prophet_model.ipynb

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     "text": [
      "WARNING: You are using pip version 21.2.3; however, version 23.2.1 is available.\n",
      "You should consider upgrading via the 'c:\\Users\\gunna\\Documents\\Maskinlæring\\Prosjekt\\power-predictor\\venv\\Scripts\\python.exe -m pip install --upgrade pip' command.\n"
     ]
    },
    {
     "name": "stdout",
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     "text": [
      "Requirement already satisfied: prophet in c:\\users\\gunna\\documents\\maskinlæring\\prosjekt\\power-predictor\\venv\\lib\\site-packages (1.1.4)\n",
      "Requirement already satisfied: convertdate>=2.1.2 in c:\\users\\gunna\\documents\\maskinlæring\\prosjekt\\power-predictor\\venv\\lib\\site-packages (from prophet) (2.4.0)\n",
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      "Note: you may need to restart the kernel to use updated packages.\n"
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     "text": [
      "Importing plotly failed. Interactive plots will not work.\n"
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   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from src.data.data_fetcher import get_all_features, get_raw_data\n",
    "from src.features.feature_engineering import prepare_data\n",
    "from src.features.preprocess_data import get_preprocessed_test_data, fetch_preprocessed_data\n",
    "\n",
    "%pip install prophet\n",
    "\n",
    "from prophet import Prophet\n",
    "\n",
    "from sklearn.metrics import mean_squared_error, mean_absolute_error\n",
    "\n",
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "\n",
    "plt.style.use('ggplot')\n",
    "plt.style.use('fivethirtyeight')\n",
    "\n",
    "def mean_absolute_percentage_error(y_true, y_pred): \n",
    "    \"\"\"Calculates MAPE given y_true and y_pred\"\"\"\n",
    "    y_true, y_pred = np.array(y_true), np.array(y_pred)\n",
    "    return np.mean(np.abs((y_true - y_pred) / y_true)) * 100"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Data\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from typing import Tuple\n",
    "import pandas as pd\n",
    "from src.data.data_fetcher import get_raw_data, get_tests\n",
    "from src.features.feature_engineering import (\n",
    "    feature_engineer,\n",
    "    prepare_data,\n",
    "    temporal_alignment,\n",
    "    add_location,\n",
    ")\n",
    "\n",
    "import src.features.preprocess_data\n",
    "import src.features.feature_engineering\n",
    "\n",
    "from datetime import datetime\n",
    "import pandas as pd\n",
    "from typing import List, Tuple\n",
    "import numpy as np\n",
    "from sklearn.model_selection import train_test_split\n",
    "from scipy.stats import skew\n",
    "import numpy as np\n",
    "from sklearn.preprocessing import StandardScaler, MinMaxScaler, PolynomialFeatures\n",
    "import math"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2061\n",
      "282\n"
     ]
    }
   ],
   "source": [
    "def prepare_prophet_data(\n",
    "    train_observed: pd.DataFrame,\n",
    "    train_estimated: pd.DataFrame,\n",
    "    test_size=0.2,\n",
    "    random_state=42,\n",
    ") -> Tuple[\n",
    "    pd.DataFrame,\n",
    "    pd.DataFrame,\n",
    "    pd.Series,\n",
    "    pd.Series,\n",
    "    pd.DataFrame,\n",
    "    pd.DataFrame,\n",
    "    pd.Series,\n",
    "    pd.Series,\n",
    "]:\n",
    "    \"\"\"\n",
    "    Prepares the data for modeling by handling missing values and splitting the data.\n",
    "\n",
    "    Args:\n",
    "    train_observed (pd.DataFrame): The aligned training DataFrame with observed features.\n",
    "    train_estimated (pd.DataFrame): The aligned training DataFrame with estimated features.\n",
    "    test_size (float): The proportion of the dataset to include in the test split.\n",
    "    random_state (int): Controls the shuffling applied to the data before applying the split.\n",
    "\n",
    "    Returns:\n",
    "    X_train_obs (pd.DataFrame): The training features with observed data.\n",
    "    X_val_obs (pd.DataFrame): The validation features with observed data.\n",
    "    y_train_obs (pd.Series): The training target with observed data.\n",
    "    y_val_obs (pd.Series): The validation target with observed data.\n",
    "    X_train_est (pd.DataFrame): The training features with estimated data.\n",
    "    X_val_est (pd.DataFrame): The validation features with estimated data.\n",
    "    y_train_est (pd.Series): The training target with estimated data.\n",
    "    y_val_est (pd.Series): The validation target with estimated data.\n",
    "    \"\"\"\n",
    "\n",
    "    # Handle missing values (e.g., imputation, removal)\n",
    "    train_observed_clean = train_observed.dropna()\n",
    "    train_estimated_clean = train_estimated.dropna()\n",
    "\n",
    "    # # Feature engineer\n",
    "    train_observed_clean = feature_engineer(train_observed_clean)\n",
    "    train_estimated_clean = feature_engineer(train_estimated_clean)\n",
    "\n",
    "    # Split the data into features (X) and target (y)\n",
    "    X_obs = train_observed_clean.drop(\n",
    "        columns=[\"time\"]\n",
    "    )\n",
    "\n",
    "    X_obs = X_obs.rename(columns= {\"date_forecast\": 'ds',\n",
    "                                   'pv_measurement': 'y'})\n",
    "    \n",
    "    y_obs = train_observed_clean[\"pv_measurement\"]\n",
    "\n",
    "    X_est = train_estimated_clean.drop(\n",
    "        columns=[\"time\", \"date_calc\"]\n",
    "    )\n",
    "\n",
    "    X_est = X_est.rename(columns= {\"date_forecast\": 'ds',\n",
    "                                   'pv_measurement': 'y'})\n",
    "    \n",
    "    y_est = train_estimated_clean[\"pv_measurement\"]\n",
    "\n",
    "    # Split the data into training and validation sets\n",
    "    X_train_obs, X_val_obs, y_train_obs, y_val_obs = train_test_split(\n",
    "        X_obs, y_obs, test_size=test_size, random_state=random_state\n",
    "    )\n",
    "    X_train_est, X_val_est, y_train_est, y_val_est = train_test_split(\n",
    "        X_est, y_est, test_size=test_size, random_state=random_state\n",
    "    )\n",
    "\n",
    "    return (\n",
    "        X_train_obs,\n",
    "        X_val_obs,\n",
    "        y_train_obs,\n",
    "        y_val_obs,\n",
    "        X_train_est,\n",
    "        X_val_est,\n",
    "        y_train_est,\n",
    "        y_val_est,\n",
    "    )\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "def fetch_prophet_preprocessed_data() -> (\n",
    "    Tuple[\n",
    "        pd.DataFrame,\n",
    "        pd.DataFrame,\n",
    "        pd.DataFrame,\n",
    "        pd.DataFrame,\n",
    "        pd.DataFrame,\n",
    "        pd.DataFrame,\n",
    "        pd.DataFrame,\n",
    "        pd.DataFrame,\n",
    "    ]\n",
    "):\n",
    "    \"\"\"\n",
    "    Fetch the preprocessed data for training and validation.\n",
    "\n",
    "    Returns:\n",
    "        X_train_obs_combined: The observed data for training\n",
    "        X_val_obs_combined: The observed data for validation\n",
    "        y_train_obs_combined: The observed labels for training\n",
    "        y_val_obs_combined: The observed labels for validation\n",
    "        X_train_est_combined: The estimated data for training\n",
    "        X_val_est_combined: The estimated data for validation\n",
    "        y_train_est_combined: The estimated labels for training\n",
    "        y_val_est_combined: The estimated labels for validation\n",
    "    \"\"\"\n",
    "    (\n",
    "        train_a,\n",
    "        train_b,\n",
    "        train_c,\n",
    "        X_train_estimated_a,\n",
    "        X_train_estimated_b,\n",
    "        X_train_estimated_c,\n",
    "        X_train_observed_a,\n",
    "        X_train_observed_b,\n",
    "        X_train_observed_c,\n",
    "        _,\n",
    "        _,\n",
    "        _,\n",
    "    ) = get_raw_data()\n",
    "\n",
    "    # Temporally align the data from all three locations to the same time.\n",
    "    train_observed_a, train_estimated_a = temporal_alignment(\n",
    "        train_a, X_train_observed_a, X_train_estimated_a\n",
    "    )\n",
    "    train_observed_b, train_estimated_b = temporal_alignment(\n",
    "        train_b, X_train_observed_b, X_train_estimated_b\n",
    "    )\n",
    "    train_observed_c, train_estimated_c = temporal_alignment(\n",
    "        train_c, X_train_observed_c, X_train_estimated_c\n",
    "    )\n",
    "\n",
    "    # Add location data\n",
    "    train_observed_a = add_location(train_observed_a, \"a\")\n",
    "    train_estimated_a = add_location(train_estimated_a, \"a\")\n",
    "\n",
    "    train_observed_b = add_location(train_observed_b, \"b\")\n",
    "    train_estimated_b = add_location(train_estimated_b, \"b\")\n",
    "\n",
    "    train_observed_c = add_location(train_observed_c, \"c\")\n",
    "    train_estimated_c = add_location(train_estimated_c, \"c\")\n",
    "\n",
    "    # Combine the temporally aligned datasets from all three locations\n",
    "    train_observed_combined = pd.concat(\n",
    "        [train_observed_a, train_observed_b, train_observed_c], ignore_index=True\n",
    "    )\n",
    "    train_estimated_combined = pd.concat(\n",
    "        [train_estimated_a, train_estimated_b, train_estimated_c], ignore_index=True\n",
    "    )\n",
    "\n",
    "    # Prepare the combined dataset by handling missing values and splitting the data\n",
    "    (\n",
    "        X_train_obs_combined,\n",
    "        X_val_obs_combined,\n",
    "        y_train_obs_combined,\n",
    "        y_val_obs_combined,\n",
    "        X_train_est_combined,\n",
    "        X_val_est_combined,\n",
    "        y_train_est_combined,\n",
    "        y_val_est_combined,\n",
    "    ) = prepare_prophet_data(train_observed_combined, train_estimated_combined)\n",
    "\n",
    "    return (\n",
    "        X_train_obs_combined,\n",
    "        X_val_obs_combined,\n",
    "        y_train_obs_combined,\n",
    "        y_val_obs_combined,\n",
    "        X_train_est_combined,\n",
    "        X_val_est_combined,\n",
    "        y_train_est_combined,\n",
    "        y_val_est_combined,\n",
    "    )\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "train_a, train_b, train_c, X_train_estimated_a, X_train_estimated_b, X_train_estimated_c, X_train_observed_a, X_train_observed_b, X_train_observed_c, X_test_estimated_a, X_test_estimated_b, X_test_estimated_c = get_raw_data()\n",
    "\n",
    "\n",
    "X_train_obs_combined, X_val_obs_combined, y_train_obs_combined, y_val_obs_combined, X_train_est_combined, X_val_est_combined, y_train_est_combined, y_val_est_combined = fetch_prophet_preprocessed_data()\n",
    "\n",
    "\n",
    "X_test_estimated_a_processed, X_test_estimated_b_processed, X_test_estimated_c_processed = get_preprocessed_test_data()\n",
    "\n",
    "\n",
    "\n",
    "pd.set_option('display.max_rows', 200)\n",
    "\n",
    "X_train_obs_combined\n",
    "\n",
    "count = (X_train_obs_combined[\"y\"] == 0).sum()\n",
    "print(count)\n",
    "\n",
    "count = (X_train_obs_combined[\"y\"] != 0).sum()\n",
    "print(count)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
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   "outputs": [
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       "      <td>261.700012</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.400</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.385413</td>\n",
       "      <td>0.922744</td>\n",
       "      <td>8.660254e-01</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85456</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-10 22:00:00</td>\n",
       "      <td>0.900</td>\n",
       "      <td>1.40200</td>\n",
       "      <td>28.125000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>28.075001</td>\n",
       "      <td>0.00</td>\n",
       "      <td>253.500000</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.350</td>\n",
       "      <td>1.525</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.635068</td>\n",
       "      <td>0.772456</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34697</th>\n",
       "      <td>6.9000</td>\n",
       "      <td>2019-01-26 11:00:00</td>\n",
       "      <td>2.300</td>\n",
       "      <td>1.28925</td>\n",
       "      <td>2195.350098</td>\n",
       "      <td>2.709067e+05</td>\n",
       "      <td>81.224998</td>\n",
       "      <td>2195.350098</td>\n",
       "      <td>0.00</td>\n",
       "      <td>263.700012</td>\n",
       "      <td>...</td>\n",
       "      <td>-4.800</td>\n",
       "      <td>2.550</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.416926</td>\n",
       "      <td>0.908940</td>\n",
       "      <td>2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85287</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-03 21:00:00</td>\n",
       "      <td>1.050</td>\n",
       "      <td>1.37550</td>\n",
       "      <td>28.400000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>28.500000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>254.925003</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.525</td>\n",
       "      <td>0.550</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.537677</td>\n",
       "      <td>0.843151</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52667</th>\n",
       "      <td>18.9750</td>\n",
       "      <td>2021-02-13 11:00:00</td>\n",
       "      <td>3.525</td>\n",
       "      <td>1.31700</td>\n",
       "      <td>3482.800049</td>\n",
       "      <td>6.141820e+05</td>\n",
       "      <td>179.574997</td>\n",
       "      <td>1056.175049</td>\n",
       "      <td>0.00</td>\n",
       "      <td>268.875000</td>\n",
       "      <td>...</td>\n",
       "      <td>6.975</td>\n",
       "      <td>2.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.674069</td>\n",
       "      <td>0.738668</td>\n",
       "      <td>2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42111</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-12-01 12:00:00</td>\n",
       "      <td>4.750</td>\n",
       "      <td>1.27500</td>\n",
       "      <td>923.699951</td>\n",
       "      <td>1.259748e+05</td>\n",
       "      <td>27.450001</td>\n",
       "      <td>923.699951</td>\n",
       "      <td>0.00</td>\n",
       "      <td>272.950012</td>\n",
       "      <td>...</td>\n",
       "      <td>4.125</td>\n",
       "      <td>-1.450</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.512055</td>\n",
       "      <td>0.858953</td>\n",
       "      <td>1.224647e-16</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85409</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-08 23:00:00</td>\n",
       "      <td>0.900</td>\n",
       "      <td>1.40300</td>\n",
       "      <td>28.299999</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>31.799999</td>\n",
       "      <td>0.00</td>\n",
       "      <td>253.050003</td>\n",
       "      <td>...</td>\n",
       "      <td>0.025</td>\n",
       "      <td>1.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.608121</td>\n",
       "      <td>0.793844</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85318</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-05 04:00:00</td>\n",
       "      <td>0.700</td>\n",
       "      <td>1.42100</td>\n",
       "      <td>28.299999</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>175.100006</td>\n",
       "      <td>0.00</td>\n",
       "      <td>250.949997</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.150</td>\n",
       "      <td>1.100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.566362</td>\n",
       "      <td>0.824157</td>\n",
       "      <td>8.660254e-01</td>\n",
       "      <td>5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35018</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-08 20:00:00</td>\n",
       "      <td>4.575</td>\n",
       "      <td>1.25925</td>\n",
       "      <td>829.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>829.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>272.375000</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.625</td>\n",
       "      <td>0.525</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.608121</td>\n",
       "      <td>0.793844</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "      <td>5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34442</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-15 20:00:00</td>\n",
       "      <td>1.925</td>\n",
       "      <td>1.31350</td>\n",
       "      <td>980.775024</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>980.775024</td>\n",
       "      <td>0.00</td>\n",
       "      <td>261.875000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500</td>\n",
       "      <td>2.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.238513</td>\n",
       "      <td>0.971139</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "      <td>5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35097</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-12 03:00:00</td>\n",
       "      <td>3.700</td>\n",
       "      <td>1.29425</td>\n",
       "      <td>1603.650024</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1603.650024</td>\n",
       "      <td>0.00</td>\n",
       "      <td>269.500000</td>\n",
       "      <td>...</td>\n",
       "      <td>3.100</td>\n",
       "      <td>2.300</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.661263</td>\n",
       "      <td>0.750154</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52746</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-16 18:00:00</td>\n",
       "      <td>2.725</td>\n",
       "      <td>1.29625</td>\n",
       "      <td>8207.375000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>6690.600098</td>\n",
       "      <td>0.00</td>\n",
       "      <td>265.725006</td>\n",
       "      <td>...</td>\n",
       "      <td>-4.725</td>\n",
       "      <td>1.675</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.711276</td>\n",
       "      <td>0.702913</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "      <td>-1.836970e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52401</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-02 09:00:00</td>\n",
       "      <td>1.100</td>\n",
       "      <td>1.36175</td>\n",
       "      <td>3551.750000</td>\n",
       "      <td>1.152259e+05</td>\n",
       "      <td>53.674999</td>\n",
       "      <td>1294.400024</td>\n",
       "      <td>0.00</td>\n",
       "      <td>255.824997</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.625</td>\n",
       "      <td>0.725</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.523094</td>\n",
       "      <td>0.852275</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85484</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-12 02:00:00</td>\n",
       "      <td>1.100</td>\n",
       "      <td>1.38700</td>\n",
       "      <td>6387.600098</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>884.500000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>255.250000</td>\n",
       "      <td>...</td>\n",
       "      <td>1.250</td>\n",
       "      <td>3.425</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.661263</td>\n",
       "      <td>0.750154</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85427</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-09 17:00:00</td>\n",
       "      <td>1.925</td>\n",
       "      <td>1.32500</td>\n",
       "      <td>863.700012</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>654.200012</td>\n",
       "      <td>0.00</td>\n",
       "      <td>261.524994</td>\n",
       "      <td>...</td>\n",
       "      <td>1.550</td>\n",
       "      <td>3.650</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.621687</td>\n",
       "      <td>0.783266</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52477</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-05 13:00:00</td>\n",
       "      <td>1.400</td>\n",
       "      <td>1.37575</td>\n",
       "      <td>101.900002</td>\n",
       "      <td>3.775030e+05</td>\n",
       "      <td>84.324997</td>\n",
       "      <td>216.399994</td>\n",
       "      <td>0.00</td>\n",
       "      <td>258.349976</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.350</td>\n",
       "      <td>0.900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.566362</td>\n",
       "      <td>0.824157</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52758</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-17 06:00:00</td>\n",
       "      <td>2.900</td>\n",
       "      <td>1.28925</td>\n",
       "      <td>7977.774902</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>3442.475098</td>\n",
       "      <td>0.00</td>\n",
       "      <td>266.299988</td>\n",
       "      <td>...</td>\n",
       "      <td>-3.550</td>\n",
       "      <td>2.525</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.723262</td>\n",
       "      <td>0.690574</td>\n",
       "      <td>1.000000e+00</td>\n",
       "      <td>6.123234e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93466</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-01-10 18:00:00</td>\n",
       "      <td>3.000</td>\n",
       "      <td>1.30100</td>\n",
       "      <td>12170.724609</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>8328.400391</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>266.774994</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.600</td>\n",
       "      <td>3.200</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.154204</td>\n",
       "      <td>0.988039</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "      <td>-1.836970e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85413</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-09 03:00:00</td>\n",
       "      <td>0.800</td>\n",
       "      <td>1.40500</td>\n",
       "      <td>28.349998</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>30.400000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>252.100006</td>\n",
       "      <td>...</td>\n",
       "      <td>0.100</td>\n",
       "      <td>1.300</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.621687</td>\n",
       "      <td>0.783266</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34812</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-31 06:00:00</td>\n",
       "      <td>2.350</td>\n",
       "      <td>1.29350</td>\n",
       "      <td>1811.449951</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1811.449951</td>\n",
       "      <td>0.00</td>\n",
       "      <td>263.899994</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.750</td>\n",
       "      <td>1.300</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.493468</td>\n",
       "      <td>0.869764</td>\n",
       "      <td>1.000000e+00</td>\n",
       "      <td>6.123234e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52617</th>\n",
       "      <td>3.4500</td>\n",
       "      <td>2021-02-11 09:00:00</td>\n",
       "      <td>0.825</td>\n",
       "      <td>1.41450</td>\n",
       "      <td>27.849998</td>\n",
       "      <td>2.301355e+05</td>\n",
       "      <td>93.724998</td>\n",
       "      <td>31.450001</td>\n",
       "      <td>0.00</td>\n",
       "      <td>252.350006</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.225</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.648262</td>\n",
       "      <td>0.761418</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35160</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-14 18:00:00</td>\n",
       "      <td>5.625</td>\n",
       "      <td>1.25750</td>\n",
       "      <td>1176.250000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1176.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>275.600006</td>\n",
       "      <td>...</td>\n",
       "      <td>8.200</td>\n",
       "      <td>0.450</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.686676</td>\n",
       "      <td>0.726964</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "      <td>-1.836970e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22513</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-26 23:00:00</td>\n",
       "      <td>4.500</td>\n",
       "      <td>1.27900</td>\n",
       "      <td>2758.699951</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>604.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>272.150024</td>\n",
       "      <td>...</td>\n",
       "      <td>2.450</td>\n",
       "      <td>2.125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.107308</td>\n",
       "      <td>0.994226</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85350</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-06 12:00:00</td>\n",
       "      <td>1.225</td>\n",
       "      <td>1.37300</td>\n",
       "      <td>28.150002</td>\n",
       "      <td>4.869223e+05</td>\n",
       "      <td>127.775002</td>\n",
       "      <td>358.850006</td>\n",
       "      <td>0.00</td>\n",
       "      <td>256.350006</td>\n",
       "      <td>...</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.725</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.580455</td>\n",
       "      <td>0.814292</td>\n",
       "      <td>1.224647e-16</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14764</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-07 02:00:00</td>\n",
       "      <td>1.300</td>\n",
       "      <td>1.39600</td>\n",
       "      <td>28.299999</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>402.625000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>257.100006</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.750</td>\n",
       "      <td>0.875</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.594376</td>\n",
       "      <td>0.804187</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35157</th>\n",
       "      <td>6.0375</td>\n",
       "      <td>2019-02-14 15:00:00</td>\n",
       "      <td>6.050</td>\n",
       "      <td>1.24950</td>\n",
       "      <td>1324.824951</td>\n",
       "      <td>1.346368e+05</td>\n",
       "      <td>13.125000</td>\n",
       "      <td>1324.824951</td>\n",
       "      <td>0.00</td>\n",
       "      <td>276.674988</td>\n",
       "      <td>...</td>\n",
       "      <td>9.825</td>\n",
       "      <td>0.725</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.686676</td>\n",
       "      <td>0.726964</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14586</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-01-30 16:00:00</td>\n",
       "      <td>3.700</td>\n",
       "      <td>1.27775</td>\n",
       "      <td>3339.100098</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>336.649994</td>\n",
       "      <td>0.00</td>\n",
       "      <td>269.549988</td>\n",
       "      <td>...</td>\n",
       "      <td>2.550</td>\n",
       "      <td>2.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.478434</td>\n",
       "      <td>0.878124</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85415</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-09 05:00:00</td>\n",
       "      <td>0.800</td>\n",
       "      <td>1.40650</td>\n",
       "      <td>28.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>28.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>251.774994</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.300</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.621687</td>\n",
       "      <td>0.783266</td>\n",
       "      <td>9.659258e-01</td>\n",
