loading_all_vector_results.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "load_all_channel_data.ipynb",
      "provenance": [],
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/CanopySimulations/canopy-python-examples/blob/master/loading_all_vector_results.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "NtIv7oIVvn5i"
      },
      "source": [
        "# Upgrade Runtime\n",
        "This cell ensures the runtime supports `asyncio` async/await, and is needed on Google Colab. If the runtime is upgraded, you will be prompted to restart it, which you should do before continuing execution."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "E-AnefvPvmtR"
      },
      "source": [
        "!pip install ipython ipykernel --upgrade"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "_61Bg2_KwIR2"
      },
      "source": [
        "# Set Up Environment"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "zX-xTWzWG1bt"
      },
      "source": [
        "### Import required libraries"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "gNnEvtkmwL0W"
      },
      "source": [
        "!pip install -q canopy"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "0bBsqDyhwN_8"
      },
      "source": [
        "import canopy\n",
        "import logging\n",
        "import nest_asyncio\n",
        "\n",
        "logging.basicConfig(level=logging.INFO)\n",
        "nest_asyncio.apply()"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "nH5-pXaZw5jg"
      },
      "source": [
        "### Authenticate"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "SAnwvDofwhw1"
      },
      "source": [
        "authentication_data = canopy.prompt_for_authentication()\n",
        "session = canopy.Session(authentication_data)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "VSDal4PawY8-"
      },
      "source": [
        "# Set Up Example"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "_lJVRgOzxVam"
      },
      "source": [
        "### Run a simulation using default configs"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "C2LA1UsdxX90",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 104
        },
        "outputId": "20745a13-dd5b-4bcf-cc2b-9ca9fc10de88"
      },
      "source": [
        "default_car_name = 'Canopy F1 Car 2019'\n",
        "default_weather_name = '25 deg, dry'\n",
        "   \n",
        "logging.info('Loading configs...')\n",
        "\n",
        "default_car = await canopy.load_default_config(session, 'car', default_car_name)\n",
        "default_weather = await canopy.load_default_config(session, 'weather', default_weather_name)\n",
        "\n",
        "logging.info('Creating study...')\n",
        "\n",
        "study_id = await canopy.create_study(\n",
        "    session,\n",
        "    'apexSim',\n",
        "    'Python API Test Study',\n",
        "    [\n",
        "        default_car,\n",
        "        default_weather,\n",
        "    ])\n",
        "\n",
        "logging.info('Waiting for study to complete...')\n",
        "\n",
        "wait_result = await canopy.wait_for_study(\n",
        "    session,\n",
        "    study_id,\n",
        "    timeout_seconds=60)\n",
        "\n",
        "logging.info('Sim Version: {}'.format(wait_result.document.sim_version))    \n",
        "logging.info('Succeded Simulations: {}/{}'.format(\n",
        "    wait_result.succeeded_simulation_count, \n",
        "    wait_result.simulation_count))"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "INFO:root:Loading configs...\n",
            "INFO:root:Creating study...\n",
            "INFO:root:Waiting for study to complete...\n",
            "INFO:root:Sim Version: 1.3371\n",
            "INFO:root:Succeded Simulations: 1/1\n"
          ],
          "name": "stderr"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "YGsGnzds0tUR"
      },
      "source": [
        "# Example: Load all channel data\n",
        "_Note:_ For performance reasons it is usually recommended to load only the channels you need. However loading all channels is possible by first fetching the channel list from the vector metadata."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "eW96jWF7xNNv",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 463
        },
        "outputId": "f77fd447-e789-4879-a921-563c7ee0c068"
      },
      "source": [
        "job_metadata = await canopy.load_study_job(\n",
        "    session,\n",
        "    study_id,\n",
        "    'ApexSim',\n",
        "    include_vector_metadata=True)\n",
        "\n",
        "job_metadata.vector_metadata"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "INFO:canopy.load_study_job:Loading job index 0\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>units</th>\n",
              "      <th>description</th>\n",
              "      <th>NPtsInChannel</th>\n",
              "      <th>xDomainName</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>name</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>xCar</th>\n",
              "      <td>m</td>\n",
              "      <td>x position of the car centre of gravity in the...</td>\n",
              "      <td>42</td>\n",
              "      <td>vCar</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>yCar</th>\n",
              "      <td>m</td>\n",
              "      <td>y position of the car centre of gravity in the...</td>\n",
              "      <td>42</td>\n",
              "      <td>vCar</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zCar</th>\n",
              "      <td>m</td>\n",
              "      <td>z position of the car centre of gravity in the...</td>\n",
              "      <td>42</td>\n",
              "      <td>vCar</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>aRoll</th>\n",
              "      <td>rad</td>\n",
              "      <td>Roll angle of the car in the world coordinate ...</td>\n",
              "      <td>42</td>\n",
              "      <td>vCar</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>aPitch</th>\n",
              "      <td>rad</td>\n",
              "      <td>Pitch angle of the car in the world coordinate...</td>\n",
              "      <td>42</td>\n",
              "      <td>vCar</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>aSlipTyreR</th>\n",
              "      <td>rad</td>\n",
              "      <td>Average slip angle of the rear tyres.</td>\n",
              "      <td>42</td>\n",
              "      <td>vCar</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zTrackFL</th>\n",
              "      <td>m</td>\n",
              "      <td>Track height at the front left contact patch.</td>\n",
              "      <td>42</td>\n",
              "      <td>vCar</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zTrackFR</th>\n",
              "      <td>m</td>\n",
              "      <td>Track height at the front right contact patch.</td>\n",
              "      <td>42</td>\n",
              "      <td>vCar</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zTrackRL</th>\n",
              "      <td>m</td>\n",
              "      <td>Track height at the rear left contact patch.</td>\n",
              "      <td>42</td>\n",
              "      <td>vCar</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zTrackRR</th>\n",
              "      <td>m</td>\n",
              "      <td>Track height at the rear right contact patch.</td>\n",
              "      <td>42</td>\n",
              "      <td>vCar</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>398 rows × 4 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "           units  ... xDomainName\n",
              "name              ...            \n",
              "xCar           m  ...        vCar\n",
              "yCar           m  ...        vCar\n",
              "zCar           m  ...        vCar\n",
              "aRoll        rad  ...        vCar\n",
              "aPitch       rad  ...        vCar\n",
              "...          ...  ...         ...\n",
              "aSlipTyreR   rad  ...        vCar\n",
              "zTrackFL       m  ...        vCar\n",
              "zTrackFR       m  ...        vCar\n",
              "zTrackRL       m  ...        vCar\n",
              "zTrackRR       m  ...        vCar\n",
              "\n",
              "[398 rows x 4 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 10
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "fmAJvNOXxuH1"
      },
      "source": [
        "The vector_metadata is a DataFrame indexed by the channel name, so we can extract the list of channels by asking for the index column.\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "COnqcDEw0Eh9",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 139
        },
        "outputId": "a29e8b46-6a82-4493-fa2e-7ea690b7ff3d"
      },
      "source": [
        "all_channels = job_metadata.vector_metadata.index\n",
        "all_channels"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Index(['xCar', 'yCar', 'zCar', 'aRoll', 'aPitch', 'aYaw', 'vCar', 'dxCar',\n",
              "       'dyCar', 'dzCar',\n",
              "       ...\n",
              "       'nWheelRR', 'dnWheelRR', 'aSteerKinematicRR', 'aSteerTotalRR',\n",
              "       'aSlipTyreF', 'aSlipTyreR', 'zTrackFL', 'zTrackFR', 'zTrackRL',\n",
              "       'zTrackRR'],\n",
              "      dtype='object', name='name', length=398)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 11
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "U1duOdd_x67b"
      },
      "source": [
        "We can now pass that list back into the `load_study_job` function to load all the channel data."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "0Hj_1-1V0PZH",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 52
        },
        "outputId": "43e251b4-ee0e-4689-f4ea-a0bacd69d49f"
      },
      "source": [
        "job_data = await canopy.load_study_job(\n",
        "    session,\n",
        "    study_id,\n",
        "    'ApexSim',\n",
        "    channel_names=all_channels)\n",
        "\n",
        "logging.info('Loaded {} channels'.format(len(job_data.vector_data.columns)))"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "INFO:canopy.load_study_job:Loading job index 0\n",
            "INFO:root:Loaded 398 channels\n"
          ],
          "name": "stderr"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "7lRoofwF1luk",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "772fb1d0-f9f2-4072-a43e-8f7c8fbf668d"
      },
      "source": [
        "job_data.vector_data"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
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              "\n",
              "    .dataframe tbody tr th {\n",
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              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
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              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>xCar</th>\n",
              "      <th>yCar</th>\n",
              "      <th>zCar</th>\n",
              "      <th>aRoll</th>\n",
              "      <th>aPitch</th>\n",
              "      <th>aYaw</th>\n",
              "      <th>vCar</th>\n",
              "      <th>dxCar</th>\n",
              "      <th>dyCar</th>\n",
              "      <th>dzCar</th>\n",
              "      <th>nRoll</th>\n",
              "      <th>nPitch</th>\n",
              "      <th>nYaw</th>\n",
              "      <th>gLong</th>\n",
              "      <th>gLat</th>\n",
              "      <th>gVert</th>\n",
              "      <th>dnRoll</th>\n",
              "      <th>dnPitch</th>\n",
              "      <th>dnYaw</th>\n",
              "      <th>aSlipCar</th>\n",
              "      <th>aSteerWheel</th>\n",
              "      <th>aSteerL</th>\n",
              "      <th>aSteerR</th>\n",
              "      <th>gLongAccelerometer</th>\n",
              "      <th>gLatAccelerometer</th>\n",
              "      <th>gVertAccelerometer</th>\n",
              "      <th>xRackL</th>\n",
              "      <th>xRackR</th>\n",
              "      <th>d2xRackL</th>\n",
              "      <th>d2xRackR</th>\n",
              "      <th>FRackL</th>\n",
              "      <th>FRackR</th>\n",
              "      <th>hRideF</th>\n",
              "      <th>hRideR</th>\n",
              "      <th>aInGGPlane</th>\n",
              "      <th>rLatBalF</th>\n",
              "      <th>cUnderOverSteer</th>\n",
              "      <th>PEnergyKinetic</th>\n",
              "      <th>hRollCentreF</th>\n",
              "      <th>hRollCentreR</th>\n",
              "      <th>...</th>\n",
              "      <th>MyRollingResistanceRL</th>\n",
              "      <th>nWheelRL</th>\n",
              "      <th>dnWheelRL</th>\n",
              "      <th>aSteerKinematicRL</th>\n",
              "      <th>aSteerTotalRL</th>\n",
              "      <th>aSlipTyreRR</th>\n",
              "      <th>rSlipTyreRR</th>\n",
              "      <th>aCamberTyreRR</th>\n",
              "      <th>rTyreLoadedRR</th>\n",
              "      <th>xTyreSquashRR</th>\n",
              "      <th>rTyreRollingRadiusRR</th>\n",
              "      <th>xBumpRR</th>\n",
              "      <th>kHeaveTyreRR</th>\n",
              "      <th>PTyreWearRR</th>\n",
              "      <th>PTyreWearLatRR</th>\n",
              "      <th>PTyreWearLongRR</th>\n",
              "      <th>rGripTyreWearRR</th>\n",
              "      <th>rGripTyreRR</th>\n",
              "      <th>rGripLongTyreRR</th>\n",
              "      <th>rGripTemperatureRR</th>\n",
              "      <th>FxTyreRR</th>\n",
              "      <th>FyTyreRR</th>\n",
              "      <th>FzTyreRR</th>\n",
              "      <th>MxTyreRR</th>\n",
              "      <th>MyTyreRR</th>\n",
              "      <th>MzTyreRR</th>\n",
              "      <th>FxyTyreRR</th>\n",
              "      <th>dFxTyre_drSlipRR</th>\n",
              "      <th>dFyTyre_daSlipRR</th>\n",
              "      <th>MyRollingResistanceRR</th>\n",
              "      <th>nWheelRR</th>\n",
              "      <th>dnWheelRR</th>\n",
              "      <th>aSteerKinematicRR</th>\n",
              "      <th>aSteerTotalRR</th>\n",
              "      <th>aSlipTyreF</th>\n",
              "      <th>aSlipTyreR</th>\n",
              "      <th>zTrackFL</th>\n",
              "      <th>zTrackFR</th>\n",
              "      <th>zTrackRL</th>\n",
              "      <th>zTrackRR</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.329205</td>\n",
              "      <td>-0.013379</td>\n",
              "      <td>-0.028217</td>\n",
              "      <td>0.0</td>\n",
              "      <td>9.894447</td>\n",
              "      <td>9.898388</td>\n",
              "      <td>1.421942</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.114998</td>\n",
              "      <td>-3.336731</td>\n",
              "      <td>10.781949</td>\n",
              "      <td>0.238442</td>\n",
              "      <td>0.016619</td>\n",
              "      <td>0.035064</td>\n",
              "      <td>4.213335e-08</td>\n",
              "      <td>0.143091</td>\n",
              "      <td>4.861622</td>\n",
              "      <td>0.419765</td>\n",
              "      <td>0.405655</td>\n",
              "      <td>-3.613499</td>\n",
              "      <td>10.913137</td>\n",
              "      <td>-9.566776</td>\n",
              "      <td>-0.038131</td>\n",
              "      <td>0.038536</td>\n",
              "      <td>1.776698e-09</td>\n",
              "      <td>4.046354e-10</td>\n",
              "      <td>-5560.691895</td>\n",
              "      <td>1518.888794</td>\n",
              "      <td>0.023581</td>\n",
              "      <td>0.125147</td>\n",
              "      <td>1.870922</td>\n",
              "      <td>0.331080</td>\n",
              "      <td>0.003166</td>\n",
              "      <td>-2.455135e+04</td>\n",
              "      <td>0.051559</td>\n",
              "      <td>0.031666</td>\n",
              "      <td>...</td>\n",
              "      <td>1.373228</td>\n",
              "      <td>31.928009</td>\n",
              "      <td>-5.854056</td>\n",
              "      <td>0.003029</td>\n",
              "      <td>0.003029</td>\n",
              "      <td>-0.039396</td>\n",
              "      <td>-0.003409</td>\n",
              "      <td>-0.023210</td>\n",
              "      <td>0.331405</td>\n",
              "      <td>0.003595</td>\n",
              "      <td>0.335022</td>\n",
              "      <td>0.053970</td>\n",
              "      <td>237013.187500</td>\n",
              "      <td>298.173035</td>\n",
              "      <td>295.878662</td>\n",
              "      <td>2.294368</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-74.663605</td>\n",
              "      <td>833.077454</td>\n",
              "      <td>-879.377502</td>\n",
              "      <td>-154.336761</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-43.457191</td>\n",
              "      <td>836.416565</td>\n",
              "      <td>23165.451172</td>\n",
              "      <td>17517.943359</td>\n",
              "      <td>0.324411</td>\n",
              "      <td>26.909277</td>\n",
              "      <td>-14.073802</td>\n",
              "      <td>-0.003287</td>\n",
              "      <td>-0.003287</td>\n",
              "      <td>-0.066421</td>\n",
              "      <td>-0.039138</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.328914</td>\n",
              "      <td>-0.014794</td>\n",
              "      <td>-0.028288</td>\n",
              "      <td>0.0</td>\n",
              "      <td>11.929655</td>\n",
              "      <td>11.934430</td>\n",
              "      <td>1.252748</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.170574</td>\n",
              "      <td>-3.914475</td>\n",
              "      <td>13.708759</td>\n",
              "      <td>0.313599</td>\n",
              "      <td>0.020255</td>\n",
              "      <td>0.038745</td>\n",
              "      <td>-6.789500e-09</td>\n",
              "      <td>0.105030</td>\n",
              "      <td>4.685647</td>\n",
              "      <td>0.401126</td>\n",
              "      <td>0.391320</td>\n",
              "      <td>-4.191942</td>\n",
              "      <td>13.853827</td>\n",
              "      <td>-9.491403</td>\n",
