06_Indian_Liver_Record.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "06_Indian_Liver_Record.ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "mount_file_id": "1m1hcrknB_1f8Nn8_07ChPIDpRNE9PAnb",
      "authorship_tag": "ABX9TyPGtLhHLukQWp9nv0T7hkGQ",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/ManullangJihan/100-Day-ML-Challenge/blob/main/06_Indian_Liver_Record.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Indian Liver Patient Records\n",
        "\n",
        "## Context\n",
        "\n",
        "Patients with Liver disease have been continuously increasing because of excessive consumption of alcohol, inhale of harmful gases, intake of contaminated food, pickles and drugs. This dataset was used to evaluate prediction algorithms in an effort to reduce burden on doctors.\n",
        "Content\n",
        "\n",
        "This data set contains 416 liver patient records and 167 non liver patient records collected from North East of Andhra Pradesh, India. The \"Dataset\" column is a class label used to divide groups into liver patient (liver disease) or not (no disease). This data set contains 441 male patient records and 142 female patient records.\n",
        "\n",
        "Any patient whose age exceeded 89 is listed as being of age \"90\".\n",
        "\n",
        "## Content\n",
        "1. Age of the patient\n",
        "2. Gender of the patient\n",
        "3. Total Bilirubin\n",
        "4. Direct Bilirubin\n",
        "5. Alkaline Phosphotase\n",
        "6. Alamine Aminotransferase\n",
        "7. Aspartate Aminotransferase\n",
        "8. Total Protiens\n",
        "9. Albumin\n",
        "10. Albumin and Globulin Ratio\n",
        "11. Dataset (Target, patient has liver disease or not)\n",
        "\n",
        "[Sumber Data](https://www.kaggle.com/datasets/uciml/indian-liver-patient-records)"
      ],
      "metadata": {
        "id": "XajHIis3wQfA"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "Oi7PqHMcwPLk"
      },
      "outputs": [],
      "source": [
        "!pip install interpret\n",
        "!pip install scikit-optimize"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import numpy as np\n",
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "import plotly.graph_objs as go\n",
        "import plotly.express as px\n",
        "from plotly.subplots import make_subplots"
      ],
      "metadata": {
        "id": "RGSdnhmWxDl7"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "import plotly.io as pio\n",
        "\n",
        "pio.templates[pio.templates.default] = 'plotly_dark'\n",
        "plt.rcParams['figure.figsize'] = [12, 9]\n",
        "plt.rcParams.update({'font.size': 12})"
      ],
      "metadata": {
        "id": "eihZNGUQp-6B"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "path = \"/content/drive/MyDrive/Indian_Liver/indian_liver_patient.csv\"\n",
        "main_df = pd.read_csv(path)\n",
        "\n",
        "n_samples, n_features = main_df.shape\n",
        "print(f'Number of samples: {n_samples}')\n",
        "print(f'Number of features: {n_features}\\n')\n",
        "\n",
        "main_df.head()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 322
        },
        "id": "wxwFBXqoxXuf",
        "outputId": "860abdc4-27ab-459e-e25c-3d53335dbf9f"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Number of samples: 583\n",
            "Number of features: 11\n",
            "\n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "   Age  Gender  Total_Bilirubin  Direct_Bilirubin  Alkaline_Phosphotase  \\\n",
              "0   65  Female              0.7               0.1                   187   \n",
              "1   62    Male             10.9               5.5                   699   \n",
              "2   62    Male              7.3               4.1                   490   \n",
              "3   58    Male              1.0               0.4                   182   \n",
              "4   72    Male              3.9               2.0                   195   \n",
              "\n",
              "   Alamine_Aminotransferase  Aspartate_Aminotransferase  Total_Protiens  \\\n",
              "0                        16                          18             6.8   \n",
              "1                        64                         100             7.5   \n",
              "2                        60                          68             7.0   \n",
              "3                        14                          20             6.8   \n",
              "4                        27                          59             7.3   \n",
              "\n",
              "   Albumin  Albumin_and_Globulin_Ratio  Dataset  \n",
              "0      3.3                        0.90        1  \n",
              "1      3.2                        0.74        1  \n",
              "2      3.3                        0.89        1  \n",
              "3      3.4                        1.00        1  \n",
              "4      2.4                        0.40        1  "
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-b6d68b79-b73b-46df-8eca-0bb6a4fb7b24\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <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>Age</th>\n",
              "      <th>Gender</th>\n",
              "      <th>Total_Bilirubin</th>\n",
              "      <th>Direct_Bilirubin</th>\n",
              "      <th>Alkaline_Phosphotase</th>\n",
              "      <th>Alamine_Aminotransferase</th>\n",
              "      <th>Aspartate_Aminotransferase</th>\n",
              "      <th>Total_Protiens</th>\n",
              "      <th>Albumin</th>\n",
              "      <th>Albumin_and_Globulin_Ratio</th>\n",
              "      <th>Dataset</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>65</td>\n",
              "      <td>Female</td>\n",
              "      <td>0.7</td>\n",
              "      <td>0.1</td>\n",
              "      <td>187</td>\n",
              "      <td>16</td>\n",
              "      <td>18</td>\n",
              "      <td>6.8</td>\n",
              "      <td>3.3</td>\n",
              "      <td>0.90</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>62</td>\n",
              "      <td>Male</td>\n",
              "      <td>10.9</td>\n",
              "      <td>5.5</td>\n",
              "      <td>699</td>\n",
              "      <td>64</td>\n",
              "      <td>100</td>\n",
              "      <td>7.5</td>\n",
              "      <td>3.2</td>\n",
              "      <td>0.74</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>62</td>\n",
              "      <td>Male</td>\n",
              "      <td>7.3</td>\n",
              "      <td>4.1</td>\n",
              "      <td>490</td>\n",
              "      <td>60</td>\n",
              "      <td>68</td>\n",
              "      <td>7.0</td>\n",
              "      <td>3.3</td>\n",
              "      <td>0.89</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>58</td>\n",
              "      <td>Male</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.4</td>\n",
              "      <td>182</td>\n",
              "      <td>14</td>\n",
              "      <td>20</td>\n",
              "      <td>6.8</td>\n",
              "      <td>3.4</td>\n",
              "      <td>1.00</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>72</td>\n",
              "      <td>Male</td>\n",
              "      <td>3.9</td>\n",
              "      <td>2.0</td>\n",
              "      <td>195</td>\n",
              "      <td>27</td>\n",
              "      <td>59</td>\n",
              "      <td>7.3</td>\n",
              "      <td>2.4</td>\n",
              "      <td>0.40</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-b6d68b79-b73b-46df-8eca-0bb6a4fb7b24')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-b6d68b79-b73b-46df-8eca-0bb6a4fb7b24 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-b6d68b79-b73b-46df-8eca-0bb6a4fb7b24');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 3
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "main_df.isna().any()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "cMHokWQ6xn2H",
        "outputId": "fe22416e-0f44-4e2f-f15f-a6576a579dea"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Age                           False\n",
              "Gender                        False\n",
              "Total_Bilirubin               False\n",
              "Direct_Bilirubin              False\n",
              "Alkaline_Phosphotase          False\n",
              "Alamine_Aminotransferase      False\n",
              "Aspartate_Aminotransferase    False\n",
              "Total_Protiens                False\n",
              "Albumin                       False\n",
              "Albumin_and_Globulin_Ratio     True\n",
              "Dataset                       False\n",
              "dtype: bool"
            ]
          },
          "metadata": {},
          "execution_count": 4
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "print(main_df['Albumin_and_Globulin_Ratio'].isna().sum())"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "XB2B6e6axrMZ",
        "outputId": "df7e1372-655d-4c1a-a4d0-2cb3b5cb09f0"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "4\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "main_df.dropna(inplace=True)"
      ],
      "metadata": {
