{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Description\n",
    "In this project we backtest historical signals from a Telegram Channel using VectorBT Pro.<br>\n",
    "**Author(s)**: `Oleg Polakow` (VBT Pro Simulations), `Dilip Rajkumar` (Signal Extraction)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "from numba import njit\n",
    "import vectorbtpro as vbt\n",
    "\n",
    "vbt.settings.set_theme(\"dark\")\n",
    "vbt.settings['plotting']['layout']['width'] = 1280"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Read Market Data and Telegram Signals (Extracted) Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "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>volume</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>timestamp</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",
       "      <th>2021-09-02 00:00:00+00:00</th>\n",
       "      <td>1813.2250</td>\n",
       "      <td>1813.732</td>\n",
       "      <td>1813.222</td>\n",
       "      <td>1813.5345</td>\n",
       "      <td>0.0417</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-02 00:01:00+00:00</th>\n",
       "      <td>1813.5245</td>\n",
       "      <td>1813.742</td>\n",
       "      <td>1813.621</td>\n",
       "      <td>1813.4850</td>\n",
       "      <td>0.0374</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-02 00:02:00+00:00</th>\n",
       "      <td>1813.5250</td>\n",
       "      <td>1813.802</td>\n",
       "      <td>1813.531</td>\n",
       "      <td>1813.4700</td>\n",
       "      <td>0.0313</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-02 00:03:00+00:00</th>\n",
       "      <td>1813.5000</td>\n",
       "      <td>1813.742</td>\n",
       "      <td>1813.542</td>\n",
       "      <td>1813.3750</td>\n",
       "      <td>0.0301</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-02 00:04:00+00:00</th>\n",
       "      <td>1813.3700</td>\n",
       "      <td>1813.772</td>\n",
       "      <td>1813.472</td>\n",
       "      <td>1813.5550</td>\n",
       "      <td>0.0449</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-13 23:55:00+00:00</th>\n",
       "      <td>1911.9150</td>\n",
       "      <td>1912.305</td>\n",
       "      <td>1912.025</td>\n",
       "      <td>1912.1550</td>\n",
       "      <td>0.0079</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-13 23:56:00+00:00</th>\n",
       "      <td>1912.1650</td>\n",
       "      <td>1912.315</td>\n",
       "      <td>1911.995</td>\n",
       "      <td>1911.8750</td>\n",
       "      <td>0.0048</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-13 23:57:00+00:00</th>\n",
       "      <td>1911.8900</td>\n",
       "      <td>1912.385</td>\n",
       "      <td>1912.035</td>\n",
       "      <td>1912.1035</td>\n",
       "      <td>0.0145</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-13 23:58:00+00:00</th>\n",
       "      <td>1912.1135</td>\n",
       "      <td>1912.715</td>\n",
       "      <td>1912.282</td>\n",
       "      <td>1912.5100</td>\n",
       "      <td>0.0194</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-13 23:59:00+00:00</th>\n",
       "      <td>1912.5185</td>\n",
       "      <td>1912.695</td>\n",
       "      <td>1912.342</td>\n",
       "      <td>1912.1735</td>\n",
       "      <td>0.0272</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>119906 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                open      high       low      close  volume\n",
       "timestamp                                                                  \n",
       "2021-09-02 00:00:00+00:00  1813.2250  1813.732  1813.222  1813.5345  0.0417\n",
       "2021-09-02 00:01:00+00:00  1813.5245  1813.742  1813.621  1813.4850  0.0374\n",
       "2021-09-02 00:02:00+00:00  1813.5250  1813.802  1813.531  1813.4700  0.0313\n",
       "2021-09-02 00:03:00+00:00  1813.5000  1813.742  1813.542  1813.3750  0.0301\n",
       "2021-09-02 00:04:00+00:00  1813.3700  1813.772  1813.472  1813.5550  0.0449\n",
       "...                              ...       ...       ...        ...     ...\n",
       "2023-03-13 23:55:00+00:00  1911.9150  1912.305  1912.025  1912.1550  0.0079\n",
       "2023-03-13 23:56:00+00:00  1912.1650  1912.315  1911.995  1911.8750  0.0048\n",
       "2023-03-13 23:57:00+00:00  1911.8900  1912.385  1912.035  1912.1035  0.0145\n",
       "2023-03-13 23:58:00+00:00  1912.1135  1912.715  1912.282  1912.5100  0.0194\n",
       "2023-03-13 23:59:00+00:00  1912.5185  1912.695  1912.342  1912.1735  0.0272\n",
       "\n",
       "[119906 rows x 5 columns]"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Fetch data\n",
    "def date_parser(timestamps):\n",
    "    # First column are integer timestamps, parse them into DatetimeIndex\n",
    "    return pd.to_datetime(timestamps, utc=True, unit=\"ms\")\n",
    "\n",
    "## Read OHLCV for XAUUSD downloaded from Dukascopy\n",
    "data = vbt.CSVData.fetch(\"/Users/dilip.rajkumar/Documents/TeleGram_Signal_Extraction/data/xauusd_202109_202303.csv\", date_parser=date_parser)\n",
    "data.get()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Telegram Signal DF Shape: (543, 10)\n"
     ]
    },
    {
     "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>id</th>\n",
       "      <th>message</th>\n",
       "      <th>Symbol</th>\n",
       "      <th>OrderType</th>\n",
       "      <th>EntryPrice</th>\n",
       "      <th>SL</th>\n",
       "      <th>TP1</th>\n",
       "      <th>TP2</th>\n",
       "      <th>TP3</th>\n",
       "      <th>TP4</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",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2021-09-14 05:57:17+00:00</th>\n",
       "      <td>840</td>\n",
       "      <td>Gbpchf sell now @1.27590 - 1.27890\\n\\nSL: 1.28...</td>\n",
       "      <td>GBPCHF</td>\n",
       "      <td>SELL</td>\n",
       "      <td>1.2789</td>\n",
       "      <td>1.28</td>\n",
       "      <td>1.27</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-14 05:57:30+00:00</th>\n",
       "      <td>841</td>\n",
       "      <td>Gbpaud sell now @1.88550 - 1.88750\\n\\nSL: 1.89...</td>\n",
       "      <td>GBPAUD</td>\n",
       "      <td>SELL</td>\n",
       "      <td>1.8875</td>\n",
       "      <td>1.89</td>\n",
       "      <td>1.88</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-14 06:28:04+00:00</th>\n",
       "      <td>843</td>\n",
       "      <td>Eurjpy buy now @ 129.980\\n\\nSL: 129.580\\nTP1: ...</td>\n",
       "      <td>EURJPY</td>\n",
       "      <td>BUY</td>\n",
       "      <td>129.9800</td>\n",
       "      <td>129.58</td>\n",
       "      <td>130.13</td>\n",
       "      <td>130.28</td>\n",
       "      <td>130.48</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-14 08:39:48+00:00</th>\n",
       "      <td>844</td>\n",
       "      <td>Gbpjpy Sell now  @ 152.650\\n\\nTP1: 152.500 (15...</td>\n",
       "      <td>GBPJPY</td>\n",
       "      <td>SELL</td>\n",
       "      <td>152.6500</td>\n",
       "      <td>153.05</td>\n",
       "      <td>152.50</td>\n",
       "      <td>152.35</td>\n",
       "      <td>152.15</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-14 12:43:51+00:00</th>\n",
       "      <td>846</td>\n",
       "      <td>XAUUSD sell now@ 1792.4\\n\\nTP1: 1790.9 (15 pip...</td>\n",
       "      <td>XAUUSD</td>\n",
       "      <td>SELL</td>\n",
       "      <td>1792.4000</td>\n",
       "      <td>1796.40</td>\n",
       "      <td>1790.90</td>\n",
       "      <td>1789.40</td>\n",
       "      <td>1787.40</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-13 10:17:39+00:00</th>\n",
       "      <td>4408</td>\n",
       "      <td>XAUUSD SELL   1885.00\\nSL 1895\\nTP 1882\\nTP 18...</td>\n",
       "      <td>XAUUSD</td>\n",
       "      <td>SELL</td>\n",
       "      <td>1885.0000</td>\n",
       "      <td>1895.00</td>\n",
       "      <td>1882.00</td>\n",
       "      <td>1877.00</td>\n",
       "      <td>1865.00</td>\n",
       "      <td>1800.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-13 13:08:21+00:00</th>\n",
       "      <td>4411</td>\n",
       "      <td>XAUUSD SELL STOP   1896.00\\nSL 1906\\nTP 1893\\n...</td>\n",
       "      <td>XAUUSD</td>\n",
       "      <td>SELL STOP</td>\n",
       "      <td>1896.0000</td>\n",
       "      <td>1906.00</td>\n",
       "      <td>1893.00</td>\n",
       "      <td>1888.00</td>\n",
       "      <td>1870.00</td>\n",
       "      <td>1840.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-13 14:36:09+00:00</th>\n",
       "      <td>4413</td>\n",
       "      <td>XAUUSD SELL    1907.00\\nSL 1918\\nTP 1903\\nTP 1...</td>\n",
       "      <td>XAUUSD</td>\n",
       "      <td>SELL</td>\n",
       "      <td>1907.0000</td>\n",
       "      <td>1918.00</td>\n",
       "      <td>1903.00</td>\n",
       "      <td>1900.00</td>\n",
       "      <td>1890.00</td>\n",
       "      <td>1860.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-15 06:27:23+00:00</th>\n",
       "      <td>4425</td>\n",
       "      <td>XAUUSD SELL STOP    1899.00\\nSL 1910\\nTP 1896\\...</td>\n",
       "      <td>XAUUSD</td>\n",
       "      <td>SELL STOP</td>\n",
       "      <td>1899.0000</td>\n",
       "      <td>1910.00</td>\n",
       "      <td>1896.00</td>\n",
       "      <td>1890.00</td>\n",
       "      <td>1880.00</td>\n",
       "      <td>1850.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-16 13:03:03+00:00</th>\n",
       "      <td>4432</td>\n",
       "      <td>XAUUSD SELL    1929.00\\nSL 1940\\nTP 1926\\nTP 1...</td>\n",
       "      <td>XAUUSD</td>\n",
       "      <td>SELL</td>\n",
       "      <td>1929.0000</td>\n",
       "      <td>1940.00</td>\n",
       "      <td>1926.00</td>\n",
       "      <td>1920.00</td>\n",
       "      <td>1915.00</td>\n",
       "      <td>1870.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>543 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                             id  \\\n",
       "date                              \n",
       "2021-09-14 05:57:17+00:00   840   \n",
       "2021-09-14 05:57:30+00:00   841   \n",
       "2021-09-14 06:28:04+00:00   843   \n",
       "2021-09-14 08:39:48+00:00   844   \n",
       "2021-09-14 12:43:51+00:00   846   \n",
       "...                         ...   \n",
       "2023-03-13 10:17:39+00:00  4408   \n",
       "2023-03-13 13:08:21+00:00  4411   \n",
       "2023-03-13 14:36:09+00:00  4413   \n",
       "2023-03-15 06:27:23+00:00  4425   \n",
       "2023-03-16 13:03:03+00:00  4432   \n",
       "\n",
       "                                                                     message  \\\n",
       "date                                                                           \n",
       "2021-09-14 05:57:17+00:00  Gbpchf sell now @1.27590 - 1.27890\\n\\nSL: 1.28...   \n",
       "2021-09-14 05:57:30+00:00  Gbpaud sell now @1.88550 - 1.88750\\n\\nSL: 1.89...   \n",
       "2021-09-14 06:28:04+00:00  Eurjpy buy now @ 129.980\\n\\nSL: 129.580\\nTP1: ...   \n",
       "2021-09-14 08:39:48+00:00  Gbpjpy Sell now  @ 152.650\\n\\nTP1: 152.500 (15...   \n",
       "2021-09-14 12:43:51+00:00  XAUUSD sell now@ 1792.4\\n\\nTP1: 1790.9 (15 pip...   \n",
       "...                                                                      ...   \n",
       "2023-03-13 10:17:39+00:00  XAUUSD SELL   1885.00\\nSL 1895\\nTP 1882\\nTP 18...   \n",
       "2023-03-13 13:08:21+00:00  XAUUSD SELL STOP   1896.00\\nSL 1906\\nTP 1893\\n...   \n",
       "2023-03-13 14:36:09+00:00  XAUUSD SELL    1907.00\\nSL 1918\\nTP 1903\\nTP 1...   \n",
       "2023-03-15 06:27:23+00:00  XAUUSD SELL STOP    1899.00\\nSL 1910\\nTP 1896\\...   \n",
       "2023-03-16 13:03:03+00:00  XAUUSD SELL    1929.00\\nSL 1940\\nTP 1926\\nTP 1...   \n",
       "\n",
       "                           Symbol  OrderType  EntryPrice       SL      TP1  \\\n",
       "date                                                                         \n",
       "2021-09-14 05:57:17+00:00  GBPCHF      SELL       1.2789     1.28     1.27   \n",
       "2021-09-14 05:57:30+00:00  GBPAUD      SELL       1.8875     1.89     1.88   \n",
       "2021-09-14 06:28:04+00:00  EURJPY       BUY     129.9800   129.58   130.13   \n",
       "2021-09-14 08:39:48+00:00  GBPJPY      SELL     152.6500   153.05   152.50   \n",
       "2021-09-14 12:43:51+00:00  XAUUSD      SELL    1792.4000  1796.40  1790.90   \n",
       "...                           ...        ...         ...      ...      ...   \n",
       "2023-03-13 10:17:39+00:00  XAUUSD      SELL    1885.0000  1895.00  1882.00   \n",
       "2023-03-13 13:08:21+00:00  XAUUSD  SELL STOP   1896.0000  1906.00  1893.00   \n",
       "2023-03-13 14:36:09+00:00  XAUUSD      SELL    1907.0000  1918.00  1903.00   \n",
       "2023-03-15 06:27:23+00:00  XAUUSD  SELL STOP   1899.0000  1910.00  1896.00   \n",
       "2023-03-16 13:03:03+00:00  XAUUSD      SELL    1929.0000  1940.00  1926.00   \n",
       "\n",
       "                               TP2      TP3     TP4  \n",
       "date                                                 \n",
       "2021-09-14 05:57:17+00:00      NaN      NaN     NaN  \n",
       "2021-09-14 05:57:30+00:00      NaN      NaN     NaN  \n",
       "2021-09-14 06:28:04+00:00   130.28   130.48     NaN  \n",
       "2021-09-14 08:39:48+00:00   152.35   152.15     NaN  \n",
       "2021-09-14 12:43:51+00:00  1789.40  1787.40     NaN  \n",
       "...                            ...      ...     ...  \n",
       "2023-03-13 10:17:39+00:00  1877.00  1865.00  1800.0  \n",
       "2023-03-13 13:08:21+00:00  1888.00  1870.00  1840.0  \n",
       "2023-03-13 14:36:09+00:00  1900.00  1890.00  1860.0  \n",
       "2023-03-15 06:27:23+00:00  1890.00  1880.00  1850.0  \n",
       "2023-03-16 13:03:03+00:00  1920.00  1915.00  1870.0  \n",
       "\n",
       "[543 rows x 10 columns]"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Fetch Telegram signals extracted from \"Green Pips\" ( https://t.me/forexbookspdf )\n",
    "signal_data = vbt.CSVData.fetch(\"/Users/dilip.rajkumar/Documents/TeleGram_Signal_Extraction/data/TG_Extracted_Signals.csv\", index_col=1)\n",
    "print(\"Telegram Signal DF Shape:\",signal_data.wrapper.shape)\n",
    "signal_data.get()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "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>id</th>\n",
       "      <th>message</th>\n",
       "      <th>Symbol</th>\n",
       "      <th>OrderType</th>\n",
       "      <th>EntryPrice</th>\n",
       "      <th>SL</th>\n",
       "      <th>TP1</th>\n",
       "      <th>TP2</th>\n",
       "      <th>TP3</th>\n",
       "      <th>TP4</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",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [id, message, Symbol, OrderType, EntryPrice, SL, TP1, TP2, TP3, TP4]\n",
       "Index: []"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = signal_data.get()\n",
    "df.OrderType = df.OrderType.apply(lambda x: x.rstrip()) ## Remove empty white spaces at the end of the string using rstrip()\n",
    "df.Symbol = df.Symbol.apply(lambda x: x.rstrip())\n",
    "df[df['EntryPrice'] == 0] ## Checking for signals with NULL Entry Prices"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "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>id</th>\n",
       "      <th>message</th>\n",
       "      <th>Symbol</th>\n",
       "      <th>OrderType</th>\n",
       "      <th>EntryPrice</th>\n",
       "      <th>SL</th>\n",
       "      <th>TP1</th>\n",
       "      <th>TP2</th>\n",
       "      <th>TP3</th>\n",
       "      <th>TP4</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",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [id, message, Symbol, OrderType, EntryPrice, SL, TP1, TP2, TP3, TP4]\n",
       "Index: []"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[df['EntryPrice'].isna()]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['SELL' 'BUY' 'BUY STOP' 'SELL STOP']\n"
     ]
    }
   ],
   "source": [
    "## Different Order Types present in the TeleGram Signal\n",
    "print(df['OrderType'][(df['Symbol']=='XAUUSD')].unique())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "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>id</th>\n",
       "      <th>message</th>\n",
       "      <th>Symbol</th>\n",
       "      <th>OrderType</th>\n",
       "      <th>EntryPrice</th>\n",
       "      <th>SL</th>\n",
       "      <th>TP1</th>\n",
       "      <th>TP2</th>\n",
       "      <th>TP3</th>\n",
       "      <th>TP4</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",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2022-07-15 13:01:54+00:00</th>\n",
       "      <td>2837</td>\n",
       "      <td>XAUUSD BUY STOP 1710.00\\nSL 1697\\nTP 1713\\nTP ...</td>\n",
       "      <td>XAUUSD</td>\n",
       "      <td>BUY STOP</td>\n",
       "      <td>1710.0</td>\n",
       "      <td>1697.0</td>\n",
       "      <td>1713.0</td>\n",
       "      <td>1719.0</td>\n",
       "      <td>1770.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-08-11 07:59:19+00:00</th>\n",
       "      <td>3002</td>\n",
       "      <td>XAUUSD BUY STOP  1788.00 \\nSL 1777\\nTP 1791\\nT...</td>\n",
       "      <td>XAUUSD</td>\n",
       "      <td>BUY STOP</td>\n",
       "      <td>1788.0</td>\n",
       "      <td>1777.0</td>\n",
       "      <td>1791.0</td>\n",
       "      <td>1797.0</td>\n",
       "      <td>1850.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-08-31 12:24:05+00:00</th>\n",
       "      <td>3110</td>\n",
       "      <td>XAUUSD BUY STOP 1712.00 \\nSL 1700\\nTP 1715\\nTP...</td>\n",
       "      <td>XAUUSD</td>\n",
       "      <td>BUY STOP</td>\n",
       "      <td>1712.0</td>\n",
       "      <td>1700.0</td>\n",
       "      <td>1715.0</td>\n",
       "      <td>1721.0</td>\n",
       "      <td>1780.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                             id  \\\n",
       "date                              \n",
       "2022-07-15 13:01:54+00:00  2837   \n",
       "2022-08-11 07:59:19+00:00  3002   \n",
       "2022-08-31 12:24:05+00:00  3110   \n",
       "\n",
       "                                                                     message  \\\n",
       "date                                                                           \n",
       "2022-07-15 13:01:54+00:00  XAUUSD BUY STOP 1710.00\\nSL 1697\\nTP 1713\\nTP ...   \n",
       "2022-08-11 07:59:19+00:00  XAUUSD BUY STOP  1788.00 \\nSL 1777\\nTP 1791\\nT...   \n",
       "2022-08-31 12:24:05+00:00  XAUUSD BUY STOP 1712.00 \\nSL 1700\\nTP 1715\\nTP...   \n",
       "\n",
       "                           Symbol OrderType  EntryPrice      SL     TP1  \\\n",
       "date                                                                      \n",
       "2022-07-15 13:01:54+00:00  XAUUSD  BUY STOP      1710.0  1697.0  1713.0   \n",
       "2022-08-11 07:59:19+00:00  XAUUSD  BUY STOP      1788.0  1777.0  1791.0   \n",
       "2022-08-31 12:24:05+00:00  XAUUSD  BUY STOP      1712.0  1700.0  1715.0   \n",
       "\n",
       "                              TP2     TP3  TP4  \n",
       "date                                            \n",
       "2022-07-15 13:01:54+00:00  1719.0  1770.0  NaN  \n",
       "2022-08-11 07:59:19+00:00  1797.0  1850.0  NaN  \n",
       "2022-08-31 12:24:05+00:00  1721.0  1780.0  NaN  "
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## Check for BUY STOP Orders in XAUUSD Symbol\n",
    "df[(df['Symbol']=='XAUUSD') & (df['OrderType'] == 'BUY STOP')]"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Creation of various `NamedTuple`s"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OrderTypeT(BUY=0, SELL=1, BUYSTOP=2, SELLSTOP=3)\n"
     ]
    }
   ],
   "source": [
    "# Numba doesn't understand strings, thus create an enumerated type for stop types\n",
    "from collections import namedtuple\n",
    "\n",
    "# Create a type first\n",
    "OrderTypeT = namedtuple(\"OrderTypeT\", [\"BUY\", \"SELL\", \"BUYSTOP\", \"SELLSTOP\"])\n",
    "\n",
    "# Then create a tuple of type: OrderTypeT\n",
    "OrderType = OrderTypeT(*range(len(OrderTypeT._fields)))\n",
    "\n",
    "print(OrderType)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NamedTuple Fields: ('BUY', 'SELL', 'BUYSTOP', 'SELLSTOP')\n",
      "NamedTuple Name  : OrderTypeT\n"
     ]
    }
   ],
   "source": [
    "## You could have also created the named tuple with `typing.NamedTuple`, \n",
    "## but some versions of Numba don't like it, so to to access the \n",
    "## `field_names` and `typename` like this\n",
    "print(\"NamedTuple Fields:\", OrderTypeT._fields)\n",
    "print(\"NamedTuple Name  :\",   OrderTypeT.__name__)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Mapping `OrderTypes` column of string values to integers in the `OrderType` namedtuple"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DF All Columns: ['id', 'message', 'Symbol', 'OrderType', 'EntryPrice', 'SL', 'TP1', 'TP2', 'TP3', 'TP4']\n",
      "DF Sel Int. Columns: ['id', 'OrderType', 'EntryPrice', 'SL', 'TP1', 'TP2', 'TP3', 'TP4']\n",
      "Final Signal DF Shape: (232, 8)\n"
     ]
    }
   ],
   "source": [
    "def transform_signal_data(df: pd.DataFrame, symbol : str = 'XAUUSD'):\n",
    "    '''Transform OrderType Column to numerical type for numba'''\n",
    "    # Select only one symbol, the one we fetched the data for\n",
    "    print(\"DF All Columns:\",df.columns.tolist())\n",
    "    df = df[df[\"Symbol\"] == symbol]\n",
    "    \n",
    "    # Select columns of interest\n",
    "    df = df.iloc[:, [0, 3, 4, 5, 6, 7, 8 , 9]]\n",
    "    print(\"DF Sel Int. Columns:\",df.columns.tolist())\n",
    "    # Map order types using OrderType\n",
    "    df[\"OrderType\"] = df[\"OrderType\"].map(lambda x: OrderType._fields.index(x.replace(\" \", \"\")))\n",
    "    \n",
    "    # Some entry prices are zero\n",
    "    df = df[df[\"EntryPrice\"] > 0]\n",
    "    \n",
    "    return df\n",
    "\n",
    "signal_data = signal_data.transform(transform_signal_data)\n",
    "\n",
    "print(\"Final Signal DF Shape:\",signal_data.wrapper.shape)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We have about 232 signals for XAUUSD"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "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>id</th>\n",
       "      <th>OrderType</th>\n",
       "      <th>EntryPrice</th>\n",
       "      <th>SL</th>\n",
       "      <th>TP1</th>\n",
       "      <th>TP2</th>\n",
       "      <th>TP3</th>\n",
       "      <th>TP4</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",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2021-09-14 12:43:51+00:00</th>\n",
       "      <td>846</td>\n",
       "      <td>1</td>\n",
       "      <td>1792.4</td>\n",
       "      <td>1796.4</td>\n",
       "      <td>1790.9</td>\n",
       "      <td>1789.4</td>\n",
       "      <td>1787.4</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-15 04:24:47+00:00</th>\n",
       "      <td>854</td>\n",
       "      <td>0</td>\n",
       "      <td>1800.0</td>\n",
       "      <td>1797.5</td>\n",
       "      <td>1805.0</td>\n",
       "      <td>1810.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-15 08:08:45+00:00</th>\n",
       "      <td>866</td>\n",
       "      <td>1</td>\n",
       "      <td>1802.5</td>\n",
       "      <td>1806.5</td>\n",
       "      <td>1801.0</td>\n",
       "      <td>1799.5</td>\n",
       "      <td>1797.5</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-16 10:39:52+00:00</th>\n",
       "      <td>884</td>\n",
       "      <td>0</td>\n",
       "      <td>1780.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1781.3</td>\n",
       "      <td>1783.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-16 12:48:36+00:00</th>\n",
       "      <td>887</td>\n",
       "      <td>0</td>\n",
       "      <td>1762.3</td>\n",
       "      <td>1758.3</td>\n",
       "      <td>1763.8</td>\n",
       "      <td>1765.3</td>\n",
       "      <td>1767.3</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-13 10:17:39+00:00</th>\n",
       "      <td>4408</td>\n",
       "      <td>1</td>\n",
       "      <td>1885.0</td>\n",
       "      <td>1895.0</td>\n",
       "      <td>1882.0</td>\n",
       "      <td>1877.0</td>\n",
       "      <td>1865.0</td>\n",
       "      <td>1800.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-13 13:08:21+00:00</th>\n",
       "      <td>4411</td>\n",
       "      <td>3</td>\n",
       "      <td>1896.0</td>\n",
       "      <td>1906.0</td>\n",
       "      <td>1893.0</td>\n",
       "      <td>1888.0</td>\n",
       "      <td>1870.0</td>\n",
       "      <td>1840.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-13 14:36:09+00:00</th>\n",
       "      <td>4413</td>\n",
       "      <td>1</td>\n",
       "      <td>1907.0</td>\n",
       "      <td>1918.0</td>\n",
       "      <td>1903.0</td>\n",
       "      <td>1900.0</td>\n",
       "      <td>1890.0</td>\n",
       "      <td>1860.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-15 06:27:23+00:00</th>\n",
       "      <td>4425</td>\n",
       "      <td>3</td>\n",
       "      <td>1899.0</td>\n",
       "      <td>1910.0</td>\n",
       "      <td>1896.0</td>\n",
       "      <td>1890.0</td>\n",
       "      <td>1880.0</td>\n",
       "      <td>1850.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-16 13:03:03+00:00</th>\n",
       "      <td>4432</td>\n",
       "      <td>1</td>\n",
       "      <td>1929.0</td>\n",
       "      <td>1940.0</td>\n",
       "      <td>1926.0</td>\n",
       "      <td>1920.0</td>\n",
       "      <td>1915.0</td>\n",
       "      <td>1870.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>232 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                             id  OrderType  EntryPrice      SL     TP1  \\\n",
       "date                                                                     \n",
       "2021-09-14 12:43:51+00:00   846          1      1792.4  1796.4  1790.9   \n",
       "2021-09-15 04:24:47+00:00   854          0      1800.0  1797.5  1805.0   \n",
       "2021-09-15 08:08:45+00:00   866          1      1802.5  1806.5  1801.0   \n",
       "2021-09-16 10:39:52+00:00   884          0      1780.0     NaN  1781.3   \n",
       "2021-09-16 12:48:36+00:00   887          0      1762.3  1758.3  1763.8   \n",
       "...                         ...        ...         ...     ...     ...   \n",
       "2023-03-13 10:17:39+00:00  4408          1      1885.0  1895.0  1882.0   \n",
       "2023-03-13 13:08:21+00:00  4411          3      1896.0  1906.0  1893.0   \n",
       "2023-03-13 14:36:09+00:00  4413          1      1907.0  1918.0  1903.0   \n",
       "2023-03-15 06:27:23+00:00  4425          3      1899.0  1910.0  1896.0   \n",
       "2023-03-16 13:03:03+00:00  4432          1      1929.0  1940.0  1926.0   \n",
       "\n",
       "                              TP2     TP3     TP4  \n",
       "date                                               \n",
       "2021-09-14 12:43:51+00:00  1789.4  1787.4     NaN  \n",
       "2021-09-15 04:24:47+00:00  1810.0     NaN     NaN  \n",
       "2021-09-15 08:08:45+00:00  1799.5  1797.5     NaN  \n",
       "2021-09-16 10:39:52+00:00  1783.3     NaN     NaN  \n",
       "2021-09-16 12:48:36+00:00  1765.3  1767.3     NaN  \n",
       "...                           ...     ...     ...  \n",
       "2023-03-13 10:17:39+00:00  1877.0  1865.0  1800.0  \n",
       "2023-03-13 13:08:21+00:00  1888.0  1870.0  1840.0  \n",
       "2023-03-13 14:36:09+00:00  1900.0  1890.0  1860.0  \n",
       "2023-03-15 06:27:23+00:00  1890.0  1880.0  1850.0  \n",
       "2023-03-16 13:03:03+00:00  1920.0  1915.0  1870.0  \n",
       "\n",
       "[232 rows x 8 columns]"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## OrderType column now remapped\n",
    "signal_data.get()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create named tuples which will act as containers for various arrays\n",
    "\n",
    "# SignalInfo will contain signal information in a vbt-friendly format\n",
    "# Rows in each array correspond to signals\n",
    "SignalInfo = namedtuple(typename = \"SignalInfo\", field_names =  [\n",
    "    \"timestamp\",  # 1d array with timestamps in nanosecond format (int64)\n",
    "    \"order_type\",  # 1d array with order types in integer format (int64, see order_type_map)\n",
    "    \"entry_price\",  # 1d array with entry price (float64)\n",
    "    \"sl\",  # 2d array where columns are SL levels (float64)\n",
    "    \"tp\",  # 2d array where columns are TP levels (float64)\n",
    "])\n",
    "\n",
    "# TempInfo will contain temporary information that will be written during backtesting\n",
    "# You can imagine being buffer that we write and then access at a later time\n",
    "# Rows in each array correspond to signals\n",
    "TempInfo = namedtuple(typename = \"TempInfo\", field_names = [\n",
    "    \"ts_bar\",           # 1d array with row indices of the timestamp where the signal was hit (int64)\n",
    "    \"entry_price_bar\",  # 1d array with row indices where entry price was hit (int64)\n",
    "    \"sl_bar\",  # 2d array with row indices where each SL level was hit, same shape as SignalInfo.sl (int64)\n",
    "    \"tp_bar\",  # 2d array with row indices where each TP level was hit, same shape as SignalInfo.tp (int64)\n",
    "])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In the `TempInfo` namedtuple above, the purpose of `ts_bar` is to mark the bar (i.e absolute index of the row) where we saw the signal for the first time, we could have also created a boolean array with `True` for _\"signal seen\"_ but for more consistency we use this namedTuple format for storing more rich information. Basically it just a one-dimensional array where each element corresponds to a column (signal). Before the signal is hit, the value is -1. After that, it becomes the row index that never changes. Having this array is important because we want to skip our logic if there is no signal yet."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### `order_func_nb` - A Numba Compiled Order Function \n",
    "The `order_func_nb` will deal with the execution of various entry and exit orders for our signals along with the position management. For the `order_func_nb` below, here's what we will do:\n",
    "- Represent each signal as a separate column with its own starting capital\n",
    "- The order function is executed at each bar and column (signal in our case). If the current bar contains a signal, execute the signal logic\n",
    "- Order functions can issue only one order at bar, thus if multiple stops were hit, we will aggregate them\n",
    "- We will go all in and then gradually reduce the position based on the number of stops\n",
    "- Sometimes we may see two signals occuring right next to each other with different stop losses. To maintain the consistency in the number of rows (i.e levels). All these stops are stored in a single array, i.e. all stops across all signals must have the same number of rows (ladder steps/levels), thus we just pad the columns where there are less stops with `NaN`. You could have also run the simulation on each signal separately (would be slower a bit), in such a case you wouldn't need padding.\n",
    "- Finally, we will run this order function `order_func_nb` using `Portfolio.from_order_func()`\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [],
   "source": [
    "@njit\n",
    "def has_data_nb(c):\n",
    "    \"\"\"\n",
    "    Numba function to check whether OHLC is not NaN. \n",
    "    If any column O,H,L,C is NaN returns False else returns True\n",
    "    \"\"\"\n",
    "    if np.isnan(vbt.pf_nb.select_nb(c, c.open)):\n",
    "        return False\n",
    "    if np.isnan(vbt.pf_nb.select_nb(c, c.high)):\n",
    "        return False\n",
    "    if np.isnan(vbt.pf_nb.select_nb(c, c.low)):\n",
    "        return False\n",
    "    if np.isnan(vbt.pf_nb.select_nb(c, c.close)):\n",
    "        return False\n",
    "    return True\n",
    "\n",
    "## Wrapper function to call the vbt function\n",
    "@njit\n",
    "def check_price_hit_nb(c, price, hit_below, can_use_ohlc):\n",
    "    # Numba function to check whether a price level was hit during this bar\n",
    "    # Use hit_below = True to check against low and hit_below = False to check against high\n",
    "    # If can_use_ohlc is False, will check only against the close price\n",
    "    \n",
    "    order_price, hit_on_open, hit = vbt.pf_nb.check_price_hit_nb(\n",
    "        open = vbt.pf_nb.select_nb(c, c.open),  # OHLC are flexible arrays, always use select_nb!\n",
    "        high = vbt.pf_nb.select_nb(c, c.high),\n",
    "        low  = vbt.pf_nb.select_nb(c, c.low),\n",
    "        close= vbt.pf_nb.select_nb(c, c.close),\n",
    "        price=price,\n",
    "        hit_below=hit_below,\n",
    "        can_use_ohlc=can_use_ohlc\n",
    "    )\n",
    "    # Order price here isn't necessarily the price that has been hit\n",
    "    # For example, if the price was hit before open, order price is set to the open price\n",
    "    return order_price, hit\n",
    "\n",
    "@njit(boundscheck=True)\n",
    "def order_func_nb(c, signal_info, temp_info):  # first argument is context object, other are our namedTuple containers\n",
    "    if not has_data_nb(c):\n",
    "        # If this bar contains no data, skip it\n",
    "        return vbt.pf_nb.order_nothing_nb()\n",
    "    \n",
    "    # Each column corresponds to a signal\n",
    "    signal = c.col\n",
    "    \n",
    "    # Each row corresponds to a bar\n",
    "    bar = c.i\n",
    "    \n",
    "    # Define various flags for pure convenience\n",
    "    buy_market = signal_info.order_type[signal] == OrderType.BUY\n",
    "    sell_market = signal_info.order_type[signal] == OrderType.SELL\n",
    "    buy_stop = signal_info.order_type[signal] == OrderType.BUYSTOP\n",
    "    sell_stop = signal_info.order_type[signal] == OrderType.SELLSTOP\n",
    "    buy = buy_market or buy_stop\n",
    "    # We have only `buy = buy_market or buy_stop` because Selling means not buying, \n",
    "    # so we only need to check whether it's a buy operation, and if not, \n",
    "    # it's automatically a sell operation (i.e. `sell = not buy`)\n",
    "    \n",
    "    # First, we need to check whether the current bar contains a signal\n",
    "    can_use_ohlc = True\n",
    "    if temp_info.ts_bar[signal] == -1:\n",
    "        # Check whether the signal has been discovered\n",
    "        # -1 means hasn't been discovered yet    \n",
    "        if c.index[bar] == signal_info.timestamp[signal]:\n",
    "            # If so, store the current row index in a temporary array\n",
    "            # such that later we know that we already discovered a signal\n",
    "            temp_info.ts_bar[signal] = bar\n",
    "\n",
    "            # The signal has the granularity of seconds, thus it belongs somewhere in the bar\n",
    "            # We need to notify the functions below that they cannot use fully OHLC information, only close\n",
    "            # This is to avoid using prices that technically happened before the signal\n",
    "            can_use_ohlc = False\n",
    "        \n",
    "    # Here comes the entry order\n",
    "    if temp_info.ts_bar[signal] != -1:        \n",
    "        # Then, check whether the entry order hasn't been executed\n",
    "        if temp_info.entry_price_bar[signal] == -1:            \n",
    "            # If so, execute the entry order\n",
    "            if buy_market:\n",
    "                # Buy market order (using closing price)\n",
    "                # Store the current row index in a temporary array such that future bars know\n",
    "                # that the order has already been executed\n",
    "                temp_info.entry_price_bar[signal] = bar\n",
    "                order_price = signal_info.entry_price[signal]\n",
    "                return vbt.pf_nb.order_nb(np.inf, np.inf)  # size, price            \n",
    "            if sell_market:\n",
    "                # Sell market order (using closing price)\n",
    "                temp_info.entry_price_bar[signal] = bar\n",
    "                order_price = signal_info.entry_price[signal]\n",
    "                return vbt.pf_nb.order_nb(-np.inf, np.inf)\n",
    "            \n",
    "            if buy_stop: # Buy stop order\n",
    "                # A buy stop order is entered at a stop price above the current market price                \n",
    "                # Since it's a pending order, we first need to check whether the entry price has been hit\n",
    "                order_price, hit = check_price_hit_nb(c,\n",
    "                                                      price=signal_info.entry_price[signal],\n",
    "                                                      hit_below=False,\n",
    "                                                      can_use_ohlc=can_use_ohlc)\n",
    "                if hit: # If so, execute the order\n",
    "                    temp_info.entry_price_bar[signal] = bar\n",
    "                    return vbt.pf_nb.order_nb(np.inf, order_price)\n",
    "                \n",
    "            if sell_stop: # Sell stop order\n",
    "                # A sell stop order is entered at a stop price below the current market price\n",
    "                order_price, hit = check_price_hit_nb(c,\n",
    "                                                      price=signal_info.entry_price[signal],\n",
    "                                                      hit_below=True,\n",
    "                                                      can_use_ohlc=can_use_ohlc)\n",
    "                if hit:\n",
    "                    temp_info.entry_price_bar[signal] = bar\n",
    "                    return vbt.pf_nb.order_nb(-np.inf, order_price)\n",
    "               \n",
    "        # Here comes the stop order, i.e EXIT Order\n",
    "        # Check whether the entry order has been executed\n",
    "        if temp_info.entry_price_bar[signal] != -1:\n",
    "            # We also need to check whether we're still in a position\n",
    "            # in case stops have already closed out the position\n",
    "            if c.last_position[signal] != 0:\n",
    "                \n",
    "                # If so, start with checking for potential SL orders\n",
    "                # (remember that SL pessimistically comes before TP)\n",
    "                # First, we need to know the number of potential and already executed SL levels\n",
    "                # since we want to gradually reduce the position proportionally to the number of levels\n",
    "                # For example, one signal may define [12.35, 12.29] and another [17.53, nan]\n",
    "                n_sl_levels = 0\n",
    "                n_sl_hits = 0\n",
    "                sl_levels = signal_info.sl[signal]  # select 1d array from 2d array\n",
    "                sl_bar = temp_info.sl_bar[signal]  # same here\n",
    "                for k in range(len(sl_levels)):\n",
    "                    if not np.isnan(sl_levels[k]):\n",
    "                        n_sl_levels += 1\n",
    "                    if sl_bar[k] != -1:\n",
    "                        n_sl_hits += 1\n",
    "                \n",
    "                # We can execute only one order at the current bar\n",
    "                # Thus, if the price crossed multiple SL levels, we need to pack them into one order\n",
    "                # Since SL levels are guaranteed to be sorted, we will check the most distant levels first\n",
    "                # because if a distant stop has been hit, the closer stops are automatically hit too\n",
    "                for k in range(n_sl_levels - 1, n_sl_hits - 1, -1):\n",
    "                    if not np.isnan(sl_levels[k]) and sl_bar[k] == -1:\n",
    "                        # Check against low for buy orders and against high for sell orders\n",
    "                        order_price, hit = check_price_hit_nb(c,\n",
    "                                                              price=sl_levels[k],\n",
    "                                                              hit_below=buy,\n",
    "                                                              can_use_ohlc=can_use_ohlc)\n",
    "                        if hit:\n",
    "                            sl_bar[k] = bar\n",
    "                            # The further away the stop is, the more of the position needs to be closed\n",
    "                            # We will specify a target percentage\n",
    "                            # For example, for two stops it would be 0.5 (SL1) and 0.0 (SL2)\n",
    "                            # while for three stops it would be 0.66 (SL1), 0.33 (SL2), and 0.0 (SL3)\n",
    "                            # This works only if we went all in before (size=np.inf)!\n",
    "                            size = 1 - (k + 1) / n_sl_levels\n",
    "                            size_type = vbt.pf_enums.SizeType.TargetPercent\n",
    "                            if buy:\n",
    "                                return vbt.pf_nb.order_nb(size, order_price, size_type)\n",
    "                            else:\n",
    "                                # Size must be negative for short positions\n",
    "                                return vbt.pf_nb.order_nb(-size, order_price, size_type)\n",
    "                        \n",
    "                # Same for potential TP orders\n",
    "                n_tp_levels = 0\n",
    "                n_tp_hits = 0\n",
    "                tp_levels = signal_info.tp[signal]\n",
    "                tp_bar = temp_info.tp_bar[signal]\n",
    "                for k in range(len(tp_levels)):\n",
    "                    if not np.isnan(tp_levels[k]):\n",
    "                        n_tp_levels += 1\n",
    "                    if tp_bar[k] != -1:\n",
    "                        n_tp_hits += 1\n",
    "                \n",
    "                for k in range(n_tp_levels - 1, n_tp_hits - 1, -1):\n",
    "                    if not np.isnan(tp_levels[k]) and tp_bar[k] == -1:\n",
    "                        # Check against high for buy orders and against low for sell orders\n",
    "                        order_price, hit = check_price_hit_nb(c,\n",
    "                                                              price=tp_levels[k],\n",
    "                                                              hit_below=not buy,\n",
    "                                                              can_use_ohlc=can_use_ohlc)\n",
    "                        if hit:\n",
    "                            tp_bar[k] = bar\n",
    "                            size = 1 - (k + 1) / n_tp_levels\n",
    "                            size_type = vbt.pf_enums.SizeType.TargetPercent\n",
    "                            if buy:\n",
    "                                return vbt.pf_nb.order_nb(size, order_price, size_type)\n",
    "                            else:\n",
    "                                return vbt.pf_nb.order_nb(-size, order_price, size_type)\n",
    "                    \n",
    "    # If neither of orders has been executed, order nothing\n",
    "    return vbt.pf_nb.order_nothing_nb()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Partial Position Closure Illustration at multiple TP Levels\n",
    "**Case Study - 3 TP Levels**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<font color='red'>\n",
    "To make the requested code segment more clear, let's run it on some sample data. First, we will derive the number of TP levels that are defined in this signal and the number of levels that have been already hit:\n",
    "</font>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Nr of TP Levels: 3\n",
      "Nr. of TP Hits: 0\n"
     ]
    }
   ],
   "source": [
    "tp_levels = np.array([10, 12, 14])  # stop prices\n",
    "tp_bar = np.array([-1, -1, -1])  # row indices where each stop price was hit\n",
    "\n",
    "n_tp_levels = 0\n",
    "n_tp_hits = 0\n",
    "for k in range(len(tp_levels)):\n",
    "    if not np.isnan(tp_levels[k]):\n",
    "        n_tp_levels += 1\n",
    "    if tp_bar[k] != -1:\n",
    "        n_tp_hits += 1\n",
    "\n",
    "print(\"Nr of TP Levels:\",n_tp_levels)\n",
    "print(\"Nr. of TP Hits:\",n_tp_hits)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<font color='red'>\n",
    "We see that initially none of the TP stop prices have been hit.\n",
    "    \n",
    "Next we want to create a loop that iterates over the TP stop prices in a reversed order. Order is reversed because if the last stop price has been hit, all the stop prices defined before it are hit automatically too. We want to iterate only over those prices that haven't been hit yet.\n",
    "</font>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TP Level: 14\n",
      "TP Level: 12\n",
      "TP Level: 10\n"
     ]
    }
   ],
   "source": [
    "for k in range(n_tp_levels - 1, n_tp_hits - 1, -1):\n",
    "    if not np.isnan(tp_levels[k]) and tp_bar[k] == -1:\n",
    "        print(\"TP Level:\",tp_levels[k])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<font color='red'>\n",
    "Let's assume that the first stop price has been hit:\n",
    "</font>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Nr. of TP Levels: 3\n",
      "Size: 0.6666666666666667\n"
     ]
    }
   ],
   "source": [
    "k = 0\n",
    "size = 1 - (k + 1) / n_tp_levels\n",
    "print(\"Nr. of TP Levels:\", n_tp_levels)\n",
    "print(\"Size:\", size)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<font color='red'>\n",
    "The size represents a target percentage size, that is, we want the column value after the order to be 66.6% of the value that is right now. We basically remove 1/3 from the value by hitting the first stop price.\n",
    "    \n",
    "    \n",
    "But what happens if our second stop price is hit instead?\n",
    "</font>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Size: 0.33333333333333337\n"
     ]
    }
   ],
   "source": [
    "k = 1\n",
    "size = 1 - (k + 1) / n_tp_levels\n",
    "print(\"Size:\",size)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<font color='red'>\n",
    "We remove 2/3 from the value with this stop price.    \n",
    "Finally, the last stop price is hit and the position is now closed.<br> \n",
    "We removed an equal chunk of value with each stop price using the above equation.\n",
    "</font>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Size: 0.0\n"
     ]
    }
   ],
   "source": [
    "k = 2\n",
    "size = 1 - (k + 1) / n_tp_levels\n",
    "print(\"Size:\", size)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Case Study -  Two TP Levels \n",
    "(`NaN` in a TP_Level)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<font color='red'>\n",
    "Now let's say we only have a ladder with 2 TP levels but there are three rows because some other column is using three levels (in such a case the array is padded with nan):\n",
    "</font>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Nr of TP Levels: 2\n",
      "Nr. of TP Hits: 0\n"
     ]
    }
   ],
   "source": [
    "tp_levels = np.array([10, 12, np.nan])  # stop prices\n",
    "tp_bar = np.array([-1, -1, -1])  # row indices where each stop price was hit\n",
    "\n",
    "n_tp_levels = 0\n",
    "n_tp_hits = 0\n",
    "for k in range(len(tp_levels)):\n",
    "    if not np.isnan(tp_levels[k]):\n",
    "        n_tp_levels += 1\n",
    "    if tp_bar[k] != -1:\n",
    "        n_tp_hits += 1\n",
    "\n",
    "print(\"Nr of TP Levels:\",n_tp_levels)\n",
    "print(\"Nr. of TP Hits:\",n_tp_hits)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<font color='red'>\n",
    "This code has correctly determined the number of levels in the ladder of this signal.\n",
    "\n",
    "Let's say the first stop price is hit:\n",
    "</font>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.5\n"
     ]
    }
   ],
   "source": [
    "k = 0\n",
    "size = 1 - (k + 1) / n_tp_levels\n",
    "print(size)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0\n"
     ]
    }
   ],
   "source": [
    "k = 1\n",
    "size = 1 - (k + 1) / n_tp_levels\n",
    "print(size)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<font color='red'>\n",
    "Since we have only two levels in the ladder, we now remove 50% from the value instead of 33.3%.\n",
    "</font>"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Matching Timestamps - minute to minute"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1631623431000000000 1631679887000000000 1631693325000000000\n",
      " 1631788792000000000 1631796516000000000]\n"
     ]
    }
   ],
   "source": [
    "# Prepare timestamp for signal information\n",
    "timestamp = signal_data.index.values.astype(np.int64)  # nanoseconds\n",
    "print(timestamp[:5])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1631623380000000000 1631679840000000000 1631693280000000000\n",
      " 1631788740000000000 1631796480000000000]\n"
     ]
    }
   ],
   "source": [
    "# Since the signals are of the second granularity while the data is of the minute granularity,\n",
    "# we need to round the timestamp of the signal to the nearest minute\n",
    "# Timestamps represent the opening time, thus the 59th second in \"19:28:59\" still belongs to the minute \"19:28:00\"\n",
    "\n",
    "timestamp = timestamp - timestamp % vbt.dt_nb.m_ns\n",
    "print(timestamp[:5])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<font color='red'>\n",
    "Each value above is a date represented in nanosecond format since Unix epoch (01-01-1970). Since they are just regular integers, we can do operations such as \"modulo\" as we did above, which just translates to \"remove the remainder from dividing the timestamp by a minute\" to effectively remove any seconds, milliseconds, microseconds, and nanoseconds from the minute we're currently in. Here, `vbt.dt_nb.m_ns` is the total number of nanoseconds in one minute.\n",
    "</font>"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Actual Simulation 🏃🏻‍♂️🎬"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "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>id</th>\n",
       "      <th>OrderType</th>\n",
       "      <th>EntryPrice</th>\n",
       "      <th>SL</th>\n",
       "      <th>TP1</th>\n",
       "      <th>TP2</th>\n",
       "      <th>TP3</th>\n",
       "      <th>TP4</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",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2021-09-14 12:43:51+00:00</th>\n",
       "      <td>846</td>\n",
       "      <td>1</td>\n",
       "      <td>1792.4</td>\n",
       "      <td>1796.4</td>\n",
       "      <td>1790.9</td>\n",
       "      <td>1789.4</td>\n",
       "      <td>1787.4</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-15 04:24:47+00:00</th>\n",
       "      <td>854</td>\n",
       "      <td>0</td>\n",
       "      <td>1800.0</td>\n",
       "      <td>1797.5</td>\n",
       "      <td>1805.0</td>\n",
       "      <td>1810.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-15 08:08:45+00:00</th>\n",
       "      <td>866</td>\n",
       "      <td>1</td>\n",
       "      <td>1802.5</td>\n",
       "      <td>1806.5</td>\n",
       "      <td>1801.0</td>\n",
       "      <td>1799.5</td>\n",
       "      <td>1797.5</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-16 10:39:52+00:00</th>\n",
       "      <td>884</td>\n",
       "      <td>0</td>\n",
       "      <td>1780.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1781.3</td>\n",
       "      <td>1783.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-16 12:48:36+00:00</th>\n",
       "      <td>887</td>\n",
       "      <td>0</td>\n",
       "      <td>1762.3</td>\n",
       "      <td>1758.3</td>\n",
       "      <td>1763.8</td>\n",
       "      <td>1765.3</td>\n",
       "      <td>1767.3</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                            id  OrderType  EntryPrice      SL     TP1     TP2  \\\n",
       "date                                                                            \n",
       "2021-09-14 12:43:51+00:00  846          1      1792.4  1796.4  1790.9  1789.4   \n",
       "2021-09-15 04:24:47+00:00  854          0      1800.0  1797.5  1805.0  1810.0   \n",
       "2021-09-15 08:08:45+00:00  866          1      1802.5  1806.5  1801.0  1799.5   \n",
       "2021-09-16 10:39:52+00:00  884          0      1780.0     NaN  1781.3  1783.3   \n",
       "2021-09-16 12:48:36+00:00  887          0      1762.3  1758.3  1763.8  1765.3   \n",
       "\n",
       "                              TP3  TP4  \n",
       "date                                    \n",
       "2021-09-14 12:43:51+00:00  1787.4  NaN  \n",
       "2021-09-15 04:24:47+00:00     NaN  NaN  \n",
       "2021-09-15 08:08:45+00:00  1797.5  NaN  \n",
       "2021-09-16 10:39:52+00:00     NaN  NaN  \n",
       "2021-09-16 12:48:36+00:00  1767.3  NaN  "
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "signal_data.get().head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total nr. of Signals: 232\n",
      "Nr. of SL Levels: 1\n",
      "Nr. of TP Levels: 4\n"
     ]
    }
   ],
   "source": [
    "order_type = signal_data.get(\"OrderType\").values\n",
    "entry_price = signal_data.get(\"EntryPrice\").values\n",
    "sl = signal_data.get(\"SL\").values\n",
    "tp1 = signal_data.get(\"TP1\").values\n",
    "tp2 = signal_data.get(\"TP2\").values\n",
    "tp3 = signal_data.get(\"TP3\").values\n",
    "tp4 = signal_data.get(\"TP4\").values\n",
    "\n",
    "n_signals = len(timestamp)\n",
    "print('Total nr. of Signals:',n_signals)\n",
    "# Create a named tuple for signal information\n",
    "\n",
    "## Feed the above created arrays into the namedtuple\n",
    "signal_info = SignalInfo(\n",
    "    timestamp=timestamp,\n",
    "    order_type=order_type,\n",
    "    entry_price=entry_price,\n",
    "    sl=np.column_stack((sl,)),\n",
    "    tp=np.column_stack((tp1, tp2, tp3, tp4))\n",
    ")\n",
    "\n",
    "n_sl_levels = signal_info.sl.shape[1]\n",
    "print(\"Nr. of SL Levels:\",n_sl_levels)\n",
    "\n",
    "n_tp_levels = signal_info.tp.shape[1]\n",
    "print(\"Nr. of TP Levels:\",n_tp_levels)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Important: re-run this cell every time you're running the simulation!\n",
    "# Create a named tuple for temporary information\n",
    "# All arrays below hold row indices, thus the default value is -1\n",
    "\n",
    "def build_temp_info(signal_info):\n",
    "    return TempInfo(\n",
    "        ts_bar=np.full(len(signal_info.timestamp), -1),\n",
    "        entry_price_bar=np.full(len(signal_info.timestamp), -1),\n",
    "        sl_bar=np.full(signal_info.sl.shape, -1),\n",
    "        tp_bar=np.full(signal_info.tp.shape, -1)\n",
    "    )\n",
    "\n",
    "temp_info = build_temp_info(signal_info)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<font color = 'red'> Why re-run `build_temp_info`? </font><br> _Temporary information_ gets overridden during the simulation (it acts as a memory where signal functions from the future access information written by the signal functions from the past), and you don't want to use dirty arrays in the next simulation, so we have to re-run this `build_temp_info` function everytime for each simulation\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Nr. of SL Levels: 1\n",
      "Nr. of TP Levels: 4\n",
      "Maximum Orders: 6\n"
     ]
    }
   ],
   "source": [
    "# By default, vectorBT initializes an empty order array of the same shape as data\n",
    "# But since our data is highly granular, it would take a lot of RAM\n",
    "# Let's limit the number of records to one entry order and the maximum number of SL and TP orders\n",
    "# It will be applied per column\n",
    "\n",
    "## The 1 below is for Entry Order\n",
    "max_orders = 1 + n_sl_levels + n_tp_levels\n",
    "\n",
    "# It's the maximum number of orders per column (i.e per signal)\n",
    "print(\"Nr. of SL Levels:\", n_sl_levels)\n",
    "print(\"Nr. of TP Levels:\", n_tp_levels)\n",
    "print(\"Maximum Orders:\",max_orders)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Perform the actual simulation\n",
    "# Since we don't broadcast data against any other array, vectorbt doesn't know anything about\n",
    "# our signal arrays and will simulate only the one column in our data\n",
    "# Thus, we need to tell it to expand the number of columns by the number of signals using tiling\n",
    "# But don't worry: thanks to flexible indexing vectorbt won't actually tile the data - good for RAM!\n",
    "# (it would tile the data if it had multiple columns though!)\n",
    "\n",
    "pf = vbt.Portfolio.from_order_func(\n",
    "    data,\n",
    "    order_func_nb=order_func_nb,\n",
    "    order_args=(signal_info, temp_info),\n",
    "    broadcast_kwargs=dict(tile=n_signals),  # tiling here\n",
    "    max_orders=max_orders,\n",
    "    freq=\"minute\"  # we have an irregular one-minute frequency\n",
    ")\n",
    "# (may take a minute...)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- `tiling` in `broadcast_kwargs` argument in below `vbt.Portfolio.from_order_func` function<br>\n",
    "Since we don't broadcast data against any other array, vectorbt doesn't know anything about our signal arrays and will simulate only the one column that is in our data. For example, if `data` has shape (500, 1), then the simulation will only run on one column. Thus, we need to tell it to expand the number of columns to the number of signals, which is as simple as providing the `tile` argument to the broadcaster. Under the hood, it will replace our example shape of (500, 1) with (500, 232). <br> \n",
    "<font color = 'red'> Also note that you can pass an index instead of a number. For example, you can pass `signal_info.timestamp` or telegram message IDs as `pd.Index` so they become the column names in the new portfolio.</font>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "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>Order Id</th>\n",
       "      <th>Column</th>\n",
       "      <th>Index</th>\n",
       "      <th>Size</th>\n",
       "      <th>Price</th>\n",
       "      <th>Fees</th>\n",
       "      <th>Side</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:43:00+00:00</td>\n",
       "      <td>0.055830</td>\n",
       "      <td>1791.160</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Sell</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:44:00+00:00</td>\n",
       "      <td>0.018610</td>\n",
       "      <td>1790.900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:50:00+00:00</td>\n",
       "      <td>0.018591</td>\n",
       "      <td>1789.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:55:00+00:00</td>\n",
       "      <td>0.018629</td>\n",
       "      <td>1796.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>2021-09-17 11:00:00+00:00</td>\n",
       "      <td>0.056762</td>\n",
       "      <td>1761.727</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>3</td>\n",
       "      <td>226</td>\n",
       "      <td>2023-03-13 00:00:00+00:00</td>\n",
       "      <td>0.027003</td>\n",
       "      <td>1877.865</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>0</td>\n",
       "      <td>227</td>\n",
       "      <td>2023-03-13 10:17:00+00:00</td>\n",
       "      <td>0.053066</td>\n",
       "      <td>1884.455</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Sell</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>1</td>\n",
       "      <td>227</td>\n",
       "      <td>2023-03-13 10:47:00+00:00</td>\n",
       "      <td>0.013174</td>\n",
       "      <td>1882.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>2</td>\n",
       "      <td>227</td>\n",
       "      <td>2023-03-13 12:29:00+00:00</td>\n",
       "      <td>0.039892</td>\n",
       "      <td>1895.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>0</td>\n",
       "      <td>229</td>\n",
       "      <td>2023-03-13 14:36:00+00:00</td>\n",
       "      <td>0.052468</td>\n",
       "      <td>1905.935</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Sell</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>155 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Order Id  Column                     Index      Size     Price  Fees  \\\n",
       "0           0       0 2021-09-14 12:43:00+00:00  0.055830  1791.160   0.0   \n",
       "1           1       0 2021-09-14 12:44:00+00:00  0.018610  1790.900   0.0   \n",
       "2           2       0 2021-09-14 12:50:00+00:00  0.018591  1789.400   0.0   \n",
       "3           3       0 2021-09-14 12:55:00+00:00  0.018629  1796.400   0.0   \n",
       "4           0       5 2021-09-17 11:00:00+00:00  0.056762  1761.727   0.0   \n",
       "..        ...     ...                       ...       ...       ...   ...   \n",
       "150         3     226 2023-03-13 00:00:00+00:00  0.027003  1877.865   0.0   \n",
       "151         0     227 2023-03-13 10:17:00+00:00  0.053066  1884.455   0.0   \n",
       "152         1     227 2023-03-13 10:47:00+00:00  0.013174  1882.000   0.0   \n",
       "153         2     227 2023-03-13 12:29:00+00:00  0.039892  1895.000   0.0   \n",
       "154         0     229 2023-03-13 14:36:00+00:00  0.052468  1905.935   0.0   \n",
       "\n",
       "     Side  \n",
       "0    Sell  \n",
       "1     Buy  \n",
       "2     Buy  \n",
       "3     Buy  \n",
       "4     Buy  \n",
       "..    ...  \n",
       "150   Buy  \n",
       "151  Sell  \n",
       "152   Buy  \n",
       "153   Buy  \n",
       "154  Sell  \n",
       "\n",
       "[155 rows x 7 columns]"
      ]
     },
     "execution_count": 84,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Let's print out the order records in a human-readable format\n",
    "pf.orders.records_readable"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- Calculation of `size` using `order_func_nb` <br>\n",
    "We treat our columns as independent backtests and assign to each backtest $100 of capital. By default, without specifying the size, vbt will use the entire cash (that is, size of infinity). Since each signal is executed at a different point of price history, absolute size is different across all signals, but they are using the same amount of cash which makes them perfectly comparable during the simulation phase."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Creating the StopType Column\n",
    "A position can be stopped out in one of two scenarios, either it hits a Stop Loss or it hits a TakeProfit. We collectively, frame these two scenarios as a `StopOrder` Type"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "StopTypeT(SL1=0, TP1=1, TP2=2, TP3=3, TP4=4)\n"
     ]
    }
   ],
   "source": [
    "# We can notice above that there's no information whether an order is an SL or TP order\n",
    "# What we can do is to create our own order records with custom fields, copy the old ones over,\n",
    "# and tell the portfolio to use them instead of the default ones\n",
    "\n",
    "# First, we need to create an enumerated field for stop types\n",
    "# SL levels will come first, TP levels second, in an incremental fashion\n",
    "StopTypeT = namedtuple(\"StopTypeT\", [\n",
    "    *[f\"SL{i + 1}\" for i in range(n_sl_levels)],\n",
    "    *[f\"TP{i + 1}\" for i in range(n_tp_levels)]\n",
    "])\n",
    "StopType = StopTypeT(*range(len(StopTypeT._fields)))\n",
    "\n",
    "print(StopType)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([(0,  0, 4663, 0.05582974, 1791.16  , 0., 1, 1, -1),\n",
       "       (1,  0, 4664, 0.01860971, 1790.9   , 0., 0, 1,  1),\n",
       "       (2,  0, 4670, 0.01859054, 1789.4   , 0., 0, 1,  2),\n",
       "       (3,  0, 4675, 0.01862949, 1796.4   , 0., 0, 1,  0),\n",
       "       (0,  5, 5940, 0.05676248, 1761.727 , 0., 0, 0, -1),\n",
       "       (1,  5, 6054, 0.05676248, 1755.    , 0., 1, 0,  0),\n",
       "       (0, 21, 8746, 0.05683987, 1759.3285, 0., 1, 1, -1),\n",
       "       (1, 21, 9180, 0.05683987, 1791.78  , 0., 0, 1,  0),\n",
       "       (0, 27, 9663, 0.05568476, 1795.8235, 0., 1, 1, -1),\n",
       "       (1, 27, 9782, 0.05568476, 1798.8   , 0., 0, 1,  0)],\n",
       "      dtype=[('id', '<i8'), ('col', '<i8'), ('idx', '<i8'), ('size', '<f8'), ('price', '<f8'), ('fees', '<f8'), ('side', '<i8'), ('order_type', '<i8'), ('stop_type', '<i8')])"
      ]
     },
     "execution_count": 86,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# To extend order records, we just need to append new fields and construct a new data type\n",
    "custom_order_dt = np.dtype(vbt.pf_enums.order_fields + [(\"order_type\", np.int_), (\"stop_type\", np.int_)])\n",
    "\n",
    "def fix_order_records(order_records, signal_info, temp_info):\n",
    "    # This is a function that will \"fix\" our default records and return the fixed ones\n",
    "    # Create a new empty record array with the new data type\n",
    "    # Empty here means that the array isn't initialized yet and contains junk data\n",
    "    # Thus, make sure to override each single element\n",
    "    custom_order_records = np.empty(order_records.shape, dtype=custom_order_dt)\n",
    "    \n",
    "    # Copy over the information from our default records\n",
    "    for field, _ in vbt.pf_enums.order_fields:\n",
    "        custom_order_records[field] = order_records[field]\n",
    "        \n",
    "    # Iterate over the new records and fill the stop type\n",
    "    for i in range(len(custom_order_records)):\n",
    "        record = custom_order_records[i]\n",
    "        signal = record[\"col\"]  # each column corresponds to a signal\n",
    "        \n",
    "        # Fill the order type\n",
    "        record[\"order_type\"] = signal_info.order_type[signal]\n",
    "        \n",
    "        # Concatenate SL and TP row indices of this signal into a new list\n",
    "        # We must do it the same way as we did in StopTypeT\n",
    "        bar = [\n",
    "            *temp_info.sl_bar[signal],\n",
    "            *temp_info.tp_bar[signal]\n",
    "        ]\n",
    "        \n",
    "        # Check whether the row index of this order is in this list\n",
    "        # (which means that this order is a stop order)\n",
    "        if record[\"idx\"] in bar:\n",
    "            # If so, get the matching position in this list and use it as order type\n",
    "            # It will correspond to a field in StopType\n",
    "            record[\"stop_type\"] = bar.index(record[\"idx\"])\n",
    "        else:\n",
    "            record[\"stop_type\"] = -1\n",
    "    return custom_order_records\n",
    "            \n",
    "custom_order_records = fix_order_records(pf.order_records, signal_info, temp_info)\n",
    "custom_order_records[:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Having raw order records is not enough as vbt.Orders doesn't know what to do with the new field\n",
    "# (remember that vbt.Orders is used to analyze the records)\n",
    "# Let's create our custom class that subclasses vbt.Orders\n",
    "# and override the field config to also include the information on the new field\n",
    "\n",
    "from vectorbtpro.records.decorators import attach_fields, override_field_config\n",
    "\n",
    "@attach_fields(dict(\n",
    "    order_type=dict(attach_filters=True),\n",
    "    stop_type=dict(attach_filters=True)\n",
    "))\n",
    "@override_field_config(dict(\n",
    "    dtype=custom_order_dt,  # specify the new data type\n",
    "    settings=dict(\n",
    "        order_type=dict(\n",
    "            title=\"Order Type\",  # specify a human-readable title for the field\n",
    "            mapping=OrderType,  # specify the mapper for the field\n",
    "        ),\n",
    "        stop_type=dict(\n",
    "            title=\"Stop Type\",  # specify a human-readable title for the field\n",
    "            mapping=StopType,  # specify the mapper for the field\n",
    "        ),\n",
    "    )\n",
    "))\n",
    "class CustomOrders(vbt.Orders):\n",
    "    pass"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<font color='red'>\n",
    "An Orders class basically represents the raw order data in a more analysis-friendly fashion. For example, order records have a field \"size\", which can be analyzed by querying `pf.orders.size`. Since we've got new fields, we want to attach them in the same way. This is easily done by using two decorators: \"attach_fields\" creates properties around new fields, such as for example `pf.orders.side_buy` is an automatically-created property to filter only the records with the side \"Buy\". The second decorator \"override_field_config\" allows us to describe the fields and make them human-readable, for example, \"title\" is the name of the field whenever the user prints out `pf.orders.records_readable`.\n",
    "</font>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Finally, let's replace the order records and the class in the portfolio\n",
    "pf = pf.replace(order_records=custom_order_records, orders_cls=CustomOrders)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "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>Order Id</th>\n",
       "      <th>Column</th>\n",
       "      <th>Index</th>\n",
       "      <th>Size</th>\n",
       "      <th>Price</th>\n",
       "      <th>Fees</th>\n",
       "      <th>Side</th>\n",
       "      <th>Order Type</th>\n",
       "      <th>Stop Type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:43:00+00:00</td>\n",
       "      <td>0.055830</td>\n",
       "      <td>1791.160</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Sell</td>\n",
       "      <td>SELL</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:44:00+00:00</td>\n",
       "      <td>0.018610</td>\n",
       "      <td>1790.900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>SELL</td>\n",
       "      <td>TP1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:50:00+00:00</td>\n",
       "      <td>0.018591</td>\n",
       "      <td>1789.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>SELL</td>\n",
       "      <td>TP2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:55:00+00:00</td>\n",
       "      <td>0.018629</td>\n",
       "      <td>1796.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>SELL</td>\n",
       "      <td>SL1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>2021-09-17 11:00:00+00:00</td>\n",
       "      <td>0.056762</td>\n",
       "      <td>1761.727</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>BUY</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>3</td>\n",
       "      <td>226</td>\n",
       "      <td>2023-03-13 00:00:00+00:00</td>\n",