              "      <td>-0.036552</td>\n",
              "      <td>0.037092</td>\n",
              "      <td>-5.443151e-07</td>\n",
              "      <td>1.281378e-07</td>\n",
              "      <td>-7353.789551</td>\n",
              "      <td>1946.950317</td>\n",
              "      <td>0.023155</td>\n",
              "      <td>0.124977</td>\n",
              "      <td>1.848940</td>\n",
              "      <td>0.408461</td>\n",
              "      <td>0.012537</td>\n",
              "      <td>-3.473087e+04</td>\n",
              "      <td>0.053728</td>\n",
              "      <td>0.032957</td>\n",
              "      <td>...</td>\n",
              "      <td>1.718715</td>\n",
              "      <td>38.090595</td>\n",
              "      <td>-6.580324</td>\n",
              "      <td>0.003018</td>\n",
              "      <td>0.003018</td>\n",
              "      <td>-0.055027</td>\n",
              "      <td>-0.003862</td>\n",
              "      <td>-0.024572</td>\n",
              "      <td>0.331819</td>\n",
              "      <td>0.003181</td>\n",
              "      <td>0.335032</td>\n",
              "      <td>0.054476</td>\n",
              "      <td>236266.328125</td>\n",
              "      <td>582.237671</td>\n",
              "      <td>579.205627</td>\n",
              "      <td>3.032036</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-71.380508</td>\n",
              "      <td>957.091187</td>\n",
              "      <td>-784.023254</td>\n",
              "      <td>-145.515793</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-45.217838</td>\n",
              "      <td>959.749329</td>\n",
              "      <td>20589.001953</td>\n",
              "      <td>12053.225586</td>\n",
              "      <td>0.351637</td>\n",
              "      <td>32.825977</td>\n",
              "      <td>-16.797375</td>\n",
              "      <td>-0.003302</td>\n",
              "      <td>-0.003302</td>\n",
              "      <td>-0.111041</td>\n",
              "      <td>-0.054091</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.328387</td>\n",
              "      <td>-0.013980</td>\n",
              "      <td>-0.028380</td>\n",
              "      <td>0.0</td>\n",
              "      <td>13.964085</td>\n",
              "      <td>13.969710</td>\n",
              "      <td>0.920436</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.074178</td>\n",
              "      <td>-3.809408</td>\n",
              "      <td>14.815870</td>\n",
              "      <td>0.315293</td>\n",
              "      <td>0.016118</td>\n",
              "      <td>0.032732</td>\n",
              "      <td>1.547541e-08</td>\n",
              "      <td>0.066208</td>\n",
              "      <td>3.787333</td>\n",
              "      <td>0.317786</td>\n",
              "      <td>0.320081</td>\n",
              "      <td>-4.087776</td>\n",
              "      <td>14.952957</td>\n",
              "      <td>-9.489799</td>\n",
              "      <td>-0.029318</td>\n",
              "      <td>0.029986</td>\n",
              "      <td>-2.760214e-07</td>\n",
              "      <td>3.060544e-08</td>\n",
              "      <td>-8209.657227</td>\n",
              "      <td>1528.912231</td>\n",
              "      <td>0.022443</td>\n",
              "      <td>0.124597</td>\n",
              "      <td>1.822462</td>\n",
              "      <td>0.474335</td>\n",
              "      <td>0.011882</td>\n",
              "      <td>-3.956514e+04</td>\n",
              "      <td>0.054762</td>\n",
              "      <td>0.032078</td>\n",
              "      <td>...</td>\n",
              "      <td>1.970794</td>\n",
              "      <td>43.853542</td>\n",
              "      <td>-6.769568</td>\n",
              "      <td>0.003023</td>\n",
              "      <td>0.003023</td>\n",
              "      <td>-0.058975</td>\n",
              "      <td>-0.008937</td>\n",
              "      <td>-0.023813</td>\n",
              "      <td>0.331352</td>\n",
              "      <td>0.003648</td>\n",
              "      <td>0.335045</td>\n",
              "      <td>0.053935</td>\n",
              "      <td>237130.140625</td>\n",
              "      <td>903.479553</td>\n",
              "      <td>881.823181</td>\n",
              "      <td>21.656395</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-185.932983</td>\n",
              "      <td>1147.309814</td>\n",
              "      <td>-897.596191</td>\n",
              "      <td>-157.842285</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-76.905151</td>\n",
              "      <td>1162.278320</td>\n",
              "      <td>23359.474609</td>\n",
              "      <td>12744.864258</td>\n",
              "      <td>0.478913</td>\n",
              "      <td>38.898113</td>\n",
              "      <td>-15.979709</td>\n",
              "      <td>-0.003288</td>\n",
              "      <td>-0.003288</td>\n",
              "      <td>-0.108902</td>\n",
              "      <td>-0.058655</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.327890</td>\n",
              "      <td>-0.013506</td>\n",
              "      <td>-0.028425</td>\n",
              "      <td>0.0</td>\n",
              "      <td>15.981847</td>\n",
              "      <td>15.988306</td>\n",
              "      <td>0.611621</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.984534</td>\n",
              "      <td>-3.803377</td>\n",
              "      <td>15.614357</td>\n",
              "      <td>0.319046</td>\n",
              "      <td>0.013080</td>\n",
              "      <td>0.027540</td>\n",
              "      <td>3.397721e-08</td>\n",
              "      <td>0.038631</td>\n",
              "      <td>3.178540</td>\n",
              "      <td>0.261697</td>\n",
              "      <td>0.271098</td>\n",
              "      <td>-4.082190</td>\n",
              "      <td>15.746790</td>\n",
              "      <td>-9.486097</td>\n",
              "      <td>-0.024393</td>\n",
              "      <td>0.025163</td>\n",
              "      <td>5.861522e-10</td>\n",
              "      <td>-7.067770e-12</td>\n",
              "      <td>-9008.933594</td>\n",
              "      <td>1309.382690</td>\n",
              "      <td>0.021856</td>\n",
              "      <td>0.124173</td>\n",
              "      <td>1.809726</td>\n",
              "      <td>0.513576</td>\n",
              "      <td>0.012478</td>\n",
              "      <td>-4.521255e+04</td>\n",
              "      <td>0.055278</td>\n",
              "      <td>0.031509</td>\n",
              "      <td>...</td>\n",
              "      <td>2.240149</td>\n",
              "      <td>49.577099</td>\n",
              "      <td>-7.116436</td>\n",
              "      <td>0.003023</td>\n",
              "      <td>0.003023</td>\n",
              "      <td>-0.061103</td>\n",
              "      <td>-0.012609</td>\n",
              "      <td>-0.023383</td>\n",
              "      <td>0.330980</td>\n",
              "      <td>0.004020</td>\n",
              "      <td>0.335061</td>\n",
              "      <td>0.053516</td>\n",
              "      <td>237626.703125</td>\n",
              "      <td>1241.639282</td>\n",
              "      <td>1187.419312</td>\n",
              "      <td>54.219978</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-285.801483</td>\n",
              "      <td>1291.582764</td>\n",
              "      <td>-989.306335</td>\n",
              "      <td>-165.878540</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-103.000931</td>\n",
              "      <td>1322.825928</td>\n",
              "      <td>25427.931641</td>\n",
              "      <td>13415.337891</td>\n",
              "      <td>0.610711</td>\n",
              "      <td>44.904881</td>\n",
              "      <td>-15.595737</td>\n",
              "      <td>-0.003277</td>\n",
              "      <td>-0.003277</td>\n",
              "      <td>-0.111657</td>\n",
              "      <td>-0.061345</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.327377</td>\n",
              "      <td>-0.013286</td>\n",
              "      <td>-0.028450</td>\n",
              "      <td>0.0</td>\n",
              "      <td>17.989611</td>\n",
              "      <td>17.996895</td>\n",
              "      <td>0.334363</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.910572</td>\n",
              "      <td>-3.881589</td>\n",
              "      <td>16.316700</td>\n",
              "      <td>0.327272</td>\n",
              "      <td>0.011007</td>\n",
              "      <td>0.023579</td>\n",
              "      <td>-3.773585e-09</td>\n",
              "      <td>0.018961</td>\n",
              "      <td>2.748400</td>\n",
              "      <td>0.222126</td>\n",
              "      <td>0.236159</td>\n",
              "      <td>-4.160650</td>\n",
              "      <td>16.446980</td>\n",
              "      <td>-9.477893</td>\n",
              "      <td>-0.020894</td>\n",
              "      <td>0.021753</td>\n",
              "      <td>-3.559243e-07</td>\n",
              "      <td>1.371546e-08</td>\n",
              "      <td>-9773.111328</td>\n",
              "      <td>1182.025391</td>\n",
              "      <td>0.021293</td>\n",
              "      <td>0.123700</td>\n",
              "      <td>1.804346</td>\n",
              "      <td>0.539828</td>\n",
              "      <td>0.013073</td>\n",
              "      <td>-5.194091e+04</td>\n",
              "      <td>0.053886</td>\n",
              "      <td>0.031165</td>\n",
              "      <td>...</td>\n",
              "      <td>2.532021</td>\n",
              "      <td>55.303917</td>\n",
              "      <td>-7.570129</td>\n",
              "      <td>0.003021</td>\n",
              "      <td>0.003021</td>\n",
              "      <td>-0.062449</td>\n",
              "      <td>-0.015354</td>\n",
              "      <td>-0.023198</td>\n",
              "      <td>0.330674</td>\n",
              "      <td>0.004326</td>\n",
              "      <td>0.335078</td>\n",
              "      <td>0.053180</td>\n",
              "      <td>237949.953125</td>\n",
              "      <td>1595.846436</td>\n",
              "      <td>1498.583496</td>\n",
              "      <td>97.263046</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-371.795990</td>\n",
              "      <td>1408.417725</td>\n",
              "      <td>-1066.138184</td>\n",
              "      <td>-171.879089</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-124.836998</td>\n",
              "      <td>1456.664917</td>\n",
              "      <td>27061.486328</td>\n",
              "      <td>14022.482422</td>\n",
              "      <td>0.746315</td>\n",
              "      <td>50.848171</td>\n",
              "      <td>-15.607856</td>\n",
              "      <td>-0.003269</td>\n",
              "      <td>-0.003269</td>\n",
              "      <td>-0.114486</td>\n",
              "      <td>-0.063136</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.326834</td>\n",
              "      <td>-0.013225</td>\n",
              "      <td>-0.028465</td>\n",
              "      <td>0.0</td>\n",
              "      <td>19.991728</td>\n",
              "      <td>19.999830</td>\n",
              "      <td>0.082549</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.851336</td>\n",
              "      <td>-4.027064</td>\n",
              "      <td>17.005747</td>\n",
              "      <td>0.339590</td>\n",
              "      <td>0.009577</td>\n",
              "      <td>0.020621</td>\n",
              "      <td>3.401222e-10</td>\n",
              "      <td>0.004505</td>\n",
              "      <td>2.416347</td>\n",
              "      <td>0.191520</td>\n",
              "      <td>0.208996</td>\n",
              "      <td>-4.306270</td>\n",
              "      <td>17.135429</td>\n",
              "      <td>-9.465579</td>\n",
              "      <td>-0.018173</td>\n",
              "      <td>0.019118</td>\n",
              "      <td>-2.671007e-07</td>\n",
              "      <td>9.485504e-09</td>\n",
              "      <td>-10555.594727</td>\n",
              "      <td>1108.266968</td>\n",
              "      <td>0.020720</td>\n",
              "      <td>0.123181</td>\n",
              "      <td>1.803319</td>\n",
              "      <td>0.559551</td>\n",
              "      <td>0.013068</td>\n",
              "      <td>-5.988616e+04</td>\n",
              "      <td>0.052793</td>\n",
              "      <td>0.030953</td>\n",
              "      <td>...</td>\n",
              "      <td>2.846676</td>\n",
              "      <td>61.039623</td>\n",
              "      <td>-8.111832</td>\n",
              "      <td>0.003017</td>\n",
              "      <td>0.003017</td>\n",
              "      <td>-0.063487</td>\n",
              "      <td>-0.017728</td>\n",
              "      <td>-0.023168</td>\n",
              "      <td>0.330400</td>\n",
              "      <td>0.004600</td>\n",
              "      <td>0.335097</td>\n",
              "      <td>0.052888</td>\n",
              "      <td>238189.828125</td>\n",
              "      <td>1978.724487</td>\n",
              "      <td>1825.776489</td>\n",
              "      <td>152.947983</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-453.852325</td>\n",
              "      <td>1512.847046</td>\n",
              "      <td>-1135.985718</td>\n",
              "      <td>-177.072479</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-145.171371</td>\n",
              "      <td>1579.458130</td>\n",
              "      <td>28457.505859</td>\n",
              "      <td>14581.535156</td>\n",
              "      <td>0.888110</td>\n",
              "      <td>56.728493</td>\n",
              "      <td>-15.933415</td>\n",
              "      <td>-0.003261</td>\n",
              "      <td>-0.003261</td>\n",
              "      <td>-0.115162</td>\n",
              "      <td>-0.064513</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.326251</td>\n",
              "      <td>-0.013292</td>\n",
              "      <td>-0.028463</td>\n",
              "      <td>0.0</td>\n",
              "      <td>21.990602</td>\n",
              "      <td>21.999514</td>\n",
              "      <td>-0.146301</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.803511</td>\n",
              "      <td>-4.196078</td>\n",
              "      <td>17.700785</td>\n",
              "      <td>0.354775</td>\n",
              "      <td>0.008575</td>\n",
              "      <td>0.018368</td>\n",
              "      <td>-7.463573e-07</td>\n",
              "      <td>-0.006274</td>\n",
              "      <td>2.162307</td>\n",
              "      <td>0.167881</td>\n",
              "      <td>0.188101</td>\n",
              "      <td>-4.475264</td>\n",
              "      <td>17.831125</td>\n",
              "      <td>-9.450385</td>\n",
              "      <td>-0.016064</td>\n",
              "      <td>0.017100</td>\n",
              "      <td>-9.049140e-06</td>\n",
              "      <td>3.630111e-07</td>\n",
              "      <td>-11431.643555</td>\n",
              "      <td>1071.137207</td>\n",
              "      <td>0.020142</td>\n",
              "      <td>0.122595</td>\n",
              "      <td>1.803556</td>\n",
              "      <td>0.574617</td>\n",
              "      <td>0.012925</td>\n",
              "      <td>-6.863926e+04</td>\n",
              "      <td>0.052821</td>\n",
              "      <td>0.030841</td>\n",
              "      <td>...</td>\n",
              "      <td>3.188446</td>\n",
              "      <td>66.797813</td>\n",
              "      <td>-8.670740</td>\n",
              "      <td>0.003011</td>\n",
              "      <td>0.003011</td>\n",
              "      <td>-0.064155</td>\n",
              "      <td>-0.019288</td>\n",
              "      <td>-0.023264</td>\n",
              "      <td>0.330139</td>\n",
              "      <td>0.004861</td>\n",
              "      <td>0.335118</td>\n",
              "      <td>0.052615</td>\n",
              "      <td>238382.750000</td>\n",
              "      <td>2377.517090</td>\n",
              "      <td>2166.981445</td>\n",
              "      <td>210.535599</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-520.345276</td>\n",
              "      <td>1610.220459</td>\n",
              "      <td>-1203.098389</td>\n",
              "      <td>-182.064789</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-162.750900</td>\n",
              "      <td>1692.208374</td>\n",
              "      <td>29855.103516</td>\n",
              "      <td>15190.540039</td>\n",
              "      <td>1.038736</td>\n",
              "      <td>62.595558</td>\n",
              "      <td>-16.382055</td>\n",
              "      <td>-0.003254</td>\n",
              "      <td>-0.003254</td>\n",
              "      <td>-0.115126</td>\n",
              "      <td>-0.065448</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.325609</td>\n",
              "      <td>-0.013458</td>\n",
              "      <td>-0.028425</td>\n",
              "      <td>0.0</td>\n",
              "      <td>23.987829</td>\n",
              "      <td>23.997522</td>\n",
              "      <td>-0.344819</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.763749</td>\n",
              "      <td>-4.262708</td>\n",
              "      <td>18.388145</td>\n",
              "      <td>0.368687</td>\n",
              "      <td>0.007844</td>\n",
              "      <td>0.016573</td>\n",
              "      <td>-4.506664e-08</td>\n",
              "      <td>-0.013990</td>\n",
              "      <td>1.974308</td>\n",
              "      <td>0.150095</td>\n",
              "      <td>0.172585</td>\n",
              "      <td>-4.541515</td>\n",
              "      <td>18.520107</td>\n",
              "      <td>-9.436462</td>\n",
              "      <td>-0.014473</td>\n",
              "      <td>0.015606</td>\n",
              "      <td>-8.042587e-07</td>\n",
              "      <td>3.304549e-08</td>\n",
              "      <td>-12376.702148</td>\n",
              "      <td>1050.456909</td>\n",
              "      <td>0.019576</td>\n",
              "      <td>0.121890</td>\n",
              "      <td>1.798591</td>\n",
              "      <td>0.585978</td>\n",