       "      <td>2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14668</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-03 02:00:00</td>\n",
       "      <td>1.025</td>\n",
       "      <td>1.37300</td>\n",
       "      <td>28.299999</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>141.375000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>254.899994</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.825</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.537677</td>\n",
       "      <td>0.843151</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77799</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2020-03-28 19:00:00</td>\n",
       "      <td>3.600</td>\n",
       "      <td>1.32550</td>\n",
       "      <td>344.975006</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>633.875000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>269.250000</td>\n",
       "      <td>...</td>\n",
       "      <td>3.950</td>\n",
       "      <td>-1.100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.997250</td>\n",
       "      <td>0.074117</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "      <td>2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14787</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-08 01:00:00</td>\n",
       "      <td>1.300</td>\n",
       "      <td>1.38650</td>\n",
       "      <td>1665.425049</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>279.274994</td>\n",
       "      <td>0.00</td>\n",
       "      <td>257.500000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.300</td>\n",
       "      <td>1.625</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.608121</td>\n",
       "      <td>0.793844</td>\n",
       "      <td>2.588190e-01</td>\n",
       "      <td>9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75010</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-12-03 14:00:00</td>\n",
       "      <td>6.450</td>\n",
       "      <td>1.23400</td>\n",
       "      <td>384.649994</td>\n",
       "      <td>4.090350e+03</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>384.649994</td>\n",
       "      <td>0.00</td>\n",
       "      <td>277.524994</td>\n",
       "      <td>...</td>\n",
       "      <td>4.600</td>\n",
       "      <td>1.275</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.482206</td>\n",
       "      <td>0.876058</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52475</th>\n",
       "      <td>0.8625</td>\n",
       "      <td>2021-02-05 11:00:00</td>\n",
       "      <td>1.200</td>\n",
       "      <td>1.38650</td>\n",
       "      <td>28.200001</td>\n",
       "      <td>4.429218e+05</td>\n",
       "      <td>131.149994</td>\n",
       "      <td>245.975006</td>\n",
       "      <td>0.00</td>\n",
       "      <td>256.250000</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.100</td>\n",
       "      <td>1.075</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.566362</td>\n",
       "      <td>0.824157</td>\n",
       "      <td>2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35129</th>\n",
       "      <td>71.5875</td>\n",
       "      <td>2019-02-13 11:00:00</td>\n",
       "      <td>5.750</td>\n",
       "      <td>1.25775</td>\n",
       "      <td>883.700012</td>\n",
       "      <td>6.050214e+05</td>\n",
       "      <td>176.425003</td>\n",
       "      <td>883.700012</td>\n",
       "      <td>0.00</td>\n",
       "      <td>275.799988</td>\n",
       "      <td>...</td>\n",
       "      <td>9.125</td>\n",
       "      <td>-0.475</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.674069</td>\n",
       "      <td>0.738668</td>\n",
       "      <td>2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93090</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-26 02:00:00</td>\n",
       "      <td>4.225</td>\n",
       "      <td>1.27700</td>\n",
       "      <td>1044.900024</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>269.950012</td>\n",
       "      <td>0.00</td>\n",
       "      <td>271.250000</td>\n",
       "      <td>...</td>\n",
       "      <td>2.125</td>\n",
       "      <td>-0.450</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.107308</td>\n",
       "      <td>0.994226</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52628</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-11 20:00:00</td>\n",
       "      <td>1.200</td>\n",
       "      <td>1.39050</td>\n",
       "      <td>5614.149902</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1723.625000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>256.175018</td>\n",
       "      <td>...</td>\n",
       "      <td>1.075</td>\n",
       "      <td>2.450</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.648262</td>\n",
       "      <td>0.761418</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "      <td>5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93260</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-01-02 04:00:00</td>\n",
       "      <td>4.000</td>\n",
       "      <td>1.25175</td>\n",
       "      <td>5338.674805</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2917.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>270.600006</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.500</td>\n",
       "      <td>2.950</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.017202</td>\n",
       "      <td>0.999852</td>\n",
       "      <td>8.660254e-01</td>\n",
       "      <td>5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85365</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-07 03:00:00</td>\n",
       "      <td>0.925</td>\n",
       "      <td>1.40850</td>\n",
       "      <td>28.324999</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>557.875000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>253.774994</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.175</td>\n",
       "      <td>0.900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.594376</td>\n",
       "      <td>0.804187</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85254</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-02 12:00:00</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.35800</td>\n",
       "      <td>4625.424805</td>\n",
       "      <td>4.092533e+05</td>\n",
       "      <td>106.550003</td>\n",
       "      <td>1117.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>254.225006</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.275</td>\n",
       "      <td>0.950</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.523094</td>\n",
       "      <td>0.852275</td>\n",
       "      <td>1.224647e-16</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85998</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-03-05 12:00:00</td>\n",
       "      <td>4.200</td>\n",
       "      <td>1.28700</td>\n",
       "      <td>1063.724976</td>\n",
       "      <td>1.164006e+06</td>\n",
       "      <td>313.475006</td>\n",
       "      <td>721.099976</td>\n",
       "      <td>0.00</td>\n",
       "      <td>271.375000</td>\n",
       "      <td>...</td>\n",
       "      <td>3.150</td>\n",
       "      <td>2.350</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.883720</td>\n",
       "      <td>0.468015</td>\n",
       "      <td>1.224647e-16</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93129</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-27 17:00:00</td>\n",
       "      <td>2.000</td>\n",
       "      <td>1.31350</td>\n",
       "      <td>4369.549805</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>3948.475098</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>261.950012</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.425</td>\n",
       "      <td>1.800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.090190</td>\n",
       "      <td>0.995925</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35064</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-10 18:00:00</td>\n",
       "      <td>4.575</td>\n",
       "      <td>1.25525</td>\n",
       "      <td>1354.400024</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1354.400024</td>\n",
       "      <td>0.00</td>\n",
       "      <td>272.349976</td>\n",
       "      <td>...</td>\n",
       "      <td>3.250</td>\n",
       "      <td>0.325</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.635068</td>\n",
       "      <td>0.772456</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "      <td>-1.836970e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85569</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-15 15:00:00</td>\n",
       "      <td>2.600</td>\n",
       "      <td>1.30825</td>\n",
       "      <td>5583.000000</td>\n",
       "      <td>1.620336e+05</td>\n",
       "      <td>17.800001</td>\n",
       "      <td>5049.950195</td>\n",
       "      <td>0.00</td>\n",
       "      <td>265.049988</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.100</td>\n",
       "      <td>1.700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.699079</td>\n",
       "      <td>0.715044</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85459</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-11 01:00:00</td>\n",
       "      <td>0.700</td>\n",
       "      <td>1.42700</td>\n",
       "      <td>28.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>34.474998</td>\n",
       "      <td>0.00</td>\n",
       "      <td>250.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.025</td>\n",
       "      <td>1.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.648262</td>\n",
       "      <td>0.761418</td>\n",
       "      <td>2.588190e-01</td>\n",
       "      <td>9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22712</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-01-04 06:00:00</td>\n",
       "      <td>2.875</td>\n",
       "      <td>1.27475</td>\n",
       "      <td>110.199997</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>35.799999</td>\n",
       "      <td>0.00</td>\n",
       "      <td>266.674988</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.175</td>\n",
       "      <td>0.650</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.051584</td>\n",
       "      <td>0.998669</td>\n",
       "      <td>1.000000e+00</td>\n",
       "      <td>6.123234e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93496</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-01-12 00:00:00</td>\n",
       "      <td>3.975</td>\n",
       "      <td>1.27450</td>\n",
       "      <td>2307.600098</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1473.349976</td>\n",
       "      <td>0.00</td>\n",
       "      <td>270.600006</td>\n",
       "      <td>...</td>\n",
       "      <td>0.250</td>\n",
       "      <td>5.650</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.188099</td>\n",
       "      <td>0.982150</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14662</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-02 20:00:00</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.37450</td>\n",
       "      <td>28.250000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>106.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>254.550003</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.500</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.523094</td>\n",
       "      <td>0.852275</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "      <td>5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74951</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-12-01 03:00:00</td>\n",
       "      <td>4.225</td>\n",
       "      <td>1.27550</td>\n",
       "      <td>1138.974976</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1138.974976</td>\n",
       "      <td>0.00</td>\n",
       "      <td>271.349976</td>\n",
       "      <td>...</td>\n",
       "      <td>4.700</td>\n",
       "      <td>3.100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.512055</td>\n",
       "      <td>0.858953</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34839</th>\n",
       "      <td>32.7750</td>\n",
       "      <td>2019-02-01 09:00:00</td>\n",
       "      <td>2.500</td>\n",
       "      <td>1.30125</td>\n",
       "      <td>2079.125000</td>\n",
       "      <td>1.056439e+05</td>\n",
       "      <td>49.850002</td>\n",
       "      <td>2079.125000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>264.750000</td>\n",
       "      <td>...</td>\n",
       "      <td>-3.400</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.508356</td>\n",
       "      <td>0.861147</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85369</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-07 07:00:00</td>\n",
       "      <td>0.900</td>\n",
       "      <td>1.40475</td>\n",
       "      <td>1245.724976</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1014.950012</td>\n",
       "      <td>0.00</td>\n",
       "      <td>253.699997</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.594376</td>\n",
       "      <td>0.804187</td>\n",
       "      <td>9.659258e-01</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34627</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-23 13:00:00</td>\n",
       "      <td>1.675</td>\n",
       "      <td>1.32500</td>\n",
       "      <td>1090.424927</td>\n",
       "      <td>1.733785e+05</td>\n",
       "      <td>33.549999</td>\n",
       "      <td>1090.424927</td>\n",
       "      <td>0.00</td>\n",
       "      <td>260.100006</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.300</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.369484</td>\n",
       "      <td>0.929237</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14765</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-07 03:00:00</td>\n",
       "      <td>1.225</td>\n",
       "      <td>1.39700</td>\n",
       "      <td>28.324999</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>388.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>256.849976</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.625</td>\n",
       "      <td>0.900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.594376</td>\n",
       "      <td>0.804187</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34940</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-05 14:00:00</td>\n",
       "      <td>1.800</td>\n",
       "      <td>1.34150</td>\n",
       "      <td>1396.924927</td>\n",
       "      <td>2.010741e+05</td>\n",
       "      <td>31.975000</td>\n",
       "      <td>1396.924927</td>\n",
       "      <td>0.00</td>\n",
       "      <td>260.950012</td>\n",
       "      <td>...</td>\n",
       "      <td>0.250</td>\n",
       "      <td>1.200</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.566362</td>\n",
       "      <td>0.824157</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60500</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-01-05 23:00:00</td>\n",
       "      <td>3.275</td>\n",
       "      <td>1.28750</td>\n",
       "      <td>3179.425049</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1787.675049</td>\n",
       "      <td>0.00</td>\n",
       "      <td>268.075012</td>\n",
       "      <td>...</td>\n",
       "      <td>2.400</td>\n",
       "      <td>-1.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.068755</td>\n",
       "      <td>0.997634</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75011</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-12-03 15:00:00</td>\n",
       "      <td>6.525</td>\n",
       "      <td>1.23550</td>\n",
       "      <td>386.649994</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>386.649994</td>\n",
       "      <td>0.00</td>\n",
       "      <td>277.700012</td>\n",
       "      <td>...</td>\n",
       "      <td>4.550</td>\n",
       "      <td>1.175</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.482206</td>\n",
       "      <td>0.876058</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14577</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-01-30 07:00:00</td>\n",
       "      <td>3.900</td>\n",
       "      <td>1.27500</td>\n",
       "      <td>561.974976</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>373.549988</td>\n",
       "      <td>0.00</td>\n",
       "      <td>270.250000</td>\n",
       "      <td>...</td>\n",
       "      <td>3.375</td>\n",
       "      <td>1.425</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.478434</td>\n",
       "      <td>0.878124</td>\n",
       "      <td>9.659258e-01</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14869</th>\n",
       "      <td>915.4200</td>\n",
       "      <td>2021-02-11 11:00:00</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.39450</td>\n",
       "      <td>27.900000</td>\n",
       "      <td>5.686160e+05</td>\n",
       "      <td>166.750000</td>\n",
       "      <td>72.724998</td>\n",
       "      <td>0.00</td>\n",
       "      <td>254.200012</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.150</td>\n",
       "      <td>0.950</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.648262</td>\n",
       "      <td>0.761418</td>\n",
       "      <td>2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35095</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-12 01:00:00</td>\n",
       "      <td>3.600</td>\n",
       "      <td>1.29075</td>\n",
       "      <td>1643.750000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1643.750000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>269.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>4.625</td>\n",
       "      <td>0.850</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.661263</td>\n",
       "      <td>0.750154</td>\n",
       "      <td>2.588190e-01</td>\n",
       "      <td>9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34823</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-31 17:00:00</td>\n",
       "      <td>2.400</td>\n",
       "      <td>1.29975</td>\n",
       "      <td>2451.475098</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2451.475098</td>\n",
       "      <td>0.00</td>\n",
       "      <td>264.024994</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.900</td>\n",
       "      <td>2.675</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.493468</td>\n",
       "      <td>0.869764</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34593</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-22 03:00:00</td>\n",
       "      <td>1.900</td>\n",
       "      <td>1.32425</td>\n",
       "      <td>834.849976</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>834.849976</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>261.324982</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.675</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.353445</td>\n",
       "      <td>0.935455</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93271</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-01-02 15:00:00</td>\n",
       "      <td>3.500</td>\n",
       "      <td>1.25250</td>\n",
       "      <td>5631.700195</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>5053.100098</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>268.799988</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.125</td>\n",
       "      <td>2.650</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.017202</td>\n",
       "      <td>0.999852</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14798</th>\n",
       "      <td>533.9400</td>\n",
       "      <td>2021-02-08 12:00:00</td>\n",
       "      <td>1.850</td>\n",
       "      <td>1.34650</td>\n",
       "      <td>265.799988</td>\n",
       "      <td>5.260694e+05</td>\n",
       "      <td>138.500000</td>\n",
       "      <td>481.149994</td>\n",
       "      <td>0.00</td>\n",
       "      <td>261.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.025</td>\n",
       "      <td>0.325</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.608121</td>\n",
       "      <td>0.793844</td>\n",
       "      <td>1.224647e-16</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52317</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-01-29 21:00:00</td>\n",
       "      <td>2.600</td>\n",
       "      <td>1.28525</td>\n",
       "      <td>2060.250000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>766.474976</td>\n",
       "      <td>0.00</td>\n",
       "      <td>265.200012</td>\n",
       "      <td>...</td>\n",
       "      <td>1.000</td>\n",
       "      <td>3.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.463258</td>\n",
       "      <td>0.886224</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52577</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-09 17:00:00</td>\n",
       "      <td>2.100</td>\n",
       "      <td>1.32400</td>\n",
       "      <td>807.700012</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>627.099976</td>\n",
       "      <td>0.00</td>\n",
       "      <td>262.649994</td>\n",
       "      <td>...</td>\n",
       "      <td>2.000</td>\n",
       "      <td>3.650</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.621687</td>\n",
       "      <td>0.783266</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85172</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-01-30 02:00:00</td>\n",
       "      <td>3.125</td>\n",
       "      <td>1.28250</td>\n",
       "      <td>5663.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>453.225006</td>\n",
       "      <td>0.00</td>\n",
       "      <td>267.549988</td>\n",
       "      <td>...</td>\n",
       "      <td>1.775</td>\n",
       "      <td>2.975</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.478434</td>\n",
       "      <td>0.878124</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85432</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-09 22:00:00</td>\n",
       "      <td>2.500</td>\n",
       "      <td>1.32625</td>\n",
       "      <td>383.799988</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>254.375000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>264.849976</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.125</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.621687</td>\n",
       "      <td>0.783266</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14693</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-04 03:00:00</td>\n",
       "      <td>1.175</td>\n",
       "      <td>1.38500</td>\n",
       "      <td>28.299999</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>28.299999</td>\n",
       "      <td>0.00</td>\n",
       "      <td>256.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.850</td>\n",
       "      <td>0.950</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.552101</td>\n",
       "      <td>0.833777</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85348</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-06 10:00:00</td>\n",
       "      <td>1.025</td>\n",
       "      <td>1.39425</td>\n",
       "      <td>28.025000</td>\n",
       "      <td>3.400429e+05</td>\n",
       "      <td>115.975006</td>\n",
       "      <td>31.625000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>254.350006</td>\n",
       "      <td>...</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.875</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.580455</td>\n",
       "      <td>0.814292</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34902</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-04 00:00:00</td>\n",
       "      <td>2.600</td>\n",
       "      <td>1.31825</td>\n",
       "      <td>552.599976</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>552.599976</td>\n",
       "      <td>0.00</td>\n",
       "      <td>265.500000</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.950</td>\n",
       "      <td>0.275</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.552101</td>\n",
       "      <td>0.833777</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94243</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-02-12 03:00:00</td>\n",
       "      <td>4.425</td>\n",
       "      <td>1.26925</td>\n",
       "      <td>751.575012</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>578.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>271.924988</td>\n",
       "      <td>...</td>\n",
       "      <td>3.900</td>\n",
       "      <td>1.700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.661263</td>\n",
       "      <td>0.750154</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35011</th>\n",
       "      <td>4.3125</td>\n",
       "      <td>2019-02-08 13:00:00</td>\n",
       "      <td>4.400</td>\n",
       "      <td>1.25900</td>\n",
       "      <td>556.699951</td>\n",
       "      <td>4.206912e+05</td>\n",
       "      <td>95.050003</td>\n",
       "      <td>556.699951</td>\n",
       "      <td>0.00</td>\n",
       "      <td>271.799988</td>\n",
       "      <td>...</td>\n",
       "      <td>0.800</td>\n",
       "      <td>1.275</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.608121</td>\n",
       "      <td>0.793844</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85516</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-13 10:00:00</td>\n",
       "      <td>3.150</td>\n",
       "      <td>1.31825</td>\n",
       "      <td>3697.850098</td>\n",
       "      <td>4.784715e+05</td>\n",
       "      <td>156.925003</td>\n",
       "      <td>1096.625000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>267.350006</td>\n",
       "      <td>...</td>\n",
       "      <td>4.875</td>\n",
       "      <td>2.600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.674069</td>\n",
       "      <td>0.738668</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22738</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-01-05 08:00:00</td>\n",
       "      <td>3.800</td>\n",
       "      <td>1.26850</td>\n",
       "      <td>2701.324951</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>735.450012</td>\n",
       "      <td>0.00</td>\n",
       "      <td>269.950012</td>\n",
       "      <td>...</td>\n",
       "      <td>2.800</td>\n",
       "      <td>-0.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.068755</td>\n",
       "      <td>0.997634</td>\n",
       "      <td>8.660254e-01</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52485</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-05 21:00:00</td>\n",
       "      <td>1.450</td>\n",
       "      <td>1.38425</td>\n",
       "      <td>28.625000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>364.549988</td>\n",
       "      <td>0.00</td>\n",
       "      <td>258.500000</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.200</td>\n",
       "      <td>0.925</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.566362</td>\n",
       "      <td>0.824157</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34659</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-24 21:00:00</td>\n",
       "      <td>1.975</td>\n",
       "      <td>1.32075</td>\n",
       "      <td>972.700012</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>972.700012</td>\n",
       "      <td>0.00</td>\n",
       "      <td>261.850006</td>\n",
       "      <td>...</td>\n",
       "      <td>0.175</td>\n",
       "      <td>1.575</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.385413</td>\n",
       "      <td>0.922744</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85515</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-13 09:00:00</td>\n",
       "      <td>2.950</td>\n",
       "      <td>1.32075</td>\n",