        "id": "jpLGROagxyYx"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "main_df.isna().any()"
      ],
      "metadata": {
        "id": "tLfyyQH_y3GH",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "f17a74fe-eeb9-4da1-995a-d9eb336632eb"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Age                           False\n",
              "Gender                        False\n",
              "Total_Bilirubin               False\n",
              "Direct_Bilirubin              False\n",
              "Alkaline_Phosphotase          False\n",
              "Alamine_Aminotransferase      False\n",
              "Aspartate_Aminotransferase    False\n",
              "Total_Protiens                False\n",
              "Albumin                       False\n",
              "Albumin_and_Globulin_Ratio    False\n",
              "Dataset                       False\n",
              "dtype: bool"
            ]
          },
          "metadata": {},
          "execution_count": 10
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "main_df['Gender'] = main_df['Gender'].map({'Male': 1, 'Female': 0})\n",
        "main_df['Dataset'] = main_df['Dataset'].map({1: 1, 2: 0})\n",
        "\n",
        "main_df.head()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 270
        },
        "id": "v1aSs-uk5wg7",
        "outputId": "3e9be427-2310-4576-ef27-04e59ca32e5d"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "   Age  Gender  Total_Bilirubin  Direct_Bilirubin  Alkaline_Phosphotase  \\\n",
              "0   65       0              0.7               0.1                   187   \n",
              "1   62       1             10.9               5.5                   699   \n",
              "2   62       1              7.3               4.1                   490   \n",
              "3   58       1              1.0               0.4                   182   \n",
              "4   72       1              3.9               2.0                   195   \n",
              "\n",
              "   Alamine_Aminotransferase  Aspartate_Aminotransferase  Total_Protiens  \\\n",
              "0                        16                          18             6.8   \n",
              "1                        64                         100             7.5   \n",
              "2                        60                          68             7.0   \n",
              "3                        14                          20             6.8   \n",
              "4                        27                          59             7.3   \n",
              "\n",
              "   Albumin  Albumin_and_Globulin_Ratio  Dataset  \n",
              "0      3.3                        0.90        1  \n",
              "1      3.2                        0.74        1  \n",
              "2      3.3                        0.89        1  \n",
              "3      3.4                        1.00        1  \n",
              "4      2.4                        0.40        1  "
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-56b1e08b-b401-4cfd-896f-bb4ec9fe1cc9\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <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>Age</th>\n",
              "      <th>Gender</th>\n",
              "      <th>Total_Bilirubin</th>\n",
              "      <th>Direct_Bilirubin</th>\n",
              "      <th>Alkaline_Phosphotase</th>\n",
              "      <th>Alamine_Aminotransferase</th>\n",
              "      <th>Aspartate_Aminotransferase</th>\n",
              "      <th>Total_Protiens</th>\n",
              "      <th>Albumin</th>\n",
              "      <th>Albumin_and_Globulin_Ratio</th>\n",
              "      <th>Dataset</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>65</td>\n",
              "      <td>0</td>\n",
              "      <td>0.7</td>\n",
              "      <td>0.1</td>\n",
              "      <td>187</td>\n",
              "      <td>16</td>\n",
              "      <td>18</td>\n",
              "      <td>6.8</td>\n",
              "      <td>3.3</td>\n",
              "      <td>0.90</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>62</td>\n",
              "      <td>1</td>\n",
              "      <td>10.9</td>\n",
              "      <td>5.5</td>\n",
              "      <td>699</td>\n",
              "      <td>64</td>\n",
              "      <td>100</td>\n",
              "      <td>7.5</td>\n",
              "      <td>3.2</td>\n",
              "      <td>0.74</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>62</td>\n",
              "      <td>1</td>\n",
              "      <td>7.3</td>\n",
              "      <td>4.1</td>\n",
              "      <td>490</td>\n",
              "      <td>60</td>\n",
              "      <td>68</td>\n",
              "      <td>7.0</td>\n",
              "      <td>3.3</td>\n",
              "      <td>0.89</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>58</td>\n",
              "      <td>1</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.4</td>\n",
              "      <td>182</td>\n",
              "      <td>14</td>\n",
              "      <td>20</td>\n",
              "      <td>6.8</td>\n",
              "      <td>3.4</td>\n",
              "      <td>1.00</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>72</td>\n",
              "      <td>1</td>\n",
              "      <td>3.9</td>\n",
              "      <td>2.0</td>\n",
              "      <td>195</td>\n",
              "      <td>27</td>\n",
              "      <td>59</td>\n",
              "      <td>7.3</td>\n",
              "      <td>2.4</td>\n",
              "      <td>0.40</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-56b1e08b-b401-4cfd-896f-bb4ec9fe1cc9')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-56b1e08b-b401-4cfd-896f-bb4ec9fe1cc9 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-56b1e08b-b401-4cfd-896f-bb4ec9fe1cc9');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 6
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "X = main_df.drop('Dataset', axis=1)\n",
        "y = main_df['Dataset']"
      ],
      "metadata": {
        "id": "MdoyCBu9ET0S"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "from sklearn.linear_model import LogisticRegression\n",
        "from sklearn.model_selection import train_test_split\n",
        "\n",
        "# We Will Evaluate the Dataset that has been Feature-engineering \n",
        "def evaluate(mat_decomp_method):\n",
        "    X_train, X_test, y_train, y_test = train_test_split(\n",
        "        X, y, test_size = 0.2)\n",
        "    transformer = mat_decomp_method.fit(X_train)\n",
        "    X_train = transformer.transform(X_train)\n",
        "    X_test = transformer.transform(X_test)\n",
        "\n",
        "    clf = LogisticRegression(max_iter=1e6).fit(X_train, y_train)\n",
        "\n",
        "    acc_train = clf.score(X_train, y_train)\n",
        "    acc_test = clf.score(X_test, y_test)\n",
        "\n",
        "    print(f'Accuracy on training set: {acc_train}')\n",
        "    print(f'Accuracy on test set: {acc_test}')"
      ],
      "metadata": {
        "id": "D7nCV4I74tNj"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# DictionaryLearning\n",
        "from sklearn.decomposition import DictionaryLearning\n",
        "\n",
        "dict_learner = DictionaryLearning(\n",
        "    n_components = 7,\n",
        "    alpha = 0.1,\n",
        "    max_iter = 1000,\n",
        "    random_state = 42)\n",
        "\n",
        "evaluate(dict_learner)"
      ],
      "metadata": {
        "id": "7Iv0JoxtCfrv"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# FactorAnalysis\n",
        "from sklearn.decomposition import FactorAnalysis\n",
        "\n",
        "transformer = FactorAnalysis(\n",
        "    n_components = 7,\n",
        "    random_state = 42,\n",
        "    rotation = None,\n",
        ")\n",
        "\n",
        "evaluate(transformer)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "bdG5FM4jWX_c",
        "outputId": "7ce99a4e-45c6-4583-d42e-de3521bcf2b9"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Accuracy on training set: 0.7278617710583153\n",
            "Accuracy on test set: 0.7241379310344828\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# TruncateSVD\n",
        "from sklearn.decomposition import TruncatedSVD\n",
        "transformer = TruncatedSVD(\n",
        "    n_components = 7,\n",
        "    n_iter = 7,\n",
        "    random_state = 42\n",
        ")\n",
        "\n",
        "evaluate(transformer)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "uprzFZddWeu8",
        "outputId": "706e1cc2-1978-4a54-dfaa-fa4b708de576"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Accuracy on training set: 0.7365010799136069\n",
            "Accuracy on test set: 0.7327586206896551\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "X_train, X_test, y_train, y_test = train_test_split(\n",
        "    X, y, test_size = 0.2\n",
        ")\n",
        "\n",
        "clf = LogisticRegression(max_iter=1e6)\n",
        "clf.fit(X_train, y_train)\n",
        "acc = clf.score(X_test, y_test)\n",
        "print(acc)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "QCimKgkyW9OT",
        "outputId": "e0f92eb3-a48b-47b7-ecfd-552dc215341c"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "0.7327586206896551\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# FactorAnalysis\n",