       "      <td>0.027003</td>\n",
       "      <td>1877.865</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>SELLSTOP</td>\n",
       "      <td>SL1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>0</td>\n",
       "      <td>227</td>\n",
       "      <td>2023-03-13 10:17:00+00:00</td>\n",
       "      <td>0.053066</td>\n",
       "      <td>1884.455</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Sell</td>\n",
       "      <td>SELL</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>1</td>\n",
       "      <td>227</td>\n",
       "      <td>2023-03-13 10:47:00+00:00</td>\n",
       "      <td>0.013174</td>\n",
       "      <td>1882.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>SELL</td>\n",
       "      <td>TP1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>2</td>\n",
       "      <td>227</td>\n",
       "      <td>2023-03-13 12:29:00+00:00</td>\n",
       "      <td>0.039892</td>\n",
       "      <td>1895.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>SELL</td>\n",
       "      <td>SL1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>0</td>\n",
       "      <td>229</td>\n",
       "      <td>2023-03-13 14:36:00+00:00</td>\n",
       "      <td>0.052468</td>\n",
       "      <td>1905.935</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Sell</td>\n",
       "      <td>SELL</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>155 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Order Id  Column                     Index      Size     Price  Fees  \\\n",
       "0           0       0 2021-09-14 12:43:00+00:00  0.055830  1791.160   0.0   \n",
       "1           1       0 2021-09-14 12:44:00+00:00  0.018610  1790.900   0.0   \n",
       "2           2       0 2021-09-14 12:50:00+00:00  0.018591  1789.400   0.0   \n",
       "3           3       0 2021-09-14 12:55:00+00:00  0.018629  1796.400   0.0   \n",
       "4           0       5 2021-09-17 11:00:00+00:00  0.056762  1761.727   0.0   \n",
       "..        ...     ...                       ...       ...       ...   ...   \n",
       "150         3     226 2023-03-13 00:00:00+00:00  0.027003  1877.865   0.0   \n",
       "151         0     227 2023-03-13 10:17:00+00:00  0.053066  1884.455   0.0   \n",
       "152         1     227 2023-03-13 10:47:00+00:00  0.013174  1882.000   0.0   \n",
       "153         2     227 2023-03-13 12:29:00+00:00  0.039892  1895.000   0.0   \n",
       "154         0     229 2023-03-13 14:36:00+00:00  0.052468  1905.935   0.0   \n",
       "\n",
       "     Side Order Type Stop Type  \n",
       "0    Sell       SELL      None  \n",
       "1     Buy       SELL       TP1  \n",
       "2     Buy       SELL       TP2  \n",
       "3     Buy       SELL       SL1  \n",
       "4     Buy        BUY      None  \n",
       "..    ...        ...       ...  \n",
       "150   Buy   SELLSTOP       SL1  \n",
       "151  Sell       SELL      None  \n",
       "152   Buy       SELL       TP1  \n",
       "153   Buy       SELL       SL1  \n",
       "154  Sell       SELL      None  \n",
       "\n",
       "[155 rows x 9 columns]"
      ]
     },
     "execution_count": 89,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# We can now effortlessly analyze the stop type\n",
    "pf.orders.records_readable"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "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>Order Id</th>\n",
       "      <th>Column</th>\n",
       "      <th>Index</th>\n",
       "      <th>Size</th>\n",
       "      <th>Price</th>\n",
       "      <th>Fees</th>\n",
       "      <th>Side</th>\n",
       "      <th>Order Type</th>\n",
       "      <th>Stop Type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:44:00+00:00</td>\n",
       "      <td>0.018610</td>\n",
       "      <td>1790.900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>SELL</td>\n",
       "      <td>TP1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:50:00+00:00</td>\n",
       "      <td>0.018591</td>\n",
       "      <td>1789.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>SELL</td>\n",
       "      <td>TP2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:55:00+00:00</td>\n",
       "      <td>0.018629</td>\n",
       "      <td>1796.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>SELL</td>\n",
       "      <td>SL1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>2021-09-17 11:00:00+00:00</td>\n",
       "      <td>0.056762</td>\n",
       "      <td>1761.727</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>BUY</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>2021-10-14 00:00:00+00:00</td>\n",
       "      <td>0.056840</td>\n",
       "      <td>1791.780</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>SELL</td>\n",
       "      <td>SL1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>1</td>\n",
       "      <td>226</td>\n",
       "      <td>2023-03-10 16:05:00+00:00</td>\n",
       "      <td>0.013292</td>\n",
       "      <td>1862.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>SELLSTOP</td>\n",
       "      <td>TP1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>2</td>\n",
       "      <td>226</td>\n",
       "      <td>2023-03-10 16:19:00+00:00</td>\n",
       "      <td>0.013324</td>\n",
       "      <td>1857.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>SELLSTOP</td>\n",
       "      <td>TP2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>3</td>\n",
       "      <td>226</td>\n",
       "      <td>2023-03-13 00:00:00+00:00</td>\n",
       "      <td>0.027003</td>\n",
       "      <td>1877.865</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>SELLSTOP</td>\n",
       "      <td>SL1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>1</td>\n",
       "      <td>227</td>\n",
       "      <td>2023-03-13 10:47:00+00:00</td>\n",
       "      <td>0.013174</td>\n",
       "      <td>1882.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>SELL</td>\n",
       "      <td>TP1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>2</td>\n",
       "      <td>227</td>\n",
       "      <td>2023-03-13 12:29:00+00:00</td>\n",
       "      <td>0.039892</td>\n",
       "      <td>1895.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Buy</td>\n",
       "      <td>SELL</td>\n",
       "      <td>SL1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>94 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Order Id  Column                     Index      Size     Price  Fees Side  \\\n",
       "0          1       0 2021-09-14 12:44:00+00:00  0.018610  1790.900   0.0  Buy   \n",
       "1          2       0 2021-09-14 12:50:00+00:00  0.018591  1789.400   0.0  Buy   \n",
       "2          3       0 2021-09-14 12:55:00+00:00  0.018629  1796.400   0.0  Buy   \n",
       "3          0       5 2021-09-17 11:00:00+00:00  0.056762  1761.727   0.0  Buy   \n",
       "4          1      21 2021-10-14 00:00:00+00:00  0.056840  1791.780   0.0  Buy   \n",
       "..       ...     ...                       ...       ...       ...   ...  ...   \n",
       "89         1     226 2023-03-10 16:05:00+00:00  0.013292  1862.000   0.0  Buy   \n",
       "90         2     226 2023-03-10 16:19:00+00:00  0.013324  1857.000   0.0  Buy   \n",
       "91         3     226 2023-03-13 00:00:00+00:00  0.027003  1877.865   0.0  Buy   \n",
       "92         1     227 2023-03-13 10:47:00+00:00  0.013174  1882.000   0.0  Buy   \n",
       "93         2     227 2023-03-13 12:29:00+00:00  0.039892  1895.000   0.0  Buy   \n",
       "\n",
       "   Order Type Stop Type  \n",
       "0        SELL       TP1  \n",
       "1        SELL       TP2  \n",
       "2        SELL       SL1  \n",
       "3         BUY      None  \n",
       "4        SELL       SL1  \n",
       "..        ...       ...  \n",
       "89   SELLSTOP       TP1  \n",
       "90   SELLSTOP       TP2  \n",
       "91   SELLSTOP       SL1  \n",
       "92       SELL       TP1  \n",
       "93       SELL       SL1  \n",
       "\n",
       "[94 rows x 9 columns]"
      ]
     },
     "execution_count": 90,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## Selecting only BUY Side orders\n",
    "pf.orders.side_buy.records_readable"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "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>id</th>\n",
       "      <th>OrderType</th>\n",
       "      <th>EntryPrice</th>\n",
       "      <th>SL</th>\n",
       "      <th>TP1</th>\n",
       "      <th>TP2</th>\n",
       "      <th>TP3</th>\n",
       "      <th>TP4</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",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2021-09-14 12:43:51+00:00</th>\n",
       "      <td>846</td>\n",
       "      <td>1</td>\n",
       "      <td>1792.4</td>\n",
       "      <td>1796.4</td>\n",
       "      <td>1790.9</td>\n",
       "      <td>1789.4</td>\n",
       "      <td>1787.4</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-15 04:24:47+00:00</th>\n",
       "      <td>854</td>\n",
       "      <td>0</td>\n",
       "      <td>1800.0</td>\n",
       "      <td>1797.5</td>\n",
       "      <td>1805.0</td>\n",
       "      <td>1810.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-15 08:08:45+00:00</th>\n",
       "      <td>866</td>\n",
       "      <td>1</td>\n",
       "      <td>1802.5</td>\n",
       "      <td>1806.5</td>\n",
       "      <td>1801.0</td>\n",
       "      <td>1799.5</td>\n",
       "      <td>1797.5</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-16 10:39:52+00:00</th>\n",
       "      <td>884</td>\n",
       "      <td>0</td>\n",
       "      <td>1780.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1781.3</td>\n",
       "      <td>1783.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-16 12:48:36+00:00</th>\n",
       "      <td>887</td>\n",
       "      <td>0</td>\n",
       "      <td>1762.3</td>\n",
       "      <td>1758.3</td>\n",
       "      <td>1763.8</td>\n",
       "      <td>1765.3</td>\n",
       "      <td>1767.3</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-13 10:17:39+00:00</th>\n",
       "      <td>4408</td>\n",
       "      <td>1</td>\n",
       "      <td>1885.0</td>\n",
       "      <td>1895.0</td>\n",
       "      <td>1882.0</td>\n",
       "      <td>1877.0</td>\n",
       "      <td>1865.0</td>\n",
       "      <td>1800.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-13 13:08:21+00:00</th>\n",
       "      <td>4411</td>\n",
       "      <td>3</td>\n",
       "      <td>1896.0</td>\n",
       "      <td>1906.0</td>\n",
       "      <td>1893.0</td>\n",
       "      <td>1888.0</td>\n",
       "      <td>1870.0</td>\n",
       "      <td>1840.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-13 14:36:09+00:00</th>\n",
       "      <td>4413</td>\n",
       "      <td>1</td>\n",
       "      <td>1907.0</td>\n",
       "      <td>1918.0</td>\n",
       "      <td>1903.0</td>\n",
       "      <td>1900.0</td>\n",
       "      <td>1890.0</td>\n",
       "      <td>1860.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-15 06:27:23+00:00</th>\n",
       "      <td>4425</td>\n",
       "      <td>3</td>\n",
       "      <td>1899.0</td>\n",
       "      <td>1910.0</td>\n",
       "      <td>1896.0</td>\n",
       "      <td>1890.0</td>\n",
       "      <td>1880.0</td>\n",
       "      <td>1850.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-16 13:03:03+00:00</th>\n",
       "      <td>4432</td>\n",
       "      <td>1</td>\n",
       "      <td>1929.0</td>\n",
       "      <td>1940.0</td>\n",
       "      <td>1926.0</td>\n",
       "      <td>1920.0</td>\n",
       "      <td>1915.0</td>\n",
       "      <td>1870.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>232 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                             id  OrderType  EntryPrice      SL     TP1  \\\n",
       "date                                                                     \n",
       "2021-09-14 12:43:51+00:00   846          1      1792.4  1796.4  1790.9   \n",
       "2021-09-15 04:24:47+00:00   854          0      1800.0  1797.5  1805.0   \n",
       "2021-09-15 08:08:45+00:00   866          1      1802.5  1806.5  1801.0   \n",
       "2021-09-16 10:39:52+00:00   884          0      1780.0     NaN  1781.3   \n",
       "2021-09-16 12:48:36+00:00   887          0      1762.3  1758.3  1763.8   \n",
       "...                         ...        ...         ...     ...     ...   \n",
       "2023-03-13 10:17:39+00:00  4408          1      1885.0  1895.0  1882.0   \n",
       "2023-03-13 13:08:21+00:00  4411          3      1896.0  1906.0  1893.0   \n",
       "2023-03-13 14:36:09+00:00  4413          1      1907.0  1918.0  1903.0   \n",
       "2023-03-15 06:27:23+00:00  4425          3      1899.0  1910.0  1896.0   \n",
       "2023-03-16 13:03:03+00:00  4432          1      1929.0  1940.0  1926.0   \n",
       "\n",
       "                              TP2     TP3     TP4  \n",
       "date                                               \n",
       "2021-09-14 12:43:51+00:00  1789.4  1787.4     NaN  \n",
       "2021-09-15 04:24:47+00:00  1810.0     NaN     NaN  \n",
       "2021-09-15 08:08:45+00:00  1799.5  1797.5     NaN  \n",
       "2021-09-16 10:39:52+00:00  1783.3     NaN     NaN  \n",
       "2021-09-16 12:48:36+00:00  1765.3  1767.3     NaN  \n",
       "...                           ...     ...     ...  \n",
       "2023-03-13 10:17:39+00:00  1877.0  1865.0  1800.0  \n",
       "2023-03-13 13:08:21+00:00  1888.0  1870.0  1840.0  \n",
       "2023-03-13 14:36:09+00:00  1900.0  1890.0  1860.0  \n",
       "2023-03-15 06:27:23+00:00  1890.0  1880.0  1850.0  \n",
       "2023-03-16 13:03:03+00:00  1920.0  1915.0  1870.0  \n",
       "\n",
       "[232 rows x 8 columns]"
      ]
     },
     "execution_count": 91,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# And here are the signals that correspond to these records for verification\n",
    "signal_data.get()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0      4\n",
       "1      0\n",
       "2      0\n",
       "3      0\n",
       "4      0\n",
       "      ..\n",
       "227    3\n",
       "228    0\n",
       "229    1\n",
       "230    0\n",
       "231    0\n",
       "Name: count, Length: 232, dtype: int64"
      ]
     },
     "execution_count": 92,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pf.orders.count()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Filtering Telegram Signals which got skipped\n",
    "If we run `np.flatnonzero(pf.orders.count() == 0)` we can get the rows of the signals that were skipped. Since we have the  `ID` column of the Telegram messages, we use these indices to select signal data, like this `signal_data.get().iloc[np.flatnonzero(pf.orders.count() == 0)]`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "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>id</th>\n",
       "      <th>OrderType</th>\n",
       "      <th>EntryPrice</th>\n",
       "      <th>SL</th>\n",
       "      <th>TP1</th>\n",
       "      <th>TP2</th>\n",
       "      <th>TP3</th>\n",
       "      <th>TP4</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",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2021-09-15 04:24:47+00:00</th>\n",
       "      <td>854</td>\n",
       "      <td>0</td>\n",
       "      <td>1800.0</td>\n",
       "      <td>1797.5</td>\n",
       "      <td>1805.0</td>\n",
       "      <td>1810.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-15 08:08:45+00:00</th>\n",
       "      <td>866</td>\n",
       "      <td>1</td>\n",
       "      <td>1802.5</td>\n",
       "      <td>1806.5</td>\n",
       "      <td>1801.0</td>\n",
       "      <td>1799.5</td>\n",
       "      <td>1797.5</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-16 10:39:52+00:00</th>\n",
       "      <td>884</td>\n",
       "      <td>0</td>\n",
       "      <td>1780.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1781.3</td>\n",
       "      <td>1783.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-16 12:48:36+00:00</th>\n",
       "      <td>887</td>\n",
       "      <td>0</td>\n",
       "      <td>1762.3</td>\n",
       "      <td>1758.3</td>\n",
       "      <td>1763.8</td>\n",
       "      <td>1765.3</td>\n",
       "      <td>1767.3</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-21 13:42:40+00:00</th>\n",
       "      <td>942</td>\n",
       "      <td>1</td>\n",
       "      <td>1775.0</td>\n",
       "      <td>1776.0</td>\n",
       "      <td>1769.0</td>\n",
       "      <td>1766.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-08 15:15:01+00:00</th>\n",
       "      <td>4381</td>\n",
       "      <td>1</td>\n",
       "      <td>1820.0</td>\n",
       "      <td>1830.0</td>\n",
       "      <td>1817.0</td>\n",
       "      <td>1812.0</td>\n",
       "      <td>1805.0</td>\n",
       "      <td>1770.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-08 15:38:05+00:00</th>\n",
       "      <td>4382</td>\n",
       "      <td>1</td>\n",
       "      <td>1823.0</td>\n",
       "      <td>1830.0</td>\n",
       "      <td>1820.0</td>\n",
       "      <td>1815.0</td>\n",
       "      <td>1805.0</td>\n",
       "      <td>1770.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-13 13:08:21+00:00</th>\n",
       "      <td>4411</td>\n",
       "      <td>3</td>\n",
       "      <td>1896.0</td>\n",
       "      <td>1906.0</td>\n",
       "      <td>1893.0</td>\n",
       "      <td>1888.0</td>\n",
       "      <td>1870.0</td>\n",
       "      <td>1840.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-15 06:27:23+00:00</th>\n",
       "      <td>4425</td>\n",
       "      <td>3</td>\n",
       "      <td>1899.0</td>\n",
       "      <td>1910.0</td>\n",
       "      <td>1896.0</td>\n",
       "      <td>1890.0</td>\n",
       "      <td>1880.0</td>\n",
       "      <td>1850.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-03-16 13:03:03+00:00</th>\n",
       "      <td>4432</td>\n",
       "      <td>1</td>\n",
       "      <td>1929.0</td>\n",
       "      <td>1940.0</td>\n",
       "      <td>1926.0</td>\n",
       "      <td>1920.0</td>\n",
       "      <td>1915.0</td>\n",
       "      <td>1870.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>187 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                             id  OrderType  EntryPrice      SL     TP1  \\\n",
       "date                                                                     \n",
       "2021-09-15 04:24:47+00:00   854          0      1800.0  1797.5  1805.0   \n",
       "2021-09-15 08:08:45+00:00   866          1      1802.5  1806.5  1801.0   \n",
       "2021-09-16 10:39:52+00:00   884          0      1780.0     NaN  1781.3   \n",
       "2021-09-16 12:48:36+00:00   887          0      1762.3  1758.3  1763.8   \n",
       "2021-09-21 13:42:40+00:00   942          1      1775.0  1776.0  1769.0   \n",
       "...                         ...        ...         ...     ...     ...   \n",
       "2023-03-08 15:15:01+00:00  4381          1      1820.0  1830.0  1817.0   \n",
       "2023-03-08 15:38:05+00:00  4382          1      1823.0  1830.0  1820.0   \n",
       "2023-03-13 13:08:21+00:00  4411          3      1896.0  1906.0  1893.0   \n",
       "2023-03-15 06:27:23+00:00  4425          3      1899.0  1910.0  1896.0   \n",
       "2023-03-16 13:03:03+00:00  4432          1      1929.0  1940.0  1926.0   \n",
       "\n",
       "                              TP2     TP3     TP4  \n",
       "date                                               \n",
       "2021-09-15 04:24:47+00:00  1810.0     NaN     NaN  \n",
       "2021-09-15 08:08:45+00:00  1799.5  1797.5     NaN  \n",
       "2021-09-16 10:39:52+00:00  1783.3     NaN     NaN  \n",
       "2021-09-16 12:48:36+00:00  1765.3  1767.3     NaN  \n",
       "2021-09-21 13:42:40+00:00  1766.0     NaN     NaN  \n",
       "...                           ...     ...     ...  \n",
       "2023-03-08 15:15:01+00:00  1812.0  1805.0  1770.0  \n",
       "2023-03-08 15:38:05+00:00  1815.0  1805.0  1770.0  \n",
       "2023-03-13 13:08:21+00:00  1888.0  1870.0  1840.0  \n",
       "2023-03-15 06:27:23+00:00  1890.0  1880.0  1850.0  \n",
       "2023-03-16 13:03:03+00:00  1920.0  1915.0  1870.0  \n",
       "\n",
       "[187 rows x 8 columns]"
      ]
     },
     "execution_count": 93,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "signal_data.get().iloc[np.flatnonzero(pf.orders.count() == 0)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Nr. Orders which got skipped: 187\n"
     ]
    }
   ],
   "source": [
    "print(\"Nr. Orders which got skipped:\", (pf.orders.count() == 0).sum())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "45\n"
     ]
    }
   ],
   "source": [
    "# We can see that some signals were skipped, let's remove them from the portfolio\n",
    "pf = pf.loc[:, pf.orders.count() >= 1]\n",
    "print(len(pf.wrapper.columns))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Analysis and Visualization of our Signals Backtesting"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Start                 2021-09-02 00:00:00+00:00\n",
      "End                   2023-03-13 23:59:00+00:00\n",
      "Period                         83 days 06:26:00\n",
      "Count                                       155\n",
      "Value Counts: None                           45\n",
      "Value Counts: SL1                            34\n",
      "Value Counts: TP1                            34\n",
      "Value Counts: TP2                            30\n",
      "Value Counts: TP3                             8\n",
      "Value Counts: TP4                             4\n",
      "Name: group, dtype: object\n"
     ]
    }
   ],
   "source": [
    "# There are various ways to analyze the data\n",
    "# For example, we can count how many times each stop type was triggered\n",
    "# Since we want to combine all trades in each statistic, we need to provide grouping\n",
    "\n",
    "print(pf.orders.stop_type.stats(group_by=True))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There were 225 signals (columns) and the above stats show the distribution of stop types, where None means that the order was not any type of a stop order and Stop Loss was hit 34 times, while TP3 and TP4 was hit very sparringly at 8 and 4 times respectively."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Start                         2021-09-02 00:00:00+00:00\n",
       "End                           2023-03-13 23:59:00+00:00\n",
       "Period                                 83 days 06:26:00\n",
       "First Trade Start             2021-09-14 12:43:00+00:00\n",
       "Last Trade End                2023-03-13 23:59:00+00:00\n",
       "Coverage                               32 days 18:10:00\n",
       "Overlap Coverage                        5 days 09:17:00\n",
       "Total Records                                        45\n",
       "Total Long Trades                                    11\n",
       "Total Short Trades                                   34\n",
       "Total Closed Trades                                  44\n",
       "Total Open Trades                                     1\n",
       "Open Trade PnL                                 -0.32732\n",
       "Win Rate [%]                                  27.272727\n",
       "Max Win Streak                                        1\n",
       "Max Loss Streak                                       1\n",
       "Best Trade [%]                                 2.876974\n",
       "Worst Trade [%]                               -1.844539\n",
       "Avg Winning Trade [%]                           0.94318\n",
       "Avg Losing Trade [%]                           -0.36128\n",
       "Avg Winning Trade Duration              1 days 09:37:30\n",
       "Avg Losing Trade Duration        0 days 15:46:16.875000\n",
       "Profit Factor                                  0.978998\n",
       "Expectancy                                    -0.005518\n",
       "SQN                                           -0.045627\n",
       "Edge Ratio                                     1.497918\n",
       "Name: group, dtype: object"
      ]
     },
     "execution_count": 97,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# We can also get the position stats for P&L information\n",
    "pf.positions.stats(group_by=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "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>Exit Trade Id</th>\n",
       "      <th>Column</th>\n",
       "      <th>Size</th>\n",
       "      <th>Entry Order Id</th>\n",
       "      <th>Entry Index</th>\n",
       "      <th>Avg Entry Price</th>\n",
       "      <th>Entry Fees</th>\n",
       "      <th>Exit Order Id</th>\n",
       "      <th>Exit Index</th>\n",
       "      <th>Avg Exit Price</th>\n",
       "      <th>Exit Fees</th>\n",
       "      <th>PnL</th>\n",
       "      <th>Return</th>\n",
       "      <th>Direction</th>\n",
       "      <th>Status</th>\n",
       "      <th>Position Id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.018610</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:43:00+00:00</td>\n",
       "      <td>1791.1600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2021-09-14 12:44:00+00:00</td>\n",
       "      <td>1790.9000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.004839</td>\n",
       "      <td>0.000145</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.018591</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:43:00+00:00</td>\n",
       "      <td>1791.1600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2021-09-14 12:50:00+00:00</td>\n",
       "      <td>1789.4000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.032719</td>\n",
       "      <td>0.000983</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0.018629</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:43:00+00:00</td>\n",
       "      <td>1791.1600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2021-09-14 12:55:00+00:00</td>\n",
       "      <td>1796.4000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.097619</td>\n",
       "      <td>-0.002925</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>0.056762</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-17 11:00:00+00:00</td>\n",
       "      <td>1761.7270</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2021-09-17 12:54:00+00:00</td>\n",
       "      <td>1755.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.381841</td>\n",
       "      <td>-0.003818</td>\n",
       "      <td>Long</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0</td>\n",
       "      <td>21</td>\n",
       "      <td>0.056840</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-10-05 15:46:00+00:00</td>\n",
       "      <td>1759.3285</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2021-10-14 00:00:00+00:00</td>\n",
       "      <td>1791.7800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.844539</td>\n",
       "      <td>-0.018445</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>1</td>\n",
       "      <td>226</td>\n",
       "      <td>0.013324</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-03-10 15:51:00+00:00</td>\n",
       "      <td>1865.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2023-03-10 16:19:00+00:00</td>\n",
       "      <td>1857.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.106591</td>\n",
       "      <td>0.004290</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>2</td>\n",
       "      <td>226</td>\n",
       "      <td>0.027003</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-03-10 15:51:00+00:00</td>\n",
       "      <td>1865.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2023-03-13 00:00:00+00:00</td>\n",
       "      <td>1877.8650</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.347394</td>\n",
       "      <td>-0.006898</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>0</td>\n",
       "      <td>227</td>\n",
       "      <td>0.013174</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-03-13 10:17:00+00:00</td>\n",
       "      <td>1884.4550</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2023-03-13 10:47:00+00:00</td>\n",
       "      <td>1882.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.032342</td>\n",
       "      <td>0.001303</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>1</td>\n",
       "      <td>227</td>\n",
       "      <td>0.039892</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-03-13 10:17:00+00:00</td>\n",
       "      <td>1884.4550</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2023-03-13 12:29:00+00:00</td>\n",
       "      <td>1895.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.420660</td>\n",
       "      <td>-0.005596</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>0</td>\n",
       "      <td>229</td>\n",
       "      <td>0.052468</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-03-13 14:36:00+00:00</td>\n",
       "      <td>1905.9350</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1</td>\n",
       "      <td>2023-03-13 23:59:00+00:00</td>\n",
       "      <td>1912.1735</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.327320</td>\n",
       "      <td>-0.003273</td>\n",
       "      <td>Short</td>\n",
       "      <td>Open</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>111 rows × 16 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Exit Trade Id  Column      Size  Entry Order Id  \\\n",
       "0                0       0  0.018610               0   \n",
       "1                1       0  0.018591               0   \n",
       "2                2       0  0.018629               0   \n",
       "3                0       5  0.056762               0   \n",
       "4                0      21  0.056840               0   \n",
       "..             ...     ...       ...             ...   \n",
       "106              1     226  0.013324               0   \n",
       "107              2     226  0.027003               0   \n",
       "108              0     227  0.013174               0   \n",
       "109              1     227  0.039892               0   \n",
       "110              0     229  0.052468               0   \n",
       "\n",
       "                  Entry Index  Avg Entry Price  Entry Fees  Exit Order Id  \\\n",
       "0   2021-09-14 12:43:00+00:00        1791.1600         0.0              1   \n",
       "1   2021-09-14 12:43:00+00:00        1791.1600         0.0              2   \n",
       "2   2021-09-14 12:43:00+00:00        1791.1600         0.0              3   \n",
       "3   2021-09-17 11:00:00+00:00        1761.7270         0.0              1   \n",
       "4   2021-10-05 15:46:00+00:00        1759.3285         0.0              1   \n",
       "..                        ...              ...         ...            ...   \n",
       "106 2023-03-10 15:51:00+00:00        1865.0000         0.0              2   \n",
       "107 2023-03-10 15:51:00+00:00        1865.0000         0.0              3   \n",
       "108 2023-03-13 10:17:00+00:00        1884.4550         0.0              1   \n",
       "109 2023-03-13 10:17:00+00:00        1884.4550         0.0              2   \n",
       "110 2023-03-13 14:36:00+00:00        1905.9350         0.0             -1   \n",
       "\n",
       "                   Exit Index  Avg Exit Price  Exit Fees       PnL    Return  \\\n",
       "0   2021-09-14 12:44:00+00:00       1790.9000        0.0  0.004839  0.000145   \n",
       "1   2021-09-14 12:50:00+00:00       1789.4000        0.0  0.032719  0.000983   \n",
       "2   2021-09-14 12:55:00+00:00       1796.4000        0.0 -0.097619 -0.002925   \n",
       "3   2021-09-17 12:54:00+00:00       1755.0000        0.0 -0.381841 -0.003818   \n",
       "4   2021-10-14 00:00:00+00:00       1791.7800        0.0 -1.844539 -0.018445   \n",
       "..                        ...             ...        ...       ...       ...   \n",
       "106 2023-03-10 16:19:00+00:00       1857.0000        0.0  0.106591  0.004290   \n",
       "107 2023-03-13 00:00:00+00:00       1877.8650        0.0 -0.347394 -0.006898   \n",
       "108 2023-03-13 10:47:00+00:00       1882.0000        0.0  0.032342  0.001303   \n",
       "109 2023-03-13 12:29:00+00:00       1895.0000        0.0 -0.420660 -0.005596   \n",
       "110 2023-03-13 23:59:00+00:00       1912.1735        0.0 -0.327320 -0.003273   \n",
       "\n",
       "    Direction  Status  Position Id  \n",
       "0       Short  Closed            0  \n",
       "1       Short  Closed            0  \n",
       "2       Short  Closed            0  \n",
       "3        Long  Closed            0  \n",
       "4       Short  Closed            0  \n",
       "..        ...     ...          ...  \n",
       "106     Short  Closed            0  \n",
       "107     Short  Closed            0  \n",
       "108     Short  Closed            0  \n",
       "109     Short  Closed            0  \n",
       "110     Short    Open            0  \n",
       "\n",
       "[111 rows x 16 columns]"
      ]
     },
     "execution_count": 98,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pf.trades.records_readable"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0])"
      ]
     },
     "execution_count": 99,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pf.trades.records_readable['Position Id'].unique()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Trades vs Orders: <br>\n",
    "`pf.Orders` is our customized vectorBT representation of the various orders that result from the simulation of our signals data.\n",
    "\n",
    "Trades in `vectorbtpro` world are a bit different from what you normally call trades. There are two types of trades: entry trades and exit trades. For example, a position may have several entry orders that increase the position and several exit orders that decrease the position. The first are called entry trades, the second exit trades. `pf.trades` is the same as `pf.exit_trades`, for entry trades you can query `pf.entry_trades` "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "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>Entry Trade Id</th>\n",
       "      <th>Column</th>\n",
       "      <th>Size</th>\n",
       "      <th>Entry Order Id</th>\n",
       "      <th>Entry Index</th>\n",
       "      <th>Avg Entry Price</th>\n",
       "      <th>Entry Fees</th>\n",
       "      <th>Exit Order Id</th>\n",
       "      <th>Exit Index</th>\n",
       "      <th>Avg Exit Price</th>\n",
       "      <th>Exit Fees</th>\n",
       "      <th>PnL</th>\n",
       "      <th>Return</th>\n",
       "      <th>Direction</th>\n",
       "      <th>Status</th>\n",
       "      <th>Position Id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.055830</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:43:00+00:00</td>\n",
       "      <td>1791.1600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2021-09-14 12:55:00+00:00</td>\n",
       "      <td>1792.235783</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.060061</td>\n",
       "      <td>-0.000601</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>0.056762</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-17 11:00:00+00:00</td>\n",
       "      <td>1761.7270</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2021-09-17 12:54:00+00:00</td>\n",
       "      <td>1755.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.381841</td>\n",
       "      <td>-0.003818</td>\n",
       "      <td>Long</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0</td>\n",
       "      <td>21</td>\n",
       "      <td>0.056840</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-10-05 15:46:00+00:00</td>\n",
       "      <td>1759.3285</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2021-10-14 00:00:00+00:00</td>\n",
       "      <td>1791.780000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.844539</td>\n",
       "      <td>-0.018445</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0</td>\n",
       "      <td>27</td>\n",
       "      <td>0.055685</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-10-14 08:03:00+00:00</td>\n",
       "      <td>1795.8235</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2021-10-14 10:02:00+00:00</td>\n",
       "      <td>1798.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.165746</td>\n",
       "      <td>-0.001657</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0</td>\n",
       "      <td>32</td>\n",
       "      <td>0.054156</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-01-20 15:04:00+00:00</td>\n",
       "      <td>1846.5100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>2022-01-26 19:03:00+00:00</td>\n",
       "      <td>1836.717318</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.530335</td>\n",
       "      <td>0.005303</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>0</td>\n",
       "      <td>35</td>\n",
       "      <td>0.053757</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-02-14 14:37:00+00:00</td>\n",
       "      <td>1860.2400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2022-02-14 15:16:00+00:00</td>\n",
       "      <td>1868.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.417150</td>\n",
       "      <td>-0.004172</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>0</td>\n",
       "      <td>46</td>\n",
       "      <td>0.050660</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-03-10 01:06:00+00:00</td>\n",
       "      <td>1973.9450</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2022-03-10 11:09:00+00:00</td>\n",
       "      <td>1991.658877</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.897385</td>\n",
       "      <td>0.008974</td>\n",
       "      <td>Long</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>0</td>\n",
       "      <td>47</td>\n",
       "      <td>0.050472</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-03-10 07:05:00+00:00</td>\n",
       "      <td>1981.2930</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2022-03-10 11:09:00+00:00</td>\n",
       "      <td>1994.663824</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.674853</td>\n",
       "      <td>0.006749</td>\n",
       "      <td>Long</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>0</td>\n",
       "      <td>48</td>\n",
       "      <td>0.050042</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-03-10 14:57:00+00:00</td>\n",
       "      <td>1998.3380</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2022-03-14 00:00:00+00:00</td>\n",
       "      <td>1984.930000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.670958</td>\n",
       "      <td>-0.006710</td>\n",
       "      <td>Long</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>0</td>\n",
       "      <td>50</td>\n",
       "      <td>0.050699</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-03-14 01:18:00+00:00</td>\n",
       "      <td>1972.4250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2022-03-14 08:57:00+00:00</td>\n",
       "      <td>1970.666667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.089146</td>\n",
       "      <td>-0.000891</td>\n",
       "      <td>Long</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>0</td>\n",
       "      <td>51</td>\n",
       "      <td>0.051462</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-03-24 01:45:00+00:00</td>\n",
       "      <td>1943.1675</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2022-03-24 11:40:00+00:00</td>\n",
       "      <td>1947.700070</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.233257</td>\n",
       "      <td>-0.002333</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>0</td>\n",
       "      <td>52</td>\n",
       "      <td>0.051373</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-03-24 11:32:00+00:00</td>\n",
       "      <td>1946.5545</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2022-03-24 11:40:00+00:00</td>\n",
       "      <td>1947.275000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.037014</td>\n",
       "      <td>0.000370</td>\n",
       "      <td>Long</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.051217</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-03-24 11:46:00+00:00</td>\n",
       "      <td>1952.4725</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2022-03-30 00:00:00+00:00</td>\n",
       "      <td>1946.514917</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.305130</td>\n",
       "      <td>-0.003051</td>\n",
       "      <td>Long</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>0</td>\n",
       "      <td>56</td>\n",
       "      <td>0.052012</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-03-30 01:25:00+00:00</td>\n",
       "      <td>1922.6325</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2022-04-21 00:00:00+00:00</td>\n",
       "      <td>1942.427500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.029578</td>\n",
       "      <td>0.010296</td>\n",
       "      <td>Long</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>0</td>\n",
       "      <td>63</td>\n",
       "      <td>0.051380</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-04-21 12:41:00+00:00</td>\n",
       "      <td>1946.2980</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2022-05-09 00:00:00+00:00</td>\n",
       "      <td>1911.743445</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.775399</td>\n",
       "      <td>0.017754</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>0</td>\n",
       "      <td>70</td>\n",
       "      <td>0.054021</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-05-11 09:06:00+00:00</td>\n",
       "      <td>1851.1345</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2022-05-24 13:12:00+00:00</td>\n",
       "      <td>1851.202702</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.003684</td>\n",
       "      <td>-0.000037</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>0</td>\n",
       "      <td>77</td>\n",
       "      <td>0.053794</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-05-24 08:25:00+00:00</td>\n",
       "      <td>1858.9405</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2022-07-19 00:00:00+00:00</td>\n",
       "      <td>1805.459265</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.876974</td>\n",
       "      <td>0.028770</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>0</td>\n",
       "      <td>111</td>\n",
       "      <td>0.056982</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-08-19 07:01:00+00:00</td>\n",
       "      <td>1754.9380</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2022-09-13 13:02:00+00:00</td>\n",
       "      <td>1733.215120</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.237815</td>\n",
       "      <td>0.012378</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>0</td>\n",
       "      <td>116</td>\n",
       "      <td>0.058411</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-08-31 12:25:00+00:00</td>\n",
       "      <td>1712.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2022-09-13 13:02:00+00:00</td>\n",
       "      <td>1712.006528</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000381</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>Long</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "      <td>0.058781</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-09-13 13:25:00+00:00</td>\n",
       "      <td>1701.2235</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2022-09-16 00:00:00+00:00</td>\n",
       "      <td>1691.510743</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.570928</td>\n",
       "      <td>-0.005709</td>\n",
       "      <td>Long</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>0</td>\n",
       "      <td>125</td>\n",
       "      <td>0.060044</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-09-19 12:37:00+00:00</td>\n",
       "      <td>1665.4585</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2022-09-21 18:35:00+00:00</td>\n",
       "      <td>1666.711569</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.075239</td>\n",
       "      <td>-0.000752</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>0</td>\n",
       "      <td>126</td>\n",
       "      <td>0.059773</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-09-21 13:44:00+00:00</td>\n",
       "      <td>1673.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2022-09-21 18:44:00+00:00</td>\n",
       "      <td>1673.018246</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.001091</td>\n",
       "      <td>-0.000011</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>0</td>\n",
       "      <td>129</td>\n",
       "      <td>0.060758</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-09-28 13:33:00+00:00</td>\n",
       "      <td>1645.8850</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2022-09-30 06:54:00+00:00</td>\n",
       "      <td>1653.966033</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.490984</td>\n",
       "      <td>-0.004910</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>0</td>\n",
       "      <td>130</td>\n",
       "      <td>0.060234</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-09-28 17:11:00+00:00</td>\n",
       "      <td>1660.1975</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2022-09-30 14:37:00+00:00</td>\n",
       "      <td>1662.044470</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.111250</td>\n",
       "      <td>-0.001113</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>0</td>\n",
       "      <td>136</td>\n",
       "      <td>0.060110</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-10-11 10:36:00+00:00</td>\n",
       "      <td>1663.6215</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2022-10-13 12:45:00+00:00</td>\n",
       "      <td>1662.669895</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.057201</td>\n",
       "      <td>-0.000572</td>\n",
       "      <td>Long</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>0</td>\n",
       "      <td>139</td>\n",
       "      <td>0.060350</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-10-13 12:39:00+00:00</td>\n",
       "      <td>1657.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2022-10-13 15:39:00+00:00</td>\n",
       "      <td>1657.026043</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.001572</td>\n",
       "      <td>-0.000016</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>0</td>\n",
       "      <td>140</td>\n",
       "      <td>0.060096</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-10-17 12:33:00+00:00</td>\n",
       "      <td>1664.0150</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2022-11-06 23:00:00+00:00</td>\n",
       "      <td>1664.041533</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.001594</td>\n",
       "      <td>-0.000016</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>0</td>\n",
       "      <td>155</td>\n",
       "      <td>0.056384</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-11-16 03:34:00+00:00</td>\n",
       "      <td>1773.5600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2022-11-16 10:21:00+00:00</td>\n",
       "      <td>1780.358997</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.383353</td>\n",
       "      <td>-0.003834</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>0</td>\n",
       "      <td>156</td>\n",
       "      <td>0.056114</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-11-16 10:39:00+00:00</td>\n",
       "      <td>1782.0800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2022-12-05 00:00:00+00:00</td>\n",
       "      <td>1784.053532</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.110743</td>\n",
       "      <td>-0.001107</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>0</td>\n",
       "      <td>159</td>\n",
       "      <td>0.057057</td>\n",
       "      <td>0</td>\n",
       "      <td>2022-11-25 08:20:00+00:00</td>\n",
       "      <td>1752.6295</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2022-12-05 00:00:00+00:00</td>\n",
       "      <td>1782.766007</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.719502</td>\n",
       "      <td>-0.017195</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>0</td>\n",
       "      <td>178</td>\n",
       "      <td>0.053879</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-01-04 07:47:00+00:00</td>\n",
       "      <td>1856.0150</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2023-01-06 19:41:00+00:00</td>\n",
       "      <td>1857.699209</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.090743</td>\n",
       "      <td>-0.000907</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>0</td>\n",
       "      <td>179</td>\n",
       "      <td>0.054367</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-01-06 02:24:00+00:00</td>\n",
       "      <td>1839.3350</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2023-01-06 15:05:00+00:00</td>\n",
       "      <td>1843.785817</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.241980</td>\n",
       "      <td>-0.002420</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>0</td>\n",
       "      <td>180</td>\n",
       "      <td>0.054268</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-01-06 13:40:00+00:00</td>\n",
       "      <td>1842.7065</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2023-01-06 13:47:00+00:00</td>\n",
       "      <td>1850.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.395804</td>\n",
       "      <td>-0.003958</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>0</td>\n",
       "      <td>181</td>\n",
       "      <td>0.054105</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-01-06 14:04:00+00:00</td>\n",
       "      <td>1848.2500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2023-01-06 15:08:00+00:00</td>\n",
       "      <td>1850.355558</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.113922</td>\n",
       "      <td>-0.001139</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>0</td>\n",
       "      <td>182</td>\n",
       "      <td>0.053310</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-01-09 05:13:00+00:00</td>\n",
       "      <td>1875.8300</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2023-01-15 23:00:00+00:00</td>\n",
       "      <td>1888.282490</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.663839</td>\n",
       "      <td>-0.006638</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>0</td>\n",
       "      <td>187</td>\n",
       "      <td>0.052329</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-01-17 05:30:00+00:00</td>\n",
       "      <td>1911.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2023-01-25 00:00:00+00:00</td>\n",
       "      <td>1916.413678</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.283290</td>\n",
       "      <td>-0.002833</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>0</td>\n",
       "      <td>194</td>\n",
       "      <td>0.051787</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-01-25 15:34:00+00:00</td>\n",
       "      <td>1931.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2023-01-25 17:33:00+00:00</td>\n",
       "      <td>1940.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.466080</td>\n",
       "      <td>-0.004661</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>0</td>\n",
       "      <td>195</td>\n",
       "      <td>0.051603</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-01-25 17:58:00+00:00</td>\n",
       "      <td>1937.8700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2023-02-03 13:41:00+00:00</td>\n",
       "      <td>1916.134703</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.121608</td>\n",
       "      <td>0.011216</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>0</td>\n",
       "      <td>202</td>\n",
       "      <td>0.051975</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-01-31 15:07:00+00:00</td>\n",
       "      <td>1924.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>2023-02-03 15:10:00+00:00</td>\n",
       "      <td>1903.895890</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.044912</td>\n",
       "      <td>0.010449</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>0</td>\n",
       "      <td>221</td>\n",
       "      <td>0.053868</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-03-06 07:32:00+00:00</td>\n",
       "      <td>1856.3735</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>2023-03-10 20:57:00+00:00</td>\n",
       "      <td>1854.667343</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.091908</td>\n",
       "      <td>0.000919</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>0</td>\n",
       "      <td>224</td>\n",
       "      <td>0.055002</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-03-09 08:48:00+00:00</td>\n",
       "      <td>1818.1015</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2023-03-09 14:20:00+00:00</td>\n",
       "      <td>1828.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.544442</td>\n",
       "      <td>-0.005444</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>0</td>\n",
       "      <td>225</td>\n",
       "      <td>0.054756</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-03-09 14:26:00+00:00</td>\n",
       "      <td>1826.2950</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2023-03-09 15:07:00+00:00</td>\n",
       "      <td>1835.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.476648</td>\n",
       "      <td>-0.004766</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>0</td>\n",
       "      <td>226</td>\n",
       "      <td>0.053619</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-03-10 15:51:00+00:00</td>\n",
       "      <td>1865.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2023-03-13 00:00:00+00:00</td>\n",
       "      <td>1868.747273</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.200926</td>\n",
       "      <td>-0.002009</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>0</td>\n",
       "      <td>227</td>\n",
       "      <td>0.053066</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-03-13 10:17:00+00:00</td>\n",
       "      <td>1884.4550</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2023-03-13 12:29:00+00:00</td>\n",
       "      <td>1891.772688</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.388319</td>\n",
       "      <td>-0.003883</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>0</td>\n",
       "      <td>229</td>\n",
       "      <td>0.052468</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-03-13 14:36:00+00:00</td>\n",
       "      <td>1905.9350</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1</td>\n",
       "      <td>2023-03-13 23:59:00+00:00</td>\n",
       "      <td>1912.173500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.327320</td>\n",
       "      <td>-0.003273</td>\n",
       "      <td>Short</td>\n",
       "      <td>Open</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    Entry Trade Id  Column      Size  Entry Order Id  \\\n",
       "0                0       0  0.055830               0   \n",
       "1                0       5  0.056762               0   \n",
       "2                0      21  0.056840               0   \n",
       "3                0      27  0.055685               0   \n",
       "4                0      32  0.054156               0   \n",
       "5                0      35  0.053757               0   \n",
       "6                0      46  0.050660               0   \n",
       "7                0      47  0.050472               0   \n",
       "8                0      48  0.050042               0   \n",
       "9                0      50  0.050699               0   \n",
       "10               0      51  0.051462               0   \n",
       "11               0      52  0.051373               0   \n",
       "12               0      53  0.051217               0   \n",
       "13               0      56  0.052012               0   \n",
       "14               0      63  0.051380               0   \n",
       "15               0      70  0.054021               0   \n",
       "16               0      77  0.053794               0   \n",
       "17               0     111  0.056982               0   \n",
       "18               0     116  0.058411               0   \n",
       "19               0     123  0.058781               0   \n",
       "20               0     125  0.060044               0   \n",
       "21               0     126  0.059773               0   \n",
       "22               0     129  0.060758               0   \n",
       "23               0     130  0.060234               0   \n",
       "24               0     136  0.060110               0   \n",
       "25               0     139  0.060350               0   \n",
       "26               0     140  0.060096               0   \n",
       "27               0     155  0.056384               0   \n",
       "28               0     156  0.056114               0   \n",
       "29               0     159  0.057057               0   \n",
       "30               0     178  0.053879               0   \n",
       "31               0     179  0.054367               0   \n",
       "32               0     180  0.054268               0   \n",
       "33               0     181  0.054105               0   \n",
       "34               0     182  0.053310               0   \n",
       "35               0     187  0.052329               0   \n",
       "36               0     194  0.051787               0   \n",
       "37               0     195  0.051603               0   \n",
       "38               0     202  0.051975               0   \n",
       "39               0     221  0.053868               0   \n",
       "40               0     224  0.055002               0   \n",
       "41               0     225  0.054756               0   \n",
       "42               0     226  0.053619               0   \n",
       "43               0     227  0.053066               0   \n",
       "44               0     229  0.052468               0   \n",
       "\n",
       "                 Entry Index  Avg Entry Price  Entry Fees  Exit Order Id  \\\n",
       "0  2021-09-14 12:43:00+00:00        1791.1600         0.0              3   \n",
       "1  2021-09-17 11:00:00+00:00        1761.7270         0.0              1   \n",
       "2  2021-10-05 15:46:00+00:00        1759.3285         0.0              1   \n",
       "3  2021-10-14 08:03:00+00:00        1795.8235         0.0              1   \n",
       "4  2022-01-20 15:04:00+00:00        1846.5100         0.0              4   \n",
       "5  2022-02-14 14:37:00+00:00        1860.2400         0.0              1   \n",
       "6  2022-03-10 01:06:00+00:00        1973.9450         0.0              3   \n",
       "7  2022-03-10 07:05:00+00:00        1981.2930         0.0              3   \n",
       "8  2022-03-10 14:57:00+00:00        1998.3380         0.0              2   \n",
       "9  2022-03-14 01:18:00+00:00        1972.4250         0.0              2   \n",
       "10 2022-03-24 01:45:00+00:00        1943.1675         0.0              2   \n",
       "11 2022-03-24 11:32:00+00:00        1946.5545         0.0              2   \n",
       "12 2022-03-24 11:46:00+00:00        1952.4725         0.0              3   \n",
       "13 2022-03-30 01:25:00+00:00        1922.6325         0.0              2   \n",
       "14 2022-04-21 12:41:00+00:00        1946.2980         0.0              3   \n",
       "15 2022-05-11 09:06:00+00:00        1851.1345         0.0              3   \n",
       "16 2022-05-24 08:25:00+00:00        1858.9405         0.0              3   \n",
       "17 2022-08-19 07:01:00+00:00        1754.9380         0.0              3   \n",
       "18 2022-08-31 12:25:00+00:00        1712.0000         0.0              3   \n",
       "19 2022-09-13 13:25:00+00:00        1701.2235         0.0              3   \n",
       "20 2022-09-19 12:37:00+00:00        1665.4585         0.0              3   \n",
       "21 2022-09-21 13:44:00+00:00        1673.0000         0.0              3   \n",
       "22 2022-09-28 13:33:00+00:00        1645.8850         0.0              2   \n",
       "23 2022-09-28 17:11:00+00:00        1660.1975         0.0              3   \n",
       "24 2022-10-11 10:36:00+00:00        1663.6215         0.0              3   \n",
       "25 2022-10-13 12:39:00+00:00        1657.0000         0.0              3   \n",
       "26 2022-10-17 12:33:00+00:00        1664.0150         0.0              3   \n",
       "27 2022-11-16 03:34:00+00:00        1773.5600         0.0              2   \n",
       "28 2022-11-16 10:39:00+00:00        1782.0800         0.0              3   \n",
       "29 2022-11-25 08:20:00+00:00        1752.6295         0.0              2   \n",
       "30 2023-01-04 07:47:00+00:00        1856.0150         0.0              3   \n",
       "31 2023-01-06 02:24:00+00:00        1839.3350         0.0              3   \n",
       "32 2023-01-06 13:40:00+00:00        1842.7065         0.0              1   \n",
       "33 2023-01-06 14:04:00+00:00        1848.2500         0.0              3   \n",
       "34 2023-01-09 05:13:00+00:00        1875.8300         0.0              3   \n",
       "35 2023-01-17 05:30:00+00:00        1911.0000         0.0              3   \n",
       "36 2023-01-25 15:34:00+00:00        1931.0000         0.0              1   \n",
       "37 2023-01-25 17:58:00+00:00        1937.8700         0.0              3   \n",
       "38 2023-01-31 15:07:00+00:00        1924.0000         0.0              4   \n",
       "39 2023-03-06 07:32:00+00:00        1856.3735         0.0              4   \n",
       "40 2023-03-09 08:48:00+00:00        1818.1015         0.0              1   \n",
       "41 2023-03-09 14:26:00+00:00        1826.2950         0.0              1   \n",
       "42 2023-03-10 15:51:00+00:00        1865.0000         0.0              3   \n",
       "43 2023-03-13 10:17:00+00:00        1884.4550         0.0              2   \n",
       "44 2023-03-13 14:36:00+00:00        1905.9350         0.0             -1   \n",
       "\n",
       "                  Exit Index  Avg Exit Price  Exit Fees       PnL    Return  \\\n",
       "0  2021-09-14 12:55:00+00:00     1792.235783        0.0 -0.060061 -0.000601   \n",
       "1  2021-09-17 12:54:00+00:00     1755.000000        0.0 -0.381841 -0.003818   \n",
       "2  2021-10-14 00:00:00+00:00     1791.780000        0.0 -1.844539 -0.018445   \n",
       "3  2021-10-14 10:02:00+00:00     1798.800000        0.0 -0.165746 -0.001657   \n",
       "4  2022-01-26 19:03:00+00:00     1836.717318        0.0  0.530335  0.005303   \n",
       "5  2022-02-14 15:16:00+00:00     1868.000000        0.0 -0.417150 -0.004172   \n",
       "6  2022-03-10 11:09:00+00:00     1991.658877        0.0  0.897385  0.008974   \n",
       "7  2022-03-10 11:09:00+00:00     1994.663824        0.0  0.674853  0.006749   \n",
       "8  2022-03-14 00:00:00+00:00     1984.930000        0.0 -0.670958 -0.006710   \n",
       "9  2022-03-14 08:57:00+00:00     1970.666667        0.0 -0.089146 -0.000891   \n",
       "10 2022-03-24 11:40:00+00:00     1947.700070        0.0 -0.233257 -0.002333   \n",
       "11 2022-03-24 11:40:00+00:00     1947.275000        0.0  0.037014  0.000370   \n",
       "12 2022-03-30 00:00:00+00:00     1946.514917        0.0 -0.305130 -0.003051   \n",
       "13 2022-04-21 00:00:00+00:00     1942.427500        0.0  1.029578  0.010296   \n",
       "14 2022-05-09 00:00:00+00:00     1911.743445        0.0  1.775399  0.017754   \n",
       "15 2022-05-24 13:12:00+00:00     1851.202702        0.0 -0.003684 -0.000037   \n",
       "16 2022-07-19 00:00:00+00:00     1805.459265        0.0  2.876974  0.028770   \n",
       "17 2022-09-13 13:02:00+00:00     1733.215120        0.0  1.237815  0.012378   \n",
       "18 2022-09-13 13:02:00+00:00     1712.006528        0.0  0.000381  0.000004   \n",
       "19 2022-09-16 00:00:00+00:00     1691.510743        0.0 -0.570928 -0.005709   \n",
       "20 2022-09-21 18:35:00+00:00     1666.711569        0.0 -0.075239 -0.000752   \n",
       "21 2022-09-21 18:44:00+00:00     1673.018246        0.0 -0.001091 -0.000011   \n",
       "22 2022-09-30 06:54:00+00:00     1653.966033        0.0 -0.490984 -0.004910   \n",
       "23 2022-09-30 14:37:00+00:00     1662.044470        0.0 -0.111250 -0.001113   \n",
       "24 2022-10-13 12:45:00+00:00     1662.669895        0.0 -0.057201 -0.000572   \n",
       "25 2022-10-13 15:39:00+00:00     1657.026043        0.0 -0.001572 -0.000016   \n",
       "26 2022-11-06 23:00:00+00:00     1664.041533        0.0 -0.001594 -0.000016   \n",
       "27 2022-11-16 10:21:00+00:00     1780.358997        0.0 -0.383353 -0.003834   \n",
       "28 2022-12-05 00:00:00+00:00     1784.053532        0.0 -0.110743 -0.001107   \n",
       "29 2022-12-05 00:00:00+00:00     1782.766007        0.0 -1.719502 -0.017195   \n",
       "30 2023-01-06 19:41:00+00:00     1857.699209        0.0 -0.090743 -0.000907   \n",
       "31 2023-01-06 15:05:00+00:00     1843.785817        0.0 -0.241980 -0.002420   \n",
       "32 2023-01-06 13:47:00+00:00     1850.000000        0.0 -0.395804 -0.003958   \n",
       "33 2023-01-06 15:08:00+00:00     1850.355558        0.0 -0.113922 -0.001139   \n",
       "34 2023-01-15 23:00:00+00:00     1888.282490        0.0 -0.663839 -0.006638   \n",
       "35 2023-01-25 00:00:00+00:00     1916.413678        0.0 -0.283290 -0.002833   \n",
       "36 2023-01-25 17:33:00+00:00     1940.000000        0.0 -0.466080 -0.004661   \n",
       "37 2023-02-03 13:41:00+00:00     1916.134703        0.0  1.121608  0.011216   \n",
       "38 2023-02-03 15:10:00+00:00     1903.895890        0.0  1.044912  0.010449   \n",
       "39 2023-03-10 20:57:00+00:00     1854.667343        0.0  0.091908  0.000919   \n",
       "40 2023-03-09 14:20:00+00:00     1828.000000        0.0 -0.544442 -0.005444   \n",
       "41 2023-03-09 15:07:00+00:00     1835.000000        0.0 -0.476648 -0.004766   \n",
       "42 2023-03-13 00:00:00+00:00     1868.747273        0.0 -0.200926 -0.002009   \n",
       "43 2023-03-13 12:29:00+00:00     1891.772688        0.0 -0.388319 -0.003883   \n",
       "44 2023-03-13 23:59:00+00:00     1912.173500        0.0 -0.327320 -0.003273   \n",
       "\n",
       "   Direction  Status  Position Id  \n",
       "0      Short  Closed            0  \n",
       "1       Long  Closed            0  \n",
       "2      Short  Closed            0  \n",
       "3      Short  Closed            0  \n",
       "4      Short  Closed            0  \n",
       "5      Short  Closed            0  \n",
       "6       Long  Closed            0  \n",
       "7       Long  Closed            0  \n",
       "8       Long  Closed            0  \n",
       "9       Long  Closed            0  \n",
       "10     Short  Closed            0  \n",
       "11      Long  Closed            0  \n",
       "12      Long  Closed            0  \n",
       "13      Long  Closed            0  \n",
       "14     Short  Closed            0  \n",
       "15     Short  Closed            0  \n",
       "16     Short  Closed            0  \n",
       "17     Short  Closed            0  \n",
       "18      Long  Closed            0  \n",
       "19      Long  Closed            0  \n",
       "20     Short  Closed            0  \n",
       "21     Short  Closed            0  \n",
       "22     Short  Closed            0  \n",
       "23     Short  Closed            0  \n",
       "24      Long  Closed            0  \n",
       "25     Short  Closed            0  \n",
       "26     Short  Closed            0  \n",
       "27     Short  Closed            0  \n",
       "28     Short  Closed            0  \n",
       "29     Short  Closed            0  \n",
       "30     Short  Closed            0  \n",
       "31     Short  Closed            0  \n",
       "32     Short  Closed            0  \n",
       "33     Short  Closed            0  \n",
       "34     Short  Closed            0  \n",
       "35     Short  Closed            0  \n",
       "36     Short  Closed            0  \n",
       "37     Short  Closed            0  \n",
       "38     Short  Closed            0  \n",
       "39     Short  Closed            0  \n",
       "40     Short  Closed            0  \n",
       "41     Short  Closed            0  \n",
       "42     Short  Closed            0  \n",
       "43     Short  Closed            0  \n",
       "44     Short    Open            0  "
      ]
     },
     "execution_count": 100,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pf.entry_trades.records_readable"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "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>Exit Trade Id</th>\n",
       "      <th>Column</th>\n",
       "      <th>Size</th>\n",
       "      <th>Entry Order Id</th>\n",
       "      <th>Entry Index</th>\n",
       "      <th>Avg Entry Price</th>\n",
       "      <th>Entry Fees</th>\n",
       "      <th>Exit Order Id</th>\n",
       "      <th>Exit Index</th>\n",
       "      <th>Avg Exit Price</th>\n",
       "      <th>Exit Fees</th>\n",
       "      <th>PnL</th>\n",
       "      <th>Return</th>\n",
       "      <th>Direction</th>\n",
       "      <th>Status</th>\n",
       "      <th>Position Id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.018610</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:43:00+00:00</td>\n",
       "      <td>1791.1600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2021-09-14 12:44:00+00:00</td>\n",
       "      <td>1790.9000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.004839</td>\n",
       "      <td>0.000145</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.018591</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:43:00+00:00</td>\n",
       "      <td>1791.1600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2021-09-14 12:50:00+00:00</td>\n",
       "      <td>1789.4000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.032719</td>\n",
       "      <td>0.000983</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0.018629</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:43:00+00:00</td>\n",
       "      <td>1791.1600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2021-09-14 12:55:00+00:00</td>\n",
       "      <td>1796.4000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.097619</td>\n",
       "      <td>-0.002925</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>0.056762</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-17 11:00:00+00:00</td>\n",
       "      <td>1761.7270</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2021-09-17 12:54:00+00:00</td>\n",