       "      <td>3762.050049</td>\n",
       "      <td>2.647002e+05</td>\n",
       "      <td>105.125000</td>\n",
       "      <td>1287.300049</td>\n",
       "      <td>0.00</td>\n",
       "      <td>266.649994</td>\n",
       "      <td>...</td>\n",
       "      <td>4.750</td>\n",
       "      <td>2.900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.674069</td>\n",
       "      <td>0.738668</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76605</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2020-02-08 01:00:00</td>\n",
       "      <td>3.250</td>\n",
       "      <td>1.30150</td>\n",
       "      <td>1478.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1478.000000</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>268.100006</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.650</td>\n",
       "      <td>1.600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.608121</td>\n",
       "      <td>0.793844</td>\n",
       "      <td>2.588190e-01</td>\n",
       "      <td>9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34976</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-07 02:00:00</td>\n",
       "      <td>3.675</td>\n",
       "      <td>1.27200</td>\n",
       "      <td>1113.350098</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1113.350098</td>\n",
       "      <td>0.00</td>\n",
       "      <td>269.299988</td>\n",
       "      <td>...</td>\n",
       "      <td>1.800</td>\n",
       "      <td>3.050</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.594376</td>\n",
       "      <td>0.804187</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42118</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-12-01 19:00:00</td>\n",
       "      <td>4.275</td>\n",
       "      <td>1.28025</td>\n",
       "      <td>1755.599976</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1755.599976</td>\n",
       "      <td>0.00</td>\n",
       "      <td>271.500000</td>\n",
       "      <td>...</td>\n",
       "      <td>4.500</td>\n",
       "      <td>1.650</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.512055</td>\n",
       "      <td>0.858953</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "      <td>2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85477</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-11 19:00:00</td>\n",
       "      <td>0.975</td>\n",
       "      <td>1.39975</td>\n",
       "      <td>5553.149902</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2853.225098</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>253.699997</td>\n",
       "      <td>...</td>\n",
       "      <td>0.700</td>\n",
       "      <td>2.375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.648262</td>\n",
       "      <td>0.761418</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "      <td>2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52666</th>\n",
       "      <td>18.1125</td>\n",
       "      <td>2021-02-13 10:00:00</td>\n",
       "      <td>3.400</td>\n",
       "      <td>1.31900</td>\n",
       "      <td>3746.899902</td>\n",
       "      <td>4.762038e+05</td>\n",
       "      <td>156.225006</td>\n",
       "      <td>1528.675049</td>\n",
       "      <td>0.00</td>\n",
       "      <td>268.350006</td>\n",
       "      <td>...</td>\n",
       "      <td>6.300</td>\n",
       "      <td>2.525</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.674069</td>\n",
       "      <td>0.738668</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52707</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-15 03:00:00</td>\n",
       "      <td>1.525</td>\n",
       "      <td>1.33325</td>\n",
       "      <td>9237.349609</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>8341.224609</td>\n",
       "      <td>0.00</td>\n",
       "      <td>258.700012</td>\n",
       "      <td>...</td>\n",
       "      <td>-3.100</td>\n",
       "      <td>0.700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.699079</td>\n",
       "      <td>0.715044</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93199</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-30 15:00:00</td>\n",
       "      <td>3.400</td>\n",
       "      <td>1.27250</td>\n",
       "      <td>667.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>362.149994</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>268.625000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.625</td>\n",
       "      <td>2.525</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.038696</td>\n",
       "      <td>0.999251</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93169</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-29 09:00:00</td>\n",
       "      <td>2.450</td>\n",
       "      <td>1.29450</td>\n",
       "      <td>2616.050049</td>\n",
       "      <td>2.358350e+03</td>\n",
       "      <td>3.450000</td>\n",
       "      <td>1475.150024</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>264.524994</td>\n",
       "      <td>...</td>\n",
       "      <td>0.700</td>\n",
       "      <td>0.825</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.055879</td>\n",
       "      <td>0.998438</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60268</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-27 07:00:00</td>\n",
       "      <td>3.150</td>\n",
       "      <td>1.30025</td>\n",
       "      <td>6342.350098</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>5892.950195</td>\n",
       "      <td>0.00</td>\n",
       "      <td>267.674988</td>\n",
       "      <td>...</td>\n",
       "      <td>0.600</td>\n",
       "      <td>1.975</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.090190</td>\n",
       "      <td>0.995925</td>\n",
       "      <td>9.659258e-01</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85098</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-01-27 00:00:00</td>\n",
       "      <td>3.000</td>\n",
       "      <td>1.30150</td>\n",
       "      <td>4385.450195</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1064.550049</td>\n",
       "      <td>0.00</td>\n",
       "      <td>267.149994</td>\n",
       "      <td>...</td>\n",
       "      <td>1.125</td>\n",
       "      <td>3.050</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.432499</td>\n",
       "      <td>0.901634</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43720</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2020-02-06 13:00:00</td>\n",
       "      <td>4.800</td>\n",
       "      <td>1.29300</td>\n",
       "      <td>95.250000</td>\n",
       "      <td>3.752511e+05</td>\n",
       "      <td>83.099998</td>\n",
       "      <td>95.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>273.075012</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.800</td>\n",
       "      <td>-0.600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.580455</td>\n",
       "      <td>0.814292</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14774</th>\n",
       "      <td>103.4000</td>\n",
       "      <td>2021-02-07 12:00:00</td>\n",
       "      <td>1.700</td>\n",
       "      <td>1.36150</td>\n",
       "      <td>28.400000</td>\n",
       "      <td>5.049856e+05</td>\n",
       "      <td>132.774994</td>\n",
       "      <td>102.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>260.149994</td>\n",
       "      <td>...</td>\n",
       "      <td>0.225</td>\n",
       "      <td>0.550</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.594376</td>\n",
       "      <td>0.804187</td>\n",
       "      <td>1.224647e-16</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52426</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-03 10:00:00</td>\n",
       "      <td>1.200</td>\n",
       "      <td>1.35650</td>\n",
       "      <td>28.000000</td>\n",
       "      <td>2.874598e+05</td>\n",
       "      <td>99.974998</td>\n",
       "      <td>28.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>256.274994</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.900</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.537677</td>\n",
       "      <td>0.843151</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34971</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-06 21:00:00</td>\n",
       "      <td>3.025</td>\n",
       "      <td>1.28600</td>\n",
       "      <td>591.674988</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>591.674988</td>\n",
       "      <td>0.00</td>\n",
       "      <td>267.100006</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.200</td>\n",
       "      <td>1.025</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.580455</td>\n",
       "      <td>0.814292</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93134</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-27 22:00:00</td>\n",
       "      <td>1.800</td>\n",
       "      <td>1.30700</td>\n",
       "      <td>4661.825195</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>4386.825195</td>\n",
       "      <td>0.00</td>\n",
       "      <td>260.850006</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.675</td>\n",
       "      <td>2.200</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.090190</td>\n",
       "      <td>0.995925</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76617</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2020-02-08 13:00:00</td>\n",
       "      <td>3.825</td>\n",
       "      <td>1.25300</td>\n",
       "      <td>1088.074951</td>\n",
       "      <td>4.159938e+05</td>\n",
       "      <td>93.574997</td>\n",
       "      <td>1088.074951</td>\n",
       "      <td>0.00</td>\n",
       "      <td>270.100006</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.175</td>\n",
       "      <td>4.200</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.608121</td>\n",
       "      <td>0.793844</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14924</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-13 18:00:00</td>\n",
       "      <td>3.800</td>\n",
       "      <td>1.32050</td>\n",
       "      <td>654.875000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>152.074997</td>\n",
       "      <td>0.00</td>\n",
       "      <td>269.900024</td>\n",
       "      <td>...</td>\n",
       "      <td>4.900</td>\n",
       "      <td>2.325</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.674069</td>\n",
       "      <td>0.738668</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "      <td>-1.836970e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77805</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2020-03-29 01:00:00</td>\n",
       "      <td>3.700</td>\n",
       "      <td>1.31775</td>\n",
       "      <td>686.900024</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>403.475006</td>\n",
       "      <td>0.00</td>\n",
       "      <td>269.650024</td>\n",
       "      <td>...</td>\n",
       "      <td>4.550</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.998377</td>\n",
       "      <td>0.056952</td>\n",
       "      <td>2.588190e-01</td>\n",
       "      <td>9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85992</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-03-05 06:00:00</td>\n",
       "      <td>4.000</td>\n",
       "      <td>1.30275</td>\n",
       "      <td>5113.324707</td>\n",
       "      <td>3.994775e+03</td>\n",
       "      <td>6.450000</td>\n",
       "      <td>205.300003</td>\n",
       "      <td>0.00</td>\n",
       "      <td>270.700012</td>\n",
       "      <td>...</td>\n",
       "      <td>3.100</td>\n",
       "      <td>1.350</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.883720</td>\n",
       "      <td>0.468015</td>\n",
       "      <td>1.000000e+00</td>\n",
       "      <td>6.123234e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85302</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-04 12:00:00</td>\n",
       "      <td>0.925</td>\n",
       "      <td>1.38300</td>\n",
       "      <td>28.400000</td>\n",
       "      <td>4.470839e+05</td>\n",
       "      <td>116.900002</td>\n",
       "      <td>229.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>253.100006</td>\n",
       "      <td>...</td>\n",
       "      <td>0.200</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.552101</td>\n",
       "      <td>0.833777</td>\n",
       "      <td>1.224647e-16</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34555</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-20 13:00:00</td>\n",
       "      <td>3.000</td>\n",
       "      <td>1.31300</td>\n",
       "      <td>871.049988</td>\n",
       "      <td>1.435084e+05</td>\n",
       "      <td>26.675001</td>\n",
       "      <td>871.049988</td>\n",
       "      <td>0.00</td>\n",
       "      <td>267.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.950</td>\n",
       "      <td>2.200</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.321058</td>\n",
       "      <td>0.947060</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52768</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-17 16:00:00</td>\n",
       "      <td>2.700</td>\n",
       "      <td>1.28875</td>\n",
       "      <td>5181.475098</td>\n",
       "      <td>2.701288e+04</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>4377.674805</td>\n",
       "      <td>0.00</td>\n",
       "      <td>265.500000</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.200</td>\n",
       "      <td>3.900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.723262</td>\n",
       "      <td>0.690574</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85535</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-14 05:00:00</td>\n",
       "      <td>2.375</td>\n",
       "      <td>1.34150</td>\n",
       "      <td>1399.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>635.650024</td>\n",
       "      <td>0.00</td>\n",
       "      <td>264.200012</td>\n",
       "      <td>...</td>\n",
       "      <td>1.250</td>\n",
       "      <td>2.800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.686676</td>\n",
       "      <td>0.726964</td>\n",
       "      <td>9.659258e-01</td>\n",
       "      <td>2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93104</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-26 16:00:00</td>\n",
       "      <td>4.300</td>\n",
       "      <td>1.27850</td>\n",
       "      <td>2576.074951</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>575.575012</td>\n",
       "      <td>0.00</td>\n",
       "      <td>271.575012</td>\n",
       "      <td>...</td>\n",
       "      <td>2.200</td>\n",
       "      <td>2.600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.107308</td>\n",
       "      <td>0.994226</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86884</th>\n",
       "      <td>9.8000</td>\n",
       "      <td>2021-04-11 10:00:00</td>\n",
       "      <td>4.175</td>\n",
       "      <td>1.27200</td>\n",
       "      <td>1389.699829</td>\n",
       "      <td>2.015216e+06</td>\n",
       "      <td>585.224976</td>\n",
       "      <td>973.050049</td>\n",
       "      <td>0.00</td>\n",
       "      <td>271.299988</td>\n",
       "      <td>...</td>\n",
       "      <td>0.550</td>\n",
       "      <td>0.575</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.988854</td>\n",
       "      <td>-0.148890</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60267</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-27 06:00:00</td>\n",
       "      <td>3.375</td>\n",
       "      <td>1.29600</td>\n",
       "      <td>6141.225098</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2320.550049</td>\n",
       "      <td>0.00</td>\n",
       "      <td>268.575012</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500</td>\n",
       "      <td>2.375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.090190</td>\n",
       "      <td>0.995925</td>\n",
       "      <td>1.000000e+00</td>\n",
       "      <td>6.123234e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52670</th>\n",
       "      <td>4.3125</td>\n",
       "      <td>2021-02-13 14:00:00</td>\n",
       "      <td>3.775</td>\n",
       "      <td>1.31500</td>\n",
       "      <td>619.500000</td>\n",
       "      <td>3.507206e+05</td>\n",
       "      <td>66.000000</td>\n",
       "      <td>729.200012</td>\n",
       "      <td>0.00</td>\n",
       "      <td>269.825012</td>\n",
       "      <td>...</td>\n",
       "      <td>6.300</td>\n",
       "      <td>1.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.674069</td>\n",
       "      <td>0.738668</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60512</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-01-06 11:00:00</td>\n",
       "      <td>2.800</td>\n",
       "      <td>1.30850</td>\n",
       "      <td>2465.199951</td>\n",
       "      <td>1.054300e+05</td>\n",
       "      <td>32.200001</td>\n",
       "      <td>1104.550049</td>\n",
       "      <td>0.00</td>\n",
       "      <td>266.399994</td>\n",
       "      <td>...</td>\n",
       "      <td>1.500</td>\n",
       "      <td>2.375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.085906</td>\n",
       "      <td>0.996303</td>\n",
       "      <td>2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34876</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-02 22:00:00</td>\n",
       "      <td>1.900</td>\n",
       "      <td>1.32375</td>\n",
       "      <td>1400.074951</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1400.074951</td>\n",
       "      <td>0.00</td>\n",
       "      <td>261.200012</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.725</td>\n",
       "      <td>0.600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.523094</td>\n",
       "      <td>0.852275</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22523</th>\n",
       "      <td>11.2200</td>\n",
       "      <td>2021-12-27 09:00:00</td>\n",
       "      <td>2.875</td>\n",
       "      <td>1.30700</td>\n",
       "      <td>6443.875000</td>\n",
       "      <td>2.065950e+03</td>\n",
       "      <td>3.100000</td>\n",
       "      <td>5525.875000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>266.674988</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.150</td>\n",
       "      <td>1.275</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.090190</td>\n",
       "      <td>0.995925</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34517</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-18 23:00:00</td>\n",
       "      <td>3.100</td>\n",
       "      <td>1.29300</td>\n",
       "      <td>1016.150024</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1016.150024</td>\n",
       "      <td>0.00</td>\n",
       "      <td>267.399994</td>\n",
       "      <td>...</td>\n",
       "      <td>1.850</td>\n",
       "      <td>3.375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.288291</td>\n",
       "      <td>0.957543</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60258</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-26 21:00:00</td>\n",
       "      <td>4.450</td>\n",
       "      <td>1.27675</td>\n",
       "      <td>6449.024902</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>476.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>272.049988</td>\n",
       "      <td>...</td>\n",
       "      <td>2.900</td>\n",
       "      <td>2.200</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.107308</td>\n",
       "      <td>0.994226</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34890</th>\n",
       "      <td>32.7750</td>\n",
       "      <td>2019-02-03 12:00:00</td>\n",
       "      <td>2.100</td>\n",
       "      <td>1.32150</td>\n",
       "      <td>1265.224976</td>\n",
       "      <td>4.145429e+05</td>\n",
       "      <td>107.500000</td>\n",
       "      <td>1265.224976</td>\n",
       "      <td>0.00</td>\n",
       "      <td>262.649994</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.725</td>\n",
       "      <td>-0.725</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.537677</td>\n",
       "      <td>0.843151</td>\n",
       "      <td>1.224647e-16</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52501</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-06 13:00:00</td>\n",
       "      <td>1.600</td>\n",
       "      <td>1.36975</td>\n",
       "      <td>126.199997</td>\n",
       "      <td>3.964330e+05</td>\n",
       "      <td>89.175003</td>\n",
       "      <td>580.325012</td>\n",
       "      <td>0.00</td>\n",
       "      <td>259.349976</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.500</td>\n",
       "      <td>0.675</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.580455</td>\n",
       "      <td>0.814292</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34870</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-02 16:00:00</td>\n",
       "      <td>2.000</td>\n",
       "      <td>1.31275</td>\n",
       "      <td>1705.500000</td>\n",
       "      <td>3.137500e+01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1705.500000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>262.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-3.575</td>\n",
       "      <td>2.650</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.523094</td>\n",
       "      <td>0.852275</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52484</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-05 20:00:00</td>\n",
       "      <td>1.500</td>\n",
       "      <td>1.37950</td>\n",
       "      <td>375.225006</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>462.450012</td>\n",
       "      <td>0.00</td>\n",
       "      <td>259.075012</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.025</td>\n",
       "      <td>1.150</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.566362</td>\n",
       "      <td>0.824157</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "      <td>5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93296</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-01-03 16:00:00</td>\n",
       "      <td>4.875</td>\n",
       "      <td>1.23725</td>\n",
       "      <td>585.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>443.350006</td>\n",
       "      <td>0.00</td>\n",
       "      <td>273.274994</td>\n",
       "      <td>...</td>\n",
       "      <td>2.775</td>\n",
       "      <td>0.950</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.034398</td>\n",
       "      <td>0.999408</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34447</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-16 01:00:00</td>\n",
       "      <td>1.650</td>\n",
       "      <td>1.32800</td>\n",
       "      <td>1026.450073</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1026.450073</td>\n",
       "      <td>0.00</td>\n",
       "      <td>260.075012</td>\n",
       "      <td>...</td>\n",
       "      <td>0.100</td>\n",
       "      <td>1.650</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.255182</td>\n",
       "      <td>0.966893</td>\n",
       "      <td>2.588190e-01</td>\n",
       "      <td>9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52754</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-17 02:00:00</td>\n",
       "      <td>2.900</td>\n",
       "      <td>1.29000</td>\n",
       "      <td>6248.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>5039.475098</td>\n",
       "      <td>0.00</td>\n",
       "      <td>266.500000</td>\n",
       "      <td>...</td>\n",
       "      <td>-3.650</td>\n",
       "      <td>1.600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.723262</td>\n",
       "      <td>0.690574</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94244</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-02-12 04:00:00</td>\n",
       "      <td>4.700</td>\n",
       "      <td>1.26875</td>\n",
       "      <td>577.049988</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>425.875000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>272.799988</td>\n",
       "      <td>...</td>\n",
       "      <td>3.200</td>\n",
       "      <td>1.700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.661263</td>\n",
       "      <td>0.750154</td>\n",
       "      <td>8.660254e-01</td>\n",
       "      <td>5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14807</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-08 21:00:00</td>\n",
       "      <td>1.250</td>\n",
       "      <td>1.38800</td>\n",
       "      <td>28.299997</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>28.299999</td>\n",
       "      <td>0.00</td>\n",
       "      <td>256.924988</td>\n",
       "      <td>...</td>\n",
       "      <td>0.100</td>\n",
       "      <td>1.700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.608121</td>\n",
       "      <td>0.793844</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52310</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-01-29 14:00:00</td>\n",
       "      <td>2.400</td>\n",
       "      <td>1.29300</td>\n",
       "      <td>3492.500000</td>\n",
       "      <td>1.268905e+05</td>\n",
       "      <td>16.625000</td>\n",
       "      <td>922.049988</td>\n",
       "      <td>0.00</td>\n",
       "      <td>264.049988</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.600</td>\n",
       "      <td>1.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.463258</td>\n",
       "      <td>0.886224</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60265</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-27 04:00:00</td>\n",
       "      <td>3.850</td>\n",
       "      <td>1.28750</td>\n",
       "      <td>6467.200195</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>4980.899902</td>\n",
       "      <td>0.00</td>\n",
       "      <td>270.049988</td>\n",
       "      <td>...</td>\n",
       "      <td>0.300</td>\n",
       "      <td>2.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.090190</td>\n",
       "      <td>0.995925</td>\n",
       "      <td>8.660254e-01</td>\n",
       "      <td>5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14930</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-14 00:00:00</td>\n",
       "      <td>3.300</td>\n",
       "      <td>1.32600</td>\n",
       "      <td>1091.150024</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>498.974976</td>\n",
       "      <td>0.00</td>\n",
       "      <td>268.100006</td>\n",
       "      <td>...</td>\n",
       "      <td>3.650</td>\n",
       "      <td>2.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.686676</td>\n",
       "      <td>0.726964</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14734</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-05 20:00:00</td>\n",
       "      <td>1.500</td>\n",
       "      <td>1.38350</td>\n",
       "      <td>375.075012</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>463.700012</td>\n",
       "      <td>0.00</td>\n",
       "      <td>259.149994</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.025</td>\n",
       "      <td>1.150</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.566362</td>\n",
       "      <td>0.824157</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "      <td>5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35009</th>\n",
       "      <td>19.8375</td>\n",
       "      <td>2019-02-08 11:00:00</td>\n",
       "      <td>3.800</td>\n",
       "      <td>1.26375</td>\n",
       "      <td>503.524994</td>\n",
       "      <td>4.954301e+05</td>\n",
       "      <td>145.524994</td>\n",
       "      <td>503.524994</td>\n",