        "from sklearn.decomposition import FactorAnalysis\n",
        "\n",
        "fa_transformer = FactorAnalysis(\n",
        "    n_components = 7,\n",
        "    random_state = 42,\n",
        "    rotation = None,)\n",
        "\n",
        "# PCA\n",
        "from sklearn.decomposition import PCA\n",
        "\n",
        "pca_transformer = PCA(\n",
        "    n_components = 7,)\n",
        "\n",
        "\n",
        "# TruncateSVD\n",
        "from sklearn.decomposition import TruncatedSVD\n",
        "svd_transformer = TruncatedSVD(\n",
        "    n_components = 7,\n",
        "    random_state = 42)\n",
        "\n",
        "mat_decomps = [dict_learner, fa_transformer, pca_transformer, svd_transformer]\n",
        "\n",
        "best_acc = 0\n",
        "for mat_decomp in mat_decomps:\n",
        "    acc = evaluate(mat_decomp, X, y)\n",
        "    name = type(mat_decomp).__name__\n",
        "    print(f'Accuracy LR fitted with Matrix transformed by {name}: {acc:.3f}')\n",
        "    if acc >= best_acc:\n",
        "        X = mat_decomp.fit_transfrom(X)"
      ],
      "metadata": {
        "id": "upakRKdXOLtd"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "from skopt import gp_minimize, space\n",
        "from skopt.utils import use_named_args\n",
        "from skopt.callbacks import CheckpointSaver\n",
        "from skopt.plots import plot_convergence\n",
        "from sklearn.model_selection import cross_val_score\n",
        "from interpret.glassbox import ExplainableBoostingClassifier\n",
        "\n",
        "def hypertune(model, param_grid, param_names, x, y):\n",
        "    \n",
        "    clf = model\n",
        "    X_train, X_test, y_train, y_test =  train_test_split(\n",
        "        x, y, test_size=0.2,\n",
        "    )\n",
        "\n",
        "    @use_named_args(param_grid)\n",
        "    def optimize(**params):\n",
        "        model = clf.set_params(**params)\n",
        "        acc = cross_val_score(\n",
        "            model, X_train, y_train, scoring='accuracy', cv=5\n",
        "        )\n",
        "\n",
        "        return -1.0 * np.mean(acc)\n",
        "    \n",
        "    res = gp_minimize(\n",
        "        optimize,\n",
        "        dimensions = param_grid,\n",
        "        n_calls = 15,)\n",
        "    \n",
        "    plot_convergence(res)\n",
        "    \n",
        "    best_params = dict(zip(param_names, res.x))\n",
        "    clf = clf.set_params(**best_params)\n",
        "    clf.fit(X_train, y_train)\n",
        "\n",
        "    return clf\n",
        "\n",
        "X = main_df.drop('Dataset', axis=1)\n",
        "y = main_df['Dataset']\n",
        "\n",
        "clf = ExplainableBoostingClassifier(\n",
        "    outer_bags = 8,\n",
        "    inner_bags = 0,\n",
        "    min_samples_leaf = 2)\n",
        "\n",
        "param_grid = [space.Integer(8, 15, name='outer_bags'),\n",
        "              space.Integer(0, 5, name='inner_bags'),\n",
        "              space.Integer(2, 10, name='min_samples_leaf')]\n",
        "param_names = ['outer_bags', 'inner_bags', 'min_samples_leaf']\n",
        "\n",
        "clf = hypertune(clf, param_grid, param_names, X, y)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 575
        },
        "id": "siDbrGPHqgeW",
        "outputId": "553de686-00eb-4a99-9aea-d709e3b1d5af"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 864x648 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "X_train, X_test, y_train, y_test = train_test_split(\n",
        "    X, y, test_size = 0.4, random_state=42\n",
        ")\n",
        "\n",
        "score = clf.score(X_test, y_test)\n",
        "print(f'Accuracy score: {score:.4f}')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "7zD0NEz0vNhg",
        "outputId": "dc782b05-efb7-40bf-df43-f23f75315aab"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Accuracy score: 0.7457\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from interpret import show\n",
        "\n",
        "ebm_global = clf.explain_global()\n",
        "show(ebm_global)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 854
        },
        "id": "b2IfsiyWxqYN",
        "outputId": "98faa756-53b4-4e33-84ea-45d57c623842"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/local/lib/python3.7/dist-packages/interpret/provider/visualize.py:44: UserWarning:\n",
            "\n",
            "Cloud environment detected (['colab', 'ipython']): viz integration is still experimental.\n",
            "\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "        <script type=\"text/javascript\" src=\"https://unpkg.com/@interpretml/interpret-inline@0.2.7/dist/interpret-inline.js\"></script>\n",
              "        \n",
              "    <div id=\"_interpret-viz-94c39561-2d2a-4f97-8a76-4a8545a78131\"></div>\n",
              "    <script defer type=\"text/javascript\">\n",
              "\n",
              "    (function universalLoad(root, callback) {\n",
              "      if(typeof exports === 'object' && typeof module === 'object') {\n",
              "        // CommonJS2\n",
              "        console.log(\"CommonJS2\");\n",
              "        var interpretInline = require('interpret-inline');\n",
              "        callback(interpretInline);\n",
              "      } else if(typeof define === 'function' && define.amd) {\n",
              "        // AMD\n",
              "        console.log(\"AMD\");\n",
              "        require(['interpret-inline'], function(interpretInline) {\n",
              "          callback(interpretInline);\n",
              "        });\n",
              "      } else if(typeof exports === 'object') {\n",
              "        // CommonJS\n",
              "        console.log(\"CommonJS\");\n",
              "        var interpretInline = require('interpret-inline');\n",
              "        callback(interpretInline);\n",
              "      } else {\n",
              "        // Browser\n",
              "        console.log(\"Browser\");\n",
              "        callback(root['interpret-inline']);\n",
              "      }\n",
              "    })(this, function(interpretInline) {\n",
              "        interpretInline.RenderApp(\"_interpret-viz-94c39561-2d2a-4f97-8a76-4a8545a78131\", {\"name\": \"ExplainableBoostingClassifier_0\", \"overall\": {\"type\": \"plotly\", \"figure\": {\"data\": [{\"marker\": {\"color\": [\"#ff7f0e\", \"#ff7f0e\", \"#ff7f0e\", \"#ff7f0e\", \"#ff7f0e\", \"#ff7f0e\", \"#ff7f0e\", \"#ff7f0e\", \"#ff7f0e\", \"#ff7f0e\", \"#ff7f0e\", \"#ff7f0e\", \"#ff7f0e\", \"#ff7f0e\", \"#ff7f0e\"]}, \"orientation\": \"h\", \"x\": [0.026232933908177426, 0.026920090407570287, 0.027828002814520057, 0.028654756962910928, 0.029371201175898674, 0.031017129702980817, 0.038508904256011965, 0.06646997718056522, 0.07952452546580771, 0.10299110997120972, 0.12203226363754241, 0.1366294713688419, 0.16913578328011436, 0.1786200188866656, 0.18827478005268303], \"y\": [\"Age x Total_Bilirubin\", \"Total_Bilirubin x Alamine_Aminotransferase\", \"Gender\", \"Total_Bilirubin x Alkaline_Phosphotase\", \"Alkaline_Phosphotase x Aspartate_Aminotransferase\", \"Direct_Bilirubin x Alamine_Aminotransferase\", \"Direct_Bilirubin x Alkaline_Phosphotase\", \"Age\", \"Albumin\", \"Albumin_and_Globulin_Ratio\", \"Alamine_Aminotransferase\", \"Aspartate_Aminotransferase\", \"Alkaline_Phosphotase\", \"Total_Bilirubin\", \"Direct_Bilirubin\"], \"type\": \"bar\"}], \"layout\": {\"title\": {\"text\": \"Overall Importance:<br>Mean Absolute Score\"}, \"xaxis\": {\"range\": [0, 0.18827478005268303], \"title\": {\"text\": \"\"}}, \"yaxis\": {\"automargin\": true, \"dtick\": 1, \"title\": {\"text\": \"\"}}, \"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}}}}, \"specific\": [{\"type\": \"plotly\", \"figure\": {\"data\": [{\"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Lower Bound\", \"x\": [4.0, 5.0, 6.5, 7.5, 9.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 19.0, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5, 29.5, 30.5, 31.5, 32.5, 33.5, 34.5, 35.5, 36.5, 37.5, 38.5, 39.5, 40.5, 41.5, 42.5, 43.5, 44.5, 45.5, 46.5, 47.5, 48.5, 49.5, 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 59.0, 60.5, 61.5, 62.5, 63.5, 64.5, 65.5, 66.5, 67.5, 68.5, 69.5, 71.0, 72.5, 73.5, 74.5, 76.5, 81.0, 84.0], \"y\": [0.1465691401003863, 0.1465691401003863, 0.1465691401003863, 0.1465691401003863, 0.1465691401003863, 0.11874467023979446, 0.08630235987739766, 0.08001886086802132, 0.05891111186403754, 0.05549928682984556, 0.05549928682984556, 0.037364630284667216, 0.059025374720303475, 0.04276102145340689, 0.042575082728265656, 0.006311960654240098, 0.006004886702019915, 0.00674195353631199, -0.03123511635017033, -0.03123511635017033, -0.012161405675090942, -0.006010435908703107, -0.08016728313965792, -0.12070693767461457, -0.1164126662904324, -0.09091787586129185, -0.09091787586129185, -0.06988803259620643, 0.0004971783568522847, -0.02381835998122659, -0.02381835998122659, -0.0583791556709006, -0.060138877832617475, -0.060138877832617475, -0.060138877832617475, -0.07336292011037013, -0.08146880271562339, -0.08383779228274685, -0.08725014934101923, -0.08725014934101923, -0.08606294255434194, -0.08683914888345312, -0.08683914888345312, -0.08683914888345312, -0.08517954580047599, -0.07426494767836783, -0.07426494767836783, -0.07426494767836783, -0.07426494767836783, -0.07426494767836783, -0.07426494767836783, -0.08097203864038503, -0.04443711422831847, -0.04831372391406813, -0.04086895575029068, -0.04873043532104361, -0.052376404807047486, -0.13593260904749305, -0.24131408985061759, -0.25774948737466397, -0.25774948737466397, -0.25774948737466397, -0.2863261567593297, -0.2890811552592446, -0.2899398205062223, -0.2899398205062223, -0.2899398205062223, -0.2899398205062223, -0.2899398205062223], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"color\": \"rgb(31, 119, 180)\", \"shape\": \"hv\"}, \"mode\": \"lines\", \"name\": \"Main\", \"x\": [4.0, 5.0, 6.5, 7.5, 9.