       "      <td>1755.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.381841</td>\n",
       "      <td>-0.003818</td>\n",
       "      <td>Long</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0</td>\n",
       "      <td>21</td>\n",
       "      <td>0.056840</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-10-05 15:46:00+00:00</td>\n",
       "      <td>1759.3285</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2021-10-14 00:00:00+00:00</td>\n",
       "      <td>1791.7800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.844539</td>\n",
       "      <td>-0.018445</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>1</td>\n",
       "      <td>226</td>\n",
       "      <td>0.013324</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-03-10 15:51:00+00:00</td>\n",
       "      <td>1865.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2023-03-10 16:19:00+00:00</td>\n",
       "      <td>1857.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.106591</td>\n",
       "      <td>0.004290</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>2</td>\n",
       "      <td>226</td>\n",
       "      <td>0.027003</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-03-10 15:51:00+00:00</td>\n",
       "      <td>1865.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2023-03-13 00:00:00+00:00</td>\n",
       "      <td>1877.8650</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.347394</td>\n",
       "      <td>-0.006898</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>0</td>\n",
       "      <td>227</td>\n",
       "      <td>0.013174</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-03-13 10:17:00+00:00</td>\n",
       "      <td>1884.4550</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2023-03-13 10:47:00+00:00</td>\n",
       "      <td>1882.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.032342</td>\n",
       "      <td>0.001303</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>1</td>\n",
       "      <td>227</td>\n",
       "      <td>0.039892</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-03-13 10:17:00+00:00</td>\n",
       "      <td>1884.4550</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2023-03-13 12:29:00+00:00</td>\n",
       "      <td>1895.0000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.420660</td>\n",
       "      <td>-0.005596</td>\n",
       "      <td>Short</td>\n",
       "      <td>Closed</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>0</td>\n",
       "      <td>229</td>\n",
       "      <td>0.052468</td>\n",
       "      <td>0</td>\n",
       "      <td>2023-03-13 14:36:00+00:00</td>\n",
       "      <td>1905.9350</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1</td>\n",
       "      <td>2023-03-13 23:59:00+00:00</td>\n",
       "      <td>1912.1735</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.327320</td>\n",
       "      <td>-0.003273</td>\n",
       "      <td>Short</td>\n",
       "      <td>Open</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>111 rows × 16 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Exit Trade Id  Column      Size  Entry Order Id  \\\n",
       "0                0       0  0.018610               0   \n",
       "1                1       0  0.018591               0   \n",
       "2                2       0  0.018629               0   \n",
       "3                0       5  0.056762               0   \n",
       "4                0      21  0.056840               0   \n",
       "..             ...     ...       ...             ...   \n",
       "106              1     226  0.013324               0   \n",
       "107              2     226  0.027003               0   \n",
       "108              0     227  0.013174               0   \n",
       "109              1     227  0.039892               0   \n",
       "110              0     229  0.052468               0   \n",
       "\n",
       "                  Entry Index  Avg Entry Price  Entry Fees  Exit Order Id  \\\n",
       "0   2021-09-14 12:43:00+00:00        1791.1600         0.0              1   \n",
       "1   2021-09-14 12:43:00+00:00        1791.1600         0.0              2   \n",
       "2   2021-09-14 12:43:00+00:00        1791.1600         0.0              3   \n",
       "3   2021-09-17 11:00:00+00:00        1761.7270         0.0              1   \n",
       "4   2021-10-05 15:46:00+00:00        1759.3285         0.0              1   \n",
       "..                        ...              ...         ...            ...   \n",
       "106 2023-03-10 15:51:00+00:00        1865.0000         0.0              2   \n",
       "107 2023-03-10 15:51:00+00:00        1865.0000         0.0              3   \n",
       "108 2023-03-13 10:17:00+00:00        1884.4550         0.0              1   \n",
       "109 2023-03-13 10:17:00+00:00        1884.4550         0.0              2   \n",
       "110 2023-03-13 14:36:00+00:00        1905.9350         0.0             -1   \n",
       "\n",
       "                   Exit Index  Avg Exit Price  Exit Fees       PnL    Return  \\\n",
       "0   2021-09-14 12:44:00+00:00       1790.9000        0.0  0.004839  0.000145   \n",
       "1   2021-09-14 12:50:00+00:00       1789.4000        0.0  0.032719  0.000983   \n",
       "2   2021-09-14 12:55:00+00:00       1796.4000        0.0 -0.097619 -0.002925   \n",
       "3   2021-09-17 12:54:00+00:00       1755.0000        0.0 -0.381841 -0.003818   \n",
       "4   2021-10-14 00:00:00+00:00       1791.7800        0.0 -1.844539 -0.018445   \n",
       "..                        ...             ...        ...       ...       ...   \n",
       "106 2023-03-10 16:19:00+00:00       1857.0000        0.0  0.106591  0.004290   \n",
       "107 2023-03-13 00:00:00+00:00       1877.8650        0.0 -0.347394 -0.006898   \n",
       "108 2023-03-13 10:47:00+00:00       1882.0000        0.0  0.032342  0.001303   \n",
       "109 2023-03-13 12:29:00+00:00       1895.0000        0.0 -0.420660 -0.005596   \n",
       "110 2023-03-13 23:59:00+00:00       1912.1735        0.0 -0.327320 -0.003273   \n",
       "\n",
       "    Direction  Status  Position Id  \n",
       "0       Short  Closed            0  \n",
       "1       Short  Closed            0  \n",
       "2       Short  Closed            0  \n",
       "3        Long  Closed            0  \n",
       "4       Short  Closed            0  \n",
       "..        ...     ...          ...  \n",
       "106     Short  Closed            0  \n",
       "107     Short  Closed            0  \n",
       "108     Short  Closed            0  \n",
       "109     Short  Closed            0  \n",
       "110     Short    Open            0  \n",
       "\n",
       "[111 rows x 16 columns]"
      ]
     },
     "execution_count": 101,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pf.exit_trades.records_readable"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Visualizing Individual Trades\n",
    "Here, we're randomly selecting one column (i.e., one signal), and plotting its exit trades . Since the only orders that reduce our position are stop orders, each green/red colored box represents a stop order of this signal. In our case, a green box is a TP order, a red box is an SL order, while the blue box is the market order that initialized the position."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Signal (or) Column Nr: 6\n"
     ]
    },
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "close": [
          1973.945,
          1975.878,
          1976.348,
          1976.128,
          1977.765,
          1977.343,
          1977.415,
          1976.445,
          1977.275,
          1976.833,
          1977.033,
          1976.413,
          1974.49,
          1972.2,
          1970.843,
          1973.955,
          1974.68,
          1974.575,
          1974.42,
          1974.1115,
          1974.245,
          1974.71,
          1974.11,
          1973.7135,
          1972.488,
          1972.538,
          1974.01,
          1973.067,
          1973.322,
          1975.198,
          1974.965,
          1975.807,
          1975.723,
          1975.035,
          1974.658,
          1974.438,
          1973.96,
          1974.04,
          1974.292,
          1973.84,
          1974.14,
          1974.245,
          1972.985,
          1972.865,
          1973.645,
          1974.155,
          1973.868,
          1974.39,
          1974.245,
          1975.103,
          1975.558,
          1975.213,
          1975.89,
          1974.78,
          1975.28,
          1974.58,
          1973.803,
          1973.738,
          1974.0015,
          1975.033,
          1975.015,
          1974.3,
          1973.243,
          1972.278,
          1971.925,
          1971.365,
          1971.65,
          1971.415,
          1972.001,
          1971.967,
          1971.595,
          1971.385,
          1971.62,
          1971.26,
          1971.53,
          1972.07,
          1972.375,
          1972.095,
          1972.46,
          1973.73,
          1973.64,
          1973.82,
          1973.845,
          1973.655,
          1973.635,
          1973.653,
          1974.19,
          1974.46,
          1974.177,
          1974.495,
          1974.94,
          1975.437,
          1975.455,
          1975.252,
          1975.647,
          1975.825,
          1976.632,
          1976.367,
          1976.705,
          1975.787,
          1976.022,
          1974.857,
          1975.07,
          1974.842,
          1974.932,
          1975.222,
          1975.522,
          1976.035,
          1975.83,
          1976.007,
          1975.397,
          1975.146,
          1975.03,
          1974.805,
          1974.725,
          1974.951,
          1974.152,
          1973.842,
          1973.362,
          1974.06,
          1973.805,
          1973.71,
          1974.0965,
          1973.735,
          1973.89,
          1973.61,
          1974.08,
          1974.907,
          1975.195,
          1974.735,
          1974.575,
          1974.505,
          1974.73,
          1975.765,
          1976.082,
          1975.98,
          1976.345,
          1977.39,
          1977.127,
          1976.655,
          1976.547,
          1976.147,
          1976.75,
          1976.582,
          1976.727,
          1976.767,
          1976.857,
          1977.007,
          1977.042,
          1977.155,
          1978.085,
          1978.182,
          1977.642,
          1977.855,
          1977.498,
          1978.335,
          1978.545,
          1978.303,
          1978.218,
          1978.463,
          1978.44,
          1979.075,
          1978.96,
          1978.14,
          1977.422,
          1976.702,
          1975.2,
          1975.526,
          1975.925,
          1976.043,
          1976.16,
          1976.258,
          1976.562,
          1976.468,
          1976.68,
          1976.505,
          1977.333,
          1977.725,
          1977.183,
          1976.9,
          1975.88,
          1976.595,
          1976.735,
          1976.595,
          1976.735,
          1977.042,
          1976.9565,
          1977.593,
          1976.845,
          1976.61,
          1976.222,
          1976.092,
          1975.945,
          1976.471,
          1976.848,
          1976.273,
          1976.6265,
          1976.157,
          1975.745,
          1975.695,
          1975.915,
          1977.28,
          1976.49,
          1976.93,
          1977.163,
          1977.48,
          1977.965,
          1978.015,
          1978.56,
          1978.42,
          1978.4,
          1978.9285,
          1979.455,
          1979.357,
          1979.347,
          1979.447,
          1979.357,
          1979.322,
          1979.185,
          1979.515,
          1979.437,
          1979.292,
          1979.24,
          1978.95,
          1978.795,
          1978.53,
          1978.6,
          1978.385,
          1978.217,
          1977.96,
          1978.147,
          1978.037,
          1977.855,
          1977.83,
          1977.64,
          1978.267,
          1978.217,
          1978.93,
          1979.1,
          1979.13,
          1978.397,
          1978.388,
          1978.7285,
          1978.775,
          1978.635,
          1978.48,
          1978.433,
          1978.693,
          1978.785,
          1978.3,
          1977.658,
          1977.593,
          1977.53,
          1977.69,
          1978.182,
          1978.205,
          1978.027,
          1977.905,
          1977.865,
          1977.945,
          1978.125,
          1978.18,
          1978.18,
          1978.0335,
          1979.382,
          1979.884,
          1979.884,
          1981.29,
          1981.23,
          1980.333,
          1980.32,
          1979.76,
          1979.995,
          1980.608,
          1980.138,
          1980.298,
          1981.49,
          1981.36,
          1980.758,
          1982.43,
          1982.773,
          1983.533,
          1982.7925,
          1983.227,
          1984,
          1983.362,
          1982.75,
          1982.505,
          1982.115,
          1981.25,
          1980.69,
          1980.6635,
          1981.001,
          1980.845,
          1981.082,
          1981.612,
          1981.943,
          1982.302,
          1981.79,
          1981.91,
          1982.982,
          1982.987,
          1982.7385,
          1983.52,
          1983.705,
          1983.95,
          1983.51,
          1982.355,
          1982.405,
          1983.08,
          1983.11,
          1983.065,
          1983.565,
          1983.702,
          1984.26,
          1984.452,
          1984.671,
          1985.535,
          1986.083,
          1986.203,
          1985.418,
          1986.075,
          1987.458,
          1987.945,
          1987.86,
          1987.952,
          1988.593,
          1988.157,
          1988.635,
          1988.31,
          1987.967,
          1987.142,
          1985.865,
          1986.91,
          1986.5,
          1986.195,
          1986.645,
          1985.325,
          1985.298,
          1985.352,
          1985.125,
          1984.985,
          1984.87,
          1984.38,
          1984.24,
          1985.055,
          1985.035,
          1984.39,
          1984.675,
          1985.24,
          1984.265,
          1983.805,
          1983.291,
          1983.327,
          1980.185,
          1980.893,
          1980.7515,
          1981.63,
          1981.28,
          1981.293,
          1981.153,
          1980.888,
          1979.508,
          1980.298,
          1979.535,
          1979.778,
          1979.283,
          1981.258,
          1980.663,
          1979.225,
          1979.119,
          1979.79,
          1979.412,
          1979.19,
          1980.022,
          1980.915,
          1981.93,
          1981.442,
          1981.63,
          1980.921,
          1981.538,
          1981.8,
          1981.81,
          1981.777,
          1980.647,
          1980.137,
          1980.253,
          1979.85,
          1979.425,
          1979.64,
          1980.275,
          1979.635,
          1977.32,
          1977.692,
          1977.782,
          1977.072,
          1977.866,
          1979.175,
          1979.542,
          1979.59,
          1979.04,
          1979.788,
          1979.768,
          1980.84,
          1981.2,
          1981.125,
          1980.2,
          1979.217,
          1978.955,
          1978.258,
          1978.197,
          1977.8,
          1976.497,
          1975.47,
          1977.61,
          1978.668,
          1979.432,
          1981.295,
          1981.815,
          1982.155,
          1982.596,
          1980.887,
          1980.56,
          1980.445,
          1982.675,
          1983.301,
          1983.993,
          1983.65,
          1982.927,
          1981.967,
          1981.72,
          1982.715,
          1982.19,
          1981.855,
          1981.445,
          1982.522,
          1983.59,
          1984.2,
          1984.655,
          1984.893,
          1984.79,
          1985.203,
          1985.965,
          1985.097,
          1985.67,
          1985.742,
          1986.265,
          1986.482,
          1986.395,
          1985.673,
          1985.345,
          1985.82,
          1986.208,
          1986.635,
          1987.215,
          1987.6635,
          1987.7885,
          1987.472,
          1986.52,
          1987.315,
          1985.037,
          1983.835,
          1983.86,
          1984.515,
          1985.745,
          1985.64,
          1987.187,
          1984.5635,
          1985.345,
          1984.903,
          1985.343,
          1985.068,
          1984.898,
          1983.93,
          1982.052,
          1981.075,
          1981.1965,
          1981.38,
          1979.72,
          1979.327,
          1976.93,
          1978.257,
          1978.59,
          1978.54,
          1976.892,
          1978.52,
          1979.057,
          1979.698,
          1980.89,
          1980.408,
          1980.9615,
          1980.168,
          1980.725,
          1980.072,
          1980.292,
          1980.058,
          1979.1,
          1979.741,
          1980.448,
          1980.7915,
          1980.435,
          1981.14,
          1982.093,
          1982.137,
          1982.605,
          1982.222,
          1982.402,
          1981.74,
          1982.105,
          1982.218,
          1981.094,
          1981.59,
          1982.923,
          1982.35,
          1981.87,
          1981.922,
          1980.81,
          1980.425,
          1979.882,
          1981.49,
          1980.795,
          1980.922,
          1981.037,
          1980.337,
          1981.315,
          1981.015,
          1979.658,
          1983.22,
          1984.35,
          1983.982,
          1987.3,
          1986.82,
          1985.555,
          1986.017,
          1985.4285,
          1984.455,
          1985.3,
          1986.188,
          1986.638,
          1987.41,
          1986.912,
          1986.087,
          1988.87,
          1988.958,
          1989.303,
          1990.316,
          1993.53,
          1999.27,
          1995.27,
          1994.377,
          1996.27,
          1995.652,
          1995.597,
          1994.802,
          1993.9785,
          1994.196,
          1994.685,
          1992.785,
          1992.885,
          1992.975,
          1992.247,
          1992.29,
          1992.195,
          1991.83,
          1994.16,
          1994.892,
          1993.7185,
          1992.985,
          1994.053,
          1995.735,
          1997.1,
          1997.16,
          1997.415,
          1997.77,
          1998.28,
          1996.63,
          1995.585,
          1997.383,
          1996.535,
          1996.283,
          1997.588,
          1997.6315,
          1996.887,
          1994.51,
          1995.27,
          1995.122,
          1994.62,
          1995.325,
          1995.06,
          1996.605,
          1998.5,
          1998.898,
          1999.42,
          1999.702,
          2000.985,
          2001.325,
          2001.277,
          2000.315,
          2000.262,
          2000.555,
          2002.34,
          2002.73,
          2002.87,
          2007.07
         ],
         "decreasing": {
          "fillcolor": "#ee534f",
          "line": {
           "color": "#ee534f"
          }
         },
         "high": [
          1975.302,
          1976.328,
          1976.982,
          1977.748,
          1978.572,
          1978.028,
          1978.082,
          1977.992,
          1977.582,
          1978.092,
          1977.398,
          1977.818,
          1976.738,
          1974.732,
          1973.062,
          1974.458,
          1975.118,
          1975.098,
          1975.012,
          1974.918,
          1974.578,
          1975.132,
          1975.168,
          1974.552,
          1975.002,
          1973.038,
          1974.61,
          1974.242,
          1973.582,
          1976.252,
          1976.352,
          1976.662,
          1976.512,
          1976.538,
          1975.548,
          1975.268,
          1974.842,
          1974.558,
          1974.522,
          1974.522,
          1974.322,
          1974.538,
          1974.482,
          1973.218,
          1974.342,
          1974.382,
          1974.502,
          1974.682,
          1974.69,
          1975.318,
          1976.002,
          1975.778,
          1976.242,
          1976.192,
          1975.928,
          1975.472,
          1974.972,
          1974.538,
          1974.742,
          1975.372,
          1975.352,
          1975.282,
          1975.022,
          1973.842,
          1972.548,
          1972.162,
          1972.032,
          1971.982,
          1972.17,
          1972.172,
          1972.188,
          1972.072,
          1971.852,
          1971.832,
          1971.832,
          1972.272,
          1972.582,
          1973.362,
          1972.682,
          1973.862,
          1974.298,
          1974.118,
          1974.178,
          1974.002,
          1974.192,
          1973.962,
          1974.578,
          1974.682,
          1974.672,
          1974.832,
          1975.632,
          1975.832,
          1975.832,
          1975.912,
          1975.912,
          1976.292,
          1976.922,
          1977.032,
          1976.952,
          1977.062,
          1976.252,
          1976.252,
          1975.442,
          1975.342,
          1975.242,
          1975.622,
          1975.682,
          1976.362,
          1976.262,
          1976.432,
          1976.272,
          1975.622,
          1975.392,
          1975.352,
          1975.432,
          1975.21,
          1975.292,
          1974.382,
          1974.022,
          1974.262,
          1974.762,
          1974.082,
          1974.255,
          1974.322,
          1974.112,
          1974.272,
          1974.332,
          1975.212,
          1975.602,
          1975.542,
          1975.132,
          1974.862,
          1975.032,
          1976.062,
          1976.542,
          1976.412,
          1976.592,
          1977.802,
          1977.662,
          1977.432,
          1977.082,
          1976.788,
          1977.122,
          1977.052,
          1976.992,
          1977.262,
          1977.192,
          1977.322,
          1977.532,
          1977.662,
          1978.512,
          1978.422,
          1978.442,
          1978.402,
          1978.398,
          1978.582,
          1978.752,
          1978.882,
          1978.588,
          1978.808,
          1978.732,
          1979.292,
          1979.418,
          1979.182,
          1978.522,
          1977.682,
          1977.012,
          1976.092,
          1976.212,
          1976.372,
          1976.482,
          1976.562,
          1977.078,
          1976.888,
          1976.982,
          1977.048,
          1977.618,
          1977.912,
          1977.912,
          1977.652,
          1977.112,
          1976.852,
          1977.122,
          1976.952,
          1976.942,
          1977.442,
          1977.432,
          1977.902,
          1978.058,
          1977.072,
          1976.822,
          1976.472,
          1976.292,
          1976.752,
          1977.088,
          1977.508,
          1976.975,
          1976.992,
          1976.935,
          1976.092,
          1976.358,
          1977.598,
          1977.602,
          1977.172,
          1977.538,
          1977.902,
          1978.262,
          1978.392,
          1978.802,
          1978.672,
          1978.762,
          1979.882,
          1979.672,
          1979.742,
          1979.722,
          1979.872,
          1979.812,
          1979.662,
          1979.712,
          1979.792,
          1979.702,
          1979.822,
          1979.652,
          1979.522,
          1979.222,
          1978.972,
          1978.962,
          1978.902,
          1978.642,
          1978.462,
          1978.392,
          1978.382,
          1978.262,
          1978.142,
          1978.192,
          1979.012,
          1978.562,
          1979.362,
          1979.332,
          1979.452,
          1979.452,
          1978.908,
          1979.452,
          1979.332,
          1979.142,
          1978.822,
          1978.988,
          1979.002,
          1979.118,
          1979.018,
          1978.542,
          1978.062,
          1977.892,
          1978.132,
          1978.412,
          1978.768,
          1978.462,
          1978.532,
          1978.152,
          1978.192,
          1978.472,
          1978.532,
          1978.432,
          1978.432,
          1980,
          1980,
          1980.432,
          1981.822,
          1981.542,
          1981.458,
          1980.628,
          1980.512,
          1980.428,
          1980.928,
          1980.928,
          1980.578,
          1981.742,
          1982.172,
          1981.522,
          1982.652,
          1983.452,
          1983.838,
          1983.768,
          1983.462,
          1984.395,
          1984.472,
          1983.622,
          1983.082,
          1982.772,
          1982.392,
          1981.622,
          1981.232,
          1981.602,
          1981.352,
          1981.322,
          1982.042,
          1982.222,
          1982.602,
          1982.582,
          1982.312,
          1983.172,
          1983.282,
          1982.955,
          1983.812,
          1984.072,
          1984.522,
          1984.212,
          1983.712,
          1982.832,
          1983.432,
          1983.452,
          1983.922,
          1983.772,
          1983.992,
          1984.742,
          1984.752,
          1985.022,
          1985.712,
          1986.248,
          1986.728,
          1986.448,
          1986.328,
          1987.722,
          1988.202,
          1988.278,
          1988.172,
          1988.982,
          1989.262,
          1988.942,
          1988.942,
          1988.632,
          1988.252,
          1987.462,
          1987.208,
          1987.442,
          1986.848,
          1986.872,
          1986.822,
          1985.752,
          1985.682,
          1985.585,
          1985.562,
          1985.312,
          1985.252,
          1984.902,
          1985.298,
          1985.292,
          1985.552,
          1985.092,
          1985.622,
          1985.508,
          1984.742,
          1984.042,
          1983.812,
          1983.592,
          1981.702,
          1981.732,
          1982.162,
          1981.832,
          1981.752,
          1981.828,
          1981.342,
          1981.338,
          1981.242,
          1980.438,
          1980.378,
          1980.068,
          1981.868,
          1981.628,
          1981.158,
          1979.562,
          1980.242,
          1979.972,
          1979.622,
          1980.292,
          1981.162,
          1982.212,
          1982.232,
          1982.092,
          1981.842,
          1981.778,
          1982.152,
          1982.362,
          1982.112,
          1982.002,
          1980.782,
          1981.512,
          1980.952,
          1980.098,
          1979.932,
          1981.012,
          1980.882,
          1979.952,
          1977.942,
          1978.392,
          1978.182,
          1978.702,
          1979.392,
          1979.772,
          1979.925,
          1980.052,
          1980.118,
          1980.148,
          1981.502,
          1981.532,
          1981.682,
          1981.378,
          1980.422,
          1979.592,
          1979.242,
          1978.702,
          1978.598,
          1978.472,
          1976.792,
          1978.008,
          1979.722,
          1979.682,
          1981.442,
          1982.482,
          1982.562,
          1983.572,
          1982.792,
          1981.86,
          1981.022,
          1982.956,
          1983.582,
          1984.278,
          1984.392,
          1983.912,
          1983.162,
          1982.584,
          1982.942,
          1982.962,
          1982.332,
          1982.042,
          1982.832,
          1983.932,
          1984.432,
          1985.282,
          1985.332,
          1985.372,
          1985.582,
          1986.594,
          1986.432,
          1986.722,
          1986.352,
          1986.742,
          1987.308,
          1986.902,
          1986.592,
          1985.898,
          1986.062,
          1986.658,
          1986.946,
          1987.708,
          1988.108,
          1988.412,
          1988.182,
          1988.144,
          1987.552,
          1987.692,
          1985.352,
          1984.702,
          1984.702,
          1986.032,
          1986.962,
          1987.542,
          1987.232,
          1985.722,
          1985.468,
          1986.062,
          1985.632,
          1986.292,
          1985.262,
          1984.532,
          1983.232,
          1982.822,
          1982.822,
          1981.822,
          1982.392,
          1979.422,
          1979.582,
          1979.546,
          1979.592,
          1979.042,
          1979.452,
          1979.882,
          1980.615,
          1981.112,
          1981.492,
          1981.398,
          1981.438,
          1981.422,
          1981.298,
          1980.708,
          1981.018,
          1980.232,
          1980.028,
          1981.758,
          1981.248,
          1981.132,
          1981.742,
          1982.432,
          1982.534,
          1982.872,
          1983.092,
          1983.162,
          1982.745,
          1982.792,
          1983.222,
          1982.418,
          1981.912,
          1983.118,
          1983.392,
          1982.472,
          1982.922,
          1982.652,
          1981.002,
          1980.912,
          1981.814,
          1981.792,
          1981.612,
          1981.282,
          1981.132,
          1981.764,
          1981.556,
          1981.282,
          1983.402,
          1984.818,
          1987.502,
          1987.762,
          1987.582,
          1987.522,
          1986.312,
          1986.402,
          1985.574,
          1986.282,
          1987.232,
          1988.202,
          1987.928,
          1987.582,
          1987.148,
          1989.508,
          1989.508,
          1989.582,
          1990.772,
          1994.602,
          2000.348,
          2000.102,
          1995.682,
          1996.842,
          1996.952,
          1996.672,
          1995.862,
          1995.702,
          1994.442,
          1996.312,
          1994.928,
          1993.432,
          1994.052,
          1993.432,
          1992.818,
          1992.928,
          1992.602,
          1994.458,
          1995.978,
          1995.172,
          1993.932,
          1994.452,
          1996.043,
          1997.742,
          1998.322,
          1998.788,
          1999.292,
          1999.022,
          1998.768,
          1996.782,
          1997.702,
          1997.702,
          1996.992,
          1998.182,
          1997.978,
          1997.825,
          1997.522,
          1996.042,
          1995.572,
          1995.412,
          1995.562,
          1996.182,
          1996.932,
          1998.852,
          1999.138,
          1999.672,
          2000.472,
          2001.322,
          2001.944,
          2002.312,
          2001.652,
          2001.092,
          2001.222,
          2003.138,
          2003.932,
          2003.282,
          2007.272
         ],
         "increasing": {
          "fillcolor": "#26a69a",
          "line": {
           "color": "#26a69a"
          }
         },
         "low": [
          1973.182,
          1974.242,
          1976.028,
          1976.252,
          1975.822,
          1976.612,
          1976.492,
          1976.662,
          1976.608,
          1976.538,
          1976.868,
          1976.662,
          1973.752,
          1971.562,
          1970.752,
          1970.988,
          1973.768,
          1973.892,
          1974.148,
          1974.202,
          1973.858,
          1973.992,
          1974.012,
          1973.632,
          1972.552,
          1971.792,
          1972.518,
          1973.302,
          1972.392,
          1973.392,
          1974.962,
          1974.992,
          1975.888,
          1975.072,
          1974.268,
          1974.508,
          1974.038,
          1974.098,
          1974.022,
          1973.702,
          1973.532,
          1973.772,
          1972.913,
          1972.818,
          1973.062,
          1973.552,
          1973.838,
          1973.998,
          1973.362,
          1974.312,
          1975.268,
          1975.098,
          1975.172,
          1974.762,
          1974.632,
          1974.512,
          1973.842,
          1973.772,
          1973.708,
          1974.368,
          1974.892,
          1974.062,
          1972.948,
          1972.212,
          1971.602,
          1971.142,
          1971.372,
          1971.302,
          1971.342,
          1971.712,
          1971.742,
          1971.392,
          1971.452,
          1971.362,
          1971.422,
          1971.692,
          1971.702,
          1972.312,
          1972.048,
          1972.592,
          1973.652,
          1973.702,
          1973.958,
          1973.682,
          1973.722,
          1973.342,
          1973.738,
          1974.168,
          1974.248,
          1974.392,
          1974.742,
          1975.152,
          1975.532,
          1975.382,
          1975.312,
          1975.312,
          1976.052,
          1976.312,
          1976.232,
          1975.802,
          1975.602,
          1974.522,
          1974.942,
          1974.742,
          1974.592,
          1975.172,
          1975.432,
          1975.582,
          1975.912,
          1976.082,
          1975.622,
          1975.152,
          1975.092,
          1974.772,
          1974.732,
          1974.862,
          1974.122,
          1973.762,
          1973.122,
          1973.472,
          1973.892,
          1973.772,
          1973.792,
          1973.882,
          1973.802,
          1973.728,
          1973.792,
          1973.972,
          1975.052,
          1974.952,
          1974.652,
          1974.502,
          1974.542,
          1974.972,
          1975.662,
          1975.962,
          1976.132,
          1976.472,
          1977.322,
          1976.708,
          1976.652,
          1976.272,
          1976.282,
          1976.472,
          1976.552,
          1976.902,
          1976.902,
          1977.052,
          1977.072,
          1977.242,
          1977.352,
          1977.792,
          1977.662,
          1977.882,
          1977.302,
          1977.732,
          1978.368,
          1978.298,
          1978.388,
          1978.248,
          1978.532,
          1978.682,
          1979.138,
          1978.302,
          1977.482,
          1976.712,
          1975.382,
          1975.412,
          1975.782,
          1976.048,
          1976.068,
          1976.322,
          1976.468,
          1976.662,
          1976.658,
          1976.648,
          1976.682,
          1977.318,
          1977.438,
          1976.928,
          1976.072,
          1976.162,
          1976.592,
          1976.752,
          1976.572,
          1976.912,
          1977.128,
          1977.098,
          1976.972,
          1976.642,
          1976.212,
          1975.942,
          1975.942,
          1976.032,
          1976.202,
          1976.432,
          1976.508,
          1975.992,
          1975.932,
          1975.852,
          1975.892,
          1976.058,
          1976.622,
          1976.682,
          1977.052,
          1977.428,
          1977.682,
          1978.092,
          1978.102,
          1978.532,
          1978.312,
          1978.132,
          1979.012,
          1978.822,
          1979.412,
          1979.452,
          1979.542,
          1979.202,
          1979.322,
          1979.322,
          1979.432,
          1979.352,
          1979.342,
          1978.982,
          1978.662,
          1978.672,
          1978.532,
          1978.492,
          1978.182,
          1977.962,
          1978.162,
          1978.232,
          1978.002,
          1977.982,
          1977.762,
          1977.862,
          1978.362,
          1978.462,
          1978.972,
          1979.072,
          1978.472,
          1978.242,
          1978.528,
          1978.812,
          1978.632,
          1978.398,
          1978.488,
          1978.628,
          1978.748,
          1978.472,
          1977.738,
          1977.608,
          1977.612,
          1977.742,
          1977.902,
          1978.188,
          1978.012,
          1977.932,
          1977.992,
          1978.062,
          1978.102,
          1978.182,
          1977.958,
          1978.142,
          1978.152,
          1979.612,
          1979.948,
          1980,
          1980.512,
          1980.408,
          1979.782,
          1979.872,
          1979.962,
          1979.982,
          1980.338,
          1980.338,
          1980.448,
          1981.462,
          1980.948,
          1980.868,
          1982.358,
          1982.824,
          1982.925,
          1982.925,
          1983.432,
          1983.272,
          1982.702,
          1982.622,
          1982.262,
          1981.332,
          1980.752,
          1980.782,
          1980.852,
          1981.002,
          1980.712,
          1981.302,
          1981.492,
          1982.128,
          1981.612,
          1981.912,
          1982.032,
          1982.562,
          1982.722,
          1982.742,
          1983.272,
          1983.822,
          1983.362,
          1982.372,
          1982.062,
          1982.682,
          1983.162,
          1983.142,
          1983.232,
          1983.582,
          1983.912,
          1984.322,
          1984.612,
          1984.882,
          1985.722,
          1986.102,
          1985.578,
          1985.478,
          1986.282,
          1987.488,
          1987.882,
          1987.912,
          1988.062,
          1988.382,
          1988.162,
          1988.142,
          1988.002,
          1987.248,
          1985.942,
          1985.848,
          1986.612,
          1986.152,
          1986.012,
          1985.442,
          1985.292,
          1985.352,
          1985.232,
          1985.232,
          1984.692,
          1984.602,
          1984.322,
          1984.382,
          1984.692,
          1984.102,
          1984.522,
          1984.852,
          1984.472,
          1983.692,
          1983.392,
          1983.322,
          1980.128,
          1980.162,
          1980.752,
          1980.962,
          1981.422,
          1981.182,
          1981.262,
          1980.888,
          1978.622,
          1979.038,
          1979.638,
          1979.318,
          1979.218,
          1979.408,
          1980.808,
          1979.252,
          1978.732,
          1979.172,
          1979.182,
          1979.242,
          1979.232,
          1979.562,
          1980.942,
          1980.962,
          1981.632,
          1980.732,
          1981.102,
          1981.388,
          1981.772,
          1981.512,
          1980.782,
          1979.948,
          1980.328,
          1979.992,
          1978.672,
          1979.582,
          1979.302,
          1979.352,
          1977.332,
          1977.152,
          1977.622,
          1977.252,
          1977.292,
          1978.052,
          1979.022,
          1979.395,
          1978.868,
          1979.038,
          1979.532,
          1979.782,
          1981.012,
          1981.152,
          1980.382,
          1979.162,
          1978.742,
          1977.842,
          1977.892,
          1977.582,
          1976.692,
          1974.782,
          1975.192,
          1977.732,
          1978.908,
          1979.642,
          1981.262,
          1981.652,
          1982.392,
          1981.042,
          1980.692,
          1980.092,
          1980.642,
          1982.412,
          1983.522,
          1983.578,
          1982.952,
          1981.972,
          1981.638,
          1981.808,
          1981.892,
          1981.672,
          1981.402,
          1981.222,
          1982.776,
          1983.682,
          1984.412,
          1984.378,
          1984.698,
          1984.702,
          1985.388,
          1984.702,
          1985.252,
          1985.692,
          1985.952,
          1985.702,
          1986.092,
          1985.725,
          1985.236,
          1984.822,
          1985.992,
          1985.848,
          1986.768,
          1986.358,
          1987.602,
          1987.648,
          1986.512,
          1986.712,
          1984.962,
          1984.012,
          1983.898,
          1983.522,
          1984.688,
          1985.612,
          1985.702,
          1984.758,
          1984.232,
          1984.628,
          1984.658,
          1985.158,
          1984.602,
          1984.068,
          1977.622,
          1981.072,
          1981.198,
          1981.232,
          1979.682,
          1979.452,
          1977.072,
          1977.152,
          1977.952,
          1978.182,
          1977.002,
          1977.072,
          1977.952,
          1979.272,
          1979.985,
          1980.512,
          1980.468,
          1980.358,
          1980.415,
          1980.012,
          1980.172,
          1980.158,
          1979.252,
          1978.918,
          1979.978,
          1980.168,
          1980.552,
          1980.572,
          1981.172,
          1981.598,
          1981.252,
          1982.102,
          1981.992,
          1981.892,
          1981.852,
          1982.028,
          1981.228,
          1980.518,
          1981.802,
          1981.862,
          1981.822,
          1981.962,
          1980.882,
          1980.202,
          1979.952,
          1980.032,
          1980.502,
          1980.862,
          1980.812,
          1980.182,
          1980.052,
          1980.852,
          1979.692,
          1979.592,
          1980.348,
          1982.852,
          1984.182,
          1985.912,
          1985.312,
          1984.916,
          1985.288,
          1984.232,
          1984.018,
          1985.422,
          1985.452,
          1986.588,
          1986.322,
          1986.178,
          1986.282,
          1988.306,
          1988.238,
          1989.538,
          1989.938,
          1993.642,
          1995.262,
          1993.892,
          1993.492,
          1995.642,
          1995.212,
          1994.742,
          1994.032,
          1993.282,
          1994.302,
          1993.022,
          1992.802,
          1993.158,
          1991.812,
          1992.078,
          1992.142,
          1991.902,
          1992.055,
          1994.252,
          1993.822,
          1992.722,
          1993.148,
          1994.338,
          1995.302,
          1996.382,
          1996.672,
          1997.805,
          1997.582,
          1996.368,
          1995.512,
          1995.608,
          1996.688,
          1996.428,
          1996.346,
          1997.048,
          1996.998,
          1994.662,
          1994.728,
          1994.862,
          1994.562,
          1994.702,
          1994.625,
          1995.022,
          1996.692,
          1997.812,
          1999.012,
          1999.322,
          1999.672,
          2000.652,
          2000.912,
          1999.902,
          2000.182,
          1999.152,
          2000.248,
          2002.022,
          2001.952,
          2003.002
         ],
         "name": "OHLC",
         "opacity": 0.5,
         "open": [
          1974.314,
          1973.995,
          1975.813,
          1976.355,
          1976.062,
          1977.74,
          1977.293,
          1977.71,
          1976.41,
          1977.355,
          1976.823,
          1977.042,
          1976.395,
          1974.495,
          1972.171,
          1970.833,
          1973.993,
          1974.643,
          1974.709,
          1974.427,
          1974.1085,
          1974.243,
          1974.69,
          1974.12,
          1973.7285,
          1972.472,
          1972.583,
          1974.015,
          1973.087,
          1973.317,
          1975.193,
          1974.9235,
          1975.79,
          1975.793,
          1975.043,
          1974.66,
          1974.453,
          1973.965,
          1973.865,
          1974.297,
          1973.83,
          1974.135,
          1974.203,
          1972.975,
          1972.87,
          1973.665,
          1974.22,
          1973.878,
          1974.398,
          1974.25,
          1975.113,
          1975.533,
          1975.203,
          1975.865,
          1974.765,
          1975.285,
          1974.6,
          1973.83,
          1973.648,
          1974.148,
          1974.988,
          1975.06,
          1974.33,
          1973.3285,
          1972.28,
          1971.945,
          1971.307,
          1971.655,
          1971.459,
          1972.006,
          1971.972,
          1971.585,
          1971.39,
          1971.55,
          1971.352,
          1971.515,
          1972.035,
          1972.382,
          1972.168,
          1972.39,
          1973.735,
          1973.675,
          1973.815,
          1973.8,
          1973.665,
          1973.63,
          1973.655,
          1974.18,
          1974.45,
          1974.172,
          1974.49,
          1974.947,
          1975.392,
          1975.465,
          1975.267,
          1975.667,
          1975.85,
          1976.642,
          1976.345,
          1976.76,
          1975.797,
          1975.958,
          1974.837,
          1975.08,
          1974.832,
          1974.962,
          1975.212,
          1975.467,
          1976.025,
          1976.005,
          1976.012,
          1975.4,
          1975.115,
          1975.015,
          1974.79,
          1974.73,
          1974.941,
          1974.187,
          1973.822,
          1973.342,
          1974.025,
          1973.795,
          1973.725,
          1974.0915,
          1973.72,
          1973.88,
          1973.605,
          1974.075,
          1974.952,
          1975.275,
          1974.73,
          1974.585,
          1974.49,
          1974.762,
          1975.755,
          1976.08,
          1975.965,
          1976.275,
          1977.427,
          1977.137,
          1976.717,
          1976.525,
          1976.157,
          1976.73,
          1976.682,
          1976.737,
          1976.797,
          1976.892,
          1976.995,
          1977.052,
          1977.17,
          1977.838,
          1978.152,
          1977.657,
          1977.983,
          1977.629,
          1978.33,
          1978.555,
          1978.228,
          1978.223,
          1978.423,
          1978.45,
          1979.055,
          1978.97,
          1978.145,
          1977.396,
          1976.687,
          1975.215,
          1975.602,
          1975.92,
          1976.038,
          1976.158,
          1976.223,
          1976.567,
          1976.47,
          1976.672,
          1976.5,
          1977.243,
          1977.735,
          1977.063,
          1976.897,
          1976.0145,
          1976.57,
          1976.668,
          1976.6195,
          1976.71,
          1977.117,
          1976.9415,
          1977.588,
          1976.81,
          1976.625,
          1976.252,
          1975.955,
          1975.935,
          1976.466,
          1976.808,
          1976.273,
          1976.6765,
          1976.125,
          1975.74,
          1975.787,
          1975.965,
          1977.248,
          1976.455,
          1976.887,
          1977.16,
          1977.477,
          1977.941,
          1978.02,
          1978.466,
          1978.415,
          1978.38,
          1979.031,
          1978.88,
          1979.352,
          1979.32,
          1979.48,
          1979.34,
          1979.277,
          1979.165,
          1979.465,
          1979.447,
          1979.28,
          1979.24,
          1978.955,
          1978.7285,
          1978.443,
          1978.535,
          1978.437,
          1978.24,
          1977.972,
          1978.102,
          1978.047,
          1977.85,
          1977.82,
          1977.66,
          1978.185,
          1978.302,
          1978.83,
          1979.09,
          1979.145,
          1978.385,
          1978.383,
          1978.7335,
          1978.778,
          1978.63,
          1978.463,
          1978.428,
          1978.713,
          1978.783,
          1978.185,
          1977.65,
          1977.588,
          1977.52,
          1977.69,
          1978.192,
          1978.173,
          1978.15,
          1977.915,
          1977.86,
          1977.94,
          1978.115,
          1978.048,
          1978.175,
          1978.0635,
          1979.392,
          1979.929,
          1979.854,
          1981.28,
          1981.25,
          1980.338,
          1980.315,
          1979.755,
          1979.993,
          1980.613,
          1980.148,
          1980.283,
          1981.56,
          1981.34,
          1980.753,
          1982.425,
          1982.713,
          1983.518,
          1982.7935,
          1983.232,
          1984.015,
          1983.347,
          1982.83,
          1982.478,
          1982.13,
          1981.265,
          1980.745,
          1980.6585,
          1980.991,
          1980.84,
          1981.087,
          1981.582,
          1981.953,
          1982.352,
          1981.78,
          1981.835,
          1982.987,
          1982.8565,
          1982.7085,
          1983.515,
          1983.68,
          1983.995,
          1983.5,
          1982.305,
          1982.46,
          1983.12,
          1983.095,
          1983.051,
          1983.59,
          1983.727,
          1984.265,
          1984.472,
          1984.681,
          1985.54,
          1986.05,
          1986.228,
          1985.388,
          1986.08,
          1987.465,
          1987.95,
          1987.945,
          1987.885,
          1988.653,
          1988.137,
          1988.622,
          1988.31,
          1987.977,
          1987.2,
          1985.87,
          1986.93,
          1986.49,
          1986.17,
          1986.61,
          1985.315,
          1985.415,
          1985.3535,
          1985.11,
          1984.982,
          1984.845,
          1984.35,
          1984.25,
          1985.045,
          1985.03,
          1984.395,
          1984.625,
          1985.273,
          1984.335,
          1983.8,
          1983.251,
          1983.332,
          1980.115,
          1980.928,
          1980.75,
          1981.62,
          1981.285,
          1981.258,
          1981.135,
          1980.883,
          1979.5,
          1980.148,
          1979.54,
          1979.833,
          1979.28,
          1981.348,
          1980.633,
          1979.23,
          1979.029,
          1979.815,
          1979.342,
          1979.185,
          1980.037,
          1980.929,
          1982,
          1981.385,
          1981.59,
          1980.937,
          1981.533,
          1981.825,
          1981.87,
          1981.767,
          1980.567,
          1980.15,
          1980.343,
          1979.855,
          1979.41,
          1979.645,
          1980.27,
          1979.655,
          1977.29,
          1977.827,
          1977.792,
          1977.067,
          1977.851,
          1979.165,
          1979.545,
          1979.585,
          1979.035,
          1979.805,
          1979.735,
          1980.833,
          1981.205,
          1981.128,
          1980.23,
          1979.222,
          1978.947,
          1978.25,
          1978.19,
          1977.715,
          1976.522,
          1975.475,
          1977.615,
          1978.828,
          1979.46,
          1981.3,
          1981.825,
          1982.175,
          1982.601,
          1980.831,
          1980.545,
          1980.465,
          1982.677,
          1983.295,
          1983.99,
          1983.645,
          1982.93,
          1981.992,
          1981.715,
          1982.725,
          1982.13,
          1981.85,
          1981.495,
          1982.607,
          1983.615,
          1984.215,
          1984.653,
          1984.938,
          1984.775,
          1985.168,
          1985.95,
          1985.059,
          1985.685,
          1985.745,
          1986.27,
          1986.5185,
          1986.415,
          1985.663,
          1985.3135,
          1985.825,
          1986.205,
          1986.638,
          1987.207,
          1987.6865,
          1987.76,
          1987.4665,
          1986.518,
          1987.32,
          1985.047,
          1983.855,
          1983.855,
          1984.51,
          1985.735,
          1985.665,
          1987.0185,
          1984.5585,
          1985.2735,
          1984.898,
          1985.34,
          1985.068,
          1984.91,
          1983.923,
          1981.975,
          1981.095,
          1981.245,
          1981.39,
          1979.725,
          1979.144,
          1976.97,
          1978.307,
          1978.66,
          1978.53,
          1976.92,
          1978.505,
          1979.052,
          1979.7485,
          1980.902,
          1980.37,
          1980.9515,
          1980.1765,
          1980.8015,
          1980.077,
          1980.295,
          1980.053,
          1979.12,
          1979.748,
          1980.458,
          1980.798,
          1980.375,
          1980.98,
          1982.098,
          1982.127,
          1982.615,
          1982.225,
          1982.445,
          1981.725,
          1982.097,
          1982.183,
          1981.083,
          1981.592,
          1982.95,
          1982.315,
          1981.875,
          1981.987,
          1980.7835,
          1980.39,
          1979.855,
          1981.2955,
          1980.837,
          1980.943,
          1980.545,
          1980.352,
          1981.3185,
          1981.012,
          1979.64,
          1983.19,
          1984.2385,
          1984.022,
          1987.24,
          1986.965,
          1985.635,
          1986.03,
          1985.3735,
          1984.46,
          1985.275,
          1986.168,
          1986.7115,
          1987.353,
          1986.883,
          1986.047,
          1988.83,
          1988.868,
          1989.298,
          1990.243,
          1993.425,
          1999.205,
          1995.355,
          1994.363,
          1996.0765,
          1995.7,
          1995.612,
          1994.817,
          1993.91,
          1994.224,
          1994.673,
          1992.785,
          1992.887,
          1992.97,
          1992.218,
          1992.284,
          1992.185,
          1991.8565,
          1994.21,
          1994.902,
          1993.7535,
          1993.007,
          1994.098,
          1995.745,
          1997.125,
          1997.15,
          1997.5665,
          1997.758,
          1998.3215,
          1996.48,
          1995.51,
          1997.338,
          1996.393,
          1996.293,
          1997.593,
          1997.6565,
          1996.892,
          1994.463,
          1995.26,
          1995.102,
          1994.627,
          1995.328,
          1995.03,
          1996.6,
          1998.545,
          1998.868,
          1999.43,
          1999.727,
          2000.9885,
          2001.32,
          2001.342,
          2000.275,
          2000.23,
          2000.54,
          2002.375,
          2002.752,
          2002.86
         ],
         "type": "candlestick",
         "uid": "c88d3faa-3714-4db2-ab7e-70be384d1eb0",
         "x": [
          "2022-03-10T01:06:00+00:00",
          "2022-03-10T01:07:00+00:00",
          "2022-03-10T01:08:00+00:00",
          "2022-03-10T01:09:00+00:00",
          "2022-03-10T01:10:00+00:00",
          "2022-03-10T01:11:00+00:00",
          "2022-03-10T01:12:00+00:00",
          "2022-03-10T01:13:00+00:00",
          "2022-03-10T01:14:00+00:00",
          "2022-03-10T01:15:00+00:00",
          "2022-03-10T01:16:00+00:00",
          "2022-03-10T01:17:00+00:00",
          "2022-03-10T01:18:00+00:00",
          "2022-03-10T01:19:00+00:00",
          "2022-03-10T01:20:00+00:00",
          "2022-03-10T01:21:00+00:00",
          "2022-03-10T01:22:00+00:00",
          "2022-03-10T01:23:00+00:00",
          "2022-03-10T01:24:00+00:00",
          "2022-03-10T01:25:00+00:00",
          "2022-03-10T01:26:00+00:00",
          "2022-03-10T01:27:00+00:00",
          "2022-03-10T01:28:00+00:00",
          "2022-03-10T01:29:00+00:00",
          "2022-03-10T01:30:00+00:00",
          "2022-03-10T01:31:00+00:00",
          "2022-03-10T01:32:00+00:00",
          "2022-03-10T01:33:00+00:00",
          "2022-03-10T01:34:00+00:00",
          "2022-03-10T01:35:00+00:00",
          "2022-03-10T01:36:00+00:00",
          "2022-03-10T01:37:00+00:00",
          "2022-03-10T01:38:00+00:00",
          "2022-03-10T01:39:00+00:00",
          "2022-03-10T01:40:00+00:00",
          "2022-03-10T01:41:00+00:00",
          "2022-03-10T01:42:00+00:00",
          "2022-03-10T01:43:00+00:00",
          "2022-03-10T01:44:00+00:00",
          "2022-03-10T01:45:00+00:00",
          "2022-03-10T01:46:00+00:00",
          "2022-03-10T01:47:00+00:00",
          "2022-03-10T01:48:00+00:00",
          "2022-03-10T01:49:00+00:00",
          "2022-03-10T01:50:00+00:00",
          "2022-03-10T01:51:00+00:00",
          "2022-03-10T01:52:00+00:00",
          "2022-03-10T01:53:00+00:00",
          "2022-03-10T01:54:00+00:00",
          "2022-03-10T01:55:00+00:00",
          "2022-03-10T01:56:00+00:00",
          "2022-03-10T01:57:00+00:00",
          "2022-03-10T01:58:00+00:00",
          "2022-03-10T01:59:00+00:00",
          "2022-03-10T02:00:00+00:00",
          "2022-03-10T02:01:00+00:00",
          "2022-03-10T02:02:00+00:00",
          "2022-03-10T02:03:00+00:00",
          "2022-03-10T02:04:00+00:00",
          "2022-03-10T02:05:00+00:00",
          "2022-03-10T02:06:00+00:00",
          "2022-03-10T02:07:00+00:00",
          "2022-03-10T02:08:00+00:00",
          "2022-03-10T02:09:00+00:00",
          "2022-03-10T02:10:00+00:00",
          "2022-03-10T02:11:00+00:00",
          "2022-03-10T02:12:00+00:00",
          "2022-03-10T02:13:00+00:00",
          "2022-03-10T02:14:00+00:00",
          "2022-03-10T02:15:00+00:00",
          "2022-03-10T02:16:00+00:00",
          "2022-03-10T02:17:00+00:00",
          "2022-03-10T02:18:00+00:00",
          "2022-03-10T02:19:00+00:00",
          "2022-03-10T02:20:00+00:00",
          "2022-03-10T02:21:00+00:00",
          "2022-03-10T02:22:00+00:00",
          "2022-03-10T02:23:00+00:00",
          "2022-03-10T02:24:00+00:00",
          "2022-03-10T02:25:00+00:00",
          "2022-03-10T02:26:00+00:00",
          "2022-03-10T02:27:00+00:00",
          "2022-03-10T02:28:00+00:00",
          "2022-03-10T02:29:00+00:00",
          "2022-03-10T02:30:00+00:00",
          "2022-03-10T02:31:00+00:00",
          "2022-03-10T02:32:00+00:00",
          "2022-03-10T02:33:00+00:00",
          "2022-03-10T02:34:00+00:00",
          "2022-03-10T02:35:00+00:00",
          "2022-03-10T02:36:00+00:00",
          "2022-03-10T02:37:00+00:00",
          "2022-03-10T02:38:00+00:00",
          "2022-03-10T02:39:00+00:00",
          "2022-03-10T02:40:00+00:00",
          "2022-03-10T02:41:00+00:00",
          "2022-03-10T02:42:00+00:00",
          "2022-03-10T02:43:00+00:00",
          "2022-03-10T02:44:00+00:00",
          "2022-03-10T02:45:00+00:00",
          "2022-03-10T02:46:00+00:00",
          "2022-03-10T02:47:00+00:00",
          "2022-03-10T02:48:00+00:00",
          "2022-03-10T02:49:00+00:00",
          "2022-03-10T02:50:00+00:00",
          "2022-03-10T02:51:00+00:00",
          "2022-03-10T02:52:00+00:00",
          "2022-03-10T02:53:00+00:00",
          "2022-03-10T02:54:00+00:00",
          "2022-03-10T02:55:00+00:00",
          "2022-03-10T02:56:00+00:00",
          "2022-03-10T02:57:00+00:00",
          "2022-03-10T02:58:00+00:00",
          "2022-03-10T02:59:00+00:00",
          "2022-03-10T03:00:00+00:00",
          "2022-03-10T03:01:00+00:00",
          "2022-03-10T03:02:00+00:00",
          "2022-03-10T03:03:00+00:00",
          "2022-03-10T03:04:00+00:00",
          "2022-03-10T03:05:00+00:00",
          "2022-03-10T03:06:00+00:00",
          "2022-03-10T03:07:00+00:00",
          "2022-03-10T03:08:00+00:00",
          "2022-03-10T03:09:00+00:00",
          "2022-03-10T03:10:00+00:00",
          "2022-03-10T03:11:00+00:00",
          "2022-03-10T03:12:00+00:00",
          "2022-03-10T03:13:00+00:00",
          "2022-03-10T03:14:00+00:00",
          "2022-03-10T03:15:00+00:00",
          "2022-03-10T03:16:00+00:00",
          "2022-03-10T03:17:00+00:00",
          "2022-03-10T03:18:00+00:00",
          "2022-03-10T03:19:00+00:00",
          "2022-03-10T03:20:00+00:00",
          "2022-03-10T03:21:00+00:00",
          "2022-03-10T03:22:00+00:00",
          "2022-03-10T03:23:00+00:00",
          "2022-03-10T03:24:00+00:00",
          "2022-03-10T03:25:00+00:00",
          "2022-03-10T03:26:00+00:00",
          "2022-03-10T03:27:00+00:00",
          "2022-03-10T03:28:00+00:00",
          "2022-03-10T03:29:00+00:00",
          "2022-03-10T03:30:00+00:00",
          "2022-03-10T03:31:00+00:00",
          "2022-03-10T03:32:00+00:00",
          "2022-03-10T03:33:00+00:00",
          "2022-03-10T03:34:00+00:00",
          "2022-03-10T03:35:00+00:00",
          "2022-03-10T03:36:00+00:00",
          "2022-03-10T03:37:00+00:00",
          "2022-03-10T03:38:00+00:00",
          "2022-03-10T03:39:00+00:00",
          "2022-03-10T03:40:00+00:00",
          "2022-03-10T03:41:00+00:00",
          "2022-03-10T03:42:00+00:00",
          "2022-03-10T03:43:00+00:00",
          "2022-03-10T03:44:00+00:00",
          "2022-03-10T03:45:00+00:00",
          "2022-03-10T03:46:00+00:00",
          "2022-03-10T03:47:00+00:00",
          "2022-03-10T03:48:00+00:00",
          "2022-03-10T03:49:00+00:00",
          "2022-03-10T03:50:00+00:00",
          "2022-03-10T03:51:00+00:00",
          "2022-03-10T03:52:00+00:00",
          "2022-03-10T03:53:00+00:00",
          "2022-03-10T03:54:00+00:00",
          "2022-03-10T03:55:00+00:00",
          "2022-03-10T03:56:00+00:00",
          "2022-03-10T03:57:00+00:00",
          "2022-03-10T03:58:00+00:00",
          "2022-03-10T03:59:00+00:00",
          "2022-03-10T04:00:00+00:00",
          "2022-03-10T04:01:00+00:00",
          "2022-03-10T04:02:00+00:00",
          "2022-03-10T04:03:00+00:00",
          "2022-03-10T04:04:00+00:00",
          "2022-03-10T04:05:00+00:00",
          "2022-03-10T04:06:00+00:00",
          "2022-03-10T04:07:00+00:00",
          "2022-03-10T04:08:00+00:00",
          "2022-03-10T04:09:00+00:00",
          "2022-03-10T04:10:00+00:00",
          "2022-03-10T04:11:00+00:00",
          "2022-03-10T04:12:00+00:00",
          "2022-03-10T04:13:00+00:00",
          "2022-03-10T04:14:00+00:00",
          "2022-03-10T04:15:00+00:00",
          "2022-03-10T04:16:00+00:00",
          "2022-03-10T04:17:00+00:00",
          "2022-03-10T04:18:00+00:00",
          "2022-03-10T04:19:00+00:00",
          "2022-03-10T04:20:00+00:00",
          "2022-03-10T04:21:00+00:00",
          "2022-03-10T04:22:00+00:00",
          "2022-03-10T04:23:00+00:00",
          "2022-03-10T04:24:00+00:00",
          "2022-03-10T04:25:00+00:00",
          "2022-03-10T04:26:00+00:00",
          "2022-03-10T04:27:00+00:00",
          "2022-03-10T04:28:00+00:00",
          "2022-03-10T04:29:00+00:00",
          "2022-03-10T04:30:00+00:00",
          "2022-03-10T04:31:00+00:00",
          "2022-03-10T04:32:00+00:00",
          "2022-03-10T04:33:00+00:00",
          "2022-03-10T04:34:00+00:00",
          "2022-03-10T04:35:00+00:00",
          "2022-03-10T04:36:00+00:00",
          "2022-03-10T04:37:00+00:00",
          "2022-03-10T04:38:00+00:00",
          "2022-03-10T04:39:00+00:00",
          "2022-03-10T04:40:00+00:00",
          "2022-03-10T04:41:00+00:00",
          "2022-03-10T04:42:00+00:00",
          "2022-03-10T04:43:00+00:00",
          "2022-03-10T04:44:00+00:00",
          "2022-03-10T04:45:00+00:00",
          "2022-03-10T04:46:00+00:00",
          "2022-03-10T04:47:00+00:00",
          "2022-03-10T04:48:00+00:00",
          "2022-03-10T04:49:00+00:00",
          "2022-03-10T04:50:00+00:00",
          "2022-03-10T04:51:00+00:00",
          "2022-03-10T04:52:00+00:00",
          "2022-03-10T04:53:00+00:00",
          "2022-03-10T04:54:00+00:00",
          "2022-03-10T04:55:00+00:00",
          "2022-03-10T04:56:00+00:00",
          "2022-03-10T04:57:00+00:00",
          "2022-03-10T04:58:00+00:00",
          "2022-03-10T04:59:00+00:00",
          "2022-03-10T05:00:00+00:00",
          "2022-03-10T05:01:00+00:00",
          "2022-03-10T05:02:00+00:00",
          "2022-03-10T05:03:00+00:00",
          "2022-03-10T05:04:00+00:00",
          "2022-03-10T05:05:00+00:00",
          "2022-03-10T05:06:00+00:00",
          "2022-03-10T05:07:00+00:00",
          "2022-03-10T05:08:00+00:00",
          "2022-03-10T05:09:00+00:00",
          "2022-03-10T05:10:00+00:00",
          "2022-03-10T05:11:00+00:00",
          "2022-03-10T05:12:00+00:00",
          "2022-03-10T05:13:00+00:00",
          "2022-03-10T05:14:00+00:00",
          "2022-03-10T05:15:00+00:00",
          "2022-03-10T05:16:00+00:00",
          "2022-03-10T05:17:00+00:00",
          "2022-03-10T05:18:00+00:00",
          "2022-03-10T05:19:00+00:00",
          "2022-03-10T05:20:00+00:00",
          "2022-03-10T05:21:00+00:00",
          "2022-03-10T05:22:00+00:00",
          "2022-03-10T05:23:00+00:00",
          "2022-03-10T05:24:00+00:00",
          "2022-03-10T05:25:00+00:00",
          "2022-03-10T05:26:00+00:00",
          "2022-03-10T05:27:00+00:00",
          "2022-03-10T05:28:00+00:00",
          "2022-03-10T05:29:00+00:00",
          "2022-03-10T05:30:00+00:00",
          "2022-03-10T05:31:00+00:00",
          "2022-03-10T05:32:00+00:00",
          "2022-03-10T05:33:00+00:00",
          "2022-03-10T05:34:00+00:00",
          "2022-03-10T05:35:00+00:00",
          "2022-03-10T05:36:00+00:00",
          "2022-03-10T05:37:00+00:00",
          "2022-03-10T05:38:00+00:00",
          "2022-03-10T05:39:00+00:00",
          "2022-03-10T05:40:00+00:00",
          "2022-03-10T05:41:00+00:00",
          "2022-03-10T05:42:00+00:00",
          "2022-03-10T05:43:00+00:00",
          "2022-03-10T05:44:00+00:00",
          "2022-03-10T05:45:00+00:00",
          "2022-03-10T05:46:00+00:00",
          "2022-03-10T05:47:00+00:00",
          "2022-03-10T05:48:00+00:00",
          "2022-03-10T05:49:00+00:00",
          "2022-03-10T05:50:00+00:00",
          "2022-03-10T05:51:00+00:00",
          "2022-03-10T05:52:00+00:00",
          "2022-03-10T05:53:00+00:00",
          "2022-03-10T05:54:00+00:00",
          "2022-03-10T05:55:00+00:00",
          "2022-03-10T05:56:00+00:00",
          "2022-03-10T05:57:00+00:00",
          "2022-03-10T05:58:00+00:00",
          "2022-03-10T05:59:00+00:00",
          "2022-03-10T06:00:00+00:00",
          "2022-03-10T06:01:00+00:00",
          "2022-03-10T06:02:00+00:00",
          "2022-03-10T06:03:00+00:00",
          "2022-03-10T06:04:00+00:00",
          "2022-03-10T06:05:00+00:00",
          "2022-03-10T06:06:00+00:00",
          "2022-03-10T06:07:00+00:00",
          "2022-03-10T06:08:00+00:00",
          "2022-03-10T06:09:00+00:00",
          "2022-03-10T06:10:00+00:00",
          "2022-03-10T06:11:00+00:00",
          "2022-03-10T06:12:00+00:00",
          "2022-03-10T06:13:00+00:00",
          "2022-03-10T06:14:00+00:00",
          "2022-03-10T06:15:00+00:00",
          "2022-03-10T06:16:00+00:00",
          "2022-03-10T06:17:00+00:00",
          "2022-03-10T06:18:00+00:00",
          "2022-03-10T06:19:00+00:00",
          "2022-03-10T06:20:00+00:00",
          "2022-03-10T06:21:00+00:00",
          "2022-03-10T06:22:00+00:00",
          "2022-03-10T06:23:00+00:00",
          "2022-03-10T06:24:00+00:00",
          "2022-03-10T06:25:00+00:00",
          "2022-03-10T06:26:00+00:00",
          "2022-03-10T06:27:00+00:00",
          "2022-03-10T06:28:00+00:00",
          "2022-03-10T06:29:00+00:00",
          "2022-03-10T06:30:00+00:00",
          "2022-03-10T06:31:00+00:00",
          "2022-03-10T06:32:00+00:00",
          "2022-03-10T06:33:00+00:00",
          "2022-03-10T06:34:00+00:00",
          "2022-03-10T06:35:00+00:00",
          "2022-03-10T06:36:00+00:00",
          "2022-03-10T06:37:00+00:00",
          "2022-03-10T06:38:00+00:00",
          "2022-03-10T06:39:00+00:00",
          "2022-03-10T06:40:00+00:00",
          "2022-03-10T06:41:00+00:00",
          "2022-03-10T06:42:00+00:00",
          "2022-03-10T06:43:00+00:00",
          "2022-03-10T06:44:00+00:00",
          "2022-03-10T06:45:00+00:00",
          "2022-03-10T06:46:00+00:00",
          "2022-03-10T06:47:00+00:00",
          "2022-03-10T06:48:00+00:00",
          "2022-03-10T06:49:00+00:00",
          "2022-03-10T06:50:00+00:00",
          "2022-03-10T06:51:00+00:00",
          "2022-03-10T06:52:00+00:00",
          "2022-03-10T06:53:00+00:00",
          "2022-03-10T06:54:00+00:00",
          "2022-03-10T06:55:00+00:00",
          "2022-03-10T06:56:00+00:00",
          "2022-03-10T06:57:00+00:00",
          "2022-03-10T06:58:00+00:00",
          "2022-03-10T06:59:00+00:00",
          "2022-03-10T07:00:00+00:00",
          "2022-03-10T07:01:00+00:00",
          "2022-03-10T07:02:00+00:00",
          "2022-03-10T07:03:00+00:00",
          "2022-03-10T07:04:00+00:00",
          "2022-03-10T07:05:00+00:00",
          "2022-03-10T07:06:00+00:00",
          "2022-03-10T07:07:00+00:00",
          "2022-03-10T07:08:00+00:00",
          "2022-03-10T07:09:00+00:00",
          "2022-03-10T07:10:00+00:00",
          "2022-03-10T07:11:00+00:00",
          "2022-03-10T07:12:00+00:00",
          "2022-03-10T07:13:00+00:00",
          "2022-03-10T07:14:00+00:00",
          "2022-03-10T07:15:00+00:00",
          "2022-03-10T07:16:00+00:00",
          "2022-03-10T07:17:00+00:00",
          "2022-03-10T07:18:00+00:00",
          "2022-03-10T07:19:00+00:00",
          "2022-03-10T07:20:00+00:00",
          "2022-03-10T07:21:00+00:00",
          "2022-03-10T07:22:00+00:00",
          "2022-03-10T07:23:00+00:00",
          "2022-03-10T07:24:00+00:00",
          "2022-03-10T07:25:00+00:00",
          "2022-03-10T07:26:00+00:00",
          "2022-03-10T07:27:00+00:00",
          "2022-03-10T07:28:00+00:00",
          "2022-03-10T07:29:00+00:00",
          "2022-03-10T07:30:00+00:00",
          "2022-03-10T07:31:00+00:00",
          "2022-03-10T07:32:00+00:00",
          "2022-03-10T07:33:00+00:00",
          "2022-03-10T07:34:00+00:00",
          "2022-03-10T07:35:00+00:00",
          "2022-03-10T07:36:00+00:00",
          "2022-03-10T07:37:00+00:00",
          "2022-03-10T07:38:00+00:00",
          "2022-03-10T07:39:00+00:00",
          "2022-03-10T07:40:00+00:00",
          "2022-03-10T07:41:00+00:00",