              "      <td>0.013000</td>\n",
              "      <td>-7.606289e+04</td>\n",
              "      <td>0.053255</td>\n",
              "      <td>0.030782</td>\n",
              "      <td>...</td>\n",
              "      <td>3.566026</td>\n",
              "      <td>72.625175</td>\n",
              "      <td>-8.994742</td>\n",
              "      <td>0.003003</td>\n",
              "      <td>0.003003</td>\n",
              "      <td>-0.063997</td>\n",
              "      <td>-0.018436</td>\n",
              "      <td>-0.023461</td>\n",
              "      <td>0.329861</td>\n",
              "      <td>0.005139</td>\n",
              "      <td>0.335141</td>\n",
              "      <td>0.052316</td>\n",
              "      <td>238557.359375</td>\n",
              "      <td>2736.024170</td>\n",
              "      <td>2511.677246</td>\n",
              "      <td>224.346893</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-529.389587</td>\n",
              "      <td>1707.387817</td>\n",
              "      <td>-1275.105591</td>\n",
              "      <td>-187.428970</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-172.194031</td>\n",
              "      <td>1787.575562</td>\n",
              "      <td>31877.599609</td>\n",
              "      <td>16132.915039</td>\n",
              "      <td>1.207217</td>\n",
              "      <td>68.587852</td>\n",
              "      <td>-16.454023</td>\n",
              "      <td>-0.003246</td>\n",
              "      <td>-0.003246</td>\n",
              "      <td>-0.115144</td>\n",
              "      <td>-0.065517</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.324913</td>\n",
              "      <td>-0.013707</td>\n",
              "      <td>-0.028370</td>\n",
              "      <td>0.0</td>\n",
              "      <td>25.984303</td>\n",
              "      <td>25.994762</td>\n",
              "      <td>-0.521818</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.731279</td>\n",
              "      <td>-4.320066</td>\n",
              "      <td>19.098557</td>\n",
              "      <td>0.384411</td>\n",
              "      <td>0.007324</td>\n",
              "      <td>0.015165</td>\n",
              "      <td>1.197897e-08</td>\n",
              "      <td>-0.019689</td>\n",
              "      <td>1.832666</td>\n",
              "      <td>0.136342</td>\n",
              "      <td>0.160866</td>\n",
              "      <td>-4.598338</td>\n",
              "      <td>19.232967</td>\n",
              "      <td>-9.420720</td>\n",
              "      <td>-0.013243</td>\n",
              "      <td>0.014479</td>\n",
              "      <td>-9.575065e-08</td>\n",
              "      <td>3.607966e-09</td>\n",
              "      <td>-13410.597656</td>\n",
              "      <td>1044.237305</td>\n",
              "      <td>0.018989</td>\n",
              "      <td>0.121107</td>\n",
              "      <td>1.793251</td>\n",
              "      <td>0.594881</td>\n",
              "      <td>0.013158</td>\n",
              "      <td>-8.350292e+04</td>\n",
              "      <td>0.053632</td>\n",
              "      <td>0.030778</td>\n",
              "      <td>...</td>\n",
              "      <td>3.978106</td>\n",
              "      <td>78.491310</td>\n",
              "      <td>-9.270991</td>\n",
              "      <td>0.002993</td>\n",
              "      <td>0.002993</td>\n",
              "      <td>-0.063501</td>\n",
              "      <td>-0.016925</td>\n",
              "      <td>-0.023743</td>\n",
              "      <td>0.329575</td>\n",
              "      <td>0.005425</td>\n",
              "      <td>0.335167</td>\n",
              "      <td>0.052009</td>\n",
              "      <td>238709.453125</td>\n",
              "      <td>3083.273438</td>\n",
              "      <td>2864.012451</td>\n",
              "      <td>219.260986</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-517.995544</td>\n",
              "      <td>1803.341919</td>\n",
              "      <td>-1349.396240</td>\n",
              "      <td>-193.000748</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-179.475647</td>\n",
              "      <td>1876.262695</td>\n",
              "      <td>34125.625000</td>\n",
              "      <td>17239.433594</td>\n",
              "      <td>1.390839</td>\n",
              "      <td>74.620438</td>\n",
              "      <td>-16.518164</td>\n",
              "      <td>-0.003238</td>\n",
              "      <td>-0.003238</td>\n",
              "      <td>-0.115170</td>\n",
              "      <td>-0.065204</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.324090</td>\n",
              "      <td>-0.013959</td>\n",
              "      <td>-0.028187</td>\n",
              "      <td>0.0</td>\n",
              "      <td>27.981716</td>\n",
              "      <td>27.992836</td>\n",
              "      <td>-0.633342</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.700194</td>\n",
              "      <td>-3.769299</td>\n",
              "      <td>19.690727</td>\n",
              "      <td>0.381162</td>\n",
              "      <td>0.006838</td>\n",
              "      <td>0.013813</td>\n",
              "      <td>1.780127e-08</td>\n",
              "      <td>-0.022235</td>\n",
              "      <td>1.739231</td>\n",
              "      <td>0.127032</td>\n",
              "      <td>0.153155</td>\n",
              "      <td>-4.045775</td>\n",
              "      <td>19.827604</td>\n",
              "      <td>-9.423986</td>\n",
              "      <td>-0.012409</td>\n",
              "      <td>0.013739</td>\n",
              "      <td>-1.265581e-08</td>\n",
              "      <td>3.932263e-10</td>\n",
              "      <td>-14309.029297</td>\n",
              "      <td>1013.362915</td>\n",
              "      <td>0.018527</td>\n",
              "      <td>0.119985</td>\n",
              "      <td>1.759933</td>\n",
              "      <td>0.601291</td>\n",
              "      <td>0.013912</td>\n",
              "      <td>-7.846162e+04</td>\n",
              "      <td>0.053831</td>\n",
              "      <td>0.030664</td>\n",
              "      <td>...</td>\n",
              "      <td>4.457720</td>\n",
              "      <td>84.622040</td>\n",
              "      <td>-8.223115</td>\n",
              "      <td>0.002978</td>\n",
              "      <td>0.002978</td>\n",
              "      <td>-0.060793</td>\n",
              "      <td>-0.008057</td>\n",
              "      <td>-0.024050</td>\n",
              "      <td>0.329154</td>\n",
              "      <td>0.005846</td>\n",
              "      <td>0.335198</td>\n",
              "      <td>0.051504</td>\n",
              "      <td>238891.203125</td>\n",
              "      <td>3229.756348</td>\n",
              "      <td>3169.620361</td>\n",
              "      <td>60.136036</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-273.972504</td>\n",
              "      <td>1913.887939</td>\n",
              "      <td>-1457.526123</td>\n",
              "      <td>-200.053101</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-157.778854</td>\n",
              "      <td>1933.398071</td>\n",
              "      <td>38533.242188</td>\n",
              "      <td>19737.892578</td>\n",
              "      <td>1.637460</td>\n",
              "      <td>81.270348</td>\n",
              "      <td>-14.276015</td>\n",
              "      <td>-0.003223</td>\n",
              "      <td>-0.003223</td>\n",
              "      <td>-0.115211</td>\n",
              "      <td>-0.062687</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.323307</td>\n",
              "      <td>-0.014348</td>\n",
              "      <td>-0.028138</td>\n",
              "      <td>0.0</td>\n",
              "      <td>29.977757</td>\n",
              "      <td>29.989628</td>\n",
              "      <td>-0.788796</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.679853</td>\n",
              "      <td>-3.994105</td>\n",
              "      <td>20.502209</td>\n",
              "      <td>0.406622</td>\n",
              "      <td>0.006626</td>\n",
              "      <td>0.013000</td>\n",
              "      <td>1.930757e-08</td>\n",
              "      <td>-0.025900</td>\n",
              "      <td>1.653177</td>\n",
              "      <td>0.117921</td>\n",
              "      <td>0.146007</td>\n",
              "      <td>-4.270100</td>\n",
              "      <td>20.642908</td>\n",
              "      <td>-9.398485</td>\n",
              "      <td>-0.011596</td>\n",
              "      <td>0.013052</td>\n",
              "      <td>1.354161e-09</td>\n",
              "      <td>-1.213291e-10</td>\n",
              "      <td>-15591.088867</td>\n",
              "      <td>1039.128540</td>\n",
              "      <td>0.017841</td>\n",
              "      <td>0.119124</td>\n",
              "      <td>1.763200</td>\n",
              "      <td>0.607517</td>\n",
              "      <td>0.013999</td>\n",
              "      <td>-8.907148e+04</td>\n",
              "      <td>0.054046</td>\n",
              "      <td>0.030776</td>\n",
              "      <td>...</td>\n",
              "      <td>4.936716</td>\n",
              "      <td>90.489220</td>\n",
              "      <td>-8.803185</td>\n",
              "      <td>0.002967</td>\n",
              "      <td>0.002967</td>\n",
              "      <td>-0.060541</td>\n",
              "      <td>-0.008271</td>\n",
              "      <td>-0.024471</td>\n",
              "      <td>0.328876</td>\n",
              "      <td>0.006124</td>\n",
              "      <td>0.335228</td>\n",
              "      <td>0.051221</td>\n",
              "      <td>238993.765625</td>\n",
              "      <td>3622.681152</td>\n",
              "      <td>3551.085205</td>\n",
              "      <td>71.596062</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-296.139526</td>\n",
              "      <td>2006.582397</td>\n",
              "      <td>-1531.118896</td>\n",
              "      <td>-205.730774</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-172.082809</td>\n",
              "      <td>2028.317383</td>\n",
              "      <td>40513.765625</td>\n",
              "      <td>20822.833984</td>\n",
              "      <td>1.846467</td>\n",
              "      <td>87.200211</td>\n",
              "      <td>-15.035665</td>\n",
              "      <td>-0.003216</td>\n",
              "      <td>-0.003216</td>\n",
              "      <td>-0.115233</td>\n",
              "      <td>-0.062540</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.322475</td>\n",
              "      <td>-0.014787</td>\n",
              "      <td>-0.028080</td>\n",
              "      <td>0.0</td>\n",
              "      <td>31.973770</td>\n",
              "      <td>31.986380</td>\n",
              "      <td>-0.933536</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.663279</td>\n",
              "      <td>-4.245135</td>\n",
              "      <td>21.351824</td>\n",
              "      <td>0.434999</td>\n",
              "      <td>0.006500</td>\n",
              "      <td>0.012349</td>\n",
              "      <td>2.004240e-08</td>\n",
              "      <td>-0.028770</td>\n",
              "      <td>1.586560</td>\n",
              "      <td>0.110391</td>\n",
              "      <td>0.140464</td>\n",
              "      <td>-4.520569</td>\n",
              "      <td>21.496820</td>\n",
              "      <td>-9.370061</td>\n",
              "      <td>-0.010926</td>\n",
              "      <td>0.012518</td>\n",
              "      <td>1.059901e-09</td>\n",
              "      <td>-6.867145e-11</td>\n",
              "      <td>-16995.783203</td>\n",
              "      <td>1076.251709</td>\n",
              "      <td>0.017124</td>\n",
              "      <td>0.118201</td>\n",
              "      <td>1.767056</td>\n",
              "      <td>0.612833</td>\n",
              "      <td>0.014118</td>\n",
              "      <td>-1.009723e+05</td>\n",
              "      <td>0.054246</td>\n",
              "      <td>0.030922</td>\n",
              "      <td>...</td>\n",
              "      <td>5.452641</td>\n",
              "      <td>96.364647</td>\n",
              "      <td>-9.433867</td>\n",
              "      <td>0.002956</td>\n",
              "      <td>0.002956</td>\n",
              "      <td>-0.060179</td>\n",
              "      <td>-0.008416</td>\n",
              "      <td>-0.024941</td>\n",
              "      <td>0.328585</td>\n",
              "      <td>0.006415</td>\n",
              "      <td>0.335260</td>\n",
              "      <td>0.050926</td>\n",
              "      <td>239086.625000</td>\n",
              "      <td>4031.173828</td>\n",
              "      <td>3947.756592</td>\n",
              "      <td>83.417305</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-317.470825</td>\n",
              "      <td>2101.177734</td>\n",
              "      <td>-1608.213257</td>\n",
              "      <td>-211.704727</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-187.192932</td>\n",
              "      <td>2125.026123</td>\n",
              "      <td>42600.125000</td>\n",
              "      <td>22015.556641</td>\n",
              "      <td>2.072012</td>\n",
              "      <td>93.123535</td>\n",
              "      <td>-15.900805</td>\n",
              "      <td>-0.003208</td>\n",
              "      <td>-0.003208</td>\n",
              "      <td>-0.115270</td>\n",
              "      <td>-0.062266</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.321599</td>\n",
              "      <td>-0.015266</td>\n",
              "      <td>-0.028015</td>\n",
              "      <td>0.0</td>\n",
              "      <td>33.969860</td>\n",
              "      <td>33.983192</td>\n",
              "      <td>-1.068901</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.649798</td>\n",
              "      <td>-4.527836</td>\n",
              "      <td>22.239822</td>\n",
              "      <td>0.466440</td>\n",
              "      <td>0.006441</td>\n",
              "      <td>0.011824</td>\n",
              "      <td>2.088337e-08</td>\n",
              "      <td>-0.031025</td>\n",
              "      <td>1.535393</td>\n",
              "      <td>0.104078</td>\n",
              "      <td>0.136195</td>\n",
              "      <td>-4.802628</td>\n",
              "      <td>22.389519</td>\n",
              "      <td>-9.338568</td>\n",
              "      <td>-0.010365</td>\n",
              "      <td>0.012106</td>\n",
              "      <td>-1.948271e-09</td>\n",
              "      <td>5.847087e-11</td>\n",
              "      <td>-18533.701172</td>\n",
              "      <td>1125.050659</td>\n",
              "      <td>0.016378</td>\n",
              "      <td>0.117219</td>\n",
              "      <td>1.771643</td>\n",
              "      <td>0.617494</td>\n",
              "      <td>0.014264</td>\n",
              "      <td>-1.144186e+05</td>\n",
              "      <td>0.054480</td>\n",
              "      <td>0.031097</td>\n",
              "      <td>...</td>\n",
              "      <td>6.006593</td>\n",
              "      <td>102.243774</td>\n",
              "      <td>-10.128928</td>\n",
              "      <td>0.002944</td>\n",
              "      <td>0.002944</td>\n",
              "      <td>-0.059735</td>\n",
              "      <td>-0.008577</td>\n",
              "      <td>-0.025454</td>\n",
              "      <td>0.328281</td>\n",
              "      <td>0.006719</td>\n",
              "      <td>0.335294</td>\n",
              "      <td>0.050618</td>\n",
              "      <td>239170.937500</td>\n",
              "      <td>4457.410645</td>\n",
              "      <td>4360.296387</td>\n",
              "      <td>97.113876</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-340.973694</td>\n",
              "      <td>2198.223389</td>\n",
              "      <td>-1689.180420</td>\n",
              "      <td>-217.959030</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-203.634155</td>\n",
              "      <td>2224.510986</td>\n",
              "      <td>44792.234375</td>\n",
              "      <td>23317.201172</td>\n",
              "      <td>2.315323</td>\n",
              "      <td>99.034966</td>\n",
              "      <td>-16.890110</td>\n",
              "      <td>-0.003200</td>\n",
              "      <td>-0.003200</td>\n",
              "      <td>-0.115330</td>\n",
              "      <td>-0.061894</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.320677</td>\n",
              "      <td>-0.015776</td>\n",
              "      <td>-0.027935</td>\n",
              "      <td>0.0</td>\n",
              "      <td>35.966167</td>\n",
              "      <td>35.980206</td>\n",
              "      <td>-1.193664</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.638706</td>\n",
              "      <td>-4.818574</td>\n",
              "      <td>23.158573</td>\n",
              "      <td>0.500050</td>\n",
              "      <td>0.006431</td>\n",
              "      <td>0.011391</td>\n",
              "      <td>-7.530531e-07</td>\n",
              "      <td>-0.032732</td>\n",
              "      <td>1.497304</td>\n",
              "      <td>0.098780</td>\n",
              "      <td>0.133006</td>\n",
              "      <td>-5.092582</td>\n",
              "      <td>23.313274</td>\n",
              "      <td>-9.304902</td>\n",
              "      <td>-0.009895</td>\n",
              "      <td>0.011797</td>\n",
              "      <td>-1.027468e-05</td>\n",
              "      <td>3.699258e-07</td>\n",
              "      <td>-20201.785156</td>\n",
              "      <td>1184.335449</td>\n",
              "      <td>0.015615</td>\n",
              "      <td>0.116169</td>\n",
              "      <td>1.775938</td>\n",
              "      <td>0.621666</td>\n",
              "      <td>0.014455</td>\n",
              "      <td>-1.289200e+05</td>\n",
              "      <td>0.054774</td>\n",
              "      <td>0.031290</td>\n",
              "      <td>...</td>\n",
              "      <td>6.601398</td>\n",
              "      <td>108.134422</td>\n",
              "      <td>-10.837626</td>\n",
              "      <td>0.002931</td>\n",