       "      <td>0.00</td>\n",
       "      <td>269.924988</td>\n",
       "      <td>...</td>\n",
       "      <td>0.625</td>\n",
       "      <td>1.425</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.608121</td>\n",
       "      <td>0.793844</td>\n",
       "      <td>2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34779</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-29 21:00:00</td>\n",
       "      <td>1.900</td>\n",
       "      <td>1.29250</td>\n",
       "      <td>1312.050049</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1312.050049</td>\n",
       "      <td>0.00</td>\n",
       "      <td>261.174988</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.125</td>\n",
       "      <td>0.575</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.463258</td>\n",
       "      <td>0.886224</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34982</th>\n",
       "      <td>0.8625</td>\n",
       "      <td>2019-02-07 08:00:00</td>\n",
       "      <td>3.400</td>\n",
       "      <td>1.28200</td>\n",
       "      <td>996.799988</td>\n",
       "      <td>2.991475e+04</td>\n",
       "      <td>23.724998</td>\n",
       "      <td>996.799988</td>\n",
       "      <td>0.00</td>\n",
       "      <td>268.500000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.425</td>\n",
       "      <td>2.475</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.594376</td>\n",
       "      <td>0.804187</td>\n",
       "      <td>8.660254e-01</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52729</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-16 01:00:00</td>\n",
       "      <td>2.650</td>\n",
       "      <td>1.32050</td>\n",
       "      <td>5399.799805</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>3295.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>265.575012</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.725</td>\n",
       "      <td>1.225</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.711276</td>\n",
       "      <td>0.702913</td>\n",
       "      <td>2.588190e-01</td>\n",
       "      <td>9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85142</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-01-28 20:00:00</td>\n",
       "      <td>1.700</td>\n",
       "      <td>1.31000</td>\n",
       "      <td>3364.500000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2493.800049</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>260.174988</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.050</td>\n",
       "      <td>2.650</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.447945</td>\n",
       "      <td>0.894061</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "      <td>5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5967</th>\n",
       "      <td>22.8800</td>\n",
       "      <td>2020-02-06 13:00:00</td>\n",
       "      <td>4.800</td>\n",
       "      <td>1.29350</td>\n",
       "      <td>95.125000</td>\n",
       "      <td>3.752791e+05</td>\n",
       "      <td>83.099998</td>\n",
       "      <td>95.125000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>273.100006</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.800</td>\n",
       "      <td>-0.600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.580455</td>\n",
       "      <td>0.814292</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35131</th>\n",
       "      <td>53.4750</td>\n",
       "      <td>2019-02-13 13:00:00</td>\n",
       "      <td>5.525</td>\n",
       "      <td>1.25925</td>\n",
       "      <td>921.625000</td>\n",
       "      <td>5.256756e+05</td>\n",
       "      <td>122.500000</td>\n",
       "      <td>921.625000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>275.299988</td>\n",
       "      <td>...</td>\n",
       "      <td>8.450</td>\n",
       "      <td>-0.275</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.674069</td>\n",
       "      <td>0.738668</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85182</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-01-30 12:00:00</td>\n",
       "      <td>3.475</td>\n",
       "      <td>1.27450</td>\n",
       "      <td>5049.899902</td>\n",
       "      <td>3.564576e+05</td>\n",
       "      <td>92.099998</td>\n",
       "      <td>477.900024</td>\n",
       "      <td>0.00</td>\n",
       "      <td>268.799988</td>\n",
       "      <td>...</td>\n",
       "      <td>1.200</td>\n",
       "      <td>2.150</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.478434</td>\n",
       "      <td>0.878124</td>\n",
       "      <td>1.224647e-16</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34461</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-16 15:00:00</td>\n",
       "      <td>2.700</td>\n",
       "      <td>1.27775</td>\n",
       "      <td>832.349976</td>\n",
       "      <td>2.069250e+02</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>832.349976</td>\n",
       "      <td>0.00</td>\n",
       "      <td>265.625000</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.700</td>\n",
       "      <td>-0.100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.255182</td>\n",
       "      <td>0.966893</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85629</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-18 03:00:00</td>\n",
       "      <td>2.500</td>\n",
       "      <td>1.30050</td>\n",
       "      <td>4396.250000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2869.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>264.575012</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.500</td>\n",
       "      <td>2.600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.735034</td>\n",
       "      <td>0.678031</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14755</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-06 17:00:00</td>\n",
       "      <td>1.700</td>\n",
       "      <td>1.37125</td>\n",
       "      <td>1278.550049</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1150.750000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>260.200012</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.175</td>\n",
       "      <td>0.900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.580455</td>\n",
       "      <td>0.814292</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52730</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-16 02:00:00</td>\n",
       "      <td>2.700</td>\n",
       "      <td>1.32025</td>\n",
       "      <td>5801.700195</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2184.350098</td>\n",
       "      <td>0.00</td>\n",
       "      <td>265.750000</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.000</td>\n",
       "      <td>0.800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.711276</td>\n",
       "      <td>0.702913</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34664</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-25 02:00:00</td>\n",
       "      <td>1.850</td>\n",
       "      <td>1.32625</td>\n",
       "      <td>923.049988</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>923.049988</td>\n",
       "      <td>0.00</td>\n",
       "      <td>261.200012</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.675</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.401229</td>\n",
       "      <td>0.915978</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35162</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-14 20:00:00</td>\n",
       "      <td>5.800</td>\n",
       "      <td>1.26025</td>\n",
       "      <td>980.149963</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>980.149963</td>\n",
       "      <td>0.00</td>\n",
       "      <td>276.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>6.650</td>\n",
       "      <td>1.100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.686676</td>\n",
       "      <td>0.726964</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "      <td>5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34989</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-07 15:00:00</td>\n",
       "      <td>3.200</td>\n",
       "      <td>1.27475</td>\n",
       "      <td>1008.250000</td>\n",
       "      <td>6.416620e+04</td>\n",
       "      <td>3.100000</td>\n",
       "      <td>1008.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>267.600006</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.600</td>\n",
       "      <td>0.550</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.594376</td>\n",
       "      <td>0.804187</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35144</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-14 02:00:00</td>\n",
       "      <td>4.850</td>\n",
       "      <td>1.25875</td>\n",
       "      <td>1126.650024</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1126.650024</td>\n",
       "      <td>0.00</td>\n",
       "      <td>273.399994</td>\n",
       "      <td>...</td>\n",
       "      <td>0.200</td>\n",
       "      <td>1.975</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.686676</td>\n",
       "      <td>0.726964</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93412</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-01-08 12:00:00</td>\n",
       "      <td>2.575</td>\n",
       "      <td>1.28575</td>\n",
       "      <td>3841.399902</td>\n",
       "      <td>1.186083e+05</td>\n",
       "      <td>28.000000</td>\n",
       "      <td>3732.350098</td>\n",
       "      <td>0.00</td>\n",
       "      <td>265.125000</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.850</td>\n",
       "      <td>1.550</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.120126</td>\n",
       "      <td>0.992759</td>\n",
       "      <td>1.224647e-16</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34809</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-31 03:00:00</td>\n",
       "      <td>2.400</td>\n",
       "      <td>1.29050</td>\n",
       "      <td>1909.074951</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1909.074951</td>\n",
       "      <td>0.00</td>\n",
       "      <td>264.274994</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.650</td>\n",
       "      <td>1.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.493468</td>\n",
       "      <td>0.869764</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34607</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-22 17:00:00</td>\n",
       "      <td>1.700</td>\n",
       "      <td>1.32900</td>\n",
       "      <td>810.450012</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>810.450012</td>\n",
       "      <td>0.00</td>\n",
       "      <td>260.100006</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.800</td>\n",
       "      <td>0.975</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.353445</td>\n",
       "      <td>0.935455</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22502</th>\n",
       "      <td>10.5600</td>\n",
       "      <td>2021-12-26 12:00:00</td>\n",
       "      <td>4.575</td>\n",
       "      <td>1.27575</td>\n",
       "      <td>2479.250000</td>\n",
       "      <td>7.785080e+04</td>\n",
       "      <td>17.075001</td>\n",
       "      <td>575.150024</td>\n",
       "      <td>0.00</td>\n",
       "      <td>272.424988</td>\n",
       "      <td>...</td>\n",
       "      <td>2.900</td>\n",
       "      <td>2.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.107308</td>\n",
       "      <td>0.994226</td>\n",
       "      <td>1.224647e-16</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5979</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2020-02-07 01:00:00</td>\n",
       "      <td>5.900</td>\n",
       "      <td>1.28000</td>\n",
       "      <td>583.724976</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>583.724976</td>\n",
       "      <td>0.00</td>\n",
       "      <td>276.024994</td>\n",
       "      <td>...</td>\n",
       "      <td>1.550</td>\n",
       "      <td>2.700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.594376</td>\n",
       "      <td>0.804187</td>\n",
       "      <td>2.588190e-01</td>\n",
       "      <td>9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52719</th>\n",
       "      <td>6.0375</td>\n",
       "      <td>2021-02-15 15:00:00</td>\n",
       "      <td>2.650</td>\n",
       "      <td>1.30550</td>\n",
       "      <td>5586.149902</td>\n",
       "      <td>1.608539e+05</td>\n",
       "      <td>17.600000</td>\n",
       "      <td>5110.649902</td>\n",
       "      <td>0.00</td>\n",
       "      <td>265.299988</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.800</td>\n",
       "      <td>1.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.699079</td>\n",
       "      <td>0.715044</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52578</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-09 18:00:00</td>\n",
       "      <td>2.225</td>\n",
       "      <td>1.32200</td>\n",
       "      <td>679.875000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>552.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>263.349976</td>\n",
       "      <td>...</td>\n",
       "      <td>1.900</td>\n",
       "      <td>3.175</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.621687</td>\n",
       "      <td>0.783266</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "      <td>-1.836970e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52629</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-11 21:00:00</td>\n",
       "      <td>1.200</td>\n",
       "      <td>1.38950</td>\n",
       "      <td>5686.399902</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1651.300049</td>\n",
       "      <td>0.00</td>\n",
       "      <td>256.274994</td>\n",
       "      <td>...</td>\n",
       "      <td>1.200</td>\n",
       "      <td>2.525</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.648262</td>\n",
       "      <td>0.761418</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34693</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-26 07:00:00</td>\n",
       "      <td>2.400</td>\n",
       "      <td>1.29150</td>\n",
       "      <td>2086.750000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2086.750000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>264.324982</td>\n",
       "      <td>...</td>\n",
       "      <td>-4.900</td>\n",
       "      <td>2.475</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.416926</td>\n",
       "      <td>0.908940</td>\n",
       "      <td>9.659258e-01</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35028</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-09 06:00:00</td>\n",
       "      <td>3.900</td>\n",
       "      <td>1.24600</td>\n",
       "      <td>1467.750000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1467.750000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>270.150024</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.775</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.621687</td>\n",
       "      <td>0.783266</td>\n",
       "      <td>1.000000e+00</td>\n",
       "      <td>6.123234e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34731</th>\n",
       "      <td>3.4500</td>\n",
       "      <td>2019-01-27 21:00:00</td>\n",
       "      <td>1.825</td>\n",
       "      <td>1.29400</td>\n",
       "      <td>1778.550049</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1778.550049</td>\n",
       "      <td>0.00</td>\n",
       "      <td>261.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.825</td>\n",
       "      <td>3.850</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.432499</td>\n",
       "      <td>0.901634</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34520</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-19 02:00:00</td>\n",
       "      <td>3.525</td>\n",
       "      <td>1.28450</td>\n",
       "      <td>734.625000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>734.625000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>268.975006</td>\n",
       "      <td>...</td>\n",
       "      <td>1.950</td>\n",
       "      <td>3.925</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.304719</td>\n",
       "      <td>0.952442</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35045</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-09 23:00:00</td>\n",
       "      <td>3.875</td>\n",
       "      <td>1.25100</td>\n",
       "      <td>679.599976</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>679.599976</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>270.200012</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.050</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.621687</td>\n",
       "      <td>0.783266</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35041</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-09 19:00:00</td>\n",
       "      <td>4.325</td>\n",
       "      <td>1.24650</td>\n",
       "      <td>710.174988</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>710.174988</td>\n",
       "      <td>0.00</td>\n",
       "      <td>271.649994</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.650</td>\n",
       "      <td>-0.050</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.621687</td>\n",
       "      <td>0.783266</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "      <td>2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52406</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-02 14:00:00</td>\n",
       "      <td>1.300</td>\n",
       "      <td>1.34950</td>\n",
       "      <td>4434.100098</td>\n",
       "      <td>1.732672e+05</td>\n",
       "      <td>26.350000</td>\n",
       "      <td>2154.649902</td>\n",
       "      <td>0.00</td>\n",
       "      <td>257.149994</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.175</td>\n",
       "      <td>0.800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.523094</td>\n",
       "      <td>0.852275</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76625</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2020-02-08 21:00:00</td>\n",
       "      <td>4.400</td>\n",
       "      <td>1.25700</td>\n",
       "      <td>1123.849976</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1123.849976</td>\n",
       "      <td>0.00</td>\n",
       "      <td>271.924988</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.025</td>\n",
       "      <td>1.325</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.608121</td>\n",
       "      <td>0.793844</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34888</th>\n",
       "      <td>43.1250</td>\n",
       "      <td>2019-02-03 10:00:00</td>\n",
       "      <td>2.000</td>\n",
       "      <td>1.32700</td>\n",
       "      <td>1152.699951</td>\n",
       "      <td>2.844206e+05</td>\n",
       "      <td>98.599998</td>\n",
       "      <td>1152.699951</td>\n",
       "      <td>0.00</td>\n",
       "      <td>262.125000</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.000</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.537677</td>\n",
       "      <td>0.843151</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34702</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-26 16:00:00</td>\n",
       "      <td>2.200</td>\n",
       "      <td>1.29400</td>\n",
       "      <td>2025.300049</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2025.300049</td>\n",
       "      <td>0.00</td>\n",
       "      <td>263.200012</td>\n",
       "      <td>...</td>\n",
       "      <td>-4.300</td>\n",
       "      <td>2.700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.416926</td>\n",
       "      <td>0.908940</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34699</th>\n",
       "      <td>1.7250</td>\n",
       "      <td>2019-01-26 13:00:00</td>\n",
       "      <td>2.300</td>\n",
       "      <td>1.29025</td>\n",
       "      <td>2129.850098</td>\n",
       "      <td>2.084092e+05</td>\n",
       "      <td>41.825001</td>\n",
       "      <td>2129.850098</td>\n",
       "      <td>0.00</td>\n",
       "      <td>263.500000</td>\n",
       "      <td>...</td>\n",
       "      <td>-4.525</td>\n",
       "      <td>2.350</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.416926</td>\n",
       "      <td>0.908940</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76599</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2020-02-07 19:00:00</td>\n",
       "      <td>4.525</td>\n",
       "      <td>1.29100</td>\n",
       "      <td>1312.474976</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1312.474976</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>272.225006</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.625</td>\n",
       "      <td>1.425</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.594376</td>\n",
       "      <td>0.804187</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "      <td>2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76644</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2020-02-09 16:00:00</td>\n",
       "      <td>4.425</td>\n",
       "      <td>1.19500</td>\n",
       "      <td>1786.175049</td>\n",
       "      <td>2.868450e+03</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1786.175049</td>\n",
       "      <td>0.00</td>\n",
       "      <td>272.149994</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.750</td>\n",
       "      <td>6.125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.621687</td>\n",
       "      <td>0.783266</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14823</th>\n",
       "      <td>269.2800</td>\n",
       "      <td>2021-02-09 13:00:00</td>\n",
       "      <td>1.725</td>\n",
       "      <td>1.34100</td>\n",
       "      <td>1347.949951</td>\n",
       "      <td>4.562293e+05</td>\n",
       "      <td>104.725006</td>\n",
       "      <td>913.549988</td>\n",
       "      <td>0.00</td>\n",
       "      <td>260.299988</td>\n",
       "      <td>...</td>\n",
       "      <td>1.025</td>\n",
       "      <td>1.325</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.621687</td>\n",
       "      <td>0.783266</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34743</th>\n",
       "      <td>3.4500</td>\n",
       "      <td>2019-01-28 09:00:00</td>\n",
       "      <td>2.200</td>\n",
       "      <td>1.28750</td>\n",
       "      <td>1437.900024</td>\n",
       "      <td>7.307420e+04</td>\n",
       "      <td>37.750000</td>\n",
       "      <td>1437.900024</td>\n",
       "      <td>0.00</td>\n",
       "      <td>262.950012</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.650</td>\n",
       "      <td>3.350</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.447945</td>\n",
       "      <td>0.894061</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93120</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-27 08:00:00</td>\n",
       "      <td>2.750</td>\n",
       "      <td>1.30725</td>\n",
       "      <td>6529.649902</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>6335.850098</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>266.100006</td>\n",
       "      <td>...</td>\n",
       "      <td>0.200</td>\n",
       "      <td>1.950</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.090190</td>\n",
       "      <td>0.995925</td>\n",
       "      <td>8.660254e-01</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34710</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-27 00:00:00</td>\n",
       "      <td>2.100</td>\n",
       "      <td>1.29525</td>\n",
       "      <td>2202.949951</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2202.949951</td>\n",
       "      <td>0.00</td>\n",
       "      <td>262.450012</td>\n",
       "      <td>...</td>\n",
       "      <td>-4.325</td>\n",
       "      <td>2.675</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.432499</td>\n",
       "      <td>0.901634</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52581</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-09 21:00:00</td>\n",
       "      <td>2.550</td>\n",
       "      <td>1.32200</td>\n",
       "      <td>428.600006</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>341.750000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>265.049988</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.950</td>\n",
       "      <td>0.950</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.621687</td>\n",
       "      <td>0.783266</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85468</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-11 10:00:00</td>\n",
       "      <td>0.700</td>\n",
       "      <td>1.40950</td>\n",
       "      <td>27.900000</td>\n",
       "      <td>4.361849e+05</td>\n",
       "      <td>144.550003</td>\n",
       "      <td>32.650002</td>\n",
       "      <td>0.00</td>\n",
       "      <td>250.100006</td>\n",
       "      <td>...</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.648262</td>\n",
       "      <td>0.761418</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34750</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-28 16:00:00</td>\n",
       "      <td>2.200</td>\n",
       "      <td>1.29550</td>\n",
       "      <td>973.650024</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>973.650024</td>\n",
       "      <td>0.00</td>\n",
       "      <td>263.424988</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.375</td>\n",
       "      <td>1.875</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.447945</td>\n",
       "      <td>0.894061</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34496</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-18 02:00:00</td>\n",
       "      <td>3.550</td>\n",
       "      <td>1.28050</td>\n",
       "      <td>1120.550049</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1120.550049</td>\n",
       "      <td>0.00</td>\n",
       "      <td>269.024994</td>\n",
       "      <td>...</td>\n",
       "      <td>4.450</td>\n",
       "      <td>0.725</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.288291</td>\n",
       "      <td>0.957543</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85656</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-19 06:00:00</td>\n",
       "      <td>3.500</td>\n",
       "      <td>1.26575</td>\n",
       "      <td>6187.524902</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1640.025024</td>\n",
       "      <td>0.00</td>\n",
       "      <td>268.875000</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.850</td>\n",
       "      <td>3.700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.746588</td>\n",
       "      <td>0.665287</td>\n",
       "      <td>1.000000e+00</td>\n",
       "      <td>6.123234e-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85122</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-01-28 00:00:00</td>\n",
       "      <td>2.825</td>\n",
       "      <td>1.29775</td>\n",
       "      <td>5142.174805</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>724.275024</td>\n",
       "      <td>0.00</td>\n",
       "      <td>266.349976</td>\n",
       "      <td>...</td>\n",
       "      <td>1.200</td>\n",
       "      <td>2.950</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.447945</td>\n",
       "      <td>0.894061</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93201</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-30 17:00:00</td>\n",
       "      <td>4.025</td>\n",
       "      <td>1.26150</td>\n",
       "      <td>578.200012</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>383.149994</td>\n",