          "2022-03-10T07:42:00+00:00",
          "2022-03-10T07:43:00+00:00",
          "2022-03-10T07:44:00+00:00",
          "2022-03-10T07:45:00+00:00",
          "2022-03-10T07:46:00+00:00",
          "2022-03-10T07:47:00+00:00",
          "2022-03-10T07:48:00+00:00",
          "2022-03-10T07:49:00+00:00",
          "2022-03-10T07:50:00+00:00",
          "2022-03-10T07:51:00+00:00",
          "2022-03-10T07:52:00+00:00",
          "2022-03-10T07:53:00+00:00",
          "2022-03-10T07:54:00+00:00",
          "2022-03-10T07:55:00+00:00",
          "2022-03-10T07:56:00+00:00",
          "2022-03-10T07:57:00+00:00",
          "2022-03-10T07:58:00+00:00",
          "2022-03-10T07:59:00+00:00",
          "2022-03-10T08:00:00+00:00",
          "2022-03-10T08:01:00+00:00",
          "2022-03-10T08:02:00+00:00",
          "2022-03-10T08:03:00+00:00",
          "2022-03-10T08:04:00+00:00",
          "2022-03-10T08:05:00+00:00",
          "2022-03-10T08:06:00+00:00",
          "2022-03-10T08:07:00+00:00",
          "2022-03-10T08:08:00+00:00",
          "2022-03-10T08:09:00+00:00",
          "2022-03-10T08:10:00+00:00",
          "2022-03-10T08:11:00+00:00",
          "2022-03-10T08:12:00+00:00",
          "2022-03-10T08:13:00+00:00",
          "2022-03-10T08:14:00+00:00",
          "2022-03-10T08:15:00+00:00",
          "2022-03-10T08:16:00+00:00",
          "2022-03-10T08:17:00+00:00",
          "2022-03-10T08:18:00+00:00",
          "2022-03-10T08:19:00+00:00",
          "2022-03-10T08:20:00+00:00",
          "2022-03-10T08:21:00+00:00",
          "2022-03-10T08:22:00+00:00",
          "2022-03-10T08:23:00+00:00",
          "2022-03-10T08:24:00+00:00",
          "2022-03-10T08:25:00+00:00",
          "2022-03-10T08:26:00+00:00",
          "2022-03-10T08:27:00+00:00",
          "2022-03-10T08:28:00+00:00",
          "2022-03-10T08:29:00+00:00",
          "2022-03-10T08:30:00+00:00",
          "2022-03-10T08:31:00+00:00",
          "2022-03-10T08:32:00+00:00",
          "2022-03-10T08:33:00+00:00",
          "2022-03-10T08:34:00+00:00",
          "2022-03-10T08:35:00+00:00",
          "2022-03-10T08:36:00+00:00",
          "2022-03-10T08:37:00+00:00",
          "2022-03-10T08:38:00+00:00",
          "2022-03-10T08:39:00+00:00",
          "2022-03-10T08:40:00+00:00",
          "2022-03-10T08:41:00+00:00",
          "2022-03-10T08:42:00+00:00",
          "2022-03-10T08:43:00+00:00",
          "2022-03-10T08:44:00+00:00",
          "2022-03-10T08:45:00+00:00",
          "2022-03-10T08:46:00+00:00",
          "2022-03-10T08:47:00+00:00",
          "2022-03-10T08:48:00+00:00",
          "2022-03-10T08:49:00+00:00",
          "2022-03-10T08:50:00+00:00",
          "2022-03-10T08:51:00+00:00",
          "2022-03-10T08:52:00+00:00",
          "2022-03-10T08:53:00+00:00",
          "2022-03-10T08:54:00+00:00",
          "2022-03-10T08:55:00+00:00",
          "2022-03-10T08:56:00+00:00",
          "2022-03-10T08:57:00+00:00",
          "2022-03-10T08:58:00+00:00",
          "2022-03-10T08:59:00+00:00",
          "2022-03-10T09:00:00+00:00",
          "2022-03-10T09:01:00+00:00",
          "2022-03-10T09:02:00+00:00",
          "2022-03-10T09:03:00+00:00",
          "2022-03-10T09:04:00+00:00",
          "2022-03-10T09:05:00+00:00",
          "2022-03-10T09:06:00+00:00",
          "2022-03-10T09:07:00+00:00",
          "2022-03-10T09:08:00+00:00",
          "2022-03-10T09:09:00+00:00",
          "2022-03-10T09:10:00+00:00",
          "2022-03-10T09:11:00+00:00",
          "2022-03-10T09:12:00+00:00",
          "2022-03-10T09:13:00+00:00",
          "2022-03-10T09:14:00+00:00",
          "2022-03-10T09:15:00+00:00",
          "2022-03-10T09:16:00+00:00",
          "2022-03-10T09:17:00+00:00",
          "2022-03-10T09:18:00+00:00",
          "2022-03-10T09:19:00+00:00",
          "2022-03-10T09:20:00+00:00",
          "2022-03-10T09:21:00+00:00",
          "2022-03-10T09:22:00+00:00",
          "2022-03-10T09:23:00+00:00",
          "2022-03-10T09:24:00+00:00",
          "2022-03-10T09:25:00+00:00",
          "2022-03-10T09:26:00+00:00",
          "2022-03-10T09:27:00+00:00",
          "2022-03-10T09:28:00+00:00",
          "2022-03-10T09:29:00+00:00",
          "2022-03-10T09:30:00+00:00",
          "2022-03-10T09:31:00+00:00",
          "2022-03-10T09:32:00+00:00",
          "2022-03-10T09:33:00+00:00",
          "2022-03-10T09:34:00+00:00",
          "2022-03-10T09:35:00+00:00",
          "2022-03-10T09:36:00+00:00",
          "2022-03-10T09:37:00+00:00",
          "2022-03-10T09:38:00+00:00",
          "2022-03-10T09:39:00+00:00",
          "2022-03-10T09:40:00+00:00",
          "2022-03-10T09:41:00+00:00",
          "2022-03-10T09:42:00+00:00",
          "2022-03-10T09:43:00+00:00",
          "2022-03-10T09:44:00+00:00",
          "2022-03-10T09:45:00+00:00",
          "2022-03-10T09:46:00+00:00",
          "2022-03-10T09:47:00+00:00",
          "2022-03-10T09:48:00+00:00",
          "2022-03-10T09:49:00+00:00",
          "2022-03-10T09:50:00+00:00",
          "2022-03-10T09:51:00+00:00",
          "2022-03-10T09:52:00+00:00",
          "2022-03-10T09:53:00+00:00",
          "2022-03-10T09:54:00+00:00",
          "2022-03-10T09:55:00+00:00",
          "2022-03-10T09:56:00+00:00",
          "2022-03-10T09:57:00+00:00",
          "2022-03-10T09:58:00+00:00",
          "2022-03-10T09:59:00+00:00",
          "2022-03-10T10:00:00+00:00",
          "2022-03-10T10:01:00+00:00",
          "2022-03-10T10:02:00+00:00",
          "2022-03-10T10:03:00+00:00",
          "2022-03-10T10:04:00+00:00",
          "2022-03-10T10:05:00+00:00",
          "2022-03-10T10:06:00+00:00",
          "2022-03-10T10:07:00+00:00",
          "2022-03-10T10:08:00+00:00",
          "2022-03-10T10:09:00+00:00",
          "2022-03-10T10:10:00+00:00",
          "2022-03-10T10:11:00+00:00",
          "2022-03-10T10:12:00+00:00",
          "2022-03-10T10:13:00+00:00",
          "2022-03-10T10:14:00+00:00",
          "2022-03-10T10:15:00+00:00",
          "2022-03-10T10:16:00+00:00",
          "2022-03-10T10:17:00+00:00",
          "2022-03-10T10:18:00+00:00",
          "2022-03-10T10:19:00+00:00",
          "2022-03-10T10:20:00+00:00",
          "2022-03-10T10:21:00+00:00",
          "2022-03-10T10:22:00+00:00",
          "2022-03-10T10:23:00+00:00",
          "2022-03-10T10:24:00+00:00",
          "2022-03-10T10:25:00+00:00",
          "2022-03-10T10:26:00+00:00",
          "2022-03-10T10:27:00+00:00",
          "2022-03-10T10:28:00+00:00",
          "2022-03-10T10:29:00+00:00",
          "2022-03-10T10:30:00+00:00",
          "2022-03-10T10:31:00+00:00",
          "2022-03-10T10:32:00+00:00",
          "2022-03-10T10:33:00+00:00",
          "2022-03-10T10:34:00+00:00",
          "2022-03-10T10:35:00+00:00",
          "2022-03-10T10:36:00+00:00",
          "2022-03-10T10:37:00+00:00",
          "2022-03-10T10:38:00+00:00",
          "2022-03-10T10:39:00+00:00",
          "2022-03-10T10:40:00+00:00",
          "2022-03-10T10:41:00+00:00",
          "2022-03-10T10:42:00+00:00",
          "2022-03-10T10:43:00+00:00",
          "2022-03-10T10:44:00+00:00",
          "2022-03-10T10:45:00+00:00",
          "2022-03-10T10:46:00+00:00",
          "2022-03-10T10:47:00+00:00",
          "2022-03-10T10:48:00+00:00",
          "2022-03-10T10:49:00+00:00",
          "2022-03-10T10:50:00+00:00",
          "2022-03-10T10:51:00+00:00",
          "2022-03-10T10:52:00+00:00",
          "2022-03-10T10:53:00+00:00",
          "2022-03-10T10:54:00+00:00",
          "2022-03-10T10:55:00+00:00",
          "2022-03-10T10:56:00+00:00",
          "2022-03-10T10:57:00+00:00",
          "2022-03-10T10:58:00+00:00",
          "2022-03-10T10:59:00+00:00",
          "2022-03-10T11:00:00+00:00",
          "2022-03-10T11:01:00+00:00",
          "2022-03-10T11:02:00+00:00",
          "2022-03-10T11:03:00+00:00",
          "2022-03-10T11:04:00+00:00",
          "2022-03-10T11:05:00+00:00",
          "2022-03-10T11:06:00+00:00",
          "2022-03-10T11:07:00+00:00",
          "2022-03-10T11:08:00+00:00",
          "2022-03-10T11:09:00+00:00"
         ]
        },
        {
         "customdata": [
          [
           "0",
           "0",
           "0",
           "2022-03-10 01:06:00+00:00",
           0.01688665759853153,
           1973.945,
           0,
           "Long"
          ],
          [
           "1",
           "0",
           "0",
           "2022-03-10 01:06:00+00:00",
           0.016912967070910098,
           1973.9450000000002,
           0,
           "Long"
          ],
          [
           "2",
           "0",
           "0",
           "2022-03-10 01:06:00+00:00",
           0.01686034812615298,
           1973.945,
           0,
           "Long"
          ]
         ],
         "hovertemplate": "<br>Exit Trade Id: %{customdata[0]}\n<br>Entry Order Id: %{customdata[1]}\n<br>Position Id: %{customdata[2]}\n<br>Entry Index: %{customdata[3]}\n<br>Size: %{customdata[4]:,}\n<br>Avg Entry Price: %{customdata[5]:,}\n<br>Entry Fees: %{customdata[6]:,}\n<br>Direction: %{customdata[7]}",
         "marker": {
          "color": "#4285F4",
          "line": {
           "color": "rgb(11,84,205)",
           "width": 1
          },
          "size": 7,
          "symbol": "square"
         },
         "mode": "markers",
         "name": "Entry",
         "type": "scatter",
         "uid": "95622ef7-b8af-4c40-bd37-3896163e186e",
         "x": [
          "2022-03-10T01:06:00+00:00",
          "2022-03-10T01:06:00+00:00",
          "2022-03-10T01:06:00+00:00"
         ],
         "y": [
          1973.945,
          1973.9450000000002,
          1973.945
         ]
        },
        {
         "customdata": [
          [
           "0",
           "1",
           "0",
           "2022-03-10 05:30:00+00:00",
           0.01688665759853153,
           1980,
           0,
           0.10224871175910977,
           0.003067461352773294,
           "Long",
           "0 days 04:24:00"
          ],
          [
           "1",
           "2",
           "0",
           "2022-03-10 10:11:00+00:00",
           0.016912967070910098,
           1990,
           0,
           0.2715376863234553,
           0.008133458632332525,
           "Long",
           "0 days 09:05:00"
          ],
          [
           "2",
           "3",
           "0",
           "2022-03-10 11:09:00+00:00",
           0.01686034812615298,
           2005,
           0,
           0.5235981110576802,
           0.015732454551671885,
           "Long",
           "0 days 10:03:00"
          ]
         ],
         "hovertemplate": "<br>Exit Trade Id: %{customdata[0]}\n<br>Exit Order Id: %{customdata[1]}\n<br>Position Id: %{customdata[2]}\n<br>Exit Index: %{customdata[3]}\n<br>Size: %{customdata[4]:,}\n<br>Avg Exit Price: %{customdata[5]:,}\n<br>Exit Fees: %{customdata[6]:,}\n<br>PnL: %{customdata[7]:,}\n<br>Return: %{customdata[8]:,%}\n<br>Direction: %{customdata[9]}\n<br>Duration: %{customdata[10]}",
         "marker": {
          "color": "#37B13F",
          "line": {
           "color": "rgb(38,123,44)",
           "width": 1
          },
          "size": 7,
          "symbol": "square"
         },
         "mode": "markers",
         "name": "Exit - Profit",
         "type": "scatter",
         "uid": "270c486e-54bc-43b0-8a5b-23fa6ddb687d",
         "x": [
          "2022-03-10T05:30:00+00:00",
          "2022-03-10T10:11:00+00:00",
          "2022-03-10T11:09:00+00:00"
         ],
         "y": [
          1980,
          1990,
          2005
         ]
        }
       ],
       "layout": {
        "height": 350,
        "legend": {
         "orientation": "h",
         "traceorder": "normal",
         "x": 1,
         "xanchor": "right",
         "y": 1.02,
         "yanchor": "bottom"
        },
        "margin": {
         "b": 30,
         "l": 30,
         "r": 30,
         "t": 30
        },
        "shapes": [
         {
          "fillcolor": "#37B13F",
          "layer": "below",
          "line": {
           "width": 0
          },
          "opacity": 0.15,
          "type": "rect",
          "x0": "2022-03-10T01:06:00+00:00",
          "x1": "2022-03-10T05:30:00+00:00",
          "xref": "x",
          "y0": 1973.945,
          "y1": 1980,
          "yref": "y"
         },
         {
          "fillcolor": "#37B13F",
          "layer": "below",
          "line": {
           "width": 0
          },
          "opacity": 0.15,
          "type": "rect",
          "x0": "2022-03-10T01:06:00+00:00",
          "x1": "2022-03-10T10:11:00+00:00",
          "xref": "x",
          "y0": 1973.9450000000002,
          "y1": 1990,
          "yref": "y"
         },
         {
          "fillcolor": "#37B13F",
          "layer": "below",
          "line": {
           "width": 0
          },
          "opacity": 0.15,
          "type": "rect",
          "x0": "2022-03-10T01:06:00+00:00",
          "x1": "2022-03-10T11:09:00+00:00",
          "xref": "x",
          "y0": 1973.945,
          "y1": 2005,
          "yref": "y"
         }
        ],
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#d6dfef"
            },
            "error_y": {
             "color": "#d6dfef"
            },
            "marker": {
             "line": {
              "color": "#21222c",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#21222c",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#A2B1C6",
             "gridcolor": "#343545",
             "linecolor": "#343545",
             "minorgridcolor": "#343545",
             "startlinecolor": "#A2B1C6"
            },
            "baxis": {
             "endlinecolor": "#A2B1C6",
             "gridcolor": "#343545",
             "linecolor": "#343545",
             "minorgridcolor": "#343545",
             "startlinecolor": "#A2B1C6"
            },
            "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": {
             "line": {
              "color": "#343545"
             }
            },
            "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": {
             "line": {
              "color": "#343545"
             }
            },
            "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": "#343545"
             },
             "line": {
              "color": "#21222c"
             }
            },
            "header": {
             "fill": {
              "color": "#2a3f5f"
             },
             "line": {
              "color": "#21222c"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#d6dfef",
           "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": [
           "#1f77b4",
           "#ff7f0e",
           "#2ca02c",
           "#dc3912",
           "#9467bd",
           "#8c564b",
           "#e377c2",
           "#7f7f7f",
           "#bcbd22",
           "#17becf"
          ],
          "font": {
           "color": "#d6dfef"
          },
          "geo": {
           "bgcolor": "#21222c",
           "lakecolor": "#21222c",
           "landcolor": "#21222c",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "#343545"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "dark"
          },
          "paper_bgcolor": "#21222c",
          "plot_bgcolor": "#21222c",
          "polar": {
           "angularaxis": {
            "gridcolor": "#343545",
            "linecolor": "#343545",
            "ticks": ""
           },
           "bgcolor": "#21222c",
           "radialaxis": {
            "gridcolor": "#343545",
            "linecolor": "#343545",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#21222c",
            "gridcolor": "#343545",
            "gridwidth": 2,
            "linecolor": "#343545",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "#aec0d6"
           },
           "yaxis": {
            "backgroundcolor": "#21222c",
            "gridcolor": "#343545",
            "gridwidth": 2,
            "linecolor": "#343545",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "#aec0d6"
           },
           "zaxis": {
            "backgroundcolor": "#21222c",
            "gridcolor": "#343545",
            "gridwidth": 2,
            "linecolor": "#343545",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "#aec0d6"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#d6dfef"
           }
          },
          "sliderdefaults": {
           "bgcolor": "#aec0d6",
           "bordercolor": "#21222c",
           "borderwidth": 1,
           "tickwidth": 0
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "#343545",
            "linecolor": "#343545",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "#343545",
            "linecolor": "#343545",
            "ticks": ""
           },
           "bgcolor": "#21222c",
           "caxis": {
            "gridcolor": "#343545",
            "linecolor": "#343545",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "updatemenudefaults": {
           "bgcolor": "#343545",
           "borderwidth": 0
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "#343545",
           "linecolor": "#343545",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "#343545",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "#343545",
           "linecolor": "#343545",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "#343545",
           "zerolinewidth": 2
          }
         }
        },
        "width": 1280,
        "xaxis": {
         "rangeslider": {
          "visible": false
         }
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Let's plot a random trade\n",
    "# The only issue: we have too much data for that (thanks to Plotly)\n",
    "# Thus, crop it before plotting to remove irrelevant data\n",
    "\n",
    "signal = np.random.choice(len(pf.wrapper.columns)) ## 6 is hitting all levels till TP3 #6\n",
    "print(\"Signal (or) Column Nr:\", signal) \n",
    "pf.trades.iloc[:, signal].crop().plot().show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This particular trade having signal or col. Nr as 6, has all 3 Take Profits. Yay! 😃"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Order Entry Check within the Candle\n",
    "The use case is clear: what if the telegram group gives us signals at a price that is too optimistic to be executed at the current time? They could provide a much higher price for a SELL order to make the trade appear more profitable than it really is. Instead of manually checking whether the order price is within the expected range (OHLC), there's a property `pf.orders.price_status` that does the check for us and returns the status for each order. For example, it returns \"BelowLow\" if the requested order price is lower than the low price of the bar where the order happened. For example, with `pf.orders.bar_high` we get the high price of the bar where an order happened, then we call `to_readable` to make it a Pandas Series and put to our DataFrame. Same for low. By putting high and low price columns alongside \"Price\", we can analyze whether the order price is within its candle. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "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>Column</th>\n",
       "      <th>Order Type</th>\n",
       "      <th>Stop Type</th>\n",
       "      <th>Price</th>\n",
       "      <th>High</th>\n",
       "      <th>Low</th>\n",
       "      <th>Price Status</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>SELL</td>\n",
       "      <td>None</td>\n",
       "      <td>1791.160</td>\n",
       "      <td>1791.866</td>\n",
       "      <td>1790.982</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0</td>\n",
       "      <td>SELL</td>\n",
       "      <td>TP1</td>\n",
       "      <td>1790.900</td>\n",
       "      <td>1791.436</td>\n",
       "      <td>1790.262</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0</td>\n",
       "      <td>SELL</td>\n",
       "      <td>TP2</td>\n",
       "      <td>1789.400</td>\n",
       "      <td>1790.396</td>\n",
       "      <td>1789.156</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0</td>\n",
       "      <td>SELL</td>\n",
       "      <td>SL1</td>\n",
       "      <td>1796.400</td>\n",
       "      <td>1797.156</td>\n",
       "      <td>1794.742</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>BUY</td>\n",
       "      <td>None</td>\n",
       "      <td>1761.727</td>\n",
       "      <td>1761.993</td>\n",
       "      <td>1761.736</td>\n",
       "      <td>BelowLow</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>226</td>\n",
       "      <td>SELLSTOP</td>\n",
       "      <td>SL1</td>\n",
       "      <td>1877.865</td>\n",
       "      <td>1878.035</td>\n",
       "      <td>1875.445</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>227</td>\n",
       "      <td>SELL</td>\n",
       "      <td>None</td>\n",
       "      <td>1884.455</td>\n",
       "      <td>1884.715</td>\n",
       "      <td>1883.635</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>227</td>\n",
       "      <td>SELL</td>\n",
       "      <td>TP1</td>\n",
       "      <td>1882.000</td>\n",
       "      <td>1882.585</td>\n",
       "      <td>1881.685</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>227</td>\n",
       "      <td>SELL</td>\n",
       "      <td>SL1</td>\n",
       "      <td>1895.000</td>\n",
       "      <td>1898.335</td>\n",
       "      <td>1894.185</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>229</td>\n",
       "      <td>SELL</td>\n",
       "      <td>None</td>\n",
       "      <td>1905.935</td>\n",
       "      <td>1906.795</td>\n",
       "      <td>1905.795</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>155 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Column Order Type Stop Type     Price      High       Low Price Status\n",
       "0         0       SELL      None  1791.160  1791.866  1790.982           OK\n",
       "1         0       SELL       TP1  1790.900  1791.436  1790.262           OK\n",
       "2         0       SELL       TP2  1789.400  1790.396  1789.156           OK\n",
       "3         0       SELL       SL1  1796.400  1797.156  1794.742           OK\n",
       "4         5        BUY      None  1761.727  1761.993  1761.736     BelowLow\n",
       "..      ...        ...       ...       ...       ...       ...          ...\n",
       "150     226   SELLSTOP       SL1  1877.865  1878.035  1875.445           OK\n",
       "151     227       SELL      None  1884.455  1884.715  1883.635           OK\n",
       "152     227       SELL       TP1  1882.000  1882.585  1881.685           OK\n",
       "153     227       SELL       SL1  1895.000  1898.335  1894.185           OK\n",
       "154     229       SELL      None  1905.935  1906.795  1905.795           OK\n",
       "\n",
       "[155 rows x 7 columns]"
      ]
     },
     "execution_count": 103,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Let's verify that the entry price stays within each candle\n",
    "pd.concat((\n",
    "    pf.orders.records_readable[[\"Column\", \"Order Type\", \"Stop Type\", \"Price\"]],\n",
    "    pf.orders.bar_high.to_readable(title=\"High\", only_values=True),\n",
    "    pf.orders.bar_low.to_readable(title=\"Low\", only_values=True),\n",
    "    pf.orders.price_status.to_readable(title=\"Price Status\", only_values=True),\n",
    "), axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Start                     2021-09-02 00:00:00+00:00\n",
       "End                       2023-03-13 23:59:00+00:00\n",
       "Period                             83 days 06:26:00\n",
       "Count                                           155\n",
       "Value Counts: OK                                122\n",
       "Value Counts: BelowLow                           33\n",
       "Name: group, dtype: object"
      ]
     },
     "execution_count": 104,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pf.orders.price_status.stats(group_by=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "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>Id</th>\n",
       "      <th>Column</th>\n",
       "      <th>Index</th>\n",
       "      <th>Value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:43:00+00:00</td>\n",
       "      <td>1791.866</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:44:00+00:00</td>\n",
       "      <td>1791.436</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:50:00+00:00</td>\n",
       "      <td>1790.396</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>2021-09-14 12:55:00+00:00</td>\n",
       "      <td>1797.156</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>2021-09-17 11:00:00+00:00</td>\n",
       "      <td>1761.993</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>3</td>\n",
       "      <td>226</td>\n",
       "      <td>2023-03-13 00:00:00+00:00</td>\n",
       "      <td>1878.035</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>0</td>\n",
       "      <td>227</td>\n",
       "      <td>2023-03-13 10:17:00+00:00</td>\n",
       "      <td>1884.715</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>1</td>\n",
       "      <td>227</td>\n",
       "      <td>2023-03-13 10:47:00+00:00</td>\n",
       "      <td>1882.585</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>2</td>\n",
       "      <td>227</td>\n",
       "      <td>2023-03-13 12:29:00+00:00</td>\n",
       "      <td>1898.335</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>0</td>\n",
       "      <td>229</td>\n",
       "      <td>2023-03-13 14:36:00+00:00</td>\n",
       "      <td>1906.795</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>155 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Id  Column                     Index     Value\n",
       "0     0       0 2021-09-14 12:43:00+00:00  1791.866\n",
       "1     1       0 2021-09-14 12:44:00+00:00  1791.436\n",
       "2     2       0 2021-09-14 12:50:00+00:00  1790.396\n",
       "3     3       0 2021-09-14 12:55:00+00:00  1797.156\n",
       "4     0       5 2021-09-17 11:00:00+00:00  1761.993\n",
       "..   ..     ...                       ...       ...\n",
       "150   3     226 2023-03-13 00:00:00+00:00  1878.035\n",
       "151   0     227 2023-03-13 10:17:00+00:00  1884.715\n",
       "152   1     227 2023-03-13 10:47:00+00:00  1882.585\n",
       "153   2     227 2023-03-13 12:29:00+00:00  1898.335\n",
       "154   0     229 2023-03-13 14:36:00+00:00  1906.795\n",
       "\n",
       "[155 rows x 4 columns]"
      ]
     },
     "execution_count": 105,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pf.orders.bar_high.to_readable()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Merging Order Records for portfolio metrics"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "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>id</th>\n",
       "      <th>col</th>\n",
       "      <th>idx</th>\n",
       "      <th>size</th>\n",
       "      <th>price</th>\n",
       "      <th>fees</th>\n",
       "      <th>side</th>\n",
       "      <th>order_type</th>\n",
       "      <th>stop_type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4663</td>\n",
       "      <td>0.055830</td>\n",
       "      <td>1791.160</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>4664</td>\n",
       "      <td>0.018610</td>\n",
       "      <td>1790.900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>4670</td>\n",
       "      <td>0.018591</td>\n",
       "      <td>1789.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>4675</td>\n",
       "      <td>0.018629</td>\n",
       "      <td>1796.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>5940</td>\n",
       "      <td>0.056762</td>\n",
       "      <td>1761.727</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>150</td>\n",
       "      <td>0</td>\n",
       "      <td>118526</td>\n",
       "      <td>0.027003</td>\n",
       "      <td>1877.865</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>151</td>\n",
       "      <td>0</td>\n",
       "      <td>119143</td>\n",
       "      <td>0.053066</td>\n",
       "      <td>1884.455</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>152</td>\n",
       "      <td>0</td>\n",
       "      <td>119173</td>\n",
       "      <td>0.013174</td>\n",
       "      <td>1882.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>153</td>\n",
       "      <td>0</td>\n",
       "      <td>119275</td>\n",
       "      <td>0.039892</td>\n",
       "      <td>1895.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>154</td>\n",
       "      <td>0</td>\n",
       "      <td>119402</td>\n",
       "      <td>0.052468</td>\n",
       "      <td>1905.935</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>155 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      id  col     idx      size     price  fees  side  order_type  stop_type\n",
       "0      0    0    4663  0.055830  1791.160   0.0     1           1         -1\n",
       "1      1    0    4664  0.018610  1790.900   0.0     0           1          1\n",
       "2      2    0    4670  0.018591  1789.400   0.0     0           1          2\n",
       "3      3    0    4675  0.018629  1796.400   0.0     0           1          0\n",
       "4      4    0    5940  0.056762  1761.727   0.0     0           0         -1\n",
       "..   ...  ...     ...       ...       ...   ...   ...         ...        ...\n",
       "150  150    0  118526  0.027003  1877.865   0.0     0           3          0\n",
       "151  151    0  119143  0.053066  1884.455   0.0     1           1         -1\n",
       "152  152    0  119173  0.013174  1882.000   0.0     0           1          1\n",
       "153  153    0  119275  0.039892  1895.000   0.0     0           1          0\n",
       "154  154    0  119402  0.052468  1905.935   0.0     1           1         -1\n",
       "\n",
       "[155 rows x 9 columns]"
      ]
     },
     "execution_count": 106,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Now, what if we're interested in portfolio metrics, such as the Sharpe ratio?\n",
    "# The problem is that most metrics are producing multiple (intermediate) time series of the full shape, which is \n",
    "# disastrous for RAM since our data will have to be tiled  by the number of columns. \n",
    "# But here's a trick: merge order records of all columns into one, as if we did the simulation on just one column!\n",
    "\n",
    "def merge_order_records(order_records):\n",
    "    merged_order_records = order_records.copy()\n",
    "    \n",
    "    # New records should have only one column\n",
    "    merged_order_records[\"col\"][:] = 0\n",
    "    \n",
    "    # Sort the records by the timestamp\n",
    "    merged_order_records = merged_order_records[np.argsort(merged_order_records[\"idx\"])]\n",
    "    \n",
    "    # Reset the order ids\n",
    "    merged_order_records[\"id\"][:] = np.arange(len(merged_order_records))\n",
    "    return merged_order_records\n",
    "\n",
    "merged_order_records = merge_order_records(custom_order_records)\n",
    "pd.DataFrame(merged_order_records)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {},
   "outputs": [],
   "source": [
    "# We also need to change the wrapper because it holds the information on our columns\n",
    "merged_wrapper = pf.wrapper.replace(columns=[0], ndim=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Portfolio(\n",
      "    wrapper=ArrayWrapper(\n",
      "        index=<pandas.core.indexes.datetimes.DatetimeIndex object at 0x1735a6a70 with shape (119906,)>,\n",
      "        columns=<pandas.core.indexes.numeric.Int64Index object at 0x28cb121d0 with shape (45,)>,\n",
      "        ndim=2,\n",
      "        freq='minute',\n",
      "        column_only_select=None,\n",
      "        range_only_select=None,\n",
      "        group_select=None,\n",
      "        grouped_ndim=None,\n",
      "        grouper=Grouper(\n",
      "            index=<pandas.core.indexes.numeric.Int64Index object at 0x28cb121d0 with shape (45,)>,\n",
      "            group_by=None,\n",
      "            def_lvl_name='group',\n",
      "            allow_enable=True,\n",
      "            allow_disable=True,\n",
      "            allow_modify=True\n",
      "        )\n",
      "    ),\n",
      "    order_records=<numpy.ndarray object at 0x28d7fba50 with shape (155,)>,\n",
      "    open=<numpy.ndarray object at 0x17365d5f0 with shape (119906, 1)>,\n",
      "    high=<numpy.ndarray object at 0x17365e010 with shape (119906, 1)>,\n",
      "    low=<numpy.ndarray object at 0x17365e1f0 with shape (119906, 1)>,\n",
      "    close=<numpy.ndarray object at 0x17365da10 with shape (119906, 1)>,\n",
      "    log_records=<numpy.ndarray object at 0x173686130 with shape (0,)>,\n",
      "    cash_sharing=False,\n",
      "    init_cash=<numpy.ndarray object at 0x28c9ee1f0 with shape (45,)>,\n",
      "    init_position=<numpy.ndarray object at 0x28d20d8f0 with shape (45,)>,\n",
      "    init_price=<numpy.ndarray object at 0x28d20d830 with shape (45,)>,\n",
      "    cash_deposits=<numpy.ndarray object at 0x173662670 with shape (1, 1)>,\n",
      "    cash_earnings=<numpy.ndarray object at 0x17365c870 with shape (1, 1)>,\n",
      "    call_seq=None,\n",
      "    in_outputs=None,\n",
      "    use_in_outputs=None,\n",
      "    bm_close=None,\n",
      "    fillna_close=None,\n",
      "    trades_type=None,\n",
      "    orders_cls=<class '__main__.CustomOrders'>,\n",
      "    logs_cls=None,\n",
      "    trades_cls=None,\n",
      "    entry_trades_cls=None,\n",
      "    exit_trades_cls=None,\n",
      "    positions_cls=None,\n",
      "    drawdowns_cls=None\n",
      ")\n"
     ]
    }
   ],
   "source": [
    "# Is there any other array that requires merging?\n",
    "# Let's introspect the portfolio instance and search for arrays of the full shape\n",
    "print(pf)\n",
    "# There are none, thus replace only the records and the wrapper"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "metadata": {},
   "outputs": [],
   "source": [
    "merged_pf = pf.replace(\n",
    "    order_records=merged_order_records, \n",
    "    wrapper=merged_wrapper,\n",
    "    init_cash=\"auto\"\n",
    ")\n",
    "\n",
    "# Also, the previous individual portfolios were each using the starting capital of $100m Which was used 100%, \n",
    "# but since we merge columns together, we now may require less starting capital\n",
    "# Thus, we will determine it automatically\n",
    "## init_Cash = \"auto\" means automatic initial capital is choosen, which is calculated from the max amount of cash we spent during all simulations.\n",
    "##  This is better than taking 100$ and multiplying by the number of signals since then we would have inflated the returns."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Start                         2021-09-02 00:00:00+00:00\n",
      "End                           2023-03-13 23:59:00+00:00\n",
      "Period                                 83 days 06:26:00\n",
      "Start Value                                   168.90342\n",
      "Min Value                                    166.380452\n",
      "Max Value                                    174.233989\n",
      "End Value                                    168.333302\n",
      "Total Return [%]                              -0.337541\n",
      "Benchmark Return [%]                           5.439047\n",
      "Total Time Exposure [%]                       39.339149\n",
      "Max Gross Exposure [%]                            100.0\n",
      "Max Drawdown [%]                               3.894613\n",
      "Max Drawdown Duration                  38 days 07:03:00\n",
      "Total Orders                                        155\n",
      "Total Fees Paid                                     0.0\n",
      "Total Trades                                        112\n",
      "Win Rate [%]                                  61.261261\n",
      "Best Trade [%]                                  8.00419\n",
      "Worst Trade [%]                               -2.386677\n",
      "Avg Winning Trade [%]                          0.642969\n",
      "Avg Losing Trade [%]                          -0.712394\n",
      "Avg Winning Trade Duration    0 days 14:31:48.529411764\n",
      "Avg Losing Trade Duration     1 days 03:40:20.930232558\n",
      "Profit Factor                                  0.983703\n",
      "Expectancy                                    -0.002187\n",
      "Sharpe Ratio                                  -0.161445\n",
      "Calmar Ratio                                  -0.056725\n",
      "Omega Ratio                                     0.99786\n",
      "Sortino Ratio                                 -0.227766\n",
      "dtype: object\n"
     ]
    }
   ],
   "source": [
    "# We can now get any portfolio statistic\n",
    "print(merged_pf.stats())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total Profit: -0.5701185962467719\n",
      "PnL Sum: -0.5701185962467079\n"
     ]
    }
   ],
   "source": [
    "# You may wonder why the win rate and other trade metrics are different here\n",
    "# There are two reasons: \n",
    "# 1) Portfolio stats uses exit trades (previously we used positions), that is, each stop order is a trade\n",
    "# 2) After merging, there's no more information which order belongs to which trade, thus positions are built in a sequential order\n",
    "\n",
    "# But to verify that both portfolio match, we can compare to the total profit to the previous trade P&L\n",
    "print(\"Total Profit:\",merged_pf.total_profit)\n",
    "print(\"PnL Sum:\",pf.trades.pnl.sum(group_by=True))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "close": [
          1809.575,
          1827.84,
          null,
          null,
          1823.66,
          null,
          null,
          null,
          null,
          null,
          1787.462,
          null,
          1803.787,
          null,
          null,
          1754.5,
          null,
          null,
          null,
          null,
          null,
          null,
          1750.5,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1759.4115000000002,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1795.46,
          null,
          null,
          null,
          1764.058,
          null,
          null,
          null,
          1792.355,
          null,
          null,
          null,
          1793.65,
          null,
          null,
          null,
          null,
          null,
          1792.132,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1862.44,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1773.3015,
          1781.89,
          null,
          1783.38,
          null,
          1783.0035,
          null,
          null,
          null,
          1776.4365,
          null,
          null,
          null,
          1785.84,
          null,
          1779.5685,
          null,
          null,
          null,
          null,
          1791.6885000000002,
          1790.5985,
          null,
          1808.575,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1839.01,
          null,
          null,
          null,
          1843.665,
          null,
          1822.015,
          null,
          1791.61,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1826.005,
          1832.655,
          null,
          null,
          null,
          null,
          1871.125,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1898.28,
          1910.8175,
          null,
          null,
          null,
          null,
          1906.355,
          null,
          1928.89,
          null,
          1970.7,
          null,
          null,
          null,
          null,
          null,
          1995.365,
          null,
          null,
          null,
          1952.255,
          null,
          1927.145,
          null,
          1921.55,
          null,
          1919.1525,
          1935.71,
          1919.7675,
          null,
          1959.3685,
          null,
          null,
          null,
          null,
          null,
          1934.185,
          null,
          1925.51,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1951.05,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1854.751,
          null,
          1854.1675,
          null,
          null,
          null,
          1813.305,
          null,
          null,
          null,
          null,
          1846.55,
          null,
          null,
          null,
          1867.491,
          null,
          1852.875,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1838.525,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1710.0549999999998,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1762.292,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1758.532,
          1747.465,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1734.8295,
          null,
          1723.427,
          1709.0320000000002,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1702.228,
          null,
          null,
          1674.9499999999998,
          null,
          null,
          1675.84,
          null,
          1667.1315,
          null,
          1644.15,
          null,
          null,
          null,
          null,
          1656.2635,
          1664.685,
          1660.52,
          null,
          null,
          null,
          null,
          null,
          null,
          1694.975,
          null,
          1696.772,
          null,
          1664.145,
          null,
          1663.54,
          null,
          null,
          null,
          1650.77,
          null,
          1627.185,
          null,
          1657.725,
          null,
          1661.3755,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1672.7545,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1773.95,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1754.66,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1769.4495,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1805.885,
          null,
          null,
          null,
          null,
          null,
          null,
          1854.8365,
          1832.905,
          1865.925,
          null,
          null,
          1870.575,
          null,
          1877.025,
          null,
          null,
          null,
          1917,
          1917.99,
          1908.7215,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1948.365,
          null,
          null,
          null,
          1929.0285,
          null,
          1927.3765,
          null,
          null,
          1865.15,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1854.5385,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1846.405,
          1814.03,
          null,
          1831.595,
          1867.825,
          null,
          null,
          1912.1735
         ],
         "decreasing": {
          "fillcolor": "#ee534f",
          "line": {
           "color": "#ee534f"
          }
         },
         "high": [
          1817.342,
          1834.166,
          null,
          null,
          1828.782,
          null,
          null,
          null,
          null,
          null,
          1789.916,
          null,
          1808.786,
          null,
          null,
          1767.716,
          null,
          null,
          null,
          null,
          null,
          null,
          1757.852,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1768.645,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1800.765,
          null,
          null,
          null,
          1772.296,
          null,
          null,
          null,
          1813.996,
          null,
          null,
          null,
          1808.182,
          null,
          null,
          null,
          null,
          null,
          1796.032,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1870.742,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1809.002,
          1795.022,
          null,
          1786.355,
          null,
          1786.612,
          null,
          null,
          null,
          1787.842,
          null,
          null,
          null,
          1791.772,
          null,
          1781.732,
          null,
          null,
          null,
          null,
          1804.382,
          1800.722,
          null,
          1810.952,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1848.116,
          null,
          null,
          null,
          1844.552,
          null,
          1849.852,
          null,
          1799.622,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1828.982,
          1836.032,
          null,
          null,
          null,
          null,
          1874.322,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1914.147,
          1911.812,
          null,
          null,
          null,
          null,
          1919.712,
          null,
          1948,
          null,
          1971.582,
          null,
          null,
          null,
          null,
          null,
          2009.382,
          null,
          null,
          null,
          1979.172,
          null,
          1929.787,
          null,
          1945.602,
          null,
          1926.812,
          1941.501,
          1938.692,
          null,
          1966.312,
          null,
          null,
          null,
          null,
          null,
          1938.806,
          null,
          1939.782,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1957.752,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1882.382,
          null,
          1858.402,
          null,
          null,
          null,
          1815.182,
          null,
          null,
          null,
          null,
          1849.677,
          null,
          null,
          null,
          1869.955,
          null,
          1854.592,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1840.672,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1718.656,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1766.71,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1772.626,
          1758.866,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1738.912,
          null,
          1740.806,
          1726.802,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1732.022,
          null,
          null,
          1680.542,
          null,
          null,
          1679.045,
          null,
          1688.392,
          null,
          1676.192,
          null,
          null,
          null,
          null,
          1662.915,
          1665.485,
          1675.555,
          null,
          null,
          null,
          null,
          null,
          null,
          1715.036,
          null,
          1700.172,
          null,
          1684.202,
          null,
          1682.692,
          null,
          null,
          null,
          1668.672,
          null,
          1653.743,
          null,
          1658.902,
          null,
          1671.392,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1680.663,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1785.282,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1761.423,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1810.223,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1814.825,
          null,
          null,
          null,
          null,
          null,
          null,
          1865.345,
          1859.195,
          1870.115,
          null,
          null,
          1881.823,
          null,
          1886.855,
          null,
          null,
          null,
          1923.743,
          1929.225,
          1919.245,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1949.085,
          null,
          null,
          null,
          1930.603,
          null,
          1931.312,
          null,
          null,
          1918.845,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1866.795,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1858.485,
          1851.845,
          null,
          1835.895,
          1870.405,
          null,
          null,
          1915.006
         ],
         "increasing": {
          "fillcolor": "#26a69a",
          "line": {
           "color": "#26a69a"
          }
         },
         "low": [
          1805.132,
          1809.246,
          null,
          null,
          1821.593,
          null,
          null,
          null,
          null,
          null,
          1787.272,
          null,
          1781.117,
          null,
          null,
          1747.563,
          null,
          null,
          null,
          null,
          null,
          null,
          1740.643,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1748.842,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1786.926,
          null,
          null,
          null,
          1760.476,
          null,
          null,
          null,
          1783.076,
          null,
          null,
          null,
          1782.586,
          null,
          null,
          null,
          null,
          null,
          1780.186,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1856.602,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1770.122,
          1772.882,
          null,
          1766.362,
          null,
          1780.981,
          null,
          null,
          null,
          1773.541,
          null,
          null,
          null,
          1782.005,
          null,
          1753.575,
          null,
          null,
          null,
          null,
          1788.502,
          1785.091,
          null,
          1799.045,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1836.162,
          null,
          null,
          null,
          1829.942,
          null,
          1815.152,
          null,
          1780.482,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1815.612,
          1824.902,
          null,
          null,
          null,
          null,
          1851.042,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1891.602,
          1889.824,
          null,
          null,
          null,
          null,
          1891.122,
          null,
          1914.099,
          null,
          1929.952,
          null,
          null,
          null,
          null,
          null,
          1970.752,
          null,
          null,
          null,
          1949.898,
          null,
          1895.247,
          null,
          1918.232,
          null,
          1918.602,
          1918.212,
          1910.821,
          null,
          1937.692,
          null,
          null,
          null,
          null,
          null,
          1916.267,
          null,
          1918.242,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1936.977,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1851.972,
          null,
          1832.242,
          null,
          null,
          null,
          1810.042,
          null,
          null,
          null,
          null,
          1832.587,
          null,
          null,
          null,
          1849.522,
          null,
          1841.117,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1835.052,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1705.552,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1761.116,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1755.576,
          1745.726,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1733.622,
          null,
          1721.342,
          1706.086,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1697.236,
          null,
          null,
          1654.425,
          null,
          null,
          1659.845,
          null,
          1654.072,
          null,
          1640.002,
          null,
          null,
          null,
          null,
          1615.092,
          1641.745,
          1659.495,
          null,
          null,
          null,
          null,
          null,
          null,
          1690.792,
          null,
          1695.886,
          null,
          1661.228,
          null,
          1642.552,
          null,
          null,
          null,
          1646.585,
          null,
          1626.752,
          null,
          1617.502,
          null,
          1656.932,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1672.592,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1770.552,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1746.262,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1766.002,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1797.242,
          null,
          null,
          null,
          null,
          null,
          null,
          1836.395,
          1825.322,
          1831.515,
          null,
          null,
          1867.345,
          null,
          1867.375,
          null,
          null,
          null,
          1917.105,
          1911.025,
          1904.002,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1920.045,
          null,
          null,
          null,
          1925.953,
          null,
          1901.035,
          null,
          null,
          1861.552,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1850.665,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1845.355,
          1812.952,
          null,
          1812.145,
          1827.972,
          null,
          null,
          1871.685
         ],
         "name": "OHLC",
         "opacity": 0.5,
         "open": [
          1813.225,
          1809.58,
          null,
          null,
          1827.645,
          null,
          null,
          null,
          null,
          null,
          1788.525,
          null,
          1793.128,
          null,
          null,
          1753.962,
          null,
          null,
          null,
          null,
          null,
          null,
          1746.3249999999998,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1768.145,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1791.78,
          null,
          null,
          null,
          1771.053,
          null,
          null,
          null,
          1784.658,
          null,
          null,
          null,
          1807.932,
          null,
          null,
          null,
          null,
          null,
          1780.095,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1865.62,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1786.8784999999998,
          1773.33,
          null,
          1769.0785,
          null,
          1785.29,
          null,
          null,
          null,
          1783.5735,
          null,
          null,
          null,
          1783.2885,
          null,
          1772.5765,
          null,
          null,
          null,
          null,
          1800.32,
          1791.6935,
          null,
          1803.7615,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1838.633,
          null,
          null,
          null,
          1834.802,
          null,
          1849.5735,
          null,
          1797.3049999999998,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1822.065,
          1826.038,
          null,
          null,
          null,
          null,
          1859.64,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1909.565,
          1898.27,
          null,
          null,
          null,
          null,
          1910.35,
          null,
          1942.365,
          null,
          1935.0095,
          null,
          null,
          null,
          null,
          null,
          1989.95,
          null,
          null,
          null,
          1974.395,
          null,
          1917.9855,
          null,
          1943.995,
          null,
          1921.92,
          1919.1475,
          1935.705,
          null,
          1946.1305,
          null,
          null,
          null,
          null,
          null,
          1916.5,
          null,
          1936.87,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1956.855,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1881.325,
          null,
          1833.6425,
          null,
          null,
          null,
          1810.332,
          null,
          null,
          null,
          null,
          1842.1575,
          null,
          null,
          null,
          1853.98,
          null,
          1854.065,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1837.85,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1708.338,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1765.6575,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1765.0485,
          1758.5205,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1736.4,
          null,
          1739.63,
          1723.422,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1725.34,
          null,
          null,
          1662.4855,
          null,
          null,
          1678.03,
          null,
          1666.483,
          null,
          1672.83,
          null,
          null,
          null,
          null,
          1628.8915000000002,
          1656.2835,
          1664.7085,
          null,
          null,
          null,
          null,
          null,
          null,
          1711.9905,
          null,
          1695.675,
          null,
          1670.1950000000002,
          null,
          1674.542,
          null,
          null,
          null,
          1647.54,
          null,
          1652.42,
          null,
          1627.095,
          null,
          1658.1,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1674.775,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1780.89,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1755.4699999999998,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1799.03,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1812.475,
          null,
          null,
          null,
          null,
          null,
          null,
          1836.5365,
          1854.81,
          1832.89,
          null,
          null,
          1869.77,
          null,
          1877.295,
          null,
          null,
          null,
          1920.6,
          1917.02,
          1918.005,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1937.055,
          null,
          null,
          null,
          1927.6,
          null,
          1922.19,
          null,
          null,
          1915.2135,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1862.74,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          1852.4235,
          1846.38,
          null,
          1815.3905,
          1831.6015,
          null,
          null,
          1877.865
         ],
         "type": "candlestick",
         "uid": "6e893fb5-8d06-4a7f-8ae7-52e87b3ef240",
         "x": [
          "2021-09-02T00:00:00+00:00",
          "2021-09-03T00:00:00+00:00",
          "2021-09-04T00:00:00+00:00",
          "2021-09-05T00:00:00+00:00",
          "2021-09-06T00:00:00+00:00",
          "2021-09-07T00:00:00+00:00",
          "2021-09-08T00:00:00+00:00",
          "2021-09-09T00:00:00+00:00",
          "2021-09-10T00:00:00+00:00",
          "2021-09-11T00:00:00+00:00",
          "2021-09-12T00:00:00+00:00",
          "2021-09-13T00:00:00+00:00",
          "2021-09-14T00:00:00+00:00",
          "2021-09-15T00:00:00+00:00",
          "2021-09-16T00:00:00+00:00",
          "2021-09-17T00:00:00+00:00",
          "2021-09-18T00:00:00+00:00",
          "2021-09-19T00:00:00+00:00",
          "2021-09-20T00:00:00+00:00",
          "2021-09-21T00:00:00+00:00",
          "2021-09-22T00:00:00+00:00",
          "2021-09-23T00:00:00+00:00",
          "2021-09-24T00:00:00+00:00",
          "2021-09-25T00:00:00+00:00",
          "2021-09-26T00:00:00+00:00",
          "2021-09-27T00:00:00+00:00",
          "2021-09-28T00:00:00+00:00",
          "2021-09-29T00:00:00+00:00",
          "2021-09-30T00:00:00+00:00",
          "2021-10-01T00:00:00+00:00",
          "2021-10-02T00:00:00+00:00",
          "2021-10-03T00:00:00+00:00",
          "2021-10-04T00:00:00+00:00",
          "2021-10-05T00:00:00+00:00",
          "2021-10-06T00:00:00+00:00",
          "2021-10-07T00:00:00+00:00",
          "2021-10-08T00:00:00+00:00",
          "2021-10-09T00:00:00+00:00",
          "2021-10-10T00:00:00+00:00",
          "2021-10-11T00:00:00+00:00",
          "2021-10-12T00:00:00+00:00",
          "2021-10-13T00:00:00+00:00",
          "2021-10-14T00:00:00+00:00",
          "2021-10-15T00:00:00+00:00",
          "2021-10-16T00:00:00+00:00",
          "2021-10-17T00:00:00+00:00",
          "2021-10-18T00:00:00+00:00",
          "2021-10-19T00:00:00+00:00",
          "2021-10-20T00:00:00+00:00",
          "2021-10-21T00:00:00+00:00",
          "2021-10-22T00:00:00+00:00",
          "2021-10-23T00:00:00+00:00",
          "2021-10-24T00:00:00+00:00",
          "2021-10-25T00:00:00+00:00",
          "2021-10-26T00:00:00+00:00",
          "2021-10-27T00:00:00+00:00",
          "2021-10-28T00:00:00+00:00",
          "2021-10-29T00:00:00+00:00",
          "2021-10-30T00:00:00+00:00",
          "2021-10-31T00:00:00+00:00",
          "2021-11-01T00:00:00+00:00",
          "2021-11-02T00:00:00+00:00",
          "2021-11-03T00:00:00+00:00",
          "2021-11-04T00:00:00+00:00",
          "2021-11-05T00:00:00+00:00",
          "2021-11-06T00:00:00+00:00",
          "2021-11-07T00:00:00+00:00",
          "2021-11-08T00:00:00+00:00",
          "2021-11-09T00:00:00+00:00",
          "2021-11-10T00:00:00+00:00",
          "2021-11-11T00:00:00+00:00",
          "2021-11-12T00:00:00+00:00",
          "2021-11-13T00:00:00+00:00",
          "2021-11-14T00:00:00+00:00",
          "2021-11-15T00:00:00+00:00",
          "2021-11-16T00:00:00+00:00",
          "2021-11-17T00:00:00+00:00",
          "2021-11-18T00:00:00+00:00",
          "2021-11-19T00:00:00+00:00",
          "2021-11-20T00:00:00+00:00",
          "2021-11-21T00:00:00+00:00",
          "2021-11-22T00:00:00+00:00",
          "2021-11-23T00:00:00+00:00",
          "2021-11-24T00:00:00+00:00",
          "2021-11-25T00:00:00+00:00",
          "2021-11-26T00:00:00+00:00",
          "2021-11-27T00:00:00+00:00",
          "2021-11-28T00:00:00+00:00",
          "2021-11-29T00:00:00+00:00",
          "2021-11-30T00:00:00+00:00",
          "2021-12-01T00:00:00+00:00",
          "2021-12-02T00:00:00+00:00",
          "2021-12-03T00:00:00+00:00",
          "2021-12-04T00:00:00+00:00",
          "2021-12-05T00:00:00+00:00",
          "2021-12-06T00:00:00+00:00",
          "2021-12-07T00:00:00+00:00",
          "2021-12-08T00:00:00+00:00",
          "2021-12-09T00:00:00+00:00",
          "2021-12-10T00:00:00+00:00",
          "2021-12-11T00:00:00+00:00",
          "2021-12-12T00:00:00+00:00",
          "2021-12-13T00:00:00+00:00",
          "2021-12-14T00:00:00+00:00",
          "2021-12-15T00:00:00+00:00",
          "2021-12-16T00:00:00+00:00",
          "2021-12-17T00:00:00+00:00",
          "2021-12-18T00:00:00+00:00",
          "2021-12-19T00:00:00+00:00",
          "2021-12-20T00:00:00+00:00",
          "2021-12-21T00:00:00+00:00",
          "2021-12-22T00:00:00+00:00",
          "2021-12-23T00:00:00+00:00",
          "2021-12-24T00:00:00+00:00",
          "2021-12-25T00:00:00+00:00",
          "2021-12-26T00:00:00+00:00",
          "2021-12-27T00:00:00+00:00",
          "2021-12-28T00:00:00+00:00",
          "2021-12-29T00:00:00+00:00",
          "2021-12-30T00:00:00+00:00",
          "2021-12-31T00:00:00+00:00",
          "2022-01-01T00:00:00+00:00",
          "2022-01-02T00:00:00+00:00",
          "2022-01-03T00:00:00+00:00",
          "2022-01-04T00:00:00+00:00",
          "2022-01-05T00:00:00+00:00",
          "2022-01-06T00:00:00+00:00",
          "2022-01-07T00:00:00+00:00",
          "2022-01-08T00:00:00+00:00",
          "2022-01-09T00:00:00+00:00",
          "2022-01-10T00:00:00+00:00",
          "2022-01-11T00:00:00+00:00",
          "2022-01-12T00:00:00+00:00",
          "2022-01-13T00:00:00+00:00",
          "2022-01-14T00:00:00+00:00",
          "2022-01-15T00:00:00+00:00",
          "2022-01-16T00:00:00+00:00",
          "2022-01-17T00:00:00+00:00",
          "2022-01-18T00:00:00+00:00",
          "2022-01-19T00:00:00+00:00",
          "2022-01-20T00:00:00+00:00",
          "2022-01-21T00:00:00+00:00",
          "2022-01-22T00:00:00+00:00",
          "2022-01-23T00:00:00+00:00",
          "2022-01-24T00:00:00+00:00",
          "2022-01-25T00:00:00+00:00",
          "2022-01-26T00:00:00+00:00",
          "2022-01-27T00:00:00+00:00",
          "2022-01-28T00:00:00+00:00",
          "2022-01-29T00:00:00+00:00",
          "2022-01-30T00:00:00+00:00",
          "2022-01-31T00:00:00+00:00",
          "2022-02-01T00:00:00+00:00",
          "2022-02-02T00:00:00+00:00",
          "2022-02-03T00:00:00+00:00",
          "2022-02-04T00:00:00+00:00",
          "2022-02-05T00:00:00+00:00",
          "2022-02-06T00:00:00+00:00",
          "2022-02-07T00:00:00+00:00",
          "2022-02-08T00:00:00+00:00",
          "2022-02-09T00:00:00+00:00",
          "2022-02-10T00:00:00+00:00",
          "2022-02-11T00:00:00+00:00",
          "2022-02-12T00:00:00+00:00",
          "2022-02-13T00:00:00+00:00",
          "2022-02-14T00:00:00+00:00",
          "2022-02-15T00:00:00+00:00",
          "2022-02-16T00:00:00+00:00",
          "2022-02-17T00:00:00+00:00",
          "2022-02-18T00:00:00+00:00",
          "2022-02-19T00:00:00+00:00",
          "2022-02-20T00:00:00+00:00",
          "2022-02-21T00:00:00+00:00",
          "2022-02-22T00:00:00+00:00",
          "2022-02-23T00:00:00+00:00",
          "2022-02-24T00:00:00+00:00",
          "2022-02-25T00:00:00+00:00",
          "2022-02-26T00:00:00+00:00",
          "2022-02-27T00:00:00+00:00",
          "2022-02-28T00:00:00+00:00",
          "2022-03-01T00:00:00+00:00",
          "2022-03-02T00:00:00+00:00",
          "2022-03-03T00:00:00+00:00",
          "2022-03-04T00:00:00+00:00",
          "2022-03-05T00:00:00+00:00",
          "2022-03-06T00:00:00+00:00",
          "2022-03-07T00:00:00+00:00",
          "2022-03-08T00:00:00+00:00",
          "2022-03-09T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-11T00:00:00+00:00",
          "2022-03-12T00:00:00+00:00",
          "2022-03-13T00:00:00+00:00",
          "2022-03-14T00:00:00+00:00",
          "2022-03-15T00:00:00+00:00",
          "2022-03-16T00:00:00+00:00",
          "2022-03-17T00:00:00+00:00",
          "2022-03-18T00:00:00+00:00",
          "2022-03-19T00:00:00+00:00",
          "2022-03-20T00:00:00+00:00",
          "2022-03-21T00:00:00+00:00",
          "2022-03-22T00:00:00+00:00",
          "2022-03-23T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-25T00:00:00+00:00",
          "2022-03-26T00:00:00+00:00",
          "2022-03-27T00:00:00+00:00",
          "2022-03-28T00:00:00+00:00",
          "2022-03-29T00:00:00+00:00",
          "2022-03-30T00:00:00+00:00",
          "2022-03-31T00:00:00+00:00",
          "2022-04-01T00:00:00+00:00",
          "2022-04-02T00:00:00+00:00",
          "2022-04-03T00:00:00+00:00",
          "2022-04-04T00:00:00+00:00",
          "2022-04-05T00:00:00+00:00",
          "2022-04-06T00:00:00+00:00",
          "2022-04-07T00:00:00+00:00",
          "2022-04-08T00:00:00+00:00",
          "2022-04-09T00:00:00+00:00",
          "2022-04-10T00:00:00+00:00",
          "2022-04-11T00:00:00+00:00",
          "2022-04-12T00:00:00+00:00",
          "2022-04-13T00:00:00+00:00",
          "2022-04-14T00:00:00+00:00",
          "2022-04-15T00:00:00+00:00",
          "2022-04-16T00:00:00+00:00",
          "2022-04-17T00:00:00+00:00",
          "2022-04-18T00:00:00+00:00",
          "2022-04-19T00:00:00+00:00",
          "2022-04-20T00:00:00+00:00",
          "2022-04-21T00:00:00+00:00",
          "2022-04-22T00:00:00+00:00",
          "2022-04-23T00:00:00+00:00",
          "2022-04-24T00:00:00+00:00",
          "2022-04-25T00:00:00+00:00",
          "2022-04-26T00:00:00+00:00",
          "2022-04-27T00:00:00+00:00",
          "2022-04-28T00:00:00+00:00",
          "2022-04-29T00:00:00+00:00",
          "2022-04-30T00:00:00+00:00",
          "2022-05-01T00:00:00+00:00",
          "2022-05-02T00:00:00+00:00",
          "2022-05-03T00:00:00+00:00",
          "2022-05-04T00:00:00+00:00",
          "2022-05-05T00:00:00+00:00",
          "2022-05-06T00:00:00+00:00",
          "2022-05-07T00:00:00+00:00",
          "2022-05-08T00:00:00+00:00",
          "2022-05-09T00:00:00+00:00",
          "2022-05-10T00:00:00+00:00",
          "2022-05-11T00:00:00+00:00",
          "2022-05-12T00:00:00+00:00",
          "2022-05-13T00:00:00+00:00",
          "2022-05-14T00:00:00+00:00",
          "2022-05-15T00:00:00+00:00",
          "2022-05-16T00:00:00+00:00",
          "2022-05-17T00:00:00+00:00",
          "2022-05-18T00:00:00+00:00",
          "2022-05-19T00:00:00+00:00",
          "2022-05-20T00:00:00+00:00",
          "2022-05-21T00:00:00+00:00",
          "2022-05-22T00:00:00+00:00",
          "2022-05-23T00:00:00+00:00",
          "2022-05-24T00:00:00+00:00",
          "2022-05-25T00:00:00+00:00",
          "2022-05-26T00:00:00+00:00",
          "2022-05-27T00:00:00+00:00",
          "2022-05-28T00:00:00+00:00",
          "2022-05-29T00:00:00+00:00",
          "2022-05-30T00:00:00+00:00",
          "2022-05-31T00:00:00+00:00",
          "2022-06-01T00:00:00+00:00",
          "2022-06-02T00:00:00+00:00",
          "2022-06-03T00:00:00+00:00",
          "2022-06-04T00:00:00+00:00",
          "2022-06-05T00:00:00+00:00",
          "2022-06-06T00:00:00+00:00",
          "2022-06-07T00:00:00+00:00",
          "2022-06-08T00:00:00+00:00",
          "2022-06-09T00:00:00+00:00",
          "2022-06-10T00:00:00+00:00",
          "2022-06-11T00:00:00+00:00",
          "2022-06-12T00:00:00+00:00",
          "2022-06-13T00:00:00+00:00",
          "2022-06-14T00:00:00+00:00",
          "2022-06-15T00:00:00+00:00",
          "2022-06-16T00:00:00+00:00",
          "2022-06-17T00:00:00+00:00",
          "2022-06-18T00:00:00+00:00",
          "2022-06-19T00:00:00+00:00",
          "2022-06-20T00:00:00+00:00",
          "2022-06-21T00:00:00+00:00",
          "2022-06-22T00:00:00+00:00",
          "2022-06-23T00:00:00+00:00",
          "2022-06-24T00:00:00+00:00",
          "2022-06-25T00:00:00+00:00",
          "2022-06-26T00:00:00+00:00",
          "2022-06-27T00:00:00+00:00",
          "2022-06-28T00:00:00+00:00",
          "2022-06-29T00:00:00+00:00",
          "2022-06-30T00:00:00+00:00",
          "2022-07-01T00:00:00+00:00",
          "2022-07-02T00:00:00+00:00",
          "2022-07-03T00:00:00+00:00",
          "2022-07-04T00:00:00+00:00",
          "2022-07-05T00:00:00+00:00",
          "2022-07-06T00:00:00+00:00",
          "2022-07-07T00:00:00+00:00",
          "2022-07-08T00:00:00+00:00",
          "2022-07-09T00:00:00+00:00",
          "2022-07-10T00:00:00+00:00",
          "2022-07-11T00:00:00+00:00",
          "2022-07-12T00:00:00+00:00",
          "2022-07-13T00:00:00+00:00",
          "2022-07-14T00:00:00+00:00",
          "2022-07-15T00:00:00+00:00",
          "2022-07-16T00:00:00+00:00",
          "2022-07-17T00:00:00+00:00",