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 19.0, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5, 29.5, 30.5, 31.5, 32.5, 33.5, 34.5, 35.5, 36.5, 37.5, 38.5, 39.5, 40.5, 41.5, 42.5, 43.5, 44.5, 45.5, 46.5, 47.5, 48.5, 49.5, 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 59.0, 60.5, 61.5, 62.5, 63.5, 64.5, 65.5, 66.5, 67.5, 68.5, 69.5, 71.0, 72.5, 73.5, 74.5, 76.5, 81.0, 84.0], \"y\": [0.4039695798953902, 0.4039695798953902, 0.4039695798953902, 0.4039695798953902, 0.4039695798953902, 0.37916236667737585, 0.19790205279894463, 0.17056654637023733, 0.13953405591705886, 0.12958641593460593, 0.12958641593460593, 0.11806889028429204, 0.1436159908668219, 0.13406587517110458, 0.1352658615773611, 0.1157250924040526, 0.09592413325642708, 0.090051761130636, 0.06698252335068342, 0.06698252335068342, 0.07605777561554258, 0.07860856363879667, 0.002289503871104978, -0.05192126952375224, -0.04680479735516123, -0.02953435627997998, -0.02953435627997998, 0.021241467635591135, 0.08055034716604474, 0.05239782462088933, 0.05239782462088933, -0.018073600952416308, -0.01993270529005549, -0.01993270529005549, -0.01993270529005549, -0.021931322558287586, -0.02926675961353105, -0.05269166593710732, -0.055051845234445326, -0.055051845234445326, -0.05137583087304444, -0.04919088819715657, -0.04919088819715657, -0.04919088819715657, -0.04853338669582556, -0.03495256435496223, -0.03495256435496223, -0.03495256435496223, -0.03495256435496223, -0.03495256435496223, -0.03495256435496223, -0.004346747799152867, 0.03218123185326526, 0.03490628468464785, 0.045383911285181634, 0.0644119173408271, 0.07939731985670205, -0.027785069637301638, -0.14280134909926068, -0.1500661131466008, -0.1500661131466008, -0.1500661131466008, -0.19798303267419226, -0.2000565891882784, -0.19054594235836975, -0.19054594235836975, -0.19054594235836975, -0.19054594235836975, -0.19054594235836975], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Upper Bound\", \"x\": [4.0, 5.0, 6.5, 7.5, 9.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 19.0, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5, 29.5, 30.5, 31.5, 32.5, 33.5, 34.5, 35.5, 36.5, 37.5, 38.5, 39.5, 40.5, 41.5, 42.5, 43.5, 44.5, 45.5, 46.5, 47.5, 48.5, 49.5, 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 59.0, 60.5, 61.5, 62.5, 63.5, 64.5, 65.5, 66.5, 67.5, 68.5, 69.5, 71.0, 72.5, 73.5, 74.5, 76.5, 81.0, 84.0], \"y\": [0.661370019690394, 0.661370019690394, 0.661370019690394, 0.661370019690394, 0.661370019690394, 0.6395800631149573, 0.3095017457204916, 0.2611142318724533, 0.2201569999700802, 0.2036735450393663, 0.2036735450393663, 0.19877315028391687, 0.2282066070133403, 0.22537072888880227, 0.22795664042645652, 0.22513822415386509, 0.18584337981083426, 0.17336156872496, 0.16520016305153717, 0.16520016305153717, 0.1642769569061761, 0.16322756318629644, 0.08474629088186787, 0.01686439862711009, 0.02280307158010994, 0.03184916330133189, 0.03184916330133189, 0.1123709678673887, 0.1606035159752372, 0.12861400922300525, 0.12861400922300525, 0.022231953766067986, 0.020273467252506498, 0.020273467252506498, 0.020273467252506498, 0.029500274993794963, 0.02293528348856129, -0.021545539591467794, -0.022853541127871427, -0.022853541127871427, -0.016688719191746935, -0.011542627510860028, -0.011542627510860028, -0.011542627510860028, -0.011887227591175137, 0.004359818968443369, 0.004359818968443369, 0.004359818968443369, 0.004359818968443369, 0.004359818968443369, 0.004359818968443369, 0.0722785430420793, 0.10879957793484898, 0.11812629328336383, 0.13163677832065396, 0.1775542700026978, 0.2111710445204516, 0.08036246977288979, -0.04428860834790377, -0.042382738918537596, -0.042382738918537596, -0.042382738918537596, -0.10963990858905483, -0.11103202311731217, -0.0911520642105172, -0.0911520642105172, -0.0911520642105172, -0.0911520642105172, -0.0911520642105172], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"marker\": {\"color\": \"#ff7f0e\"}, \"name\": \"Distribution\", \"width\": 1, \"x\": [\"4 - 11.3\", \"11.3 - 18.5\", \"18.5 - 25.8\", \"25.8 - 33.1\", \"33.1 - 40.4\", \"40.4 - 47.6\", \"47.6 - 54.9\", \"54.9 - 62.2\", \"62.2 - 69.5\", \"69.5 - 76.7\", \"76.7 - 84\"], \"y\": [6, 25, 27, 67, 66, 66, 73, 70, 36, 25, 2], \"type\": \"bar\", \"xaxis\": \"x2\", \"yaxis\": \"y2\"}], \"layout\": {\"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0]}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.4, 1.0], \"title\": {\"text\": \"Score\"}, \"range\": [-0.5097212434794212, 0.661370019690394]}, \"xaxis2\": {\"anchor\": \"y2\", \"domain\": [0.0, 1.0]}, \"yaxis2\": {\"anchor\": \"x2\", \"domain\": [0.0, 0.15], \"title\": {\"text\": \"Density\"}}, \"title\": {\"text\": \"Age\"}, \"showlegend\": false}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"error_y\": {\"array\": [0.027899954896718586, 0.013150412077016005], \"color\": \"#ff6614\", \"type\": \"data\", \"visible\": true}, \"x\": [\"Female\", \"Male\"], \"y\": [0.05701046594302118, -0.01840623614731826], \"type\": \"bar\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"marker\": {\"color\": \"#ff7f0e\"}, \"name\": \"Distribution\", \"x\": [\"Female\", \"Male\"], \"y\": [113, 350], \"type\": \"bar\", \"xaxis\": \"x2\", \"yaxis\": \"y2\"}], \"layout\": {\"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0], \"matches\": \"x2\", \"showticklabels\": false}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.4, 1.0], \"title\": {\"text\": \"Score\"}, \"range\": [-0.5097212434794212, 0.661370019690394]}, \"xaxis2\": {\"anchor\": \"y2\", \"domain\": [0.0, 1.0]}, \"yaxis2\": {\"anchor\": \"x2\", \"domain\": [0.0, 0.15], \"title\": {\"text\": \"Density\"}}, \"title\": {\"text\": \"Gender\"}, \"showlegend\": false}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Lower Bound\", \"x\": [0.4, 0.45, 0.55, 0.6499999999999999, 0.75, 0.8500000000000001, 0.95, 1.05, 1.15, 1.25, 1.35, 1.45, 1.55, 1.65, 1.75, 1.85, 1.95, 2.05, 2.1500000000000004, 2.25, 2.3499999999999996, 2.45, 2.55, 2.6500000000000004, 2.75, 2.8499999999999996, 2.95, 3.05, 3.1500000000000004, 3.25, 3.3499999999999996, 3.45, 3.55, 3.6500000000000004, 3.75, 3.8499999999999996, 3.95, 4.05, 4.15, 4.300000000000001, 4.45, 4.6, 4.85, 5.1, 5.25, 5.4, 5.6, 5.75, 5.85, 6.1, 6.5, 6.75, 6.949999999999999, 7.199999999999999, 7.35, 7.45, 7.6, 7.800000000000001, 7.95, 8.1, 8.399999999999999, 8.649999999999999, 8.8, 9.15, 9.8, 10.399999999999999, 10.75, 10.95, 11.05, 11.2, 11.4, 11.8, 12.399999999999999, 13.45, 14.35, 14.75, 15.1, 15.399999999999999, 15.7, 15.850000000000001, 16.6, 17.5, 17.85, 18.2, 18.45, 19.05, 19.700000000000003, 20.0, 21.45, 22.85, 23.1, 23.25, 24.15, 25.65, 26.75, 27.45, 29.1, 30.65, 31.700000000000003, 53.8, 75.0], \"y\": [0.05201342712217753, 0.05201342712217753, 0.06002714926733646, 0.13960495116049884, 0.10102119149513482, 0.09229908040690457, 0.08845613411863582, 0.1251180849590977, 0.09718042694471565, 0.05946268150107377, 0.035800467044883516, -0.005947666939667973, -0.0508910111491709, -0.1367162220847792, -0.22146141485095278, -0.19472048570717254, -0.19687800821274354, -0.2113822145437031, -0.208625792277428, -0.2425412864653033, -0.2832696500214613, -0.28137752949755707, -0.22180178424927563, -0.233075913284783, -0.3799562412918399, -0.41542643554766584, -0.41542643554766584, -0.41542643554766584, -0.41542643554766584, -0.41542643554766584, -0.42415091353424644, -0.42503818180206077, -0.42503818180206077, -0.42503818180206077, -0.42503818180206077, -0.42503818180206077, -0.42503818180206077, -0.42503818180206077, -0.42503818180206077, -0.42503818180206077, -0.42503818180206077, -0.42503818180206077, -0.42503818180206077, -0.42503818180206077, -0.42503818180206077, -0.4254374213993153, -0.4253736915257169, -0.42469836595893207, -0.430785953909123, -0.43206889941463833, -0.4322670003631659, -0.4322670003631659, -0.4322670003631659, -0.4322670003631659, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057, -0.4348547553145057], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"color\": \"rgb(31, 119, 180)\", \"shape\": \"hv\"}, \"mode\": \"lines\", \"name\": \"Main\", \"x\": [0.4, 0.45, 0.55, 0.6499999999999999, 0.75, 0.8500000000000001, 0.95, 1.05, 1.15, 1.25, 1.35, 1.45, 1.55, 1.65, 1.75, 1.85, 1.95, 2.05, 2.1500000000000004, 2.25, 2.3499999999999996, 2.45, 2.55, 2.6500000000000004, 2.75, 2.8499999999999996, 2.95, 3.05, 3.1500000000000004, 3.25, 3.3499999999999996, 3.45, 3.55, 3.6500000000000004, 3.75, 3.8499999999999996, 3.95, 4.05, 4.15, 4.300000000000001, 4.45, 4.6, 4.85, 5.1, 5.25, 5.4, 5.6, 5.75, 5.85, 6.1, 6.5, 6.75, 6.949999999999999, 7.199999999999999, 7.35, 7.45, 7.6, 7.800000000000001, 7.95, 8.1, 8.399999999999999, 8.649999999999999, 8.8, 9.15, 9.8, 10.399999999999999, 10.75, 10.95, 11.05, 11.2, 11.4, 11.8, 12.399999999999999, 13.45, 14.35, 14.75, 15.1, 15.399999999999999, 15.7, 15.850000000000001, 16.6, 17.5, 17.85, 18.2, 