       "      <td>0.00</td>\n",
       "      <td>270.674988</td>\n",
       "      <td>...</td>\n",
       "      <td>0.750</td>\n",
       "      <td>2.175</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.038696</td>\n",
       "      <td>0.999251</td>\n",
       "      <td>-9.659258e-01</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22518</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-27 04:00:00</td>\n",
       "      <td>3.850</td>\n",
       "      <td>1.29150</td>\n",
       "      <td>6464.950195</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>4985.900391</td>\n",
       "      <td>0.00</td>\n",
       "      <td>270.149994</td>\n",
       "      <td>...</td>\n",
       "      <td>0.300</td>\n",
       "      <td>2.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.090190</td>\n",
       "      <td>0.995925</td>\n",
       "      <td>8.660254e-01</td>\n",
       "      <td>5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22768</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-01-06 14:00:00</td>\n",
       "      <td>2.450</td>\n",
       "      <td>1.31700</td>\n",
       "      <td>2504.199951</td>\n",
       "      <td>7.083925e+03</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>493.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>264.549988</td>\n",
       "      <td>...</td>\n",
       "      <td>0.800</td>\n",
       "      <td>2.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.085906</td>\n",
       "      <td>0.996303</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14529</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-01-28 07:00:00</td>\n",
       "      <td>2.475</td>\n",
       "      <td>1.30800</td>\n",
       "      <td>5326.600098</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>4900.399902</td>\n",
       "      <td>0.00</td>\n",
       "      <td>264.750000</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.125</td>\n",
       "      <td>2.700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.447945</td>\n",
       "      <td>0.894061</td>\n",
       "      <td>9.659258e-01</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60557</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-01-08 08:00:00</td>\n",
       "      <td>2.825</td>\n",
       "      <td>1.28350</td>\n",
       "      <td>835.450012</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>734.900024</td>\n",
       "      <td>0.00</td>\n",
       "      <td>266.149994</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.375</td>\n",
       "      <td>0.950</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.120126</td>\n",
       "      <td>0.992759</td>\n",
       "      <td>8.660254e-01</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34549</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-20 07:00:00</td>\n",
       "      <td>3.125</td>\n",
       "      <td>1.30800</td>\n",
       "      <td>1216.349976</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1216.349976</td>\n",
       "      <td>0.00</td>\n",
       "      <td>267.575012</td>\n",
       "      <td>...</td>\n",
       "      <td>1.750</td>\n",
       "      <td>1.400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.321058</td>\n",
       "      <td>0.947060</td>\n",
       "      <td>9.659258e-01</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22809</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-01-08 07:00:00</td>\n",
       "      <td>2.800</td>\n",
       "      <td>1.28400</td>\n",
       "      <td>942.250000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>701.549988</td>\n",
       "      <td>0.00</td>\n",
       "      <td>265.950012</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.900</td>\n",
       "      <td>1.325</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.120126</td>\n",
       "      <td>0.992759</td>\n",
       "      <td>9.659258e-01</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76633</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2020-02-09 05:00:00</td>\n",
       "      <td>3.975</td>\n",
       "      <td>1.23300</td>\n",
       "      <td>1853.349976</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1853.349976</td>\n",
       "      <td>0.00</td>\n",
       "      <td>270.600006</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.700</td>\n",
       "      <td>6.375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.621687</td>\n",
       "      <td>0.783266</td>\n",
       "      <td>9.659258e-01</td>\n",
       "      <td>2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34917</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-04 15:00:00</td>\n",
       "      <td>2.250</td>\n",
       "      <td>1.31950</td>\n",
       "      <td>1118.074951</td>\n",
       "      <td>4.344193e+04</td>\n",
       "      <td>1.150000</td>\n",
       "      <td>1118.074951</td>\n",
       "      <td>0.00</td>\n",
       "      <td>263.600006</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.775</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.552101</td>\n",
       "      <td>0.833777</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93333</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-01-05 05:00:00</td>\n",
       "      <td>2.725</td>\n",
       "      <td>1.28250</td>\n",
       "      <td>707.250000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>308.600006</td>\n",
       "      <td>0.00</td>\n",
       "      <td>265.875000</td>\n",
       "      <td>...</td>\n",
       "      <td>1.725</td>\n",
       "      <td>1.100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.068755</td>\n",
       "      <td>0.997634</td>\n",
       "      <td>9.659258e-01</td>\n",
       "      <td>2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85323</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-05 09:00:00</td>\n",
       "      <td>0.750</td>\n",
       "      <td>1.41350</td>\n",
       "      <td>28.200001</td>\n",
       "      <td>1.488805e+05</td>\n",
       "      <td>65.849998</td>\n",
       "      <td>55.799999</td>\n",
       "      <td>0.00</td>\n",
       "      <td>251.250000</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.050</td>\n",
       "      <td>0.700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.566362</td>\n",
       "      <td>0.824157</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52452</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-04 12:00:00</td>\n",
       "      <td>1.150</td>\n",
       "      <td>1.37825</td>\n",
       "      <td>28.400000</td>\n",
       "      <td>4.445554e+05</td>\n",
       "      <td>116.199997</td>\n",
       "      <td>240.925003</td>\n",
       "      <td>0.00</td>\n",
       "      <td>255.875000</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.250</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.552101</td>\n",
       "      <td>0.833777</td>\n",
       "      <td>1.224647e-16</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93096</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-26 08:00:00</td>\n",
       "      <td>4.375</td>\n",
       "      <td>1.27975</td>\n",
       "      <td>410.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>304.600006</td>\n",
       "      <td>0.00</td>\n",
       "      <td>271.725006</td>\n",
       "      <td>...</td>\n",
       "      <td>0.425</td>\n",
       "      <td>1.750</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.107308</td>\n",
       "      <td>0.994226</td>\n",
       "      <td>8.660254e-01</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52584</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-10 00:00:00</td>\n",
       "      <td>2.675</td>\n",
       "      <td>1.32650</td>\n",
       "      <td>440.625000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>233.725006</td>\n",
       "      <td>0.00</td>\n",
       "      <td>265.625000</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.800</td>\n",
       "      <td>0.025</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.635068</td>\n",
       "      <td>0.772456</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34530</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-01-19 12:00:00</td>\n",
       "      <td>3.700</td>\n",
       "      <td>1.28650</td>\n",
       "      <td>1909.500000</td>\n",
       "      <td>1.976525e+05</td>\n",
       "      <td>48.775002</td>\n",
       "      <td>1909.500000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>269.450012</td>\n",
       "      <td>...</td>\n",
       "      <td>4.225</td>\n",
       "      <td>-1.975</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.304719</td>\n",
       "      <td>0.952442</td>\n",
       "      <td>1.224647e-16</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35096</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-02-12 02:00:00</td>\n",
       "      <td>3.625</td>\n",
       "      <td>1.29400</td>\n",
       "      <td>1647.175049</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1647.175049</td>\n",
       "      <td>0.00</td>\n",
       "      <td>269.250000</td>\n",
       "      <td>...</td>\n",
       "      <td>3.725</td>\n",
       "      <td>1.650</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.661263</td>\n",
       "      <td>0.750154</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52410</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-02 18:00:00</td>\n",
       "      <td>1.100</td>\n",
       "      <td>1.36275</td>\n",
       "      <td>28.025000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>423.200012</td>\n",
       "      <td>0.00</td>\n",
       "      <td>255.600006</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.350</td>\n",
       "      <td>0.600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.523094</td>\n",
       "      <td>0.852275</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "      <td>-1.836970e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85476</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-11 18:00:00</td>\n",
       "      <td>0.925</td>\n",
       "      <td>1.40000</td>\n",
       "      <td>4662.250000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2630.274902</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>253.649994</td>\n",
       "      <td>...</td>\n",
       "      <td>0.475</td>\n",
       "      <td>2.300</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.648262</td>\n",
       "      <td>0.761418</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "      <td>-1.836970e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22740</th>\n",
       "      <td>130.2400</td>\n",
       "      <td>2022-01-05 10:00:00</td>\n",
       "      <td>3.850</td>\n",
       "      <td>1.26550</td>\n",
       "      <td>3605.500000</td>\n",
       "      <td>5.234198e+04</td>\n",
       "      <td>23.100000</td>\n",
       "      <td>2125.449951</td>\n",
       "      <td>0.00</td>\n",
       "      <td>270.100006</td>\n",
       "      <td>...</td>\n",
       "      <td>3.450</td>\n",
       "      <td>-2.225</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.068755</td>\n",
       "      <td>0.997634</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>-8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93130</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-27 18:00:00</td>\n",
       "      <td>1.925</td>\n",
       "      <td>1.31200</td>\n",
       "      <td>4114.899902</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>3859.125000</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>261.750000</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.200</td>\n",
       "      <td>1.900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.090190</td>\n",
       "      <td>0.995925</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "      <td>-1.836970e-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93460</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-01-10 12:00:00</td>\n",
       "      <td>2.575</td>\n",
       "      <td>1.30875</td>\n",
       "      <td>10980.200195</td>\n",
       "      <td>1.297966e+05</td>\n",
       "      <td>30.974998</td>\n",
       "      <td>10420.299805</td>\n",
       "      <td>0.00</td>\n",
       "      <td>265.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.675</td>\n",
       "      <td>2.375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.154204</td>\n",
       "      <td>0.988039</td>\n",
       "      <td>1.224647e-16</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85995</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-03-05 09:00:00</td>\n",
       "      <td>4.200</td>\n",
       "      <td>1.29350</td>\n",
       "      <td>1856.849976</td>\n",
       "      <td>7.216239e+05</td>\n",
       "      <td>242.049988</td>\n",
       "      <td>641.099976</td>\n",
       "      <td>0.00</td>\n",
       "      <td>271.100006</td>\n",
       "      <td>...</td>\n",
       "      <td>2.325</td>\n",
       "      <td>1.725</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.883720</td>\n",
       "      <td>0.468015</td>\n",
       "      <td>7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93628</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2022-01-17 12:00:00</td>\n",
       "      <td>4.600</td>\n",
       "      <td>1.27950</td>\n",
       "      <td>2121.800049</td>\n",
       "      <td>1.831436e+05</td>\n",
       "      <td>45.099998</td>\n",
       "      <td>430.274994</td>\n",
       "      <td>0.00</td>\n",
       "      <td>272.575012</td>\n",
       "      <td>...</td>\n",
       "      <td>7.275</td>\n",
       "      <td>-2.325</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.271777</td>\n",
       "      <td>0.962360</td>\n",
       "      <td>1.224647e-16</td>\n",
       "      <td>-1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22516</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-12-27 02:00:00</td>\n",
       "      <td>4.300</td>\n",
       "      <td>1.28200</td>\n",
       "      <td>2427.725098</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1140.275024</td>\n",
       "      <td>0.00</td>\n",
       "      <td>271.549988</td>\n",
       "      <td>...</td>\n",
       "      <td>1.125</td>\n",
       "      <td>2.700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.090190</td>\n",
       "      <td>0.995925</td>\n",
       "      <td>5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52678</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-13 22:00:00</td>\n",
       "      <td>3.425</td>\n",
       "      <td>1.32200</td>\n",
       "      <td>849.849976</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>495.149994</td>\n",
       "      <td>0.00</td>\n",
       "      <td>268.450012</td>\n",
       "      <td>...</td>\n",
       "      <td>3.575</td>\n",
       "      <td>2.750</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.674069</td>\n",
       "      <td>0.738668</td>\n",
       "      <td>-5.000000e-01</td>\n",
       "      <td>8.660254e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52463</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-04 23:00:00</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.39725</td>\n",
       "      <td>28.100000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>56.900002</td>\n",
       "      <td>0.00</td>\n",
       "      <td>254.725006</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.300</td>\n",
       "      <td>1.100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.552101</td>\n",
       "      <td>0.833777</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75019</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2019-12-03 23:00:00</td>\n",
       "      <td>6.100</td>\n",
       "      <td>1.24650</td>\n",
       "      <td>833.349976</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>833.349976</td>\n",
       "      <td>0.00</td>\n",
       "      <td>276.650024</td>\n",
       "      <td>...</td>\n",
       "      <td>2.950</td>\n",
       "      <td>1.200</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.482206</td>\n",
       "      <td>0.876058</td>\n",
       "      <td>-2.588190e-01</td>\n",
       "      <td>9.659258e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14671</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2021-02-03 05:00:00</td>\n",
       "      <td>1.050</td>\n",
       "      <td>1.37400</td>\n",
       "      <td>28.324999</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>148.199997</td>\n",
       "      <td>0.00</td>\n",
       "      <td>254.949997</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.100</td>\n",
       "      <td>0.900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.537677</td>\n",
       "      <td>0.843151</td>\n",
       "      <td>9.659258e-01</td>\n",
       "      <td>2.588190e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5969</th>\n",
       "      <td>0.0000</td>\n",
       "      <td>2020-02-06 15:00:00</td>\n",
       "      <td>5.025</td>\n",
       "      <td>1.29425</td>\n",
       "      <td>110.375000</td>\n",
       "      <td>5.316368e+04</td>\n",
       "      <td>1.925000</td>\n",
       "      <td>110.375000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>273.674988</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.825</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.580455</td>\n",
       "      <td>0.814292</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "      <td>-7.071068e-01</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>200 rows × 54 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              y                  ds  absolute_humidity_2m:gm3  \\\n",
       "93098    0.0000 2021-12-26 10:00:00                     4.400   \n",
       "93170    0.0000 2021-12-29 10:00:00                     2.500   \n",
       "34577    0.0000 2019-01-21 11:00:00                     1.800   \n",
       "34646    0.0000 2019-01-24 08:00:00                     1.900   \n",
       "85456    0.0000 2021-02-10 22:00:00                     0.900   \n",
       "34697    6.9000 2019-01-26 11:00:00                     2.300   \n",
       "85287    0.0000 2021-02-03 21:00:00                     1.050   \n",
       "52667   18.9750 2021-02-13 11:00:00                     3.525   \n",
       "42111    0.0000 2019-12-01 12:00:00                     4.750   \n",
       "85409    0.0000 2021-02-08 23:00:00                     0.900   \n",
       "85318    0.0000 2021-02-05 04:00:00                     0.700   \n",
       "35018    0.0000 2019-02-08 20:00:00                     4.575   \n",
       "34442    0.0000 2019-01-15 20:00:00                     1.925   \n",
       "35097    0.0000 2019-02-12 03:00:00                     3.700   \n",
       "52746    0.0000 2021-02-16 18:00:00                     2.725   \n",
       "52401    0.0000 2021-02-02 09:00:00                     1.100   \n",
       "85484    0.0000 2021-02-12 02:00:00                     1.100   \n",
       "85427    0.0000 2021-02-09 17:00:00                     1.925   \n",
       "52477    0.0000 2021-02-05 13:00:00                     1.400   \n",
       "52758    0.0000 2021-02-17 06:00:00                     2.900   \n",
       "93466    0.0000 2022-01-10 18:00:00                     3.000   \n",
       "85413    0.0000 2021-02-09 03:00:00                     0.800   \n",
       "34812    0.0000 2019-01-31 06:00:00                     2.350   \n",
       "52617    3.4500 2021-02-11 09:00:00                     0.825   \n",
       "35160    0.0000 2019-02-14 18:00:00                     5.625   \n",
       "22513    0.0000 2021-12-26 23:00:00                     4.500   \n",
       "85350    0.0000 2021-02-06 12:00:00                     1.225   \n",
       "14764    0.0000 2021-02-07 02:00:00                     1.300   \n",
       "35157    6.0375 2019-02-14 15:00:00                     6.050   \n",
       "14586    0.0000 2021-01-30 16:00:00                     3.700   \n",
       "85415    0.0000 2021-02-09 05:00:00                     0.800   \n",
       "14668    0.0000 2021-02-03 02:00:00                     1.025   \n",
       "77799    0.0000 2020-03-28 19:00:00                     3.600   \n",
       "14787    0.0000 2021-02-08 01:00:00                     1.300   \n",
       "75010    0.0000 2019-12-03 14:00:00                     6.450   \n",
       "52475    0.8625 2021-02-05 11:00:00                     1.200   \n",
       "35129   71.5875 2019-02-13 11:00:00                     5.750   \n",
       "93090    0.0000 2021-12-26 02:00:00                     4.225   \n",
       "52628    0.0000 2021-02-11 20:00:00                     1.200   \n",
       "93260    0.0000 2022-01-02 04:00:00                     4.000   \n",
       "85365    0.0000 2021-02-07 03:00:00                     0.925   \n",
       "85254    0.0000 2021-02-02 12:00:00                     1.000   \n",
       "85998    0.0000 2021-03-05 12:00:00                     4.200   \n",
       "93129    0.0000 2021-12-27 17:00:00                     2.000   \n",
       "35064    0.0000 2019-02-10 18:00:00                     4.575   \n",
       "85569    0.0000 2021-02-15 15:00:00                     2.600   \n",
       "85459    0.0000 2021-02-11 01:00:00                     0.700   \n",
       "22712    0.0000 2022-01-04 06:00:00                     2.875   \n",
       "93496    0.0000 2022-01-12 00:00:00                     3.975   \n",
       "14662    0.0000 2021-02-02 20:00:00                     1.000   \n",
       "74951    0.0000 2019-12-01 03:00:00                     4.225   \n",
       "34839   32.7750 2019-02-01 09:00:00                     2.500   \n",
       "85369    0.0000 2021-02-07 07:00:00                     0.900   \n",
       "34627    0.0000 2019-01-23 13:00:00                     1.675   \n",
       "14765    0.0000 2021-02-07 03:00:00                     1.225   \n",
       "34940    0.0000 2019-02-05 14:00:00                     1.800   \n",
       "60500    0.0000 2022-01-05 23:00:00                     3.275   \n",
       "75011    0.0000 2019-12-03 15:00:00                     6.525   \n",
       "14577    0.0000 2021-01-30 07:00:00                     3.900   \n",
       "14869  915.4200 2021-02-11 11:00:00                     1.000   \n",
       "35095    0.0000 2019-02-12 01:00:00                     3.600   \n",
       "34823    0.0000 2019-01-31 17:00:00                     2.400   \n",
       "34593    0.0000 2019-01-22 03:00:00                     1.900   \n",
       "93271    0.0000 2022-01-02 15:00:00                     3.500   \n",
       "14798  533.9400 2021-02-08 12:00:00                     1.850   \n",
       "52317    0.0000 2021-01-29 21:00:00                     2.600   \n",
       "52577    0.0000 2021-02-09 17:00:00                     2.100   \n",
       "85172    0.0000 2021-01-30 02:00:00                     3.125   \n",
       "85432    0.0000 2021-02-09 22:00:00                     2.500   \n",
       "14693    0.0000 2021-02-04 03:00:00                     1.175   \n",
       "85348    0.0000 2021-02-06 10:00:00                     1.025   \n",
       "34902    0.0000 2019-02-04 00:00:00                     2.600   \n",
       "94243    0.0000 2022-02-12 03:00:00                     4.425   \n",
       "35011    4.3125 2019-02-08 13:00:00                     4.400   \n",
       "85516    0.0000 2021-02-13 10:00:00                     3.150   \n",
       "22738    0.0000 2022-01-05 08:00:00                     3.800   \n",
       "52485    0.0000 2021-02-05 21:00:00                     1.450   \n",
       "34659    0.0000 2019-01-24 21:00:00                     1.975   \n",
       "85515    0.0000 2021-02-13 09:00:00                     2.950   \n",
       "76605    0.0000 2020-02-08 01:00:00                     3.250   \n",
       "34976    0.0000 2019-02-07 02:00:00                     3.675   \n",
       "42118    0.0000 2019-12-01 19:00:00                     4.275   \n",
       "85477    0.0000 2021-02-11 19:00:00                     0.975   \n",
       "52666   18.1125 2021-02-13 10:00:00                     3.400   \n",
       "52707    0.0000 2021-02-15 03:00:00                     1.525   \n",
       "93199    0.0000 2021-12-30 15:00:00                     3.400   \n",
       "93169    0.0000 2021-12-29 09:00:00                     2.450   \n",
       "60268    0.0000 2021-12-27 07:00:00                     3.150   \n",
       "85098    0.0000 2021-01-27 00:00:00                     3.000   \n",
       "43720    0.0000 2020-02-06 13:00:00                     4.800   \n",
       "14774  103.4000 2021-02-07 12:00:00                     1.700   \n",
       "52426    0.0000 2021-02-03 10:00:00                     1.200   \n",
       "34971    0.0000 2019-02-06 21:00:00                     3.025   \n",
       "93134    0.0000 2021-12-27 22:00:00                     1.800   \n",
       "76617    0.0000 2020-02-08 13:00:00                     3.825   \n",
       "14924    0.0000 2021-02-13 18:00:00                     3.800   \n",
       "77805    0.0000 2020-03-29 01:00:00                     3.700   \n",
       "85992    0.0000 2021-03-05 06:00:00                     4.000   \n",
       "85302    0.0000 2021-02-04 12:00:00                     0.925   \n",
       "34555    0.0000 2019-01-20 13:00:00                     3.000   \n",
       "52768    0.0000 2021-02-17 16:00:00                     2.700   \n",
       "85535    0.0000 2021-02-14 05:00:00                     2.375   \n",
       "93104    0.0000 2021-12-26 16:00:00                     4.300   \n",
       "86884    9.8000 2021-04-11 10:00:00                     4.175   \n",
       "60267    0.0000 2021-12-27 06:00:00                     3.375   \n",
       "52670    4.3125 2021-02-13 14:00:00                     3.775   \n",
       "60512    0.0000 2022-01-06 11:00:00                     2.800   \n",
       "34876    0.0000 2019-02-02 22:00:00                     1.900   \n",
       "22523   11.2200 2021-12-27 09:00:00                     2.875   \n",
       "34517    0.0000 2019-01-18 23:00:00                     3.100   \n",
       "60258    0.0000 2021-12-26 21:00:00                     4.450   \n",
       "34890   32.7750 2019-02-03 12:00:00                     2.100   \n",
       "52501    0.0000 2021-02-06 13:00:00                     1.600   \n",
       "34870    0.0000 2019-02-02 16:00:00                     2.000   \n",
       "52484    0.0000 2021-02-05 20:00:00                     1.500   \n",
       "93296    0.0000 2022-01-03 16:00:00                     4.875   \n",
       "34447    0.0000 2019-01-16 01:00:00                     1.650   \n",
       "52754    0.0000 2021-02-17 02:00:00                     2.900   \n",
       "94244    0.0000 2022-02-12 04:00:00                     4.700   \n",
       "14807    0.0000 2021-02-08 21:00:00                     1.250   \n",
       "52310    0.0000 2021-01-29 14:00:00                     2.400   \n",
       "60265    0.0000 2021-12-27 04:00:00                     3.850   \n",
       "14930    0.0000 2021-02-14 00:00:00                     3.300   \n",
       "14734    0.0000 2021-02-05 20:00:00                     1.500   \n",
       "35009   19.8375 2019-02-08 11:00:00                     3.800   \n",
       "34779    0.0000 2019-01-29 21:00:00                     1.900   \n",
       "34982    0.8625 2019-02-07 08:00:00                     3.400   \n",
       "52729    0.0000 2021-02-16 01:00:00                     2.650   \n",
       "85142    0.0000 2021-01-28 20:00:00                     1.700   \n",
       "5967    22.8800 2020-02-06 13:00:00                     4.800   \n",