          "2022-07-18T00:00:00+00:00",
          "2022-07-19T00:00:00+00:00",
          "2022-07-20T00:00:00+00:00",
          "2022-07-21T00:00:00+00:00",
          "2022-07-22T00:00:00+00:00",
          "2022-07-23T00:00:00+00:00",
          "2022-07-24T00:00:00+00:00",
          "2022-07-25T00:00:00+00:00",
          "2022-07-26T00:00:00+00:00",
          "2022-07-27T00:00:00+00:00",
          "2022-07-28T00:00:00+00:00",
          "2022-07-29T00:00:00+00:00",
          "2022-07-30T00:00:00+00:00",
          "2022-07-31T00:00:00+00:00",
          "2022-08-01T00:00:00+00:00",
          "2022-08-02T00:00:00+00:00",
          "2022-08-03T00:00:00+00:00",
          "2022-08-04T00:00:00+00:00",
          "2022-08-05T00:00:00+00:00",
          "2022-08-06T00:00:00+00:00",
          "2022-08-07T00:00:00+00:00",
          "2022-08-08T00:00:00+00:00",
          "2022-08-09T00:00:00+00:00",
          "2022-08-10T00:00:00+00:00",
          "2022-08-11T00:00:00+00:00",
          "2022-08-12T00:00:00+00:00",
          "2022-08-13T00:00:00+00:00",
          "2022-08-14T00:00:00+00:00",
          "2022-08-15T00:00:00+00:00",
          "2022-08-16T00:00:00+00:00",
          "2022-08-17T00:00:00+00:00",
          "2022-08-18T00:00:00+00:00",
          "2022-08-19T00:00:00+00:00",
          "2022-08-20T00:00:00+00:00",
          "2022-08-21T00:00:00+00:00",
          "2022-08-22T00:00:00+00:00",
          "2022-08-23T00:00:00+00:00",
          "2022-08-24T00:00:00+00:00",
          "2022-08-25T00:00:00+00:00",
          "2022-08-26T00:00:00+00:00",
          "2022-08-27T00:00:00+00:00",
          "2022-08-28T00:00:00+00:00",
          "2022-08-29T00:00:00+00:00",
          "2022-08-30T00:00:00+00:00",
          "2022-08-31T00:00:00+00:00",
          "2022-09-01T00:00:00+00:00",
          "2022-09-02T00:00:00+00:00",
          "2022-09-03T00:00:00+00:00",
          "2022-09-04T00:00:00+00:00",
          "2022-09-05T00:00:00+00:00",
          "2022-09-06T00:00:00+00:00",
          "2022-09-07T00:00:00+00:00",
          "2022-09-08T00:00:00+00:00",
          "2022-09-09T00:00:00+00:00",
          "2022-09-10T00:00:00+00:00",
          "2022-09-11T00:00:00+00:00",
          "2022-09-12T00:00:00+00:00",
          "2022-09-13T00:00:00+00:00",
          "2022-09-14T00:00:00+00:00",
          "2022-09-15T00:00:00+00:00",
          "2022-09-16T00:00:00+00:00",
          "2022-09-17T00:00:00+00:00",
          "2022-09-18T00:00:00+00:00",
          "2022-09-19T00:00:00+00:00",
          "2022-09-20T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-22T00:00:00+00:00",
          "2022-09-23T00:00:00+00:00",
          "2022-09-24T00:00:00+00:00",
          "2022-09-25T00:00:00+00:00",
          "2022-09-26T00:00:00+00:00",
          "2022-09-27T00:00:00+00:00",
          "2022-09-28T00:00:00+00:00",
          "2022-09-29T00:00:00+00:00",
          "2022-09-30T00:00:00+00:00",
          "2022-10-01T00:00:00+00:00",
          "2022-10-02T00:00:00+00:00",
          "2022-10-03T00:00:00+00:00",
          "2022-10-04T00:00:00+00:00",
          "2022-10-05T00:00:00+00:00",
          "2022-10-06T00:00:00+00:00",
          "2022-10-07T00:00:00+00:00",
          "2022-10-08T00:00:00+00:00",
          "2022-10-09T00:00:00+00:00",
          "2022-10-10T00:00:00+00:00",
          "2022-10-11T00:00:00+00:00",
          "2022-10-12T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-10-14T00:00:00+00:00",
          "2022-10-15T00:00:00+00:00",
          "2022-10-16T00:00:00+00:00",
          "2022-10-17T00:00:00+00:00",
          "2022-10-18T00:00:00+00:00",
          "2022-10-19T00:00:00+00:00",
          "2022-10-20T00:00:00+00:00",
          "2022-10-21T00:00:00+00:00",
          "2022-10-22T00:00:00+00:00",
          "2022-10-23T00:00:00+00:00",
          "2022-10-24T00:00:00+00:00",
          "2022-10-25T00:00:00+00:00",
          "2022-10-26T00:00:00+00:00",
          "2022-10-27T00:00:00+00:00",
          "2022-10-28T00:00:00+00:00",
          "2022-10-29T00:00:00+00:00",
          "2022-10-30T00:00:00+00:00",
          "2022-10-31T00:00:00+00:00",
          "2022-11-01T00:00:00+00:00",
          "2022-11-02T00:00:00+00:00",
          "2022-11-03T00:00:00+00:00",
          "2022-11-04T00:00:00+00:00",
          "2022-11-05T00:00:00+00:00",
          "2022-11-06T00:00:00+00:00",
          "2022-11-07T00:00:00+00:00",
          "2022-11-08T00:00:00+00:00",
          "2022-11-09T00:00:00+00:00",
          "2022-11-10T00:00:00+00:00",
          "2022-11-11T00:00:00+00:00",
          "2022-11-12T00:00:00+00:00",
          "2022-11-13T00:00:00+00:00",
          "2022-11-14T00:00:00+00:00",
          "2022-11-15T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-17T00:00:00+00:00",
          "2022-11-18T00:00:00+00:00",
          "2022-11-19T00:00:00+00:00",
          "2022-11-20T00:00:00+00:00",
          "2022-11-21T00:00:00+00:00",
          "2022-11-22T00:00:00+00:00",
          "2022-11-23T00:00:00+00:00",
          "2022-11-24T00:00:00+00:00",
          "2022-11-25T00:00:00+00:00",
          "2022-11-26T00:00:00+00:00",
          "2022-11-27T00:00:00+00:00",
          "2022-11-28T00:00:00+00:00",
          "2022-11-29T00:00:00+00:00",
          "2022-11-30T00:00:00+00:00",
          "2022-12-01T00:00:00+00:00",
          "2022-12-02T00:00:00+00:00",
          "2022-12-03T00:00:00+00:00",
          "2022-12-04T00:00:00+00:00",
          "2022-12-05T00:00:00+00:00",
          "2022-12-06T00:00:00+00:00",
          "2022-12-07T00:00:00+00:00",
          "2022-12-08T00:00:00+00:00",
          "2022-12-09T00:00:00+00:00",
          "2022-12-10T00:00:00+00:00",
          "2022-12-11T00:00:00+00:00",
          "2022-12-12T00:00:00+00:00",
          "2022-12-13T00:00:00+00:00",
          "2022-12-14T00:00:00+00:00",
          "2022-12-15T00:00:00+00:00",
          "2022-12-16T00:00:00+00:00",
          "2022-12-17T00:00:00+00:00",
          "2022-12-18T00:00:00+00:00",
          "2022-12-19T00:00:00+00:00",
          "2022-12-20T00:00:00+00:00",
          "2022-12-21T00:00:00+00:00",
          "2022-12-22T00:00:00+00:00",
          "2022-12-23T00:00:00+00:00",
          "2022-12-24T00:00:00+00:00",
          "2022-12-25T00:00:00+00:00",
          "2022-12-26T00:00:00+00:00",
          "2022-12-27T00:00:00+00:00",
          "2022-12-28T00:00:00+00:00",
          "2022-12-29T00:00:00+00:00",
          "2022-12-30T00:00:00+00:00",
          "2022-12-31T00:00:00+00:00",
          "2023-01-01T00:00:00+00:00",
          "2023-01-02T00:00:00+00:00",
          "2023-01-03T00:00:00+00:00",
          "2023-01-04T00:00:00+00:00",
          "2023-01-05T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-07T00:00:00+00:00",
          "2023-01-08T00:00:00+00:00",
          "2023-01-09T00:00:00+00:00",
          "2023-01-10T00:00:00+00:00",
          "2023-01-11T00:00:00+00:00",
          "2023-01-12T00:00:00+00:00",
          "2023-01-13T00:00:00+00:00",
          "2023-01-14T00:00:00+00:00",
          "2023-01-15T00:00:00+00:00",
          "2023-01-16T00:00:00+00:00",
          "2023-01-17T00:00:00+00:00",
          "2023-01-18T00:00:00+00:00",
          "2023-01-19T00:00:00+00:00",
          "2023-01-20T00:00:00+00:00",
          "2023-01-21T00:00:00+00:00",
          "2023-01-22T00:00:00+00:00",
          "2023-01-23T00:00:00+00:00",
          "2023-01-24T00:00:00+00:00",
          "2023-01-25T00:00:00+00:00",
          "2023-01-26T00:00:00+00:00",
          "2023-01-27T00:00:00+00:00",
          "2023-01-28T00:00:00+00:00",
          "2023-01-29T00:00:00+00:00",
          "2023-01-30T00:00:00+00:00",
          "2023-01-31T00:00:00+00:00",
          "2023-02-01T00:00:00+00:00",
          "2023-02-02T00:00:00+00:00",
          "2023-02-03T00:00:00+00:00",
          "2023-02-04T00:00:00+00:00",
          "2023-02-05T00:00:00+00:00",
          "2023-02-06T00:00:00+00:00",
          "2023-02-07T00:00:00+00:00",
          "2023-02-08T00:00:00+00:00",
          "2023-02-09T00:00:00+00:00",
          "2023-02-10T00:00:00+00:00",
          "2023-02-11T00:00:00+00:00",
          "2023-02-12T00:00:00+00:00",
          "2023-02-13T00:00:00+00:00",
          "2023-02-14T00:00:00+00:00",
          "2023-02-15T00:00:00+00:00",
          "2023-02-16T00:00:00+00:00",
          "2023-02-17T00:00:00+00:00",
          "2023-02-18T00:00:00+00:00",
          "2023-02-19T00:00:00+00:00",
          "2023-02-20T00:00:00+00:00",
          "2023-02-21T00:00:00+00:00",
          "2023-02-22T00:00:00+00:00",
          "2023-02-23T00:00:00+00:00",
          "2023-02-24T00:00:00+00:00",
          "2023-02-25T00:00:00+00:00",
          "2023-02-26T00:00:00+00:00",
          "2023-02-27T00:00:00+00:00",
          "2023-02-28T00:00:00+00:00",
          "2023-03-01T00:00:00+00:00",
          "2023-03-02T00:00:00+00:00",
          "2023-03-03T00:00:00+00:00",
          "2023-03-04T00:00:00+00:00",
          "2023-03-05T00:00:00+00:00",
          "2023-03-06T00:00:00+00:00",
          "2023-03-07T00:00:00+00:00",
          "2023-03-08T00:00:00+00:00",
          "2023-03-09T00:00:00+00:00",
          "2023-03-10T00:00:00+00:00",
          "2023-03-11T00:00:00+00:00",
          "2023-03-12T00:00:00+00:00",
          "2023-03-13T00:00:00+00:00"
         ],
         "xaxis": "x",
         "yaxis": "y"
        },
        {
         "customdata": [
          [
           "1",
           "2021-09-14 00:00:00+00:00",
           0.018609706075401897,
           1790.9,
           0,
           "SELL",
           "TP1"
          ],
          [
           "2",
           "2021-09-14 00:00:00+00:00",
           0.018590542273315167,
           1789.4,
           0,
           "SELL",
           "TP2"
          ],
          [
           "3",
           "2021-09-14 00:00:00+00:00",
           0.01862949327123872,
           1796.4,
           0,
           "SELL",
           "SL1"
          ],
          [
           "4",
           "2021-09-17 00:00:00+00:00",
           0.05676248363111878,
           1761.727,
           0,
           "BUY",
           "None"
          ],
          [
           "7",
           "2021-10-14 00:00:00+00:00",
           0.05683986816560978,
           1791.78,
           0,
           "SELL",
           "SL1"
          ],
          [
           "9",
           "2021-10-14 00:00:00+00:00",
           0.055684759665969405,
           1798.8,
           0,
           "SELL",
           "SL1"
          ],
          [
           "11",
           "2022-01-20 00:00:00+00:00",
           0.013502083448301574,
           1845,
           0,
           "SELL",
           "TP1"
          ],
          [
           "12",
           "2022-01-20 00:00:00+00:00",
           0.013458990240711809,
           1840,
           0,
           "SELL",
           "TP2"
          ],
          [
           "13",
           "2022-01-24 00:00:00+00:00",
           0.013508951040446962,
           1834,
           0,
           "SELL",
           "TP3"
          ],
          [
           "14",
           "2022-01-26 00:00:00+00:00",
           0.013686194299951897,
           1828,
           0,
           "SELL",
           "TP4"
          ],
          [
           "16",
           "2022-02-14 00:00:00+00:00",
           0.053756504537048985,
           1868,
           0,
           "SELL",
           "SL1"
          ],
          [
           "17",
           "2022-03-10 00:00:00+00:00",
           0.05065997279559461,
           1973.945,
           0,
           "BUY",
           "None"
          ],
          [
           "19",
           "2022-03-10 00:00:00+00:00",
           0.050472090700365874,
           1981.293,
           0,
           "BUY",
           "None"
          ],
          [
           "25",
           "2022-03-10 00:00:00+00:00",
           0.050041584556766674,
           1998.338,
           0,
           "BUY",
           "None"
          ],
          [
           "28",
           "2022-03-14 00:00:00+00:00",
           0.0506990126367289,
           1972.425,
           0,
           "BUY",
           "None"
          ],
          [
           "32",
           "2022-03-24 00:00:00+00:00",
           0.017021890797353625,
           1939,
           0,
           "SELL",
           "TP1"
          ],
          [
           "33",
           "2022-03-24 00:00:00+00:00",
           0.05137282310872878,
           1946.5545,
           0,
           "BUY",
           "None"
          ],
          [
           "35",
           "2022-03-24 00:00:00+00:00",
           0.03444047670313205,
           1952,
           0,
           "SELL",
           "SL1"
          ],
          [
           "37",
           "2022-03-24 00:00:00+00:00",
           0.05121711061231336,
           1952.4725,
           0,
           "BUY",
           "None"
          ],
          [
           "41",
           "2022-03-30 00:00:00+00:00",
           0.052012019977816876,
           1922.6325,
           0,
           "BUY",
           "None"
          ],
          [
           "45",
           "2022-04-21 00:00:00+00:00",
           0.012863188272471036,
           1945,
           0,
           "SELL",
           "TP1"
          ],
          [
           "46",
           "2022-04-21 00:00:00+00:00",
           0.012677014091578221,
           1940,
           0,
           "SELL",
           "TP2"
          ],
          [
           "47",
           "2022-05-09 00:00:00+00:00",
           0.025839391100055415,
           1881.325,
           0,
           "SELL",
           "TP4"
          ],
          [
           "49",
           "2022-05-11 00:00:00+00:00",
           0.01795828534107119,
           1848,
           0,
           "SELL",
           "TP1"
          ],
          [
           "50",
           "2022-05-11 00:00:00+00:00",
           0.017943351529757796,
           1843,
           0,
           "SELL",
           "TP2"
          ],
          [
           "52",
           "2022-05-24 00:00:00+00:00",
           0.01786963140331429,
           1857,
           0,
           "SELL",
           "TP1"
          ],
          [
           "53",
           "2022-05-24 00:00:00+00:00",
           0.018119289215309003,
           1862.5,
           0,
           "SELL",
           "SL1"
          ],
          [
           "54",
           "2022-05-26 00:00:00+00:00",
           0.017875390112208185,
           1852,
           0,
           "SELL",
           "TP2"
          ],
          [
           "55",
           "2022-07-19 00:00:00+00:00",
           0.01804906172705576,
           1708.338,
           0,
           "SELL",
           "TP3"
          ],
          [
           "57",
           "2022-08-19 00:00:00+00:00",
           0.01893596672495703,
           1753,
           0,
           "SELL",
           "TP1"
          ],
          [
           "58",
           "2022-08-19 00:00:00+00:00",
           0.01891617136505771,
           1747,
           0,
           "SELL",
           "TP2"
          ],
          [
           "59",
           "2022-08-31 00:00:00+00:00",
           0.05841121495327103,
           1712,
           0,
           "BUYSTOP",
           "None"
          ],
          [
           "62",
           "2022-09-13 00:00:00+00:00",
           0.019129931931832184,
           1700,
           0,
           "SELL",
           "TP3"
          ],
          [
           "64",
           "2022-09-13 00:00:00+00:00",
           0.058781224218922436,
           1701.2235,
           0,
           "BUY",
           "None"
          ],
          [
           "69",
           "2022-09-19 00:00:00+00:00",
           0.01990138518217898,
           1663,
           0,
           "SELL",
           "TP1"
          ],
          [
           "71",
           "2022-09-21 00:00:00+00:00",
           0.019787835711933557,
           1670,
           0,
           "SELLSTOP",
           "TP1"
          ],
          [
           "72",
           "2022-09-21 00:00:00+00:00",
           0.019967430654720085,
           1665,
           0,
           "SELLSTOP",
           "TP2"
          ],
          [
           "73",
           "2022-09-21 00:00:00+00:00",
           0.019980898860758,
           1657,
           0,
           "SELL",
           "TP2"
          ],
          [
           "74",
           "2022-09-21 00:00:00+00:00",
           0.02016124150873542,
           1680,
           0,
           "SELL",
           "SL1"
          ],
          [
           "75",
           "2022-09-21 00:00:00+00:00",
           0.02001759675348981,
           1684,
           0,
           "SELLSTOP",
           "SL1"
          ],
          [
           "77",
           "2022-09-28 00:00:00+00:00",
           0.04050665714277457,
           1645.9499999999998,
           0,
           "SELL",
           "TP2"
          ],
          [
           "79",
           "2022-09-28 00:00:00+00:00",
           0.01997107568881608,
           1657.9915,
           0,
           "SELL",
           "TP1"
          ],
          [
           "80",
           "2022-09-29 00:00:00+00:00",
           0.02003103180213181,
           1653,
           0,
           "SELL",
           "TP2"
          ],
          [
           "81",
           "2022-09-30 00:00:00+00:00",
           0.02025092920135032,
           1670,
           0,
           "SELL",
           "SL1"
          ],
          [
           "82",
           "2022-09-30 00:00:00+00:00",
           0.020231689993989894,
           1675,
           0,
           "SELL",
           "SL1"
          ],
          [
           "83",
           "2022-10-11 00:00:00+00:00",
           0.06010982666429833,
           1663.6215000000002,
           0,
           "BUY",
           "None"
          ],
          [
           "87",
           "2022-10-13 00:00:00+00:00",
           0.02008096804941778,
           1653,
           0,
           "SELLSTOP",
           "TP1"
          ],
          [
           "88",
           "2022-10-13 00:00:00+00:00",
           0.020059116684558405,
           1650,
           0,
           "SELLSTOP",
           "TP2"
          ],
          [
           "90",
           "2022-10-13 00:00:00+00:00",
           0.0202099454410389,
           1668,
           0,
           "SELLSTOP",
           "SL1"
          ],
          [
           "92",
           "2022-10-17 00:00:00+00:00",
           0.019914687544875437,
           1661,
           0,
           "SELL",
           "TP1"
          ],
          [
           "93",
           "2022-10-17 00:00:00+00:00",
           0.019986851690339414,
           1656,
           0,
           "SELL",
           "TP2"
          ],
          [
           "94",
           "2022-11-06 00:00:00+00:00",
           0.020194072883666283,
           1675,
           0,
           "SELL",
           "SL1"
          ],
          [
           "96",
           "2022-11-16 00:00:00+00:00",
           0.018691232520613978,
           1771,
           0,
           "SELL",
           "TP1"
          ],
          [
           "97",
           "2022-11-16 00:00:00+00:00",
           0.0376925379748866,
           1785,
           0,
           "SELL",
           "SL1"
          ],
          [
           "99",
           "2022-11-16 00:00:00+00:00",
           0.018579812689180866,
           1779,
           0,
           "SELL",
           "TP1"
          ],
          [
           "100",
           "2022-11-16 00:00:00+00:00",
           0.018707108755893806,
           1774,
           0,
           "SELL",
           "TP2"
          ],
          [
           "102",
           "2022-11-25 00:00:00+00:00",
           0.018926711756983773,
           1750,
           0,
           "SELL",
           "TP1"
          ],
          [
           "103",
           "2022-12-05 00:00:00+00:00",
           0.03813041298044647,
           1799.03,
           0,
           "SELL",
           "SL1"
          ],
          [
           "104",
           "2022-12-05 00:00:00+00:00",
           0.01882728218214745,
           1799.03,
           0,
           "SELL",
           "SL1"
          ],
          [
           "106",
           "2023-01-04 00:00:00+00:00",
           0.017903322029970338,
           1854,
           0,
           "SELL",
           "TP1"
          ],
          [
           "107",
           "2023-01-04 00:00:00+00:00",
           0.017919029314375053,
           1849,
           0,
           "SELL",
           "TP2"
          ],
          [
           "109",
           "2023-01-06 00:00:00+00:00",
           0.01812190056458543,
           1839.32,
           0,
           "SELL",
           "TP1"
          ],
          [
           "110",
           "2023-01-06 00:00:00+00:00",
           0.018085299516511735,
           1837,
           0,
           "SELL",
           "TP2"
          ],
          [
           "112",
           "2023-01-06 00:00:00+00:00",
           0.054268001985123514,
           1850,
           0,
           "SELL",
           "SL1"
          ],
          [
           "114",
           "2023-01-06 00:00:00+00:00",
           0.01806239006307815,
           1848,
           0,
           "SELL",
           "TP1"
          ],
          [
           "115",
           "2023-01-06 00:00:00+00:00",
           0.017945066075036396,
           1843,
           0,
           "SELL",
           "TP2"
          ],
          [
           "116",
           "2023-01-06 00:00:00+00:00",
           0.018160275120538208,
           1855,
           0,
           "SELL",
           "SL1"
          ],
          [
           "117",
           "2023-01-06 00:00:00+00:00",
           0.01809777854334088,
           1860,
           0,
           "SELL",
           "SL1"
          ],
          [
           "118",
           "2023-01-06 00:00:00+00:00",
           0.018056523556988915,
           1870,
           0,
           "SELL",
           "SL1"
          ],
          [
           "120",
           "2023-01-09 00:00:00+00:00",
           0.01772099683299281,
           1874,
           0,
           "SELL",
           "TP1"
          ],
          [
           "121",
           "2023-01-09 00:00:00+00:00",
           0.01772805225605732,
           1870,
           0,
           "SELL",
           "TP2"
          ],
          [
           "122",
           "2023-01-15 00:00:00+00:00",
           0.01786068580163826,
           1920.6,
           0,
           "SELL",
           "SL1"
          ],
          [
           "124",
           "2023-01-17 00:00:00+00:00",
           0.01734768991318815,
           1908,
           0,
           "SELLSTOP",
           "TP1"
          ],
          [
           "125",
           "2023-01-17 00:00:00+00:00",
           0.017428372071505542,
           1904,
           0,
           "SELLSTOP",
           "TP2"
          ],
          [
           "126",
           "2023-01-25 00:00:00+00:00",
           0.017552561772501495,
           1937.055,
           0,
           "SELLSTOP",
           "SL1"
          ],
          [
           "128",
           "2023-01-25 00:00:00+00:00",
           0.05178663904712584,
           1940,
           0,
           "SELLSTOP",
           "SL1"
          ],
          [
           "130",
           "2023-01-29 00:00:00+00:00",
           0.02552659007815494,
           1927.6,
           0,
           "SELL",
           "TP2"
          ],
          [
           "131",
           "2023-01-31 00:00:00+00:00",
           0.01296101935502713,
           1920,
           0,
           "SELL",
           "TP3"
          ],
          [
           "133",
           "2023-01-31 00:00:00+00:00",
           0.012878512977411577,
           1921,
           0,
           "SELLSTOP",
           "TP1"
          ],
          [
           "134",
           "2023-02-03 00:00:00+00:00",
           0.012890020173803009,
           1915.2135,
           0,
           "SELLSTOP",
           "TP2"
          ],
          [
           "135",
           "2023-02-03 00:00:00+00:00",
           0.013053339267485326,
           1910,
           0,
           "SELLSTOP",
           "TP3"
          ],
          [
           "136",
           "2023-02-03 00:00:00+00:00",
           0.013115439274935612,
           1890,
           0,
           "SELL",
           "TP4"
          ],
          [
           "137",
           "2023-02-03 00:00:00+00:00",
           0.013153179556352066,
           1870,
           0,
           "SELLSTOP",
           "TP4"
          ],
          [
           "139",
           "2023-03-06 00:00:00+00:00",
           0.013466529852721836,
           1856.36,
           0,
           "SELL",
           "TP1"
          ],
          [
           "140",
           "2023-03-06 00:00:00+00:00",
           0.013358514520424306,
           1852,
           0,
           "SELL",
           "TP2"
          ],
          [
           "141",
           "2023-03-07 00:00:00+00:00",
           0.013393668401496445,
           1840,
           0,
           "SELL",
           "TP3"
          ],
          [
           "143",
           "2023-03-09 00:00:00+00:00",
           0.05500242973233343,
           1828,
           0,
           "SELL",
           "SL1"
          ],
          [
           "145",
           "2023-03-09 00:00:00+00:00",
           0.05475566652703971,
           1835,
           0,
           "SELL",
           "SL1"
          ],
          [
           "147",
           "2023-03-10 00:00:00+00:00",
           0.01329232681717947,
           1862,
           0,
           "SELLSTOP",
           "TP1"
          ],
          [
           "148",
           "2023-03-10 00:00:00+00:00",
           0.013323910802925675,
           1857,
           0,
           "SELLSTOP",
           "TP2"
          ],
          [
           "149",
           "2023-03-10 00:00:00+00:00",
           0.013649757121097682,
           1870,
           0,
           "SELL",
           "SL1"
          ],
          [
           "150",
           "2023-03-13 00:00:00+00:00",
           0.027003065328956518,
           1877.865,
           0,
           "SELLSTOP",
           "SL1"
          ],
          [
           "152",
           "2023-03-13 00:00:00+00:00",
           0.01317382278773823,
           1882,
           0,
           "SELL",
           "TP1"
          ],
          [
           "153",
           "2023-03-13 00:00:00+00:00",
           0.03989191770487104,
           1895,
           0,
           "SELL",
           "SL1"
          ]
         ],
         "hovertemplate": "<br>Order Id: %{customdata[0]}\n<br>Index: %{customdata[1]}\n<br>Size: %{customdata[2]:,}\n<br>Price: %{customdata[3]:,}\n<br>Fees: %{customdata[4]:,}\n<br>Order Type: %{customdata[5]}\n<br>Stop Type: %{customdata[6]}",
         "marker": {
          "color": "#37B13F",
          "line": {
           "color": "rgb(38,123,44)",
           "width": 1
          },
          "size": 8,
          "symbol": "triangle-up"
         },
         "mode": "markers",
         "name": "Buy",
         "type": "scatter",
         "uid": "0533ba70-0cf8-4fbb-918f-ead87e365395",
         "x": [
          "2021-09-14T00:00:00+00:00",
          "2021-09-14T00:00:00+00:00",
          "2021-09-14T00:00:00+00:00",
          "2021-09-17T00:00:00+00:00",
          "2021-10-14T00:00:00+00:00",
          "2021-10-14T00:00:00+00:00",
          "2022-01-20T00:00:00+00:00",
          "2022-01-20T00:00:00+00:00",
          "2022-01-24T00:00:00+00:00",
          "2022-01-26T00:00:00+00:00",
          "2022-02-14T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-14T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-30T00:00:00+00:00",
          "2022-04-21T00:00:00+00:00",
          "2022-04-21T00:00:00+00:00",
          "2022-05-09T00:00:00+00:00",
          "2022-05-11T00:00:00+00:00",
          "2022-05-11T00:00:00+00:00",
          "2022-05-24T00:00:00+00:00",
          "2022-05-24T00:00:00+00:00",
          "2022-05-26T00:00:00+00:00",
          "2022-07-19T00:00:00+00:00",
          "2022-08-19T00:00:00+00:00",
          "2022-08-19T00:00:00+00:00",
          "2022-08-31T00:00:00+00:00",
          "2022-09-13T00:00:00+00:00",
          "2022-09-13T00:00:00+00:00",
          "2022-09-19T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-28T00:00:00+00:00",
          "2022-09-28T00:00:00+00:00",
          "2022-09-29T00:00:00+00:00",
          "2022-09-30T00:00:00+00:00",
          "2022-09-30T00:00:00+00:00",
          "2022-10-11T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-10-17T00:00:00+00:00",
          "2022-10-17T00:00:00+00:00",
          "2022-11-06T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-25T00:00:00+00:00",
          "2022-12-05T00:00:00+00:00",
          "2022-12-05T00:00:00+00:00",
          "2023-01-04T00:00:00+00:00",
          "2023-01-04T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-09T00:00:00+00:00",
          "2023-01-09T00:00:00+00:00",
          "2023-01-15T00:00:00+00:00",
          "2023-01-17T00:00:00+00:00",
          "2023-01-17T00:00:00+00:00",
          "2023-01-25T00:00:00+00:00",
          "2023-01-25T00:00:00+00:00",
          "2023-01-29T00:00:00+00:00",
          "2023-01-31T00:00:00+00:00",
          "2023-01-31T00:00:00+00:00",
          "2023-02-03T00:00:00+00:00",
          "2023-02-03T00:00:00+00:00",
          "2023-02-03T00:00:00+00:00",
          "2023-02-03T00:00:00+00:00",
          "2023-03-06T00:00:00+00:00",
          "2023-03-06T00:00:00+00:00",
          "2023-03-07T00:00:00+00:00",
          "2023-03-09T00:00:00+00:00",
          "2023-03-09T00:00:00+00:00",
          "2023-03-10T00:00:00+00:00",
          "2023-03-10T00:00:00+00:00",
          "2023-03-10T00:00:00+00:00",
          "2023-03-13T00:00:00+00:00",
          "2023-03-13T00:00:00+00:00",
          "2023-03-13T00:00:00+00:00"
         ],
         "xaxis": "x",
         "y": [
          1790.9,
          1789.4,
          1796.4,
          1761.727,
          1791.78,
          1798.8,
          1845,
          1840,
          1834,
          1828,
          1868,
          1973.945,
          1981.293,
          1998.338,
          1972.425,
          1939,
          1946.5545,
          1952,
          1952.4725,
          1922.6325,
          1945,
          1940,
          1881.325,
          1848,
          1843,
          1857,
          1862.5,
          1852,
          1708.338,
          1753,
          1747,
          1712,
          1700,
          1701.2235,
          1663,
          1670,
          1665,
          1657,
          1680,
          1684,
          1645.9499999999998,
          1657.9915,
          1653,
          1670,
          1675,
          1663.6215000000002,
          1653,
          1650,
          1668,
          1661,
          1656,
          1675,
          1771,
          1785,
          1779,
          1774,
          1750,
          1799.03,
          1799.03,
          1854,
          1849,
          1839.32,
          1837,
          1850,
          1848,
          1843,
          1855,
          1860,
          1870,
          1874,
          1870,
          1920.6,
          1908,
          1904,
          1937.055,
          1940,
          1927.6,
          1920,
          1921,
          1915.2135,
          1910,
          1890,
          1870,
          1856.36,
          1852,
          1840,
          1828,
          1835,
          1862,
          1857,
          1870,
          1877.865,
          1882,
          1895
         ],
         "yaxis": "y"
        },
        {
         "customdata": [
          [
           "0",
           "2021-09-14 00:00:00+00:00",
           0.05582974161995578,
           1791.16,
           0,
           "SELL",
           "None"
          ],
          [
           "5",
           "2021-09-17 00:00:00+00:00",
           0.05676248363111878,
           1755,
           0,
           "BUY",
           "SL1"
          ],
          [
           "6",
           "2021-10-05 00:00:00+00:00",
           0.05683986816560978,
           1759.3285,
           0,
           "SELL",
           "None"
          ],
          [
           "8",
           "2021-10-14 00:00:00+00:00",
           0.055684759665969405,
           1795.8235,
           0,
           "SELL",
           "None"
          ],
          [
           "10",
           "2022-01-20 00:00:00+00:00",
           0.05415621902941224,
           1846.51,
           0,
           "SELL",
           "None"
          ],
          [
           "15",
           "2022-02-14 00:00:00+00:00",
           0.053756504537048985,
           1860.24,
           0,
           "SELL",
           "None"
          ],
          [
           "18",
           "2022-03-10 00:00:00+00:00",
           0.01688665759853153,
           1980,
           0,
           "BUY",
           "TP1"
          ],
          [
           "20",
           "2022-03-10 00:00:00+00:00",
           0.016824030233455287,
           1986,
           0,
           "BUY",
           "TP1"
          ],
          [
           "21",
           "2022-03-10 00:00:00+00:00",
           0.016912967070910098,
           1990,
           0,
           "BUY",
           "TP2"
          ],
          [
           "22",
           "2022-03-10 00:00:00+00:00",
           0.016835985952812268,
           1993,
           0,
           "BUY",
           "TP2"
          ],
          [
           "23",
           "2022-03-10 00:00:00+00:00",
           0.01686034812615298,
           2005,
           0,
           "BUY",
           "TP3"
          ],
          [
           "24",
           "2022-03-10 00:00:00+00:00",
           0.01681207451409832,
           2005,
           0,
           "BUY",
           "TP3"
          ],
          [
           "26",
           "2022-03-10 00:00:00+00:00",
           0.01668052818558889,
           2006,
           0,
           "BUY",
           "TP1"
          ],
          [
           "27",
           "2022-03-14 00:00:00+00:00",
           0.03336105637117778,
           1974.395,
           0,
           "BUY",
           "SL1"
          ],
          [
           "29",
           "2022-03-14 00:00:00+00:00",
           0.01689967087890963,
           1976,
           0,
           "BUY",
           "TP1"
          ],
          [
           "30",
           "2022-03-14 00:00:00+00:00",
           0.03379934175781927,
           1968,
           0,
           "BUY",
           "SL1"
          ],
          [
           "31",
           "2022-03-24 00:00:00+00:00",
           0.051462367500485676,
           1943.1675,
           0,
           "SELL",
           "None"
          ],
          [
           "34",
           "2022-03-24 00:00:00+00:00",
           0.02568641155436439,
           1946.55,
           0,
           "BUY",
           "TP1"
          ],
          [
           "36",
           "2022-03-24 00:00:00+00:00",
           0.02568641155436439,
           1948,
           0,
           "BUY",
           "TP2"
          ],
          [
           "38",
           "2022-03-24 00:00:00+00:00",
           0.017072370204104452,
           1958,
           0,
           "BUY",
           "TP1"
          ],
          [
           "39",
           "2022-03-24 00:00:00+00:00",
           0.017088122925238473,
           1965,
           0,
           "BUY",
           "TP2"
          ],
          [
           "40",
           "2022-03-30 00:00:00+00:00",
           0.017056617482970438,
           1916.5,
           0,
           "BUY",
           "SL1"
          ],
          [
           "42",
           "2022-03-30 00:00:00+00:00",
           0.026006009988908438,
           1928,
           0,
           "BUY",
           "TP1"
          ],
          [
           "43",
           "2022-04-21 00:00:00+00:00",
           0.026006009988908438,
           1956.855,
           0,
           "BUY",
           "TP2"
          ],
          [
           "44",
           "2022-04-21 00:00:00+00:00",
           0.05137959346410467,
           1946.298,
           0,
           "SELL",
           "None"
          ],
          [
           "48",
           "2022-05-11 00:00:00+00:00",
           0.05402092608613799,
           1851.1345,
           0,
           "SELL",
           "None"
          ],
          [
           "51",
           "2022-05-24 00:00:00+00:00",
           0.053794083242578235,
           1858.9405,
           0,
           "SELL",
           "None"
          ],
          [
           "56",
           "2022-08-19 00:00:00+00:00",
           0.05698207002184692,
           1754.938,
           0,
           "SELL",
           "None"
          ],
          [
           "60",
           "2022-08-31 00:00:00+00:00",
           0.01947040498442367,
           1715,
           0,
           "BUYSTOP",
           "TP1"
          ],
          [
           "61",
           "2022-08-31 00:00:00+00:00",
           0.01948856237232783,
           1721,
           0,
           "BUYSTOP",
           "TP2"
          ],
          [
           "63",
           "2022-09-13 00:00:00+00:00",
           0.019452247596519527,
           1700,
           0,
           "BUYSTOP",
           "SL1"
          ],
          [
           "65",
           "2022-09-13 00:00:00+00:00",
           0.01959374140630747,
           1703,
           0,
           "BUY",
           "TP1"
          ],
          [
           "66",
           "2022-09-13 00:00:00+00:00",
           0.019613425216055365,
           1709,
           0,
           "BUY",
           "TP2"
          ],
          [
           "67",
           "2022-09-16 00:00:00+00:00",
           0.0195740575965596,
           1662.4855,
           0,
           "BUY",
           "SL1"
          ],
          [
           "68",
           "2022-09-19 00:00:00+00:00",
           0.0600435255516724,
           1665.4585000000002,
           0,
           "SELL",
           "None"
          ],
          [
           "70",
           "2022-09-21 00:00:00+00:00",
           0.05977286312014345,
           1673,
           0,
           "SELLSTOP",
           "None"
          ],
          [
           "76",
           "2022-09-28 00:00:00+00:00",
           0.06075758634412489,
           1645.885,
           0,
           "SELL",
           "None"
          ],
          [
           "78",
           "2022-09-28 00:00:00+00:00",
           0.06023379748493778,
           1660.1975,
           0,
           "SELL",
           "None"
          ],
          [
           "84",
           "2022-10-11 00:00:00+00:00",
           0.02003660888809944,
           1666,
           0,
           "BUY",
           "TP1"
          ],
          [
           "85",
           "2022-10-11 00:00:00+00:00",
           0.020047389499006543,
           1670,
           0,
           "BUY",
           "TP2"
          ],
          [
           "86",
           "2022-10-13 00:00:00+00:00",
           0.060350030175015085,
           1657,
           0,
           "SELLSTOP",
           "None"
          ],
          [
           "89",
           "2022-10-13 00:00:00+00:00",
           0.020025828277192348,
           1652,
           0,
           "BUY",
           "SL1"
          ],
          [
           "91",
           "2022-10-17 00:00:00+00:00",
           0.060095612118881134,
           1664.015,
           0,
           "SELL",
           "None"
          ],
          [
           "95",
           "2022-11-16 00:00:00+00:00",
           0.05638377049550058,
           1773.56,
           0,
           "SELL",
           "None"
          ],
          [
           "98",
           "2022-11-16 00:00:00+00:00",
           0.05611420362722212,
           1782.08,
           0,
           "SELL",
           "None"
          ],
          [
           "101",
           "2022-11-25 00:00:00+00:00",
           0.05705712473743024,
           1752.6295,
           0,
           "SELL",
           "None"
          ],
          [
           "105",
           "2023-01-04 00:00:00+00:00",
           0.053878874901334306,
           1856.015,
           0,
           "SELL",
           "None"
          ],
          [
           "108",
           "2023-01-06 00:00:00+00:00",
           0.054367475201635374,
           1839.335,
           0,
           "SELL",
           "None"
          ],
          [
           "111",
           "2023-01-06 00:00:00+00:00",
           0.054268001985123514,
           1842.7065,
           0,
           "SELL",
           "None"
          ],
          [
           "113",
           "2023-01-06 00:00:00+00:00",
           0.05410523468145543,
           1848.25,
           0,
           "SELL",
           "None"
          ],
          [
           "119",
           "2023-01-09 00:00:00+00:00",
           0.05330973489068839,
           1875.83,
           0,
           "SELL",
           "None"
          ],
          [
           "123",
           "2023-01-17 00:00:00+00:00",
           0.052328623757195186,
           1911,
           0,
           "SELLSTOP",
           "None"
          ],
          [
           "127",
           "2023-01-25 00:00:00+00:00",
           0.05178663904712584,
           1931,
           0,
           "SELLSTOP",
           "None"
          ],
          [
           "129",
           "2023-01-25 00:00:00+00:00",
           0.05160304870811768,
           1937.87,
           0,
           "SELL",
           "None"
          ],
          [
           "132",
           "2023-01-31 00:00:00+00:00",
           0.05197505197505198,
           1924,
           0,
           "SELLSTOP",
           "None"
          ],
          [
           "138",
           "2023-03-06 00:00:00+00:00",
           0.05386846989574027,
           1856.3735,
           0,
           "SELL",
           "None"
          ],
          [
           "142",
           "2023-03-09 00:00:00+00:00",
           0.05500242973233343,
           1818.1015,
           0,
           "SELL",
           "None"
          ],
          [
           "144",
           "2023-03-09 00:00:00+00:00",
           0.05475566652703971,
           1826.295,
           0,
           "SELL",
           "None"
          ],
          [
           "146",
           "2023-03-10 00:00:00+00:00",
           0.05361930294906166,
           1865,
           0,
           "SELLSTOP",
           "None"
          ],
          [
           "151",
           "2023-03-13 00:00:00+00:00",
           0.05306574049260927,
           1884.455,
           0,
           "SELL",
           "None"
          ],
          [
           "154",
           "2023-03-13 00:00:00+00:00",
           0.052467686463599235,
           1905.935,
           0,
           "SELL",
           "None"
          ]
         ],
         "hovertemplate": "<br>Order Id: %{customdata[0]}\n<br>Index: %{customdata[1]}\n<br>Size: %{customdata[2]:,}\n<br>Price: %{customdata[3]:,}\n<br>Fees: %{customdata[4]:,}\n<br>Order Type: %{customdata[5]}\n<br>Stop Type: %{customdata[6]}",
         "marker": {
          "color": "#EA4335",
          "line": {
           "color": "rgb(181,31,18)",
           "width": 1
          },
          "size": 8,
          "symbol": "triangle-down"
         },
         "mode": "markers",
         "name": "Sell",
         "type": "scatter",
         "uid": "0a7f45a4-ebd3-47f7-9424-aacf18f5ce6f",
         "x": [
          "2021-09-14T00:00:00+00:00",
          "2021-09-17T00:00:00+00:00",
          "2021-10-05T00:00:00+00:00",
          "2021-10-14T00:00:00+00:00",
          "2022-01-20T00:00:00+00:00",
          "2022-02-14T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-14T00:00:00+00:00",
          "2022-03-14T00:00:00+00:00",
          "2022-03-14T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-30T00:00:00+00:00",
          "2022-03-30T00:00:00+00:00",
          "2022-04-21T00:00:00+00:00",
          "2022-04-21T00:00:00+00:00",
          "2022-05-11T00:00:00+00:00",
          "2022-05-24T00:00:00+00:00",
          "2022-08-19T00:00:00+00:00",
          "2022-08-31T00:00:00+00:00",
          "2022-08-31T00:00:00+00:00",
          "2022-09-13T00:00:00+00:00",
          "2022-09-13T00:00:00+00:00",
          "2022-09-13T00:00:00+00:00",
          "2022-09-16T00:00:00+00:00",
          "2022-09-19T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-28T00:00:00+00:00",
          "2022-09-28T00:00:00+00:00",
          "2022-10-11T00:00:00+00:00",
          "2022-10-11T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-10-17T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-25T00:00:00+00:00",
          "2023-01-04T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-09T00:00:00+00:00",
          "2023-01-17T00:00:00+00:00",
          "2023-01-25T00:00:00+00:00",
          "2023-01-25T00:00:00+00:00",
          "2023-01-31T00:00:00+00:00",
          "2023-03-06T00:00:00+00:00",
          "2023-03-09T00:00:00+00:00",
          "2023-03-09T00:00:00+00:00",
          "2023-03-10T00:00:00+00:00",
          "2023-03-13T00:00:00+00:00",
          "2023-03-13T00:00:00+00:00"
         ],
         "xaxis": "x",
         "y": [
          1791.16,
          1755,
          1759.3285,
          1795.8235,
          1846.51,
          1860.24,
          1980,
          1986,
          1990,
          1993,
          2005,
          2005,
          2006,
          1974.395,
          1976,
          1968,
          1943.1675,
          1946.55,
          1948,
          1958,
          1965,
          1916.5,
          1928,
          1956.855,
          1946.298,
          1851.1345,
          1858.9405,
          1754.938,
          1715,
          1721,
          1700,
          1703,
          1709,
          1662.4855,
          1665.4585000000002,
          1673,
          1645.885,
          1660.1975,
          1666,
          1670,
          1657,
          1652,
          1664.015,
          1773.56,
          1782.08,
          1752.6295,
          1856.015,
          1839.335,
          1842.7065,
          1848.25,
          1875.83,
          1911,
          1931,
          1937.87,
          1924,
          1856.3735,
          1818.1015,
          1826.295,
          1865,
          1884.455,
          1905.935
         ],
         "yaxis": "y"
        },
        {
         "customdata": [
          [
           "0",
           "0",
           "2021-09-14 00:00:00+00:00",
           0.004838523579607568,
           0.00014515732821197727
          ],
          [
           "1",
           "0",
           "2021-09-14 00:00:00+00:00",
           0.03271935440103846,
           0.0009826034525113347
          ],
          [
           "6",
           "4",
           "2022-01-20 00:00:00+00:00",
           0.020388146006936836,
           0.0008177589073441833
          ],
          [
           "7",
           "4",
           "2022-01-20 00:00:00+00:00",
           0.08761802646703387,
           0.003525569858814737
          ],
          [
           "8",
           "4",
           "2022-01-24 00:00:00+00:00",
           0.16899697751599163,
           0.006774943000579477
          ],
          [
           "9",
           "4",
           "2022-01-26 00:00:00+00:00",
           0.25333145649210564,
           0.010024316142344046
          ],
          [
           "11",
           "6",
           "2022-03-10 00:00:00+00:00",
           0.10224871175910977,
           0.003067461352773294
          ],
          [
           "12",
           "6",
           "2022-03-10 00:00:00+00:00",
           0.12875018037461672,
           0.003868256673763402
          ],
          [
           "13",
           "6",
           "2022-03-10 00:00:00+00:00",
           0.19708266047987877,
           0.005890146415301617
          ],
          [
           "14",
           "6",
           "2022-03-10 00:00:00+00:00",
           0.2466935762345983,
           0.00740656372145542
          ],
          [
           "15",
           "6",
           "2022-03-10 00:00:00+00:00",
           0.44937472670405043,
           0.013472232946070346
          ],
          [
           "16",
           "6",
           "2022-03-10 00:00:00+00:00",
           0.4480881019521945,
           0.01347223294607046
          ],
          [
           "17",
           "7",
           "2022-03-10 00:00:00+00:00",
           0.1278062069579775,
           0.003834186208739325
          ],
          [
           "19",
           "8",
           "2022-03-14 00:00:00+00:00",
           0.06041632339210423,
           0.0018124897017631272
          ],
          [
           "21",
           "9",
           "2022-03-24 00:00:00+00:00",
           0.07093872989796779,
           0.0021446941655826365
          ],
          [
           "26",
           "13",
           "2022-03-24 00:00:00+00:00",
           0.09436752630318779,
           0.002831025789095634
          ],
          [
           "27",
           "13",
           "2022-03-24 00:00:00+00:00",
           0.21407145994592724,
           0.006416223531957625
          ],
          [
           "29",
           "14",
           "2022-03-30 00:00:00+00:00",
           0.13958725861547094,
           0.002791745172309419
          ],
          [
           "30",
           "14",
           "2022-04-21 00:00:00+00:00",
           0.8899906768454215,
           0.017799813536908432
          ],
          [
           "31",
           "15",
           "2022-04-21 00:00:00+00:00",
           0.016696418377669886,
           0.0006669071231641778
          ],
          [
           "32",
           "15",
           "2022-04-21 00:00:00+00:00",
           0.0798398347487641,
           0.003235886796369493
          ],
          [
           "33",
           "15",
           "2022-05-09 00:00:00+00:00",
           1.6788627579439108,
           0.033382863261432937
          ],
          [
           "34",
           "16",
           "2022-05-11 00:00:00+00:00",
           0.056290245401584116,
           0.0016932859281698894
          ],
          [
           "35",
           "16",
           "2022-05-11 00:00:00+00:00",
           0.1459601930188157,
           0.004394332232476921
          ],
          [
           "38",
           "16",
           "2022-05-26 00:00:00+00:00",
           0.08890684006433247,
           0.002678390482430136
          ],
          [
           "39",
           "16",
           "2022-07-19 00:00:00+00:00",
           2.682734936526529,
           0.08004189861769641
          ],
          [
           "40",
           "17",
           "2022-08-19 00:00:00+00:00",
           0.03669790351296598,
           0.001104312517023371
          ],
          [
           "41",
           "17",
           "2022-08-19 00:00:00+00:00",
           0.15015656829583435,
           0.004523236718334397
          ],
          [
           "42",
           "17",
           "2022-08-31 00:00:00+00:00",
           0.8214010172890127,
           0.024466961225980702
          ],
          [
           "43",
           "18",
           "2022-08-31 00:00:00+00:00",
           0.05841121495327428,
           0.001752336448598229
          ],
          [
           "44",
           "18",
           "2022-08-31 00:00:00+00:00",
           0.17539706135095656,
           0.005257009345794576
          ],
          [
           "46",
           "19",
           "2022-09-13 00:00:00+00:00",
           0.034808281608299296,
           0.0010442484482489792
          ],
          [
           "47",
           "19",
           "2022-09-13 00:00:00+00:00",
           0.15252380119265752,
           0.004571121901384593
          ],
          [
           "49",
           "20",
           "2022-09-19 00:00:00+00:00",
           0.04892755547038519,
           0.0014761700756878106
          ],
          [
           "51",
           "20",
           "2022-09-21 00:00:00+00:00",
           0.09924023051172526,
           0.002976164162313504
          ],
          [
           "52",
           "20",
           "2022-09-21 00:00:00+00:00",
           0.259154359798373,
           0.007766669079251353
          ],
          [
           "57",
           "21",
           "2022-09-29 00:00:00+00:00",
           0.07203764286271053,
           0.0021708983363106825
          ],
          [
           "60",
           "22",
           "2022-10-11 00:00:00+00:00",
           0.047657074240341046,
           0.0014297122272102318
          ],
          [
           "61",
           "22",
           "2022-10-11 00:00:00+00:00",
           0.12787227391940803,
           0.003834105293782113
          ],
          [
           "63",
           "23",
           "2022-10-13 00:00:00+00:00",
           0.0803238721976669,
           0.002414001207000477
          ],
          [
           "64",
           "23",
           "2022-10-13 00:00:00+00:00",
           0.1404138167919058,
           0.004224502112250964
          ],
          [
           "66",
           "24",
           "2022-10-17 00:00:00+00:00",
           0.060042782947796525,
           0.0018118827053841785
          ],
          [
           "67",
           "24",
           "2022-10-17 00:00:00+00:00",
           0.16019461629807807,
           0.004816663311328553
          ],
          [
           "69",
           "25",
           "2022-11-16 00:00:00+00:00",
           0.04784955525277468,
           0.001443424524684902
          ],
          [
           "71",
           "26",
           "2022-11-16 00:00:00+00:00",
           0.057225823082674765,
           0.0017283174717183717
          ],
          [
           "72",
           "26",
           "2022-11-16 00:00:00+00:00",
           0.15115343874762743,
           0.004534027653079711
          ],
          [
           "73",
           "26",
           "2022-11-25 00:00:00+00:00",
           0.18806165798396535,
           0.0056458344736175815
          ],
          [
           "76",
           "27",
           "2023-01-04 00:00:00+00:00",
           0.03607519389039737,
           0.0010856593292621012
          ],
          [
           "77",
           "27",
           "2023-01-04 00:00:00+00:00",
           0.12570199064033716,
           0.0037796030743284864
          ],
          [
           "78",
           "27",
           "2023-01-06 00:00:00+00:00",
           0.07563365720120174,
           0.002263965071839958
          ],
          [
           "79",
           "27",
           "2023-01-06 00:00:00+00:00",
           0.11743879375742239,
           0.0035224451628698833
          ],
          [
           "82",
           "27",
           "2023-01-06 00:00:00+00:00",
           0.056590182765468455,
           0.0017081587160593494
          ],
          [
           "86",
           "28",
           "2023-01-09 00:00:00+00:00",
           0.03242942420438055,
           0.0009755681484997092
          ],
          [
           "87",
           "28",
           "2023-01-09 00:00:00+00:00",
           0.10335454465281657,
           0.003107957544127205
          ],
          [
           "89",
           "29",
           "2023-01-17 00:00:00+00:00",
           0.052043069739561076,
           0.001569858712715754
          ],
          [
           "90",
           "29",
           "2023-01-17 00:00:00+00:00",
           0.1219986045005399,
           0.003663003663003696
          ],
          [
           "93",
           "31",
           "2023-01-29 00:00:00+00:00",
           0.26215808010265107,
           0.005299633102323682
          ],
          [
           "94",
           "31",
           "2023-01-31 00:00:00+00:00",
           0.23161341587433526,
           0.009221464804140647
          ],
          [
           "95",
           "31",
           "2023-01-31 00:00:00+00:00",
           0.07462766262904807,
           0.0030074517401976262
          ],
          [
           "96",
           "31",
           "2023-02-03 00:00:00+00:00",
           0.1492824456013011,
           0.006010625806051681
          ],
          [
           "97",
           "31",
           "2023-02-03 00:00:00+00:00",
           0.21922746785223168,
           0.0087164147963447
          ],
          [
           "98",
           "31",
           "2023-02-03 00:00:00+00:00",
           0.4825792069667152,
           0.019096347625702295
          ],
          [
           "99",
           "31",
           "2023-02-03 00:00:00+00:00",
           0.7470314420190469,
           0.029476280455059956
          ],
          [
           "100",
           "32",
           "2023-03-06 00:00:00+00:00",
           0.0001817981530152224,
           0.000007272243436064046
          ],
          [
           "101",
           "32",
           "2023-03-06 00:00:00+00:00",
           0.05842346325507819,
           0.0023559375308903007
          ],
          [
           "102",
           "32",
           "2023-03-07 00:00:00+00:00",
           0.21930122957190434,
           0.008820153918379125
          ],
          [
           "106",
           "32",
           "2023-03-10 00:00:00+00:00",
           0.001633628871363868,
           0.0000660208492238481
          ],
          [
           "109",
           "33",
           "2023-03-13 00:00:00+00:00",
           0.032341734943894807,
           0.001302763929093455
          ]
         ],
         "hovertemplate": "<br>Exit Trade Id: %{customdata[0]}\n<br>Position Id: %{customdata[1]}\n<br>Exit Index: %{customdata[2]}\n<br>PnL: %{customdata[3]:,}\n<br>Return: %{customdata[4]:,%}",
         "marker": {
          "color": "#37B13F",
          "line": {
           "color": "rgb(38,123,44)",
           "width": 1
          },
          "opacity": [
           0.7502677029395275,
           0.7518371378104868,
           0.7515282071581547,
           0.7566028415828575,
           0.7626924028925011,
           0.7687819642021442,
           0.755744312964475,
           0.7572450615676337,
           0.761034229818021,
           0.7638761060058118,
           0.7752436107569741,
           0.7752436107569743,
           0.7571812110412213,
           0.7533924049264402,
           0.7540149802237381,
           0.7553012155429172,
           0.7620201365500923,
           0.755227600813625,
           0.7833538111496626,
           0.7512454999563791,
           0.7560599544805878,
           0.8125575783221757,
           0.7531690083954888,
           0.7582309653800076,
           0.7550151658904445,
           0.9,
           0.7520652294386102,
           0.7584725417504243,
           0.7958485302360041,
           0.7532796733603379,
           0.7598476849572245,
           0.7519526650105341,
           0.7585622820619508,
           0.75276211751614,
           0.7555732153975144,
           0.764550969605207,
           0.7540640887432141,
           0.7526750521332874,
           0.7571810594007136,
           0.7545196811824412,
           0.7579126913978516,
           0.7533912673711325,
           0.7590224445008813,
           0.752700749974848,
           0.753234660052871,
           0.7584927647460155,
           0.7605763714919209,
           0.7520302720097348,
           0.7570789182822903,
           0.7542385025661787,
           0.7565969856756717,
           0.7531968810803873,
           0.7518239531397083,
           0.7558202057688092,
           0.7529376968276895,
           0.7568604025154169,
           0.7599275649732483,
           0.7672773624733739,
           0.7556318505912712,
           0.7612600169481881,
           0.7663308620707643,
           0.7857836102152956,
           0.8052363583598271,
           0.7500092962743661,
           0.7544108656355311,
           0.7665252767213064,
           0.750119395429247,
           0.7524371418007988
          ],
          "size": [
           7.012492803844616,
           7.085733097822718,
           7.071316334047221,
           7.308132607200018,
           7.592312134983381,
           7.876491662766727,
           7.268067938342167,
           7.338102873156241,
           7.514930724840981,
           7.6475516136045485,
           8.178035168658795,
           8.178035168658806,
           7.3351231819236595,
           7.158312229900543,
           7.187365743774447,
           7.247390058669469,
           7.560939705670971,
           7.243954704635834,
           8.556511186984256,
           7.058123331297692,
           7.2827978757607665,
           9.919353655034866,
           7.147887058456145,
           7.384111717733685,
           7.234041074887411,
           14,
           7.096377373801808,
           7.395385281686466,
           9.139598077680194,
           7.153051423482432,
           7.459558631337145,
           7.09112436715826,
           7.399573162891034,
           7.1288988174198655,
           7.260083385217339,
           7.679045248242991,
           7.189657474683322,
           7.124835766220083,
           7.335116105366635,
           7.21091845518059,
           7.369258931899741,
           7.1582591439861805,
           7.421047410041129,
           7.12603499882624,
           7.150950802467312,
           7.396329021480721,
           7.493564002956311,
           7.09474602712096,
           7.3303495198402135,
           7.197796786421673,
           7.307859331531348,
           7.14918778375141,
           7.085117813186386,
           7.271609602544429,
           7.1370925186255105,
           7.320152117386121,
           7.463286365418253,
           7.806276915424116,
           7.262819694259324,
           7.525467457582111,
           7.7621068966356646,
           8.66990181004713,
           9.5776967234586,
           7.000433826137086,
           7.205840396324784,
           7.771179580327631,
           7.005571786698192,
           7.113733284037278
          ],
          "symbol": "circle"
         },
         "mode": "markers",
         "name": "Closed - Profit",
         "type": "scatter",
         "uid": "b475f194-5233-42a7-8582-025224f343d1",
         "x": [
          "2021-09-14T00:00:00+00:00",
          "2021-09-14T00:00:00+00:00",
          "2022-01-20T00:00:00+00:00",
          "2022-01-20T00:00:00+00:00",
          "2022-01-24T00:00:00+00:00",
          "2022-01-26T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-14T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-30T00:00:00+00:00",
          "2022-04-21T00:00:00+00:00",
          "2022-04-21T00:00:00+00:00",
          "2022-04-21T00:00:00+00:00",
          "2022-05-09T00:00:00+00:00",
          "2022-05-11T00:00:00+00:00",
          "2022-05-11T00:00:00+00:00",
          "2022-05-26T00:00:00+00:00",
          "2022-07-19T00:00:00+00:00",
          "2022-08-19T00:00:00+00:00",
          "2022-08-19T00:00:00+00:00",
          "2022-08-31T00:00:00+00:00",
          "2022-08-31T00:00:00+00:00",
          "2022-08-31T00:00:00+00:00",
          "2022-09-13T00:00:00+00:00",
          "2022-09-13T00:00:00+00:00",
          "2022-09-19T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-29T00:00:00+00:00",
          "2022-10-11T00:00:00+00:00",
          "2022-10-11T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-10-17T00:00:00+00:00",
          "2022-10-17T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-25T00:00:00+00:00",
          "2023-01-04T00:00:00+00:00",
          "2023-01-04T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-09T00:00:00+00:00",
          "2023-01-09T00:00:00+00:00",
          "2023-01-17T00:00:00+00:00",
          "2023-01-17T00:00:00+00:00",
          "2023-01-29T00:00:00+00:00",
          "2023-01-31T00:00:00+00:00",
          "2023-01-31T00:00:00+00:00",
          "2023-02-03T00:00:00+00:00",
          "2023-02-03T00:00:00+00:00",
          "2023-02-03T00:00:00+00:00",
          "2023-02-03T00:00:00+00:00",
          "2023-03-06T00:00:00+00:00",
          "2023-03-06T00:00:00+00:00",
          "2023-03-07T00:00:00+00:00",
          "2023-03-10T00:00:00+00:00",
          "2023-03-13T00:00:00+00:00"
         ],
         "xaxis": "x2",
         "y": [
          0.00014515732821197727,
          0.0009826034525113347,
          0.0008177589073441833,
          0.003525569858814737,
          0.006774943000579477,
          0.010024316142344046,
          0.003067461352773294,
          0.003868256673763402,
          0.005890146415301617,
          0.00740656372145542,
          0.013472232946070346,
          0.01347223294607046,
          0.003834186208739325,
          0.0018124897017631272,
          0.0021446941655826365,
          0.002831025789095634,
          0.006416223531957625,
          0.002791745172309419,
          0.017799813536908432,
          0.0006669071231641778,
          0.003235886796369493,
          0.033382863261432937,
          0.0016932859281698894,
          0.004394332232476921,
          0.002678390482430136,
          0.08004189861769641,
          0.001104312517023371,
          0.004523236718334397,
          0.024466961225980702,
          0.001752336448598229,
          0.005257009345794576,
          0.0010442484482489792,
          0.004571121901384593,
          0.0014761700756878106,
          0.002976164162313504,
          0.007766669079251353,
          0.0021708983363106825,
          0.0014297122272102318,
          0.003834105293782113,
          0.002414001207000477,
          0.004224502112250964,
          0.0018118827053841785,
          0.004816663311328553,
          0.001443424524684902,
          0.0017283174717183717,
          0.004534027653079711,
          0.0056458344736175815,
          0.0010856593292621012,
          0.0037796030743284864,
          0.002263965071839958,
          0.0035224451628698833,
          0.0017081587160593494,
          0.0009755681484997092,
          0.003107957544127205,
          0.001569858712715754,
          0.003663003663003696,
          0.005299633102323682,
          0.009221464804140647,
          0.0030074517401976262,
          0.006010625806051681,
          0.0087164147963447,
          0.019096347625702295,
          0.029476280455059956,
          0.000007272243436064046,
          0.0023559375308903007,
          0.008820153918379125,
          0.0000660208492238481,
          0.001302763929093455
         ],
         "yaxis": "y2"
        },
        {
         "customdata": [
          [
           "2",
           "0",
           "2021-09-14 00:00:00+00:00",
           -0.0976185447412874,
           -0.002925478460885578
          ],
          [
           "3",
           "1",
           "2021-09-17 00:00:00+00:00",
           -0.3818412273865448,
           -0.003818412273865448
          ],
          [
           "4",
           "2",
           "2021-10-14 00:00:00+00:00",
           -1.8445389817762816,
           -0.018445389817762815
          ],
          [
           "5",
           "3",
           "2021-10-14 00:00:00+00:00",
           -0.16574568714575832,
           -0.0016574568714575833
          ],
          [
           "10",
           "5",
           "2022-02-14 00:00:00+00:00",
           -0.4171504752075066,
           -0.004171504752075066
          ],
          [
           "18",
           "7",
           "2022-03-14 00:00:00+00:00",
           -0.7987637726950965,
           -0.011981456590426449
          ],
          [
           "20",
           "8",
           "2022-03-14 00:00:00+00:00",
           -0.14956208727835474,
           -0.002243431309175321
          ],
          [
           "22",
           "9",
           "2022-03-24 00:00:00+00:00",
           -0.1166498945935075,
           -0.0017430303872414386
          ],
          [
           "23",
           "10",
           "2022-03-24 00:00:00+00:00",
           -0.00007619555882598661,
           -0.0000023117770399171074
          ],
          [
           "24",
           "11",
           "2022-03-24 00:00:00+00:00",
           -0.047709655060785394,
           -0.0027998253319977337
          ],
          [
           "25",
           "12",
           "2022-03-24 00:00:00+00:00",
           -0.10274564621745697,
           -0.0020491803278688404
          ],
          [
           "28",
           "13",
           "2022-03-30 00:00:00+00:00",
           -0.6135691724061516,
           -0.01842407511501435
          ],
          [
           "36",
           "16",
           "2022-05-24 00:00:00+00:00",
           -0.0004699590466188397,
           -0.000014162459032093956
          ],
          [
           "37",
           "16",
           "2022-05-24 00:00:00+00:00",
           -0.10013261555999975,
           -0.002975970694640466
          ],
          [
           "45",
           "18",
           "2022-09-13 00:00:00+00:00",
           -0.0038677879762474277,
           -0.00011694809608892126
          ],
          [
           "48",
           "19",
           "2022-09-16 00:00:00+00:00",
           -0.758259843175523,
           -0.022770670637926094
          ],
          [
           "50",
           "20",
           "2022-09-21 00:00:00+00:00",
           -0.0005915538032397194,
           -0.000017901410772680732
          ],
          [
           "53",
           "20",
           "2022-09-21 00:00:00+00:00",
           -0.20221513178998407,
           -0.006006032556944898
          ],
          [
           "54",
           "20",
           "2022-09-21 00:00:00+00:00",
           -0.28084477701726485,
           -0.008401285015413781
          ],
          [
           "55",
           "21",
           "2022-09-28 00:00:00+00:00",
           -0.0026329327142633474,
           -0.00003949243112342619
          ],
          [
           "56",
           "21",
           "2022-09-28 00:00:00+00:00",
           -0.02786360173762148,
           -0.0008422075081869749
          ],
          [
           "58",
           "21",
           "2022-09-30 00:00:00+00:00",
           -0.2714373360692832,
           -0.008091106943957453
          ],
          [
           "59",
           "21",
           "2022-09-30 00:00:00+00:00",
           -0.3723379095170216,
           -0.011109343791095063
          ],
          [
           "62",
           "22",
           "2022-10-13 00:00:00+00:00",
           -0.1326010219374325,
           -0.003980172172576615
          ],
          [
           "65",
           "23",
           "2022-10-13 00:00:00+00:00",
           -0.32243854123738913,
           -0.009657390415614147
          ],
          [
           "68",
           "24",
           "2022-11-06 00:00:00+00:00",
           -0.22183189062707243,
           -0.006601502991259042
          ],
          [
           "70",
           "25",
           "2022-11-16 00:00:00+00:00",
           -0.431202634432708,
           -0.0064503033446853455
          ],
          [
           "74",
           "26",
           "2022-12-05 00:00:00+00:00",
           -1.4906585795110772,
           -0.02221312823253012
          ],
          [
           "75",
           "26",
           "2022-12-05 00:00:00+00:00",
           -0.736027950394508,