              "      <td>0.002931</td>\n",
              "      <td>-0.059155</td>\n",
              "      <td>-0.008552</td>\n",
              "      <td>-0.026001</td>\n",
              "      <td>0.327955</td>\n",
              "      <td>0.007045</td>\n",
              "      <td>0.335330</td>\n",
              "      <td>0.050287</td>\n",
              "      <td>239248.828125</td>\n",
              "      <td>4893.805664</td>\n",
              "      <td>4785.782715</td>\n",
              "      <td>108.022644</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-358.894501</td>\n",
              "      <td>2298.661621</td>\n",
              "      <td>-1775.823975</td>\n",
              "      <td>-224.512360</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-220.670670</td>\n",
              "      <td>2326.510498</td>\n",
              "      <td>47171.371094</td>\n",
              "      <td>24788.927734</td>\n",
              "      <td>2.580510</td>\n",
              "      <td>104.957436</td>\n",
              "      <td>-17.913195</td>\n",
              "      <td>-0.003191</td>\n",
              "      <td>-0.003191</td>\n",
              "      <td>-0.115421</td>\n",
              "      <td>-0.061376</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.319708</td>\n",
              "      <td>-0.016308</td>\n",
              "      <td>-0.027834</td>\n",
              "      <td>0.0</td>\n",
              "      <td>37.962837</td>\n",
              "      <td>37.977547</td>\n",
              "      <td>-1.306100</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.629419</td>\n",
              "      <td>-5.089828</td>\n",
              "      <td>24.099022</td>\n",
              "      <td>0.534767</td>\n",
              "      <td>0.006455</td>\n",
              "      <td>0.011023</td>\n",
              "      <td>-5.006373e-07</td>\n",
              "      <td>-0.033933</td>\n",
              "      <td>1.470609</td>\n",
              "      <td>0.094359</td>\n",
              "      <td>0.130756</td>\n",
              "      <td>-5.362845</td>\n",
              "      <td>24.258934</td>\n",
              "      <td>-9.270129</td>\n",
              "      <td>-0.009504</td>\n",
              "      <td>0.011577</td>\n",
              "      <td>-7.092582e-06</td>\n",
              "      <td>2.356239e-07</td>\n",
              "      <td>-21991.800781</td>\n",
              "      <td>1252.816406</td>\n",
              "      <td>0.014848</td>\n",
              "      <td>0.115037</td>\n",
              "      <td>1.778942</td>\n",
              "      <td>0.625470</td>\n",
              "      <td>0.014706</td>\n",
              "      <td>-1.437359e+05</td>\n",
              "      <td>0.055138</td>\n",
              "      <td>0.031490</td>\n",
              "      <td>...</td>\n",
              "      <td>7.240428</td>\n",
              "      <td>114.046944</td>\n",
              "      <td>-11.499287</td>\n",
              "      <td>0.002918</td>\n",
              "      <td>0.002918</td>\n",
              "      <td>-0.058389</td>\n",
              "      <td>-0.008144</td>\n",
              "      <td>-0.026573</td>\n",
              "      <td>0.327599</td>\n",
              "      <td>0.007401</td>\n",
              "      <td>0.335369</td>\n",
              "      <td>0.049920</td>\n",
              "      <td>239321.687500</td>\n",
              "      <td>5329.594727</td>\n",
              "      <td>5219.976074</td>\n",
              "      <td>109.618912</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-361.859406</td>\n",
              "      <td>2403.311035</td>\n",
              "      <td>-1870.104126</td>\n",
              "      <td>-231.371368</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-237.491638</td>\n",
              "      <td>2430.400391</td>\n",
              "      <td>49828.457031</td>\n",
              "      <td>26500.748047</td>\n",
              "      <td>2.872732</td>\n",
              "      <td>110.917747</td>\n",
              "      <td>-18.866480</td>\n",
              "      <td>-0.003181</td>\n",
              "      <td>-0.003181</td>\n",
              "      <td>-0.115552</td>\n",
              "      <td>-0.060663</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.318694</td>\n",
              "      <td>-0.016856</td>\n",
              "      <td>-0.027711</td>\n",
              "      <td>0.0</td>\n",
              "      <td>39.959904</td>\n",
              "      <td>39.975254</td>\n",
              "      <td>-1.406840</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.621602</td>\n",
              "      <td>-5.341626</td>\n",
              "      <td>25.058611</td>\n",
              "      <td>0.570498</td>\n",
              "      <td>0.006507</td>\n",
              "      <td>0.010703</td>\n",
              "      <td>2.576798e-08</td>\n",
              "      <td>-0.034720</td>\n",
              "      <td>1.453505</td>\n",
              "      <td>0.090655</td>\n",
              "      <td>0.129295</td>\n",
              "      <td>-5.613437</td>\n",
              "      <td>25.223892</td>\n",
              "      <td>-9.234343</td>\n",
              "      <td>-0.009176</td>\n",
              "      <td>0.011434</td>\n",
              "      <td>1.864599e-09</td>\n",
              "      <td>-1.618246e-10</td>\n",
              "      <td>-23905.128906</td>\n",
              "      <td>1331.120239</td>\n",
              "      <td>0.014078</td>\n",
              "      <td>0.113825</td>\n",
              "      <td>1.780818</td>\n",
              "      <td>0.629008</td>\n",
              "      <td>0.015012</td>\n",
              "      <td>-1.587806e+05</td>\n",
              "      <td>0.055574</td>\n",
              "      <td>0.031695</td>\n",
              "      <td>...</td>\n",
              "      <td>7.925358</td>\n",
              "      <td>119.980247</td>\n",
              "      <td>-12.113735</td>\n",
              "      <td>0.002904</td>\n",
              "      <td>0.002904</td>\n",
              "      <td>-0.057469</td>\n",
              "      <td>-0.007427</td>\n",
              "      <td>-0.027166</td>\n",
              "      <td>0.327213</td>\n",
              "      <td>0.007787</td>\n",
              "      <td>0.335410</td>\n",
              "      <td>0.049517</td>\n",
              "      <td>239389.343750</td>\n",
              "      <td>5763.574707</td>\n",
              "      <td>5661.544434</td>\n",
              "      <td>102.029839</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-350.308533</td>\n",
              "      <td>2512.227295</td>\n",
              "      <td>-1972.435547</td>\n",
              "      <td>-238.494583</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-254.459732</td>\n",
              "      <td>2536.533447</td>\n",
              "      <td>52766.679688</td>\n",
              "      <td>28463.568359</td>\n",
              "      <td>3.194671</td>\n",
              "      <td>116.914688</td>\n",
              "      <td>-19.750315</td>\n",
              "      <td>-0.003170</td>\n",
              "      <td>-0.003170</td>\n",
              "      <td>-0.115728</td>\n",
              "      <td>-0.059788</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.317578</td>\n",
              "      <td>-0.017369</td>\n",
              "      <td>-0.027491</td>\n",
              "      <td>0.0</td>\n",
              "      <td>41.958488</td>\n",
              "      <td>41.974350</td>\n",
              "      <td>-1.467623</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.613129</td>\n",
              "      <td>-5.182512</td>\n",
              "      <td>25.939205</td>\n",
              "      <td>0.593115</td>\n",
              "      <td>0.006524</td>\n",
              "      <td>0.010331</td>\n",
              "      <td>2.720773e-08</td>\n",
              "      <td>-0.034481</td>\n",
              "      <td>1.449745</td>\n",
              "      <td>0.088224</td>\n",
              "      <td>0.128958</td>\n",
              "      <td>-5.452168</td>\n",
              "      <td>26.109522</td>\n",
              "      <td>-9.211699</td>\n",
              "      <td>-0.008963</td>\n",
              "      <td>0.011397</td>\n",
              "      <td>2.047416e-09</td>\n",
              "      <td>-3.266271e-10</td>\n",
              "      <td>-25740.785156</td>\n",
              "      <td>1393.187378</td>\n",
              "      <td>0.013397</td>\n",
              "      <td>0.112353</td>\n",
              "      <td>1.767994</td>\n",
              "      <td>0.632154</td>\n",
              "      <td>0.015570</td>\n",
              "      <td>-1.617580e+05</td>\n",
              "      <td>0.056037</td>\n",
              "      <td>0.031800</td>\n",
              "      <td>...</td>\n",
              "      <td>8.688274</td>\n",
              "      <td>126.097763</td>\n",
              "      <td>-11.803771</td>\n",
              "      <td>0.002888</td>\n",
              "      <td>0.002888</td>\n",
              "      <td>-0.055656</td>\n",
              "      <td>-0.003589</td>\n",
              "      <td>-0.027745</td>\n",
              "      <td>0.326708</td>\n",
              "      <td>0.008292</td>\n",
              "      <td>0.335456</td>\n",
              "      <td>0.048945</td>\n",
              "      <td>239462.500000</td>\n",
              "      <td>6084.756348</td>\n",
              "      <td>6057.613281</td>\n",
              "      <td>27.143206</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-182.828049</td>\n",
              "      <td>2631.230225</td>\n",
              "      <td>-2104.245605</td>\n",
              "      <td>-246.235550</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-257.567261</td>\n",
              "      <td>2637.574463</td>\n",
              "      <td>56896.367188</td>\n",
              "      <td>31489.392578</td>\n",
              "      <td>3.595662</td>\n",
              "      <td>123.308304</td>\n",
              "      <td>-19.106829</td>\n",
              "      <td>-0.003155</td>\n",
              "      <td>-0.003155</td>\n",
              "      <td>-0.115933</td>\n",
              "      <td>-0.058022</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.316492</td>\n",
              "      <td>-0.017952</td>\n",
              "      <td>-0.027349</td>\n",
              "      <td>0.0</td>\n",
              "      <td>43.955978</td>\n",
              "      <td>43.972424</td>\n",
              "      <td>-1.557591</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.608141</td>\n",
              "      <td>-5.523402</td>\n",
              "      <td>26.960516</td>\n",
              "      <td>0.635170</td>\n",
              "      <td>0.006634</td>\n",
              "      <td>0.010111</td>\n",
              "      <td>2.934348e-08</td>\n",
              "      <td>-0.034924</td>\n",
              "      <td>1.445588</td>\n",
              "      <td>0.085340</td>\n",
              "      <td>0.128544</td>\n",
              "      <td>-5.791658</td>\n",
              "      <td>27.136551</td>\n",
              "      <td>-9.169581</td>\n",
              "      <td>-0.008708</td>\n",
              "      <td>0.011353</td>\n",
              "      <td>1.416190e-09</td>\n",
              "      <td>-7.676767e-11</td>\n",
              "      <td>-27959.158203</td>\n",
              "      <td>1502.106201</td>\n",
              "      <td>0.012594</td>\n",
              "      <td>0.111037</td>\n",
              "      <td>1.772870</td>\n",
              "      <td>0.635414</td>\n",
              "      <td>0.015888</td>\n",
              "      <td>-1.806024e+05</td>\n",
              "      <td>0.056599</td>\n",
              "      <td>0.032051</td>\n",
              "      <td>...</td>\n",
              "      <td>9.460770</td>\n",
              "      <td>132.014526</td>\n",
              "      <td>-12.609125</td>\n",
              "      <td>0.002874</td>\n",
              "      <td>0.002874</td>\n",
              "      <td>-0.054807</td>\n",
              "      <td>-0.003513</td>\n",
              "      <td>-0.028379</td>\n",
              "      <td>0.326284</td>\n",
              "      <td>0.008716</td>\n",
              "      <td>0.335501</td>\n",
              "      <td>0.048503</td>\n",
              "      <td>239514.890625</td>\n",
              "      <td>6554.960449</td>\n",
              "      <td>6526.093262</td>\n",
              "      <td>28.866989</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-189.495987</td>\n",
              "      <td>2745.979492</td>\n",
              "      <td>-2216.606689</td>\n",
              "      <td>-253.603668</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-280.894318</td>\n",
              "      <td>2752.510010</td>\n",
              "      <td>60052.886719</td>\n",
              "      <td>33711.191406</td>\n",
              "      <td>3.970998</td>\n",
              "      <td>129.247925</td>\n",
              "      <td>-20.330215</td>\n",
              "      <td>-0.003143</td>\n",
              "      <td>-0.003143</td>\n",
              "      <td>-0.116225</td>\n",
              "      <td>-0.057204</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.315362</td>\n",
              "      <td>-0.018463</td>\n",
              "      <td>-0.027191</td>\n",
              "      <td>0.0</td>\n",
              "      <td>45.953922</td>\n",
              "      <td>45.970917</td>\n",
              "      <td>-1.635491</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.602513</td>\n",
              "      <td>-5.846023</td>\n",
              "      <td>27.930134</td>\n",
              "      <td>0.674762</td>\n",
              "      <td>0.006697</td>\n",
              "      <td>0.009868</td>\n",
              "      <td>3.124297e-08</td>\n",
              "      <td>-0.035067</td>\n",
              "      <td>1.414936</td>\n",
              "      <td>0.080363</td>\n",
              "      <td>0.125888</td>\n",
              "      <td>-6.112738</td>\n",
              "      <td>28.111179</td>\n",
              "      <td>-9.129940</td>\n",
              "      <td>-0.008260</td>\n",
              "      <td>0.011096</td>\n",
              "      <td>2.844117e-09</td>\n",
              "      <td>-2.339169e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>1632.037109</td>\n",
              "      <td>0.011776</td>\n",
              "      <td>0.109653</td>\n",
              "      <td>1.777126</td>\n",
              "      <td>0.639289</td>\n",
              "      <td>0.015552</td>\n",
              "      <td>-1.998368e+05</td>\n",
              "      <td>0.057087</td>\n",
              "      <td>0.032229</td>\n",
              "      <td>...</td>\n",
              "      <td>10.267943</td>\n",
              "      <td>137.927460</td>\n",
              "      <td>-13.380842</td>\n",
              "      <td>0.002860</td>\n",
              "      <td>0.002860</td>\n",
              "      <td>-0.053748</td>\n",
              "      <td>-0.003453</td>\n",
              "      <td>-0.028949</td>\n",
              "      <td>0.325804</td>\n",
              "      <td>0.009196</td>\n",
              "      <td>0.335548</td>\n",
              "      <td>0.047993</td>\n",
              "      <td>239565.109375</td>\n",
              "      <td>7021.900879</td>\n",
              "      <td>6990.872070</td>\n",
              "      <td>31.029161</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-198.089371</td>\n",
              "      <td>2867.326416</td>\n",
              "      <td>-2342.953369</td>\n",
              "      <td>-260.747681</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-307.568726</td>\n",
              "      <td>2874.160889</td>\n",
              "      <td>63607.765625</td>\n",
              "      <td>36359.089844</td>\n",
              "      <td>4.391137</td>\n",
              "      <td>135.186371</td>\n",
              "      <td>-21.477528</td>\n",
              "      <td>-0.003130</td>\n",
              "      <td>-0.003130</td>\n",
              "      <td>-0.113912</td>\n",
              "      <td>-0.056174</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.314150</td>\n",
              "      <td>-0.018447</td>\n",
              "      <td>-0.027019</td>\n",
              "      <td>0.0</td>\n",
              "      <td>47.954014</td>\n",
              "      <td>47.971523</td>\n",
              "      <td>-1.653159</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.584918</td>\n",
              "      <td>-6.025847</td>\n",
              "      <td>28.289198</td>\n",
              "      <td>0.684787</td>\n",
              "      <td>0.006306</td>\n",
              "      <td>0.009241</td>\n",
              "      <td>2.932658e-08</td>\n",
              "      <td>-0.033956</td>\n",
              "      <td>1.252248</td>\n",
              "      <td>0.066195</td>\n",
              "      <td>0.112041</td>\n",
              "      <td>-6.290868</td>\n",
              "      <td>28.470087</td>\n",
              "      <td>-9.119964</td>\n",
              "      <td>-0.006965</td>\n",
              "      <td>0.009777</td>\n",
              "      <td>5.005433e-09</td>\n",
              "      <td>-4.552670e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>1882.341797</td>\n",
              "      <td>0.010904</td>\n",
              "      <td>0.108159</td>\n",
              "      <td>1.780668</td>\n",
              "      <td>0.645795</td>\n",
              "      <td>0.012573</td>\n",
              "      <td>-2.149458e+05</td>\n",
              "      <td>0.057152</td>\n",
              "      <td>0.031816</td>\n",
              "      <td>...</td>\n",
              "      <td>11.041671</td>\n",
              "      <td>143.813583</td>\n",
              "      <td>-13.912862</td>\n",
              "      <td>0.002849</td>\n",
              "      <td>0.002849</td>\n",
              "      <td>-0.051115</td>\n",
              "      <td>-0.003434</td>\n",
              "      <td>-0.029027</td>\n",
              "      <td>0.325095</td>\n",
              "      <td>0.009905</td>\n",
              "      <td>0.335598</td>\n",
              "      <td>0.047196</td>\n",
              "      <td>239624.625000</td>\n",
              "      <td>7269.620605</td>\n",