       "35131   53.4750 2019-02-13 13:00:00                     5.525   \n",
       "85182    0.0000 2021-01-30 12:00:00                     3.475   \n",
       "34461    0.0000 2019-01-16 15:00:00                     2.700   \n",
       "85629    0.0000 2021-02-18 03:00:00                     2.500   \n",
       "14755    0.0000 2021-02-06 17:00:00                     1.700   \n",
       "52730    0.0000 2021-02-16 02:00:00                     2.700   \n",
       "34664    0.0000 2019-01-25 02:00:00                     1.850   \n",
       "35162    0.0000 2019-02-14 20:00:00                     5.800   \n",
       "34989    0.0000 2019-02-07 15:00:00                     3.200   \n",
       "35144    0.0000 2019-02-14 02:00:00                     4.850   \n",
       "93412    0.0000 2022-01-08 12:00:00                     2.575   \n",
       "34809    0.0000 2019-01-31 03:00:00                     2.400   \n",
       "34607    0.0000 2019-01-22 17:00:00                     1.700   \n",
       "22502   10.5600 2021-12-26 12:00:00                     4.575   \n",
       "5979     0.0000 2020-02-07 01:00:00                     5.900   \n",
       "52719    6.0375 2021-02-15 15:00:00                     2.650   \n",
       "52578    0.0000 2021-02-09 18:00:00                     2.225   \n",
       "52629    0.0000 2021-02-11 21:00:00                     1.200   \n",
       "34693    0.0000 2019-01-26 07:00:00                     2.400   \n",
       "35028    0.0000 2019-02-09 06:00:00                     3.900   \n",
       "34731    3.4500 2019-01-27 21:00:00                     1.825   \n",
       "34520    0.0000 2019-01-19 02:00:00                     3.525   \n",
       "35045    0.0000 2019-02-09 23:00:00                     3.875   \n",
       "35041    0.0000 2019-02-09 19:00:00                     4.325   \n",
       "52406    0.0000 2021-02-02 14:00:00                     1.300   \n",
       "76625    0.0000 2020-02-08 21:00:00                     4.400   \n",
       "34888   43.1250 2019-02-03 10:00:00                     2.000   \n",
       "34702    0.0000 2019-01-26 16:00:00                     2.200   \n",
       "34699    1.7250 2019-01-26 13:00:00                     2.300   \n",
       "76599    0.0000 2020-02-07 19:00:00                     4.525   \n",
       "76644    0.0000 2020-02-09 16:00:00                     4.425   \n",
       "14823  269.2800 2021-02-09 13:00:00                     1.725   \n",
       "34743    3.4500 2019-01-28 09:00:00                     2.200   \n",
       "93120    0.0000 2021-12-27 08:00:00                     2.750   \n",
       "34710    0.0000 2019-01-27 00:00:00                     2.100   \n",
       "52581    0.0000 2021-02-09 21:00:00                     2.550   \n",
       "85468    0.0000 2021-02-11 10:00:00                     0.700   \n",
       "34750    0.0000 2019-01-28 16:00:00                     2.200   \n",
       "34496    0.0000 2019-01-18 02:00:00                     3.550   \n",
       "85656    0.0000 2021-02-19 06:00:00                     3.500   \n",
       "85122    0.0000 2021-01-28 00:00:00                     2.825   \n",
       "93201    0.0000 2021-12-30 17:00:00                     4.025   \n",
       "22518    0.0000 2021-12-27 04:00:00                     3.850   \n",
       "22768    0.0000 2022-01-06 14:00:00                     2.450   \n",
       "14529    0.0000 2021-01-28 07:00:00                     2.475   \n",
       "60557    0.0000 2022-01-08 08:00:00                     2.825   \n",
       "34549    0.0000 2019-01-20 07:00:00                     3.125   \n",
       "22809    0.0000 2022-01-08 07:00:00                     2.800   \n",
       "76633    0.0000 2020-02-09 05:00:00                     3.975   \n",
       "34917    0.0000 2019-02-04 15:00:00                     2.250   \n",
       "93333    0.0000 2022-01-05 05:00:00                     2.725   \n",
       "85323    0.0000 2021-02-05 09:00:00                     0.750   \n",
       "52452    0.0000 2021-02-04 12:00:00                     1.150   \n",
       "93096    0.0000 2021-12-26 08:00:00                     4.375   \n",
       "52584    0.0000 2021-02-10 00:00:00                     2.675   \n",
       "34530    0.0000 2019-01-19 12:00:00                     3.700   \n",
       "35096    0.0000 2019-02-12 02:00:00                     3.625   \n",
       "52410    0.0000 2021-02-02 18:00:00                     1.100   \n",
       "85476    0.0000 2021-02-11 18:00:00                     0.925   \n",
       "22740  130.2400 2022-01-05 10:00:00                     3.850   \n",
       "93130    0.0000 2021-12-27 18:00:00                     1.925   \n",
       "93460    0.0000 2022-01-10 12:00:00                     2.575   \n",
       "85995    0.0000 2021-03-05 09:00:00                     4.200   \n",
       "93628    0.0000 2022-01-17 12:00:00                     4.600   \n",
       "22516    0.0000 2021-12-27 02:00:00                     4.300   \n",
       "52678    0.0000 2021-02-13 22:00:00                     3.425   \n",
       "52463    0.0000 2021-02-04 23:00:00                     1.000   \n",
       "75019    0.0000 2019-12-03 23:00:00                     6.100   \n",
       "14671    0.0000 2021-02-03 05:00:00                     1.050   \n",
       "5969     0.0000 2020-02-06 15:00:00                     5.025   \n",
       "\n",
       "       air_density_2m:kgm3  ceiling_height_agl:m  clear_sky_energy_1h:J  \\\n",
       "93098              1.27800           1032.724976           3.828423e+04   \n",
       "93170              1.29550           1793.474976           4.029377e+04   \n",
       "34577              1.32875            743.900024           2.101710e+05   \n",
       "34646              1.32400            927.349976           9.043500e+02   \n",
       "85456              1.40200             28.125000           0.000000e+00   \n",
       "34697              1.28925           2195.350098           2.709067e+05   \n",
       "85287              1.37550             28.400000           0.000000e+00   \n",
       "52667              1.31700           3482.800049           6.141820e+05   \n",
       "42111              1.27500            923.699951           1.259748e+05   \n",
       "85409              1.40300             28.299999           0.000000e+00   \n",
       "85318              1.42100             28.299999           0.000000e+00   \n",
       "35018              1.25925            829.000000           0.000000e+00   \n",
       "34442              1.31350            980.775024           0.000000e+00   \n",
       "35097              1.29425           1603.650024           0.000000e+00   \n",
       "52746              1.29625           8207.375000           0.000000e+00   \n",
       "52401              1.36175           3551.750000           1.152259e+05   \n",
       "85484              1.38700           6387.600098           0.000000e+00   \n",
       "85427              1.32500            863.700012           0.000000e+00   \n",
       "52477              1.37575            101.900002           3.775030e+05   \n",
       "52758              1.28925           7977.774902           0.000000e+00   \n",
       "93466              1.30100          12170.724609           0.000000e+00   \n",
       "85413              1.40500             28.349998           0.000000e+00   \n",
       "34812              1.29350           1811.449951           0.000000e+00   \n",
       "52617              1.41450             27.849998           2.301355e+05   \n",
       "35160              1.25750           1176.250000           0.000000e+00   \n",
       "22513              1.27900           2758.699951           0.000000e+00   \n",
       "85350              1.37300             28.150002           4.869223e+05   \n",
       "14764              1.39600             28.299999           0.000000e+00   \n",
       "35157              1.24950           1324.824951           1.346368e+05   \n",
       "14586              1.27775           3339.100098           0.000000e+00   \n",
       "85415              1.40650             28.000000           0.000000e+00   \n",
       "14668              1.37300             28.299999           0.000000e+00   \n",
       "77799              1.32550            344.975006           0.000000e+00   \n",
       "14787              1.38650           1665.425049           0.000000e+00   \n",
       "75010              1.23400            384.649994           4.090350e+03   \n",
       "52475              1.38650             28.200001           4.429218e+05   \n",
       "35129              1.25775            883.700012           6.050214e+05   \n",
       "93090              1.27700           1044.900024           0.000000e+00   \n",
       "52628              1.39050           5614.149902           0.000000e+00   \n",
       "93260              1.25175           5338.674805           0.000000e+00   \n",
       "85365              1.40850             28.324999           0.000000e+00   \n",
       "85254              1.35800           4625.424805           4.092533e+05   \n",
       "85998              1.28700           1063.724976           1.164006e+06   \n",
       "93129              1.31350           4369.549805           0.000000e+00   \n",
       "35064              1.25525           1354.400024           0.000000e+00   \n",
       "85569              1.30825           5583.000000           1.620336e+05   \n",
       "85459              1.42700             28.000000           0.000000e+00   \n",
       "22712              1.27475            110.199997           0.000000e+00   \n",
       "93496              1.27450           2307.600098           0.000000e+00   \n",
       "14662              1.37450             28.250000           0.000000e+00   \n",
       "74951              1.27550           1138.974976           0.000000e+00   \n",
       "34839              1.30125           2079.125000           1.056439e+05   \n",
       "85369              1.40475           1245.724976           0.000000e+00   \n",
       "34627              1.32500           1090.424927           1.733785e+05   \n",
       "14765              1.39700             28.324999           0.000000e+00   \n",
       "34940              1.34150           1396.924927           2.010741e+05   \n",
       "60500              1.28750           3179.425049           0.000000e+00   \n",
       "75011              1.23550            386.649994           0.000000e+00   \n",
       "14577              1.27500            561.974976           0.000000e+00   \n",
       "14869              1.39450             27.900000           5.686160e+05   \n",
       "35095              1.29075           1643.750000           0.000000e+00   \n",
       "34823              1.29975           2451.475098           0.000000e+00   \n",
       "34593              1.32425            834.849976           0.000000e+00   \n",
       "93271              1.25250           5631.700195           0.000000e+00   \n",
       "14798              1.34650            265.799988           5.260694e+05   \n",
       "52317              1.28525           2060.250000           0.000000e+00   \n",
       "52577              1.32400            807.700012           0.000000e+00   \n",
       "85172              1.28250           5663.000000           0.000000e+00   \n",
       "85432              1.32625            383.799988           0.000000e+00   \n",
       "14693              1.38500             28.299999           0.000000e+00   \n",
       "85348              1.39425             28.025000           3.400429e+05   \n",
       "34902              1.31825            552.599976           0.000000e+00   \n",
       "94243              1.26925            751.575012           0.000000e+00   \n",
       "35011              1.25900            556.699951           4.206912e+05   \n",
       "85516              1.31825           3697.850098           4.784715e+05   \n",
       "22738              1.26850           2701.324951           0.000000e+00   \n",
       "52485              1.38425             28.625000           0.000000e+00   \n",
       "34659              1.32075            972.700012           0.000000e+00   \n",
       "85515              1.32075           3762.050049           2.647002e+05   \n",
       "76605              1.30150           1478.000000           0.000000e+00   \n",
       "34976              1.27200           1113.350098           0.000000e+00   \n",
       "42118              1.28025           1755.599976           0.000000e+00   \n",
       "85477              1.39975           5553.149902           0.000000e+00   \n",
       "52666              1.31900           3746.899902           4.762038e+05   \n",
       "52707              1.33325           9237.349609           0.000000e+00   \n",
       "93199              1.27250            667.000000           0.000000e+00   \n",
       "93169              1.29450           2616.050049           2.358350e+03   \n",
       "60268              1.30025           6342.350098           0.000000e+00   \n",
       "85098              1.30150           4385.450195           0.000000e+00   \n",
       "43720              1.29300             95.250000           3.752511e+05   \n",
       "14774              1.36150             28.400000           5.049856e+05   \n",
       "52426              1.35650             28.000000           2.874598e+05   \n",
       "34971              1.28600            591.674988           0.000000e+00   \n",
       "93134              1.30700           4661.825195           0.000000e+00   \n",
       "76617              1.25300           1088.074951           4.159938e+05   \n",
       "14924              1.32050            654.875000           0.000000e+00   \n",
       "77805              1.31775            686.900024           0.000000e+00   \n",
       "85992              1.30275           5113.324707           3.994775e+03   \n",
       "85302              1.38300             28.400000           4.470839e+05   \n",
       "34555              1.31300            871.049988           1.435084e+05   \n",
       "52768              1.28875           5181.475098           2.701288e+04   \n",
       "85535              1.34150           1399.000000           0.000000e+00   \n",
       "93104              1.27850           2576.074951           0.000000e+00   \n",
       "86884              1.27200           1389.699829           2.015216e+06   \n",
       "60267              1.29600           6141.225098           0.000000e+00   \n",
       "52670              1.31500            619.500000           3.507206e+05   \n",
       "60512              1.30850           2465.199951           1.054300e+05   \n",
       "34876              1.32375           1400.074951           0.000000e+00   \n",
       "22523              1.30700           6443.875000           2.065950e+03   \n",
       "34517              1.29300           1016.150024           0.000000e+00   \n",
       "60258              1.27675           6449.024902           0.000000e+00   \n",
       "34890              1.32150           1265.224976           4.145429e+05   \n",
       "52501              1.36975            126.199997           3.964330e+05   \n",
       "34870              1.31275           1705.500000           3.137500e+01   \n",
       "52484              1.37950            375.225006           0.000000e+00   \n",
       "93296              1.23725            585.000000           0.000000e+00   \n",
       "34447              1.32800           1026.450073           0.000000e+00   \n",
       "52754              1.29000           6248.000000           0.000000e+00   \n",
       "94244              1.26875            577.049988           0.000000e+00   \n",
       "14807              1.38800             28.299997           0.000000e+00   \n",
       "52310              1.29300           3492.500000           1.268905e+05   \n",
       "60265              1.28750           6467.200195           0.000000e+00   \n",
       "14930              1.32600           1091.150024           0.000000e+00   \n",
       "14734              1.38350            375.075012           0.000000e+00   \n",
       "35009              1.26375            503.524994           4.954301e+05   \n",
       "34779              1.29250           1312.050049           0.000000e+00   \n",
       "34982              1.28200            996.799988           2.991475e+04   \n",
       "52729              1.32050           5399.799805           0.000000e+00   \n",
       "85142              1.31000           3364.500000           0.000000e+00   \n",
       "5967               1.29350             95.125000           3.752791e+05   \n",
       "35131              1.25925            921.625000           5.256756e+05   \n",
       "85182              1.27450           5049.899902           3.564576e+05   \n",
       "34461              1.27775            832.349976           2.069250e+02   \n",
       "85629              1.30050           4396.250000           0.000000e+00   \n",
       "14755              1.37125           1278.550049           0.000000e+00   \n",
       "52730              1.32025           5801.700195           0.000000e+00   \n",
       "34664              1.32625            923.049988           0.000000e+00   \n",
       "35162              1.26025            980.149963           0.000000e+00   \n",
       "34989              1.27475           1008.250000           6.416620e+04   \n",
       "35144              1.25875           1126.650024           0.000000e+00   \n",
       "93412              1.28575           3841.399902           1.186083e+05   \n",
       "34809              1.29050           1909.074951           0.000000e+00   \n",
       "34607              1.32900            810.450012           0.000000e+00   \n",
       "22502              1.27575           2479.250000           7.785080e+04   \n",
       "5979               1.28000            583.724976           0.000000e+00   \n",
       "52719              1.30550           5586.149902           1.608539e+05   \n",
       "52578              1.32200            679.875000           0.000000e+00   \n",
       "52629              1.38950           5686.399902           0.000000e+00   \n",
       "34693              1.29150           2086.750000           0.000000e+00   \n",
       "35028              1.24600           1467.750000           0.000000e+00   \n",
       "34731              1.29400           1778.550049           0.000000e+00   \n",
       "34520              1.28450            734.625000           0.000000e+00   \n",
       "35045              1.25100            679.599976           0.000000e+00   \n",
       "35041              1.24650            710.174988           0.000000e+00   \n",
       "52406              1.34950           4434.100098           1.732672e+05   \n",
       "76625              1.25700           1123.849976           0.000000e+00   \n",
       "34888              1.32700           1152.699951           2.844206e+05   \n",
       "34702              1.29400           2025.300049           0.000000e+00   \n",
       "34699              1.29025           2129.850098           2.084092e+05   \n",
       "76599              1.29100           1312.474976           0.000000e+00   \n",
       "76644              1.19500           1786.175049           2.868450e+03   \n",
       "14823              1.34100           1347.949951           4.562293e+05   \n",
       "34743              1.28750           1437.900024           7.307420e+04   \n",
       "93120              1.30725           6529.649902           0.000000e+00   \n",
       "34710              1.29525           2202.949951           0.000000e+00   \n",
       "52581              1.32200            428.600006           0.000000e+00   \n",
       "85468              1.40950             27.900000           4.361849e+05   \n",
       "34750              1.29550            973.650024           0.000000e+00   \n",
       "34496              1.28050           1120.550049           0.000000e+00   \n",
       "85656              1.26575           6187.524902           0.000000e+00   \n",
       "85122              1.29775           5142.174805           0.000000e+00   \n",
       "93201              1.26150            578.200012           0.000000e+00   \n",
       "22518              1.29150           6464.950195           0.000000e+00   \n",
       "22768              1.31700           2504.199951           7.083925e+03   \n",
       "14529              1.30800           5326.600098           0.000000e+00   \n",
       "60557              1.28350            835.450012           0.000000e+00   \n",
       "34549              1.30800           1216.349976           0.000000e+00   \n",
       "22809              1.28400            942.250000           0.000000e+00   \n",
       "76633              1.23300           1853.349976           0.000000e+00   \n",
       "34917              1.31950           1118.074951           4.344193e+04   \n",
       "93333              1.28250            707.250000           0.000000e+00   \n",
       "85323              1.41350             28.200001           1.488805e+05   \n",
       "52452              1.37825             28.400000           4.445554e+05   \n",
       "93096              1.27975            410.000000           0.000000e+00   \n",
       "52584              1.32650            440.625000           0.000000e+00   \n",
       "34530              1.28650           1909.500000           1.976525e+05   \n",
       "35096              1.29400           1647.175049           0.000000e+00   \n",
       "52410              1.36275             28.025000           0.000000e+00   \n",
       "85476              1.40000           4662.250000           0.000000e+00   \n",
       "22740              1.26550           3605.500000           5.234198e+04   \n",
       "93130              1.31200           4114.899902           0.000000e+00   \n",
       "93460              1.30875          10980.200195           1.297966e+05   \n",
       "85995              1.29350           1856.849976           7.216239e+05   \n",
       "93628              1.27950           2121.800049           1.831436e+05   \n",
       "22516              1.28200           2427.725098           0.000000e+00   \n",
       "52678              1.32200            849.849976           0.000000e+00   \n",
       "52463              1.39725             28.100000           0.000000e+00   \n",
       "75019              1.24650            833.349976           0.000000e+00   \n",
       "14671              1.37400             28.324999           0.000000e+00   \n",
       "5969               1.29425            110.375000           5.316368e+04   \n",
       "\n",
       "       clear_sky_rad:W  cloud_base_agl:m  dew_or_rime:idx  dew_point_2m:K  \\\n",
       "93098        18.150000        438.274994             0.00      271.849976   \n",
       "93170        18.950001       1274.599976            -0.50      264.750000   \n",
       "34577        63.474998        743.900024             0.00      260.750000   \n",
       "34646         2.375000        927.349976             0.00      261.700012   \n",
       "85456         0.000000         28.075001             0.00      253.500000   \n",
       "34697        81.224998       2195.350098             0.00      263.700012   \n",
       "85287         0.000000         28.500000             0.00      254.925003   \n",
       "52667       179.574997       1056.175049             0.00      268.875000   \n",
       "42111        27.450001        923.699951             0.00      272.950012   \n",
       "85409         0.000000         31.799999             0.00      253.050003   \n",
       "85318         0.000000        175.100006             0.00      250.949997   \n",
       "35018         0.000000        829.000000             0.00      272.375000   \n",
       "34442         0.000000        980.775024             0.00      261.875000   \n",
       "35097         0.000000       1603.650024             0.00      269.500000   \n",
       "52746         0.000000       6690.600098             0.00      265.725006   \n",
       "52401        53.674999       1294.400024             0.00      255.824997   \n",
       "85484         0.000000        884.500000             0.00      255.250000   \n",
       "85427         0.000000        654.200012             0.00      261.524994   \n",
       "52477        84.324997        216.399994             0.00      258.349976   \n",
       "52758         0.000000       3442.475098             0.00      266.299988   \n",
       "93466         0.000000       8328.400391            -0.50      266.774994   \n",
       "85413         0.000000         30.400000             0.00      252.100006   \n",
       "34812         0.000000       1811.449951             0.00      263.899994   \n",
       "52617        93.724998         31.450001             0.00      252.350006   \n",
       "35160         0.000000       1176.250000             0.00      275.600006   \n",
       "22513         0.000000        604.000000             0.00      272.150024   \n",
       "85350       127.775002        358.850006             0.00      256.350006   \n",
       "14764         0.000000        402.625000             0.00      257.100006   \n",
       "35157        13.125000       1324.824951             0.00      276.674988   \n",
       "14586         0.000000        336.649994             0.00      269.549988   \n",
       "85415         0.000000         28.000000             0.00      251.774994   \n",
       "14668         0.000000        141.375000             0.00      254.899994   \n",
       "77799         0.000000        633.875000             0.00      269.250000   \n",
       "14787         0.000000        279.274994             0.00      257.500000   \n",
       "75010         0.000000        384.649994             0.00      277.524994   \n",
       "52475       131.149994        245.975006             0.00      256.250000   \n",
       "35129       176.425003        883.700012             0.00      275.799988   \n",
       "93090         0.000000        269.950012             0.00      271.250000   \n",
       "52628         0.000000       1723.625000             0.00      256.175018   \n",
       "93260         0.000000       2917.000000             0.00      270.600006   \n",
       "85365         0.000000        557.875000             0.00      253.774994   \n",
       "85254       106.550003       1117.250000             0.00      254.225006   \n",
       "85998       313.475006        721.099976             0.00      271.375000   \n",
       "93129         0.000000       3948.475098            -1.00      261.950012   \n",
       "35064         0.000000       1354.400024             0.00      272.349976   \n",
       "85569        17.800001       5049.950195             0.00      265.049988   \n",
       "85459         0.000000         34.474998             0.00      250.000000   \n",
       "22712         0.000000         35.799999             0.00      266.674988   \n",
       "93496         0.000000       1473.349976             0.00      270.600006   \n",
       "14662         0.000000        106.000000             0.00      254.550003   \n",
       "74951         0.000000       1138.974976             0.00      271.349976   \n",
       "34839        49.850002       2079.125000             0.00      264.750000   \n",
       "85369         0.000000       1014.950012             0.00      253.699997   \n",
       "34627        33.549999       1090.424927             0.00      260.100006   \n",
       "14765         0.000000        388.250000             0.00      256.849976   \n",