           -0.02221312823253014
          ],
          [
           "80",
           "27",
           "2023-01-06 00:00:00+00:00",
           -0.3787070232518488,
           -0.003786422881080272
          ],
          [
           "81",
           "27",
           "2023-01-06 00:00:00+00:00",
           -0.03335178362796398,
           -0.001000175091004746
          ],
          [
           "83",
           "27",
           "2023-01-06 00:00:00+00:00",
           -0.16065445195628314,
           -0.004791842420895122
          ],
          [
           "84",
           "27",
           "2023-01-06 00:00:00+00:00",
           -0.2505904701547266,
           -0.007500176227959572
          ],
          [
           "85",
           "27",
           "2023-01-06 00:00:00+00:00",
           -0.4305844695145282,
           -0.012916843842088493
          ],
          [
           "88",
           "28",
           "2023-01-15 00:00:00+00:00",
           -0.7996229033393405,
           -0.02386676831056106
          ],
          [
           "91",
           "29",
           "2023-01-25 00:00:00+00:00",
           -0.4573319969825249,
           -0.013634222919937157
          ],
          [
           "92",
           "30",
           "2023-01-25 00:00:00+00:00",
           -0.4660797514241324,
           -0.0046607975142413235
          ],
          [
           "103",
           "32",
           "2023-03-09 00:00:00+00:00",
           -0.12590481695721678,
           -0.001253800553687048
          ],
          [
           "104",
           "32",
           "2023-03-09 00:00:00+00:00",
           -0.48302973963257045,
           -0.004830605669276933
          ],
          [
           "105",
           "32",
           "2023-03-10 00:00:00+00:00",
           -0.06483187768948895,
           -0.0026263161974930853
          ],
          [
           "107",
           "32",
           "2023-03-10 00:00:00+00:00",
           -0.17577326207302235,
           -0.006934055472240904
          ],
          [
           "108",
           "32",
           "2023-03-13 00:00:00+00:00",
           -0.5601081443351745,
           -0.011169101646727018
          ],
          [
           "110",
           "33",
           "2023-03-13 00:00:00+00:00",
           -0.42066027219786406,
           -0.005595782334945633
          ]
         ],
         "hovertemplate": "<br>Exit Trade Id: %{customdata[0]}\n<br>Position Id: %{customdata[1]}\n<br>Exit Index: %{customdata[2]}\n<br>PnL: %{customdata[3]:,}\n<br>Return: %{customdata[4]:,%}",
         "marker": {
          "color": "#EA4335",
          "line": {
           "color": "rgb(181,31,18)",
           "width": 1
          },
          "opacity": [
           0.755478226711112,
           0.7571516495414126,
           0.7845636679961371,
           0.7531018621405045,
           0.7578133704950312,
           0.7724497875730569,
           0.7542000208033252,
           0.7532622331253414,
           0.75,
           0.7552427436198423,
           0.7538359803535165,
           0.7845237226948372,
           0.7500222090389143,
           0.7555728528250412,
           0.7502148367893451,
           0.7926695584515203,
           0.7500292161060822,
           0.7612514088656978,
           0.7657402859695439,
           0.7500696792466411,
           0.751574025612137,
           0.7651589897315827,
           0.7708153848348201,
           0.7574547993422103,
           0.7680943187359194,
           0.7623673637159513,
           0.7620840045947803,
           0.791624683482639,
           0.7916246834826391,
           0.7570916990955496,
           0.751870068337468,
           0.7589759283491623,
           0.7640515426432294,
           0.7742027712313638,
           0.794723725113107,
           0.7755471917353267,
           0.758730340674688,
           0.7523453808784745,
           0.7590485734924817,
           0.7549175748976761,
           0.7629905912226923,
           0.7709273753972232,
           0.7604825701481467
          ],
          "size": [
           7.255650579851891,
           7.333743645265918,
           8.612971173153065,
           7.144753566556874,
           7.364623956434789,
           8.047656753409322,
           7.196000970821842,
           7.152237545849265,
           7,
           7.2446613689259785,
           7.1790124164974385,
           8.611107059092403,
           7.001036421815999,
           7.260066465168589,
           7.010025716836102,
           8.991246061070948,
           7.001363418283837,
           7.525065747065895,
           7.734546678578718,
           7.003251698176587,
           7.073454528566394,
           7.707419520807191,
           7.971384625624941,
           7.347890635969811,
           7.84440154100957,
           7.577143640077727,
           7.563920214423083,
           8.942485229189824,
           8.942485229189826,
           7.330945957792318,
           7.087269855748502,
           7.418876656294238,
           7.655738656684039,
           8.129462657463645,
           9.08710717194499,
           8.192202280981915,
           7.407415898152109,
           7.1094511076621405,
           7.4222667629824794,
           7.229486828558216,
           7.606227590392306,
           7.976610851870417,
           7.489186606913511
          ],
          "symbol": "circle"
         },
         "mode": "markers",
         "name": "Closed - Loss",
         "type": "scatter",
         "uid": "8e32e362-8d8f-45a0-bcb0-35f6e3516429",
         "x": [
          "2021-09-14T00:00:00+00:00",
          "2021-09-17T00:00:00+00:00",
          "2021-10-14T00:00:00+00:00",
          "2021-10-14T00:00:00+00:00",
          "2022-02-14T00:00:00+00:00",
          "2022-03-14T00:00:00+00:00",
          "2022-03-14T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-30T00:00:00+00:00",
          "2022-05-24T00:00:00+00:00",
          "2022-05-24T00:00:00+00:00",
          "2022-09-13T00:00:00+00:00",
          "2022-09-16T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-28T00:00:00+00:00",
          "2022-09-28T00:00:00+00:00",
          "2022-09-30T00:00:00+00:00",
          "2022-09-30T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-11-06T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-12-05T00:00:00+00:00",
          "2022-12-05T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-15T00:00:00+00:00",
          "2023-01-25T00:00:00+00:00",
          "2023-01-25T00:00:00+00:00",
          "2023-03-09T00:00:00+00:00",
          "2023-03-09T00:00:00+00:00",
          "2023-03-10T00:00:00+00:00",
          "2023-03-10T00:00:00+00:00",
          "2023-03-13T00:00:00+00:00",
          "2023-03-13T00:00:00+00:00"
         ],
         "xaxis": "x2",
         "y": [
          -0.002925478460885578,
          -0.003818412273865448,
          -0.018445389817762815,
          -0.0016574568714575833,
          -0.004171504752075066,
          -0.011981456590426449,
          -0.002243431309175321,
          -0.0017430303872414386,
          -0.0000023117770399171074,
          -0.0027998253319977337,
          -0.0020491803278688404,
          -0.01842407511501435,
          -0.000014162459032093956,
          -0.002975970694640466,
          -0.00011694809608892126,
          -0.022770670637926094,
          -0.000017901410772680732,
          -0.006006032556944898,
          -0.008401285015413781,
          -0.00003949243112342619,
          -0.0008422075081869749,
          -0.008091106943957453,
          -0.011109343791095063,
          -0.003980172172576615,
          -0.009657390415614147,
          -0.006601502991259042,
          -0.0064503033446853455,
          -0.02221312823253012,
          -0.02221312823253014,
          -0.003786422881080272,
          -0.001000175091004746,
          -0.004791842420895122,
          -0.007500176227959572,
          -0.012916843842088493,
          -0.02386676831056106,
          -0.013634222919937157,
          -0.0046607975142413235,
          -0.001253800553687048,
          -0.004830605669276933,
          -0.0026263161974930853,
          -0.006934055472240904,
          -0.011169101646727018,
          -0.005595782334945633
         ],
         "yaxis": "y2"
        },
        {
         "customdata": [
          [
           "111",
           "34",
           "2023-03-13 00:00:00+00:00",
           -0.32731966200317686,
           -0.0032731966200317685
          ]
         ],
         "hovertemplate": "<br>Exit Trade Id: %{customdata[0]}\n<br>Position Id: %{customdata[1]}\n<br>Exit Index: %{customdata[2]}\n<br>PnL: %{customdata[3]:,}\n<br>Return: %{customdata[4]:,%}",
         "marker": {
          "color": "#FFAA00",
          "line": {
           "color": "rgb(178,118,0)",
           "width": 1
          },
          "opacity": [
           0.7561298758004028
          ],
          "size": [
           7.286060870685463
          ],
          "symbol": "circle"
         },
         "mode": "markers",
         "name": "Open",
         "type": "scatter",
         "uid": "f12d4bce-6403-4b2c-9dc5-bc9d0ab5fa85",
         "x": [
          "2023-03-13T00:00:00+00:00"
         ],
         "xaxis": "x2",
         "y": [
          -0.0032731966200317685
         ],
         "yaxis": "y2"
        },
        {
         "legendgroup": "0",
         "line": {
          "color": "#7f7f7f"
         },
         "mode": "lines",
         "name": "Benchmark",
         "showlegend": true,
         "type": "scatter",
         "uid": "d6eb1dbb-640f-4eda-b308-21b2e03919a1",
         "x": [
          "2021-09-02T00:00:00+00:00",
          "2021-09-03T00:00:00+00:00",
          "2021-09-04T00:00:00+00:00",
          "2021-09-05T00:00:00+00:00",
          "2021-09-06T00:00:00+00:00",
          "2021-09-07T00:00:00+00:00",
          "2021-09-08T00:00:00+00:00",
          "2021-09-09T00:00:00+00:00",
          "2021-09-10T00:00:00+00:00",
          "2021-09-11T00:00:00+00:00",
          "2021-09-12T00:00:00+00:00",
          "2021-09-13T00:00:00+00:00",
          "2021-09-14T00:00:00+00:00",
          "2021-09-15T00:00:00+00:00",
          "2021-09-16T00:00:00+00:00",
          "2021-09-17T00:00:00+00:00",
          "2021-09-18T00:00:00+00:00",
          "2021-09-19T00:00:00+00:00",
          "2021-09-20T00:00:00+00:00",
          "2021-09-21T00:00:00+00:00",
          "2021-09-22T00:00:00+00:00",
          "2021-09-23T00:00:00+00:00",
          "2021-09-24T00:00:00+00:00",
          "2021-09-25T00:00:00+00:00",
          "2021-09-26T00:00:00+00:00",
          "2021-09-27T00:00:00+00:00",
          "2021-09-28T00:00:00+00:00",
          "2021-09-29T00:00:00+00:00",
          "2021-09-30T00:00:00+00:00",
          "2021-10-01T00:00:00+00:00",
          "2021-10-02T00:00:00+00:00",
          "2021-10-03T00:00:00+00:00",
          "2021-10-04T00:00:00+00:00",
          "2021-10-05T00:00:00+00:00",
          "2021-10-06T00:00:00+00:00",
          "2021-10-07T00:00:00+00:00",
          "2021-10-08T00:00:00+00:00",
          "2021-10-09T00:00:00+00:00",
          "2021-10-10T00:00:00+00:00",
          "2021-10-11T00:00:00+00:00",
          "2021-10-12T00:00:00+00:00",
          "2021-10-13T00:00:00+00:00",
          "2021-10-14T00:00:00+00:00",
          "2021-10-15T00:00:00+00:00",
          "2021-10-16T00:00:00+00:00",
          "2021-10-17T00:00:00+00:00",
          "2021-10-18T00:00:00+00:00",
          "2021-10-19T00:00:00+00:00",
          "2021-10-20T00:00:00+00:00",
          "2021-10-21T00:00:00+00:00",
          "2021-10-22T00:00:00+00:00",
          "2021-10-23T00:00:00+00:00",
          "2021-10-24T00:00:00+00:00",
          "2021-10-25T00:00:00+00:00",
          "2021-10-26T00:00:00+00:00",
          "2021-10-27T00:00:00+00:00",
          "2021-10-28T00:00:00+00:00",
          "2021-10-29T00:00:00+00:00",
          "2021-10-30T00:00:00+00:00",
          "2021-10-31T00:00:00+00:00",
          "2021-11-01T00:00:00+00:00",
          "2021-11-02T00:00:00+00:00",
          "2021-11-03T00:00:00+00:00",
          "2021-11-04T00:00:00+00:00",
          "2021-11-05T00:00:00+00:00",
          "2021-11-06T00:00:00+00:00",
          "2021-11-07T00:00:00+00:00",
          "2021-11-08T00:00:00+00:00",
          "2021-11-09T00:00:00+00:00",
          "2021-11-10T00:00:00+00:00",
          "2021-11-11T00:00:00+00:00",
          "2021-11-12T00:00:00+00:00",
          "2021-11-13T00:00:00+00:00",
          "2021-11-14T00:00:00+00:00",
          "2021-11-15T00:00:00+00:00",
          "2021-11-16T00:00:00+00:00",
          "2021-11-17T00:00:00+00:00",
          "2021-11-18T00:00:00+00:00",
          "2021-11-19T00:00:00+00:00",
          "2021-11-20T00:00:00+00:00",
          "2021-11-21T00:00:00+00:00",
          "2021-11-22T00:00:00+00:00",
          "2021-11-23T00:00:00+00:00",
          "2021-11-24T00:00:00+00:00",
          "2021-11-25T00:00:00+00:00",
          "2021-11-26T00:00:00+00:00",
          "2021-11-27T00:00:00+00:00",
          "2021-11-28T00:00:00+00:00",
          "2021-11-29T00:00:00+00:00",
          "2021-11-30T00:00:00+00:00",
          "2021-12-01T00:00:00+00:00",
          "2021-12-02T00:00:00+00:00",
          "2021-12-03T00:00:00+00:00",
          "2021-12-04T00:00:00+00:00",
          "2021-12-05T00:00:00+00:00",
          "2021-12-06T00:00:00+00:00",
          "2021-12-07T00:00:00+00:00",
          "2021-12-08T00:00:00+00:00",
          "2021-12-09T00:00:00+00:00",
          "2021-12-10T00:00:00+00:00",
          "2021-12-11T00:00:00+00:00",
          "2021-12-12T00:00:00+00:00",
          "2021-12-13T00:00:00+00:00",
          "2021-12-14T00:00:00+00:00",
          "2021-12-15T00:00:00+00:00",
          "2021-12-16T00:00:00+00:00",
          "2021-12-17T00:00:00+00:00",
          "2021-12-18T00:00:00+00:00",
          "2021-12-19T00:00:00+00:00",
          "2021-12-20T00:00:00+00:00",
          "2021-12-21T00:00:00+00:00",
          "2021-12-22T00:00:00+00:00",
          "2021-12-23T00:00:00+00:00",
          "2021-12-24T00:00:00+00:00",
          "2021-12-25T00:00:00+00:00",
          "2021-12-26T00:00:00+00:00",
          "2021-12-27T00:00:00+00:00",
          "2021-12-28T00:00:00+00:00",
          "2021-12-29T00:00:00+00:00",
          "2021-12-30T00:00:00+00:00",
          "2021-12-31T00:00:00+00:00",
          "2022-01-01T00:00:00+00:00",
          "2022-01-02T00:00:00+00:00",
          "2022-01-03T00:00:00+00:00",
          "2022-01-04T00:00:00+00:00",
          "2022-01-05T00:00:00+00:00",
          "2022-01-06T00:00:00+00:00",
          "2022-01-07T00:00:00+00:00",
          "2022-01-08T00:00:00+00:00",
          "2022-01-09T00:00:00+00:00",
          "2022-01-10T00:00:00+00:00",
          "2022-01-11T00:00:00+00:00",
          "2022-01-12T00:00:00+00:00",
          "2022-01-13T00:00:00+00:00",
          "2022-01-14T00:00:00+00:00",
          "2022-01-15T00:00:00+00:00",
          "2022-01-16T00:00:00+00:00",
          "2022-01-17T00:00:00+00:00",
          "2022-01-18T00:00:00+00:00",
          "2022-01-19T00:00:00+00:00",
          "2022-01-20T00:00:00+00:00",
          "2022-01-21T00:00:00+00:00",
          "2022-01-22T00:00:00+00:00",
          "2022-01-23T00:00:00+00:00",
          "2022-01-24T00:00:00+00:00",
          "2022-01-25T00:00:00+00:00",
          "2022-01-26T00:00:00+00:00",
          "2022-01-27T00:00:00+00:00",
          "2022-01-28T00:00:00+00:00",
          "2022-01-29T00:00:00+00:00",
          "2022-01-30T00:00:00+00:00",
          "2022-01-31T00:00:00+00:00",
          "2022-02-01T00:00:00+00:00",
          "2022-02-02T00:00:00+00:00",
          "2022-02-03T00:00:00+00:00",
          "2022-02-04T00:00:00+00:00",
          "2022-02-05T00:00:00+00:00",
          "2022-02-06T00:00:00+00:00",
          "2022-02-07T00:00:00+00:00",
          "2022-02-08T00:00:00+00:00",
          "2022-02-09T00:00:00+00:00",
          "2022-02-10T00:00:00+00:00",
          "2022-02-11T00:00:00+00:00",
          "2022-02-12T00:00:00+00:00",
          "2022-02-13T00:00:00+00:00",
          "2022-02-14T00:00:00+00:00",
          "2022-02-15T00:00:00+00:00",
          "2022-02-16T00:00:00+00:00",
          "2022-02-17T00:00:00+00:00",
          "2022-02-18T00:00:00+00:00",
          "2022-02-19T00:00:00+00:00",
          "2022-02-20T00:00:00+00:00",
          "2022-02-21T00:00:00+00:00",
          "2022-02-22T00:00:00+00:00",
          "2022-02-23T00:00:00+00:00",
          "2022-02-24T00:00:00+00:00",
          "2022-02-25T00:00:00+00:00",
          "2022-02-26T00:00:00+00:00",
          "2022-02-27T00:00:00+00:00",
          "2022-02-28T00:00:00+00:00",
          "2022-03-01T00:00:00+00:00",
          "2022-03-02T00:00:00+00:00",
          "2022-03-03T00:00:00+00:00",
          "2022-03-04T00:00:00+00:00",
          "2022-03-05T00:00:00+00:00",
          "2022-03-06T00:00:00+00:00",
          "2022-03-07T00:00:00+00:00",
          "2022-03-08T00:00:00+00:00",
          "2022-03-09T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-11T00:00:00+00:00",
          "2022-03-12T00:00:00+00:00",
          "2022-03-13T00:00:00+00:00",
          "2022-03-14T00:00:00+00:00",
          "2022-03-15T00:00:00+00:00",
          "2022-03-16T00:00:00+00:00",
          "2022-03-17T00:00:00+00:00",
          "2022-03-18T00:00:00+00:00",
          "2022-03-19T00:00:00+00:00",
          "2022-03-20T00:00:00+00:00",
          "2022-03-21T00:00:00+00:00",
          "2022-03-22T00:00:00+00:00",
          "2022-03-23T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-25T00:00:00+00:00",
          "2022-03-26T00:00:00+00:00",
          "2022-03-27T00:00:00+00:00",
          "2022-03-28T00:00:00+00:00",
          "2022-03-29T00:00:00+00:00",
          "2022-03-30T00:00:00+00:00",
          "2022-03-31T00:00:00+00:00",
          "2022-04-01T00:00:00+00:00",
          "2022-04-02T00:00:00+00:00",
          "2022-04-03T00:00:00+00:00",
          "2022-04-04T00:00:00+00:00",
          "2022-04-05T00:00:00+00:00",
          "2022-04-06T00:00:00+00:00",
          "2022-04-07T00:00:00+00:00",
          "2022-04-08T00:00:00+00:00",
          "2022-04-09T00:00:00+00:00",
          "2022-04-10T00:00:00+00:00",
          "2022-04-11T00:00:00+00:00",
          "2022-04-12T00:00:00+00:00",
          "2022-04-13T00:00:00+00:00",
          "2022-04-14T00:00:00+00:00",
          "2022-04-15T00:00:00+00:00",
          "2022-04-16T00:00:00+00:00",
          "2022-04-17T00:00:00+00:00",
          "2022-04-18T00:00:00+00:00",
          "2022-04-19T00:00:00+00:00",
          "2022-04-20T00:00:00+00:00",
          "2022-04-21T00:00:00+00:00",
          "2022-04-22T00:00:00+00:00",
          "2022-04-23T00:00:00+00:00",
          "2022-04-24T00:00:00+00:00",
          "2022-04-25T00:00:00+00:00",
          "2022-04-26T00:00:00+00:00",
          "2022-04-27T00:00:00+00:00",
          "2022-04-28T00:00:00+00:00",
          "2022-04-29T00:00:00+00:00",
          "2022-04-30T00:00:00+00:00",
          "2022-05-01T00:00:00+00:00",
          "2022-05-02T00:00:00+00:00",
          "2022-05-03T00:00:00+00:00",
          "2022-05-04T00:00:00+00:00",
          "2022-05-05T00:00:00+00:00",
          "2022-05-06T00:00:00+00:00",
          "2022-05-07T00:00:00+00:00",
          "2022-05-08T00:00:00+00:00",
          "2022-05-09T00:00:00+00:00",
          "2022-05-10T00:00:00+00:00",
          "2022-05-11T00:00:00+00:00",
          "2022-05-12T00:00:00+00:00",
          "2022-05-13T00:00:00+00:00",
          "2022-05-14T00:00:00+00:00",
          "2022-05-15T00:00:00+00:00",
          "2022-05-16T00:00:00+00:00",
          "2022-05-17T00:00:00+00:00",
          "2022-05-18T00:00:00+00:00",
          "2022-05-19T00:00:00+00:00",
          "2022-05-20T00:00:00+00:00",
          "2022-05-21T00:00:00+00:00",
          "2022-05-22T00:00:00+00:00",
          "2022-05-23T00:00:00+00:00",
          "2022-05-24T00:00:00+00:00",
          "2022-05-25T00:00:00+00:00",
          "2022-05-26T00:00:00+00:00",
          "2022-05-27T00:00:00+00:00",
          "2022-05-28T00:00:00+00:00",
          "2022-05-29T00:00:00+00:00",
          "2022-05-30T00:00:00+00:00",
          "2022-05-31T00:00:00+00:00",
          "2022-06-01T00:00:00+00:00",
          "2022-06-02T00:00:00+00:00",
          "2022-06-03T00:00:00+00:00",
          "2022-06-04T00:00:00+00:00",
          "2022-06-05T00:00:00+00:00",
          "2022-06-06T00:00:00+00:00",
          "2022-06-07T00:00:00+00:00",
          "2022-06-08T00:00:00+00:00",
          "2022-06-09T00:00:00+00:00",
          "2022-06-10T00:00:00+00:00",
          "2022-06-11T00:00:00+00:00",
          "2022-06-12T00:00:00+00:00",
          "2022-06-13T00:00:00+00:00",
          "2022-06-14T00:00:00+00:00",
          "2022-06-15T00:00:00+00:00",
          "2022-06-16T00:00:00+00:00",
          "2022-06-17T00:00:00+00:00",
          "2022-06-18T00:00:00+00:00",
          "2022-06-19T00:00:00+00:00",
          "2022-06-20T00:00:00+00:00",
          "2022-06-21T00:00:00+00:00",
          "2022-06-22T00:00:00+00:00",
          "2022-06-23T00:00:00+00:00",
          "2022-06-24T00:00:00+00:00",
          "2022-06-25T00:00:00+00:00",
          "2022-06-26T00:00:00+00:00",
          "2022-06-27T00:00:00+00:00",
          "2022-06-28T00:00:00+00:00",
          "2022-06-29T00:00:00+00:00",
          "2022-06-30T00:00:00+00:00",
          "2022-07-01T00:00:00+00:00",
          "2022-07-02T00:00:00+00:00",
          "2022-07-03T00:00:00+00:00",
          "2022-07-04T00:00:00+00:00",
          "2022-07-05T00:00:00+00:00",
          "2022-07-06T00:00:00+00:00",
          "2022-07-07T00:00:00+00:00",
          "2022-07-08T00:00:00+00:00",
          "2022-07-09T00:00:00+00:00",
          "2022-07-10T00:00:00+00:00",
          "2022-07-11T00:00:00+00:00",
          "2022-07-12T00:00:00+00:00",
          "2022-07-13T00:00:00+00:00",
          "2022-07-14T00:00:00+00:00",
          "2022-07-15T00:00:00+00:00",
          "2022-07-16T00:00:00+00:00",
          "2022-07-17T00:00:00+00:00",
          "2022-07-18T00:00:00+00:00",
          "2022-07-19T00:00:00+00:00",
          "2022-07-20T00:00:00+00:00",
          "2022-07-21T00:00:00+00:00",
          "2022-07-22T00:00:00+00:00",
          "2022-07-23T00:00:00+00:00",
          "2022-07-24T00:00:00+00:00",
          "2022-07-25T00:00:00+00:00",
          "2022-07-26T00:00:00+00:00",
          "2022-07-27T00:00:00+00:00",
          "2022-07-28T00:00:00+00:00",
          "2022-07-29T00:00:00+00:00",
          "2022-07-30T00:00:00+00:00",
          "2022-07-31T00:00:00+00:00",
          "2022-08-01T00:00:00+00:00",
          "2022-08-02T00:00:00+00:00",
          "2022-08-03T00:00:00+00:00",
          "2022-08-04T00:00:00+00:00",
          "2022-08-05T00:00:00+00:00",
          "2022-08-06T00:00:00+00:00",
          "2022-08-07T00:00:00+00:00",
          "2022-08-08T00:00:00+00:00",
          "2022-08-09T00:00:00+00:00",
          "2022-08-10T00:00:00+00:00",
          "2022-08-11T00:00:00+00:00",
          "2022-08-12T00:00:00+00:00",
          "2022-08-13T00:00:00+00:00",
          "2022-08-14T00:00:00+00:00",
          "2022-08-15T00:00:00+00:00",
          "2022-08-16T00:00:00+00:00",
          "2022-08-17T00:00:00+00:00",
          "2022-08-18T00:00:00+00:00",
          "2022-08-19T00:00:00+00:00",
          "2022-08-20T00:00:00+00:00",
          "2022-08-21T00:00:00+00:00",
          "2022-08-22T00:00:00+00:00",
          "2022-08-23T00:00:00+00:00",
          "2022-08-24T00:00:00+00:00",
          "2022-08-25T00:00:00+00:00",
          "2022-08-26T00:00:00+00:00",
          "2022-08-27T00:00:00+00:00",
          "2022-08-28T00:00:00+00:00",
          "2022-08-29T00:00:00+00:00",
          "2022-08-30T00:00:00+00:00",
          "2022-08-31T00:00:00+00:00",
          "2022-09-01T00:00:00+00:00",
          "2022-09-02T00:00:00+00:00",
          "2022-09-03T00:00:00+00:00",
          "2022-09-04T00:00:00+00:00",
          "2022-09-05T00:00:00+00:00",
          "2022-09-06T00:00:00+00:00",
          "2022-09-07T00:00:00+00:00",
          "2022-09-08T00:00:00+00:00",
          "2022-09-09T00:00:00+00:00",
          "2022-09-10T00:00:00+00:00",
          "2022-09-11T00:00:00+00:00",
          "2022-09-12T00:00:00+00:00",
          "2022-09-13T00:00:00+00:00",
          "2022-09-14T00:00:00+00:00",
          "2022-09-15T00:00:00+00:00",
          "2022-09-16T00:00:00+00:00",
          "2022-09-17T00:00:00+00:00",
          "2022-09-18T00:00:00+00:00",
          "2022-09-19T00:00:00+00:00",
          "2022-09-20T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-22T00:00:00+00:00",
          "2022-09-23T00:00:00+00:00",
          "2022-09-24T00:00:00+00:00",
          "2022-09-25T00:00:00+00:00",
          "2022-09-26T00:00:00+00:00",
          "2022-09-27T00:00:00+00:00",
          "2022-09-28T00:00:00+00:00",
          "2022-09-29T00:00:00+00:00",
          "2022-09-30T00:00:00+00:00",
          "2022-10-01T00:00:00+00:00",
          "2022-10-02T00:00:00+00:00",
          "2022-10-03T00:00:00+00:00",
          "2022-10-04T00:00:00+00:00",
          "2022-10-05T00:00:00+00:00",
          "2022-10-06T00:00:00+00:00",
          "2022-10-07T00:00:00+00:00",
          "2022-10-08T00:00:00+00:00",
          "2022-10-09T00:00:00+00:00",
          "2022-10-10T00:00:00+00:00",
          "2022-10-11T00:00:00+00:00",
          "2022-10-12T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-10-14T00:00:00+00:00",
          "2022-10-15T00:00:00+00:00",
          "2022-10-16T00:00:00+00:00",
          "2022-10-17T00:00:00+00:00",
          "2022-10-18T00:00:00+00:00",
          "2022-10-19T00:00:00+00:00",
          "2022-10-20T00:00:00+00:00",
          "2022-10-21T00:00:00+00:00",
          "2022-10-22T00:00:00+00:00",
          "2022-10-23T00:00:00+00:00",
          "2022-10-24T00:00:00+00:00",
          "2022-10-25T00:00:00+00:00",
          "2022-10-26T00:00:00+00:00",
          "2022-10-27T00:00:00+00:00",
          "2022-10-28T00:00:00+00:00",
          "2022-10-29T00:00:00+00:00",
          "2022-10-30T00:00:00+00:00",
          "2022-10-31T00:00:00+00:00",
          "2022-11-01T00:00:00+00:00",
          "2022-11-02T00:00:00+00:00",
          "2022-11-03T00:00:00+00:00",
          "2022-11-04T00:00:00+00:00",
          "2022-11-05T00:00:00+00:00",
          "2022-11-06T00:00:00+00:00",
          "2022-11-07T00:00:00+00:00",
          "2022-11-08T00:00:00+00:00",
          "2022-11-09T00:00:00+00:00",
          "2022-11-10T00:00:00+00:00",
          "2022-11-11T00:00:00+00:00",
          "2022-11-12T00:00:00+00:00",
          "2022-11-13T00:00:00+00:00",
          "2022-11-14T00:00:00+00:00",
          "2022-11-15T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-17T00:00:00+00:00",
          "2022-11-18T00:00:00+00:00",
          "2022-11-19T00:00:00+00:00",
          "2022-11-20T00:00:00+00:00",
          "2022-11-21T00:00:00+00:00",
          "2022-11-22T00:00:00+00:00",
          "2022-11-23T00:00:00+00:00",
          "2022-11-24T00:00:00+00:00",
          "2022-11-25T00:00:00+00:00",
          "2022-11-26T00:00:00+00:00",
          "2022-11-27T00:00:00+00:00",
          "2022-11-28T00:00:00+00:00",
          "2022-11-29T00:00:00+00:00",
          "2022-11-30T00:00:00+00:00",
          "2022-12-01T00:00:00+00:00",
          "2022-12-02T00:00:00+00:00",
          "2022-12-03T00:00:00+00:00",
          "2022-12-04T00:00:00+00:00",
          "2022-12-05T00:00:00+00:00",
          "2022-12-06T00:00:00+00:00",
          "2022-12-07T00:00:00+00:00",
          "2022-12-08T00:00:00+00:00",
          "2022-12-09T00:00:00+00:00",
          "2022-12-10T00:00:00+00:00",
          "2022-12-11T00:00:00+00:00",
          "2022-12-12T00:00:00+00:00",
          "2022-12-13T00:00:00+00:00",
          "2022-12-14T00:00:00+00:00",
          "2022-12-15T00:00:00+00:00",
          "2022-12-16T00:00:00+00:00",
          "2022-12-17T00:00:00+00:00",
          "2022-12-18T00:00:00+00:00",
          "2022-12-19T00:00:00+00:00",
          "2022-12-20T00:00:00+00:00",
          "2022-12-21T00:00:00+00:00",
          "2022-12-22T00:00:00+00:00",
          "2022-12-23T00:00:00+00:00",
          "2022-12-24T00:00:00+00:00",
          "2022-12-25T00:00:00+00:00",
          "2022-12-26T00:00:00+00:00",
          "2022-12-27T00:00:00+00:00",
          "2022-12-28T00:00:00+00:00",
          "2022-12-29T00:00:00+00:00",
          "2022-12-30T00:00:00+00:00",
          "2022-12-31T00:00:00+00:00",
          "2023-01-01T00:00:00+00:00",
          "2023-01-02T00:00:00+00:00",
          "2023-01-03T00:00:00+00:00",
          "2023-01-04T00:00:00+00:00",
          "2023-01-05T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-07T00:00:00+00:00",
          "2023-01-08T00:00:00+00:00",
          "2023-01-09T00:00:00+00:00",
          "2023-01-10T00:00:00+00:00",
          "2023-01-11T00:00:00+00:00",
          "2023-01-12T00:00:00+00:00",
          "2023-01-13T00:00:00+00:00",
          "2023-01-14T00:00:00+00:00",
          "2023-01-15T00:00:00+00:00",
          "2023-01-16T00:00:00+00:00",
          "2023-01-17T00:00:00+00:00",
          "2023-01-18T00:00:00+00:00",
          "2023-01-19T00:00:00+00:00",
          "2023-01-20T00:00:00+00:00",
          "2023-01-21T00:00:00+00:00",
          "2023-01-22T00:00:00+00:00",
          "2023-01-23T00:00:00+00:00",
          "2023-01-24T00:00:00+00:00",
          "2023-01-25T00:00:00+00:00",
          "2023-01-26T00:00:00+00:00",
          "2023-01-27T00:00:00+00:00",
          "2023-01-28T00:00:00+00:00",
          "2023-01-29T00:00:00+00:00",
          "2023-01-30T00:00:00+00:00",
          "2023-01-31T00:00:00+00:00",
          "2023-02-01T00:00:00+00:00",
          "2023-02-02T00:00:00+00:00",
          "2023-02-03T00:00:00+00:00",
          "2023-02-04T00:00:00+00:00",
          "2023-02-05T00:00:00+00:00",
          "2023-02-06T00:00:00+00:00",
          "2023-02-07T00:00:00+00:00",
          "2023-02-08T00:00:00+00:00",
          "2023-02-09T00:00:00+00:00",
          "2023-02-10T00:00:00+00:00",
          "2023-02-11T00:00:00+00:00",
          "2023-02-12T00:00:00+00:00",
          "2023-02-13T00:00:00+00:00",
          "2023-02-14T00:00:00+00:00",
          "2023-02-15T00:00:00+00:00",
          "2023-02-16T00:00:00+00:00",
          "2023-02-17T00:00:00+00:00",
          "2023-02-18T00:00:00+00:00",
          "2023-02-19T00:00:00+00:00",
          "2023-02-20T00:00:00+00:00",
          "2023-02-21T00:00:00+00:00",
          "2023-02-22T00:00:00+00:00",
          "2023-02-23T00:00:00+00:00",
          "2023-02-24T00:00:00+00:00",
          "2023-02-25T00:00:00+00:00",
          "2023-02-26T00:00:00+00:00",
          "2023-02-27T00:00:00+00:00",
          "2023-02-28T00:00:00+00:00",
          "2023-03-01T00:00:00+00:00",
          "2023-03-02T00:00:00+00:00",
          "2023-03-03T00:00:00+00:00",
          "2023-03-04T00:00:00+00:00",
          "2023-03-05T00:00:00+00:00",
          "2023-03-06T00:00:00+00:00",
          "2023-03-07T00:00:00+00:00",
          "2023-03-08T00:00:00+00:00",
          "2023-03-09T00:00:00+00:00",
          "2023-03-10T00:00:00+00:00",
          "2023-03-11T00:00:00+00:00",
          "2023-03-12T00:00:00+00:00",
          "2023-03-13T00:00:00+00:00"
         ],
         "xaxis": "x3",
         "y": [
          1,
          1.0100935302488152,
          1.0100935302488152,
          1.0100935302488152,
          1.007783595595651,
          1.007783595595651,
          1.007783595595651,
          1.007783595595651,
          1.007783595595651,
          1.007783595595651,
          0.9877800035920036,
          0.9877800035920036,
          0.9968014589060967,
          0.9968014589060967,
          0.9968014589060967,
          0.9695646767887488,
          0.9695646767887488,
          0.9695646767887488,
          0.9695646767887488,
          0.9695646767887488,
          0.9695646767887488,
          0.9695646767887488,
          0.9673542130058163,
          0.9673542130058163,
          0.9673542130058163,
          0.9673542130058163,
          0.9673542130058163,
          0.9673542130058163,
          0.9673542130058163,
          0.9673542130058163,
          0.9673542130058163,
          0.9673542130058163,
          0.9673542130058163,
          0.972278850006217,
          0.972278850006217,
          0.972278850006217,
          0.972278850006217,
          0.972278850006217,
          0.972278850006217,
          0.972278850006217,
          0.972278850006217,
          0.972278850006217,
          0.9921998259259771,
          0.9921998259259771,
          0.9921998259259771,
          0.9921998259259771,
          0.9748465799980658,
          0.9748465799980658,
          0.9748465799980658,
          0.9748465799980658,
          0.9904839534144758,
          0.9904839534144758,
          0.9904839534144758,
          0.9904839534144758,
          0.9911995910642003,
          0.9911995910642003,
          0.9911995910642003,
          0.9911995910642003,
          0.9911995910642003,
          0.9911995910642003,
          0.9903607200585774,
          0.9903607200585774,
          0.9903607200585774,
          0.9903607200585774,
          0.9903607200585774,
          0.9903607200585774,
          0.9903607200585774,
          0.9903607200585774,
          0.9903607200585774,
          0.9903607200585774,
          0.9903607200585774,
          0.9903607200585774,
          0.9903607200585774,
          0.9903607200585774,
          1.0292140419711813,
          1.0292140419711813,
          1.0292140419711813,
          1.0292140419711813,
          1.0292140419711813,
          1.0292140419711813,
          1.0292140419711813,
          1.0292140419711813,
          1.0292140419711813,
          1.0292140419711813,
          1.0292140419711813,
          1.0292140419711813,
          1.0292140419711813,
          1.0292140419711813,
          1.0292140419711813,
          0.97995468549245,
          0.9847008275423789,
          0.9847008275423789,
          0.9855242253015213,
          0.9855242253015213,
          0.9853161653979527,
          0.9853161653979527,
          0.9853161653979527,
          0.9853161653979527,
          0.9816871364823235,
          0.9816871364823235,
          0.9816871364823235,
          0.9816871364823235,
          0.9868836605280249,
          0.9868836605280249,
          0.9834179296243596,
          0.9834179296243596,
          0.9834179296243596,
          0.9834179296243596,
          0.9834179296243596,
          0.990115634886645,
          0.9895132835057957,
          0.9895132835057957,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          0.999447384054267,
          1.0162662503626543,
          1.0162662503626543,
          1.0162662503626543,
          1.0162662503626543,
          1.0188386775900418,
          1.0188386775900418,
          1.00687454236492,
          1.00687454236492,
          0.9900722545349044,
          0.9900722545349044,
          0.9900722545349044,
          0.9900722545349044,
          0.9900722545349044,
          0.9900722545349044,
          0.9900722545349044,
          0.9900722545349044,
          0.9900722545349044,
          0.9900722545349044,
          0.9900722545349044,
          1.009079479988395,
          1.0127543760275202,
          1.0127543760275202,
          1.0127543760275202,
          1.0127543760275202,
          1.0127543760275202,
          1.034013511459873,
          1.034013511459873,
          1.034013511459873,
          1.034013511459873,
          1.034013511459873,
          1.034013511459873,
          1.034013511459873,
          1.034013511459873,
          1.0490197974662556,
          1.0559482198858845,
          1.0559482198858845,
          1.0559482198858845,
          1.0559482198858845,
          1.0559482198858845,
          1.0534821712280504,
          1.0534821712280504,
          1.0659353715651463,
          1.0659353715651463,
          1.0890402442562477,
          1.0890402442562477,
          1.0890402442562477,
          1.0890402442562477,
          1.0890402442562477,
          1.0890402442562477,
          1.1026705165577548,
          1.1026705165577548,
          1.1026705165577548,
          1.1026705165577548,
          1.0788472431372005,
          1.0788472431372005,
          1.0649710567398418,
          1.0649710567398418,
          1.0618791705234651,
          1.0618791705234651,
          1.06055427379357,
          1.069704212315046,
          1.0608941326001957,
          1.0608941326001957,
          1.082778276667173,
          1.082778276667173,
          1.082778276667173,
          1.082778276667173,
          1.082778276667173,
          1.082778276667173,
          1.068861472997803,
          1.068861472997803,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0640675296685682,
          1.0781813409225918,
          1.0781813409225918,
          1.0781813409225918,
          1.0781813409225918,
          1.0781813409225918,
          1.0781813409225918,
          1.0781813409225918,
          1.0781813409225918,
          1.0781813409225918,
          1.0781813409225918,
          1.0781813409225918,
          1.0781813409225918,
          1.0781813409225918,
          1.0781813409225918,
          1.0781813409225918,
          1.0781813409225918,
          1.0781813409225918,
          1.0781813409225918,
          1.0249649779644388,
          1.0249649779644388,
          1.0246425265601036,
          1.0246425265601036,
          1.0246425265601036,
          1.0246425265601036,
          1.0020612574775842,
          1.0020612574775842,
          1.0020612574775842,
          1.0020612574775842,
          1.0020612574775842,
          1.0204329745934815,
          1.0204329745934815,
          1.0204329745934815,
          1.0204329745934815,
          1.0320053051130786,
          1.0320053051130786,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0239282704502435,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          1.0159982316289733,
          0.94500366108064,
          0.94500366108064,
          0.94500366108064,
          0.94500366108064,
          0.94500366108064,
          0.94500366108064,
          0.94500366108064,
          0.94500366108064,
          0.94500366108064,
          0.94500366108064,
          0.94500366108064,
          0.94500366108064,
          0.9738706602379008,
          0.9738706602379008,
          0.9738706602379008,
          0.9738706602379008,
          0.9738706602379008,
          0.9738706602379008,
          0.9738706602379008,
          0.9738706602379008,
          0.9738706602379008,
          0.9738706602379008,
          0.9738706602379008,
          0.9738706602379008,
          0.9738706602379008,
          0.9738706602379008,
          0.9738706602379008,
          0.9738706602379008,
          0.9738706602379008,
          0.9738706602379008,
          0.9717928242819444,
          0.9656770236105161,
          0.9656770236105161,
          0.9656770236105161,
          0.9656770236105161,
          0.9656770236105161,
          0.9656770236105161,
          0.9656770236105161,
          0.9656770236105161,
          0.9656770236105161,
          0.9586944448282055,
          0.9586944448282055,
          0.9523932415069836,
          0.9444383349681557,
          0.9444383349681557,
          0.9444383349681557,
          0.9444383349681557,
          0.9444383349681557,
          0.9444383349681557,
          0.9444383349681557,
          0.9444383349681557,
          0.9444383349681557,
          0.9444383349681557,
          0.9444383349681557,
          0.9444383349681557,
          0.9444383349681557,
          0.9406783360733876,
          0.9406783360733876,
          0.9406783360733876,
          0.9256040783056796,
          0.9256040783056796,
          0.9256040783056796,
          0.926095906497382,
          0.926095906497382,
          0.9212834505339652,
          0.9212834505339652,
          0.9085835071770997,
          0.9085835071770997,
          0.9085835071770997,
          0.9085835071770997,
          0.9085835071770997,
          0.9152776204357377,
          0.9199314756227291,
          0.9176298302087509,
          0.9176298302087509,
          0.9176298302087509,
          0.9176298302087509,
          0.9176298302087509,
          0.9176298302087509,
          0.9176298302087509,
          0.9366702126189852,
          0.9366702126189852,
          0.9376632634734676,
          0.9376632634734676,
          0.9196330630120333,
          0.9196330630120333,
          0.9192987303648646,
          0.9192987303648646,
          0.9192987303648646,
          0.9192987303648646,
          0.9122418247378529,
          0.9122418247378529,
          0.8992083776577373,
          0.8992083776577373,
          0.9160852686404266,
          0.9160852686404266,
          0.9181025931503255,
          0.9181025931503255,
          0.9181025931503255,
          0.9181025931503255,
          0.9181025931503255,
          0.9181025931503255,
          0.9181025931503255,
          0.9181025931503255,
          0.9181025931503255,
          0.9181025931503255,
          0.9181025931503255,
          0.9181025931503255,
          0.9181025931503255,
          0.9181025931503255,
          0.9243908099968227,
          0.9243908099968227,
          0.9243908099968227,
          0.9243908099968227,
          0.9243908099968227,
          0.9243908099968227,
          0.9243908099968227,
          0.9243908099968227,
          0.9243908099968227,
          0.9243908099968227,
          0.980313056933258,
          0.980313056933258,
          0.980313056933258,
          0.980313056933258,
          0.980313056933258,
          0.980313056933258,
          0.980313056933258,
          0.980313056933258,
          0.980313056933258,
          0.9696530953400663,
          0.9696530953400663,
          0.9696530953400663,
          0.9696530953400663,
          0.9696530953400663,
          0.9696530953400663,
          0.9696530953400663,
          0.9696530953400663,
          0.9696530953400663,
          0.9696530953400663,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.9778260088694861,
          0.997960847160245,
          0.997960847160245,
          0.997960847160245,
          0.997960847160245,
          0.997960847160245,
          0.997960847160245,
          0.997960847160245,
          1.0250122266277997,
          1.012892530013954,
          1.0311399085420614,
          1.0311399085420614,
          1.0311399085420614,
          1.0337095726897203,
          1.0337095726897203,
          1.0372739455396989,
          1.0372739455396989,
          1.0372739455396989,
          1.0372739455396989,
          1.0593647679703802,
          1.059911857756656,
          1.0547899368636287,
          1.0547899368636287,
          1.0547899368636287,
          1.0547899368636287,
          1.0547899368636287,
          1.0547899368636287,
          1.0547899368636287,
          1.0547899368636287,
          1.0766975671082994,
          1.0766975671082994,
          1.0766975671082994,
          1.0766975671082994,
          1.066011908873631,
          1.066011908873631,
          1.06509898733128,
          1.06509898733128,
          1.06509898733128,
          1.0307116311841182,
          1.0307116311841182,
          1.0307116311841182,
          1.0307116311841182,
          1.0307116311841182,
          1.0307116311841182,
          1.0307116311841182,
          1.0307116311841182,
          1.0307116311841182,
          1.0307116311841182,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0248475470759713,
          1.0203528452813508,
          1.0024619040382414,
          1.0024619040382414,
          1.0121686031250436,
          1.0321898788389545,
          1.0321898788389545,
          1.0321898788389545,
          1.0566975671082997
         ],
         "yaxis": "y3"
        },
        {
         "hoverinfo": "skip",
         "line": {
          "color": "rgba(0, 0, 0, 0)",
          "width": 0
         },
         "mode": "lines",
         "opacity": 0,
         "showlegend": false,
         "type": "scatter",
         "uid": "3bacd60f-1cd3-4213-bd0b-aceeb32b97a7",
         "x": [
          "2021-09-02T00:00:00+00:00",
          "2021-09-03T00:00:00+00:00",
          "2021-09-04T00:00:00+00:00",
          "2021-09-05T00:00:00+00:00",
          "2021-09-06T00:00:00+00:00",
          "2021-09-07T00:00:00+00:00",
          "2021-09-08T00:00:00+00:00",
          "2021-09-09T00:00:00+00:00",
          "2021-09-10T00:00:00+00:00",
          "2021-09-11T00:00:00+00:00",
          "2021-09-12T00:00:00+00:00",
          "2021-09-13T00:00:00+00:00",
          "2021-09-14T00:00:00+00:00",
          "2021-09-15T00:00:00+00:00",
          "2021-09-16T00:00:00+00:00",
          "2021-09-17T00:00:00+00:00",
          "2021-09-18T00:00:00+00:00",
          "2021-09-19T00:00:00+00:00",
          "2021-09-20T00:00:00+00:00",
          "2021-09-21T00:00:00+00:00",
          "2021-09-22T00:00:00+00:00",
          "2021-09-23T00:00:00+00:00",
          "2021-09-24T00:00:00+00:00",
          "2021-09-25T00:00:00+00:00",
          "2021-09-26T00:00:00+00:00",
          "2021-09-27T00:00:00+00:00",
          "2021-09-28T00:00:00+00:00",
          "2021-09-29T00:00:00+00:00",
          "2021-09-30T00:00:00+00:00",
          "2021-10-01T00:00:00+00:00",
          "2021-10-02T00:00:00+00:00",
          "2021-10-03T00:00:00+00:00",
          "2021-10-04T00:00:00+00:00",
          "2021-10-05T00:00:00+00:00",
          "2021-10-06T00:00:00+00:00",
          "2021-10-07T00:00:00+00:00",
          "2021-10-08T00:00:00+00:00",
          "2021-10-09T00:00:00+00:00",
          "2021-10-10T00:00:00+00:00",
          "2021-10-11T00:00:00+00:00",
          "2021-10-12T00:00:00+00:00",
          "2021-10-13T00:00:00+00:00",
          "2021-10-14T00:00:00+00:00",
          "2021-10-15T00:00:00+00:00",
          "2021-10-16T00:00:00+00:00",
          "2021-10-17T00:00:00+00:00",
          "2021-10-18T00:00:00+00:00",
          "2021-10-19T00:00:00+00:00",
          "2021-10-20T00:00:00+00:00",
          "2021-10-21T00:00:00+00:00",
          "2021-10-22T00:00:00+00:00",
          "2021-10-23T00:00:00+00:00",
          "2021-10-24T00:00:00+00:00",
          "2021-10-25T00:00:00+00:00",
          "2021-10-26T00:00:00+00:00",
          "2021-10-27T00:00:00+00:00",
          "2021-10-28T00:00:00+00:00",
          "2021-10-29T00:00:00+00:00",
          "2021-10-30T00:00:00+00:00",
          "2021-10-31T00:00:00+00:00",
          "2021-11-01T00:00:00+00:00",
          "2021-11-02T00:00:00+00:00",
          "2021-11-03T00:00:00+00:00",
          "2021-11-04T00:00:00+00:00",
          "2021-11-05T00:00:00+00:00",
          "2021-11-06T00:00:00+00:00",
          "2021-11-07T00:00:00+00:00",
          "2021-11-08T00:00:00+00:00",
          "2021-11-09T00:00:00+00:00",
          "2021-11-10T00:00:00+00:00",
          "2021-11-11T00:00:00+00:00",
          "2021-11-12T00:00:00+00:00",
          "2021-11-13T00:00:00+00:00",
          "2021-11-14T00:00:00+00:00",
          "2021-11-15T00:00:00+00:00",
          "2021-11-16T00:00:00+00:00",
          "2021-11-17T00:00:00+00:00",
          "2021-11-18T00:00:00+00:00",
          "2021-11-19T00:00:00+00:00",
          "2021-11-20T00:00:00+00:00",
          "2021-11-21T00:00:00+00:00",
          "2021-11-22T00:00:00+00:00",
          "2021-11-23T00:00:00+00:00",
          "2021-11-24T00:00:00+00:00",
          "2021-11-25T00:00:00+00:00",
          "2021-11-26T00:00:00+00:00",
          "2021-11-27T00:00:00+00:00",
          "2021-11-28T00:00:00+00:00",
          "2021-11-29T00:00:00+00:00",
          "2021-11-30T00:00:00+00:00",
          "2021-12-01T00:00:00+00:00",
          "2021-12-02T00:00:00+00:00",
          "2021-12-03T00:00:00+00:00",
          "2021-12-04T00:00:00+00:00",
          "2021-12-05T00:00:00+00:00",
          "2021-12-06T00:00:00+00:00",
          "2021-12-07T00:00:00+00:00",
          "2021-12-08T00:00:00+00:00",
          "2021-12-09T00:00:00+00:00",
          "2021-12-10T00:00:00+00:00",
          "2021-12-11T00:00:00+00:00",
          "2021-12-12T00:00:00+00:00",
          "2021-12-13T00:00:00+00:00",
          "2021-12-14T00:00:00+00:00",
          "2021-12-15T00:00:00+00:00",
          "2021-12-16T00:00:00+00:00",
          "2021-12-17T00:00:00+00:00",
          "2021-12-18T00:00:00+00:00",
          "2021-12-19T00:00:00+00:00",
          "2021-12-20T00:00:00+00:00",
          "2021-12-21T00:00:00+00:00",
          "2021-12-22T00:00:00+00:00",
          "2021-12-23T00:00:00+00:00",
          "2021-12-24T00:00:00+00:00",
          "2021-12-25T00:00:00+00:00",
          "2021-12-26T00:00:00+00:00",
          "2021-12-27T00:00:00+00:00",
          "2021-12-28T00:00:00+00:00",
          "2021-12-29T00:00:00+00:00",
          "2021-12-30T00:00:00+00:00",
          "2021-12-31T00:00:00+00:00",
          "2022-01-01T00:00:00+00:00",
          "2022-01-02T00:00:00+00:00",
          "2022-01-03T00:00:00+00:00",
          "2022-01-04T00:00:00+00:00",
          "2022-01-05T00:00:00+00:00",
          "2022-01-06T00:00:00+00:00",
          "2022-01-07T00:00:00+00:00",
          "2022-01-08T00:00:00+00:00",
          "2022-01-09T00:00:00+00:00",
          "2022-01-10T00:00:00+00:00",
          "2022-01-11T00:00:00+00:00",
          "2022-01-12T00:00:00+00:00",
          "2022-01-13T00:00:00+00:00",
          "2022-01-14T00:00:00+00:00",
          "2022-01-15T00:00:00+00:00",
          "2022-01-16T00:00:00+00:00",
          "2022-01-17T00:00:00+00:00",
          "2022-01-18T00:00:00+00:00",
          "2022-01-19T00:00:00+00:00",
          "2022-01-20T00:00:00+00:00",
          "2022-01-21T00:00:00+00:00",
          "2022-01-22T00:00:00+00:00",
          "2022-01-23T00:00:00+00:00",
          "2022-01-24T00:00:00+00:00",
          "2022-01-25T00:00:00+00:00",
          "2022-01-26T00:00:00+00:00",
          "2022-01-27T00:00:00+00:00",
          "2022-01-28T00:00:00+00:00",
          "2022-01-29T00:00:00+00:00",
          "2022-01-30T00:00:00+00:00",
          "2022-01-31T00:00:00+00:00",
          "2022-02-01T00:00:00+00:00",
          "2022-02-02T00:00:00+00:00",
          "2022-02-03T00:00:00+00:00",
          "2022-02-04T00:00:00+00:00",
          "2022-02-05T00:00:00+00:00",
          "2022-02-06T00:00:00+00:00",
          "2022-02-07T00:00:00+00:00",
          "2022-02-08T00:00:00+00:00",
          "2022-02-09T00:00:00+00:00",
          "2022-02-10T00:00:00+00:00",
          "2022-02-11T00:00:00+00:00",
          "2022-02-12T00:00:00+00:00",
          "2022-02-13T00:00:00+00:00",
          "2022-02-14T00:00:00+00:00",
          "2022-02-15T00:00:00+00:00",
          "2022-02-16T00:00:00+00:00",
          "2022-02-17T00:00:00+00:00",
          "2022-02-18T00:00:00+00:00",
          "2022-02-19T00:00:00+00:00",
          "2022-02-20T00:00:00+00:00",
          "2022-02-21T00:00:00+00:00",
          "2022-02-22T00:00:00+00:00",
          "2022-02-23T00:00:00+00:00",
          "2022-02-24T00:00:00+00:00",
          "2022-02-25T00:00:00+00:00",
          "2022-02-26T00:00:00+00:00",
          "2022-02-27T00:00:00+00:00",
          "2022-02-28T00:00:00+00:00",
          "2022-03-01T00:00:00+00:00",
          "2022-03-02T00:00:00+00:00",
          "2022-03-03T00:00:00+00:00",
          "2022-03-04T00:00:00+00:00",
          "2022-03-05T00:00:00+00:00",
          "2022-03-06T00:00:00+00:00",
          "2022-03-07T00:00:00+00:00",
          "2022-03-08T00:00:00+00:00",
          "2022-03-09T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-11T00:00:00+00:00",
          "2022-03-12T00:00:00+00:00",
          "2022-03-13T00:00:00+00:00",
          "2022-03-14T00:00:00+00:00",
          "2022-03-15T00:00:00+00:00",
          "2022-03-16T00:00:00+00:00",
          "2022-03-17T00:00:00+00:00",
          "2022-03-18T00:00:00+00:00",
          "2022-03-19T00:00:00+00:00",
          "2022-03-20T00:00:00+00:00",
          "2022-03-21T00:00:00+00:00",
          "2022-03-22T00:00:00+00:00",
          "2022-03-23T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-25T00:00:00+00:00",
          "2022-03-26T00:00:00+00:00",
          "2022-03-27T00:00:00+00:00",
          "2022-03-28T00:00:00+00:00",
          "2022-03-29T00:00:00+00:00",
          "2022-03-30T00:00:00+00:00",
          "2022-03-31T00:00:00+00:00",
          "2022-04-01T00:00:00+00:00",
          "2022-04-02T00:00:00+00:00",
          "2022-04-03T00:00:00+00:00",
          "2022-04-04T00:00:00+00:00",
          "2022-04-05T00:00:00+00:00",
          "2022-04-06T00:00:00+00:00",
          "2022-04-07T00:00:00+00:00",
          "2022-04-08T00:00:00+00:00",
          "2022-04-09T00:00:00+00:00",
          "2022-04-10T00:00:00+00:00",
          "2022-04-11T00:00:00+00:00",
          "2022-04-12T00:00:00+00:00",
          "2022-04-13T00:00:00+00:00",
          "2022-04-14T00:00:00+00:00",
          "2022-04-15T00:00:00+00:00",
          "2022-04-16T00:00:00+00:00",
          "2022-04-17T00:00:00+00:00",
          "2022-04-18T00:00:00+00:00",
          "2022-04-19T00:00:00+00:00",
          "2022-04-20T00:00:00+00:00",
          "2022-04-21T00:00:00+00:00",
          "2022-04-22T00:00:00+00:00",
          "2022-04-23T00:00:00+00:00",
          "2022-04-24T00:00:00+00:00",
          "2022-04-25T00:00:00+00:00",
          "2022-04-26T00:00:00+00:00",
          "2022-04-27T00:00:00+00:00",
          "2022-04-28T00:00:00+00:00",
          "2022-04-29T00:00:00+00:00",
          "2022-04-30T00:00:00+00:00",
          "2022-05-01T00:00:00+00:00",
          "2022-05-02T00:00:00+00:00",
          "2022-05-03T00:00:00+00:00",
          "2022-05-04T00:00:00+00:00",
          "2022-05-05T00:00:00+00:00",
          "2022-05-06T00:00:00+00:00",
          "2022-05-07T00:00:00+00:00",
          "2022-05-08T00:00:00+00:00",
          "2022-05-09T00:00:00+00:00",
          "2022-05-10T00:00:00+00:00",
          "2022-05-11T00:00:00+00:00",
          "2022-05-12T00:00:00+00:00",
          "2022-05-13T00:00:00+00:00",
          "2022-05-14T00:00:00+00:00",
          "2022-05-15T00:00:00+00:00",
          "2022-05-16T00:00:00+00:00",
          "2022-05-17T00:00:00+00:00",
          "2022-05-18T00:00:00+00:00",
          "2022-05-19T00:00:00+00:00",
          "2022-05-20T00:00:00+00:00",
          "2022-05-21T00:00:00+00:00",
          "2022-05-22T00:00:00+00:00",
          "2022-05-23T00:00:00+00:00",
          "2022-05-24T00:00:00+00:00",
          "2022-05-25T00:00:00+00:00",
          "2022-05-26T00:00:00+00:00",
          "2022-05-27T00:00:00+00:00",
          "2022-05-28T00:00:00+00:00",
          "2022-05-29T00:00:00+00:00",
          "2022-05-30T00:00:00+00:00",
          "2022-05-31T00:00:00+00:00",
          "2022-06-01T00:00:00+00:00",
          "2022-06-02T00:00:00+00:00",
          "2022-06-03T00:00:00+00:00",
          "2022-06-04T00:00:00+00:00",
          "2022-06-05T00:00:00+00:00",
          "2022-06-06T00:00:00+00:00",
          "2022-06-07T00:00:00+00:00",
          "2022-06-08T00:00:00+00:00",
          "2022-06-09T00:00:00+00:00",
          "2022-06-10T00:00:00+00:00",
          "2022-06-11T00:00:00+00:00",
          "2022-06-12T00:00:00+00:00",
          "2022-06-13T00:00:00+00:00",
          "2022-06-14T00:00:00+00:00",
          "2022-06-15T00:00:00+00:00",
          "2022-06-16T00:00:00+00:00",
          "2022-06-17T00:00:00+00:00",
          "2022-06-18T00:00:00+00:00",
          "2022-06-19T00:00:00+00:00",
          "2022-06-20T00:00:00+00:00",
          "2022-06-21T00:00:00+00:00",
          "2022-06-22T00:00:00+00:00",
          "2022-06-23T00:00:00+00:00",
          "2022-06-24T00:00:00+00:00",
          "2022-06-25T00:00:00+00:00",
          "2022-06-26T00:00:00+00:00",
          "2022-06-27T00:00:00+00:00",
          "2022-06-28T00:00:00+00:00",
          "2022-06-29T00:00:00+00:00",
          "2022-06-30T00:00:00+00:00",
          "2022-07-01T00:00:00+00:00",
          "2022-07-02T00:00:00+00:00",
          "2022-07-03T00:00:00+00:00",
          "2022-07-04T00:00:00+00:00",
          "2022-07-05T00:00:00+00:00",
          "2022-07-06T00:00:00+00:00",
          "2022-07-07T00:00:00+00:00",
          "2022-07-08T00:00:00+00:00",
          "2022-07-09T00:00:00+00:00",
          "2022-07-10T00:00:00+00:00",
          "2022-07-11T00:00:00+00:00",
          "2022-07-12T00:00:00+00:00",
          "2022-07-13T00:00:00+00:00",
          "2022-07-14T00:00:00+00:00",
          "2022-07-15T00:00:00+00:00",
          "2022-07-16T00:00:00+00:00",
          "2022-07-17T00:00:00+00:00",
          "2022-07-18T00:00:00+00:00",
          "2022-07-19T00:00:00+00:00",
          "2022-07-20T00:00:00+00:00",
          "2022-07-21T00:00:00+00:00",
          "2022-07-22T00:00:00+00:00",
          "2022-07-23T00:00:00+00:00",
          "2022-07-24T00:00:00+00:00",
          "2022-07-25T00:00:00+00:00",
          "2022-07-26T00:00:00+00:00",
          "2022-07-27T00:00:00+00:00",
          "2022-07-28T00:00:00+00:00",
          "2022-07-29T00:00:00+00:00",
          "2022-07-30T00:00:00+00:00",
          "2022-07-31T00:00:00+00:00",
          "2022-08-01T00:00:00+00:00",
          "2022-08-02T00:00:00+00:00",
          "2022-08-03T00:00:00+00:00",
          "2022-08-04T00:00:00+00:00",
          "2022-08-05T00:00:00+00:00",
          "2022-08-06T00:00:00+00:00",
          "2022-08-07T00:00:00+00:00",
          "2022-08-08T00:00:00+00:00",
          "2022-08-09T00:00:00+00:00",
          "2022-08-10T00:00:00+00:00",
          "2022-08-11T00:00:00+00:00",
          "2022-08-12T00:00:00+00:00",
          "2022-08-13T00:00:00+00:00",
          "2022-08-14T00:00:00+00:00",
          "2022-08-15T00:00:00+00:00",
          "2022-08-16T00:00:00+00:00",
          "2022-08-17T00:00:00+00:00",
          "2022-08-18T00:00:00+00:00",
          "2022-08-19T00:00:00+00:00",
          "2022-08-20T00:00:00+00:00",
          "2022-08-21T00:00:00+00:00",
          "2022-08-22T00:00:00+00:00",
          "2022-08-23T00:00:00+00:00",
          "2022-08-24T00:00:00+00:00",
          "2022-08-25T00:00:00+00:00",
          "2022-08-26T00:00:00+00:00",
          "2022-08-27T00:00:00+00:00",
          "2022-08-28T00:00:00+00:00",
          "2022-08-29T00:00:00+00:00",
          "2022-08-30T00:00:00+00:00",
          "2022-08-31T00:00:00+00:00",
          "2022-09-01T00:00:00+00:00",
          "2022-09-02T00:00:00+00:00",
          "2022-09-03T00:00:00+00:00",
          "2022-09-04T00:00:00+00:00",
          "2022-09-05T00:00:00+00:00",
          "2022-09-06T00:00:00+00:00",
          "2022-09-07T00:00:00+00:00",
          "2022-09-08T00:00:00+00:00",
          "2022-09-09T00:00:00+00:00",
          "2022-09-10T00:00:00+00:00",
          "2022-09-11T00:00:00+00:00",
          "2022-09-12T00:00:00+00:00",
          "2022-09-13T00:00:00+00:00",
          "2022-09-14T00:00:00+00:00",
          "2022-09-15T00:00:00+00:00",
          "2022-09-16T00:00:00+00:00",
          "2022-09-17T00:00:00+00:00",
          "2022-09-18T00:00:00+00:00",
          "2022-09-19T00:00:00+00:00",
          "2022-09-20T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-22T00:00:00+00:00",
          "2022-09-23T00:00:00+00:00",
          "2022-09-24T00:00:00+00:00",
          "2022-09-25T00:00:00+00:00",
          "2022-09-26T00:00:00+00:00",
          "2022-09-27T00:00:00+00:00",
          "2022-09-28T00:00:00+00:00",
          "2022-09-29T00:00:00+00:00",
          "2022-09-30T00:00:00+00:00",
          "2022-10-01T00:00:00+00:00",
          "2022-10-02T00:00:00+00:00",
          "2022-10-03T00:00:00+00:00",
          "2022-10-04T00:00:00+00:00",
          "2022-10-05T00:00:00+00:00",
          "2022-10-06T00:00:00+00:00",
          "2022-10-07T00:00:00+00:00",
          "2022-10-08T00:00:00+00:00",
          "2022-10-09T00:00:00+00:00",
          "2022-10-10T00:00:00+00:00",
          "2022-10-11T00:00:00+00:00",
          "2022-10-12T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-10-14T00:00:00+00:00",
          "2022-10-15T00:00:00+00:00",
          "2022-10-16T00:00:00+00:00",
          "2022-10-17T00:00:00+00:00",
          "2022-10-18T00:00:00+00:00",
          "2022-10-19T00:00:00+00:00",
          "2022-10-20T00:00:00+00:00",
          "2022-10-21T00:00:00+00:00",
          "2022-10-22T00:00:00+00:00",
          "2022-10-23T00:00:00+00:00",
          "2022-10-24T00:00:00+00:00",
          "2022-10-25T00:00:00+00:00",
          "2022-10-26T00:00:00+00:00",
          "2022-10-27T00:00:00+00:00",
          "2022-10-28T00:00:00+00:00",
          "2022-10-29T00:00:00+00:00",
          "2022-10-30T00:00:00+00:00",
          "2022-10-31T00:00:00+00:00",
          "2022-11-01T00:00:00+00:00",
          "2022-11-02T00:00:00+00:00",
          "2022-11-03T00:00:00+00:00",
          "2022-11-04T00:00:00+00:00",
          "2022-11-05T00:00:00+00:00",
          "2022-11-06T00:00:00+00:00",
          "2022-11-07T00:00:00+00:00",
          "2022-11-08T00:00:00+00:00",
          "2022-11-09T00:00:00+00:00",
          "2022-11-10T00:00:00+00:00",
          "2022-11-11T00:00:00+00:00",
          "2022-11-12T00:00:00+00:00",
          "2022-11-13T00:00:00+00:00",
          "2022-11-14T00:00:00+00:00",
          "2022-11-15T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-17T00:00:00+00:00",
          "2022-11-18T00:00:00+00:00",
          "2022-11-19T00:00:00+00:00",
          "2022-11-20T00:00:00+00:00",
          "2022-11-21T00:00:00+00:00",
          "2022-11-22T00:00:00+00:00",
          "2022-11-23T00:00:00+00:00",
          "2022-11-24T00:00:00+00:00",
          "2022-11-25T00:00:00+00:00",
          "2022-11-26T00:00:00+00:00",
          "2022-11-27T00:00:00+00:00",
          "2022-11-28T00:00:00+00:00",
          "2022-11-29T00:00:00+00:00",
          "2022-11-30T00:00:00+00:00",
          "2022-12-01T00:00:00+00:00",
          "2022-12-02T00:00:00+00:00",
          "2022-12-03T00:00:00+00:00",
          "2022-12-04T00:00:00+00:00",
          "2022-12-05T00:00:00+00:00",
          "2022-12-06T00:00:00+00:00",
          "2022-12-07T00:00:00+00:00",
          "2022-12-08T00:00:00+00:00",
          "2022-12-09T00:00:00+00:00",
          "2022-12-10T00:00:00+00:00",
          "2022-12-11T00:00:00+00:00",
          "2022-12-12T00:00:00+00:00",
          "2022-12-13T00:00:00+00:00",
          "2022-12-14T00:00:00+00:00",
          "2022-12-15T00:00:00+00:00",
          "2022-12-16T00:00:00+00:00",
          "2022-12-17T00:00:00+00:00",
          "2022-12-18T00:00:00+00:00",
          "2022-12-19T00:00:00+00:00",
          "2022-12-20T00:00:00+00:00",
          "2022-12-21T00:00:00+00:00",
          "2022-12-22T00:00:00+00:00",
          "2022-12-23T00:00:00+00:00",
          "2022-12-24T00:00:00+00:00",
          "2022-12-25T00:00:00+00:00",
          "2022-12-26T00:00:00+00:00",
          "2022-12-27T00:00:00+00:00",
          "2022-12-28T00:00:00+00:00",
          "2022-12-29T00:00:00+00:00",
          "2022-12-30T00:00:00+00:00",
          "2022-12-31T00:00:00+00:00",
          "2023-01-01T00:00:00+00:00",
          "2023-01-02T00:00:00+00:00",
          "2023-01-03T00:00:00+00:00",
          "2023-01-04T00:00:00+00:00",
          "2023-01-05T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-07T00:00:00+00:00",
          "2023-01-08T00:00:00+00:00",
          "2023-01-09T00:00:00+00:00",
          "2023-01-10T00:00:00+00:00",
          "2023-01-11T00:00:00+00:00",
          "2023-01-12T00:00:00+00:00",
          "2023-01-13T00:00:00+00:00",
          "2023-01-14T00:00:00+00:00",
          "2023-01-15T00:00:00+00:00",
          "2023-01-16T00:00:00+00:00",
          "2023-01-17T00:00:00+00:00",
          "2023-01-18T00:00:00+00:00",
          "2023-01-19T00:00:00+00:00",
          "2023-01-20T00:00:00+00:00",
          "2023-01-21T00:00:00+00:00",
          "2023-01-22T00:00:00+00:00",
          "2023-01-23T00:00:00+00:00",
          "2023-01-24T00:00:00+00:00",
          "2023-01-25T00:00:00+00:00",
          "2023-01-26T00:00:00+00:00",
          "2023-01-27T00:00:00+00:00",
          "2023-01-28T00:00:00+00:00",
          "2023-01-29T00:00:00+00:00",
          "2023-01-30T00:00:00+00:00",
          "2023-01-31T00:00:00+00:00",
          "2023-02-01T00:00:00+00:00",
          "2023-02-02T00:00:00+00:00",
          "2023-02-03T00:00:00+00:00",
          "2023-02-04T00:00:00+00:00",
          "2023-02-05T00:00:00+00:00",
          "2023-02-06T00:00:00+00:00",
          "2023-02-07T00:00:00+00:00",
          "2023-02-08T00:00:00+00:00",
          "2023-02-09T00:00:00+00:00",
          "2023-02-10T00:00:00+00:00",
          "2023-02-11T00:00:00+00:00",
          "2023-02-12T00:00:00+00:00",
          "2023-02-13T00:00:00+00:00",
          "2023-02-14T00:00:00+00:00",
          "2023-02-15T00:00:00+00:00",
          "2023-02-16T00:00:00+00:00",
          "2023-02-17T00:00:00+00:00",
          "2023-02-18T00:00:00+00:00",
          "2023-02-19T00:00:00+00:00",
          "2023-02-20T00:00:00+00:00",
          "2023-02-21T00:00:00+00:00",
          "2023-02-22T00:00:00+00:00",
          "2023-02-23T00:00:00+00:00",
          "2023-02-24T00:00:00+00:00",
          "2023-02-25T00:00:00+00:00",
          "2023-02-26T00:00:00+00:00",
          "2023-02-27T00:00:00+00:00",
          "2023-02-28T00:00:00+00:00",
          "2023-03-01T00:00:00+00:00",
          "2023-03-02T00:00:00+00:00",
          "2023-03-03T00:00:00+00:00",
          "2023-03-04T00:00:00+00:00",
          "2023-03-05T00:00:00+00:00",
          "2023-03-06T00:00:00+00:00",
          "2023-03-07T00:00:00+00:00",
          "2023-03-08T00:00:00+00:00",
          "2023-03-09T00:00:00+00:00",
          "2023-03-10T00:00:00+00:00",
          "2023-03-11T00:00:00+00:00",
          "2023-03-12T00:00:00+00:00",
          "2023-03-13T00:00:00+00:00"
         ],
         "xaxis": "x3",
         "y": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
         ],
         "yaxis": "y3"
        },
        {
         "connectgaps": false,
         "fill": "tonexty",
         "fillcolor": "rgba(0, 128, 0, 0.25)",
         "hoverinfo": "skip",
         "line": {
          "color": "rgba(0, 0, 0, 0)",
          "width": 0
         },
         "mode": "lines",
         "opacity": 0,
         "showlegend": false,
         "type": "scatter",
         "uid": "e73fa4df-7ebd-4dcb-aa80-b11dc6806cd8",
         "x": [
          "2021-09-02T00:00:00+00:00",
          "2021-09-03T00:00:00+00:00",
          "2021-09-04T00:00:00+00:00",
          "2021-09-05T00:00:00+00:00",
          "2021-09-06T00:00:00+00:00",
          "2021-09-07T00:00:00+00:00",
          "2021-09-08T00:00:00+00:00",
          "2021-09-09T00:00:00+00:00",
          "2021-09-10T00:00:00+00:00",
          "2021-09-11T00:00:00+00:00",
          "2021-09-12T00:00:00+00:00",
          "2021-09-13T00:00:00+00:00",
          "2021-09-14T00:00:00+00:00",
          "2021-09-15T00:00:00+00:00",
          "2021-09-16T00:00:00+00:00",
          "2021-09-17T00:00:00+00:00",
          "2021-09-18T00:00:00+00:00",
          "2021-09-19T00:00:00+00:00",
          "2021-09-20T00:00:00+00:00",
          "2021-09-21T00:00:00+00:00",
          "2021-09-22T00:00:00+00:00",
          "2021-09-23T00:00:00+00:00",
          "2021-09-24T00:00:00+00:00",
          "2021-09-25T00:00:00+00:00",
          "2021-09-26T00:00:00+00:00",
          "2021-09-27T00:00:00+00:00",
          "2021-09-28T00:00:00+00:00",
          "2021-09-29T00:00:00+00:00",
          "2021-09-30T00:00:00+00:00",
          "2021-10-01T00:00:00+00:00",
          "2021-10-02T00:00:00+00:00",
          "2021-10-03T00:00:00+00:00",
          "2021-10-04T00:00:00+00:00",
          "2021-10-05T00:00:00+00:00",
          "2021-10-06T00:00:00+00:00",
          "2021-10-07T00:00:00+00:00",
          "2021-10-08T00:00:00+00:00",
          "2021-10-09T00:00:00+00:00",
          "2021-10-10T00:00:00+00:00",
          "2021-10-11T00:00:00+00:00",
          "2021-10-12T00:00:00+00:00",
          "2021-10-13T00:00:00+00:00",
          "2021-10-14T00:00:00+00:00",
          "2021-10-15T00:00:00+00:00",
          "2021-10-16T00:00:00+00:00",
          "2021-10-17T00:00:00+00:00",
          "2021-10-18T00:00:00+00:00",
          "2021-10-19T00:00:00+00:00",
          "2021-10-20T00:00:00+00:00",
          "2021-10-21T00:00:00+00:00",
          "2021-10-22T00:00:00+00:00",
          "2021-10-23T00:00:00+00:00",
          "2021-10-24T00:00:00+00:00",
          "2021-10-25T00:00:00+00:00",
          "2021-10-26T00:00:00+00:00",
          "2021-10-27T00:00:00+00:00",
          "2021-10-28T00:00:00+00:00",
          "2021-10-29T00:00:00+00:00",
          "2021-10-30T00:00:00+00:00",
          "2021-10-31T00:00:00+00:00",
          "2021-11-01T00:00:00+00:00",
          "2021-11-02T00:00:00+00:00",
          "2021-11-03T00:00:00+00:00",
          "2021-11-04T00:00:00+00:00",
          "2021-11-05T00:00:00+00:00",
          "2021-11-06T00:00:00+00:00",
          "2021-11-07T00:00:00+00:00",
          "2021-11-08T00:00:00+00:00",
          "2021-11-09T00:00:00+00:00",
          "2021-11-10T00:00:00+00:00",
          "2021-11-11T00:00:00+00:00",
          "2021-11-12T00:00:00+00:00",
          "2021-11-13T00:00:00+00:00",
          "2021-11-14T00:00:00+00:00",
          "2021-11-15T00:00:00+00:00",
          "2021-11-16T00:00:00+00:00",
          "2021-11-17T00:00:00+00:00",
          "2021-11-18T00:00:00+00:00",
          "2021-11-19T00:00:00+00:00",
          "2021-11-20T00:00:00+00:00",
          "2021-11-21T00:00:00+00:00",
          "2021-11-22T00:00:00+00:00",
          "2021-11-23T00:00:00+00:00",
          "2021-11-24T00:00:00+00:00",
          "2021-11-25T00:00:00+00:00",
          "2021-11-26T00:00:00+00:00",
          "2021-11-27T00:00:00+00:00",
          "2021-11-28T00:00:00+00:00",
          "2021-11-29T00:00:00+00:00",
          "2021-11-30T00:00:00+00:00",
          "2021-12-01T00:00:00+00:00",
          "2021-12-02T00:00:00+00:00",
          "2021-12-03T00:00:00+00:00",
          "2021-12-04T00:00:00+00:00",
          "2021-12-05T00:00:00+00:00",
          "2021-12-06T00:00:00+00:00",
          "2021-12-07T00:00:00+00:00",
          "2021-12-08T00:00:00+00:00",
          "2021-12-09T00:00:00+00:00",
          "2021-12-10T00:00:00+00:00",
          "2021-12-11T00:00:00+00:00",
          "2021-12-12T00:00:00+00:00",
          "2021-12-13T00:00:00+00:00",
          "2021-12-14T00:00:00+00:00",
          "2021-12-15T00:00:00+00:00",
          "2021-12-16T00:00:00+00:00",
          "2021-12-17T00:00:00+00:00",
          "2021-12-18T00:00:00+00:00",
          "2021-12-19T00:00:00+00:00",
          "2021-12-20T00:00:00+00:00",
          "2021-12-21T00:00:00+00:00",
          "2021-12-22T00:00:00+00:00",
          "2021-12-23T00:00:00+00:00",
          "2021-12-24T00:00:00+00:00",
          "2021-12-25T00:00:00+00:00",
          "2021-12-26T00:00:00+00:00",
          "2021-12-27T00:00:00+00:00",
          "2021-12-28T00:00:00+00:00",
          "2021-12-29T00:00:00+00:00",
          "2021-12-30T00:00:00+00:00",
          "2021-12-31T00:00:00+00:00",
          "2022-01-01T00:00:00+00:00",
          "2022-01-02T00:00:00+00:00",
          "2022-01-03T00:00:00+00:00",
          "2022-01-04T00:00:00+00:00",
          "2022-01-05T00:00:00+00:00",