              "      <td>7234.652344</td>\n",
              "      <td>34.968307</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-214.941483</td>\n",
              "      <td>2987.907227</td>\n",
              "      <td>-2524.464600</td>\n",
              "      <td>-265.293396</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-341.590912</td>\n",
              "      <td>2995.628418</td>\n",
              "      <td>68720.171875</td>\n",
              "      <td>41212.308594</td>\n",
              "      <td>4.941277</td>\n",
              "      <td>141.149567</td>\n",
              "      <td>-22.012316</td>\n",
              "      <td>-0.003110</td>\n",
              "      <td>-0.003110</td>\n",
              "      <td>-0.100378</td>\n",
              "      <td>-0.053589</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.312898</td>\n",
              "      <td>-0.018434</td>\n",
              "      <td>-0.026837</td>\n",
              "      <td>0.0</td>\n",
              "      <td>49.954628</td>\n",
              "      <td>49.972626</td>\n",
              "      <td>-1.654318</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.566448</td>\n",
              "      <td>-6.281075</td>\n",
              "      <td>28.534456</td>\n",
              "      <td>0.694697</td>\n",
              "      <td>0.005910</td>\n",
              "      <td>0.008608</td>\n",
              "      <td>2.716327e-08</td>\n",
              "      <td>-0.032604</td>\n",
              "      <td>1.148640</td>\n",
              "      <td>0.057176</td>\n",
              "      <td>0.103040</td>\n",
              "      <td>-6.544319</td>\n",
              "      <td>28.715218</td>\n",
              "      <td>-9.110104</td>\n",
              "      <td>-0.006141</td>\n",
              "      <td>0.008918</td>\n",
              "      <td>3.120668e-09</td>\n",
              "      <td>-2.479748e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>2220.998047</td>\n",
              "      <td>0.010008</td>\n",
              "      <td>0.106611</td>\n",
              "      <td>1.787463</td>\n",
              "      <td>0.650651</td>\n",
              "      <td>0.010927</td>\n",
              "      <td>-2.333924e+05</td>\n",
              "      <td>0.057520</td>\n",
              "      <td>0.031400</td>\n",
              "      <td>...</td>\n",
              "      <td>11.853809</td>\n",
              "      <td>149.700974</td>\n",
              "      <td>-14.633626</td>\n",
              "      <td>0.002837</td>\n",
              "      <td>0.002837</td>\n",
              "      <td>-0.048336</td>\n",
              "      <td>-0.003359</td>\n",
              "      <td>-0.029113</td>\n",
              "      <td>0.324365</td>\n",
              "      <td>0.010635</td>\n",
              "      <td>0.335649</td>\n",
              "      <td>0.046369</td>\n",
              "      <td>239674.031250</td>\n",
              "      <td>7408.098145</td>\n",
              "      <td>7370.167480</td>\n",
              "      <td>37.930706</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-228.654129</td>\n",
              "      <td>3087.764893</td>\n",
              "      <td>-2711.837402</td>\n",
              "      <td>-269.382233</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-375.044037</td>\n",
              "      <td>3096.219482</td>\n",
              "      <td>74013.953125</td>\n",
              "      <td>46618.183594</td>\n",
              "      <td>5.533784</td>\n",
              "      <td>147.121872</td>\n",
              "      <td>-22.807262</td>\n",
              "      <td>-0.003090</td>\n",
              "      <td>-0.003090</td>\n",
              "      <td>-0.091569</td>\n",
              "      <td>-0.050853</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.311604</td>\n",
              "      <td>-0.018421</td>\n",
              "      <td>-0.026647</td>\n",
              "      <td>0.0</td>\n",
              "      <td>51.955379</td>\n",
              "      <td>51.973831</td>\n",
              "      <td>-1.649476</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.548494</td>\n",
              "      <td>-6.568163</td>\n",
              "      <td>28.732868</td>\n",
              "      <td>0.704440</td>\n",
              "      <td>0.005538</td>\n",
              "      <td>0.008014</td>\n",
              "      <td>2.522442e-08</td>\n",
              "      <td>-0.031241</td>\n",
              "      <td>1.071531</td>\n",
              "      <td>0.050465</td>\n",
              "      <td>0.096191</td>\n",
              "      <td>-6.829539</td>\n",
              "      <td>28.913502</td>\n",
              "      <td>-9.100413</td>\n",
              "      <td>-0.005527</td>\n",
              "      <td>0.008265</td>\n",
              "      <td>2.764529e-09</td>\n",
              "      <td>-2.163684e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>2624.061279</td>\n",
              "      <td>0.009089</td>\n",
              "      <td>0.105007</td>\n",
              "      <td>1.795529</td>\n",
              "      <td>0.654813</td>\n",
              "      <td>0.009824</td>\n",
              "      <td>-2.538295e+05</td>\n",
              "      <td>0.058000</td>\n",
              "      <td>0.030979</td>\n",
              "      <td>...</td>\n",
              "      <td>12.706526</td>\n",
              "      <td>155.592621</td>\n",
              "      <td>-15.435820</td>\n",
              "      <td>0.002826</td>\n",
              "      <td>0.002826</td>\n",
              "      <td>-0.045676</td>\n",
              "      <td>-0.003220</td>\n",
              "      <td>-0.029205</td>\n",
              "      <td>0.323612</td>\n",
              "      <td>0.011388</td>\n",
              "      <td>0.335703</td>\n",
              "      <td>0.045509</td>\n",
              "      <td>239715.421875</td>\n",
              "      <td>7496.304199</td>\n",
              "      <td>7457.012207</td>\n",
              "      <td>39.291958</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-237.450912</td>\n",
              "      <td>3176.476074</td>\n",
              "      <td>-2905.398193</td>\n",
              "      <td>-273.086151</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-408.797150</td>\n",
              "      <td>3185.338867</td>\n",
              "      <td>79497.406250</td>\n",
              "      <td>52372.042969</td>\n",
              "      <td>6.170806</td>\n",
              "      <td>153.101227</td>\n",
              "      <td>-23.709925</td>\n",
              "      <td>-0.003070</td>\n",
              "      <td>-0.003070</td>\n",
              "      <td>-0.084864</td>\n",
              "      <td>-0.048229</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.310229</td>\n",
              "      <td>-0.018409</td>\n",
              "      <td>-0.026395</td>\n",
              "      <td>0.0</td>\n",
              "      <td>53.956505</td>\n",
              "      <td>53.975304</td>\n",
              "      <td>-1.632942</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.531377</td>\n",
              "      <td>-6.604788</td>\n",
              "      <td>28.895658</td>\n",
              "      <td>0.706412</td>\n",
              "      <td>0.005194</td>\n",
              "      <td>0.007451</td>\n",
              "      <td>-2.252761e-07</td>\n",
              "      <td>-0.029764</td>\n",
              "      <td>1.015202</td>\n",
              "      <td>0.045562</td>\n",
              "      <td>0.091063</td>\n",
              "      <td>-6.863689</td>\n",
              "      <td>29.076181</td>\n",
              "      <td>-9.098510</td>\n",
              "      <td>-0.005079</td>\n",
              "      <td>0.007774</td>\n",
              "      <td>-3.284023e-06</td>\n",
              "      <td>2.332845e-07</td>\n",
              "      <td>-29999.982422</td>\n",
              "      <td>3045.574463</td>\n",
              "      <td>0.008211</td>\n",
              "      <td>0.103220</td>\n",
              "      <td>1.795510</td>\n",
              "      <td>0.658507</td>\n",
              "      <td>0.009138</td>\n",
              "      <td>-2.650731e+05</td>\n",
              "      <td>0.058477</td>\n",
              "      <td>0.030521</td>\n",
              "      <td>...</td>\n",
              "      <td>13.634171</td>\n",
              "      <td>161.601898</td>\n",
              "      <td>-15.650646</td>\n",
              "      <td>0.002813</td>\n",
              "      <td>0.002813</td>\n",
              "      <td>-0.043028</td>\n",
              "      <td>-0.001765</td>\n",
              "      <td>-0.029314</td>\n",
              "      <td>0.322787</td>\n",
              "      <td>0.012213</td>\n",
              "      <td>0.335761</td>\n",
              "      <td>0.044538</td>\n",
              "      <td>239752.187500</td>\n",
              "      <td>7517.321777</td>\n",
              "      <td>7503.989258</td>\n",
              "      <td>13.332520</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-141.220871</td>\n",
              "      <td>3260.838623</td>\n",
              "      <td>-3116.976074</td>\n",
              "      <td>-276.706207</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-436.216553</td>\n",
              "      <td>3263.895020</td>\n",
              "      <td>85609.171875</td>\n",
              "      <td>58783.527344</td>\n",
              "      <td>6.888723</td>\n",
              "      <td>159.286926</td>\n",
              "      <td>-23.706404</td>\n",
              "      <td>-0.003048</td>\n",
              "      <td>-0.003048</td>\n",
              "      <td>-0.079690</td>\n",
              "      <td>-0.045610</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.308859</td>\n",
              "      <td>-0.018393</td>\n",
              "      <td>-0.026191</td>\n",
              "      <td>0.0</td>\n",
              "      <td>55.957184</td>\n",
              "      <td>55.976383</td>\n",
              "      <td>-1.626221</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.515270</td>\n",
              "      <td>-6.938252</td>\n",
              "      <td>29.056967</td>\n",
              "      <td>0.716284</td>\n",
              "      <td>0.004880</td>\n",
              "      <td>0.006952</td>\n",
              "      <td>-2.192135e-07</td>\n",
              "      <td>-0.028567</td>\n",
              "      <td>0.963218</td>\n",
              "      <td>0.041037</td>\n",
              "      <td>0.086202</td>\n",
              "      <td>-7.195152</td>\n",
              "      <td>29.237328</td>\n",
              "      <td>-9.088693</td>\n",
              "      <td>-0.004665</td>\n",
              "      <td>0.007309</td>\n",
              "      <td>-3.013011e-06</td>\n",
              "      <td>3.111547e-07</td>\n",
              "      <td>-29999.976562</td>\n",
              "      <td>3562.810547</td>\n",
              "      <td>0.007243</td>\n",
              "      <td>0.101518</td>\n",
              "      <td>1.805188</td>\n",
              "      <td>0.662061</td>\n",
              "      <td>0.008474</td>\n",
              "      <td>-2.887745e+05</td>\n",
              "      <td>0.059014</td>\n",
              "      <td>0.030096</td>\n",
              "      <td>...</td>\n",
              "      <td>14.568897</td>\n",
              "      <td>167.494553</td>\n",
              "      <td>-16.566322</td>\n",
              "      <td>0.002802</td>\n",
              "      <td>0.002802</td>\n",
              "      <td>-0.040778</td>\n",
              "      <td>-0.001699</td>\n",
              "      <td>-0.029414</td>\n",
              "      <td>0.321993</td>\n",
              "      <td>0.013007</td>\n",
              "      <td>0.335819</td>\n",
              "      <td>0.043618</td>\n",
              "      <td>239781.250000</td>\n",
              "      <td>7560.318359</td>\n",
              "      <td>7546.549316</td>\n",
              "      <td>13.768766</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-146.058517</td>\n",
              "      <td>3334.775879</td>\n",
              "      <td>-3321.295898</td>\n",
              "      <td>-279.763092</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-472.244598</td>\n",
              "      <td>3337.972900</td>\n",
              "      <td>91399.164062</td>\n",
              "      <td>64981.667969</td>\n",
              "      <td>7.616233</td>\n",
              "      <td>165.254822</td>\n",
              "      <td>-24.770462</td>\n",
              "      <td>-0.003027</td>\n",
              "      <td>-0.003027</td>\n",
              "      <td>-0.074989</td>\n",
              "      <td>-0.043382</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.307458</td>\n",
              "      <td>-0.018374</td>\n",
              "      <td>-0.025984</td>\n",
              "      <td>0.0</td>\n",
              "      <td>57.957798</td>\n",
              "      <td>57.977371</td>\n",
              "      <td>-1.620069</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.500136</td>\n",
              "      <td>-7.300352</td>\n",
              "      <td>29.211052</td>\n",
              "      <td>0.726543</td>\n",
              "      <td>0.004593</td>\n",
              "      <td>0.006498</td>\n",
              "      <td>1.963726e-08</td>\n",
              "      <td>-0.027463</td>\n",
              "      <td>0.918799</td>\n",
              "      <td>0.037171</td>\n",
              "      <td>0.081913</td>\n",
              "      <td>-7.555223</td>\n",
              "      <td>29.391228</td>\n",
              "      <td>-9.078490</td>\n",
              "      <td>-0.004312</td>\n",
              "      <td>0.006898</td>\n",
              "      <td>-3.862963e-09</td>\n",
              "      <td>1.627569e-09</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>4139.362305</td>\n",
              "      <td>0.006249</td>\n",
              "      <td>0.099780</td>\n",
              "      <td>1.815697</td>\n",
              "      <td>0.665440</td>\n",
              "      <td>0.007919</td>\n",
              "      <td>-3.147012e+05</td>\n",
              "      <td>0.059551</td>\n",
              "      <td>0.029675</td>\n",
              "      <td>...</td>\n",
              "      <td>15.542242</td>\n",
              "      <td>173.382889</td>\n",
              "      <td>-17.554525</td>\n",
              "      <td>0.002792</td>\n",
              "      <td>0.002792</td>\n",
              "      <td>-0.038724</td>\n",
              "      <td>-0.001666</td>\n",
              "      <td>-0.029516</td>\n",
              "      <td>0.321185</td>\n",
              "      <td>0.013815</td>\n",
              "      <td>0.335879</td>\n",
              "      <td>0.042674</td>\n",
              "      <td>239805.859375</td>\n",
              "      <td>7592.792480</td>\n",
              "      <td>7578.102539</td>\n",
              "      <td>14.689847</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-153.351120</td>\n",
              "      <td>3403.027344</td>\n",
              "      <td>-3529.542480</td>\n",
              "      <td>-282.568970</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-509.391510</td>\n",
              "      <td>3406.480713</td>\n",
              "      <td>97292.351562</td>\n",
              "      <td>71313.148438</td>\n",
              "      <td>8.386422</td>\n",
              "      <td>171.212189</td>\n",
              "      <td>-25.931597</td>\n",
              "      <td>-0.003007</td>\n",
              "      <td>-0.003007</td>\n",
              "      <td>-0.070887</td>\n",
              "      <td>-0.041345</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.306028</td>\n",
              "      <td>-0.018353</td>\n",
              "      <td>-0.025774</td>\n",
              "      <td>0.0</td>\n",
              "      <td>59.958344</td>\n",
              "      <td>59.978268</td>\n",
              "      <td>-1.614811</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.485940</td>\n",
              "      <td>-7.682332</td>\n",
              "      <td>29.361338</td>\n",
              "      <td>0.737006</td>\n",
              "      <td>0.004331</td>\n",
              "      <td>0.006085</td>\n",
              "      <td>1.899513e-08</td>\n",
              "      <td>-0.026448</td>\n",
              "      <td>0.880228</td>\n",
              "      <td>0.033814</td>\n",
              "      <td>0.078053</td>\n",
              "      <td>-7.935150</td>\n",
              "      <td>29.541307</td>\n",
              "      <td>-9.068084</td>\n",
              "      <td>-0.004005</td>\n",
              "      <td>0.006527</td>\n",
              "      <td>3.026321e-09</td>\n",
              "      <td>-2.399261e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>4774.719727</td>\n",
              "      <td>0.005231</td>\n",
              "      <td>0.098008</td>\n",
              "      <td>1.826707</td>\n",
              "      <td>0.668685</td>\n",
              "      <td>0.007441</td>\n",
              "      <td>-3.425907e+05</td>\n",
              "      <td>0.060078</td>\n",
              "      <td>0.029263</td>\n",
              "      <td>...</td>\n",
              "      <td>16.554260</td>\n",
              "      <td>179.269333</td>\n",
              "      <td>-18.594645</td>\n",
              "      <td>0.002781</td>\n",
              "      <td>0.002781</td>\n",
              "      <td>-0.036851</td>\n",
              "      <td>-0.001637</td>\n",
              "      <td>-0.029621</td>\n",
              "      <td>0.320364</td>\n",
              "      <td>0.014636</td>\n",
              "      <td>0.335942</td>\n",
              "      <td>0.041707</td>\n",
              "      <td>239826.796875</td>\n",
              "      <td>7618.143066</td>\n",
              "      <td>7602.479980</td>\n",
              "      <td>15.663404</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-160.771393</td>\n",
              "      <td>3466.329590</td>\n",
              "      <td>-3741.301025</td>\n",
              "      <td>-285.166962</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-547.409363</td>\n",
              "      <td>3470.055908</td>\n",
              "      <td>103273.304688</td>\n",
              "      <td>77747.500000</td>\n",