18.45, 19.05, 19.700000000000003, 20.0, 21.45, 22.85, 23.1, 23.25, 24.15, 25.65, 26.75, 27.45, 29.1, 30.65, 31.700000000000003, 53.8, 75.0], \"y\": [0.12867937683260053, 0.12867937683260053, 0.13747730299489147, 0.17425880052828366, 0.13195209803198724, 0.11142817460931555, 0.1287238954297925, 0.23883711681230313, 0.2075139233845097, 0.18064461825789435, 0.1656487561545879, 0.1261926822737954, 0.07881351332141749, -0.08275917571427685, -0.13302261499773044, -0.12053579995585442, -0.12368732465890919, -0.13355709784924846, -0.122789359581288, -0.14714808117417633, -0.19378425987572845, -0.1908792987045666, -0.1319072365303888, -0.14376568803278528, -0.261664201871105, -0.27494450243420876, -0.27494450243420876, -0.27494450243420876, -0.27494450243420876, -0.27494450243420876, -0.29551505707166686, -0.29806245545447096, -0.29806245545447096, -0.29806245545447096, -0.29806245545447096, -0.29806245545447096, -0.29806245545447096, -0.29806245545447096, -0.29806245545447096, -0.29806245545447096, -0.29806245545447096, -0.29806245545447096, -0.29806245545447096, -0.29806245545447096, -0.29806245545447096, -0.298843709120794, -0.29887776493459234, -0.29786466893154023, -0.3092637365783988, -0.3119042200361955, -0.31223766052681284, -0.31223766052681284, -0.31223766052681284, -0.31223766052681284, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184, -0.3164965002984184], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Upper Bound\", \"x\": [0.4, 0.45, 0.55, 0.6499999999999999, 0.75, 0.8500000000000001, 0.95, 1.05, 1.15, 1.25, 1.35, 1.45, 1.55, 1.65, 1.75, 1.85, 1.95, 2.05, 2.1500000000000004, 2.25, 2.3499999999999996, 2.45, 2.55, 2.6500000000000004, 2.75, 2.8499999999999996, 2.95, 3.05, 3.1500000000000004, 3.25, 3.3499999999999996, 3.45, 3.55, 3.6500000000000004, 3.75, 3.8499999999999996, 3.95, 4.05, 4.15, 4.300000000000001, 4.45, 4.6, 4.85, 5.1, 5.25, 5.4, 5.6, 5.75, 5.85, 6.1, 6.5, 6.75, 6.949999999999999, 7.199999999999999, 7.35, 7.45, 7.6, 7.800000000000001, 7.95, 8.1, 8.399999999999999, 8.649999999999999, 8.8, 9.15, 9.8, 10.399999999999999, 10.75, 10.95, 11.05, 11.2, 11.4, 11.8, 12.399999999999999, 13.45, 14.35, 14.75, 15.1, 15.399999999999999, 15.7, 15.850000000000001, 16.6, 17.5, 17.85, 18.2, 18.45, 19.05, 19.700000000000003, 20.0, 21.45, 22.85, 23.1, 23.25, 24.15, 25.65, 26.75, 27.45, 29.1, 30.65, 31.700000000000003, 53.8, 75.0], \"y\": [0.2053453265430235, 0.2053453265430235, 0.21492745672244648, 0.20891264989606848, 0.16288300456883964, 0.13055726881172652, 0.1689916567409492, 0.35255614866550855, 0.31784741982430376, 0.30182655501471495, 0.2954970452642923, 0.2583330314872588, 0.2085180377920059, -0.02880212934377449, -0.0445838151445081, -0.04635111420453629, -0.050496641105074846, -0.055731981154793844, -0.03695292688514801, -0.05175487588304936, -0.10429886972999558, -0.10038106791157615, -0.04201268881150197, -0.05445546278078754, -0.14337216245037007, -0.13446256932075168, -0.13446256932075168, -0.13446256932075168, -0.13446256932075168, -0.13446256932075168, -0.16687920060908729, -0.17108672910688114, -0.17108672910688114, -0.17108672910688114, -0.17108672910688114, -0.17108672910688114, -0.17108672910688114, -0.17108672910688114, -0.17108672910688114, -0.17108672910688114, -0.17108672910688114, -0.17108672910688114, -0.17108672910688114, -0.17108672910688114, -0.17108672910688114, -0.17224999684227268, -0.17238183834346774, -0.1710309719041484, -0.1877415192476746, -0.19173954065775267, -0.19220832069045976, -0.19220832069045976, -0.19220832069045976, -0.19220832069045976, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115, -0.19813824528233115], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"marker\": {\"color\": \"#ff7f0e\"}, \"name\": \"Distribution\", \"width\": 1, \"x\": [\"0.4 - 5.06\", \"5.06 - 9.72\", \"9.72 - 14.4\", \"14.4 - 19\", \"19 - 23.7\", \"23.7 - 28.4\", \"28.4 - 33\", \"33 - 37.7\", \"37.7 - 42.4\", \"42.4 - 47\", \"47 - 51.7\", \"51.7 - 56.3\", \"56.3 - 61\", \"61 - 65.7\", \"65.7 - 70.3\", \"70.3 - 75\"], \"y\": [395, 30, 11, 11, 7, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 1], \"type\": \"bar\", \"xaxis\": \"x2\", \"yaxis\": \"y2\"}], \"layout\": {\"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0]}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.4, 1.0], \"title\": {\"text\": \"Score\"}, \"range\": [-0.5097212434794212, 0.661370019690394]}, \"xaxis2\": {\"anchor\": \"y2\", \"domain\": [0.0, 1.0]}, \"yaxis2\": {\"anchor\": \"x2\", \"domain\": [0.0, 0.15], \"title\": {\"text\": \"Density\"}}, \"title\": {\"text\": \"Total_Bilirubin\"}, \"showlegend\": false}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Lower Bound\", \"x\": [0.1, 0.15000000000000002, 0.25, 0.35, 0.45, 0.55, 0.6499999999999999, 0.75, 0.8500000000000001, 0.95, 1.05, 1.15, 1.25, 1.35, 1.45, 1.55, 1.65, 1.75, 1.85, 1.95, 2.05, 2.1500000000000004, 2.25, 2.3499999999999996, 2.45, 2.55, 2.6500000000000004, 2.75, 2.8499999999999996, 2.95, 3.1, 3.25, 3.45, 3.6500000000000004, 3.8, 3.95, 4.05, 4.15, 4.25, 4.4, 4.55, 4.75, 4.95, 5.05, 5.15, 5.35, 5.55, 5.8, 6.05, 6.15, 6.300000000000001, 6.7, 7.1, 7.45, 7.75, 8.0, 8.35, 8.65, 8.9, 9.25, 9.85, 10.3, 10.600000000000001, 11.05, 11.5, 11.75, 11.95, 12.35, 12.7, 13.25, 13.899999999999999, 14.149999999999999, 15.65, 17.700000000000003, 18.3], \"y\": [0.07384173362571742, 0.12753861998960536, 0.09364788466815512, 0.03640770331173063, 0.031178543197167716, 0.01397253566882059, -0.0246876590916541, -0.14129973836281956, -0.19010958991267585, -0.19597678461863646, -0.28747961599020777, -0.3088689748495615, -0.35856425806734243, -0.35830754263283937, -0.4055983832187572, -0.4055983832187572, -0.44825707334026366, -0.44840313089484285, -0.44840313089484285, -0.44840313089484285, -0.44840313089484285, -0.44840313089484285, -0.44812783825073016, -0.45088071492332393, -0.4521566719438723, -0.4521566719438723, -0.4521566719438723, -0.4521566719438723, -0.4521566719438723, -0.44505897357263763, -0.47078508907932687, -0.47158212487367046, -0.47232391906920435, -0.5097212434794212, -0.5092866413742659, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015, -0.5090206329742015], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"color\": \"rgb(31, 119, 180)\", \"shape\": \"hv\"}, \"mode\": \"lines\", \"name\": \"Main\", \"x\": [0.1, 0.15000000000000002, 0.25, 0.35, 0.45, 0.55, 0.6499999999999999, 0.75, 0.8500000000000001, 0.95, 1.05, 1.15, 1.25, 1.35, 1.45, 1.55, 1.65, 1.75, 1.85, 1.95, 2.05, 2.1500000000000004, 2.25, 2.3499999999999996, 2.45, 2.55, 2.6500000000000004, 2.75, 2.8499999999999996, 2.95, 3.1, 3.25, 3.45, 3.6500000000000004, 3.8, 3.95, 4.05, 4.15, 4.25, 4.4, 4.55, 4.75, 4.95, 5.05, 5.15, 5.35, 5.55, 5.8, 6.05, 6.15, 6.300000000000001, 6.7, 7.1, 7.45, 7.75, 8.0, 8.35, 8.65, 8.9, 9.25, 9.85, 10.3, 10.600000000000001, 11.05, 11.5, 11.75, 11.95, 12.35, 12.7, 13.25, 13.899999999999999, 14.149999999999999, 15.65, 17.700000000000003, 18.3], \"y\": [0.13572437919285296, 0.17185032632998673, 0.14293991818319057, 0.10643721713742238, 0.08749370426030316, 0.10306270431053191, 0.05217845000794391, -0.05712567892490596, -0.08687250208230592, -0.10068815383148773, -0.2102921617461992, -0.18553804976790594, -0.26710384882125027, -0.2658994409017425, -0.29145732620708237, -0.29145732620708237, -0.3041949226146202, -0.30434052264043443, -0.30434052264043443, -0.30434052264043443, -0.30434052264043443, -0.30434052264043443, -0.30372122363395526, -0.3078918408180985, -0.30905073303852665, -0.30905073303852665, -0.30905073303852665, -0.30905073303852665, -0.30905073303852665, -0.30014094581395057, -0.3313459658352427, -0.33211698714910415, -0.332803359802342, -0.3578802673862104, -0.3588871721676803, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186, -0.35956499719477186], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Upper Bound\", \"x\": [0.1, 0.15000000000000002, 0.25, 0.35, 0.45, 0.55, 0.6499999999999999, 0.75, 0.8500000000000001, 0.95, 1.05, 1.15, 1.25, 1.35, 1.45, 1.55, 1.65, 1.75, 1.85, 1.95, 2.05, 2.1500000000000004, 2.25, 2.3499999999999996, 2.45, 2.55, 2.6500000000000004, 2.75, 2.8499999999999996, 2.95, 3.1, 3.25, 3.45, 3.6500000000000004, 3.8, 3.95, 4.05, 4.15, 4.25, 4.4, 4.55, 4.75, 4.95, 5.05, 5.15, 5.35, 5.55, 5.8, 6.05, 6.15, 6.300000000000001, 6.7, 7.1, 7.45, 7.75, 8.0, 8.35, 8.65, 8.9, 9.25, 9.85, 10.3, 10.600000000000001, 11.05, 11.5, 11.75, 11.95, 12.35, 12.7, 13.25, 13.899999999999999, 14.149999999999999, 15.65, 17.700000000000003, 18.3], \"y\": [0.1976070247599885, 0.2161620326703681, 0.19223195169822604, 0.17646673096311413, 0.14380886532343862, 0.19215287295224323, 0.12904455910754192, 0.027048380513007647, 0.016364585748064014, -0.005399523044338994, -0.1331047075021906, -0.06220712468625038, -0.1756434395751581, -0.17349133917064563, -0.17731626919540752, -0.17731626919540752, -0.16013277188897676, -0.160277914386026, -0.160277914386026, -0.160277914386026, -0.160277914386026, -0.160277914386026, -0.15931460901718036, -0.1649029667128731, -0.16594479413318097, -0.16594479413318097, -0.16594479413318097, -0.16594479413318097, -0.16594479413318097, -0.1552229180552635, -0.19190684259115848, -0.19265184942453786, -0.19328280053547967, -0.2060392912929997, -0.20848770296109465, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214, -0.21010936141534214], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"marker\": {\"color\": \"#ff7f0e\"}, \"name\": \"Distribution\", \"width\": 1, \"x\": [\"0.1 - 1.31\", \"1.31 - 2.53\", \"2.53 - 3.74\", \"3.74 - 4.95\", \"4.95 - 6.17\", \"6.17 - 7.38\", \"7.38 - 8.59\", \"8.59 - 9.81\", \"9.81 - 11\", \"11 - 12.2\", \"12.2 - 13.4\", \"13.4 - 14.7\", \"14.7 - 15.9\", \"15.9 - 17.1\", \"17.1 - 18.3\"], \"y\": [357, 39, 17, 13, 8, 4, 6, 5, 3, 4, 2, 3, 0, 0, 2], \"type\": \"bar\", \"xaxis\": \"x2\", \"yaxis\": \"y2\"}], \"layout\": {\"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0]}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.4, 1.0], \"title\": {\"text\": \"Score\"}, \"range\": [-0.5097212434794212, 0.661370019690394]}, \"xaxis2\": {\"anchor\": \"y2\", \"domain\": [0.0, 1.0]}, \"yaxis2\": {\"anchor\": \"x2\", \"domain\": [0.0, 0.15], \"title\": {\"text\": \"Density\"}}, \"title\": {\"text\": \"Direct_Bilirubin\"}, \"showlegend\": false}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Lower Bound\", \"x\": [63.0, 76.5, 91.0, 94.5, 97.5, 99.0, 101.5, 104.0, 106.5, 109.0, 112.0, 114.5, 115.5, 119.5, 124.0, 126.0, 127.5, 129.0, 132.0, 134.5, 136.0, 137.5, 139.0, 141.0, 143.0, 144.5, 145.5, 146.5, 147.5, 148.5, 149.5, 150.5, 151.5, 152.5, 153.5, 154.5, 155.5, 156.5, 157.5, 158.5, 159.5, 161.0, 162.5, 164.0, 166.5, 168.5, 169.5, 170.5, 172.0, 173.5, 174.5, 175.5, 177.0, 178.5, 179.5, 181.0, 182.5, 183.5, 184.5, 185.5, 186.5, 187.5, 188.5, 189.5, 190.5, 191.5, 192.5, 193.5, 194.5, 195.5, 196.5, 197.5, 198.5, 200.0, 201.5, 203.0, 204.5, 205.5, 207.0, 208.5, 209.5, 210.5, 211.5, 213.0, 214.5, 215.5, 217.0, 218.5, 219.5, 222.0, 224.5, 226.0, 227.5, 229.0, 230.5, 231.5, 233.0, 234.5, 235.5, 236.5, 237.5, 238.5, 239.5, 242.5, 246.0, 248.5, 250.5, 252.0, 254.5, 256.5, 257.5, 258.5, 259.5, 261.0, 262.5, 264.0, 266.5, 268.5, 269.5, 270.5, 271.5, 273.5, 275.5, 277.5, 279.5, 281.0, 283.5, 285.5, 287.5, 289.5, 291.0, 292.5, 295.5, 299.0, 301.0, 305.5, 309.5, 312.0, 314.5, 315.5, 318.0, 323.0, 328.5, 331.5, 333.5, 337.5, 341.0, 345.0, 348.5, 349.5, 353.0, 357.0, 359.0, 362.5, 366.0, 370.5, 374.5, 377.5, 383.0, 387.0, 390.0, 396.0, 400.5, 403.0, 405.5, 408.0, 412.5, 416.5, 424.0, 440.0, 454.0, 459.0, 461.0, 464.0, 468.0, 475.0, 481.0, 484.0, 488.0, 495.0, 504.5, 510.5, 513.5, 516.5, 528.0, 546.0, 554.5, 557.5, 561.0, 568.0, 574.5, 577.5, 584.0, 590.0, 595.5, 604.5, 611.0, 613.0, 617.5, 635.5, 655.5, 662.5, 672.0, 683.0, 692.5, 709.0, 734.5, 759.0, 785.0, 803.5, 827.5, 856.0, 881.5, 908.0, 932.5, 1000.0, 1075.0, 1105.0, 1117.0, 1237.0, 1385.0, 1485.0, 1565.0, 1600.0, 1685.0, 1823.0, 2003.0, 2110.0], \"y\": [-0.01356651232683928, -0.01356651232683928, -0.01356651232683928, -0.01356651232683928, -0.01356651232683928, -0.040551999279507006, -0.040551999279507006, -0.040551999279507006, -0.01567089533957662, -0.005120442755162866, -0.005120442755162866, -0.005120442755162866, -0.005120442755162866, -0.005120442755162866, -0.005120442755162866, -0.005120442755162866, 0.04080796192439494, 0.04080796192439494, 0.04929967262643324, 0.12216690065655017, 0.12216690065655017, 0.12216690065655017, 0.12216690065655017, 0.12472390720586216, 0.12472390720586216, 0.13070743912339983, 0.13070743912339983, 0.12522844602624889, 0.1260351000996498, 0.1260351000996498, 0.1260351000996498, 0.1308743771384544, 0.1347472898508667, 0.18016998591326824, 0.1765950742534282, 0.178908558988642, 0.178908558988642, 0.178908558988642, 0.18165740132207248, 0.19337045097933458, 0.19337045097933458, 0.19521059684387904, 0.17660617131359785, 0.1600416929507304, 0.123414575285874, 0.123414575285874, 0.123414575285874, 0.123414575285874, 0.123414575285874, 0.12651320303844205, 0.12123495804259438, 0.12123495804259438, 0.12029008830701421, 0.12616084600396646, 0.12025492098611305, 0.11982815621338637, 0.1073431210223292, 0.06667769156884631, 0.05927590166665146, 0.05829223700112976, 0.05829223700112976, 0.05829223700112976, 0.05624822458310701, 0.05624822458310701, 0.09221294340930275, 0.09860210079644549, 0.09321267582006647, 0.09856935275045907, 0.08235366839876294, 0.05727093313826241, 0.05887996938070747, 0.03829903412987404, 0.06283137356404404, 0.05899056185880222, 0.027183648754149803, -0.005795693835431277, -0.03622166760011084, -0.010824508055361962, -0.0327188802501401, -0.06092603132482684, -0.13425381299575, -0.13988792045713838, -0.16111273803011214, -0.1816090314616784, -0.1816090314616784, -0.19164701188059677, -0.2033600387604124, -0.21482697834311157, -0.21482697834311157, -0.21482697834311157, -0.21482697834311157, -0.2156013765413528, -0.2156013765413528, -0.2156013765413528, -0.2156013765413528, -0.2156013765413528, -0.2156013765413528, -0.2156013765413528, -0.2156013765413528, -0.2156013765413528, -0.2162836025951447, -0.2162836025951447, -0.2162836025951447, -0.2162836025951447, -0.2162836025951447, -0.2214679431204444, -0.22720194423633086, -0.23045352681498274, -0.2358098215778632, -0.2358098215778632, -0.2358098215778632, -0.2358098215778632, -0.2358098215778632, -0.2358098215778632, -0.2358098215778632, -0.23624202586785414, -0.23624202586785414, -0.23624202586785414, -0.23624202586785414, -0.23624202586785414, -0.23624202586785414, -0.23624202586785414, -0.23624202586785414, -0.23624202586785414, -0.23624202586785414, -0.23624202586785414, -0.23624202586785414, -0.23624202586785414, -0.23624202586785414, -0.23624202586785414, -0.23624202586785414, -0.23624202586785414, -0.2325406160279475, -0.22137944034534562, -0.2175381920559729, -0.2175381920559729, -0.18084285551722912, -0.18084285551722912, -0.18084285551722912, -0.18084285551722912, -0.20062229868636472, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.2567786302364993, -0.25726059901990933, -0.25726059901990933, -0.25726059901990933, -0.25726059901990933, -0.25726059901990933, -0.25713459796438537, -0.2570723929171322, -0.2570723929171322, -0.2570723929171322, -0.2570723929171322, -0.23406582884605087, -0.2433029291795772, -0.2433029291795772, -0.2433029291795772, -0.25082606101548954, -0.26146146559876704, -0.27120413591706166, -0.29177008758435713, -0.29177008758435713, -0.29177008758435713, -0.29177008758435713, -0.29177008758435713, -0.29177008758435713, -0.29177008758435713, -0.29177008758435713, -0.29177008758435713, -0.29177008758435713, -0.29177008758435713, -0.29177008758435713, -0.29177008758435713, -0.29177008758435713, -0.29177008758435713, -0.29177008758435713, -0.29177008758435713, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714, -0.30992865401069714], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"color\": \"rgb(31, 119, 180)\", \"shape\": \"hv\"}, \"mode\": \"lines\", \"name\": \"Main\", \"x\": [63.0, 76.5, 91.0, 94.5, 97.5, 99.0, 101.5, 104.0, 106.5, 109.0, 112.0, 114.5, 115.5, 119.5, 124.0, 126.0, 127.5, 129.0, 132.0, 134.5, 136.0, 137.5, 139.0, 141.0, 143.0, 144.5, 145.5, 146.5, 147.5, 148.5, 149.5, 150.5, 151.5, 152.5, 153.5, 154.5, 155.5, 156.5, 157.5, 158.5, 159.5, 161.0, 162.5, 164.0, 166.5, 168.5, 169.5, 170.5, 172.0, 173.5, 174.5, 175.5, 177.0, 178.5, 179.5, 181.0, 182.5, 183.5, 184.5, 185.5, 186.5, 187.5, 188.5, 189.5, 190.5, 191.5, 192.5, 193.5, 194.5, 195.5, 196.5, 197.5, 198.5, 200.0, 201.5, 203.0, 204.5, 205.5, 207.0, 208.5, 209.5, 210.5, 211.5, 213.0, 214.5, 215.5, 217.0, 218.5, 219.5, 222.0, 224.5, 226.0, 227.5, 229.0, 230.5, 231.5, 233.0, 234.5, 235.5, 236.5, 237.5, 238.5, 239.5, 242.5, 246.0, 248.5, 250.5, 252.0, 254.5, 256.5, 257.5, 258.5, 259.5, 261.0, 262.5, 264.0, 266.5, 268.5, 269.5, 270.5, 271.5, 273.5, 275.5, 277.5, 279.5, 281.0, 283.5, 285.5, 287.5, 289.5, 291.0, 292.5, 295.5, 299.0, 301.0, 305.5, 309.5, 312.0, 314.5, 315.5, 318.0, 323.0, 328.5, 331.5, 333.5, 337.5, 341.0, 345.0, 348.5, 349.5, 353.0, 357.0, 359.0, 362.5, 366.0, 370.5, 374.5, 377.5, 383.0, 387.0, 390.0, 396.0, 400.5, 403.0, 405.5, 408.0, 412.5, 416.5, 424.0, 440.0, 454.0, 459.0, 461.0, 464.0, 468.0, 475.0, 481.0, 484.0, 488.0, 495.0, 504.5, 510.5, 513.5, 516.5, 528.0, 546.0, 554.5, 557.5, 561.0, 568.0, 574.5, 577.5, 584.0, 590.0, 595.5, 604.5, 611.0, 613.0, 617.5, 635.5, 655.5, 662.5, 672.0, 683.0, 692.5, 709.0, 734.5, 759.0, 785.0, 803.5, 827.5, 856.0, 881.5, 908.0, 932.5, 1000.0, 1075.0, 1105.0, 1117.0, 1237.0, 1385.0, 1485.0, 1565.0, 1600.0, 1685.0, 1823.0, 2003.0, 2110.0], \"y\": [0.10697213642099496, 0.10697213642099496, 0.10697213642099496, 0.10697213642099496, 0.10697213642099496, 0.12781821549761518, 0.12781821549761518, 0.12781821549761518, 0.10904730471085303, 0.09211521375811335, 0.09211521375811335, 0.09211521375811335, 0.09211521375811335, 0.09211521375811335, 0.09211521375811335, 0.09211521375811335, 0.12222020995209736, 0.12222020995209736, 0.13692574107571404, 0.18985891730418253, 0.18985891730418253, 0.18985891730418253, 0.18985891730418253, 0.19182683501797254, 0.19182683501797254, 0.1972208602152714, 0.1972208602152714, 0.1886183332924714, 0.18616936056944305, 0.18616936056944305, 0.18616936056944305, 0.1895362677659168, 0.1927684487692063, 0.22392932598876486, 0.22997171530433652, 0.23173182853814547, 0.23173182853814547, 0.23173182853814547, 0.23395632276245237, 0.2772028767036911, 0.2772028767036911, 0.2864998176425593, 0.27885822651800407, 0.25388017307488486, 0.1962124425730837, 0.1962124425730837, 0.1962124425730837, 0.1962124425730837, 0.1962124425730837, 0.20789321841190558, 0.18213986338436355, 0.18213986338436355, 0.18552526318361628, 0.2029790567868418, 0.20705260808232645, 0.18162319926352283, 0.17279673437293702, 0.15068194654598366, 0.147508602186136, 0.14486611967476737, 0.14486611967476737, 0.14486611967476737, 0.14785501484552857, 0.14785501484552857, 0.19156713807876508, 