       "34940        31.975000       1396.924927             0.00      260.950012   \n",
       "60500         0.000000       1787.675049             0.00      268.075012   \n",
       "75011         0.000000        386.649994             0.00      277.700012   \n",
       "14577         0.000000        373.549988             0.00      270.250000   \n",
       "14869       166.750000         72.724998             0.00      254.200012   \n",
       "35095         0.000000       1643.750000             0.00      269.000000   \n",
       "34823         0.000000       2451.475098             0.00      264.024994   \n",
       "34593         0.000000        834.849976            -1.00      261.324982   \n",
       "93271         0.000000       5053.100098            -0.25      268.799988   \n",
       "14798       138.500000        481.149994             0.00      261.000000   \n",
       "52317         0.000000        766.474976             0.00      265.200012   \n",
       "52577         0.000000        627.099976             0.00      262.649994   \n",
       "85172         0.000000        453.225006             0.00      267.549988   \n",
       "85432         0.000000        254.375000             0.00      264.849976   \n",
       "14693         0.000000         28.299999             0.00      256.000000   \n",
       "85348       115.975006         31.625000             0.00      254.350006   \n",
       "34902         0.000000        552.599976             0.00      265.500000   \n",
       "94243         0.000000        578.000000             0.00      271.924988   \n",
       "35011        95.050003        556.699951             0.00      271.799988   \n",
       "85516       156.925003       1096.625000             0.00      267.350006   \n",
       "22738         0.000000        735.450012             0.00      269.950012   \n",
       "52485         0.000000        364.549988             0.00      258.500000   \n",
       "34659         0.000000        972.700012             0.00      261.850006   \n",
       "85515       105.125000       1287.300049             0.00      266.649994   \n",
       "76605         0.000000       1478.000000            -1.00      268.100006   \n",
       "34976         0.000000       1113.350098             0.00      269.299988   \n",
       "42118         0.000000       1755.599976             0.00      271.500000   \n",
       "85477         0.000000       2853.225098            -0.75      253.699997   \n",
       "52666       156.225006       1528.675049             0.00      268.350006   \n",
       "52707         0.000000       8341.224609             0.00      258.700012   \n",
       "93199         0.000000        362.149994            -0.50      268.625000   \n",
       "93169         3.450000       1475.150024            -1.00      264.524994   \n",
       "60268         0.000000       5892.950195             0.00      267.674988   \n",
       "85098         0.000000       1064.550049             0.00      267.149994   \n",
       "43720        83.099998         95.250000             0.00      273.075012   \n",
       "14774       132.774994        102.000000             0.00      260.149994   \n",
       "52426        99.974998         28.250000             0.00      256.274994   \n",
       "34971         0.000000        591.674988             0.00      267.100006   \n",
       "93134         0.000000       4386.825195             0.00      260.850006   \n",
       "76617        93.574997       1088.074951             0.00      270.100006   \n",
       "14924         0.000000        152.074997             0.00      269.900024   \n",
       "77805         0.000000        403.475006             0.00      269.650024   \n",
       "85992         6.450000        205.300003             0.00      270.700012   \n",
       "85302       116.900002        229.250000             0.00      253.100006   \n",
       "34555        26.675001        871.049988             0.00      267.000000   \n",
       "52768         0.000000       4377.674805             0.00      265.500000   \n",
       "85535         0.000000        635.650024             0.00      264.200012   \n",
       "93104         0.000000        575.575012             0.00      271.575012   \n",
       "86884       585.224976        973.050049             0.00      271.299988   \n",
       "60267         0.000000       2320.550049             0.00      268.575012   \n",
       "52670        66.000000        729.200012             0.00      269.825012   \n",
       "60512        32.200001       1104.550049             0.00      266.399994   \n",
       "34876         0.000000       1400.074951             0.00      261.200012   \n",
       "22523         3.100000       5525.875000             0.00      266.674988   \n",
       "34517         0.000000       1016.150024             0.00      267.399994   \n",
       "60258         0.000000        476.250000             0.00      272.049988   \n",
       "34890       107.500000       1265.224976             0.00      262.649994   \n",
       "52501        89.175003        580.325012             0.00      259.349976   \n",
       "34870         0.000000       1705.500000             0.00      262.000000   \n",
       "52484         0.000000        462.450012             0.00      259.075012   \n",
       "93296         0.000000        443.350006             0.00      273.274994   \n",
       "34447         0.000000       1026.450073             0.00      260.075012   \n",
       "52754         0.000000       5039.475098             0.00      266.500000   \n",
       "94244         0.000000        425.875000             0.00      272.799988   \n",
       "14807         0.000000         28.299999             0.00      256.924988   \n",
       "52310        16.625000        922.049988             0.00      264.049988   \n",
       "60265         0.000000       4980.899902             0.00      270.049988   \n",
       "14930         0.000000        498.974976             0.00      268.100006   \n",
       "14734         0.000000        463.700012             0.00      259.149994   \n",
       "35009       145.524994        503.524994             0.00      269.924988   \n",
       "34779         0.000000       1312.050049             0.00      261.174988   \n",
       "34982        23.724998        996.799988             0.00      268.500000   \n",
       "52729         0.000000       3295.000000             0.00      265.575012   \n",
       "85142         0.000000       2493.800049            -0.75      260.174988   \n",
       "5967         83.099998         95.125000             0.00      273.100006   \n",
       "35131       122.500000        921.625000             0.00      275.299988   \n",
       "85182        92.099998        477.900024             0.00      268.799988   \n",
       "34461         0.000000        832.349976             0.00      265.625000   \n",
       "85629         0.000000       2869.000000             0.00      264.575012   \n",
       "14755         0.000000       1150.750000             0.00      260.200012   \n",
       "52730         0.000000       2184.350098             0.00      265.750000   \n",
       "34664         0.000000        923.049988             0.00      261.200012   \n",
       "35162         0.000000        980.149963             0.00      276.000000   \n",
       "34989         3.100000       1008.250000             0.00      267.600006   \n",
       "35144         0.000000       1126.650024             0.00      273.399994   \n",
       "93412        28.000000       3732.350098             0.00      265.125000   \n",
       "34809         0.000000       1909.074951             0.00      264.274994   \n",
       "34607         0.000000        810.450012             0.00      260.100006   \n",
       "22502        17.075001        575.150024             0.00      272.424988   \n",
       "5979          0.000000        583.724976             0.00      276.024994   \n",
       "52719        17.600000       5110.649902             0.00      265.299988   \n",
       "52578         0.000000        552.250000             0.00      263.349976   \n",
       "52629         0.000000       1651.300049             0.00      256.274994   \n",
       "34693         0.000000       2086.750000             0.00      264.324982   \n",
       "35028         0.000000       1467.750000             0.00      270.150024   \n",
       "34731         0.000000       1778.550049             0.00      261.000000   \n",
       "34520         0.000000        734.625000             0.00      268.975006   \n",
       "35045         0.000000        679.599976            -1.00      270.200012   \n",
       "35041         0.000000        710.174988             0.00      271.649994   \n",
       "52406        26.350000       2154.649902             0.00      257.149994   \n",
       "76625         0.000000       1123.849976             0.00      271.924988   \n",
       "34888        98.599998       1152.699951             0.00      262.125000   \n",
       "34702         0.000000       2025.300049             0.00      263.200012   \n",
       "34699        41.825001       2129.850098             0.00      263.500000   \n",
       "76599         0.000000       1312.474976            -1.00      272.225006   \n",
       "76644         0.000000       1786.175049             0.00      272.149994   \n",
       "14823       104.725006        913.549988             0.00      260.299988   \n",
       "34743        37.750000       1437.900024             0.00      262.950012   \n",
       "93120         0.000000       6335.850098            -1.00      266.100006   \n",
       "34710         0.000000       2202.949951             0.00      262.450012   \n",
       "52581         0.000000        341.750000             0.00      265.049988   \n",
       "85468       144.550003         32.650002             0.00      250.100006   \n",
       "34750         0.000000        973.650024             0.00      263.424988   \n",
       "34496         0.000000       1120.550049             0.00      269.024994   \n",
       "85656         0.000000       1640.025024             0.00      268.875000   \n",
       "85122         0.000000        724.275024             0.00      266.349976   \n",
       "93201         0.000000        383.149994             0.00      270.674988   \n",
       "22518         0.000000       4985.900391             0.00      270.149994   \n",
       "22768         0.000000        493.250000             0.00      264.549988   \n",
       "14529         0.000000       4900.399902             0.00      264.750000   \n",
       "60557         0.000000        734.900024             0.00      266.149994   \n",
       "34549         0.000000       1216.349976             0.00      267.575012   \n",
       "22809         0.000000        701.549988             0.00      265.950012   \n",
       "76633         0.000000       1853.349976             0.00      270.600006   \n",
       "34917         1.150000       1118.074951             0.00      263.600006   \n",
       "93333         0.000000        308.600006             0.00      265.875000   \n",
       "85323        65.849998         55.799999             0.00      251.250000   \n",
       "52452       116.199997        240.925003             0.00      255.875000   \n",
       "93096         0.000000        304.600006             0.00      271.725006   \n",
       "52584         0.000000        233.725006             0.00      265.625000   \n",
       "34530        48.775002       1909.500000             0.00      269.450012   \n",
       "35096         0.000000       1647.175049             0.00      269.250000   \n",
       "52410         0.000000        423.200012             0.00      255.600006   \n",
       "85476         0.000000       2630.274902            -0.25      253.649994   \n",
       "22740        23.100000       2125.449951             0.00      270.100006   \n",
       "93130         0.000000       3859.125000            -1.00      261.750000   \n",
       "93460        30.974998      10420.299805             0.00      265.000000   \n",
       "85995       242.049988        641.099976             0.00      271.100006   \n",
       "93628        45.099998        430.274994             0.00      272.575012   \n",
       "22516         0.000000       1140.275024             0.00      271.549988   \n",
       "52678         0.000000        495.149994             0.00      268.450012   \n",
       "52463         0.000000         56.900002             0.00      254.725006   \n",
       "75019         0.000000        833.349976             0.00      276.650024   \n",
       "14671         0.000000        148.199997             0.00      254.949997   \n",
       "5969          1.925000        110.375000             0.00      273.674988   \n",
       "\n",
       "       ...  wind_speed_u_10m:ms  wind_speed_v_10m:ms  wind_speed_w_1000hPa:ms  \\\n",
       "93098  ...                1.400                1.975                      0.0   \n",
       "93170  ...                0.975                0.800                      0.0   \n",
       "34577  ...               -0.950                0.550                      0.0   \n",
       "34646  ...               -0.400                0.750                      0.0   \n",
       "85456  ...               -0.350                1.525                      0.0   \n",
       "34697  ...               -4.800                2.550                      0.0   \n",
       "85287  ...               -2.525                0.550                      0.0   \n",
       "52667  ...                6.975                2.000                      0.0   \n",
       "42111  ...                4.125               -1.450                      0.0   \n",
       "85409  ...                0.025                1.400                      0.0   \n",
       "85318  ...               -0.150                1.100                      0.0   \n",
       "35018  ...               -2.625                0.525                      0.0   \n",
       "34442  ...                0.500                2.250                      0.0   \n",
       "35097  ...                3.100                2.300                      0.0   \n",
       "52746  ...               -4.725                1.675                      0.0   \n",
       "52401  ...               -0.625                0.725                      0.0   \n",
       "85484  ...                1.250                3.425                      0.0   \n",
       "85427  ...                1.550                3.650                      0.0   \n",
       "52477  ...               -0.350                0.900                      0.0   \n",
       "52758  ...               -3.550                2.525                      0.0   \n",
       "93466  ...               -1.600                3.200                      0.0   \n",
       "85413  ...                0.100                1.300                      0.0   \n",
       "34812  ...               -1.750                1.300                      0.0   \n",
       "52617  ...               -0.225                1.000                      0.0   \n",
       "35160  ...                8.200                0.450                      0.0   \n",
       "22513  ...                2.450                2.125                      0.0   \n",
       "85350  ...                0.100                0.725                      0.0   \n",
       "14764  ...               -0.750                0.875                      0.0   \n",
       "35157  ...                9.825                0.725                      0.0   \n",
       "14586  ...                2.550                2.400                      0.0   \n",
       "85415  ...                0.000                1.300                      0.0   \n",
       "14668  ...               -1.825                0.500                      0.0   \n",
       "77799  ...                3.950               -1.100                      0.0   \n",
       "14787  ...                0.300                1.625                      0.0   \n",
       "75010  ...                4.600                1.275                      0.0   \n",
       "52475  ...               -0.100                1.075                      0.0   \n",
       "35129  ...                9.125               -0.475                      0.0   \n",
       "93090  ...                2.125               -0.450                      0.0   \n",
       "52628  ...                1.075                2.450                      0.0   \n",
       "93260  ...               -0.500                2.950                      0.0   \n",
       "85365  ...               -0.175                0.900                      0.0   \n",
       "85254  ...               -0.275                0.950                      0.0   \n",
       "85998  ...                3.150                2.350                      0.0   \n",
       "93129  ...               -0.425                1.800                      0.0   \n",
       "35064  ...                3.250                0.325                      0.0   \n",
       "85569  ...               -0.100                1.700                      0.0   \n",
       "85459  ...                0.025                1.400                      0.0   \n",
       "22712  ...               -2.175                0.650                      0.0   \n",
       "93496  ...                0.250                5.650                      0.0   \n",
       "14662  ...               -1.500                0.750                      0.0   \n",
       "74951  ...                4.700                3.100                      0.0   \n",
       "34839  ...               -3.400                0.375                      0.0   \n",
       "85369  ...                0.000                0.900                      0.0   \n",
       "34627  ...               -1.300                0.350                      0.0   \n",
       "14765  ...               -0.625                0.900                      0.0   \n",
       "34940  ...                0.250                1.200                      0.0   \n",
       "60500  ...                2.400               -1.250                      0.0   \n",
       "75011  ...                4.550                1.175                      0.0   \n",
       "14577  ...                3.375                1.425                      0.0   \n",
       "14869  ...               -0.150                0.950                      0.0   \n",
       "35095  ...                4.625                0.850                      0.0   \n",
       "34823  ...               -2.900                2.675                      0.0   \n",
       "34593  ...               -1.675                0.400                      0.0   \n",
       "93271  ...               -1.125                2.650                      0.0   \n",
       "14798  ...               -0.025                0.325                      0.0   \n",
       "52317  ...                1.000                3.400                      0.0   \n",
       "52577  ...                2.000                3.650                      0.0   \n",
       "85172  ...                1.775                2.975                      0.0   \n",
       "85432  ...               -0.125                1.000                      0.0   \n",
       "14693  ...               -2.850                0.950                      0.0   \n",
       "85348  ...                0.100                0.875                      0.0   \n",
       "34902  ...               -0.950                0.275                      0.0   \n",
       "94243  ...                3.900                1.700                      0.0   \n",
       "35011  ...                0.800                1.275                      0.0   \n",
       "85516  ...                4.875                2.600                      0.0   \n",
       "22738  ...                2.800               -0.400                      0.0   \n",
       "52485  ...               -0.200                0.925                      0.0   \n",
       "34659  ...                0.175                1.575                      0.0   \n",
       "85515  ...                4.750                2.900                      0.0   \n",
       "76605  ...               -0.650                1.600                      0.0   \n",
       "34976  ...                1.800                3.050                      0.0   \n",
       "42118  ...                4.500                1.650                      0.0   \n",
       "85477  ...                0.700                2.375                      0.0   \n",
       "52666  ...                6.300                2.525                      0.0   \n",
       "52707  ...               -3.100                0.700                      0.0   \n",
       "93199  ...                0.625                2.525                      0.0   \n",
       "93169  ...                0.700                0.825                      0.0   \n",
       "60268  ...                0.600                1.975                      0.0   \n",
       "85098  ...                1.125                3.050                      0.0   \n",
       "43720  ...               -1.800               -0.600                      0.0   \n",
       "14774  ...                0.225                0.550                      0.0   \n",
       "52426  ...               -2.900                0.375                      0.0   \n",
       "34971  ...               -0.200                1.025                      0.0   \n",
       "93134  ...               -0.675                2.200                      0.0   \n",
       "76617  ...               -0.175                4.200                      0.0   \n",
       "14924  ...                4.900                2.325                      0.0   \n",
       "77805  ...                4.550                0.500                      0.0   \n",
       "85992  ...                3.100                1.350                      0.0   \n",
       "85302  ...                0.200                1.000                      0.0   \n",
       "34555  ...                0.950                2.200                      0.0   \n",
       "52768  ...               -2.200                3.900                      0.0   \n",
       "85535  ...                1.250                2.800                      0.0   \n",
       "93104  ...                2.200                2.600                      0.0   \n",
       "86884  ...                0.550                0.575                      0.0   \n",
       "60267  ...                0.500                2.375                      0.0   \n",
       "52670  ...                6.300                1.500                      0.0   \n",
       "60512  ...                1.500                2.375                      0.0   \n",
       "34876  ...               -2.725                0.600                      0.0   \n",
       "22523  ...               -0.150                1.275                      0.0   \n",
       "34517  ...                1.850                3.375                      0.0   \n",
       "60258  ...                2.900                2.200                      0.0   \n",
       "34890  ...               -1.725               -0.725                      0.0   \n",
       "52501  ...               -0.500                0.675                      0.0   \n",
       "34870  ...               -3.575                2.650                      0.0   \n",
       "52484  ...               -0.025                1.150                      0.0   \n",
       "93296  ...                2.775                0.950                      0.0   \n",
       "34447  ...                0.100                1.650                      0.0   \n",
       "52754  ...               -3.650                1.600                      0.0   \n",
       "94244  ...                3.200                1.700                      0.0   \n",
       "14807  ...                0.100                1.700                      0.0   \n",
       "52310  ...               -0.600                1.250                      0.0   \n",
       "60265  ...                0.300                2.400                      0.0   \n",
       "14930  ...                3.650                2.500                      0.0   \n",
       "14734  ...               -0.025                1.150                      0.0   \n",
       "35009  ...                0.625                1.425                      0.0   \n",
       "34779  ...               -2.125                0.575                      0.0   \n",
       "34982  ...                0.425                2.475                      0.0   \n",
       "52729  ...               -0.725                1.225                      0.0   \n",
       "85142  ...               -0.050                2.650                      0.0   \n",
       "5967   ...               -1.800               -0.600                      0.0   \n",
       "35131  ...                8.450               -0.275                      0.0   \n",
       "85182  ...                1.200                2.150                      0.0   \n",
       "34461  ...               -2.700               -0.100                      0.0   \n",
       "85629  ...               -0.500                2.600                      0.0   \n",
       "14755  ...               -0.175                0.900                      0.0   \n",
       "52730  ...               -1.000                0.800                      0.0   \n",
       "34664  ...                0.000                1.675                      0.0   \n",
       "35162  ...                6.650                1.100                      0.0   \n",
       "34989  ...               -1.600                0.550                      0.0   \n",
       "35144  ...                0.200                1.975                      0.0   \n",
       "93412  ...               -0.850                1.550                      0.0   \n",
       "34809  ...               -1.650                1.400                      0.0   \n",
       "34607  ...               -1.800                0.975                      0.0   \n",
       "22502  ...                2.900                2.500                      0.0   \n",
       "5979   ...                1.550                2.700                      0.0   \n",
       "52719  ...               -0.800                1.400                      0.0   \n",
       "52578  ...                1.900                3.175                      0.0   \n",
       "52629  ...                1.200                2.525                      0.0   \n",
       "34693  ...               -4.900                2.475                      0.0   \n",
       "35028  ...               -2.775                0.125                      0.0   \n",
       "34731  ...               -1.825                3.850                      0.0   \n",
       "34520  ...                1.950                3.925                      0.0   \n",
       "35045  ...               -0.050                0.750                      0.0   \n",
       "35041  ...               -1.650               -0.050                      0.0   \n",
       "52406  ...               -1.175                0.800                      0.0   \n",
       "76625  ...               -1.025                1.325                      0.0   \n",
       "34888  ...               -2.000                0.250                      0.0   \n",
       "34702  ...               -4.300                2.700                      0.0   \n",
       "34699  ...               -4.525                2.350                      0.0   \n",
       "76599  ...               -0.625                1.425                      0.0   \n",