              "      <td>9.199394</td>\n",
              "      <td>177.163605</td>\n",
              "      <td>-27.158150</td>\n",
              "      <td>-0.002986</td>\n",
              "      <td>-0.002986</td>\n",
              "      <td>-0.067243</td>\n",
              "      <td>-0.039485</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.304570</td>\n",
              "      <td>-0.018330</td>\n",
              "      <td>-0.025563</td>\n",
              "      <td>0.0</td>\n",
              "      <td>61.958824</td>\n",
              "      <td>61.979073</td>\n",
              "      <td>-1.610723</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.472625</td>\n",
              "      <td>-8.079557</td>\n",
              "      <td>29.509853</td>\n",
              "      <td>0.747589</td>\n",
              "      <td>0.004092</td>\n",
              "      <td>0.005709</td>\n",
              "      <td>1.777427e-08</td>\n",
              "      <td>-0.025518</td>\n",
              "      <td>0.846305</td>\n",
              "      <td>0.030861</td>\n",
              "      <td>0.074521</td>\n",
              "      <td>-8.330305</td>\n",
              "      <td>29.689600</td>\n",
              "      <td>-9.057559</td>\n",
              "      <td>-0.003735</td>\n",
              "      <td>0.006188</td>\n",
              "      <td>3.162114e-09</td>\n",
              "      <td>-2.518004e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>5468.964355</td>\n",
              "      <td>0.004189</td>\n",
              "      <td>0.096206</td>\n",
              "      <td>1.838039</td>\n",
              "      <td>0.671819</td>\n",
              "      <td>0.007016</td>\n",
              "      <td>-3.723180e+05</td>\n",
              "      <td>0.060589</td>\n",
              "      <td>0.028867</td>\n",
              "      <td>...</td>\n",
              "      <td>17.604233</td>\n",
              "      <td>185.154800</td>\n",
              "      <td>-19.675615</td>\n",
              "      <td>0.002772</td>\n",
              "      <td>0.002772</td>\n",
              "      <td>-0.035144</td>\n",
              "      <td>-0.001602</td>\n",
              "      <td>-0.029728</td>\n",
              "      <td>0.319533</td>\n",
              "      <td>0.015467</td>\n",
              "      <td>0.336006</td>\n",
              "      <td>0.040719</td>\n",
              "      <td>239844.687500</td>\n",
              "      <td>7638.895020</td>\n",
              "      <td>7622.411621</td>\n",
              "      <td>16.483244</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-167.253998</td>\n",
              "      <td>3525.161865</td>\n",
              "      <td>-3955.925781</td>\n",
              "      <td>-287.591675</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-586.117798</td>\n",
              "      <td>3529.127441</td>\n",
              "      <td>109318.632812</td>\n",
              "      <td>84251.515625</td>\n",
              "      <td>10.054428</td>\n",
              "      <td>183.110977</td>\n",
              "      <td>-28.433472</td>\n",
              "      <td>-0.002966</td>\n",
              "      <td>-0.002966</td>\n",
              "      <td>-0.063960</td>\n",
              "      <td>-0.037788</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.303090</td>\n",
              "      <td>-0.018305</td>\n",
              "      <td>-0.025351</td>\n",
              "      <td>0.0</td>\n",
              "      <td>63.959240</td>\n",
              "      <td>63.979797</td>\n",
              "      <td>-1.607955</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.460124</td>\n",
              "      <td>-8.486616</td>\n",
              "      <td>29.657463</td>\n",
              "      <td>0.758172</td>\n",
              "      <td>0.003873</td>\n",
              "      <td>0.005366</td>\n",
              "      <td>1.665069e-08</td>\n",
              "      <td>-0.024667</td>\n",
              "      <td>0.816183</td>\n",
              "      <td>0.028240</td>\n",
              "      <td>0.071246</td>\n",
              "      <td>-8.735286</td>\n",
              "      <td>29.836967</td>\n",
              "      <td>-9.047032</td>\n",
              "      <td>-0.003495</td>\n",
              "      <td>0.005873</td>\n",
              "      <td>3.163839e-09</td>\n",
              "      <td>-2.699593e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>6221.824707</td>\n",
              "      <td>0.003126</td>\n",
              "      <td>0.094380</td>\n",
              "      <td>1.849503</td>\n",
              "      <td>0.674856</td>\n",
              "      <td>0.006630</td>\n",
              "      <td>-4.036935e+05</td>\n",
              "      <td>0.061078</td>\n",
              "      <td>0.028496</td>\n",
              "      <td>...</td>\n",
              "      <td>18.691250</td>\n",
              "      <td>191.040710</td>\n",
              "      <td>-20.784307</td>\n",
              "      <td>0.002762</td>\n",
              "      <td>0.002762</td>\n",
              "      <td>-0.033588</td>\n",
              "      <td>-0.001548</td>\n",
              "      <td>-0.029839</td>\n",
              "      <td>0.318696</td>\n",
              "      <td>0.016304</td>\n",
              "      <td>0.336072</td>\n",
              "      <td>0.039712</td>\n",
              "      <td>239860.046875</td>\n",
              "      <td>7656.566895</td>\n",
              "      <td>7639.720703</td>\n",
              "      <td>16.846004</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-171.280884</td>\n",
              "      <td>3579.859863</td>\n",
              "      <td>-4172.766113</td>\n",
              "      <td>-289.873352</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-625.297241</td>\n",
              "      <td>3583.955078</td>\n",
              "      <td>115404.820312</td>\n",
              "      <td>90795.070312</td>\n",
              "      <td>10.950635</td>\n",
              "      <td>189.056778</td>\n",
              "      <td>-29.738379</td>\n",
              "      <td>-0.002946</td>\n",
              "      <td>-0.002946</td>\n",
              "      <td>-0.060971</td>\n",
              "      <td>-0.036239</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.301558</td>\n",
              "      <td>-0.018279</td>\n",
              "      <td>-0.025101</td>\n",
              "      <td>0.0</td>\n",
              "      <td>65.959763</td>\n",
              "      <td>65.980545</td>\n",
              "      <td>-1.602472</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.448329</td>\n",
              "      <td>-8.714884</td>\n",
              "      <td>29.796879</td>\n",
              "      <td>0.763550</td>\n",
              "      <td>0.003672</td>\n",
              "      <td>0.005044</td>\n",
              "      <td>1.559641e-08</td>\n",
              "      <td>-0.023827</td>\n",
              "      <td>0.790863</td>\n",
              "      <td>0.026035</td>\n",
              "      <td>0.068349</td>\n",
              "      <td>-8.961095</td>\n",
              "      <td>29.976130</td>\n",
              "      <td>-9.041721</td>\n",
              "      <td>-0.003293</td>\n",
              "      <td>0.005594</td>\n",
              "      <td>3.163731e-09</td>\n",
              "      <td>-2.986560e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>6994.809082</td>\n",
              "      <td>0.002087</td>\n",
              "      <td>0.092440</td>\n",
              "      <td>1.855337</td>\n",
              "      <td>0.677803</td>\n",
              "      <td>0.006318</td>\n",
              "      <td>-4.275112e+05</td>\n",
              "      <td>0.061520</td>\n",
              "      <td>0.028147</td>\n",
              "      <td>...</td>\n",
              "      <td>19.842518</td>\n",
              "      <td>197.003464</td>\n",
              "      <td>-21.457367</td>\n",
              "      <td>0.002753</td>\n",
              "      <td>0.002753</td>\n",
              "      <td>-0.032107</td>\n",
              "      <td>-0.000883</td>\n",
              "      <td>-0.029961</td>\n",
              "      <td>0.317818</td>\n",
              "      <td>0.017182</td>\n",
              "      <td>0.336142</td>\n",
              "      <td>0.038630</td>\n",
              "      <td>239873.765625</td>\n",
              "      <td>7654.474121</td>\n",
              "      <td>7648.487793</td>\n",
              "      <td>5.986673</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-103.397507</td>\n",
              "      <td>3632.099121</td>\n",
              "      <td>-4399.951172</td>\n",
              "      <td>-292.155090</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-661.707581</td>\n",
              "      <td>3633.570557</td>\n",
              "      <td>121788.921875</td>\n",
              "      <td>97622.335938</td>\n",
              "      <td>11.917645</td>\n",
              "      <td>195.116699</td>\n",
              "      <td>-30.413227</td>\n",
              "      <td>-0.002926</td>\n",
              "      <td>-0.002926</td>\n",
              "      <td>-0.058325</td>\n",
              "      <td>-0.034762</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.300044</td>\n",
              "      <td>-0.018252</td>\n",
              "      <td>-0.024895</td>\n",
              "      <td>0.0</td>\n",
              "      <td>67.960030</td>\n",
              "      <td>67.981094</td>\n",
              "      <td>-1.603282</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.437241</td>\n",
              "      <td>-9.150531</td>\n",
              "      <td>29.942940</td>\n",
              "      <td>0.774451</td>\n",
              "      <td>0.003487</td>\n",
              "      <td>0.004758</td>\n",
              "      <td>1.466584e-08</td>\n",
              "      <td>-0.023129</td>\n",
              "      <td>0.766260</td>\n",
              "      <td>0.023894</td>\n",
              "      <td>0.065409</td>\n",
              "      <td>-9.394724</td>\n",
              "      <td>30.121923</td>\n",
              "      <td>-9.030876</td>\n",
              "      <td>-0.003098</td>\n",
              "      <td>0.005311</td>\n",
              "      <td>3.310684e-09</td>\n",
              "      <td>-3.200337e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>7866.136230</td>\n",
              "      <td>0.000979</td>\n",
              "      <td>0.090591</td>\n",
              "      <td>1.867382</td>\n",
              "      <td>0.680673</td>\n",
              "      <td>0.005975</td>\n",
              "      <td>-4.624852e+05</td>\n",
              "      <td>0.061967</td>\n",
              "      <td>0.027874</td>\n",
              "      <td>...</td>\n",
              "      <td>20.996599</td>\n",
              "      <td>202.884613</td>\n",
              "      <td>-22.641256</td>\n",
              "      <td>0.002745</td>\n",
              "      <td>0.002745</td>\n",
              "      <td>-0.030823</td>\n",
              "      <td>-0.000867</td>\n",
              "      <td>-0.030077</td>\n",
              "      <td>0.316980</td>\n",
              "      <td>0.018020</td>\n",
              "      <td>0.336213</td>\n",
              "      <td>0.037598</td>\n",
              "      <td>239885.093750</td>\n",
              "      <td>7670.908203</td>\n",
              "      <td>7664.646484</td>\n",
              "      <td>6.261919</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-106.876099</td>\n",
              "      <td>3678.786377</td>\n",
              "      <td>-4618.027344</td>\n",
              "      <td>-294.203918</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-701.702087</td>\n",
              "      <td>3680.338623</td>\n",
              "      <td>127842.906250</td>\n",
              "      <td>104122.742188</td>\n",
              "      <td>12.889235</td>\n",
              "      <td>201.048935</td>\n",
              "      <td>-31.810646</td>\n",
              "      <td>-0.002907</td>\n",
              "      <td>-0.002907</td>\n",
              "      <td>-0.055763</td>\n",
              "      <td>-0.033480</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>30</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.298521</td>\n",
              "      <td>-0.018223</td>\n",
              "      <td>-0.024696</td>\n",
              "      <td>0.0</td>\n",
              "      <td>69.960236</td>\n",
              "      <td>69.981575</td>\n",
              "      <td>-1.605921</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.426753</td>\n",
              "      <td>-9.601689</td>\n",
              "      <td>30.087070</td>\n",
              "      <td>0.785560</td>\n",
              "      <td>0.003317</td>\n",
              "      <td>0.004497</td>\n",
              "      <td>1.383837e-08</td>\n",
              "      <td>-0.022497</td>\n",
              "      <td>0.743873</td>\n",
              "      <td>0.021945</td>\n",
              "      <td>0.062587</td>\n",
              "      <td>-9.843937</td>\n",
              "      <td>30.265776</td>\n",
              "      <td>-9.019820</td>\n",
              "      <td>-0.002920</td>\n",
              "      <td>0.005040</td>\n",
              "      <td>3.788082e-09</td>\n",
              "      <td>-4.119961e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>8798.414062</td>\n",
              "      <td>-0.000154</td>\n",
              "      <td>0.088744</td>\n",
              "      <td>1.879710</td>\n",
              "      <td>0.683455</td>\n",
              "      <td>0.005646</td>\n",
              "      <td>-4.995592e+05</td>\n",
              "      <td>0.062390</td>\n",
              "      <td>0.027683</td>\n",
              "      <td>...</td>\n",
              "      <td>22.179024</td>\n",
              "      <td>208.762207</td>\n",
              "      <td>-23.867472</td>\n",
              "      <td>0.002738</td>\n",
              "      <td>0.002738</td>\n",
              "      <td>-0.029653</td>\n",
              "      <td>-0.000857</td>\n",
              "      <td>-0.030195</td>\n",
              "      <td>0.316148</td>\n",
              "      <td>0.018852</td>\n",
              "      <td>0.336285</td>\n",
              "      <td>0.036563</td>\n",
              "      <td>239894.875000</td>\n",
              "      <td>7687.807129</td>\n",
              "      <td>7681.193359</td>\n",
              "      <td>6.613424</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-110.882607</td>\n",
              "      <td>3721.590088</td>\n",
              "      <td>-4835.007324</td>\n",
              "      <td>-296.161560</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-741.642822</td>\n",
              "      <td>3723.241699</td>\n",
              "      <td>133825.343750</td>\n",
              "      <td>110544.062500</td>\n",
              "      <td>13.893170</td>\n",
              "      <td>206.974808</td>\n",
              "      <td>-33.256580</td>\n",
              "      <td>-0.002889</td>\n",
              "      <td>-0.002889</td>\n",
              "      <td>-0.053369</td>\n",
              "      <td>-0.032313</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>31</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.296993</td>\n",
              "      <td>-0.018195</td>\n",
              "      <td>-0.024509</td>\n",
              "      <td>0.0</td>\n",
              "      <td>71.960373</td>\n",
              "      <td>71.981987</td>\n",
              "      <td>-1.610435</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.416796</td>\n",
              "      <td>-10.066501</td>\n",
              "      <td>30.227850</td>\n",
              "      <td>0.796864</td>\n",
              "      <td>0.003159</td>\n",
              "      <td>0.004257</td>\n",
              "      <td>1.305768e-08</td>\n",
              "      <td>-0.021926</td>\n",
              "      <td>0.723407</td>\n",
              "      <td>0.020162</td>\n",
              "      <td>0.059860</td>\n",
              "      <td>-10.306909</td>\n",
              "      <td>30.406279</td>\n",
              "      <td>-9.008566</td>\n",
              "      <td>-0.002757</td>\n",
              "      <td>0.004778</td>\n",
              "      <td>3.898939e-09</td>\n",
              "      <td>-4.422691e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>9791.563477</td>\n",
              "      <td>-0.001313</td>\n",
              "      <td>0.086910</td>\n",
              "      <td>1.892266</td>\n",
              "      <td>0.686137</td>\n",
              "      <td>0.005327</td>\n",
              "      <td>-5.387039e+05</td>\n",
              "      <td>0.062787</td>\n",
              "      <td>0.027611</td>\n",
              "      <td>...</td>\n",
              "      <td>23.386320</td>\n",
              "      <td>214.636581</td>\n",
              "      <td>-25.131756</td>\n",
              "      <td>0.002732</td>\n",
              "      <td>0.002732</td>\n",
              "      <td>-0.028588</td>\n",
              "      <td>-0.000849</td>\n",
              "      <td>-0.030315</td>\n",
              "      <td>0.315327</td>\n",
              "      <td>0.019673</td>\n",
              "      <td>0.336360</td>\n",
              "      <td>0.035528</td>\n",
              "      <td>239903.328125</td>\n",
              "      <td>7705.274414</td>\n",
              "      <td>7698.293457</td>\n",
              "      <td>6.981218</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-114.881958</td>\n",
              "      <td>3760.437988</td>\n",
              "      <td>-5049.716797</td>\n",
              "      <td>-298.042450</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-781.196777</td>\n",
              "      <td>3762.192383</td>\n",
              "      <td>139699.421875</td>\n",
              "      <td>116849.382812</td>\n",
              "      <td>14.925717</td>\n",
              "      <td>212.895248</td>\n",
              "      <td>-34.744137</td>\n",
              "      <td>-0.002872</td>\n",
              "      <td>-0.002872</td>\n",
              "      <td>-0.051116</td>\n",
              "      <td>-0.031248</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>32</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.295463</td>\n",