0.19402314060650527, 0.1913822164286636, 0.19953986490544784, 0.17304636518905542, 0.14608043817650335, 0.14711356609222365, 0.12528548878955323, 0.14301789048081043, 0.14022819984734208, 0.11863401489944236, 0.0559666285902382, 0.04386129057095705, 0.08581546602963835, 0.05972579728865438, 0.03594197776018698, -0.018424460806874737, -0.029355182196125013, -0.07944385441372606, -0.10711093898285665, -0.10711093898285665, -0.1483212659619785, -0.15965527190330944, -0.16458212755346294, -0.16458212755346294, -0.16458212755346294, -0.16458212755346294, -0.16648762988201402, -0.16648762988201402, -0.16648762988201402, -0.16648762988201402, -0.16648762988201402, -0.16648762988201402, -0.16648762988201402, -0.16648762988201402, -0.16648762988201402, -0.1668302083807843, -0.1668302083807843, -0.1668302083807843, -0.1668302083807843, -0.1668302083807843, -0.16959048737003177, -0.1714698841793489, -0.1724952232883454, -0.17413625217721831, -0.17413625217721831, -0.17413625217721831, -0.17413625217721831, -0.17413625217721831, -0.17413625217721831, -0.17413625217721831, -0.17332206251933283, -0.17332206251933283, -0.17332206251933283, -0.17332206251933283, -0.17332206251933283, -0.17332206251933283, -0.17332206251933283, -0.17332206251933283, -0.17332206251933283, -0.17332206251933283, -0.17332206251933283, -0.17332206251933283, -0.17332206251933283, -0.17332206251933283, -0.17332206251933283, -0.17332206251933283, -0.17332206251933283, -0.16832209518885596, -0.16047667198247736, -0.15034640432241667, -0.15034640432241667, -0.13831440142407034, -0.13831440142407034, -0.13831440142407034, -0.13831440142407034, -0.1452944901810602, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.174624239479201, -0.17497555310273674, -0.17497555310273674, -0.17497555310273674, -0.17497555310273674, -0.17497555310273674, -0.17562623087129306, -0.1760616617128046, -0.1760616617128046, -0.1760616617128046, -0.1760616617128046, -0.1696373342194841, -0.17451775566657804, -0.17451775566657804, -0.17451775566657804, -0.17679809547296374, -0.17990595088714326, -0.18266891803271637, -0.18832964412150346, -0.18832964412150346, -0.18832964412150346, -0.18832964412150346, -0.18832964412150346, -0.18832964412150346, -0.18832964412150346, -0.18832964412150346, -0.18832964412150346, -0.18832964412150346, -0.18832964412150346, -0.18832964412150346, -0.18832964412150346, -0.18832964412150346, -0.18832964412150346, -0.18832964412150346, -0.18832964412150346, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456, -0.1935493651443456], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Upper Bound\", \"x\": [63.0, 76.5, 91.0, 94.5, 97.5, 99.0, 101.5, 104.0, 106.5, 109.0, 112.0, 114.5, 115.5, 119.5, 124.0, 126.0, 127.5, 129.0, 132.0, 134.5, 136.0, 137.5, 139.0, 141.0, 143.0, 144.5, 145.5, 146.5, 147.5, 148.5, 149.5, 150.5, 151.5, 152.5, 153.5, 154.5, 155.5, 156.5, 157.5, 158.5, 159.5, 161.0, 162.5, 164.0, 166.5, 168.5, 169.5, 170.5, 172.0, 173.5, 174.5, 175.5, 177.0, 178.5, 179.5, 181.0, 182.5, 183.5, 184.5, 185.5, 186.5, 187.5, 188.5, 189.5, 190.5, 191.5, 192.5, 193.5, 194.5, 195.5, 196.5, 197.5, 198.5, 200.0, 201.5, 203.0, 204.5, 205.5, 207.0, 208.5, 209.5, 210.5, 211.5, 213.0, 214.5, 215.5, 217.0, 218.5, 219.5, 222.0, 224.5, 226.0, 227.5, 229.0, 230.5, 231.5, 233.0, 234.5, 235.5, 236.5, 237.5, 238.5, 239.5, 242.5, 246.0, 248.5, 250.5, 252.0, 254.5, 256.5, 257.5, 258.5, 259.5, 261.0, 262.5, 264.0, 266.5, 268.5, 269.5, 270.5, 271.5, 273.5, 275.5, 277.5, 279.5, 281.0, 283.5, 285.5, 287.5, 289.5, 291.0, 292.5, 295.5, 299.0, 301.0, 305.5, 309.5, 312.0, 314.5, 315.5, 318.0, 323.0, 328.5, 331.5, 333.5, 337.5, 341.0, 345.0, 348.5, 349.5, 353.0, 357.0, 359.0, 362.5, 366.0, 370.5, 374.5, 377.5, 383.0, 387.0, 390.0, 396.0, 400.5, 403.0, 405.5, 408.0, 412.5, 416.5, 424.0, 440.0, 454.0, 459.0, 461.0, 464.0, 468.0, 475.0, 481.0, 484.0, 488.0, 495.0, 504.5, 510.5, 513.5, 516.5, 528.0, 546.0, 554.5, 557.5, 561.0, 568.0, 574.5, 577.5, 584.0, 590.0, 595.5, 604.5, 611.0, 613.0, 617.5, 635.5, 655.5, 662.5, 672.0, 683.0, 692.5, 709.0, 734.5, 759.0, 785.0, 803.5, 827.5, 856.0, 881.5, 908.0, 932.5, 1000.0, 1075.0, 1105.0, 1117.0, 1237.0, 1385.0, 1485.0, 1565.0, 1600.0, 1685.0, 1823.0, 2003.0, 2110.0], \"y\": [0.2275107851688292, 0.2275107851688292, 0.2275107851688292, 0.2275107851688292, 0.2275107851688292, 0.2961884302747374, 0.2961884302747374, 0.2961884302747374, 0.23376550476128266, 0.18935087027138958, 0.18935087027138958, 0.18935087027138958, 0.18935087027138958, 0.18935087027138958, 0.18935087027138958, 0.18935087027138958, 0.20363245797979979, 0.20363245797979979, 0.22455180952499482, 0.2575509339518149, 0.2575509339518149, 0.2575509339518149, 0.2575509339518149, 0.25892976283008295, 0.25892976283008295, 0.263734281307143, 0.263734281307143, 0.25200822055869393, 0.2463036210392363, 0.2463036210392363, 0.2463036210392363, 0.24819815839337922, 0.2507896076875459, 0.26768866606426145, 0.28334835635524486, 0.28455509808764895, 0.28455509808764895, 0.28455509808764895, 0.28625524420283227, 0.3610353024280476, 0.3610353024280476, 0.3777890384412395, 0.3811102817224103, 0.34771865319903933, 0.2690103098602934, 0.2690103098602934, 0.2690103098602934, 0.2690103098602934, 0.2690103098602934, 0.2892732337853691, 0.24304476872613273, 0.24304476872613273, 0.25076043806021836, 0.2797972675697171, 0.29385029517853983, 0.24341824231365927, 0.23825034772354486, 0.234686201523121, 0.23574130270562055, 0.23144000234840498, 0.23144000234840498, 0.23144000234840498, 0.23946180510795012, 0.23946180510795012, 0.2909213327482274, 0.28944418041656506, 0.2895517570372607, 0.3005103770604366, 0.2637390619793479, 0.23488994321474427, 0.23534716280373982, 0.21227194344923242, 0.2232044073975768, 0.22146583783588195, 0.21008438104473492, 0.11772895101590769, 0.12394424874202495, 0.18245544011463866, 0.15217047482744886, 0.1328099868452008, 0.09740489138200052, 0.08117755606488837, 0.002225029202660017, -0.032612846504034884, -0.032612846504034884, -0.10499552004336024, -0.11595050504620649, -0.1143372767638143, -0.1143372767638143, -0.1143372767638143, -0.1143372767638143, -0.11737388322267521, -0.11737388322267521, -0.11737388322267521, -0.11737388322267521, -0.11737388322267521, -0.11737388322267521, -0.11737388322267521, -0.11737388322267521, -0.11737388322267521, -0.1173768141664239, -0.1173768141664239, -0.1173768141664239, -0.1173768141664239, -0.1173768141664239, -0.11771303161961913, -0.11573782412236697, -0.11453691976170807, -0.11246268277657342, -0.11246268277657342, -0.11246268277657342, -0.11246268277657342, -0.11246268277657342, -0.11246268277657342, -0.11246268277657342, -0.1104020991708115, -0.1104020991708115, -0.1104020991708115, -0.1104020991708115, -0.1104020991708115, -0.1104020991708115, -0.1104020991708115, -0.1104020991708115, -0.1104020991708115, -0.1104020991708115, -0.1104020991708115, -0.1104020991708115, -0.1104020991708115, -0.1104020991708115, -0.1104020991708115, -0.1104020991708115, -0.1104020991708115, -0.10410357434976443, -0.0995739036196091, -0.08315461658886042, -0.08315461658886042, -0.09578594733091157, -0.09578594733091157, -0.09578594733091157, -0.09578594733091157, -0.08996668167575567, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09246984872190271, -0.09269050718556414, -0.09269050718556414, -0.09269050718556414, -0.09269050718556414, -0.09269050718556414, -0.09411786377820075, -0.09505093050847702, -0.09505093050847702, -0.09505093050847702, -0.09505093050847702, -0.10520883959291732, -0.10573258215357889, -0.10573258215357889, -0.10573258215357889, -0.10277012993043794, -0.09835043617551945, -0.09413370014837107, -0.08488920065864981, -0.08488920065864981, -0.08488920065864981, -0.08488920065864981, -0.08488920065864981, -0.08488920065864981, -0.08488920065864981, -0.08488920065864981, -0.08488920065864981, -0.08488920065864981, -0.08488920065864981, -0.08488920065864981, -0.08488920065864981, -0.08488920065864981, -0.08488920065864981, -0.08488920065864981, -0.08488920065864981, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403, -0.07717007627799403], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"marker\": {\"color\": \"#ff7f0e\"}, \"name\": \"Distribution\", \"width\": 1, \"x\": [\"63 - 199\", \"199 - 336\", \"336 - 472\", \"472 - 609\", \"609 - 745\", \"745 - 882\", \"882 - 1.02K\", \"1.02K - 1.15K\", \"1.15K - 1.29K\", \"1.29K - 1.43K\", \"1.43K - 1.56K\", \"1.56K - 1.7K\", \"1.7K - 1.84K\", \"1.84K - 1.97K\", \"1.97K - 2.11K\"], \"y\": [202, 168, 38, 22, 11, 6, 3, 4, 0, 3, 1, 2, 1, 1, 1], \"type\": \"bar\", \"xaxis\": \"x2\", \"yaxis\": \"y2\"}], \"layout\": {\"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0]}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.4, 1.0], \"title\": {\"text\": \"Score\"}, \"range\": [-0.5097212434794212, 0.661370019690394]}, \"xaxis2\": {\"anchor\": \"y2\", \"domain\": [0.0, 1.0]}, \"yaxis2\": {\"anchor\": \"x2\", \"domain\": [0.0, 0.15], \"title\": {\"text\": \"Density\"}}, \"title\": {\"text\": \"Alkaline_Phosphotase\"}, \"showlegend\": false}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Lower Bound\", \"x\": [10.0, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5, 29.5, 30.5, 31.5, 32.5, 33.5, 34.5, 35.5, 36.5, 37.5, 38.5, 39.5, 40.5, 41.5, 42.5, 43.5, 44.5, 45.5, 46.5, 47.5, 49.0, 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 58.5, 59.5, 60.5, 61.5, 62.5, 63.5, 64.5, 66.0, 67.5, 68.5, 69.5, 71.0, 73.0, 75.0, 77.5, 79.5, 81.0, 83.0, 84.5, 86.5, 91.0, 94.5, 