          "2022-01-06T00:00:00+00:00",
          "2022-01-07T00:00:00+00:00",
          "2022-01-08T00:00:00+00:00",
          "2022-01-09T00:00:00+00:00",
          "2022-01-10T00:00:00+00:00",
          "2022-01-11T00:00:00+00:00",
          "2022-01-12T00:00:00+00:00",
          "2022-01-13T00:00:00+00:00",
          "2022-01-14T00:00:00+00:00",
          "2022-01-15T00:00:00+00:00",
          "2022-01-16T00:00:00+00:00",
          "2022-01-17T00:00:00+00:00",
          "2022-01-18T00:00:00+00:00",
          "2022-01-19T00:00:00+00:00",
          "2022-01-20T00:00:00+00:00",
          "2022-01-21T00:00:00+00:00",
          "2022-01-22T00:00:00+00:00",
          "2022-01-23T00:00:00+00:00",
          "2022-01-24T00:00:00+00:00",
          "2022-01-25T00:00:00+00:00",
          "2022-01-26T00:00:00+00:00",
          "2022-01-27T00:00:00+00:00",
          "2022-01-28T00:00:00+00:00",
          "2022-01-29T00:00:00+00:00",
          "2022-01-30T00:00:00+00:00",
          "2022-01-31T00:00:00+00:00",
          "2022-02-01T00:00:00+00:00",
          "2022-02-02T00:00:00+00:00",
          "2022-02-03T00:00:00+00:00",
          "2022-02-04T00:00:00+00:00",
          "2022-02-05T00:00:00+00:00",
          "2022-02-06T00:00:00+00:00",
          "2022-02-07T00:00:00+00:00",
          "2022-02-08T00:00:00+00:00",
          "2022-02-09T00:00:00+00:00",
          "2022-02-10T00:00:00+00:00",
          "2022-02-11T00:00:00+00:00",
          "2022-02-12T00:00:00+00:00",
          "2022-02-13T00:00:00+00:00",
          "2022-02-14T00:00:00+00:00",
          "2022-02-15T00:00:00+00:00",
          "2022-02-16T00:00:00+00:00",
          "2022-02-17T00:00:00+00:00",
          "2022-02-18T00:00:00+00:00",
          "2022-02-19T00:00:00+00:00",
          "2022-02-20T00:00:00+00:00",
          "2022-02-21T00:00:00+00:00",
          "2022-02-22T00:00:00+00:00",
          "2022-02-23T00:00:00+00:00",
          "2022-02-24T00:00:00+00:00",
          "2022-02-25T00:00:00+00:00",
          "2022-02-26T00:00:00+00:00",
          "2022-02-27T00:00:00+00:00",
          "2022-02-28T00:00:00+00:00",
          "2022-03-01T00:00:00+00:00",
          "2022-03-02T00:00:00+00:00",
          "2022-03-03T00:00:00+00:00",
          "2022-03-04T00:00:00+00:00",
          "2022-03-05T00:00:00+00:00",
          "2022-03-06T00:00:00+00:00",
          "2022-03-07T00:00:00+00:00",
          "2022-03-08T00:00:00+00:00",
          "2022-03-09T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-11T00:00:00+00:00",
          "2022-03-12T00:00:00+00:00",
          "2022-03-13T00:00:00+00:00",
          "2022-03-14T00:00:00+00:00",
          "2022-03-15T00:00:00+00:00",
          "2022-03-16T00:00:00+00:00",
          "2022-03-17T00:00:00+00:00",
          "2022-03-18T00:00:00+00:00",
          "2022-03-19T00:00:00+00:00",
          "2022-03-20T00:00:00+00:00",
          "2022-03-21T00:00:00+00:00",
          "2022-03-22T00:00:00+00:00",
          "2022-03-23T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-25T00:00:00+00:00",
          "2022-03-26T00:00:00+00:00",
          "2022-03-27T00:00:00+00:00",
          "2022-03-28T00:00:00+00:00",
          "2022-03-29T00:00:00+00:00",
          "2022-03-30T00:00:00+00:00",
          "2022-03-31T00:00:00+00:00",
          "2022-04-01T00:00:00+00:00",
          "2022-04-02T00:00:00+00:00",
          "2022-04-03T00:00:00+00:00",
          "2022-04-04T00:00:00+00:00",
          "2022-04-05T00:00:00+00:00",
          "2022-04-06T00:00:00+00:00",
          "2022-04-07T00:00:00+00:00",
          "2022-04-08T00:00:00+00:00",
          "2022-04-09T00:00:00+00:00",
          "2022-04-10T00:00:00+00:00",
          "2022-04-11T00:00:00+00:00",
          "2022-04-12T00:00:00+00:00",
          "2022-04-13T00:00:00+00:00",
          "2022-04-14T00:00:00+00:00",
          "2022-04-15T00:00:00+00:00",
          "2022-04-16T00:00:00+00:00",
          "2022-04-17T00:00:00+00:00",
          "2022-04-18T00:00:00+00:00",
          "2022-04-19T00:00:00+00:00",
          "2022-04-20T00:00:00+00:00",
          "2022-04-21T00:00:00+00:00",
          "2022-04-22T00:00:00+00:00",
          "2022-04-23T00:00:00+00:00",
          "2022-04-24T00:00:00+00:00",
          "2022-04-25T00:00:00+00:00",
          "2022-04-26T00:00:00+00:00",
          "2022-04-27T00:00:00+00:00",
          "2022-04-28T00:00:00+00:00",
          "2022-04-29T00:00:00+00:00",
          "2022-04-30T00:00:00+00:00",
          "2022-05-01T00:00:00+00:00",
          "2022-05-02T00:00:00+00:00",
          "2022-05-03T00:00:00+00:00",
          "2022-05-04T00:00:00+00:00",
          "2022-05-05T00:00:00+00:00",
          "2022-05-06T00:00:00+00:00",
          "2022-05-07T00:00:00+00:00",
          "2022-05-08T00:00:00+00:00",
          "2022-05-09T00:00:00+00:00",
          "2022-05-10T00:00:00+00:00",
          "2022-05-11T00:00:00+00:00",
          "2022-05-12T00:00:00+00:00",
          "2022-05-13T00:00:00+00:00",
          "2022-05-14T00:00:00+00:00",
          "2022-05-15T00:00:00+00:00",
          "2022-05-16T00:00:00+00:00",
          "2022-05-17T00:00:00+00:00",
          "2022-05-18T00:00:00+00:00",
          "2022-05-19T00:00:00+00:00",
          "2022-05-20T00:00:00+00:00",
          "2022-05-21T00:00:00+00:00",
          "2022-05-22T00:00:00+00:00",
          "2022-05-23T00:00:00+00:00",
          "2022-05-24T00:00:00+00:00",
          "2022-05-25T00:00:00+00:00",
          "2022-05-26T00:00:00+00:00",
          "2022-05-27T00:00:00+00:00",
          "2022-05-28T00:00:00+00:00",
          "2022-05-29T00:00:00+00:00",
          "2022-05-30T00:00:00+00:00",
          "2022-05-31T00:00:00+00:00",
          "2022-06-01T00:00:00+00:00",
          "2022-06-02T00:00:00+00:00",
          "2022-06-03T00:00:00+00:00",
          "2022-06-04T00:00:00+00:00",
          "2022-06-05T00:00:00+00:00",
          "2022-06-06T00:00:00+00:00",
          "2022-06-07T00:00:00+00:00",
          "2022-06-08T00:00:00+00:00",
          "2022-06-09T00:00:00+00:00",
          "2022-06-10T00:00:00+00:00",
          "2022-06-11T00:00:00+00:00",
          "2022-06-12T00:00:00+00:00",
          "2022-06-13T00:00:00+00:00",
          "2022-06-14T00:00:00+00:00",
          "2022-06-15T00:00:00+00:00",
          "2022-06-16T00:00:00+00:00",
          "2022-06-17T00:00:00+00:00",
          "2022-06-18T00:00:00+00:00",
          "2022-06-19T00:00:00+00:00",
          "2022-06-20T00:00:00+00:00",
          "2022-06-21T00:00:00+00:00",
          "2022-06-22T00:00:00+00:00",
          "2022-06-23T00:00:00+00:00",
          "2022-06-24T00:00:00+00:00",
          "2022-06-25T00:00:00+00:00",
          "2022-06-26T00:00:00+00:00",
          "2022-06-27T00:00:00+00:00",
          "2022-06-28T00:00:00+00:00",
          "2022-06-29T00:00:00+00:00",
          "2022-06-30T00:00:00+00:00",
          "2022-07-01T00:00:00+00:00",
          "2022-07-02T00:00:00+00:00",
          "2022-07-03T00:00:00+00:00",
          "2022-07-04T00:00:00+00:00",
          "2022-07-05T00:00:00+00:00",
          "2022-07-06T00:00:00+00:00",
          "2022-07-07T00:00:00+00:00",
          "2022-07-08T00:00:00+00:00",
          "2022-07-09T00:00:00+00:00",
          "2022-07-10T00:00:00+00:00",
          "2022-07-11T00:00:00+00:00",
          "2022-07-12T00:00:00+00:00",
          "2022-07-13T00:00:00+00:00",
          "2022-07-14T00:00:00+00:00",
          "2022-07-15T00:00:00+00:00",
          "2022-07-16T00:00:00+00:00",
          "2022-07-17T00:00:00+00:00",
          "2022-07-18T00:00:00+00:00",
          "2022-07-19T00:00:00+00:00",
          "2022-07-20T00:00:00+00:00",
          "2022-07-21T00:00:00+00:00",
          "2022-07-22T00:00:00+00:00",
          "2022-07-23T00:00:00+00:00",
          "2022-07-24T00:00:00+00:00",
          "2022-07-25T00:00:00+00:00",
          "2022-07-26T00:00:00+00:00",
          "2022-07-27T00:00:00+00:00",
          "2022-07-28T00:00:00+00:00",
          "2022-07-29T00:00:00+00:00",
          "2022-07-30T00:00:00+00:00",
          "2022-07-31T00:00:00+00:00",
          "2022-08-01T00:00:00+00:00",
          "2022-08-02T00:00:00+00:00",
          "2022-08-03T00:00:00+00:00",
          "2022-08-04T00:00:00+00:00",
          "2022-08-05T00:00:00+00:00",
          "2022-08-06T00:00:00+00:00",
          "2022-08-07T00:00:00+00:00",
          "2022-08-08T00:00:00+00:00",
          "2022-08-09T00:00:00+00:00",
          "2022-08-10T00:00:00+00:00",
          "2022-08-11T00:00:00+00:00",
          "2022-08-12T00:00:00+00:00",
          "2022-08-13T00:00:00+00:00",
          "2022-08-14T00:00:00+00:00",
          "2022-08-15T00:00:00+00:00",
          "2022-08-16T00:00:00+00:00",
          "2022-08-17T00:00:00+00:00",
          "2022-08-18T00:00:00+00:00",
          "2022-08-19T00:00:00+00:00",
          "2022-08-20T00:00:00+00:00",
          "2022-08-21T00:00:00+00:00",
          "2022-08-22T00:00:00+00:00",
          "2022-08-23T00:00:00+00:00",
          "2022-08-24T00:00:00+00:00",
          "2022-08-25T00:00:00+00:00",
          "2022-08-26T00:00:00+00:00",
          "2022-08-27T00:00:00+00:00",
          "2022-08-28T00:00:00+00:00",
          "2022-08-29T00:00:00+00:00",
          "2022-08-30T00:00:00+00:00",
          "2022-08-31T00:00:00+00:00",
          "2022-09-01T00:00:00+00:00",
          "2022-09-02T00:00:00+00:00",
          "2022-09-03T00:00:00+00:00",
          "2022-09-04T00:00:00+00:00",
          "2022-09-05T00:00:00+00:00",
          "2022-09-06T00:00:00+00:00",
          "2022-09-07T00:00:00+00:00",
          "2022-09-08T00:00:00+00:00",
          "2022-09-09T00:00:00+00:00",
          "2022-09-10T00:00:00+00:00",
          "2022-09-11T00:00:00+00:00",
          "2022-09-12T00:00:00+00:00",
          "2022-09-13T00:00:00+00:00",
          "2022-09-14T00:00:00+00:00",
          "2022-09-15T00:00:00+00:00",
          "2022-09-16T00:00:00+00:00",
          "2022-09-17T00:00:00+00:00",
          "2022-09-18T00:00:00+00:00",
          "2022-09-19T00:00:00+00:00",
          "2022-09-20T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-22T00:00:00+00:00",
          "2022-09-23T00:00:00+00:00",
          "2022-09-24T00:00:00+00:00",
          "2022-09-25T00:00:00+00:00",
          "2022-09-26T00:00:00+00:00",
          "2022-09-27T00:00:00+00:00",
          "2022-09-28T00:00:00+00:00",
          "2022-09-29T00:00:00+00:00",
          "2022-09-30T00:00:00+00:00",
          "2022-10-01T00:00:00+00:00",
          "2022-10-02T00:00:00+00:00",
          "2022-10-03T00:00:00+00:00",
          "2022-10-04T00:00:00+00:00",
          "2022-10-05T00:00:00+00:00",
          "2022-10-06T00:00:00+00:00",
          "2022-10-07T00:00:00+00:00",
          "2022-10-08T00:00:00+00:00",
          "2022-10-09T00:00:00+00:00",
          "2022-10-10T00:00:00+00:00",
          "2022-10-11T00:00:00+00:00",
          "2022-10-12T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-10-14T00:00:00+00:00",
          "2022-10-15T00:00:00+00:00",
          "2022-10-16T00:00:00+00:00",
          "2022-10-17T00:00:00+00:00",
          "2022-10-18T00:00:00+00:00",
          "2022-10-19T00:00:00+00:00",
          "2022-10-20T00:00:00+00:00",
          "2022-10-21T00:00:00+00:00",
          "2022-10-22T00:00:00+00:00",
          "2022-10-23T00:00:00+00:00",
          "2022-10-24T00:00:00+00:00",
          "2022-10-25T00:00:00+00:00",
          "2022-10-26T00:00:00+00:00",
          "2022-10-27T00:00:00+00:00",
          "2022-10-28T00:00:00+00:00",
          "2022-10-29T00:00:00+00:00",
          "2022-10-30T00:00:00+00:00",
          "2022-10-31T00:00:00+00:00",
          "2022-11-01T00:00:00+00:00",
          "2022-11-02T00:00:00+00:00",
          "2022-11-03T00:00:00+00:00",
          "2022-11-04T00:00:00+00:00",
          "2022-11-05T00:00:00+00:00",
          "2022-11-06T00:00:00+00:00",
          "2022-11-07T00:00:00+00:00",
          "2022-11-08T00:00:00+00:00",
          "2022-11-09T00:00:00+00:00",
          "2022-11-10T00:00:00+00:00",
          "2022-11-11T00:00:00+00:00",
          "2022-11-12T00:00:00+00:00",
          "2022-11-13T00:00:00+00:00",
          "2022-11-14T00:00:00+00:00",
          "2022-11-15T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-17T00:00:00+00:00",
          "2022-11-18T00:00:00+00:00",
          "2022-11-19T00:00:00+00:00",
          "2022-11-20T00:00:00+00:00",
          "2022-11-21T00:00:00+00:00",
          "2022-11-22T00:00:00+00:00",
          "2022-11-23T00:00:00+00:00",
          "2022-11-24T00:00:00+00:00",
          "2022-11-25T00:00:00+00:00",
          "2022-11-26T00:00:00+00:00",
          "2022-11-27T00:00:00+00:00",
          "2022-11-28T00:00:00+00:00",
          "2022-11-29T00:00:00+00:00",
          "2022-11-30T00:00:00+00:00",
          "2022-12-01T00:00:00+00:00",
          "2022-12-02T00:00:00+00:00",
          "2022-12-03T00:00:00+00:00",
          "2022-12-04T00:00:00+00:00",
          "2022-12-05T00:00:00+00:00",
          "2022-12-06T00:00:00+00:00",
          "2022-12-07T00:00:00+00:00",
          "2022-12-08T00:00:00+00:00",
          "2022-12-09T00:00:00+00:00",
          "2022-12-10T00:00:00+00:00",
          "2022-12-11T00:00:00+00:00",
          "2022-12-12T00:00:00+00:00",
          "2022-12-13T00:00:00+00:00",
          "2022-12-14T00:00:00+00:00",
          "2022-12-15T00:00:00+00:00",
          "2022-12-16T00:00:00+00:00",
          "2022-12-17T00:00:00+00:00",
          "2022-12-18T00:00:00+00:00",
          "2022-12-19T00:00:00+00:00",
          "2022-12-20T00:00:00+00:00",
          "2022-12-21T00:00:00+00:00",
          "2022-12-22T00:00:00+00:00",
          "2022-12-23T00:00:00+00:00",
          "2022-12-24T00:00:00+00:00",
          "2022-12-25T00:00:00+00:00",
          "2022-12-26T00:00:00+00:00",
          "2022-12-27T00:00:00+00:00",
          "2022-12-28T00:00:00+00:00",
          "2022-12-29T00:00:00+00:00",
          "2022-12-30T00:00:00+00:00",
          "2022-12-31T00:00:00+00:00",
          "2023-01-01T00:00:00+00:00",
          "2023-01-02T00:00:00+00:00",
          "2023-01-03T00:00:00+00:00",
          "2023-01-04T00:00:00+00:00",
          "2023-01-05T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-07T00:00:00+00:00",
          "2023-01-08T00:00:00+00:00",
          "2023-01-09T00:00:00+00:00",
          "2023-01-10T00:00:00+00:00",
          "2023-01-11T00:00:00+00:00",
          "2023-01-12T00:00:00+00:00",
          "2023-01-13T00:00:00+00:00",
          "2023-01-14T00:00:00+00:00",
          "2023-01-15T00:00:00+00:00",
          "2023-01-16T00:00:00+00:00",
          "2023-01-17T00:00:00+00:00",
          "2023-01-18T00:00:00+00:00",
          "2023-01-19T00:00:00+00:00",
          "2023-01-20T00:00:00+00:00",
          "2023-01-21T00:00:00+00:00",
          "2023-01-22T00:00:00+00:00",
          "2023-01-23T00:00:00+00:00",
          "2023-01-24T00:00:00+00:00",
          "2023-01-25T00:00:00+00:00",
          "2023-01-26T00:00:00+00:00",
          "2023-01-27T00:00:00+00:00",
          "2023-01-28T00:00:00+00:00",
          "2023-01-29T00:00:00+00:00",
          "2023-01-30T00:00:00+00:00",
          "2023-01-31T00:00:00+00:00",
          "2023-02-01T00:00:00+00:00",
          "2023-02-02T00:00:00+00:00",
          "2023-02-03T00:00:00+00:00",
          "2023-02-04T00:00:00+00:00",
          "2023-02-05T00:00:00+00:00",
          "2023-02-06T00:00:00+00:00",
          "2023-02-07T00:00:00+00:00",
          "2023-02-08T00:00:00+00:00",
          "2023-02-09T00:00:00+00:00",
          "2023-02-10T00:00:00+00:00",
          "2023-02-11T00:00:00+00:00",
          "2023-02-12T00:00:00+00:00",
          "2023-02-13T00:00:00+00:00",
          "2023-02-14T00:00:00+00:00",
          "2023-02-15T00:00:00+00:00",
          "2023-02-16T00:00:00+00:00",
          "2023-02-17T00:00:00+00:00",
          "2023-02-18T00:00:00+00:00",
          "2023-02-19T00:00:00+00:00",
          "2023-02-20T00:00:00+00:00",
          "2023-02-21T00:00:00+00:00",
          "2023-02-22T00:00:00+00:00",
          "2023-02-23T00:00:00+00:00",
          "2023-02-24T00:00:00+00:00",
          "2023-02-25T00:00:00+00:00",
          "2023-02-26T00:00:00+00:00",
          "2023-02-27T00:00:00+00:00",
          "2023-02-28T00:00:00+00:00",
          "2023-03-01T00:00:00+00:00",
          "2023-03-02T00:00:00+00:00",
          "2023-03-03T00:00:00+00:00",
          "2023-03-04T00:00:00+00:00",
          "2023-03-05T00:00:00+00:00",
          "2023-03-06T00:00:00+00:00",
          "2023-03-07T00:00:00+00:00",
          "2023-03-08T00:00:00+00:00",
          "2023-03-09T00:00:00+00:00",
          "2023-03-10T00:00:00+00:00",
          "2023-03-11T00:00:00+00:00",
          "2023-03-12T00:00:00+00:00",
          "2023-03-13T00:00:00+00:00"
         ],
         "xaxis": "x3",
         "y": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1.0076962298938408,
          1.0076962298938408,
          1.0091556870797203,
          1.0091556870797203,
          1.0091556870797203,
          1.0091556870797203,
          1.0164918762863764,
          1.0164918762863764,
          1.0164918762863764,
          1.0164918762863764,
          1.0164918762863764,
          1.0105232838073241,
          1.0105232838073241,
          1.0105232838073241,
          1.0105232838073241,
          1.0049597188399066,
          1.0049597188399066,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.0394339126135763,
          1.0394339126135763,
          1.0394339126135763,
          1.0394339126135763,
          1.0394339126135763,
          1.0394339126135763,
          1.0394339126135763,
          1.0394339126135763,
          1.0394339126135763,
          1.0418289389296196,
          1.0418289389296196,
          1.0439902532874752,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0504855444514725,
          1.0504855444514725,
          1.0504855444514725,
          1.042777566251313,
          1.042777566251313,
          1.042777566251313,
          1.0391331691518497,
          1.0391331691518497,
          1.0420212632771897,
          1.0420212632771897,
          1.0420212632771897,
          1.0420212632771897,
          1.0420212632771897,
          1.0420212632771897,
          1.0420212632771897,
          1.0419186371982503,
          1.039188341137738,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.0378971678982574,
          1.0378971678982574,
          1.035471731248656,
          1.035471731248656,
          1.035471731248656,
          1.035471731248656,
          1.0403041461909166,
          1.0403041461909166,
          1.0450233010923913,
          1.0450233010923913,
          1.0389125107302524,
          1.0389125107302524,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0354559323574315,
          1.0354559323574315,
          1.0354559323574315,
          1.0354559323574315,
          1.0354559323574315,
          1.0354559323574315,
          1.0354559323574315,
          1.0354559323574315,
          1.0354559323574315,
          1.0354559323574315,
          1.0352388585483756,
          1.0352388585483756,
          1.0352388585483756,
          1.0352388585483756,
          1.0352388585483756,
          1.0352388585483756,
          1.0352388585483756,
          1.0352388585483756,
          1.0352388585483756,
          1.038563354199285,
          1.038563354199285,
          1.038563354199285,
          1.038563354199285,
          1.038563354199285,
          1.038563354199285,
          1.038563354199285,
          1.038563354199285,
          1.038563354199285,
          1.038563354199285,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0153364692785671,
          1.0192602696854862,
          1.0051753326648187,
          1.0051753326648187,
          1.0051753326648187,
          1.007450720923919,
          1.007450720923919,
          1.0063092567686684,
          1.0063092567686684,
          1.0063092567686684,
          1.0063092567686684,
          1,
          1,
          1.000718487946479,
          1.000718487946479,
          1.000718487946479,
          1.000718487946479,
          1.000718487946479,
          1.000718487946479,
          1.000718487946479,
          1.000718487946479,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0158912732889336,
          1.0211199204050005,
          1.0211199204050005,
          1.0086269119750284,
          1.0041281490227922,
          1.0041281490227922,
          1.0041281490227922,
          1
         ],
         "yaxis": "y3"
        },
        {
         "hoverinfo": "skip",
         "line": {
          "color": "rgba(0, 0, 0, 0)",
          "width": 0
         },
         "mode": "lines",
         "opacity": 0,
         "showlegend": false,
         "type": "scatter",
         "uid": "593abbe0-fcb2-43f9-83e2-0b622bcde883",
         "x": [
          "2021-09-02T00:00:00+00:00",
          "2021-09-03T00:00:00+00:00",
          "2021-09-04T00:00:00+00:00",
          "2021-09-05T00:00:00+00:00",
          "2021-09-06T00:00:00+00:00",
          "2021-09-07T00:00:00+00:00",
          "2021-09-08T00:00:00+00:00",
          "2021-09-09T00:00:00+00:00",
          "2021-09-10T00:00:00+00:00",
          "2021-09-11T00:00:00+00:00",
          "2021-09-12T00:00:00+00:00",
          "2021-09-13T00:00:00+00:00",
          "2021-09-14T00:00:00+00:00",
          "2021-09-15T00:00:00+00:00",
          "2021-09-16T00:00:00+00:00",
          "2021-09-17T00:00:00+00:00",
          "2021-09-18T00:00:00+00:00",
          "2021-09-19T00:00:00+00:00",
          "2021-09-20T00:00:00+00:00",
          "2021-09-21T00:00:00+00:00",
          "2021-09-22T00:00:00+00:00",
          "2021-09-23T00:00:00+00:00",
          "2021-09-24T00:00:00+00:00",
          "2021-09-25T00:00:00+00:00",
          "2021-09-26T00:00:00+00:00",
          "2021-09-27T00:00:00+00:00",
          "2021-09-28T00:00:00+00:00",
          "2021-09-29T00:00:00+00:00",
          "2021-09-30T00:00:00+00:00",
          "2021-10-01T00:00:00+00:00",
          "2021-10-02T00:00:00+00:00",
          "2021-10-03T00:00:00+00:00",
          "2021-10-04T00:00:00+00:00",
          "2021-10-05T00:00:00+00:00",
          "2021-10-06T00:00:00+00:00",
          "2021-10-07T00:00:00+00:00",
          "2021-10-08T00:00:00+00:00",
          "2021-10-09T00:00:00+00:00",
          "2021-10-10T00:00:00+00:00",
          "2021-10-11T00:00:00+00:00",
          "2021-10-12T00:00:00+00:00",
          "2021-10-13T00:00:00+00:00",
          "2021-10-14T00:00:00+00:00",
          "2021-10-15T00:00:00+00:00",
          "2021-10-16T00:00:00+00:00",
          "2021-10-17T00:00:00+00:00",
          "2021-10-18T00:00:00+00:00",
          "2021-10-19T00:00:00+00:00",
          "2021-10-20T00:00:00+00:00",
          "2021-10-21T00:00:00+00:00",
          "2021-10-22T00:00:00+00:00",
          "2021-10-23T00:00:00+00:00",
          "2021-10-24T00:00:00+00:00",
          "2021-10-25T00:00:00+00:00",
          "2021-10-26T00:00:00+00:00",
          "2021-10-27T00:00:00+00:00",
          "2021-10-28T00:00:00+00:00",
          "2021-10-29T00:00:00+00:00",
          "2021-10-30T00:00:00+00:00",
          "2021-10-31T00:00:00+00:00",
          "2021-11-01T00:00:00+00:00",
          "2021-11-02T00:00:00+00:00",
          "2021-11-03T00:00:00+00:00",
          "2021-11-04T00:00:00+00:00",
          "2021-11-05T00:00:00+00:00",
          "2021-11-06T00:00:00+00:00",
          "2021-11-07T00:00:00+00:00",
          "2021-11-08T00:00:00+00:00",
          "2021-11-09T00:00:00+00:00",
          "2021-11-10T00:00:00+00:00",
          "2021-11-11T00:00:00+00:00",
          "2021-11-12T00:00:00+00:00",
          "2021-11-13T00:00:00+00:00",
          "2021-11-14T00:00:00+00:00",
          "2021-11-15T00:00:00+00:00",
          "2021-11-16T00:00:00+00:00",
          "2021-11-17T00:00:00+00:00",
          "2021-11-18T00:00:00+00:00",
          "2021-11-19T00:00:00+00:00",
          "2021-11-20T00:00:00+00:00",
          "2021-11-21T00:00:00+00:00",
          "2021-11-22T00:00:00+00:00",
          "2021-11-23T00:00:00+00:00",
          "2021-11-24T00:00:00+00:00",
          "2021-11-25T00:00:00+00:00",
          "2021-11-26T00:00:00+00:00",
          "2021-11-27T00:00:00+00:00",
          "2021-11-28T00:00:00+00:00",
          "2021-11-29T00:00:00+00:00",
          "2021-11-30T00:00:00+00:00",
          "2021-12-01T00:00:00+00:00",
          "2021-12-02T00:00:00+00:00",
          "2021-12-03T00:00:00+00:00",
          "2021-12-04T00:00:00+00:00",
          "2021-12-05T00:00:00+00:00",
          "2021-12-06T00:00:00+00:00",
          "2021-12-07T00:00:00+00:00",
          "2021-12-08T00:00:00+00:00",
          "2021-12-09T00:00:00+00:00",
          "2021-12-10T00:00:00+00:00",
          "2021-12-11T00:00:00+00:00",
          "2021-12-12T00:00:00+00:00",
          "2021-12-13T00:00:00+00:00",
          "2021-12-14T00:00:00+00:00",
          "2021-12-15T00:00:00+00:00",
          "2021-12-16T00:00:00+00:00",
          "2021-12-17T00:00:00+00:00",
          "2021-12-18T00:00:00+00:00",
          "2021-12-19T00:00:00+00:00",
          "2021-12-20T00:00:00+00:00",
          "2021-12-21T00:00:00+00:00",
          "2021-12-22T00:00:00+00:00",
          "2021-12-23T00:00:00+00:00",
          "2021-12-24T00:00:00+00:00",
          "2021-12-25T00:00:00+00:00",
          "2021-12-26T00:00:00+00:00",
          "2021-12-27T00:00:00+00:00",
          "2021-12-28T00:00:00+00:00",
          "2021-12-29T00:00:00+00:00",
          "2021-12-30T00:00:00+00:00",
          "2021-12-31T00:00:00+00:00",
          "2022-01-01T00:00:00+00:00",
          "2022-01-02T00:00:00+00:00",
          "2022-01-03T00:00:00+00:00",
          "2022-01-04T00:00:00+00:00",
          "2022-01-05T00:00:00+00:00",
          "2022-01-06T00:00:00+00:00",
          "2022-01-07T00:00:00+00:00",
          "2022-01-08T00:00:00+00:00",
          "2022-01-09T00:00:00+00:00",
          "2022-01-10T00:00:00+00:00",
          "2022-01-11T00:00:00+00:00",
          "2022-01-12T00:00:00+00:00",
          "2022-01-13T00:00:00+00:00",
          "2022-01-14T00:00:00+00:00",
          "2022-01-15T00:00:00+00:00",
          "2022-01-16T00:00:00+00:00",
          "2022-01-17T00:00:00+00:00",
          "2022-01-18T00:00:00+00:00",
          "2022-01-19T00:00:00+00:00",
          "2022-01-20T00:00:00+00:00",
          "2022-01-21T00:00:00+00:00",
          "2022-01-22T00:00:00+00:00",
          "2022-01-23T00:00:00+00:00",
          "2022-01-24T00:00:00+00:00",
          "2022-01-25T00:00:00+00:00",
          "2022-01-26T00:00:00+00:00",
          "2022-01-27T00:00:00+00:00",
          "2022-01-28T00:00:00+00:00",
          "2022-01-29T00:00:00+00:00",
          "2022-01-30T00:00:00+00:00",
          "2022-01-31T00:00:00+00:00",
          "2022-02-01T00:00:00+00:00",
          "2022-02-02T00:00:00+00:00",
          "2022-02-03T00:00:00+00:00",
          "2022-02-04T00:00:00+00:00",
          "2022-02-05T00:00:00+00:00",
          "2022-02-06T00:00:00+00:00",
          "2022-02-07T00:00:00+00:00",
          "2022-02-08T00:00:00+00:00",
          "2022-02-09T00:00:00+00:00",
          "2022-02-10T00:00:00+00:00",
          "2022-02-11T00:00:00+00:00",
          "2022-02-12T00:00:00+00:00",
          "2022-02-13T00:00:00+00:00",
          "2022-02-14T00:00:00+00:00",
          "2022-02-15T00:00:00+00:00",
          "2022-02-16T00:00:00+00:00",
          "2022-02-17T00:00:00+00:00",
          "2022-02-18T00:00:00+00:00",
          "2022-02-19T00:00:00+00:00",
          "2022-02-20T00:00:00+00:00",
          "2022-02-21T00:00:00+00:00",
          "2022-02-22T00:00:00+00:00",
          "2022-02-23T00:00:00+00:00",
          "2022-02-24T00:00:00+00:00",
          "2022-02-25T00:00:00+00:00",
          "2022-02-26T00:00:00+00:00",
          "2022-02-27T00:00:00+00:00",
          "2022-02-28T00:00:00+00:00",
          "2022-03-01T00:00:00+00:00",
          "2022-03-02T00:00:00+00:00",
          "2022-03-03T00:00:00+00:00",
          "2022-03-04T00:00:00+00:00",
          "2022-03-05T00:00:00+00:00",
          "2022-03-06T00:00:00+00:00",
          "2022-03-07T00:00:00+00:00",
          "2022-03-08T00:00:00+00:00",
          "2022-03-09T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-11T00:00:00+00:00",
          "2022-03-12T00:00:00+00:00",
          "2022-03-13T00:00:00+00:00",
          "2022-03-14T00:00:00+00:00",
          "2022-03-15T00:00:00+00:00",
          "2022-03-16T00:00:00+00:00",
          "2022-03-17T00:00:00+00:00",
          "2022-03-18T00:00:00+00:00",
          "2022-03-19T00:00:00+00:00",
          "2022-03-20T00:00:00+00:00",
          "2022-03-21T00:00:00+00:00",
          "2022-03-22T00:00:00+00:00",
          "2022-03-23T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-25T00:00:00+00:00",
          "2022-03-26T00:00:00+00:00",
          "2022-03-27T00:00:00+00:00",
          "2022-03-28T00:00:00+00:00",
          "2022-03-29T00:00:00+00:00",
          "2022-03-30T00:00:00+00:00",
          "2022-03-31T00:00:00+00:00",
          "2022-04-01T00:00:00+00:00",
          "2022-04-02T00:00:00+00:00",
          "2022-04-03T00:00:00+00:00",
          "2022-04-04T00:00:00+00:00",
          "2022-04-05T00:00:00+00:00",
          "2022-04-06T00:00:00+00:00",
          "2022-04-07T00:00:00+00:00",
          "2022-04-08T00:00:00+00:00",
          "2022-04-09T00:00:00+00:00",
          "2022-04-10T00:00:00+00:00",
          "2022-04-11T00:00:00+00:00",
          "2022-04-12T00:00:00+00:00",
          "2022-04-13T00:00:00+00:00",
          "2022-04-14T00:00:00+00:00",
          "2022-04-15T00:00:00+00:00",
          "2022-04-16T00:00:00+00:00",
          "2022-04-17T00:00:00+00:00",
          "2022-04-18T00:00:00+00:00",
          "2022-04-19T00:00:00+00:00",
          "2022-04-20T00:00:00+00:00",
          "2022-04-21T00:00:00+00:00",
          "2022-04-22T00:00:00+00:00",
          "2022-04-23T00:00:00+00:00",
          "2022-04-24T00:00:00+00:00",
          "2022-04-25T00:00:00+00:00",
          "2022-04-26T00:00:00+00:00",
          "2022-04-27T00:00:00+00:00",
          "2022-04-28T00:00:00+00:00",
          "2022-04-29T00:00:00+00:00",
          "2022-04-30T00:00:00+00:00",
          "2022-05-01T00:00:00+00:00",
          "2022-05-02T00:00:00+00:00",
          "2022-05-03T00:00:00+00:00",
          "2022-05-04T00:00:00+00:00",
          "2022-05-05T00:00:00+00:00",
          "2022-05-06T00:00:00+00:00",
          "2022-05-07T00:00:00+00:00",
          "2022-05-08T00:00:00+00:00",
          "2022-05-09T00:00:00+00:00",
          "2022-05-10T00:00:00+00:00",
          "2022-05-11T00:00:00+00:00",
          "2022-05-12T00:00:00+00:00",
          "2022-05-13T00:00:00+00:00",
          "2022-05-14T00:00:00+00:00",
          "2022-05-15T00:00:00+00:00",
          "2022-05-16T00:00:00+00:00",
          "2022-05-17T00:00:00+00:00",
          "2022-05-18T00:00:00+00:00",
          "2022-05-19T00:00:00+00:00",
          "2022-05-20T00:00:00+00:00",
          "2022-05-21T00:00:00+00:00",
          "2022-05-22T00:00:00+00:00",
          "2022-05-23T00:00:00+00:00",
          "2022-05-24T00:00:00+00:00",
          "2022-05-25T00:00:00+00:00",
          "2022-05-26T00:00:00+00:00",
          "2022-05-27T00:00:00+00:00",
          "2022-05-28T00:00:00+00:00",
          "2022-05-29T00:00:00+00:00",
          "2022-05-30T00:00:00+00:00",
          "2022-05-31T00:00:00+00:00",
          "2022-06-01T00:00:00+00:00",
          "2022-06-02T00:00:00+00:00",
          "2022-06-03T00:00:00+00:00",
          "2022-06-04T00:00:00+00:00",
          "2022-06-05T00:00:00+00:00",
          "2022-06-06T00:00:00+00:00",
          "2022-06-07T00:00:00+00:00",
          "2022-06-08T00:00:00+00:00",
          "2022-06-09T00:00:00+00:00",
          "2022-06-10T00:00:00+00:00",
          "2022-06-11T00:00:00+00:00",
          "2022-06-12T00:00:00+00:00",
          "2022-06-13T00:00:00+00:00",
          "2022-06-14T00:00:00+00:00",
          "2022-06-15T00:00:00+00:00",
          "2022-06-16T00:00:00+00:00",
          "2022-06-17T00:00:00+00:00",
          "2022-06-18T00:00:00+00:00",
          "2022-06-19T00:00:00+00:00",
          "2022-06-20T00:00:00+00:00",
          "2022-06-21T00:00:00+00:00",
          "2022-06-22T00:00:00+00:00",
          "2022-06-23T00:00:00+00:00",
          "2022-06-24T00:00:00+00:00",
          "2022-06-25T00:00:00+00:00",
          "2022-06-26T00:00:00+00:00",
          "2022-06-27T00:00:00+00:00",
          "2022-06-28T00:00:00+00:00",
          "2022-06-29T00:00:00+00:00",
          "2022-06-30T00:00:00+00:00",
          "2022-07-01T00:00:00+00:00",
          "2022-07-02T00:00:00+00:00",
          "2022-07-03T00:00:00+00:00",
          "2022-07-04T00:00:00+00:00",
          "2022-07-05T00:00:00+00:00",
          "2022-07-06T00:00:00+00:00",
          "2022-07-07T00:00:00+00:00",
          "2022-07-08T00:00:00+00:00",
          "2022-07-09T00:00:00+00:00",
          "2022-07-10T00:00:00+00:00",
          "2022-07-11T00:00:00+00:00",
          "2022-07-12T00:00:00+00:00",
          "2022-07-13T00:00:00+00:00",
          "2022-07-14T00:00:00+00:00",
          "2022-07-15T00:00:00+00:00",
          "2022-07-16T00:00:00+00:00",
          "2022-07-17T00:00:00+00:00",
          "2022-07-18T00:00:00+00:00",
          "2022-07-19T00:00:00+00:00",
          "2022-07-20T00:00:00+00:00",
          "2022-07-21T00:00:00+00:00",
          "2022-07-22T00:00:00+00:00",
          "2022-07-23T00:00:00+00:00",
          "2022-07-24T00:00:00+00:00",
          "2022-07-25T00:00:00+00:00",
          "2022-07-26T00:00:00+00:00",
          "2022-07-27T00:00:00+00:00",
          "2022-07-28T00:00:00+00:00",
          "2022-07-29T00:00:00+00:00",
          "2022-07-30T00:00:00+00:00",
          "2022-07-31T00:00:00+00:00",
          "2022-08-01T00:00:00+00:00",
          "2022-08-02T00:00:00+00:00",
          "2022-08-03T00:00:00+00:00",
          "2022-08-04T00:00:00+00:00",
          "2022-08-05T00:00:00+00:00",
          "2022-08-06T00:00:00+00:00",
          "2022-08-07T00:00:00+00:00",
          "2022-08-08T00:00:00+00:00",
          "2022-08-09T00:00:00+00:00",
          "2022-08-10T00:00:00+00:00",
          "2022-08-11T00:00:00+00:00",
          "2022-08-12T00:00:00+00:00",
          "2022-08-13T00:00:00+00:00",
          "2022-08-14T00:00:00+00:00",
          "2022-08-15T00:00:00+00:00",
          "2022-08-16T00:00:00+00:00",
          "2022-08-17T00:00:00+00:00",
          "2022-08-18T00:00:00+00:00",
          "2022-08-19T00:00:00+00:00",
          "2022-08-20T00:00:00+00:00",
          "2022-08-21T00:00:00+00:00",
          "2022-08-22T00:00:00+00:00",
          "2022-08-23T00:00:00+00:00",
          "2022-08-24T00:00:00+00:00",
          "2022-08-25T00:00:00+00:00",
          "2022-08-26T00:00:00+00:00",
          "2022-08-27T00:00:00+00:00",
          "2022-08-28T00:00:00+00:00",
          "2022-08-29T00:00:00+00:00",
          "2022-08-30T00:00:00+00:00",
          "2022-08-31T00:00:00+00:00",
          "2022-09-01T00:00:00+00:00",
          "2022-09-02T00:00:00+00:00",
          "2022-09-03T00:00:00+00:00",
          "2022-09-04T00:00:00+00:00",
          "2022-09-05T00:00:00+00:00",
          "2022-09-06T00:00:00+00:00",
          "2022-09-07T00:00:00+00:00",
          "2022-09-08T00:00:00+00:00",
          "2022-09-09T00:00:00+00:00",
          "2022-09-10T00:00:00+00:00",
          "2022-09-11T00:00:00+00:00",
          "2022-09-12T00:00:00+00:00",
          "2022-09-13T00:00:00+00:00",
          "2022-09-14T00:00:00+00:00",
          "2022-09-15T00:00:00+00:00",
          "2022-09-16T00:00:00+00:00",
          "2022-09-17T00:00:00+00:00",
          "2022-09-18T00:00:00+00:00",
          "2022-09-19T00:00:00+00:00",
          "2022-09-20T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-22T00:00:00+00:00",
          "2022-09-23T00:00:00+00:00",
          "2022-09-24T00:00:00+00:00",
          "2022-09-25T00:00:00+00:00",
          "2022-09-26T00:00:00+00:00",
          "2022-09-27T00:00:00+00:00",
          "2022-09-28T00:00:00+00:00",
          "2022-09-29T00:00:00+00:00",
          "2022-09-30T00:00:00+00:00",
          "2022-10-01T00:00:00+00:00",
          "2022-10-02T00:00:00+00:00",
          "2022-10-03T00:00:00+00:00",
          "2022-10-04T00:00:00+00:00",
          "2022-10-05T00:00:00+00:00",
          "2022-10-06T00:00:00+00:00",
          "2022-10-07T00:00:00+00:00",
          "2022-10-08T00:00:00+00:00",
          "2022-10-09T00:00:00+00:00",
          "2022-10-10T00:00:00+00:00",
          "2022-10-11T00:00:00+00:00",
          "2022-10-12T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-10-14T00:00:00+00:00",
          "2022-10-15T00:00:00+00:00",
          "2022-10-16T00:00:00+00:00",
          "2022-10-17T00:00:00+00:00",
          "2022-10-18T00:00:00+00:00",
          "2022-10-19T00:00:00+00:00",
          "2022-10-20T00:00:00+00:00",
          "2022-10-21T00:00:00+00:00",
          "2022-10-22T00:00:00+00:00",
          "2022-10-23T00:00:00+00:00",
          "2022-10-24T00:00:00+00:00",
          "2022-10-25T00:00:00+00:00",
          "2022-10-26T00:00:00+00:00",
          "2022-10-27T00:00:00+00:00",
          "2022-10-28T00:00:00+00:00",
          "2022-10-29T00:00:00+00:00",
          "2022-10-30T00:00:00+00:00",
          "2022-10-31T00:00:00+00:00",
          "2022-11-01T00:00:00+00:00",
          "2022-11-02T00:00:00+00:00",
          "2022-11-03T00:00:00+00:00",
          "2022-11-04T00:00:00+00:00",
          "2022-11-05T00:00:00+00:00",
          "2022-11-06T00:00:00+00:00",
          "2022-11-07T00:00:00+00:00",
          "2022-11-08T00:00:00+00:00",
          "2022-11-09T00:00:00+00:00",
          "2022-11-10T00:00:00+00:00",
          "2022-11-11T00:00:00+00:00",
          "2022-11-12T00:00:00+00:00",
          "2022-11-13T00:00:00+00:00",
          "2022-11-14T00:00:00+00:00",
          "2022-11-15T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-17T00:00:00+00:00",
          "2022-11-18T00:00:00+00:00",
          "2022-11-19T00:00:00+00:00",
          "2022-11-20T00:00:00+00:00",
          "2022-11-21T00:00:00+00:00",
          "2022-11-22T00:00:00+00:00",
          "2022-11-23T00:00:00+00:00",
          "2022-11-24T00:00:00+00:00",
          "2022-11-25T00:00:00+00:00",
          "2022-11-26T00:00:00+00:00",
          "2022-11-27T00:00:00+00:00",
          "2022-11-28T00:00:00+00:00",
          "2022-11-29T00:00:00+00:00",
          "2022-11-30T00:00:00+00:00",
          "2022-12-01T00:00:00+00:00",
          "2022-12-02T00:00:00+00:00",
          "2022-12-03T00:00:00+00:00",
          "2022-12-04T00:00:00+00:00",
          "2022-12-05T00:00:00+00:00",
          "2022-12-06T00:00:00+00:00",
          "2022-12-07T00:00:00+00:00",
          "2022-12-08T00:00:00+00:00",
          "2022-12-09T00:00:00+00:00",
          "2022-12-10T00:00:00+00:00",
          "2022-12-11T00:00:00+00:00",
          "2022-12-12T00:00:00+00:00",
          "2022-12-13T00:00:00+00:00",
          "2022-12-14T00:00:00+00:00",
          "2022-12-15T00:00:00+00:00",
          "2022-12-16T00:00:00+00:00",
          "2022-12-17T00:00:00+00:00",
          "2022-12-18T00:00:00+00:00",
          "2022-12-19T00:00:00+00:00",
          "2022-12-20T00:00:00+00:00",
          "2022-12-21T00:00:00+00:00",
          "2022-12-22T00:00:00+00:00",
          "2022-12-23T00:00:00+00:00",
          "2022-12-24T00:00:00+00:00",
          "2022-12-25T00:00:00+00:00",
          "2022-12-26T00:00:00+00:00",
          "2022-12-27T00:00:00+00:00",
          "2022-12-28T00:00:00+00:00",
          "2022-12-29T00:00:00+00:00",
          "2022-12-30T00:00:00+00:00",
          "2022-12-31T00:00:00+00:00",
          "2023-01-01T00:00:00+00:00",
          "2023-01-02T00:00:00+00:00",
          "2023-01-03T00:00:00+00:00",
          "2023-01-04T00:00:00+00:00",
          "2023-01-05T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-07T00:00:00+00:00",
          "2023-01-08T00:00:00+00:00",
          "2023-01-09T00:00:00+00:00",
          "2023-01-10T00:00:00+00:00",
          "2023-01-11T00:00:00+00:00",
          "2023-01-12T00:00:00+00:00",
          "2023-01-13T00:00:00+00:00",
          "2023-01-14T00:00:00+00:00",
          "2023-01-15T00:00:00+00:00",
          "2023-01-16T00:00:00+00:00",
          "2023-01-17T00:00:00+00:00",
          "2023-01-18T00:00:00+00:00",
          "2023-01-19T00:00:00+00:00",
          "2023-01-20T00:00:00+00:00",
          "2023-01-21T00:00:00+00:00",
          "2023-01-22T00:00:00+00:00",
          "2023-01-23T00:00:00+00:00",
          "2023-01-24T00:00:00+00:00",
          "2023-01-25T00:00:00+00:00",
          "2023-01-26T00:00:00+00:00",
          "2023-01-27T00:00:00+00:00",
          "2023-01-28T00:00:00+00:00",
          "2023-01-29T00:00:00+00:00",
          "2023-01-30T00:00:00+00:00",
          "2023-01-31T00:00:00+00:00",
          "2023-02-01T00:00:00+00:00",
          "2023-02-02T00:00:00+00:00",
          "2023-02-03T00:00:00+00:00",
          "2023-02-04T00:00:00+00:00",
          "2023-02-05T00:00:00+00:00",
          "2023-02-06T00:00:00+00:00",
          "2023-02-07T00:00:00+00:00",
          "2023-02-08T00:00:00+00:00",
          "2023-02-09T00:00:00+00:00",
          "2023-02-10T00:00:00+00:00",
          "2023-02-11T00:00:00+00:00",
          "2023-02-12T00:00:00+00:00",
          "2023-02-13T00:00:00+00:00",
          "2023-02-14T00:00:00+00:00",
          "2023-02-15T00:00:00+00:00",
          "2023-02-16T00:00:00+00:00",
          "2023-02-17T00:00:00+00:00",
          "2023-02-18T00:00:00+00:00",
          "2023-02-19T00:00:00+00:00",
          "2023-02-20T00:00:00+00:00",
          "2023-02-21T00:00:00+00:00",
          "2023-02-22T00:00:00+00:00",
          "2023-02-23T00:00:00+00:00",
          "2023-02-24T00:00:00+00:00",
          "2023-02-25T00:00:00+00:00",
          "2023-02-26T00:00:00+00:00",
          "2023-02-27T00:00:00+00:00",
          "2023-02-28T00:00:00+00:00",
          "2023-03-01T00:00:00+00:00",
          "2023-03-02T00:00:00+00:00",
          "2023-03-03T00:00:00+00:00",
          "2023-03-04T00:00:00+00:00",
          "2023-03-05T00:00:00+00:00",
          "2023-03-06T00:00:00+00:00",
          "2023-03-07T00:00:00+00:00",
          "2023-03-08T00:00:00+00:00",
          "2023-03-09T00:00:00+00:00",
          "2023-03-10T00:00:00+00:00",
          "2023-03-11T00:00:00+00:00",
          "2023-03-12T00:00:00+00:00",
          "2023-03-13T00:00:00+00:00"
         ],
         "xaxis": "x3",
         "y": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
         ],
         "yaxis": "y3"
        },
        {
         "connectgaps": false,
         "fill": "tonexty",
         "fillcolor": "rgba(255, 0, 0, 0.25)",
         "hoverinfo": "skip",
         "line": {
          "color": "rgba(0, 0, 0, 0)",
          "width": 0
         },
         "mode": "lines",
         "opacity": 0,
         "showlegend": false,
         "type": "scatter",
         "uid": "50ec5c0e-06f8-47cb-9202-34e372ac9d81",
         "x": [
          "2021-09-02T00:00:00+00:00",
          "2021-09-03T00:00:00+00:00",
          "2021-09-04T00:00:00+00:00",
          "2021-09-05T00:00:00+00:00",
          "2021-09-06T00:00:00+00:00",
          "2021-09-07T00:00:00+00:00",
          "2021-09-08T00:00:00+00:00",
          "2021-09-09T00:00:00+00:00",
          "2021-09-10T00:00:00+00:00",
          "2021-09-11T00:00:00+00:00",
          "2021-09-12T00:00:00+00:00",
          "2021-09-13T00:00:00+00:00",
          "2021-09-14T00:00:00+00:00",
          "2021-09-15T00:00:00+00:00",
          "2021-09-16T00:00:00+00:00",
          "2021-09-17T00:00:00+00:00",
          "2021-09-18T00:00:00+00:00",
          "2021-09-19T00:00:00+00:00",
          "2021-09-20T00:00:00+00:00",
          "2021-09-21T00:00:00+00:00",
          "2021-09-22T00:00:00+00:00",
          "2021-09-23T00:00:00+00:00",
          "2021-09-24T00:00:00+00:00",
          "2021-09-25T00:00:00+00:00",
          "2021-09-26T00:00:00+00:00",
          "2021-09-27T00:00:00+00:00",
          "2021-09-28T00:00:00+00:00",
          "2021-09-29T00:00:00+00:00",
          "2021-09-30T00:00:00+00:00",
          "2021-10-01T00:00:00+00:00",
          "2021-10-02T00:00:00+00:00",
          "2021-10-03T00:00:00+00:00",
          "2021-10-04T00:00:00+00:00",
          "2021-10-05T00:00:00+00:00",
          "2021-10-06T00:00:00+00:00",
          "2021-10-07T00:00:00+00:00",
          "2021-10-08T00:00:00+00:00",
          "2021-10-09T00:00:00+00:00",
          "2021-10-10T00:00:00+00:00",
          "2021-10-11T00:00:00+00:00",
          "2021-10-12T00:00:00+00:00",
          "2021-10-13T00:00:00+00:00",
          "2021-10-14T00:00:00+00:00",
          "2021-10-15T00:00:00+00:00",
          "2021-10-16T00:00:00+00:00",
          "2021-10-17T00:00:00+00:00",
          "2021-10-18T00:00:00+00:00",
          "2021-10-19T00:00:00+00:00",
          "2021-10-20T00:00:00+00:00",
          "2021-10-21T00:00:00+00:00",
          "2021-10-22T00:00:00+00:00",
          "2021-10-23T00:00:00+00:00",
          "2021-10-24T00:00:00+00:00",
          "2021-10-25T00:00:00+00:00",
          "2021-10-26T00:00:00+00:00",
          "2021-10-27T00:00:00+00:00",
          "2021-10-28T00:00:00+00:00",
          "2021-10-29T00:00:00+00:00",
          "2021-10-30T00:00:00+00:00",
          "2021-10-31T00:00:00+00:00",
          "2021-11-01T00:00:00+00:00",
          "2021-11-02T00:00:00+00:00",
          "2021-11-03T00:00:00+00:00",
          "2021-11-04T00:00:00+00:00",
          "2021-11-05T00:00:00+00:00",
          "2021-11-06T00:00:00+00:00",
          "2021-11-07T00:00:00+00:00",
          "2021-11-08T00:00:00+00:00",
          "2021-11-09T00:00:00+00:00",
          "2021-11-10T00:00:00+00:00",
          "2021-11-11T00:00:00+00:00",
          "2021-11-12T00:00:00+00:00",
          "2021-11-13T00:00:00+00:00",
          "2021-11-14T00:00:00+00:00",
          "2021-11-15T00:00:00+00:00",
          "2021-11-16T00:00:00+00:00",
          "2021-11-17T00:00:00+00:00",
          "2021-11-18T00:00:00+00:00",
          "2021-11-19T00:00:00+00:00",
          "2021-11-20T00:00:00+00:00",
          "2021-11-21T00:00:00+00:00",
          "2021-11-22T00:00:00+00:00",
          "2021-11-23T00:00:00+00:00",
          "2021-11-24T00:00:00+00:00",
          "2021-11-25T00:00:00+00:00",
          "2021-11-26T00:00:00+00:00",
          "2021-11-27T00:00:00+00:00",
          "2021-11-28T00:00:00+00:00",
          "2021-11-29T00:00:00+00:00",
          "2021-11-30T00:00:00+00:00",
          "2021-12-01T00:00:00+00:00",
          "2021-12-02T00:00:00+00:00",
          "2021-12-03T00:00:00+00:00",
          "2021-12-04T00:00:00+00:00",
          "2021-12-05T00:00:00+00:00",
          "2021-12-06T00:00:00+00:00",
          "2021-12-07T00:00:00+00:00",
          "2021-12-08T00:00:00+00:00",
          "2021-12-09T00:00:00+00:00",
          "2021-12-10T00:00:00+00:00",
          "2021-12-11T00:00:00+00:00",
          "2021-12-12T00:00:00+00:00",
          "2021-12-13T00:00:00+00:00",
          "2021-12-14T00:00:00+00:00",
          "2021-12-15T00:00:00+00:00",
          "2021-12-16T00:00:00+00:00",
          "2021-12-17T00:00:00+00:00",
          "2021-12-18T00:00:00+00:00",
          "2021-12-19T00:00:00+00:00",
          "2021-12-20T00:00:00+00:00",
          "2021-12-21T00:00:00+00:00",
          "2021-12-22T00:00:00+00:00",
          "2021-12-23T00:00:00+00:00",
          "2021-12-24T00:00:00+00:00",
          "2021-12-25T00:00:00+00:00",
          "2021-12-26T00:00:00+00:00",
          "2021-12-27T00:00:00+00:00",
          "2021-12-28T00:00:00+00:00",
          "2021-12-29T00:00:00+00:00",
          "2021-12-30T00:00:00+00:00",
          "2021-12-31T00:00:00+00:00",
          "2022-01-01T00:00:00+00:00",
          "2022-01-02T00:00:00+00:00",
          "2022-01-03T00:00:00+00:00",
          "2022-01-04T00:00:00+00:00",
          "2022-01-05T00:00:00+00:00",
          "2022-01-06T00:00:00+00:00",
          "2022-01-07T00:00:00+00:00",
          "2022-01-08T00:00:00+00:00",
          "2022-01-09T00:00:00+00:00",
          "2022-01-10T00:00:00+00:00",
          "2022-01-11T00:00:00+00:00",
          "2022-01-12T00:00:00+00:00",
          "2022-01-13T00:00:00+00:00",
          "2022-01-14T00:00:00+00:00",
          "2022-01-15T00:00:00+00:00",
          "2022-01-16T00:00:00+00:00",
          "2022-01-17T00:00:00+00:00",
          "2022-01-18T00:00:00+00:00",
          "2022-01-19T00:00:00+00:00",
          "2022-01-20T00:00:00+00:00",
          "2022-01-21T00:00:00+00:00",
          "2022-01-22T00:00:00+00:00",
          "2022-01-23T00:00:00+00:00",
          "2022-01-24T00:00:00+00:00",
          "2022-01-25T00:00:00+00:00",
          "2022-01-26T00:00:00+00:00",
          "2022-01-27T00:00:00+00:00",
          "2022-01-28T00:00:00+00:00",
          "2022-01-29T00:00:00+00:00",
          "2022-01-30T00:00:00+00:00",
          "2022-01-31T00:00:00+00:00",
          "2022-02-01T00:00:00+00:00",
          "2022-02-02T00:00:00+00:00",
          "2022-02-03T00:00:00+00:00",
          "2022-02-04T00:00:00+00:00",
          "2022-02-05T00:00:00+00:00",
          "2022-02-06T00:00:00+00:00",
          "2022-02-07T00:00:00+00:00",
          "2022-02-08T00:00:00+00:00",
          "2022-02-09T00:00:00+00:00",
          "2022-02-10T00:00:00+00:00",
          "2022-02-11T00:00:00+00:00",
          "2022-02-12T00:00:00+00:00",
          "2022-02-13T00:00:00+00:00",
          "2022-02-14T00:00:00+00:00",
          "2022-02-15T00:00:00+00:00",
          "2022-02-16T00:00:00+00:00",
          "2022-02-17T00:00:00+00:00",
          "2022-02-18T00:00:00+00:00",
          "2022-02-19T00:00:00+00:00",
          "2022-02-20T00:00:00+00:00",
          "2022-02-21T00:00:00+00:00",
          "2022-02-22T00:00:00+00:00",
          "2022-02-23T00:00:00+00:00",
          "2022-02-24T00:00:00+00:00",
          "2022-02-25T00:00:00+00:00",
          "2022-02-26T00:00:00+00:00",
          "2022-02-27T00:00:00+00:00",
          "2022-02-28T00:00:00+00:00",
          "2022-03-01T00:00:00+00:00",
          "2022-03-02T00:00:00+00:00",
          "2022-03-03T00:00:00+00:00",
          "2022-03-04T00:00:00+00:00",
          "2022-03-05T00:00:00+00:00",
          "2022-03-06T00:00:00+00:00",
          "2022-03-07T00:00:00+00:00",
          "2022-03-08T00:00:00+00:00",
          "2022-03-09T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-11T00:00:00+00:00",
          "2022-03-12T00:00:00+00:00",
          "2022-03-13T00:00:00+00:00",
          "2022-03-14T00:00:00+00:00",
          "2022-03-15T00:00:00+00:00",
          "2022-03-16T00:00:00+00:00",
          "2022-03-17T00:00:00+00:00",
          "2022-03-18T00:00:00+00:00",
          "2022-03-19T00:00:00+00:00",
          "2022-03-20T00:00:00+00:00",
          "2022-03-21T00:00:00+00:00",
          "2022-03-22T00:00:00+00:00",
          "2022-03-23T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-25T00:00:00+00:00",
          "2022-03-26T00:00:00+00:00",
          "2022-03-27T00:00:00+00:00",
          "2022-03-28T00:00:00+00:00",
          "2022-03-29T00:00:00+00:00",
          "2022-03-30T00:00:00+00:00",
          "2022-03-31T00:00:00+00:00",
          "2022-04-01T00:00:00+00:00",
          "2022-04-02T00:00:00+00:00",
          "2022-04-03T00:00:00+00:00",
          "2022-04-04T00:00:00+00:00",
          "2022-04-05T00:00:00+00:00",
          "2022-04-06T00:00:00+00:00",
          "2022-04-07T00:00:00+00:00",
          "2022-04-08T00:00:00+00:00",
          "2022-04-09T00:00:00+00:00",
          "2022-04-10T00:00:00+00:00",
          "2022-04-11T00:00:00+00:00",
          "2022-04-12T00:00:00+00:00",
          "2022-04-13T00:00:00+00:00",
          "2022-04-14T00:00:00+00:00",
          "2022-04-15T00:00:00+00:00",
          "2022-04-16T00:00:00+00:00",
          "2022-04-17T00:00:00+00:00",
          "2022-04-18T00:00:00+00:00",
          "2022-04-19T00:00:00+00:00",
          "2022-04-20T00:00:00+00:00",
          "2022-04-21T00:00:00+00:00",
          "2022-04-22T00:00:00+00:00",
          "2022-04-23T00:00:00+00:00",
          "2022-04-24T00:00:00+00:00",
          "2022-04-25T00:00:00+00:00",
          "2022-04-26T00:00:00+00:00",
          "2022-04-27T00:00:00+00:00",
          "2022-04-28T00:00:00+00:00",
          "2022-04-29T00:00:00+00:00",
          "2022-04-30T00:00:00+00:00",
          "2022-05-01T00:00:00+00:00",
          "2022-05-02T00:00:00+00:00",
          "2022-05-03T00:00:00+00:00",
          "2022-05-04T00:00:00+00:00",
          "2022-05-05T00:00:00+00:00",
          "2022-05-06T00:00:00+00:00",
          "2022-05-07T00:00:00+00:00",
          "2022-05-08T00:00:00+00:00",
          "2022-05-09T00:00:00+00:00",
          "2022-05-10T00:00:00+00:00",
          "2022-05-11T00:00:00+00:00",
          "2022-05-12T00:00:00+00:00",
          "2022-05-13T00:00:00+00:00",
          "2022-05-14T00:00:00+00:00",
          "2022-05-15T00:00:00+00:00",
          "2022-05-16T00:00:00+00:00",
          "2022-05-17T00:00:00+00:00",
          "2022-05-18T00:00:00+00:00",
          "2022-05-19T00:00:00+00:00",
          "2022-05-20T00:00:00+00:00",
          "2022-05-21T00:00:00+00:00",
          "2022-05-22T00:00:00+00:00",
          "2022-05-23T00:00:00+00:00",
          "2022-05-24T00:00:00+00:00",
          "2022-05-25T00:00:00+00:00",
          "2022-05-26T00:00:00+00:00",
          "2022-05-27T00:00:00+00:00",
          "2022-05-28T00:00:00+00:00",
          "2022-05-29T00:00:00+00:00",
          "2022-05-30T00:00:00+00:00",
          "2022-05-31T00:00:00+00:00",
          "2022-06-01T00:00:00+00:00",
          "2022-06-02T00:00:00+00:00",
          "2022-06-03T00:00:00+00:00",
          "2022-06-04T00:00:00+00:00",
          "2022-06-05T00:00:00+00:00",
          "2022-06-06T00:00:00+00:00",
          "2022-06-07T00:00:00+00:00",
          "2022-06-08T00:00:00+00:00",
          "2022-06-09T00:00:00+00:00",
          "2022-06-10T00:00:00+00:00",
          "2022-06-11T00:00:00+00:00",
          "2022-06-12T00:00:00+00:00",
          "2022-06-13T00:00:00+00:00",
          "2022-06-14T00:00:00+00:00",
          "2022-06-15T00:00:00+00:00",
          "2022-06-16T00:00:00+00:00",
          "2022-06-17T00:00:00+00:00",
          "2022-06-18T00:00:00+00:00",
          "2022-06-19T00:00:00+00:00",
          "2022-06-20T00:00:00+00:00",
          "2022-06-21T00:00:00+00:00",
          "2022-06-22T00:00:00+00:00",
          "2022-06-23T00:00:00+00:00",
          "2022-06-24T00:00:00+00:00",
          "2022-06-25T00:00:00+00:00",
          "2022-06-26T00:00:00+00:00",
          "2022-06-27T00:00:00+00:00",
          "2022-06-28T00:00:00+00:00",
          "2022-06-29T00:00:00+00:00",
          "2022-06-30T00:00:00+00:00",
          "2022-07-01T00:00:00+00:00",
          "2022-07-02T00:00:00+00:00",
          "2022-07-03T00:00:00+00:00",
          "2022-07-04T00:00:00+00:00",
          "2022-07-05T00:00:00+00:00",
          "2022-07-06T00:00:00+00:00",
          "2022-07-07T00:00:00+00:00",
          "2022-07-08T00:00:00+00:00",
          "2022-07-09T00:00:00+00:00",
          "2022-07-10T00:00:00+00:00",
          "2022-07-11T00:00:00+00:00",
          "2022-07-12T00:00:00+00:00",
          "2022-07-13T00:00:00+00:00",
          "2022-07-14T00:00:00+00:00",
          "2022-07-15T00:00:00+00:00",
          "2022-07-16T00:00:00+00:00",
          "2022-07-17T00:00:00+00:00",
          "2022-07-18T00:00:00+00:00",
          "2022-07-19T00:00:00+00:00",
          "2022-07-20T00:00:00+00:00",
          "2022-07-21T00:00:00+00:00",
          "2022-07-22T00:00:00+00:00",
          "2022-07-23T00:00:00+00:00",
          "2022-07-24T00:00:00+00:00",
          "2022-07-25T00:00:00+00:00",
          "2022-07-26T00:00:00+00:00",
          "2022-07-27T00:00:00+00:00",
          "2022-07-28T00:00:00+00:00",
          "2022-07-29T00:00:00+00:00",
          "2022-07-30T00:00:00+00:00",
          "2022-07-31T00:00:00+00:00",
          "2022-08-01T00:00:00+00:00",
          "2022-08-02T00:00:00+00:00",
          "2022-08-03T00:00:00+00:00",
          "2022-08-04T00:00:00+00:00",
          "2022-08-05T00:00:00+00:00",
          "2022-08-06T00:00:00+00:00",
          "2022-08-07T00:00:00+00:00",
          "2022-08-08T00:00:00+00:00",
          "2022-08-09T00:00:00+00:00",
          "2022-08-10T00:00:00+00:00",
          "2022-08-11T00:00:00+00:00",
          "2022-08-12T00:00:00+00:00",
          "2022-08-13T00:00:00+00:00",
          "2022-08-14T00:00:00+00:00",
          "2022-08-15T00:00:00+00:00",
          "2022-08-16T00:00:00+00:00",
          "2022-08-17T00:00:00+00:00",
          "2022-08-18T00:00:00+00:00",
          "2022-08-19T00:00:00+00:00",
          "2022-08-20T00:00:00+00:00",
          "2022-08-21T00:00:00+00:00",
          "2022-08-22T00:00:00+00:00",
          "2022-08-23T00:00:00+00:00",
          "2022-08-24T00:00:00+00:00",
          "2022-08-25T00:00:00+00:00",
          "2022-08-26T00:00:00+00:00",
          "2022-08-27T00:00:00+00:00",
          "2022-08-28T00:00:00+00:00",
          "2022-08-29T00:00:00+00:00",
          "2022-08-30T00:00:00+00:00",
          "2022-08-31T00:00:00+00:00",
          "2022-09-01T00:00:00+00:00",
          "2022-09-02T00:00:00+00:00",
          "2022-09-03T00:00:00+00:00",
          "2022-09-04T00:00:00+00:00",
          "2022-09-05T00:00:00+00:00",
          "2022-09-06T00:00:00+00:00",
          "2022-09-07T00:00:00+00:00",
          "2022-09-08T00:00:00+00:00",
          "2022-09-09T00:00:00+00:00",
          "2022-09-10T00:00:00+00:00",
          "2022-09-11T00:00:00+00:00",
          "2022-09-12T00:00:00+00:00",
          "2022-09-13T00:00:00+00:00",
          "2022-09-14T00:00:00+00:00",
          "2022-09-15T00:00:00+00:00",
          "2022-09-16T00:00:00+00:00",
          "2022-09-17T00:00:00+00:00",
          "2022-09-18T00:00:00+00:00",
          "2022-09-19T00:00:00+00:00",
          "2022-09-20T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-22T00:00:00+00:00",
          "2022-09-23T00:00:00+00:00",
          "2022-09-24T00:00:00+00:00",
          "2022-09-25T00:00:00+00:00",
          "2022-09-26T00:00:00+00:00",
          "2022-09-27T00:00:00+00:00",
          "2022-09-28T00:00:00+00:00",
          "2022-09-29T00:00:00+00:00",
          "2022-09-30T00:00:00+00:00",
          "2022-10-01T00:00:00+00:00",
          "2022-10-02T00:00:00+00:00",
          "2022-10-03T00:00:00+00:00",
          "2022-10-04T00:00:00+00:00",
          "2022-10-05T00:00:00+00:00",
          "2022-10-06T00:00:00+00:00",
          "2022-10-07T00:00:00+00:00",
          "2022-10-08T00:00:00+00:00",
          "2022-10-09T00:00:00+00:00",
          "2022-10-10T00:00:00+00:00",
          "2022-10-11T00:00:00+00:00",
          "2022-10-12T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-10-14T00:00:00+00:00",
          "2022-10-15T00:00:00+00:00",
          "2022-10-16T00:00:00+00:00",
          "2022-10-17T00:00:00+00:00",
          "2022-10-18T00:00:00+00:00",
          "2022-10-19T00:00:00+00:00",
          "2022-10-20T00:00:00+00:00",
          "2022-10-21T00:00:00+00:00",
          "2022-10-22T00:00:00+00:00",
          "2022-10-23T00:00:00+00:00",
          "2022-10-24T00:00:00+00:00",
          "2022-10-25T00:00:00+00:00",
          "2022-10-26T00:00:00+00:00",
          "2022-10-27T00:00:00+00:00",
          "2022-10-28T00:00:00+00:00",
          "2022-10-29T00:00:00+00:00",
          "2022-10-30T00:00:00+00:00",
          "2022-10-31T00:00:00+00:00",
          "2022-11-01T00:00:00+00:00",
          "2022-11-02T00:00:00+00:00",
          "2022-11-03T00:00:00+00:00",
          "2022-11-04T00:00:00+00:00",
          "2022-11-05T00:00:00+00:00",
          "2022-11-06T00:00:00+00:00",
          "2022-11-07T00:00:00+00:00",
          "2022-11-08T00:00:00+00:00",
          "2022-11-09T00:00:00+00:00",
          "2022-11-10T00:00:00+00:00",
          "2022-11-11T00:00:00+00:00",
          "2022-11-12T00:00:00+00:00",
          "2022-11-13T00:00:00+00:00",
          "2022-11-14T00:00:00+00:00",
          "2022-11-15T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-17T00:00:00+00:00",
          "2022-11-18T00:00:00+00:00",
          "2022-11-19T00:00:00+00:00",
          "2022-11-20T00:00:00+00:00",
          "2022-11-21T00:00:00+00:00",
          "2022-11-22T00:00:00+00:00",
          "2022-11-23T00:00:00+00:00",
          "2022-11-24T00:00:00+00:00",
          "2022-11-25T00:00:00+00:00",
          "2022-11-26T00:00:00+00:00",
          "2022-11-27T00:00:00+00:00",
          "2022-11-28T00:00:00+00:00",
          "2022-11-29T00:00:00+00:00",
          "2022-11-30T00:00:00+00:00",
          "2022-12-01T00:00:00+00:00",
          "2022-12-02T00:00:00+00:00",
          "2022-12-03T00:00:00+00:00",
          "2022-12-04T00:00:00+00:00",
          "2022-12-05T00:00:00+00:00",
          "2022-12-06T00:00:00+00:00",
          "2022-12-07T00:00:00+00:00",
          "2022-12-08T00:00:00+00:00",
          "2022-12-09T00:00:00+00:00",
          "2022-12-10T00:00:00+00:00",
          "2022-12-11T00:00:00+00:00",
          "2022-12-12T00:00:00+00:00",
          "2022-12-13T00:00:00+00:00",
          "2022-12-14T00:00:00+00:00",
          "2022-12-15T00:00:00+00:00",
          "2022-12-16T00:00:00+00:00",
          "2022-12-17T00:00:00+00:00",
          "2022-12-18T00:00:00+00:00",
          "2022-12-19T00:00:00+00:00",
          "2022-12-20T00:00:00+00:00",
          "2022-12-21T00:00:00+00:00",
          "2022-12-22T00:00:00+00:00",
          "2022-12-23T00:00:00+00:00",
          "2022-12-24T00:00:00+00:00",
          "2022-12-25T00:00:00+00:00",
          "2022-12-26T00:00:00+00:00",
          "2022-12-27T00:00:00+00:00",
          "2022-12-28T00:00:00+00:00",
          "2022-12-29T00:00:00+00:00",
          "2022-12-30T00:00:00+00:00",
          "2022-12-31T00:00:00+00:00",
          "2023-01-01T00:00:00+00:00",
          "2023-01-02T00:00:00+00:00",
          "2023-01-03T00:00:00+00:00",
          "2023-01-04T00:00:00+00:00",
          "2023-01-05T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-07T00:00:00+00:00",
          "2023-01-08T00:00:00+00:00",
          "2023-01-09T00:00:00+00:00",
          "2023-01-10T00:00:00+00:00",
          "2023-01-11T00:00:00+00:00",
          "2023-01-12T00:00:00+00:00",
          "2023-01-13T00:00:00+00:00",
          "2023-01-14T00:00:00+00:00",
          "2023-01-15T00:00:00+00:00",
          "2023-01-16T00:00:00+00:00",
          "2023-01-17T00:00:00+00:00",
          "2023-01-18T00:00:00+00:00",
          "2023-01-19T00:00:00+00:00",
          "2023-01-20T00:00:00+00:00",
          "2023-01-21T00:00:00+00:00",
          "2023-01-22T00:00:00+00:00",
          "2023-01-23T00:00:00+00:00",
          "2023-01-24T00:00:00+00:00",
          "2023-01-25T00:00:00+00:00",
          "2023-01-26T00:00:00+00:00",
          "2023-01-27T00:00:00+00:00",
          "2023-01-28T00:00:00+00:00",
          "2023-01-29T00:00:00+00:00",
          "2023-01-30T00:00:00+00:00",
          "2023-01-31T00:00:00+00:00",
          "2023-02-01T00:00:00+00:00",
          "2023-02-02T00:00:00+00:00",
          "2023-02-03T00:00:00+00:00",
          "2023-02-04T00:00:00+00:00",
          "2023-02-05T00:00:00+00:00",
          "2023-02-06T00:00:00+00:00",
          "2023-02-07T00:00:00+00:00",
          "2023-02-08T00:00:00+00:00",
          "2023-02-09T00:00:00+00:00",
          "2023-02-10T00:00:00+00:00",
          "2023-02-11T00:00:00+00:00",
          "2023-02-12T00:00:00+00:00",
          "2023-02-13T00:00:00+00:00",
          "2023-02-14T00:00:00+00:00",
          "2023-02-15T00:00:00+00:00",
          "2023-02-16T00:00:00+00:00",
          "2023-02-17T00:00:00+00:00",
          "2023-02-18T00:00:00+00:00",
          "2023-02-19T00:00:00+00:00",
          "2023-02-20T00:00:00+00:00",
          "2023-02-21T00:00:00+00:00",
          "2023-02-22T00:00:00+00:00",
          "2023-02-23T00:00:00+00:00",
          "2023-02-24T00:00:00+00:00",
          "2023-02-25T00:00:00+00:00",
          "2023-02-26T00:00:00+00:00",
          "2023-02-27T00:00:00+00:00",
          "2023-02-28T00:00:00+00:00",
          "2023-03-01T00:00:00+00:00",
          "2023-03-02T00:00:00+00:00",
          "2023-03-03T00:00:00+00:00",
          "2023-03-04T00:00:00+00:00",
          "2023-03-05T00:00:00+00:00",
          "2023-03-06T00:00:00+00:00",
          "2023-03-07T00:00:00+00:00",
          "2023-03-08T00:00:00+00:00",
          "2023-03-09T00:00:00+00:00",
          "2023-03-10T00:00:00+00:00",
          "2023-03-11T00:00:00+00:00",
          "2023-03-12T00:00:00+00:00",
          "2023-03-13T00:00:00+00:00"
         ],
         "xaxis": "x3",
         "y": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          0.9994048936531154,
          0.9994048936531154,
          0.9994048936531154,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9955747051299049,
          0.9955747051299049,
          0.9955747051299049,
          0.9955747051299049,
          0.9955747051299049,
          0.9955747051299049,
          0.9955747051299049,
          0.9955747051299049,
          0.9955747051299049,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.978793831796979,
          0.978793831796979,
          0.978793831796979,
          0.978793831796979,
          0.9788331742732794,
          0.9788331742732794,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.992686191613093,
          0.992686191613093,
          0.992686191613093,
          0.992686191613093,
          0.9848711516210108,
          0.9848711516210108,
          0.9848711516210108,
          0.9848711516210108,
          0.9848711516210108,
          0.9848711516210108,
          0.9848711516210108,
          0.9848711516210108,
          0.9848711516210108,
          0.9848711516210108,
          0.9871482925423252,
          0.9871482925423252,
          0.9871482925423252,
          0.9871482925423252,
          0.9871482925423252,
          0.9871482925423252,
          0.9842632585374541,
          0.9842632585374541,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          0.9985977373012203,
          0.9985977373012203,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          0.9858065205002994,
          0.9858065205002994,
          0.9858065205002994,
          0.9858065205002994,
          0.9960546719468797,
          0.9960546719468797,
          0.9965036357998701,
          0.9965036357998701,
          0.9965036357998701,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          0.9943510251650145
         ],
         "yaxis": "y3"
        },
        {
         "legendgroup": "1",
         "line": {
          "color": "#9467bd"
         },
         "mode": "lines",
         "name": "Value",
         "showlegend": true,
         "type": "scatter",
         "uid": "59069c6b-f748-4970-90db-6cc7f0cee52c",
         "x": [
          "2021-09-02T00:00:00+00:00",
          "2021-09-03T00:00:00+00:00",
          "2021-09-04T00:00:00+00:00",
          "2021-09-05T00:00:00+00:00",
          "2021-09-06T00:00:00+00:00",
          "2021-09-07T00:00:00+00:00",
          "2021-09-08T00:00:00+00:00",
          "2021-09-09T00:00:00+00:00",
          "2021-09-10T00:00:00+00:00",
          "2021-09-11T00:00:00+00:00",
          "2021-09-12T00:00:00+00:00",
          "2021-09-13T00:00:00+00:00",
          "2021-09-14T00:00:00+00:00",
          "2021-09-15T00:00:00+00:00",
          "2021-09-16T00:00:00+00:00",
          "2021-09-17T00:00:00+00:00",
          "2021-09-18T00:00:00+00:00",
          "2021-09-19T00:00:00+00:00",
          "2021-09-20T00:00:00+00:00",
          "2021-09-21T00:00:00+00:00",
          "2021-09-22T00:00:00+00:00",
          "2021-09-23T00:00:00+00:00",
          "2021-09-24T00:00:00+00:00",
          "2021-09-25T00:00:00+00:00",
          "2021-09-26T00:00:00+00:00",
          "2021-09-27T00:00:00+00:00",
          "2021-09-28T00:00:00+00:00",
          "2021-09-29T00:00:00+00:00",
          "2021-09-30T00:00:00+00:00",
          "2021-10-01T00:00:00+00:00",
          "2021-10-02T00:00:00+00:00",
          "2021-10-03T00:00:00+00:00",
          "2021-10-04T00:00:00+00:00",
          "2021-10-05T00:00:00+00:00",
          "2021-10-06T00:00:00+00:00",
          "2021-10-07T00:00:00+00:00",
          "2021-10-08T00:00:00+00:00",
          "2021-10-09T00:00:00+00:00",
          "2021-10-10T00:00:00+00:00",
          "2021-10-11T00:00:00+00:00",
          "2021-10-12T00:00:00+00:00",
          "2021-10-13T00:00:00+00:00",
          "2021-10-14T00:00:00+00:00",
          "2021-10-15T00:00:00+00:00",
          "2021-10-16T00:00:00+00:00",
          "2021-10-17T00:00:00+00:00",
          "2021-10-18T00:00:00+00:00",
          "2021-10-19T00:00:00+00:00",
          "2021-10-20T00:00:00+00:00",
          "2021-10-21T00:00:00+00:00",
          "2021-10-22T00:00:00+00:00",
          "2021-10-23T00:00:00+00:00",
          "2021-10-24T00:00:00+00:00",
          "2021-10-25T00:00:00+00:00",
          "2021-10-26T00:00:00+00:00",
          "2021-10-27T00:00:00+00:00",
          "2021-10-28T00:00:00+00:00",
          "2021-10-29T00:00:00+00:00",
          "2021-10-30T00:00:00+00:00",
          "2021-10-31T00:00:00+00:00",
          "2021-11-01T00:00:00+00:00",
          "2021-11-02T00:00:00+00:00",
          "2021-11-03T00:00:00+00:00",
          "2021-11-04T00:00:00+00:00",
          "2021-11-05T00:00:00+00:00",
          "2021-11-06T00:00:00+00:00",
          "2021-11-07T00:00:00+00:00",
          "2021-11-08T00:00:00+00:00",
          "2021-11-09T00:00:00+00:00",
          "2021-11-10T00:00:00+00:00",
          "2021-11-11T00:00:00+00:00",
          "2021-11-12T00:00:00+00:00",
          "2021-11-13T00:00:00+00:00",
          "2021-11-14T00:00:00+00:00",
          "2021-11-15T00:00:00+00:00",
          "2021-11-16T00:00:00+00:00",
          "2021-11-17T00:00:00+00:00",
          "2021-11-18T00:00:00+00:00",
          "2021-11-19T00:00:00+00:00",
          "2021-11-20T00:00:00+00:00",
          "2021-11-21T00:00:00+00:00",
          "2021-11-22T00:00:00+00:00",
          "2021-11-23T00:00:00+00:00",
          "2021-11-24T00:00:00+00:00",
          "2021-11-25T00:00:00+00:00",
          "2021-11-26T00:00:00+00:00",
          "2021-11-27T00:00:00+00:00",
          "2021-11-28T00:00:00+00:00",
          "2021-11-29T00:00:00+00:00",
          "2021-11-30T00:00:00+00:00",
          "2021-12-01T00:00:00+00:00",
          "2021-12-02T00:00:00+00:00",
          "2021-12-03T00:00:00+00:00",
          "2021-12-04T00:00:00+00:00",
          "2021-12-05T00:00:00+00:00",
          "2021-12-06T00:00:00+00:00",
          "2021-12-07T00:00:00+00:00",
          "2021-12-08T00:00:00+00:00",
          "2021-12-09T00:00:00+00:00",
          "2021-12-10T00:00:00+00:00",
          "2021-12-11T00:00:00+00:00",
          "2021-12-12T00:00:00+00:00",
          "2021-12-13T00:00:00+00:00",
          "2021-12-14T00:00:00+00:00",
          "2021-12-15T00:00:00+00:00",
          "2021-12-16T00:00:00+00:00",
          "2021-12-17T00:00:00+00:00",
          "2021-12-18T00:00:00+00:00",
          "2021-12-19T00:00:00+00:00",
          "2021-12-20T00:00:00+00:00",
          "2021-12-21T00:00:00+00:00",
          "2021-12-22T00:00:00+00:00",
          "2021-12-23T00:00:00+00:00",
          "2021-12-24T00:00:00+00:00",
          "2021-12-25T00:00:00+00:00",
          "2021-12-26T00:00:00+00:00",