              "      <td>-0.018166</td>\n",
              "      <td>-0.024332</td>\n",
              "      <td>0.0</td>\n",
              "      <td>73.960442</td>\n",
              "      <td>73.982338</td>\n",
              "      <td>-1.616522</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.407296</td>\n",
              "      <td>-10.528740</td>\n",
              "      <td>30.362612</td>\n",
              "      <td>0.807907</td>\n",
              "      <td>0.003012</td>\n",
              "      <td>0.004035</td>\n",
              "      <td>1.232673e-08</td>\n",
              "      <td>-0.021408</td>\n",
              "      <td>0.704713</td>\n",
              "      <td>0.018531</td>\n",
              "      <td>0.057219</td>\n",
              "      <td>-10.767409</td>\n",
              "      <td>30.540760</td>\n",
              "      <td>-8.997571</td>\n",
              "      <td>-0.002608</td>\n",
              "      <td>0.004524</td>\n",
              "      <td>3.789089e-09</td>\n",
              "      <td>-5.008461e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>10841.145508</td>\n",
              "      <td>-0.002494</td>\n",
              "      <td>0.085091</td>\n",
              "      <td>1.904588</td>\n",
              "      <td>0.688720</td>\n",
              "      <td>0.005019</td>\n",
              "      <td>-5.790883e+05</td>\n",
              "      <td>0.063157</td>\n",
              "      <td>0.027706</td>\n",
              "      <td>...</td>\n",
              "      <td>24.617075</td>\n",
              "      <td>220.514008</td>\n",
              "      <td>-26.393944</td>\n",
              "      <td>0.002727</td>\n",
              "      <td>0.002727</td>\n",
              "      <td>-0.027613</td>\n",
              "      <td>-0.000800</td>\n",
              "      <td>-0.030437</td>\n",
              "      <td>0.314520</td>\n",
              "      <td>0.020480</td>\n",
              "      <td>0.336436</td>\n",
              "      <td>0.034494</td>\n",
              "      <td>239910.703125</td>\n",
              "      <td>7721.772461</td>\n",
              "      <td>7715.118164</td>\n",
              "      <td>6.654234</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-112.981895</td>\n",
              "      <td>3795.305664</td>\n",
              "      <td>-5261.825195</td>\n",
              "      <td>-299.857117</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-819.857117</td>\n",
              "      <td>3796.987061</td>\n",
              "      <td>145454.406250</td>\n",
              "      <td>123028.867188</td>\n",
              "      <td>15.985930</td>\n",
              "      <td>218.819412</td>\n",
              "      <td>-36.216869</td>\n",
              "      <td>-0.002855</td>\n",
              "      <td>-0.002855</td>\n",
              "      <td>-0.048992</td>\n",
              "      <td>-0.030273</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>33</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.293925</td>\n",
              "      <td>-0.018136</td>\n",
              "      <td>-0.024155</td>\n",
              "      <td>0.0</td>\n",
              "      <td>75.960503</td>\n",
              "      <td>75.982666</td>\n",
              "      <td>-1.623160</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.398174</td>\n",
              "      <td>-10.931381</td>\n",
              "      <td>30.486834</td>\n",
              "      <td>0.817104</td>\n",
              "      <td>0.002873</td>\n",
              "      <td>0.003829</td>\n",
              "      <td>1.164388e-08</td>\n",
              "      <td>-0.020924</td>\n",
              "      <td>0.687890</td>\n",
              "      <td>0.017062</td>\n",
              "      <td>0.054689</td>\n",
              "      <td>-11.168316</td>\n",
              "      <td>30.664684</td>\n",
              "      <td>-8.988421</td>\n",
              "      <td>-0.002474</td>\n",
              "      <td>0.004281</td>\n",
              "      <td>3.683617e-09</td>\n",
              "      <td>-5.511804e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>11931.088867</td>\n",
              "      <td>-0.003684</td>\n",
              "      <td>0.083264</td>\n",
              "      <td>1.915077</td>\n",
              "      <td>0.691215</td>\n",
              "      <td>0.004728</td>\n",
              "      <td>-6.174807e+05</td>\n",
              "      <td>0.063494</td>\n",
              "      <td>0.028052</td>\n",
              "      <td>...</td>\n",
              "      <td>25.877357</td>\n",
              "      <td>226.417664</td>\n",
              "      <td>-27.510868</td>\n",
              "      <td>0.002722</td>\n",
              "      <td>0.002722</td>\n",
              "      <td>-0.026705</td>\n",
              "      <td>-0.000573</td>\n",
              "      <td>-0.030561</td>\n",
              "      <td>0.313718</td>\n",
              "      <td>0.021282</td>\n",
              "      <td>0.336516</td>\n",
              "      <td>0.033446</td>\n",
              "      <td>239917.203125</td>\n",
              "      <td>7732.838867</td>\n",
              "      <td>7729.193359</td>\n",
              "      <td>3.645528</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-84.161110</td>\n",
              "      <td>3826.339844</td>\n",
              "      <td>-5473.150879</td>\n",
              "      <td>-301.634705</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-856.687927</td>\n",
              "      <td>3827.265381</td>\n",
              "      <td>151141.406250</td>\n",
              "      <td>129136.289062</td>\n",
              "      <td>17.081291</td>\n",
              "      <td>224.778992</td>\n",
              "      <td>-37.478790</td>\n",
              "      <td>-0.002839</td>\n",
              "      <td>-0.002839</td>\n",
              "      <td>-0.047001</td>\n",
              "      <td>-0.029365</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>34</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.292415</td>\n",
              "      <td>-0.018103</td>\n",
              "      <td>-0.024018</td>\n",
              "      <td>0.0</td>\n",
              "      <td>77.960411</td>\n",
              "      <td>77.982903</td>\n",
              "      <td>-1.633139</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.389391</td>\n",
              "      <td>-11.432354</td>\n",
              "      <td>30.603428</td>\n",
              "      <td>0.828763</td>\n",
              "      <td>0.002743</td>\n",
              "      <td>0.003641</td>\n",
              "      <td>1.103743e-08</td>\n",
              "      <td>-0.020507</td>\n",
              "      <td>0.671859</td>\n",
              "      <td>0.015661</td>\n",
              "      <td>0.052138</td>\n",
              "      <td>-11.667953</td>\n",
              "      <td>30.780958</td>\n",
              "      <td>-8.976801</td>\n",
              "      <td>-0.002346</td>\n",
              "      <td>0.004036</td>\n",
              "      <td>3.917060e-09</td>\n",
              "      <td>-6.385246e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>13100.101562</td>\n",
              "      <td>-0.004926</td>\n",
              "      <td>0.081532</td>\n",
              "      <td>1.928308</td>\n",
              "      <td>0.693589</td>\n",
              "      <td>0.004426</td>\n",
              "      <td>-6.627686e+05</td>\n",
              "      <td>0.063811</td>\n",
              "      <td>0.028737</td>\n",
              "      <td>...</td>\n",
              "      <td>27.132549</td>\n",
              "      <td>232.282654</td>\n",
              "      <td>-28.879131</td>\n",
              "      <td>0.002719</td>\n",
              "      <td>0.002719</td>\n",
              "      <td>-0.025893</td>\n",
              "      <td>-0.000569</td>\n",
              "      <td>-0.030678</td>\n",
              "      <td>0.312961</td>\n",
              "      <td>0.022039</td>\n",
              "      <td>0.336596</td>\n",
              "      <td>0.032446</td>\n",
              "      <td>239922.734375</td>\n",
              "      <td>7748.888672</td>\n",
              "      <td>7745.052734</td>\n",
              "      <td>3.835985</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-86.769447</td>\n",
              "      <td>3852.291016</td>\n",
              "      <td>-5674.281250</td>\n",
              "      <td>-303.263794</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-893.121460</td>\n",
              "      <td>3853.268066</td>\n",
              "      <td>156488.906250</td>\n",
              "      <td>134900.578125</td>\n",
              "      <td>18.174715</td>\n",
              "      <td>230.684830</td>\n",
              "      <td>-39.072464</td>\n",
              "      <td>-0.002825</td>\n",
              "      <td>-0.002825</td>\n",
              "      <td>-0.045067</td>\n",
              "      <td>-0.028553</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>35</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.290924</td>\n",
              "      <td>-0.018066</td>\n",
              "      <td>-0.023908</td>\n",
              "      <td>0.0</td>\n",
              "      <td>79.960236</td>\n",
              "      <td>79.983093</td>\n",
              "      <td>-1.644772</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.380864</td>\n",
              "      <td>-11.946827</td>\n",
              "      <td>30.705709</td>\n",
              "      <td>0.840511</td>\n",
              "      <td>0.002619</td>\n",
              "      <td>0.003467</td>\n",
              "      <td>1.044484e-08</td>\n",
              "      <td>-0.020132</td>\n",
              "      <td>0.657020</td>\n",
              "      <td>0.014362</td>\n",
              "      <td>0.049626</td>\n",
              "      <td>-12.181337</td>\n",
              "      <td>30.882877</td>\n",
              "      <td>-8.965085</td>\n",
              "      <td>-0.002228</td>\n",
              "      <td>0.003796</td>\n",
              "      <td>3.629477e-09</td>\n",
              "      <td>-6.945978e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>14324.463867</td>\n",
              "      <td>-0.006199</td>\n",
              "      <td>0.079861</td>\n",
              "      <td>1.941849</td>\n",
              "      <td>0.695848</td>\n",
              "      <td>0.004128</td>\n",
              "      <td>-7.103478e+05</td>\n",
              "      <td>0.064100</td>\n",
              "      <td>0.029932</td>\n",
              "      <td>...</td>\n",
              "      <td>28.391844</td>\n",
              "      <td>238.143616</td>\n",
              "      <td>-30.287271</td>\n",
              "      <td>0.002717</td>\n",
              "      <td>0.002717</td>\n",
              "      <td>-0.025147</td>\n",
              "      <td>-0.000567</td>\n",
              "      <td>-0.030789</td>\n",
              "      <td>0.312235</td>\n",
              "      <td>0.022765</td>\n",
              "      <td>0.336679</td>\n",
              "      <td>0.031472</td>\n",
              "      <td>239927.531250</td>\n",
              "      <td>7762.384277</td>\n",
              "      <td>7758.354492</td>\n",
              "      <td>4.029919</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-89.289619</td>\n",
              "      <td>3873.329102</td>\n",
              "      <td>-5868.298828</td>\n",
              "      <td>-304.776337</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-927.710815</td>\n",
              "      <td>3874.358154</td>\n",
              "      <td>161591.531250</td>\n",
              "      <td>140420.500000</td>\n",
              "      <td>19.277340</td>\n",
              "      <td>236.585632</td>\n",
              "      <td>-40.704651</td>\n",
              "      <td>-0.002813</td>\n",
              "      <td>-0.002813</td>\n",
              "      <td>-0.043215</td>\n",
              "      <td>-0.027807</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>36</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.289455</td>\n",
              "      <td>-0.018023</td>\n",
              "      <td>-0.023819</td>\n",
              "      <td>0.0</td>\n",
              "      <td>81.959991</td>\n",
              "      <td>81.983246</td>\n",
              "      <td>-1.657474</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.372522</td>\n",
              "      <td>-12.450331</td>\n",
              "      <td>30.788921</td>\n",
              "      <td>0.851615</td>\n",
              "      <td>0.002499</td>\n",
              "      <td>0.003305</td>\n",
              "      <td>9.880648e-09</td>\n",
              "      <td>-0.019788</td>\n",
              "      <td>0.643419</td>\n",
              "      <td>0.013170</td>\n",
              "      <td>0.047170</td>\n",
              "      <td>-12.683972</td>\n",
              "      <td>30.965662</td>\n",
              "      <td>-8.954010</td>\n",
              "      <td>-0.002120</td>\n",
              "      <td>0.003561</td>\n",
              "      <td>3.335804e-09</td>\n",
              "      <td>-7.458034e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>15590.661133</td>\n",
              "      <td>-0.007493</td>\n",
              "      <td>0.078247</td>\n",
              "      <td>1.955070</td>\n",
              "      <td>0.697991</td>\n",
              "      <td>0.003839</td>\n",
              "      <td>-7.587877e+05</td>\n",
              "      <td>0.064358</td>\n",
              "      <td>0.031940</td>\n",
              "      <td>...</td>\n",
              "      <td>29.654346</td>\n",
              "      <td>244.011047</td>\n",
              "      <td>-31.674000</td>\n",
              "      <td>0.002715</td>\n",
              "      <td>0.002715</td>\n",
              "      <td>-0.024454</td>\n",
              "      <td>-0.000506</td>\n",
              "      <td>-0.030891</td>\n",
              "      <td>0.311540</td>\n",
              "      <td>0.023460</td>\n",
              "      <td>0.336764</td>\n",
              "      <td>0.030520</td>\n",
              "      <td>239931.734375</td>\n",
              "      <td>7769.989746</td>\n",
              "      <td>7766.590332</td>\n",
              "      <td>3.399317</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-82.248528</td>\n",
              "      <td>3889.196045</td>\n",
              "      <td>-6055.437012</td>\n",
              "      <td>-306.165161</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-959.811584</td>\n",
              "      <td>3890.065674</td>\n",
              "      <td>166459.812500</td>\n",
              "      <td>145710.718750</td>\n",
              "      <td>20.389349</td>\n",
              "      <td>242.495483</td>\n",
              "      <td>-42.291130</td>\n",
              "      <td>-0.002801</td>\n",
              "      <td>-0.002801</td>\n",
              "      <td>-0.041450</td>\n",
              "      <td>-0.027115</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>37</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.288019</td>\n",
              "      <td>-0.017971</td>\n",
              "      <td>-0.023746</td>\n",
              "      <td>0.0</td>\n",
              "      <td>83.959709</td>\n",
              "      <td>83.983383</td>\n",
              "      <td>-1.670723</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.364294</td>\n",
              "      <td>-12.941077</td>\n",
              "      <td>30.848040</td>\n",
              "      <td>0.861840</td>\n",
              "      <td>0.002383</td>\n",
              "      <td>0.003151</td>\n",
              "      <td>9.331761e-09</td>\n",
              "      <td>-0.019467</td>\n",
              "      <td>0.631178</td>\n",
              "      <td>0.012096</td>\n",
              "      <td>0.044808</td>\n",
              "      <td>-13.174005</td>\n",
              "      <td>31.024277</td>\n",
              "      <td>-8.943810</td>\n",
              "      <td>-0.002023</td>\n",
              "      <td>0.003336</td>\n",
              "      <td>2.959866e-09</td>\n",
              "      <td>-7.772781e-10</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>16872.181641</td>\n",
              "      <td>-0.008786</td>\n",
              "      <td>0.076692</td>\n",
              "      <td>1.968008</td>\n",
              "      <td>0.700006</td>\n",
              "      <td>0.003568</td>\n",
              "      <td>-8.079276e+05</td>\n",
              "      <td>0.064580</td>\n",
              "      <td>0.035372</td>\n",
              "      <td>...</td>\n",
              "      <td>30.918634</td>\n",
              "      <td>249.887650</td>\n",
              "      <td>-33.035175</td>\n",
              "      <td>0.002715</td>\n",
              "      <td>0.002715</td>\n",
              "      <td>-0.023802</td>\n",
              "      <td>-0.000379</td>\n",
              "      <td>-0.030985</td>\n",
              "      <td>0.310875</td>\n",
              "      <td>0.024125</td>\n",
              "      <td>0.336851</td>\n",
              "      <td>0.029590</td>\n",
              "      <td>239935.437500</td>\n",
              "      <td>7768.953613</td>\n",
              "      <td>7766.948242</td>\n",
              "      <td>2.005073</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-63.293114</td>\n",
              "      <td>3899.583740</td>\n",
              "      <td>-6235.925781</td>\n",
              "      <td>-307.420288</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-989.167175</td>\n",
              "      <td>3900.097412</td>\n",
              "      <td>171101.859375</td>\n",
              "      <td>150785.515625</td>\n",
              "      <td>21.510204</td>\n",
              "      <td>248.417755</td>\n",
              "      <td>-43.825390</td>\n",
              "      <td>-0.002790</td>\n",
              "      <td>-0.002790</td>\n",
              "      <td>-0.039792</td>\n",
              "      <td>-0.026464</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>38</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.286673</td>\n",
              "      <td>-0.017913</td>\n",
              "      <td>-0.023627</td>\n",
              "      <td>0.0</td>\n",
              "      <td>85.959534</td>\n",