       "76644  ...               -1.750                6.125                      0.0   \n",
       "14823  ...                1.025                1.325                      0.0   \n",
       "34743  ...               -0.650                3.350                      0.0   \n",
       "93120  ...                0.200                1.950                      0.0   \n",
       "34710  ...               -4.325                2.675                      0.0   \n",
       "52581  ...               -0.950                0.950                      0.0   \n",
       "85468  ...                0.100                0.900                      0.0   \n",
       "34750  ...               -0.375                1.875                      0.0   \n",
       "34496  ...                4.450                0.725                      0.0   \n",
       "85656  ...               -0.850                3.700                      0.0   \n",
       "85122  ...                1.200                2.950                      0.0   \n",
       "93201  ...                0.750                2.175                      0.0   \n",
       "22518  ...                0.300                2.400                      0.0   \n",
       "22768  ...                0.800                2.500                      0.0   \n",
       "14529  ...               -0.125                2.700                      0.0   \n",
       "60557  ...               -1.375                0.950                      0.0   \n",
       "34549  ...                1.750                1.400                      0.0   \n",
       "22809  ...               -0.900                1.325                      0.0   \n",
       "76633  ...               -1.700                6.375                      0.0   \n",
       "34917  ...               -2.775                0.000                      0.0   \n",
       "93333  ...                1.725                1.100                      0.0   \n",
       "85323  ...               -0.050                0.700                      0.0   \n",
       "52452  ...               -0.250                1.000                      0.0   \n",
       "93096  ...                0.425                1.750                      0.0   \n",
       "52584  ...               -1.800                0.025                      0.0   \n",
       "34530  ...                4.225               -1.975                      0.0   \n",
       "35096  ...                3.725                1.650                      0.0   \n",
       "52410  ...               -1.350                0.600                      0.0   \n",
       "85476  ...                0.475                2.300                      0.0   \n",
       "22740  ...                3.450               -2.225                      0.0   \n",
       "93130  ...               -0.200                1.900                      0.0   \n",
       "93460  ...               -0.675                2.375                      0.0   \n",
       "85995  ...                2.325                1.725                      0.0   \n",
       "93628  ...                7.275               -2.325                      0.0   \n",
       "22516  ...                1.125                2.700                      0.0   \n",
       "52678  ...                3.575                2.750                      0.0   \n",
       "52463  ...               -0.300                1.100                      0.0   \n",
       "75019  ...                2.950                1.200                      0.0   \n",
       "14671  ...               -2.100                0.900                      0.0   \n",
       "5969   ...               -0.825                0.250                      0.0   \n",
       "\n",
       "       location_a  location_b  location_c  sin_day_of_year  cos_day_of_year  \\\n",
       "93098           0           0           1        -0.107308         0.994226   \n",
       "93170           0           0           1        -0.055879         0.998438   \n",
       "34577           0           1           0         0.337301         0.941397   \n",
       "34646           0           1           0         0.385413         0.922744   \n",
       "85456           0           0           1         0.635068         0.772456   \n",
       "34697           0           1           0         0.416926         0.908940   \n",
       "85287           0           0           1         0.537677         0.843151   \n",
       "52667           0           1           0         0.674069         0.738668   \n",
       "42111           0           1           0        -0.512055         0.858953   \n",
       "85409           0           0           1         0.608121         0.793844   \n",
       "85318           0           0           1         0.566362         0.824157   \n",
       "35018           0           1           0         0.608121         0.793844   \n",
       "34442           0           1           0         0.238513         0.971139   \n",
       "35097           0           1           0         0.661263         0.750154   \n",
       "52746           0           1           0         0.711276         0.702913   \n",
       "52401           0           1           0         0.523094         0.852275   \n",
       "85484           0           0           1         0.661263         0.750154   \n",
       "85427           0           0           1         0.621687         0.783266   \n",
       "52477           0           1           0         0.566362         0.824157   \n",
       "52758           0           1           0         0.723262         0.690574   \n",
       "93466           0           0           1         0.154204         0.988039   \n",
       "85413           0           0           1         0.621687         0.783266   \n",
       "34812           0           1           0         0.493468         0.869764   \n",
       "52617           0           1           0         0.648262         0.761418   \n",
       "35160           0           1           0         0.686676         0.726964   \n",
       "22513           1           0           0        -0.107308         0.994226   \n",
       "85350           0           0           1         0.580455         0.814292   \n",
       "14764           1           0           0         0.594376         0.804187   \n",
       "35157           0           1           0         0.686676         0.726964   \n",
       "14586           1           0           0         0.478434         0.878124   \n",
       "85415           0           0           1         0.621687         0.783266   \n",
       "14668           1           0           0         0.537677         0.843151   \n",
       "77799           0           0           1         0.997250         0.074117   \n",
       "14787           1           0           0         0.608121         0.793844   \n",
       "75010           0           0           1        -0.482206         0.876058   \n",
       "52475           0           1           0         0.566362         0.824157   \n",
       "35129           0           1           0         0.674069         0.738668   \n",
       "93090           0           0           1        -0.107308         0.994226   \n",
       "52628           0           1           0         0.648262         0.761418   \n",
       "93260           0           0           1         0.017202         0.999852   \n",
       "85365           0           0           1         0.594376         0.804187   \n",
       "85254           0           0           1         0.523094         0.852275   \n",
       "85998           0           0           1         0.883720         0.468015   \n",
       "93129           0           0           1        -0.090190         0.995925   \n",
       "35064           0           1           0         0.635068         0.772456   \n",
       "85569           0           0           1         0.699079         0.715044   \n",
       "85459           0           0           1         0.648262         0.761418   \n",
       "22712           1           0           0         0.051584         0.998669   \n",
       "93496           0           0           1         0.188099         0.982150   \n",
       "14662           1           0           0         0.523094         0.852275   \n",
       "74951           0           0           1        -0.512055         0.858953   \n",
       "34839           0           1           0         0.508356         0.861147   \n",
       "85369           0           0           1         0.594376         0.804187   \n",
       "34627           0           1           0         0.369484         0.929237   \n",
       "14765           1           0           0         0.594376         0.804187   \n",
       "34940           0           1           0         0.566362         0.824157   \n",
       "60500           0           1           0         0.068755         0.997634   \n",
       "75011           0           0           1        -0.482206         0.876058   \n",
       "14577           1           0           0         0.478434         0.878124   \n",
       "14869           1           0           0         0.648262         0.761418   \n",
       "35095           0           1           0         0.661263         0.750154   \n",
       "34823           0           1           0         0.493468         0.869764   \n",
       "34593           0           1           0         0.353445         0.935455   \n",
       "93271           0           0           1         0.017202         0.999852   \n",
       "14798           1           0           0         0.608121         0.793844   \n",
       "52317           0           1           0         0.463258         0.886224   \n",
       "52577           0           1           0         0.621687         0.783266   \n",
       "85172           0           0           1         0.478434         0.878124   \n",
       "85432           0           0           1         0.621687         0.783266   \n",
       "14693           1           0           0         0.552101         0.833777   \n",
       "85348           0           0           1         0.580455         0.814292   \n",
       "34902           0           1           0         0.552101         0.833777   \n",
       "94243           0           0           1         0.661263         0.750154   \n",
       "35011           0           1           0         0.608121         0.793844   \n",
       "85516           0           0           1         0.674069         0.738668   \n",
       "22738           1           0           0         0.068755         0.997634   \n",
       "52485           0           1           0         0.566362         0.824157   \n",
       "34659           0           1           0         0.385413         0.922744   \n",
       "85515           0           0           1         0.674069         0.738668   \n",
       "76605           0           0           1         0.608121         0.793844   \n",
       "34976           0           1           0         0.594376         0.804187   \n",
       "42118           0           1           0        -0.512055         0.858953   \n",
       "85477           0           0           1         0.648262         0.761418   \n",
       "52666           0           1           0         0.674069         0.738668   \n",
       "52707           0           1           0         0.699079         0.715044   \n",
       "93199           0           0           1        -0.038696         0.999251   \n",
       "93169           0           0           1        -0.055879         0.998438   \n",
       "60268           0           1           0        -0.090190         0.995925   \n",
       "85098           0           0           1         0.432499         0.901634   \n",
       "43720           0           1           0         0.580455         0.814292   \n",
       "14774           1           0           0         0.594376         0.804187   \n",
       "52426           0           1           0         0.537677         0.843151   \n",
       "34971           0           1           0         0.580455         0.814292   \n",
       "93134           0           0           1        -0.090190         0.995925   \n",
       "76617           0           0           1         0.608121         0.793844   \n",
       "14924           1           0           0         0.674069         0.738668   \n",
       "77805           0           0           1         0.998377         0.056952   \n",
       "85992           0           0           1         0.883720         0.468015   \n",
       "85302           0           0           1         0.552101         0.833777   \n",
       "34555           0           1           0         0.321058         0.947060   \n",
       "52768           0           1           0         0.723262         0.690574   \n",
       "85535           0           0           1         0.686676         0.726964   \n",
       "93104           0           0           1        -0.107308         0.994226   \n",
       "86884           0           0           1         0.988854        -0.148890   \n",
       "60267           0           1           0        -0.090190         0.995925   \n",
       "52670           0           1           0         0.674069         0.738668   \n",
       "60512           0           1           0         0.085906         0.996303   \n",
       "34876           0           1           0         0.523094         0.852275   \n",
       "22523           1           0           0        -0.090190         0.995925   \n",
       "34517           0           1           0         0.288291         0.957543   \n",
       "60258           0           1           0        -0.107308         0.994226   \n",
       "34890           0           1           0         0.537677         0.843151   \n",
       "52501           0           1           0         0.580455         0.814292   \n",
       "34870           0           1           0         0.523094         0.852275   \n",
       "52484           0           1           0         0.566362         0.824157   \n",
       "93296           0           0           1         0.034398         0.999408   \n",
       "34447           0           1           0         0.255182         0.966893   \n",
       "52754           0           1           0         0.723262         0.690574   \n",
       "94244           0           0           1         0.661263         0.750154   \n",
       "14807           1           0           0         0.608121         0.793844   \n",
       "52310           0           1           0         0.463258         0.886224   \n",
       "60265           0           1           0        -0.090190         0.995925   \n",
       "14930           1           0           0         0.686676         0.726964   \n",
       "14734           1           0           0         0.566362         0.824157   \n",
       "35009           0           1           0         0.608121         0.793844   \n",
       "34779           0           1           0         0.463258         0.886224   \n",
       "34982           0           1           0         0.594376         0.804187   \n",
       "52729           0           1           0         0.711276         0.702913   \n",
       "85142           0           0           1         0.447945         0.894061   \n",
       "5967            1           0           0         0.580455         0.814292   \n",
       "35131           0           1           0         0.674069         0.738668   \n",
       "85182           0           0           1         0.478434         0.878124   \n",
       "34461           0           1           0         0.255182         0.966893   \n",
       "85629           0           0           1         0.735034         0.678031   \n",
       "14755           1           0           0         0.580455         0.814292   \n",
       "52730           0           1           0         0.711276         0.702913   \n",
       "34664           0           1           0         0.401229         0.915978   \n",
       "35162           0           1           0         0.686676         0.726964   \n",
       "34989           0           1           0         0.594376         0.804187   \n",
       "35144           0           1           0         0.686676         0.726964   \n",
       "93412           0           0           1         0.120126         0.992759   \n",
       "34809           0           1           0         0.493468         0.869764   \n",
       "34607           0           1           0         0.353445         0.935455   \n",
       "22502           1           0           0        -0.107308         0.994226   \n",
       "5979            1           0           0         0.594376         0.804187   \n",
       "52719           0           1           0         0.699079         0.715044   \n",
       "52578           0           1           0         0.621687         0.783266   \n",
       "52629           0           1           0         0.648262         0.761418   \n",
       "34693           0           1           0         0.416926         0.908940   \n",
       "35028           0           1           0         0.621687         0.783266   \n",
       "34731           0           1           0         0.432499         0.901634   \n",
       "34520           0           1           0         0.304719         0.952442   \n",
       "35045           0           1           0         0.621687         0.783266   \n",
       "35041           0           1           0         0.621687         0.783266   \n",
       "52406           0           1           0         0.523094         0.852275   \n",
       "76625           0           0           1         0.608121         0.793844   \n",
       "34888           0           1           0         0.537677         0.843151   \n",
       "34702           0           1           0         0.416926         0.908940   \n",
       "34699           0           1           0         0.416926         0.908940   \n",
       "76599           0           0           1         0.594376         0.804187   \n",
       "76644           0           0           1         0.621687         0.783266   \n",
       "14823           1           0           0         0.621687         0.783266   \n",
       "34743           0           1           0         0.447945         0.894061   \n",
       "93120           0           0           1        -0.090190         0.995925   \n",
       "34710           0           1           0         0.432499         0.901634   \n",
       "52581           0           1           0         0.621687         0.783266   \n",
       "85468           0           0           1         0.648262         0.761418   \n",
       "34750           0           1           0         0.447945         0.894061   \n",
       "34496           0           1           0         0.288291         0.957543   \n",
       "85656           0           0           1         0.746588         0.665287   \n",
       "85122           0           0           1         0.447945         0.894061   \n",
       "93201           0           0           1        -0.038696         0.999251   \n",
       "22518           1           0           0        -0.090190         0.995925   \n",
       "22768           1           0           0         0.085906         0.996303   \n",
       "14529           1           0           0         0.447945         0.894061   \n",
       "60557           0           1           0         0.120126         0.992759   \n",
       "34549           0           1           0         0.321058         0.947060   \n",
       "22809           1           0           0         0.120126         0.992759   \n",
       "76633           0           0           1         0.621687         0.783266   \n",
       "34917           0           1           0         0.552101         0.833777   \n",
       "93333           0           0           1         0.068755         0.997634   \n",
       "85323           0           0           1         0.566362         0.824157   \n",
       "52452           0           1           0         0.552101         0.833777   \n",
       "93096           0           0           1        -0.107308         0.994226   \n",
       "52584           0           1           0         0.635068         0.772456   \n",
       "34530           0           1           0         0.304719         0.952442   \n",
       "35096           0           1           0         0.661263         0.750154   \n",
       "52410           0           1           0         0.523094         0.852275   \n",
       "85476           0           0           1         0.648262         0.761418   \n",
       "22740           1           0           0         0.068755         0.997634   \n",
       "93130           0           0           1        -0.090190         0.995925   \n",
       "93460           0           0           1         0.154204         0.988039   \n",
       "85995           0           0           1         0.883720         0.468015   \n",
       "93628           0           0           1         0.271777         0.962360   \n",
       "22516           1           0           0        -0.090190         0.995925   \n",
       "52678           0           1           0         0.674069         0.738668   \n",
       "52463           0           1           0         0.552101         0.833777   \n",
       "75019           0           0           1        -0.482206         0.876058   \n",
       "14671           1           0           0         0.537677         0.843151   \n",
       "5969            1           0           0         0.580455         0.814292   \n",
       "\n",
       "           sin_hour      cos_hour  \n",
       "93098  5.000000e-01 -8.660254e-01  \n",
       "93170  5.000000e-01 -8.660254e-01  \n",
       "34577  2.588190e-01 -9.659258e-01  \n",
       "34646  8.660254e-01 -5.000000e-01  \n",
       "85456 -5.000000e-01  8.660254e-01  \n",
       "34697  2.588190e-01 -9.659258e-01  \n",
       "85287 -7.071068e-01  7.071068e-01  \n",
       "52667  2.588190e-01 -9.659258e-01  \n",
       "42111  1.224647e-16 -1.000000e+00  \n",
       "85409 -2.588190e-01  9.659258e-01  \n",
       "85318  8.660254e-01  5.000000e-01  \n",
       "35018 -8.660254e-01  5.000000e-01  \n",
       "34442 -8.660254e-01  5.000000e-01  \n",
       "35097  7.071068e-01  7.071068e-01  \n",
       "52746 -1.000000e+00 -1.836970e-16  \n",
       "52401  7.071068e-01 -7.071068e-01  \n",
       "85484  5.000000e-01  8.660254e-01  \n",
       "85427 -9.659258e-01 -2.588190e-01  \n",
       "52477 -2.588190e-01 -9.659258e-01  \n",
       "52758  1.000000e+00  6.123234e-17  \n",
       "93466 -1.000000e+00 -1.836970e-16  \n",
       "85413  7.071068e-01  7.071068e-01  \n",
       "34812  1.000000e+00  6.123234e-17  \n",
       "52617  7.071068e-01 -7.071068e-01  \n",
       "35160 -1.000000e+00 -1.836970e-16  \n",
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       "14671  9.659258e-01  2.588190e-01  \n",
       "5969  -7.071068e-01 -7.071068e-01  \n",
       "\n",
       "[200 rows x 54 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X_train_obs_combined.head(200)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
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       "      <td>743.900024</td>\n",
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      "text/plain": [
       "         y                  ds  absolute_humidity_2m:gm3  air_density_2m:kgm3  \\\n",
       "93098  0.0 2021-12-26 10:00:00                       4.4              1.27800   \n",
       "93170  0.0 2021-12-29 10:00:00                       2.5              1.29550   \n",
       "34577  0.0 2019-01-21 11:00:00                       1.8              1.32875   \n",
       "34646  0.0 2019-01-24 08:00:00                       1.9              1.32400   \n",
       "85456  0.0 2021-02-10 22:00:00                       0.9              1.40200   \n",
       "\n",
       "       ceiling_height_agl:m  clear_sky_energy_1h:J  clear_sky_rad:W  \\\n",
       "93098           1032.724976           38284.226562        18.150000   \n",
       "93170           1793.474976           40293.773438        18.950001   \n",
       "34577            743.900024          210171.046875        63.474998   \n",
       "34646            927.349976             904.349976         2.375000   \n",
       "85456             28.125000               0.000000         0.000000   \n",
       "\n",
       "       cloud_base_agl:m  dew_or_rime:idx  dew_point_2m:K  ...  \\\n",
       "93098        438.274994              0.0      271.849976  ...   \n",
       "93170       1274.599976             -0.5      264.750000  ...   \n",
       "34577        743.900024              0.0      260.750000  ...   \n",
       "34646        927.349976              0.0      261.700012  ...   \n",
       "85456         28.075001              0.0      253.500000  ...   \n",
       "\n",
       "       wind_speed_u_10m:ms  wind_speed_v_10m:ms  wind_speed_w_1000hPa:ms  \\\n",
       "93098                1.400                1.975                      0.0   \n",
       "93170                0.975                0.800                      0.0   \n",
       "34577               -0.950                0.550                      0.0   \n",
       "34646               -0.400                0.750                      0.0   \n",
       "85456               -0.350                1.525                      0.0   \n",
       "\n",
       "       location_a  location_b  location_c  sin_day_of_year  cos_day_of_year  \\\n",
       "93098           0           0           1        -0.107308         0.994226   \n",
       "93170           0           0           1        -0.055879         0.998438   \n",
       "34577           0           1           0         0.337301         0.941397   \n",
       "34646           0           1           0         0.385413         0.922744   \n",
       "85456           0           0           1         0.635068         0.772456   \n",
       "\n",
       "       sin_hour  cos_hour  \n",
       "93098  0.500000 -0.866025  \n",
       "93170  0.500000 -0.866025  \n",
       "34577  0.258819 -0.965926  \n",
       "34646  0.866025 -0.500000  \n",
       "85456 -0.500000  0.866025  \n",
       "\n",
       "[5 rows x 54 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train_a, train_b, train_c, X_train_estimated_a, X_train_estimated_b, X_train_estimated_c, X_train_observed_a, X_train_observed_b, X_train_observed_c, X_test_estimated_a, X_test_estimated_b, X_test_estimated_c = get_raw_data()\n",
    "\n",
    "\n",
    "X_train_obs_combined, X_val_obs_combined, y_train_obs_combined, y_val_obs_combined, X_train_est_combined, X_val_est_combined, y_train_est_combined, y_val_est_combined = fetch_prophet_preprocessed_data()\n",
    "\n",
    "\n",
    "X_test_estimated_a_processed, X_test_estimated_b_processed, X_test_estimated_c_processed = get_preprocessed_test_data()\n",
    "\n",
    "X_train_obs_combined.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Train the model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "model = Prophet()\n",
    "model.fit(X_train_obs_combined)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Make the predictions"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualize the results"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Save the model"
   ]
  }
 ],
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