          "2021-12-27T00:00:00+00:00",
          "2021-12-28T00:00:00+00:00",
          "2021-12-29T00:00:00+00:00",
          "2021-12-30T00:00:00+00:00",
          "2021-12-31T00:00:00+00:00",
          "2022-01-01T00:00:00+00:00",
          "2022-01-02T00:00:00+00:00",
          "2022-01-03T00:00:00+00:00",
          "2022-01-04T00:00:00+00:00",
          "2022-01-05T00:00:00+00:00",
          "2022-01-06T00:00:00+00:00",
          "2022-01-07T00:00:00+00:00",
          "2022-01-08T00:00:00+00:00",
          "2022-01-09T00:00:00+00:00",
          "2022-01-10T00:00:00+00:00",
          "2022-01-11T00:00:00+00:00",
          "2022-01-12T00:00:00+00:00",
          "2022-01-13T00:00:00+00:00",
          "2022-01-14T00:00:00+00:00",
          "2022-01-15T00:00:00+00:00",
          "2022-01-16T00:00:00+00:00",
          "2022-01-17T00:00:00+00:00",
          "2022-01-18T00:00:00+00:00",
          "2022-01-19T00:00:00+00:00",
          "2022-01-20T00:00:00+00:00",
          "2022-01-21T00:00:00+00:00",
          "2022-01-22T00:00:00+00:00",
          "2022-01-23T00:00:00+00:00",
          "2022-01-24T00:00:00+00:00",
          "2022-01-25T00:00:00+00:00",
          "2022-01-26T00:00:00+00:00",
          "2022-01-27T00:00:00+00:00",
          "2022-01-28T00:00:00+00:00",
          "2022-01-29T00:00:00+00:00",
          "2022-01-30T00:00:00+00:00",
          "2022-01-31T00:00:00+00:00",
          "2022-02-01T00:00:00+00:00",
          "2022-02-02T00:00:00+00:00",
          "2022-02-03T00:00:00+00:00",
          "2022-02-04T00:00:00+00:00",
          "2022-02-05T00:00:00+00:00",
          "2022-02-06T00:00:00+00:00",
          "2022-02-07T00:00:00+00:00",
          "2022-02-08T00:00:00+00:00",
          "2022-02-09T00:00:00+00:00",
          "2022-02-10T00:00:00+00:00",
          "2022-02-11T00:00:00+00:00",
          "2022-02-12T00:00:00+00:00",
          "2022-02-13T00:00:00+00:00",
          "2022-02-14T00:00:00+00:00",
          "2022-02-15T00:00:00+00:00",
          "2022-02-16T00:00:00+00:00",
          "2022-02-17T00:00:00+00:00",
          "2022-02-18T00:00:00+00:00",
          "2022-02-19T00:00:00+00:00",
          "2022-02-20T00:00:00+00:00",
          "2022-02-21T00:00:00+00:00",
          "2022-02-22T00:00:00+00:00",
          "2022-02-23T00:00:00+00:00",
          "2022-02-24T00:00:00+00:00",
          "2022-02-25T00:00:00+00:00",
          "2022-02-26T00:00:00+00:00",
          "2022-02-27T00:00:00+00:00",
          "2022-02-28T00:00:00+00:00",
          "2022-03-01T00:00:00+00:00",
          "2022-03-02T00:00:00+00:00",
          "2022-03-03T00:00:00+00:00",
          "2022-03-04T00:00:00+00:00",
          "2022-03-05T00:00:00+00:00",
          "2022-03-06T00:00:00+00:00",
          "2022-03-07T00:00:00+00:00",
          "2022-03-08T00:00:00+00:00",
          "2022-03-09T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-11T00:00:00+00:00",
          "2022-03-12T00:00:00+00:00",
          "2022-03-13T00:00:00+00:00",
          "2022-03-14T00:00:00+00:00",
          "2022-03-15T00:00:00+00:00",
          "2022-03-16T00:00:00+00:00",
          "2022-03-17T00:00:00+00:00",
          "2022-03-18T00:00:00+00:00",
          "2022-03-19T00:00:00+00:00",
          "2022-03-20T00:00:00+00:00",
          "2022-03-21T00:00:00+00:00",
          "2022-03-22T00:00:00+00:00",
          "2022-03-23T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-25T00:00:00+00:00",
          "2022-03-26T00:00:00+00:00",
          "2022-03-27T00:00:00+00:00",
          "2022-03-28T00:00:00+00:00",
          "2022-03-29T00:00:00+00:00",
          "2022-03-30T00:00:00+00:00",
          "2022-03-31T00:00:00+00:00",
          "2022-04-01T00:00:00+00:00",
          "2022-04-02T00:00:00+00:00",
          "2022-04-03T00:00:00+00:00",
          "2022-04-04T00:00:00+00:00",
          "2022-04-05T00:00:00+00:00",
          "2022-04-06T00:00:00+00:00",
          "2022-04-07T00:00:00+00:00",
          "2022-04-08T00:00:00+00:00",
          "2022-04-09T00:00:00+00:00",
          "2022-04-10T00:00:00+00:00",
          "2022-04-11T00:00:00+00:00",
          "2022-04-12T00:00:00+00:00",
          "2022-04-13T00:00:00+00:00",
          "2022-04-14T00:00:00+00:00",
          "2022-04-15T00:00:00+00:00",
          "2022-04-16T00:00:00+00:00",
          "2022-04-17T00:00:00+00:00",
          "2022-04-18T00:00:00+00:00",
          "2022-04-19T00:00:00+00:00",
          "2022-04-20T00:00:00+00:00",
          "2022-04-21T00:00:00+00:00",
          "2022-04-22T00:00:00+00:00",
          "2022-04-23T00:00:00+00:00",
          "2022-04-24T00:00:00+00:00",
          "2022-04-25T00:00:00+00:00",
          "2022-04-26T00:00:00+00:00",
          "2022-04-27T00:00:00+00:00",
          "2022-04-28T00:00:00+00:00",
          "2022-04-29T00:00:00+00:00",
          "2022-04-30T00:00:00+00:00",
          "2022-05-01T00:00:00+00:00",
          "2022-05-02T00:00:00+00:00",
          "2022-05-03T00:00:00+00:00",
          "2022-05-04T00:00:00+00:00",
          "2022-05-05T00:00:00+00:00",
          "2022-05-06T00:00:00+00:00",
          "2022-05-07T00:00:00+00:00",
          "2022-05-08T00:00:00+00:00",
          "2022-05-09T00:00:00+00:00",
          "2022-05-10T00:00:00+00:00",
          "2022-05-11T00:00:00+00:00",
          "2022-05-12T00:00:00+00:00",
          "2022-05-13T00:00:00+00:00",
          "2022-05-14T00:00:00+00:00",
          "2022-05-15T00:00:00+00:00",
          "2022-05-16T00:00:00+00:00",
          "2022-05-17T00:00:00+00:00",
          "2022-05-18T00:00:00+00:00",
          "2022-05-19T00:00:00+00:00",
          "2022-05-20T00:00:00+00:00",
          "2022-05-21T00:00:00+00:00",
          "2022-05-22T00:00:00+00:00",
          "2022-05-23T00:00:00+00:00",
          "2022-05-24T00:00:00+00:00",
          "2022-05-25T00:00:00+00:00",
          "2022-05-26T00:00:00+00:00",
          "2022-05-27T00:00:00+00:00",
          "2022-05-28T00:00:00+00:00",
          "2022-05-29T00:00:00+00:00",
          "2022-05-30T00:00:00+00:00",
          "2022-05-31T00:00:00+00:00",
          "2022-06-01T00:00:00+00:00",
          "2022-06-02T00:00:00+00:00",
          "2022-06-03T00:00:00+00:00",
          "2022-06-04T00:00:00+00:00",
          "2022-06-05T00:00:00+00:00",
          "2022-06-06T00:00:00+00:00",
          "2022-06-07T00:00:00+00:00",
          "2022-06-08T00:00:00+00:00",
          "2022-06-09T00:00:00+00:00",
          "2022-06-10T00:00:00+00:00",
          "2022-06-11T00:00:00+00:00",
          "2022-06-12T00:00:00+00:00",
          "2022-06-13T00:00:00+00:00",
          "2022-06-14T00:00:00+00:00",
          "2022-06-15T00:00:00+00:00",
          "2022-06-16T00:00:00+00:00",
          "2022-06-17T00:00:00+00:00",
          "2022-06-18T00:00:00+00:00",
          "2022-06-19T00:00:00+00:00",
          "2022-06-20T00:00:00+00:00",
          "2022-06-21T00:00:00+00:00",
          "2022-06-22T00:00:00+00:00",
          "2022-06-23T00:00:00+00:00",
          "2022-06-24T00:00:00+00:00",
          "2022-06-25T00:00:00+00:00",
          "2022-06-26T00:00:00+00:00",
          "2022-06-27T00:00:00+00:00",
          "2022-06-28T00:00:00+00:00",
          "2022-06-29T00:00:00+00:00",
          "2022-06-30T00:00:00+00:00",
          "2022-07-01T00:00:00+00:00",
          "2022-07-02T00:00:00+00:00",
          "2022-07-03T00:00:00+00:00",
          "2022-07-04T00:00:00+00:00",
          "2022-07-05T00:00:00+00:00",
          "2022-07-06T00:00:00+00:00",
          "2022-07-07T00:00:00+00:00",
          "2022-07-08T00:00:00+00:00",
          "2022-07-09T00:00:00+00:00",
          "2022-07-10T00:00:00+00:00",
          "2022-07-11T00:00:00+00:00",
          "2022-07-12T00:00:00+00:00",
          "2022-07-13T00:00:00+00:00",
          "2022-07-14T00:00:00+00:00",
          "2022-07-15T00:00:00+00:00",
          "2022-07-16T00:00:00+00:00",
          "2022-07-17T00:00:00+00:00",
          "2022-07-18T00:00:00+00:00",
          "2022-07-19T00:00:00+00:00",
          "2022-07-20T00:00:00+00:00",
          "2022-07-21T00:00:00+00:00",
          "2022-07-22T00:00:00+00:00",
          "2022-07-23T00:00:00+00:00",
          "2022-07-24T00:00:00+00:00",
          "2022-07-25T00:00:00+00:00",
          "2022-07-26T00:00:00+00:00",
          "2022-07-27T00:00:00+00:00",
          "2022-07-28T00:00:00+00:00",
          "2022-07-29T00:00:00+00:00",
          "2022-07-30T00:00:00+00:00",
          "2022-07-31T00:00:00+00:00",
          "2022-08-01T00:00:00+00:00",
          "2022-08-02T00:00:00+00:00",
          "2022-08-03T00:00:00+00:00",
          "2022-08-04T00:00:00+00:00",
          "2022-08-05T00:00:00+00:00",
          "2022-08-06T00:00:00+00:00",
          "2022-08-07T00:00:00+00:00",
          "2022-08-08T00:00:00+00:00",
          "2022-08-09T00:00:00+00:00",
          "2022-08-10T00:00:00+00:00",
          "2022-08-11T00:00:00+00:00",
          "2022-08-12T00:00:00+00:00",
          "2022-08-13T00:00:00+00:00",
          "2022-08-14T00:00:00+00:00",
          "2022-08-15T00:00:00+00:00",
          "2022-08-16T00:00:00+00:00",
          "2022-08-17T00:00:00+00:00",
          "2022-08-18T00:00:00+00:00",
          "2022-08-19T00:00:00+00:00",
          "2022-08-20T00:00:00+00:00",
          "2022-08-21T00:00:00+00:00",
          "2022-08-22T00:00:00+00:00",
          "2022-08-23T00:00:00+00:00",
          "2022-08-24T00:00:00+00:00",
          "2022-08-25T00:00:00+00:00",
          "2022-08-26T00:00:00+00:00",
          "2022-08-27T00:00:00+00:00",
          "2022-08-28T00:00:00+00:00",
          "2022-08-29T00:00:00+00:00",
          "2022-08-30T00:00:00+00:00",
          "2022-08-31T00:00:00+00:00",
          "2022-09-01T00:00:00+00:00",
          "2022-09-02T00:00:00+00:00",
          "2022-09-03T00:00:00+00:00",
          "2022-09-04T00:00:00+00:00",
          "2022-09-05T00:00:00+00:00",
          "2022-09-06T00:00:00+00:00",
          "2022-09-07T00:00:00+00:00",
          "2022-09-08T00:00:00+00:00",
          "2022-09-09T00:00:00+00:00",
          "2022-09-10T00:00:00+00:00",
          "2022-09-11T00:00:00+00:00",
          "2022-09-12T00:00:00+00:00",
          "2022-09-13T00:00:00+00:00",
          "2022-09-14T00:00:00+00:00",
          "2022-09-15T00:00:00+00:00",
          "2022-09-16T00:00:00+00:00",
          "2022-09-17T00:00:00+00:00",
          "2022-09-18T00:00:00+00:00",
          "2022-09-19T00:00:00+00:00",
          "2022-09-20T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-22T00:00:00+00:00",
          "2022-09-23T00:00:00+00:00",
          "2022-09-24T00:00:00+00:00",
          "2022-09-25T00:00:00+00:00",
          "2022-09-26T00:00:00+00:00",
          "2022-09-27T00:00:00+00:00",
          "2022-09-28T00:00:00+00:00",
          "2022-09-29T00:00:00+00:00",
          "2022-09-30T00:00:00+00:00",
          "2022-10-01T00:00:00+00:00",
          "2022-10-02T00:00:00+00:00",
          "2022-10-03T00:00:00+00:00",
          "2022-10-04T00:00:00+00:00",
          "2022-10-05T00:00:00+00:00",
          "2022-10-06T00:00:00+00:00",
          "2022-10-07T00:00:00+00:00",
          "2022-10-08T00:00:00+00:00",
          "2022-10-09T00:00:00+00:00",
          "2022-10-10T00:00:00+00:00",
          "2022-10-11T00:00:00+00:00",
          "2022-10-12T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-10-14T00:00:00+00:00",
          "2022-10-15T00:00:00+00:00",
          "2022-10-16T00:00:00+00:00",
          "2022-10-17T00:00:00+00:00",
          "2022-10-18T00:00:00+00:00",
          "2022-10-19T00:00:00+00:00",
          "2022-10-20T00:00:00+00:00",
          "2022-10-21T00:00:00+00:00",
          "2022-10-22T00:00:00+00:00",
          "2022-10-23T00:00:00+00:00",
          "2022-10-24T00:00:00+00:00",
          "2022-10-25T00:00:00+00:00",
          "2022-10-26T00:00:00+00:00",
          "2022-10-27T00:00:00+00:00",
          "2022-10-28T00:00:00+00:00",
          "2022-10-29T00:00:00+00:00",
          "2022-10-30T00:00:00+00:00",
          "2022-10-31T00:00:00+00:00",
          "2022-11-01T00:00:00+00:00",
          "2022-11-02T00:00:00+00:00",
          "2022-11-03T00:00:00+00:00",
          "2022-11-04T00:00:00+00:00",
          "2022-11-05T00:00:00+00:00",
          "2022-11-06T00:00:00+00:00",
          "2022-11-07T00:00:00+00:00",
          "2022-11-08T00:00:00+00:00",
          "2022-11-09T00:00:00+00:00",
          "2022-11-10T00:00:00+00:00",
          "2022-11-11T00:00:00+00:00",
          "2022-11-12T00:00:00+00:00",
          "2022-11-13T00:00:00+00:00",
          "2022-11-14T00:00:00+00:00",
          "2022-11-15T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-17T00:00:00+00:00",
          "2022-11-18T00:00:00+00:00",
          "2022-11-19T00:00:00+00:00",
          "2022-11-20T00:00:00+00:00",
          "2022-11-21T00:00:00+00:00",
          "2022-11-22T00:00:00+00:00",
          "2022-11-23T00:00:00+00:00",
          "2022-11-24T00:00:00+00:00",
          "2022-11-25T00:00:00+00:00",
          "2022-11-26T00:00:00+00:00",
          "2022-11-27T00:00:00+00:00",
          "2022-11-28T00:00:00+00:00",
          "2022-11-29T00:00:00+00:00",
          "2022-11-30T00:00:00+00:00",
          "2022-12-01T00:00:00+00:00",
          "2022-12-02T00:00:00+00:00",
          "2022-12-03T00:00:00+00:00",
          "2022-12-04T00:00:00+00:00",
          "2022-12-05T00:00:00+00:00",
          "2022-12-06T00:00:00+00:00",
          "2022-12-07T00:00:00+00:00",
          "2022-12-08T00:00:00+00:00",
          "2022-12-09T00:00:00+00:00",
          "2022-12-10T00:00:00+00:00",
          "2022-12-11T00:00:00+00:00",
          "2022-12-12T00:00:00+00:00",
          "2022-12-13T00:00:00+00:00",
          "2022-12-14T00:00:00+00:00",
          "2022-12-15T00:00:00+00:00",
          "2022-12-16T00:00:00+00:00",
          "2022-12-17T00:00:00+00:00",
          "2022-12-18T00:00:00+00:00",
          "2022-12-19T00:00:00+00:00",
          "2022-12-20T00:00:00+00:00",
          "2022-12-21T00:00:00+00:00",
          "2022-12-22T00:00:00+00:00",
          "2022-12-23T00:00:00+00:00",
          "2022-12-24T00:00:00+00:00",
          "2022-12-25T00:00:00+00:00",
          "2022-12-26T00:00:00+00:00",
          "2022-12-27T00:00:00+00:00",
          "2022-12-28T00:00:00+00:00",
          "2022-12-29T00:00:00+00:00",
          "2022-12-30T00:00:00+00:00",
          "2022-12-31T00:00:00+00:00",
          "2023-01-01T00:00:00+00:00",
          "2023-01-02T00:00:00+00:00",
          "2023-01-03T00:00:00+00:00",
          "2023-01-04T00:00:00+00:00",
          "2023-01-05T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-07T00:00:00+00:00",
          "2023-01-08T00:00:00+00:00",
          "2023-01-09T00:00:00+00:00",
          "2023-01-10T00:00:00+00:00",
          "2023-01-11T00:00:00+00:00",
          "2023-01-12T00:00:00+00:00",
          "2023-01-13T00:00:00+00:00",
          "2023-01-14T00:00:00+00:00",
          "2023-01-15T00:00:00+00:00",
          "2023-01-16T00:00:00+00:00",
          "2023-01-17T00:00:00+00:00",
          "2023-01-18T00:00:00+00:00",
          "2023-01-19T00:00:00+00:00",
          "2023-01-20T00:00:00+00:00",
          "2023-01-21T00:00:00+00:00",
          "2023-01-22T00:00:00+00:00",
          "2023-01-23T00:00:00+00:00",
          "2023-01-24T00:00:00+00:00",
          "2023-01-25T00:00:00+00:00",
          "2023-01-26T00:00:00+00:00",
          "2023-01-27T00:00:00+00:00",
          "2023-01-28T00:00:00+00:00",
          "2023-01-29T00:00:00+00:00",
          "2023-01-30T00:00:00+00:00",
          "2023-01-31T00:00:00+00:00",
          "2023-02-01T00:00:00+00:00",
          "2023-02-02T00:00:00+00:00",
          "2023-02-03T00:00:00+00:00",
          "2023-02-04T00:00:00+00:00",
          "2023-02-05T00:00:00+00:00",
          "2023-02-06T00:00:00+00:00",
          "2023-02-07T00:00:00+00:00",
          "2023-02-08T00:00:00+00:00",
          "2023-02-09T00:00:00+00:00",
          "2023-02-10T00:00:00+00:00",
          "2023-02-11T00:00:00+00:00",
          "2023-02-12T00:00:00+00:00",
          "2023-02-13T00:00:00+00:00",
          "2023-02-14T00:00:00+00:00",
          "2023-02-15T00:00:00+00:00",
          "2023-02-16T00:00:00+00:00",
          "2023-02-17T00:00:00+00:00",
          "2023-02-18T00:00:00+00:00",
          "2023-02-19T00:00:00+00:00",
          "2023-02-20T00:00:00+00:00",
          "2023-02-21T00:00:00+00:00",
          "2023-02-22T00:00:00+00:00",
          "2023-02-23T00:00:00+00:00",
          "2023-02-24T00:00:00+00:00",
          "2023-02-25T00:00:00+00:00",
          "2023-02-26T00:00:00+00:00",
          "2023-02-27T00:00:00+00:00",
          "2023-02-28T00:00:00+00:00",
          "2023-03-01T00:00:00+00:00",
          "2023-03-02T00:00:00+00:00",
          "2023-03-03T00:00:00+00:00",
          "2023-03-04T00:00:00+00:00",
          "2023-03-05T00:00:00+00:00",
          "2023-03-06T00:00:00+00:00",
          "2023-03-07T00:00:00+00:00",
          "2023-03-08T00:00:00+00:00",
          "2023-03-09T00:00:00+00:00",
          "2023-03-10T00:00:00+00:00",
          "2023-03-11T00:00:00+00:00",
          "2023-03-12T00:00:00+00:00",
          "2023-03-13T00:00:00+00:00"
         ],
         "xaxis": "x3",
         "y": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          0.9994048936531154,
          0.9994048936531154,
          0.9994048936531154,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9956214501754473,
          0.9955747051299049,
          0.9955747051299049,
          0.9955747051299049,
          0.9955747051299049,
          0.9955747051299049,
          0.9955747051299049,
          0.9955747051299049,
          0.9955747051299049,
          0.9955747051299049,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.9757027041800352,
          0.978793831796979,
          0.978793831796979,
          0.978793831796979,
          0.978793831796979,
          0.9788331742732794,
          0.9788331742732794,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9809574825118811,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.9768241801562604,
          0.992686191613093,
          0.992686191613093,
          0.992686191613093,
          0.992686191613093,
          0.9848711516210108,
          0.9848711516210108,
          0.9848711516210108,
          0.9848711516210108,
          0.9848711516210108,
          0.9848711516210108,
          0.9848711516210108,
          0.9848711516210108,
          0.9848711516210108,
          0.9848711516210108,
          0.9871482925423252,
          0.9871482925423252,
          0.9871482925423252,
          0.9871482925423252,
          0.9871482925423252,
          0.9871482925423252,
          0.9842632585374541,
          0.9842632585374541,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9820278976825965,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          0.9898447086436627,
          1.0076962298938408,
          1.0076962298938408,
          1.0091556870797203,
          1.0091556870797203,
          1.0091556870797203,
          1.0091556870797203,
          1.0164918762863764,
          1.0164918762863764,
          1.0164918762863764,
          1.0164918762863764,
          1.0164918762863764,
          1.0105232838073241,
          1.0105232838073241,
          1.0105232838073241,
          1.0105232838073241,
          1.0049597188399066,
          1.0049597188399066,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.0103173282265232,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.012883649146296,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.036165992113715,
          1.0394339126135763,
          1.0394339126135763,
          1.0394339126135763,
          1.0394339126135763,
          1.0394339126135763,
          1.0394339126135763,
          1.0394339126135763,
          1.0394339126135763,
          1.0394339126135763,
          1.0418289389296196,
          1.0418289389296196,
          1.0439902532874752,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0484634035737554,
          1.0504855444514725,
          1.0504855444514725,
          1.0504855444514725,
          1.042777566251313,
          1.042777566251313,
          1.042777566251313,
          1.0391331691518497,
          1.0391331691518497,
          1.0420212632771897,
          1.0420212632771897,
          1.0420212632771897,
          1.0420212632771897,
          1.0420212632771897,
          1.0420212632771897,
          1.0420212632771897,
          1.0419186371982503,
          1.039188341137738,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.036054074155364,
          1.0378971678982574,
          1.0378971678982574,
          1.035471731248656,
          1.035471731248656,
          1.035471731248656,
          1.035471731248656,
          1.0403041461909166,
          1.0403041461909166,
          1.0450233010923913,
          1.0450233010923913,
          1.0389125107302524,
          1.0389125107302524,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0381820771933503,
          1.0354559323574315,
          1.0354559323574315,
          1.0354559323574315,
          1.0354559323574315,
          1.0354559323574315,
          1.0354559323574315,
          1.0354559323574315,
          1.0354559323574315,
          1.0354559323574315,
          1.0354559323574315,
          1.0352388585483756,
          1.0352388585483756,
          1.0352388585483756,
          1.0352388585483756,
          1.0352388585483756,
          1.0352388585483756,
          1.0352388585483756,
          1.0352388585483756,
          1.0352388585483756,
          1.038563354199285,
          1.038563354199285,
          1.038563354199285,
          1.038563354199285,
          1.038563354199285,
          1.038563354199285,
          1.038563354199285,
          1.038563354199285,
          1.038563354199285,
          1.038563354199285,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0135226655375569,
          1.0153364692785671,
          1.0192602696854862,
          1.0051753326648187,
          1.0051753326648187,
          1.0051753326648187,
          1.007450720923919,
          1.007450720923919,
          1.0063092567686684,
          1.0063092567686684,
          1.0063092567686684,
          1.0063092567686684,
          0.9985977373012203,
          0.9985977373012203,
          1.000718487946479,
          1.000718487946479,
          1.000718487946479,
          1.000718487946479,
          1.000718487946479,
          1.000718487946479,
          1.000718487946479,
          1.000718487946479,
          0.9858065205002994,
          0.9858065205002994,
          0.9858065205002994,
          0.9858065205002994,
          0.9960546719468797,
          0.9960546719468797,
          0.9965036357998701,
          0.9965036357998701,
          0.9965036357998701,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0126394520344884,
          1.0158912732889336,
          1.0211199204050005,
          1.0211199204050005,
          1.0086269119750284,
          1.0041281490227922,
          1.0041281490227922,
          1.0041281490227922,
          0.9943510251650145
         ],
         "yaxis": "y3"
        },
        {
         "hoverinfo": "skip",
         "line": {
          "color": "rgba(0, 0, 0, 0)",
          "width": 0
         },
         "mode": "lines",
         "opacity": 0,
         "showlegend": false,
         "type": "scatter",
         "uid": "b79f3e59-6a15-4112-a020-b84b1f5644c4",
         "x": [
          "2021-09-02T00:00:00+00:00",
          "2021-09-03T00:00:00+00:00",
          "2021-09-04T00:00:00+00:00",
          "2021-09-05T00:00:00+00:00",
          "2021-09-06T00:00:00+00:00",
          "2021-09-07T00:00:00+00:00",
          "2021-09-08T00:00:00+00:00",
          "2021-09-09T00:00:00+00:00",
          "2021-09-10T00:00:00+00:00",
          "2021-09-11T00:00:00+00:00",
          "2021-09-12T00:00:00+00:00",
          "2021-09-13T00:00:00+00:00",
          "2021-09-14T00:00:00+00:00",
          "2021-09-15T00:00:00+00:00",
          "2021-09-16T00:00:00+00:00",
          "2021-09-17T00:00:00+00:00",
          "2021-09-18T00:00:00+00:00",
          "2021-09-19T00:00:00+00:00",
          "2021-09-20T00:00:00+00:00",
          "2021-09-21T00:00:00+00:00",
          "2021-09-22T00:00:00+00:00",
          "2021-09-23T00:00:00+00:00",
          "2021-09-24T00:00:00+00:00",
          "2021-09-25T00:00:00+00:00",
          "2021-09-26T00:00:00+00:00",
          "2021-09-27T00:00:00+00:00",
          "2021-09-28T00:00:00+00:00",
          "2021-09-29T00:00:00+00:00",
          "2021-09-30T00:00:00+00:00",
          "2021-10-01T00:00:00+00:00",
          "2021-10-02T00:00:00+00:00",
          "2021-10-03T00:00:00+00:00",
          "2021-10-04T00:00:00+00:00",
          "2021-10-05T00:00:00+00:00",
          "2021-10-06T00:00:00+00:00",
          "2021-10-07T00:00:00+00:00",
          "2021-10-08T00:00:00+00:00",
          "2021-10-09T00:00:00+00:00",
          "2021-10-10T00:00:00+00:00",
          "2021-10-11T00:00:00+00:00",
          "2021-10-12T00:00:00+00:00",
          "2021-10-13T00:00:00+00:00",
          "2021-10-14T00:00:00+00:00",
          "2021-10-15T00:00:00+00:00",
          "2021-10-16T00:00:00+00:00",
          "2021-10-17T00:00:00+00:00",
          "2021-10-18T00:00:00+00:00",
          "2021-10-19T00:00:00+00:00",
          "2021-10-20T00:00:00+00:00",
          "2021-10-21T00:00:00+00:00",
          "2021-10-22T00:00:00+00:00",
          "2021-10-23T00:00:00+00:00",
          "2021-10-24T00:00:00+00:00",
          "2021-10-25T00:00:00+00:00",
          "2021-10-26T00:00:00+00:00",
          "2021-10-27T00:00:00+00:00",
          "2021-10-28T00:00:00+00:00",
          "2021-10-29T00:00:00+00:00",
          "2021-10-30T00:00:00+00:00",
          "2021-10-31T00:00:00+00:00",
          "2021-11-01T00:00:00+00:00",
          "2021-11-02T00:00:00+00:00",
          "2021-11-03T00:00:00+00:00",
          "2021-11-04T00:00:00+00:00",
          "2021-11-05T00:00:00+00:00",
          "2021-11-06T00:00:00+00:00",
          "2021-11-07T00:00:00+00:00",
          "2021-11-08T00:00:00+00:00",
          "2021-11-09T00:00:00+00:00",
          "2021-11-10T00:00:00+00:00",
          "2021-11-11T00:00:00+00:00",
          "2021-11-12T00:00:00+00:00",
          "2021-11-13T00:00:00+00:00",
          "2021-11-14T00:00:00+00:00",
          "2021-11-15T00:00:00+00:00",
          "2021-11-16T00:00:00+00:00",
          "2021-11-17T00:00:00+00:00",
          "2021-11-18T00:00:00+00:00",
          "2021-11-19T00:00:00+00:00",
          "2021-11-20T00:00:00+00:00",
          "2021-11-21T00:00:00+00:00",
          "2021-11-22T00:00:00+00:00",
          "2021-11-23T00:00:00+00:00",
          "2021-11-24T00:00:00+00:00",
          "2021-11-25T00:00:00+00:00",
          "2021-11-26T00:00:00+00:00",
          "2021-11-27T00:00:00+00:00",
          "2021-11-28T00:00:00+00:00",
          "2021-11-29T00:00:00+00:00",
          "2021-11-30T00:00:00+00:00",
          "2021-12-01T00:00:00+00:00",
          "2021-12-02T00:00:00+00:00",
          "2021-12-03T00:00:00+00:00",
          "2021-12-04T00:00:00+00:00",
          "2021-12-05T00:00:00+00:00",
          "2021-12-06T00:00:00+00:00",
          "2021-12-07T00:00:00+00:00",
          "2021-12-08T00:00:00+00:00",
          "2021-12-09T00:00:00+00:00",
          "2021-12-10T00:00:00+00:00",
          "2021-12-11T00:00:00+00:00",
          "2021-12-12T00:00:00+00:00",
          "2021-12-13T00:00:00+00:00",
          "2021-12-14T00:00:00+00:00",
          "2021-12-15T00:00:00+00:00",
          "2021-12-16T00:00:00+00:00",
          "2021-12-17T00:00:00+00:00",
          "2021-12-18T00:00:00+00:00",
          "2021-12-19T00:00:00+00:00",
          "2021-12-20T00:00:00+00:00",
          "2021-12-21T00:00:00+00:00",
          "2021-12-22T00:00:00+00:00",
          "2021-12-23T00:00:00+00:00",
          "2021-12-24T00:00:00+00:00",
          "2021-12-25T00:00:00+00:00",
          "2021-12-26T00:00:00+00:00",
          "2021-12-27T00:00:00+00:00",
          "2021-12-28T00:00:00+00:00",
          "2021-12-29T00:00:00+00:00",
          "2021-12-30T00:00:00+00:00",
          "2021-12-31T00:00:00+00:00",
          "2022-01-01T00:00:00+00:00",
          "2022-01-02T00:00:00+00:00",
          "2022-01-03T00:00:00+00:00",
          "2022-01-04T00:00:00+00:00",
          "2022-01-05T00:00:00+00:00",
          "2022-01-06T00:00:00+00:00",
          "2022-01-07T00:00:00+00:00",
          "2022-01-08T00:00:00+00:00",
          "2022-01-09T00:00:00+00:00",
          "2022-01-10T00:00:00+00:00",
          "2022-01-11T00:00:00+00:00",
          "2022-01-12T00:00:00+00:00",
          "2022-01-13T00:00:00+00:00",
          "2022-01-14T00:00:00+00:00",
          "2022-01-15T00:00:00+00:00",
          "2022-01-16T00:00:00+00:00",
          "2022-01-17T00:00:00+00:00",
          "2022-01-18T00:00:00+00:00",
          "2022-01-19T00:00:00+00:00",
          "2022-01-20T00:00:00+00:00",
          "2022-01-21T00:00:00+00:00",
          "2022-01-22T00:00:00+00:00",
          "2022-01-23T00:00:00+00:00",
          "2022-01-24T00:00:00+00:00",
          "2022-01-25T00:00:00+00:00",
          "2022-01-26T00:00:00+00:00",
          "2022-01-27T00:00:00+00:00",
          "2022-01-28T00:00:00+00:00",
          "2022-01-29T00:00:00+00:00",
          "2022-01-30T00:00:00+00:00",
          "2022-01-31T00:00:00+00:00",
          "2022-02-01T00:00:00+00:00",
          "2022-02-02T00:00:00+00:00",
          "2022-02-03T00:00:00+00:00",
          "2022-02-04T00:00:00+00:00",
          "2022-02-05T00:00:00+00:00",
          "2022-02-06T00:00:00+00:00",
          "2022-02-07T00:00:00+00:00",
          "2022-02-08T00:00:00+00:00",
          "2022-02-09T00:00:00+00:00",
          "2022-02-10T00:00:00+00:00",
          "2022-02-11T00:00:00+00:00",
          "2022-02-12T00:00:00+00:00",
          "2022-02-13T00:00:00+00:00",
          "2022-02-14T00:00:00+00:00",
          "2022-02-15T00:00:00+00:00",
          "2022-02-16T00:00:00+00:00",
          "2022-02-17T00:00:00+00:00",
          "2022-02-18T00:00:00+00:00",
          "2022-02-19T00:00:00+00:00",
          "2022-02-20T00:00:00+00:00",
          "2022-02-21T00:00:00+00:00",
          "2022-02-22T00:00:00+00:00",
          "2022-02-23T00:00:00+00:00",
          "2022-02-24T00:00:00+00:00",
          "2022-02-25T00:00:00+00:00",
          "2022-02-26T00:00:00+00:00",
          "2022-02-27T00:00:00+00:00",
          "2022-02-28T00:00:00+00:00",
          "2022-03-01T00:00:00+00:00",
          "2022-03-02T00:00:00+00:00",
          "2022-03-03T00:00:00+00:00",
          "2022-03-04T00:00:00+00:00",
          "2022-03-05T00:00:00+00:00",
          "2022-03-06T00:00:00+00:00",
          "2022-03-07T00:00:00+00:00",
          "2022-03-08T00:00:00+00:00",
          "2022-03-09T00:00:00+00:00",
          "2022-03-10T00:00:00+00:00",
          "2022-03-11T00:00:00+00:00",
          "2022-03-12T00:00:00+00:00",
          "2022-03-13T00:00:00+00:00",
          "2022-03-14T00:00:00+00:00",
          "2022-03-15T00:00:00+00:00",
          "2022-03-16T00:00:00+00:00",
          "2022-03-17T00:00:00+00:00",
          "2022-03-18T00:00:00+00:00",
          "2022-03-19T00:00:00+00:00",
          "2022-03-20T00:00:00+00:00",
          "2022-03-21T00:00:00+00:00",
          "2022-03-22T00:00:00+00:00",
          "2022-03-23T00:00:00+00:00",
          "2022-03-24T00:00:00+00:00",
          "2022-03-25T00:00:00+00:00",
          "2022-03-26T00:00:00+00:00",
          "2022-03-27T00:00:00+00:00",
          "2022-03-28T00:00:00+00:00",
          "2022-03-29T00:00:00+00:00",
          "2022-03-30T00:00:00+00:00",
          "2022-03-31T00:00:00+00:00",
          "2022-04-01T00:00:00+00:00",
          "2022-04-02T00:00:00+00:00",
          "2022-04-03T00:00:00+00:00",
          "2022-04-04T00:00:00+00:00",
          "2022-04-05T00:00:00+00:00",
          "2022-04-06T00:00:00+00:00",
          "2022-04-07T00:00:00+00:00",
          "2022-04-08T00:00:00+00:00",
          "2022-04-09T00:00:00+00:00",
          "2022-04-10T00:00:00+00:00",
          "2022-04-11T00:00:00+00:00",
          "2022-04-12T00:00:00+00:00",
          "2022-04-13T00:00:00+00:00",
          "2022-04-14T00:00:00+00:00",
          "2022-04-15T00:00:00+00:00",
          "2022-04-16T00:00:00+00:00",
          "2022-04-17T00:00:00+00:00",
          "2022-04-18T00:00:00+00:00",
          "2022-04-19T00:00:00+00:00",
          "2022-04-20T00:00:00+00:00",
          "2022-04-21T00:00:00+00:00",
          "2022-04-22T00:00:00+00:00",
          "2022-04-23T00:00:00+00:00",
          "2022-04-24T00:00:00+00:00",
          "2022-04-25T00:00:00+00:00",
          "2022-04-26T00:00:00+00:00",
          "2022-04-27T00:00:00+00:00",
          "2022-04-28T00:00:00+00:00",
          "2022-04-29T00:00:00+00:00",
          "2022-04-30T00:00:00+00:00",
          "2022-05-01T00:00:00+00:00",
          "2022-05-02T00:00:00+00:00",
          "2022-05-03T00:00:00+00:00",
          "2022-05-04T00:00:00+00:00",
          "2022-05-05T00:00:00+00:00",
          "2022-05-06T00:00:00+00:00",
          "2022-05-07T00:00:00+00:00",
          "2022-05-08T00:00:00+00:00",
          "2022-05-09T00:00:00+00:00",
          "2022-05-10T00:00:00+00:00",
          "2022-05-11T00:00:00+00:00",
          "2022-05-12T00:00:00+00:00",
          "2022-05-13T00:00:00+00:00",
          "2022-05-14T00:00:00+00:00",
          "2022-05-15T00:00:00+00:00",
          "2022-05-16T00:00:00+00:00",
          "2022-05-17T00:00:00+00:00",
          "2022-05-18T00:00:00+00:00",
          "2022-05-19T00:00:00+00:00",
          "2022-05-20T00:00:00+00:00",
          "2022-05-21T00:00:00+00:00",
          "2022-05-22T00:00:00+00:00",
          "2022-05-23T00:00:00+00:00",
          "2022-05-24T00:00:00+00:00",
          "2022-05-25T00:00:00+00:00",
          "2022-05-26T00:00:00+00:00",
          "2022-05-27T00:00:00+00:00",
          "2022-05-28T00:00:00+00:00",
          "2022-05-29T00:00:00+00:00",
          "2022-05-30T00:00:00+00:00",
          "2022-05-31T00:00:00+00:00",
          "2022-06-01T00:00:00+00:00",
          "2022-06-02T00:00:00+00:00",
          "2022-06-03T00:00:00+00:00",
          "2022-06-04T00:00:00+00:00",
          "2022-06-05T00:00:00+00:00",
          "2022-06-06T00:00:00+00:00",
          "2022-06-07T00:00:00+00:00",
          "2022-06-08T00:00:00+00:00",
          "2022-06-09T00:00:00+00:00",
          "2022-06-10T00:00:00+00:00",
          "2022-06-11T00:00:00+00:00",
          "2022-06-12T00:00:00+00:00",
          "2022-06-13T00:00:00+00:00",
          "2022-06-14T00:00:00+00:00",
          "2022-06-15T00:00:00+00:00",
          "2022-06-16T00:00:00+00:00",
          "2022-06-17T00:00:00+00:00",
          "2022-06-18T00:00:00+00:00",
          "2022-06-19T00:00:00+00:00",
          "2022-06-20T00:00:00+00:00",
          "2022-06-21T00:00:00+00:00",
          "2022-06-22T00:00:00+00:00",
          "2022-06-23T00:00:00+00:00",
          "2022-06-24T00:00:00+00:00",
          "2022-06-25T00:00:00+00:00",
          "2022-06-26T00:00:00+00:00",
          "2022-06-27T00:00:00+00:00",
          "2022-06-28T00:00:00+00:00",
          "2022-06-29T00:00:00+00:00",
          "2022-06-30T00:00:00+00:00",
          "2022-07-01T00:00:00+00:00",
          "2022-07-02T00:00:00+00:00",
          "2022-07-03T00:00:00+00:00",
          "2022-07-04T00:00:00+00:00",
          "2022-07-05T00:00:00+00:00",
          "2022-07-06T00:00:00+00:00",
          "2022-07-07T00:00:00+00:00",
          "2022-07-08T00:00:00+00:00",
          "2022-07-09T00:00:00+00:00",
          "2022-07-10T00:00:00+00:00",
          "2022-07-11T00:00:00+00:00",
          "2022-07-12T00:00:00+00:00",
          "2022-07-13T00:00:00+00:00",
          "2022-07-14T00:00:00+00:00",
          "2022-07-15T00:00:00+00:00",
          "2022-07-16T00:00:00+00:00",
          "2022-07-17T00:00:00+00:00",
          "2022-07-18T00:00:00+00:00",
          "2022-07-19T00:00:00+00:00",
          "2022-07-20T00:00:00+00:00",
          "2022-07-21T00:00:00+00:00",
          "2022-07-22T00:00:00+00:00",
          "2022-07-23T00:00:00+00:00",
          "2022-07-24T00:00:00+00:00",
          "2022-07-25T00:00:00+00:00",
          "2022-07-26T00:00:00+00:00",
          "2022-07-27T00:00:00+00:00",
          "2022-07-28T00:00:00+00:00",
          "2022-07-29T00:00:00+00:00",
          "2022-07-30T00:00:00+00:00",
          "2022-07-31T00:00:00+00:00",
          "2022-08-01T00:00:00+00:00",
          "2022-08-02T00:00:00+00:00",
          "2022-08-03T00:00:00+00:00",
          "2022-08-04T00:00:00+00:00",
          "2022-08-05T00:00:00+00:00",
          "2022-08-06T00:00:00+00:00",
          "2022-08-07T00:00:00+00:00",
          "2022-08-08T00:00:00+00:00",
          "2022-08-09T00:00:00+00:00",
          "2022-08-10T00:00:00+00:00",
          "2022-08-11T00:00:00+00:00",
          "2022-08-12T00:00:00+00:00",
          "2022-08-13T00:00:00+00:00",
          "2022-08-14T00:00:00+00:00",
          "2022-08-15T00:00:00+00:00",
          "2022-08-16T00:00:00+00:00",
          "2022-08-17T00:00:00+00:00",
          "2022-08-18T00:00:00+00:00",
          "2022-08-19T00:00:00+00:00",
          "2022-08-20T00:00:00+00:00",
          "2022-08-21T00:00:00+00:00",
          "2022-08-22T00:00:00+00:00",
          "2022-08-23T00:00:00+00:00",
          "2022-08-24T00:00:00+00:00",
          "2022-08-25T00:00:00+00:00",
          "2022-08-26T00:00:00+00:00",
          "2022-08-27T00:00:00+00:00",
          "2022-08-28T00:00:00+00:00",
          "2022-08-29T00:00:00+00:00",
          "2022-08-30T00:00:00+00:00",
          "2022-08-31T00:00:00+00:00",
          "2022-09-01T00:00:00+00:00",
          "2022-09-02T00:00:00+00:00",
          "2022-09-03T00:00:00+00:00",
          "2022-09-04T00:00:00+00:00",
          "2022-09-05T00:00:00+00:00",
          "2022-09-06T00:00:00+00:00",
          "2022-09-07T00:00:00+00:00",
          "2022-09-08T00:00:00+00:00",
          "2022-09-09T00:00:00+00:00",
          "2022-09-10T00:00:00+00:00",
          "2022-09-11T00:00:00+00:00",
          "2022-09-12T00:00:00+00:00",
          "2022-09-13T00:00:00+00:00",
          "2022-09-14T00:00:00+00:00",
          "2022-09-15T00:00:00+00:00",
          "2022-09-16T00:00:00+00:00",
          "2022-09-17T00:00:00+00:00",
          "2022-09-18T00:00:00+00:00",
          "2022-09-19T00:00:00+00:00",
          "2022-09-20T00:00:00+00:00",
          "2022-09-21T00:00:00+00:00",
          "2022-09-22T00:00:00+00:00",
          "2022-09-23T00:00:00+00:00",
          "2022-09-24T00:00:00+00:00",
          "2022-09-25T00:00:00+00:00",
          "2022-09-26T00:00:00+00:00",
          "2022-09-27T00:00:00+00:00",
          "2022-09-28T00:00:00+00:00",
          "2022-09-29T00:00:00+00:00",
          "2022-09-30T00:00:00+00:00",
          "2022-10-01T00:00:00+00:00",
          "2022-10-02T00:00:00+00:00",
          "2022-10-03T00:00:00+00:00",
          "2022-10-04T00:00:00+00:00",
          "2022-10-05T00:00:00+00:00",
          "2022-10-06T00:00:00+00:00",
          "2022-10-07T00:00:00+00:00",
          "2022-10-08T00:00:00+00:00",
          "2022-10-09T00:00:00+00:00",
          "2022-10-10T00:00:00+00:00",
          "2022-10-11T00:00:00+00:00",
          "2022-10-12T00:00:00+00:00",
          "2022-10-13T00:00:00+00:00",
          "2022-10-14T00:00:00+00:00",
          "2022-10-15T00:00:00+00:00",
          "2022-10-16T00:00:00+00:00",
          "2022-10-17T00:00:00+00:00",
          "2022-10-18T00:00:00+00:00",
          "2022-10-19T00:00:00+00:00",
          "2022-10-20T00:00:00+00:00",
          "2022-10-21T00:00:00+00:00",
          "2022-10-22T00:00:00+00:00",
          "2022-10-23T00:00:00+00:00",
          "2022-10-24T00:00:00+00:00",
          "2022-10-25T00:00:00+00:00",
          "2022-10-26T00:00:00+00:00",
          "2022-10-27T00:00:00+00:00",
          "2022-10-28T00:00:00+00:00",
          "2022-10-29T00:00:00+00:00",
          "2022-10-30T00:00:00+00:00",
          "2022-10-31T00:00:00+00:00",
          "2022-11-01T00:00:00+00:00",
          "2022-11-02T00:00:00+00:00",
          "2022-11-03T00:00:00+00:00",
          "2022-11-04T00:00:00+00:00",
          "2022-11-05T00:00:00+00:00",
          "2022-11-06T00:00:00+00:00",
          "2022-11-07T00:00:00+00:00",
          "2022-11-08T00:00:00+00:00",
          "2022-11-09T00:00:00+00:00",
          "2022-11-10T00:00:00+00:00",
          "2022-11-11T00:00:00+00:00",
          "2022-11-12T00:00:00+00:00",
          "2022-11-13T00:00:00+00:00",
          "2022-11-14T00:00:00+00:00",
          "2022-11-15T00:00:00+00:00",
          "2022-11-16T00:00:00+00:00",
          "2022-11-17T00:00:00+00:00",
          "2022-11-18T00:00:00+00:00",
          "2022-11-19T00:00:00+00:00",
          "2022-11-20T00:00:00+00:00",
          "2022-11-21T00:00:00+00:00",
          "2022-11-22T00:00:00+00:00",
          "2022-11-23T00:00:00+00:00",
          "2022-11-24T00:00:00+00:00",
          "2022-11-25T00:00:00+00:00",
          "2022-11-26T00:00:00+00:00",
          "2022-11-27T00:00:00+00:00",
          "2022-11-28T00:00:00+00:00",
          "2022-11-29T00:00:00+00:00",
          "2022-11-30T00:00:00+00:00",
          "2022-12-01T00:00:00+00:00",
          "2022-12-02T00:00:00+00:00",
          "2022-12-03T00:00:00+00:00",
          "2022-12-04T00:00:00+00:00",
          "2022-12-05T00:00:00+00:00",
          "2022-12-06T00:00:00+00:00",
          "2022-12-07T00:00:00+00:00",
          "2022-12-08T00:00:00+00:00",
          "2022-12-09T00:00:00+00:00",
          "2022-12-10T00:00:00+00:00",
          "2022-12-11T00:00:00+00:00",
          "2022-12-12T00:00:00+00:00",
          "2022-12-13T00:00:00+00:00",
          "2022-12-14T00:00:00+00:00",
          "2022-12-15T00:00:00+00:00",
          "2022-12-16T00:00:00+00:00",
          "2022-12-17T00:00:00+00:00",
          "2022-12-18T00:00:00+00:00",
          "2022-12-19T00:00:00+00:00",
          "2022-12-20T00:00:00+00:00",
          "2022-12-21T00:00:00+00:00",
          "2022-12-22T00:00:00+00:00",
          "2022-12-23T00:00:00+00:00",
          "2022-12-24T00:00:00+00:00",
          "2022-12-25T00:00:00+00:00",
          "2022-12-26T00:00:00+00:00",
          "2022-12-27T00:00:00+00:00",
          "2022-12-28T00:00:00+00:00",
          "2022-12-29T00:00:00+00:00",
          "2022-12-30T00:00:00+00:00",
          "2022-12-31T00:00:00+00:00",
          "2023-01-01T00:00:00+00:00",
          "2023-01-02T00:00:00+00:00",
          "2023-01-03T00:00:00+00:00",
          "2023-01-04T00:00:00+00:00",
          "2023-01-05T00:00:00+00:00",
          "2023-01-06T00:00:00+00:00",
          "2023-01-07T00:00:00+00:00",
          "2023-01-08T00:00:00+00:00",
          "2023-01-09T00:00:00+00:00",
          "2023-01-10T00:00:00+00:00",
          "2023-01-11T00:00:00+00:00",
          "2023-01-12T00:00:00+00:00",
          "2023-01-13T00:00:00+00:00",
          "2023-01-14T00:00:00+00:00",
          "2023-01-15T00:00:00+00:00",
          "2023-01-16T00:00:00+00:00",
          "2023-01-17T00:00:00+00:00",
          "2023-01-18T00:00:00+00:00",
          "2023-01-19T00:00:00+00:00",
          "2023-01-20T00:00:00+00:00",
          "2023-01-21T00:00:00+00:00",
          "2023-01-22T00:00:00+00:00",
          "2023-01-23T00:00:00+00:00",
          "2023-01-24T00:00:00+00:00",
          "2023-01-25T00:00:00+00:00",
          "2023-01-26T00:00:00+00:00",
          "2023-01-27T00:00:00+00:00",
          "2023-01-28T00:00:00+00:00",
          "2023-01-29T00:00:00+00:00",
          "2023-01-30T00:00:00+00:00",
          "2023-01-31T00:00:00+00:00",
          "2023-02-01T00:00:00+00:00",
          "2023-02-02T00:00:00+00:00",
          "2023-02-03T00:00:00+00:00",
          "2023-02-04T00:00:00+00:00",
          "2023-02-05T00:00:00+00:00",
          "2023-02-06T00:00:00+00:00",
          "2023-02-07T00:00:00+00:00",
          "2023-02-08T00:00:00+00:00",
          "2023-02-09T00:00:00+00:00",
          "2023-02-10T00:00:00+00:00",
          "2023-02-11T00:00:00+00:00",
          "2023-02-12T00:00:00+00:00",
          "2023-02-13T00:00:00+00:00",
          "2023-02-14T00:00:00+00:00",
          "2023-02-15T00:00:00+00:00",
          "2023-02-16T00:00:00+00:00",
          "2023-02-17T00:00:00+00:00",
          "2023-02-18T00:00:00+00:00",
          "2023-02-19T00:00:00+00:00",
          "2023-02-20T00:00:00+00:00",
          "2023-02-21T00:00:00+00:00",
          "2023-02-22T00:00:00+00:00",
          "2023-02-23T00:00:00+00:00",
          "2023-02-24T00:00:00+00:00",
          "2023-02-25T00:00:00+00:00",
          "2023-02-26T00:00:00+00:00",
          "2023-02-27T00:00:00+00:00",
          "2023-02-28T00:00:00+00:00",
          "2023-03-01T00:00:00+00:00",
          "2023-03-02T00:00:00+00:00",
          "2023-03-03T00:00:00+00:00",
          "2023-03-04T00:00:00+00:00",
          "2023-03-05T00:00:00+00:00",
          "2023-03-06T00:00:00+00:00",
          "2023-03-07T00:00:00+00:00",
          "2023-03-08T00:00:00+00:00",
          "2023-03-09T00:00:00+00:00",
          "2023-03-10T00:00:00+00:00",
          "2023-03-11T00:00:00+00:00",
          "2023-03-12T00:00:00+00:00",
          "2023-03-13T00:00:00+00:00"
         ],
         "xaxis": "x3",
         "y": [
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1
         ],
         "yaxis": "y3"
        }
       ],
       "layout": {
        "annotations": [
         {
          "font": {
           "size": 16
          },
          "showarrow": false,
          "text": "Orders",
          "x": 0.5,
          "xanchor": "center",
          "xref": "paper",
          "y": 1,
          "yanchor": "bottom",
          "yref": "paper"
         },
         {
          "font": {
           "size": 16
          },
          "showarrow": false,
          "text": "Trade PnL",
          "x": 0.5,
          "xanchor": "center",
          "xref": "paper",
          "y": 0.6527777777777777,
          "yanchor": "bottom",
          "yref": "paper"
         },
         {
          "font": {
           "size": 16
          },
          "showarrow": false,
          "text": "Cumulative Returns",
          "x": 0.5,
          "xanchor": "center",
          "xref": "paper",
          "y": 0.3055555555555555,
          "yanchor": "bottom",
          "yref": "paper"
         }
        ],
        "height": 960,
        "legend": {
         "orientation": "h",
         "traceorder": "normal",
         "x": 1,
         "xanchor": "right",
         "y": 1.0416666666666667,
         "yanchor": "bottom"
        },
        "margin": {
         "b": 30,
         "l": 30,
         "r": 30,
         "t": 30
        },
        "shapes": [
         {
          "line": {
           "color": "gray",
           "dash": "dash"
          },
          "type": "line",
          "x0": 0,
          "x1": 1,
          "xref": "paper",
          "y0": 0,
          "y1": 0,
          "yref": "y2"
         },
         {
          "line": {
           "color": "gray",
           "dash": "dash"
          },
          "type": "line",
          "x0": 0,
          "x1": 1,
          "xref": "paper",
          "y0": 1,
          "y1": 1,
          "yref": "y3"
         }
        ],
        "showlegend": true,
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#d6dfef"
            },
            "error_y": {
             "color": "#d6dfef"
            },
            "marker": {
             "line": {
              "color": "#21222c",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#21222c",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#A2B1C6",
             "gridcolor": "#343545",
             "linecolor": "#343545",
             "minorgridcolor": "#343545",
             "startlinecolor": "#A2B1C6"
            },
            "baxis": {
             "endlinecolor": "#A2B1C6",
             "gridcolor": "#343545",
             "linecolor": "#343545",
             "minorgridcolor": "#343545",
             "startlinecolor": "#A2B1C6"
            },
            "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": {
             "line": {
              "color": "#343545"
             }
            },
            "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": {
             "line": {
              "color": "#343545"
             }
            },
            "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": "#343545"
             },
             "line": {
              "color": "#21222c"
             }
            },
            "header": {
             "fill": {
              "color": "#2a3f5f"
             },
             "line": {
              "color": "#21222c"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#d6dfef",
           "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": [
           "#1f77b4",
           "#ff7f0e",
           "#2ca02c",
           "#dc3912",
           "#9467bd",
           "#8c564b",
           "#e377c2",
           "#7f7f7f",
           "#bcbd22",
           "#17becf"
          ],
          "font": {
           "color": "#d6dfef"
          },
          "geo": {
           "bgcolor": "#21222c",
           "lakecolor": "#21222c",
           "landcolor": "#21222c",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "#343545"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "dark"
          },
          "paper_bgcolor": "#21222c",
          "plot_bgcolor": "#21222c",
          "polar": {
           "angularaxis": {
            "gridcolor": "#343545",
            "linecolor": "#343545",
            "ticks": ""
           },
           "bgcolor": "#21222c",
           "radialaxis": {
            "gridcolor": "#343545",
            "linecolor": "#343545",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#21222c",
            "gridcolor": "#343545",
            "gridwidth": 2,
            "linecolor": "#343545",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "#aec0d6"
           },
           "yaxis": {
            "backgroundcolor": "#21222c",
            "gridcolor": "#343545",
            "gridwidth": 2,
            "linecolor": "#343545",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "#aec0d6"
           },
           "zaxis": {
            "backgroundcolor": "#21222c",
            "gridcolor": "#343545",
            "gridwidth": 2,
            "linecolor": "#343545",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "#aec0d6"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#d6dfef"
           }
          },
          "sliderdefaults": {
           "bgcolor": "#aec0d6",
           "bordercolor": "#21222c",
           "borderwidth": 1,
           "tickwidth": 0
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "#343545",
            "linecolor": "#343545",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "#343545",
            "linecolor": "#343545",
            "ticks": ""
           },
           "bgcolor": "#21222c",
           "caxis": {
            "gridcolor": "#343545",
            "linecolor": "#343545",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "updatemenudefaults": {
           "bgcolor": "#343545",
           "borderwidth": 0
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "#343545",
           "linecolor": "#343545",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "#343545",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "#343545",
           "linecolor": "#343545",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "#343545",
           "zerolinewidth": 2
          }
         }
        },
        "width": 1330,
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          1
         ],
         "matches": "x3",
         "rangeslider": {
          "visible": false
         },
         "showticklabels": false
        },
        "xaxis2": {
         "anchor": "y2",
         "domain": [
          0,
          1
         ],
         "matches": "x3",
         "showticklabels": false
        },
        "xaxis3": {
         "anchor": "y3",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "Index"
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0.6944444444444444,
          1
         ],
         "title": {
          "text": "Price"
         }
        },
        "yaxis2": {
         "anchor": "x2",
         "domain": [
          0.3472222222222222,
          0.6527777777777777
         ],
         "tickformat": ".2%",
         "title": {
          "text": "Trade PnL"
         }
        },
        "yaxis3": {
         "anchor": "x3",
         "domain": [
          0,
          0.3055555555555555
         ],
         "title": {
          "text": "Cumulative returns"
         }
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# We can now plot the entire portfolio\n",
    "merged_pf.resample(\"daily\").plot().show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Custom Order Simulator\n",
    "> Putting it all together from above <br>\n",
    "\n",
    "**Need**:<br>\n",
    "The main issue with using `from_order_func` is that we need to go over the entire data as many times as there are signals because the order function is run on each element. A far more time-efficient approach would be processing trades in a sequential order.\n",
    "This is easily possible because our trades are perfectly sorted - we don't need to process a signal if the previous signal hasn't been processed yet.\n",
    "\n",
    "Also, because the scope of this notebook assumes that signals are independent, we can simulate them independently and stop each signal's simulation once its position has been closed out\n",
    "This is only possible by writing an own simulator (which isn't as scary as it sounds!)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Let's build the simulator** <br>\n",
    "Technically, it's just a regular Numba function that does whatever we want.<br>\n",
    "What's special about it is that it calls the vectorbt's low-level API to place orders and updates the simulation state such as cash balances and positions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "metadata": {},
   "outputs": [],
   "source": [
    "# To avoid duplicating our signal logic, we will re-use order_func_nb by passing our own limited context\n",
    "# It will consist only of the fields that are required by our order_func_nb\n",
    "\n",
    "OrderContext = namedtuple(\"OrderContext\", [\n",
    "    \"i\",\n",
    "    \"col\",\n",
    "    \"index\",\n",
    "    \"open\",  \n",
    "    \"high\",\n",
    "    \"low\",\n",
    "    \"close\",\n",
    "    \"last_position\"\n",
    "])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4"
      ]
     },
     "execution_count": 114,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## Nr. of TP Levels\n",
    "signal_info.tp.shape[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "232"
      ]
     },
     "execution_count": 115,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "signal_data.get().shape[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 116,
   "metadata": {},
   "outputs": [],
   "source": [
    "# We'll first determine the bars where the signals happen, and then run a smaller simulation on the first signal.\n",
    "# Once the signal's position has been closed out, we'll terminate the simulation and continue with the next signal, \n",
    "# until all signals are processed.\n",
    "\n",
    "@njit(boundscheck=True)\n",
    "def signal_simulator_nb(index,\n",
    "                        open,\n",
    "                        high,\n",
    "                        low,\n",
    "                        close,\n",
    "                        signal_info,\n",
    "                        temp_info\n",
    "                        ):\n",
    "    # Determine the number of signals, levels, and potential orders\n",
    "    n_signals = len(signal_info.timestamp)\n",
    "    n_sl_levels = signal_info.sl.shape[1]\n",
    "    n_tp_levels = signal_info.tp.shape[1]\n",
    "    max_orders = 1 + n_sl_levels + n_tp_levels\n",
    "    \n",
    "    # TEMPORARY ARRAYS\n",
    "    # This array will hold the bar where each signal happens\n",
    "    signal_bars = np.full(n_signals, -1, dtype=np.int_)\n",
    "    \n",
    "    # This array will hold order records\n",
    "    # Initially, order records are uninitialized (junk data) but we will fill them gradually\n",
    "    # Notice how we use our own data type custom_order_dt - we can fill order type and stop type fields right during the simulation\n",
    "    order_records = np.empty((max_orders, n_signals), dtype=custom_order_dt)\n",
    "    \n",
    "    # To be able to distinguish between uninitialized and initialized (filled) orders,\n",
    "    # we'll create another array holding the number of filled orders for each signal\n",
    "    # For example, if order_records has a maximum of 6 rows and only one record is filled,\n",
    "    # order_counts will be 1 for this signal, so vectorbt can remove 5 unfilled orders later\n",
    "    order_counts = np.full(n_signals, 0, dtype=np.int_)\n",
    "    \n",
    "    # order_func_nb requires last_position, which holds the position of each signal\n",
    "    last_position = np.full(n_signals, 0.0, dtype=np.float_)\n",
    "    \n",
    "    # First, we need to determine the bars where the signals happen\n",
    "    # Even though we know their timestamps, we need to translate them into absolute indices\n",
    "    signal = 0\n",
    "    bar = 0\n",
    "    while signal < n_signals and bar < len(index):\n",
    "        if index[bar] == signal_info.timestamp[signal]:\n",
    "            # If there's a match, save the bar and continue with the next signal on the next bar\n",
    "            signal_bars[signal] = bar\n",
    "            signal += 1\n",
    "            bar += 1\n",
    "        elif index[bar] > signal_info.timestamp[signal]:\n",
    "            # If we're past the signal, continue with the next signal on the same bar\n",
    "            signal += 1\n",
    "        else:\n",
    "            # If we haven't hit the signal yet, continue on the next bar\n",
    "            bar += 1\n",
    "\n",
    "    # Once we know the bars, we can iterate over signals in a loop and simulate them independently\n",
    "    for signal in range(n_signals):\n",
    "        \n",
    "        # If there was no match in the previous level, skip the simulation\n",
    "        from_bar = signal_bars[signal]\n",
    "        if from_bar == -1:\n",
    "            continue\n",
    "            \n",
    "        # This is our initial execution state, which holds the most important cash balance\n",
    "        exec_state = vbt.pf_enums.ExecState(\n",
    "            cash=100.0,         # We'll start with a starting capital of $100\n",
    "            position=0.0,\n",
    "            debt=0.0,\n",
    "            locked_cash=0.0,\n",
    "            free_cash=100.0,\n",
    "            val_price=np.nan,\n",
    "            value=np.nan\n",
    "        )\n",
    "            \n",
    "        # Here comes the actual simulation that starts from the signal's bar and ends either once we processed all bars\n",
    "        #  or once the position has been closed out (see below)\n",
    "        for bar in range(from_bar, len(index)):\n",
    "            \n",
    "            # Create a named tuple holding the current context (this is \"c\" in order_func_nb)\n",
    "            c = OrderContext(  \n",
    "                i=bar,\n",
    "                col=signal,\n",
    "                index=index,\n",
    "                open=open,\n",
    "                high=high,\n",
    "                low=low,\n",
    "                close=close,\n",
    "                last_position=last_position,\n",
    "            )\n",
    "            \n",
    "            # If the first bar has no data, skip the simulation\n",
    "            if bar == from_bar and not has_data_nb(c):\n",
    "                break\n",
    "\n",
    "            # Price area holds the OHLC of the current bar\n",
    "            price_area = vbt.pf_enums.PriceArea(\n",
    "                vbt.flex_select_nb(open, bar, signal), \n",
    "                vbt.flex_select_nb(high, bar, signal), \n",
    "                vbt.flex_select_nb(low, bar, signal), \n",
    "                vbt.flex_select_nb(close, bar, signal)\n",
    "            )\n",
    "            \n",
    "            # Why do we need to redefine the execution state?\n",
    "            # Because we need to manually update the valuation price and the value of the column\n",
    "            # to be able to use complex size types such as target percentages\n",
    "            # As in order_func_nb, we will use the opening price as the valuation price\n",
    "            # Why doesn't vectorbt do it on its own? Because it doesn't know anything about other columns. \n",
    "            # For example, imagine having a grouped simulation with 100 columns sharing the same cash: \n",
    "            # Using the formula below wouldn't consider the positions of other 99 columns.\n",
    "            exec_state = vbt.pf_enums.ExecState(\n",
    "                cash=exec_state.cash,\n",
    "                position=exec_state.position,\n",
    "                debt=exec_state.debt,\n",
    "                locked_cash=exec_state.locked_cash,\n",
    "                free_cash=exec_state.free_cash,\n",
    "                val_price=price_area.open,\n",
    "                value=exec_state.cash + price_area.open * exec_state.position\n",
    "            )\n",
    "            \n",
    "            # Let's run the order function, which returns an order\n",
    "            # Remember when we used order_nothing_nb()? It also returns an order but with filled with nans\n",
    "            order = order_func_nb(c, signal_info, temp_info)\n",
    "            \n",
    "            # Here's the main function in this entire simulation, which \n",
    "            # 1) executes the order,\n",
    "            # 2) updates the execution state, and \n",
    "            # 3) updates the order_records and order_counts\n",
    "            order_result, exec_state = vbt.pf_nb.process_order_nb(\n",
    "                signal, ## For Grouping\n",
    "                signal, ## For column\n",
    "                bar,\n",
    "                exec_state=exec_state,\n",
    "                order=order,\n",
    "                price_area=price_area,\n",
    "                order_records=order_records,\n",
    "                order_counts=order_counts\n",
    "            )\n",
    "            \n",
    "            # Where there's no grouping, then group = column. Columns in our case are signals.        \n",
    "            # If the order was successful (i.e., it's now in order_records),\n",
    "            # we need to manually set the order type and stop type\n",
    "            if order_result.status == vbt.pf_enums.OrderStatus.Filled:\n",
    "                \n",
    "                # Use this line to get the last order of any signal\n",
    "                filled_order = order_records[order_counts[signal] - 1, signal]\n",
    "                \n",
    "                # Fill the order type\n",
    "                filled_order[\"order_type\"] = signal_info.order_type[signal]\n",
    "                \n",
    "                # Fill the stop type by going through the SL and TP levels and checking whether \n",
    "                # the order bar matches the level bar\n",
    "                order_is_stop = False\n",
    "                for k in range(n_sl_levels):\n",
    "                    if filled_order[\"idx\"] == temp_info.sl_bar[signal, k]:\n",
    "                        filled_order[\"stop_type\"] = k\n",
    "                        order_is_stop = True\n",
    "                        break\n",
    "                for k in range(n_tp_levels):\n",
    "                    if filled_order[\"idx\"] == temp_info.tp_bar[signal, k]:\n",
    "                        filled_order[\"stop_type\"] = n_sl_levels + k  # TP indices come after SL indices\n",
    "                        order_is_stop = True\n",
    "                        break\n",
    "                \n",
    "                # If order bar hasn't been matched, it's not a stop order\n",
    "                if not order_is_stop:\n",
    "                    filled_order[\"stop_type\"] = -1\n",
    "                    \n",
    "            # If we're not in position after an entry anymore, terminate the simulation\n",
    "            if temp_info.entry_price_bar[signal] != -1:\n",
    "                if exec_state.position == 0:\n",
    "                    break\n",
    "                    \n",
    "            # Don't forget to update the position array\n",
    "            last_position[signal] = exec_state.position\n",
    "        \n",
    "    # Remove uninitialized order records and flatten 2d array into a 1d array\n",
    "    return vbt.nb.repartition_nb(order_records, order_counts)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Numba requires arrays in a NumPy format, and to avoid preparing them each time,\n",
    "# let's create a function that only takes the data and signal information, and does everything else for us\n",
    "\n",
    "def signal_simulator(data, signal_info):\n",
    "    temp_info = build_temp_info(signal_info)\n",
    "    \n",
    "    custom_order_records = signal_simulator_nb(\n",
    "        index = data.index.vbt.to_ns(),  # convert to nanoseconds\n",
    "        open = vbt.to_2d_array(data.open),  # flexible indexing requires inputs to be 2d\n",
    "        high = vbt.to_2d_array(data.high),\n",
    "        low = vbt.to_2d_array(data.low),\n",
    "        close = vbt.to_2d_array(data.close),\n",
    "        signal_info = signal_info,\n",
    "        temp_info = temp_info\n",
    "    )\n",
    "    \n",
    "    # We have order records, what's left is wrapping them with a Portfolio\n",
    "    # Required are three things: \n",
    "    # 1) array wrapper with index and columns,\n",
    "    # 2) order records, and \n",
    "    # 3) prices\n",
    "    # We also need to specify the starting capital that we used during the simulation\n",
    "    return vbt.Portfolio(\n",
    "        wrapper=vbt.ArrayWrapper(\n",
    "            index=data.index, \n",
    "            columns=pd.Index(signal_data.get(\"id\").values, name=\"id\"),  # one column per signal, ids as column names\n",
    "            freq=\"minute\"),\n",
    "        order_records=custom_order_records,\n",
    "        open=data.open,\n",
    "        high=data.high,\n",
    "        low=data.low,\n",
    "        close=data.close,\n",
    "        init_cash=100.0, ## starting capital\n",
    "        orders_cls=CustomOrders\n",
    "    )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "PnL: -0.5701185962467079\n"
     ]
    }
   ],
   "source": [
    "# That's it!\n",
    "pf = signal_simulator(data, signal_info)\n",
    "print('PnL:',pf.trades.pnl.sum(group_by=True))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Int64Index([ 846,  854,  866,  884,  887,  898,  942, 1037, 1044, 1063,\n",
       "            ...\n",
       "            4381, 4382, 4387, 4390, 4400, 4408, 4411, 4413, 4425, 4432],\n",
       "           dtype='int64', name='id', length=232)"
      ]
     },
     "execution_count": 119,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pf.wrapper.columns"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In the above `vbt.ArrayWrapper` in our `signal_simulator` function  we pass `pd.Index(signal_data.get(\"id\").values, name=\"id\")`to the `columns` argument to retrieve additional information about the signal using the column `id` in the signal data. The messages id will now be displayed as column names and you can analyze them (for example, you would be able to do `pf[id].stats()` to analyze an equity curve of a single signal). Just don't analyze them all at once since they will use lots of RAM."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Start                         2021-09-02 00:00:00+00:00\n",
       "End                           2023-03-13 23:59:00+00:00\n",
       "Period                                 83 days 06:26:00\n",
       "Start Value                                       100.0\n",
       "Min Value                                     99.939939\n",
       "Max Value                                    100.077239\n",
       "End Value                                     99.939939\n",
       "Total Return [%]                              -0.060061\n",
       "Benchmark Return [%]                           5.439047\n",
       "Total Time Exposure [%]                        0.010008\n",
       "Max Gross Exposure [%]                            100.0\n",
       "Max Drawdown [%]                               0.137193\n",
       "Max Drawdown Duration                  80 days 00:35:00\n",
       "Total Orders                                          4\n",
       "Total Fees Paid                                     0.0\n",
       "Total Trades                                          3\n",
       "Win Rate [%]                                  66.666667\n",
       "Best Trade [%]                                  0.09826\n",
       "Worst Trade [%]                               -0.292548\n",
       "Avg Winning Trade [%]                          0.056388\n",
       "Avg Losing Trade [%]                          -0.292548\n",
       "Avg Winning Trade Duration              0 days 00:04:00\n",
       "Avg Losing Trade Duration               0 days 00:12:00\n",
       "Profit Factor                                  0.384741\n",
       "Expectancy                                     -0.02002\n",
       "Sharpe Ratio                                  -1.542342\n",
       "Calmar Ratio                                  -0.286392\n",
       "Omega Ratio                                    0.610956\n",
       "Sortino Ratio                                 -1.929536\n",
       "Name: 846, dtype: object"
      ]
     },
     "execution_count": 120,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "id = 846\n",
    "pf[id].stats()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Summary of `signal_simulator` function\n",
    "- Basically we take `from_order_func`, remove redundant parts from it and introduce some optimizations. In `from_order_func` , each signal (column) required going through the entire data from the start to the end, but in our custom simulator we can skip these parts, which makes it much, much faster. \n",
    "- We also create the temporary arrays and write our own custom records in-place instead of fixing them after the simulation, which is very convenient.\n",
    "- The only part that isn't integrated is merging the records, but having the records partitioned by signal provides more depth and is overall better for analysis, the user can still merge them at any time after the simulation with functions developed previously."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "vbt",
   "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": "3.10.6"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "553d3b352623cb609a2efe4df91242fdc89d5ebcee56d9279e2aa2c11b529c13"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}