              "      <td>85.983536</td>\n",
              "      <td>-1.682754</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.356042</td>\n",
              "      <td>-13.540679</td>\n",
              "      <td>30.873903</td>\n",
              "      <td>0.873155</td>\n",
              "      <td>0.002269</td>\n",
              "      <td>0.002994</td>\n",
              "      <td>7.571202e-09</td>\n",
              "      <td>-0.019147</td>\n",
              "      <td>0.621653</td>\n",
              "      <td>0.011258</td>\n",
              "      <td>0.042830</td>\n",
              "      <td>-13.772439</td>\n",
              "      <td>31.049578</td>\n",
              "      <td>-8.932534</td>\n",
              "      <td>-0.001947</td>\n",
              "      <td>0.003147</td>\n",
              "      <td>4.382107e-09</td>\n",
              "      <td>1.765358e-08</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>18001.539062</td>\n",
              "      <td>-0.009898</td>\n",
              "      <td>0.075151</td>\n",
              "      <td>1.984113</td>\n",
              "      <td>0.701812</td>\n",
              "      <td>0.003374</td>\n",
              "      <td>-8.654816e+05</td>\n",
              "      <td>0.064738</td>\n",
              "      <td>0.041906</td>\n",
              "      <td>...</td>\n",
              "      <td>32.198860</td>\n",
              "      <td>255.737442</td>\n",
              "      <td>-34.683491</td>\n",
              "      <td>0.002714</td>\n",
              "      <td>0.002714</td>\n",
              "      <td>-0.023168</td>\n",
              "      <td>-0.000373</td>\n",
              "      <td>-0.031073</td>\n",
              "      <td>0.310216</td>\n",
              "      <td>0.024784</td>\n",
              "      <td>0.336940</td>\n",
              "      <td>0.028664</td>\n",
              "      <td>239938.812500</td>\n",
              "      <td>7753.798828</td>\n",
              "      <td>7751.749512</td>\n",
              "      <td>2.049317</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-64.103676</td>\n",
              "      <td>3904.879395</td>\n",
              "      <td>-6415.355957</td>\n",
              "      <td>-308.604095</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-1018.176514</td>\n",
              "      <td>3905.405518</td>\n",
              "      <td>175655.500000</td>\n",
              "      <td>155801.437500</td>\n",
              "      <td>22.654007</td>\n",
              "      <td>254.306305</td>\n",
              "      <td>-45.716869</td>\n",
              "      <td>-0.002780</td>\n",
              "      <td>-0.002780</td>\n",
              "      <td>-0.038432</td>\n",
              "      <td>-0.025830</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>39</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.285480</td>\n",
              "      <td>-0.017863</td>\n",
              "      <td>-0.023268</td>\n",
              "      <td>0.0</td>\n",
              "      <td>87.960022</td>\n",
              "      <td>87.983833</td>\n",
              "      <td>-1.686622</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.347706</td>\n",
              "      <td>-14.262924</td>\n",
              "      <td>30.860220</td>\n",
              "      <td>0.883283</td>\n",
              "      <td>0.002158</td>\n",
              "      <td>0.002812</td>\n",
              "      <td>7.514583e-09</td>\n",
              "      <td>-0.018754</td>\n",
              "      <td>0.618216</td>\n",
              "      <td>0.010954</td>\n",
              "      <td>0.041953</td>\n",
              "      <td>-14.491158</td>\n",
              "      <td>31.035397</td>\n",
              "      <td>-8.922497</td>\n",
              "      <td>-0.001920</td>\n",
              "      <td>0.003063</td>\n",
              "      <td>3.410310e-09</td>\n",
              "      <td>9.326393e-09</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>18565.351562</td>\n",
              "      <td>-0.010383</td>\n",
              "      <td>0.073372</td>\n",
              "      <td>2.003731</td>\n",
              "      <td>0.703381</td>\n",
              "      <td>0.003398</td>\n",
              "      <td>-9.328349e+05</td>\n",
              "      <td>0.064771</td>\n",
              "      <td>0.061114</td>\n",
              "      <td>...</td>\n",
              "      <td>33.609135</td>\n",
              "      <td>261.584839</td>\n",
              "      <td>-36.658203</td>\n",
              "      <td>0.002711</td>\n",
              "      <td>0.002711</td>\n",
              "      <td>-0.022476</td>\n",
              "      <td>-0.000359</td>\n",
              "      <td>-0.031188</td>\n",
              "      <td>0.309433</td>\n",
              "      <td>0.025567</td>\n",
              "      <td>0.337031</td>\n",
              "      <td>0.027630</td>\n",
              "      <td>239942.406250</td>\n",
              "      <td>7708.873047</td>\n",
              "      <td>7706.874023</td>\n",
              "      <td>1.998994</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-63.544106</td>\n",
              "      <td>3910.119385</td>\n",
              "      <td>-6624.845703</td>\n",
              "      <td>-310.071655</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-1051.847534</td>\n",
              "      <td>3910.635742</td>\n",
              "      <td>180895.875000</td>\n",
              "      <td>161560.734375</td>\n",
              "      <td>23.935650</td>\n",
              "      <td>260.193054</td>\n",
              "      <td>-48.007118</td>\n",
              "      <td>-0.002765</td>\n",
              "      <td>-0.002765</td>\n",
              "      <td>-0.037811</td>\n",
              "      <td>-0.025136</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>40</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.284539</td>\n",
              "      <td>-0.017814</td>\n",
              "      <td>-0.022974</td>\n",
              "      <td>0.0</td>\n",
              "      <td>89.960403</td>\n",
              "      <td>89.984154</td>\n",
              "      <td>-1.688868</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.339608</td>\n",
              "      <td>-15.010185</td>\n",
              "      <td>30.834486</td>\n",
              "      <td>0.894305</td>\n",
              "      <td>0.002053</td>\n",
              "      <td>0.002649</td>\n",
              "      <td>7.276244e-09</td>\n",
              "      <td>-0.018359</td>\n",
              "      <td>0.615933</td>\n",
              "      <td>0.010750</td>\n",
              "      <td>0.041294</td>\n",
              "      <td>-15.235539</td>\n",
              "      <td>31.009188</td>\n",
              "      <td>-8.911551</td>\n",
              "      <td>-0.001901</td>\n",
              "      <td>0.003000</td>\n",
              "      <td>2.624743e-09</td>\n",
              "      <td>4.663967e-09</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>19013.007812</td>\n",
              "      <td>-0.010745</td>\n",
              "      <td>0.071953</td>\n",
              "      <td>2.023827</td>\n",
              "      <td>0.704574</td>\n",
              "      <td>0.003456</td>\n",
              "      <td>-1.004009e+06</td>\n",
              "      <td>0.064780</td>\n",
              "      <td>0.108598</td>\n",
              "      <td>...</td>\n",
              "      <td>35.093159</td>\n",
              "      <td>267.442535</td>\n",
              "      <td>-38.705578</td>\n",
              "      <td>0.002707</td>\n",
              "      <td>0.002707</td>\n",
              "      <td>-0.021797</td>\n",
              "      <td>-0.000277</td>\n",
              "      <td>-0.031241</td>\n",
              "      <td>0.308624</td>\n",
              "      <td>0.026376</td>\n",
              "      <td>0.337124</td>\n",
              "      <td>0.026984</td>\n",
              "      <td>239945.796875</td>\n",
              "      <td>7650.615723</td>\n",
              "      <td>7649.363770</td>\n",
              "      <td>1.252162</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-50.470329</td>\n",
              "      <td>3912.089844</td>\n",
              "      <td>-6841.518066</td>\n",
              "      <td>-310.931305</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-1085.253662</td>\n",
              "      <td>3912.415283</td>\n",
              "      <td>186225.890625</td>\n",
              "      <td>167427.906250</td>\n",
              "      <td>25.279305</td>\n",
              "      <td>266.092560</td>\n",
              "      <td>-50.370266</td>\n",
              "      <td>-0.002756</td>\n",
              "      <td>-0.002756</td>\n",
              "      <td>-0.037329</td>\n",
              "      <td>-0.024456</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>41</th>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-0.283632</td>\n",
              "      <td>-0.017764</td>\n",
              "      <td>-0.022690</td>\n",
              "      <td>0.0</td>\n",
              "      <td>91.960770</td>\n",
              "      <td>91.984444</td>\n",
              "      <td>-1.691620</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.331813</td>\n",
              "      <td>-15.777239</td>\n",
              "      <td>30.804409</td>\n",
              "      <td>0.905371</td>\n",
              "      <td>0.001955</td>\n",
              "      <td>0.002498</td>\n",
              "      <td>6.870080e-09</td>\n",
              "      <td>-0.017987</td>\n",
              "      <td>0.613810</td>\n",
              "      <td>0.010561</td>\n",
              "      <td>0.040661</td>\n",
              "      <td>-15.999805</td>\n",
              "      <td>30.978621</td>\n",
              "      <td>-8.900557</td>\n",
              "      <td>-0.001885</td>\n",
              "      <td>0.002940</td>\n",
              "      <td>2.312468e-09</td>\n",
              "      <td>3.274434e-09</td>\n",
              "      <td>-30000.000000</td>\n",
              "      <td>19448.841797</td>\n",
              "      <td>-0.011093</td>\n",
              "      <td>0.070582</td>\n",
              "      <td>2.044136</td>\n",
              "      <td>0.705716</td>\n",
              "      <td>0.003509</td>\n",
              "      <td>-1.078758e+06</td>\n",
              "      <td>0.064785</td>\n",
              "      <td>3.554888</td>\n",
              "      <td>...</td>\n",
              "      <td>36.613449</td>\n",
              "      <td>273.296539</td>\n",
              "      <td>-40.811005</td>\n",
              "      <td>0.002704</td>\n",
              "      <td>0.002704</td>\n",
              "      <td>-0.021158</td>\n",
              "      <td>-0.000197</td>\n",
              "      <td>-0.031285</td>\n",
              "      <td>0.307812</td>\n",
              "      <td>0.027188</td>\n",
              "      <td>0.337219</td>\n",
              "      <td>0.026387</td>\n",
              "      <td>239948.875000</td>\n",
              "      <td>7592.787598</td>\n",
              "      <td>7592.119629</td>\n",
              "      <td>0.668161</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>-36.978500</td>\n",
              "      <td>3912.273682</td>\n",
              "      <td>-7059.036621</td>\n",
              "      <td>-311.680481</td>\n",
              "      <td>0.0</td>\n",
              "      <td>-1118.355347</td>\n",
              "      <td>3912.448242</td>\n",
              "      <td>191476.671875</td>\n",
              "      <td>173204.593750</td>\n",
              "      <td>26.661139</td>\n",
              "      <td>271.986694</td>\n",
              "      <td>-52.789749</td>\n",
              "      <td>-0.002747</td>\n",
              "      <td>-0.002747</td>\n",
              "      <td>-0.036868</td>\n",
              "      <td>-0.023816</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>42 rows × 398 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "    xCar  yCar      zCar     aRoll  ...  zTrackFL  zTrackFR  zTrackRL  zTrackRR\n",
              "0    0.0   0.0 -0.329205 -0.013379  ...       0.0       0.0       0.0       0.0\n",
              "1    0.0   0.0 -0.328914 -0.014794  ...       0.0       0.0       0.0       0.0\n",
              "2    0.0   0.0 -0.328387 -0.013980  ...       0.0       0.0       0.0       0.0\n",
              "3    0.0   0.0 -0.327890 -0.013506  ...       0.0       0.0       0.0       0.0\n",
              "4    0.0   0.0 -0.327377 -0.013286  ...       0.0       0.0       0.0       0.0\n",
              "5    0.0   0.0 -0.326834 -0.013225  ...       0.0       0.0       0.0       0.0\n",
              "6    0.0   0.0 -0.326251 -0.013292  ...       0.0       0.0       0.0       0.0\n",
              "7    0.0   0.0 -0.325609 -0.013458  ...       0.0       0.0       0.0       0.0\n",
              "8    0.0   0.0 -0.324913 -0.013707  ...       0.0       0.0       0.0       0.0\n",
              "9    0.0   0.0 -0.324090 -0.013959  ...       0.0       0.0       0.0       0.0\n",
              "10   0.0   0.0 -0.323307 -0.014348  ...       0.0       0.0       0.0       0.0\n",
              "11   0.0   0.0 -0.322475 -0.014787  ...       0.0       0.0       0.0       0.0\n",
              "12   0.0   0.0 -0.321599 -0.015266  ...       0.0       0.0       0.0       0.0\n",
              "13   0.0   0.0 -0.320677 -0.015776  ...       0.0       0.0       0.0       0.0\n",
              "14   0.0   0.0 -0.319708 -0.016308  ...       0.0       0.0       0.0       0.0\n",
              "15   0.0   0.0 -0.318694 -0.016856  ...       0.0       0.0       0.0       0.0\n",
              "16   0.0   0.0 -0.317578 -0.017369  ...       0.0       0.0       0.0       0.0\n",
              "17   0.0   0.0 -0.316492 -0.017952  ...       0.0       0.0       0.0       0.0\n",
              "18   0.0   0.0 -0.315362 -0.018463  ...       0.0       0.0       0.0       0.0\n",
              "19   0.0   0.0 -0.314150 -0.018447  ...       0.0       0.0       0.0       0.0\n",
              "20   0.0   0.0 -0.312898 -0.018434  ...       0.0       0.0       0.0       0.0\n",
              "21   0.0   0.0 -0.311604 -0.018421  ...       0.0       0.0       0.0       0.0\n",
              "22   0.0   0.0 -0.310229 -0.018409  ...       0.0       0.0       0.0       0.0\n",
              "23   0.0   0.0 -0.308859 -0.018393  ...       0.0       0.0       0.0       0.0\n",
              "24   0.0   0.0 -0.307458 -0.018374  ...       0.0       0.0       0.0       0.0\n",
              "25   0.0   0.0 -0.306028 -0.018353  ...       0.0       0.0       0.0       0.0\n",
              "26   0.0   0.0 -0.304570 -0.018330  ...       0.0       0.0       0.0       0.0\n",
              "27   0.0   0.0 -0.303090 -0.018305  ...       0.0       0.0       0.0       0.0\n",
              "28   0.0   0.0 -0.301558 -0.018279  ...       0.0       0.0       0.0       0.0\n",
              "29   0.0   0.0 -0.300044 -0.018252  ...       0.0       0.0       0.0       0.0\n",
              "30   0.0   0.0 -0.298521 -0.018223  ...       0.0       0.0       0.0       0.0\n",
              "31   0.0   0.0 -0.296993 -0.018195  ...       0.0       0.0       0.0       0.0\n",
              "32   0.0   0.0 -0.295463 -0.018166  ...       0.0       0.0       0.0       0.0\n",
              "33   0.0   0.0 -0.293925 -0.018136  ...       0.0       0.0       0.0       0.0\n",
              "34   0.0   0.0 -0.292415 -0.018103  ...       0.0       0.0       0.0       0.0\n",
              "35   0.0   0.0 -0.290924 -0.018066  ...       0.0       0.0       0.0       0.0\n",
              "36   0.0   0.0 -0.289455 -0.018023  ...       0.0       0.0       0.0       0.0\n",
              "37   0.0   0.0 -0.288019 -0.017971  ...       0.0       0.0       0.0       0.0\n",
              "38   0.0   0.0 -0.286673 -0.017913  ...       0.0       0.0       0.0       0.0\n",
              "39   0.0   0.0 -0.285480 -0.017863  ...       0.0       0.0       0.0       0.0\n",
              "40   0.0   0.0 -0.284539 -0.017814  ...       0.0       0.0       0.0       0.0\n",
              "41   0.0   0.0 -0.283632 -0.017764  ...       0.0       0.0       0.0       0.0\n",
              "\n",
              "[42 rows x 398 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 13
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "IWAvm4ZSyL6u"
      },
      "source": [
        "Once these are loaded we can request individual channels in specific units as per usual."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "IT3pSok52FjG",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 763
        },
        "outputId": "38853881-865b-4fb1-86dd-6e391f452471"
      },
      "source": [
        "job_data.vector_as('hRideF', 'mm')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0     23.581018\n",
              "1     23.154509\n",
              "2     22.443340\n",
              "3     21.855806\n",
              "4     21.292604\n",
              "5     20.719929\n",
              "6     20.141708\n",
              "7     19.575975\n",
              "8     18.988611\n",
              "9     18.526531\n",
              "10    17.841379\n",
              "11    17.124043\n",
              "12    16.378126\n",
              "13    15.615377\n",
              "14    14.847624\n",
              "15    14.077945\n",
              "16    13.396502\n",
              "17    12.594221\n",
              "18    11.775552\n",
              "19    10.903538\n",
              "20    10.008116\n",
              "21     9.089180\n",
              "22     8.210709\n",
              "23     7.243148\n",
              "24     6.249192\n",
              "25     5.230810\n",
              "26     4.189162\n",
              "27     3.125695\n",
              "28     2.087222\n",
              "29     0.978754\n",
              "30    -0.153785\n",
              "31    -1.312594\n",
              "32    -2.494211\n",
              "33    -3.684214\n",
              "34    -4.926078\n",
              "35    -6.198545\n",
              "36    -7.492600\n",
              "37    -8.785694\n",
              "38    -9.897973\n",
              "39   -10.383286\n",
              "40   -10.745470\n",
              "41   -11.093386\n",
              "Name: hRideF, dtype: float32"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 14
        }
      ]
    }
  ]
}