95.5, 96.5, 98.0, 100.5, 106.0, 111.0, 113.5, 116.5, 118.5, 119.5, 121.5, 124.5, 128.5, 131.5, 132.5, 135.0, 138.5, 140.5, 141.5, 145.0, 148.5, 150.5, 153.0, 154.5, 156.0, 158.0, 159.5, 164.0, 170.5, 176.0, 180.0, 185.0, 189.5, 192.0, 195.0, 197.0, 205.5, 216.5, 225.0, 231.0, 258.0, 302.5, 321.5, 335.5, 363.5, 380.0, 386.0, 398.5, 409.5, 418.5, 432.5, 461.0, 495.5, 565.5, 700.5, 784.5, 832.5, 912.5, 1100.0, 1300.0, 1675.0, 2000.0], \"y\": [0.14123681154389534, 0.13918679831565037, 0.10731603673725082, 0.10131683717519815, 0.08772959824915258, 0.0667604009384367, 0.07210283322557977, 0.08319107517821624, 0.08281669973898126, 0.07151095013590669, 0.03353215294328594, 0.0630466113247632, 0.0732823143502419, 0.06726061621614549, 0.06454453852449216, 0.06383585204771837, 0.07510807329988778, 0.07478673672550915, 0.08382799442567154, 0.08478512325080795, 0.08478512325080795, 0.06634814061168223, 0.03877296856437465, -0.03127481535459218, -0.0452172731391393, -0.0452172731391393, -0.04068551955318703, -0.07420459667863813, -0.06893000818841655, -0.06885914226288643, -0.06879291627748249, -0.06879291627748249, -0.06879291627748249, -0.06879291627748249, -0.057908730075931364, -0.06067508042261874, -0.055864696034757855, -0.05770215925728067, -0.05770215925728067, -0.08071294614287641, -0.08071294614287641, -0.08071294614287641, -0.08063527308433636, -0.08065619841177356, -0.08078615389312337, -0.08420052017280918, -0.09771358755913893, -0.10576255898590697, -0.08733147943652762, -0.08236570740626707, -0.08635499154048772, -0.07778195921515133, -0.07781781011494443, -0.19772190791231287, -0.33074646733219093, -0.3327781380105911, -0.3357204186693824, -0.33740423518797236, -0.33740423518797236, -0.33740423518797236, -0.33740423518797236, -0.33740423518797236, -0.33740423518797236, -0.33740423518797236, -0.33679503186572957, -0.35487087103671666, -0.35487087103671666, -0.35487087103671666, -0.35448563057143523, -0.3534408518162532, -0.3534408518162532, -0.3534408518162532, -0.3534408518162532, -0.3534408518162532, -0.3534408518162532, -0.3534408518162532, -0.3534408518162532, -0.3534408518162532, -0.3524213238357132, -0.3636936454700822, -0.3636936454700822, -0.3636936454700822, -0.3636936454700822, -0.3636936454700822, -0.3636936454700822, -0.3636936454700822, -0.3636936454700822, -0.3636936454700822, -0.3636936454700822, -0.35684306058170456, -0.34903957221241166, -0.3466706671136324, -0.3471908213793393, -0.3478158274706493, -0.3480793889362346, -0.3476690455740904, -0.34042679784057284, -0.34042679784057284, -0.34042679784057284, -0.34042679784057284, -0.34042679784057284, -0.41428806556334574, -0.4154530986398646, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539, -0.4157390475906539], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"color\": \"rgb(31, 119, 180)\", \"shape\": \"hv\"}, \"mode\": \"lines\", \"name\": \"Main\", \"x\": [10.0, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5, 29.5, 30.5, 31.5, 32.5, 33.5, 34.5, 35.5, 36.5, 37.5, 38.5, 39.5, 40.5, 41.5, 42.5, 43.5, 44.5, 45.5, 46.5, 47.5, 49.0, 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 58.5, 59.5, 60.5, 61.5, 62.5, 63.5, 64.5, 66.0, 67.5, 68.5, 69.5, 71.0, 73.0, 75.0, 77.5, 79.5, 81.0, 83.0, 84.5, 86.5, 91.0, 94.5, 95.5, 96.5, 98.0, 100.5, 106.0, 111.0, 113.5, 116.5, 118.5, 119.5, 121.5, 124.5, 128.5, 131.5, 132.5, 135.0, 138.5, 140.5, 141.5, 145.0, 148.5, 150.5, 153.0, 154.5, 156.0, 158.0, 159.5, 164.0, 170.5, 176.0, 180.0, 185.0, 189.5, 192.0, 195.0, 197.0, 205.5, 216.5, 225.0, 231.0, 258.0, 302.5, 321.5, 335.5, 363.5, 380.0, 386.0, 398.5, 409.5, 418.5, 432.5, 461.0, 495.5, 565.5, 700.5, 784.5, 832.5, 912.5, 1100.0, 1300.0, 1675.0, 2000.0], \"y\": [0.3470419226862163, 0.31540921785228765, 0.26749639683300214, 0.2615472600152626, 0.2133166836667002, 0.10639520903452052, 0.10270007957907125, 0.10913818964362575, 0.10940919766174226, 0.10250498742931147, 0.07913245309392619, 0.09156750173416303, 0.11150780418103984, 0.10363001986709758, 0.08884562305242476, 0.08909804639019998, 0.11508129819831087, 0.11072908753796054, 0.12217663159462644, 0.12350730430602842, 0.12350730430602842, 0.11342512549499552, 0.11505438835495474, 0.008011785188299828, 0.0012255611737964356, 0.0012255611737964356, 0.023131798485924365, -0.013571542894949565, -0.010647133032157877, -0.010492437388528175, -0.01034027976560413, -0.01034027976560413, -0.01034027976560413, -0.01034027976560413, 0.0063241591192110674, 0.017463440877715883, 0.01988744691461783, 0.015573002125554111, 0.015573002125554111, -0.00035908560111204413, -0.00035908560111204413, -0.00035908560111204413, 0.0007148331510384714, 0.0015866055207491708, 0.0026876891309698253, 0.006369253743861922, 0.017062911505494327, 0.009391367776503248, 0.11107597459459577, 0.11982567577890778, 0.042618639849064374, -0.01952879739800785, -0.017927163591502093, -0.07570913351029133, -0.23540004020211613, -0.2369843723369563, -0.23953006913568553, -0.24079331564211404, -0.24079331564211404, -0.24079331564211404, -0.24079331564211404, -0.24079331564211404, -0.24079331564211404, -0.24079331564211404, -0.24034885488114027, -0.2531170454802444, -0.2531170454802444, -0.2531170454802444, -0.25434740067358874, -0.255809514365732, -0.255809514365732, -0.255809514365732, -0.255809514365732, -0.255809514365732, -0.255809514365732, -0.255809514365732, -0.255809514365732, -0.255809514365732, -0.25528971264330175, -0.25869376827268664, -0.25869376827268664, -0.25869376827268664, -0.25869376827268664, -0.25869376827268664, -0.25869376827268664, -0.25869376827268664, -0.25869376827268664, -0.25869376827268664, -0.25869376827268664, -0.2545913124458841, -0.24818355046219753, -0.24523070818293147, -0.2462311561538849, -0.24725848194925998, -0.24765130659417878, -0.2470829438848403, -0.2249000151435988, -0.2249000151435988, -0.2249000151435988, -0.2249000151435988, -0.2249000151435988, -0.29476786844662634, -0.2965587917008986, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005, -0.2968515346200005], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Upper Bound\", \"x\": [10.0, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5, 29.5, 30.5, 31.5, 32.5, 33.5, 34.5, 35.5, 36.5, 37.5, 38.5, 39.5, 40.5, 41.5, 42.5, 43.5, 44.5, 45.5, 46.5, 47.5, 49.0, 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 58.5, 59.5, 60.5, 61.5, 62.5, 63.5, 64.5, 66.0, 67.5, 68.5, 69.5, 71.0, 73.0, 75.0, 77.5, 79.5, 81.0, 83.0, 84.5, 86.5, 91.0, 94.5, 95.5, 96.5, 98.0, 100.5, 106.0, 111.0, 113.5, 116.5, 118.5, 119.5, 121.5, 124.5, 128.5, 131.5, 132.5, 135.0, 138.5, 140.5, 141.5, 145.0, 148.5, 150.5, 153.0, 154.5, 156.0, 158.0, 159.5, 164.0, 170.5, 176.0, 180.0, 185.0, 189.5, 192.0, 195.0, 197.0, 205.5, 216.5, 225.0, 231.0, 258.0, 302.5, 321.5, 335.5, 363.5, 380.0, 386.0, 398.5, 409.5, 418.5, 432.5, 461.0, 495.5, 565.5, 700.5, 784.5, 832.5, 912.5, 1100.0, 1300.0, 1675.0, 2000.0], \"y\": [0.5528470338285373, 0.4916316373889249, 0.42767675692875345, 0.421777682855327, 0.3389037690842478, 0.14603001713060432, 0.13329732593256272, 0.13508530410903527, 0.13600169558450326, 0.13349902472271624, 0.12473275324456645, 0.12008839214356286, 0.14973329401183777, 0.13999942351804967, 0.11314670758035736, 0.1143602407326816, 0.15505452309673395, 0.14667143835041194, 0.16052526876358134, 0.1622294853612489, 0.1622294853612489, 0.1605021103783088, 0.19133580814553483, 0.047298385731191835, 0.04766839548673217, 0.04766839548673217, 0.08694911652503576, 0.047061510888739, 0.04763574212410079, 0.04787426748583008, 0.04811235674627423, 0.04811235674627423, 0.04811235674627423, 0.04811235674627423, 0.0705570483143535, 0.0956019621780505, 0.09563958986399351, 0.0888481635083889, 0.0888481635083889, 0.07999477494065232, 0.07999477494065232, 0.07999477494065232, 0.08206493938641331, 0.0838294094532719, 0.08616153215506302, 0.09693902766053303, 0.1318394105701276, 0.12454529453891347, 0.30948342862571915, 0.3220170589640826, 0.17159227123861648, 0.03872436441913563, 0.041963482931940244, 0.04630364089173018, -0.14005361307204137, -0.1411906066633215, -0.14333971960198869, -0.1441823960962557, -0.1441823960962557, -0.1441823960962557, -0.1441823960962557, -0.1441823960962557, -0.1441823960962557, -0.1441823960962557, -0.143902677896551, -0.1513632199237721, -0.1513632199237721, -0.1513632199237721, -0.15420917077574228, -0.15817817691521086, -0.15817817691521086, -0.15817817691521086, -0.15817817691521086, -0.15817817691521086, -0.15817817691521086, -0.15817817691521086, -0.15817817691521086, -0.15817817691521086, -0.15815810145089032, -0.15369389107529108, -0.15369389107529108, -0.15369389107529108, -0.15369389107529108, -0.15369389107529108, -0.15369389107529108, -0.15369389107529108, -0.15369389107529108, -0.15369389107529108, -0.15369389107529108, -0.15233956431006368, -0.1473275287119834, -0.1437907492522305, -0.14527149092843047, -0.1467011364278706, -0.14722322425212298, -0.14649684219559025, -0.10937323244662481, -0.10937323244662481, -0.10937323244662481, -0.10937323244662481, -0.10937323244662481, -0.17524767132990696, -0.17766448476193258, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716, -0.17796402164934716], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"marker\": {\"color\": \"#ff7f0e\"}, \"name\": \"Distribution\", \"width\": 1, \"x\": [\"10 - 134\", \"134 - 259\", \"259 - 383\", \"383 - 508\", \"508 - 632\", \"632 - 756\", \"756 - 881\", \"881 - 1K\", \"1K - 1.13K\", \"1.13K - 1.25K\", \"1.25K - 1.38K\", \"1.38K - 1.5K\", \"1.5K - 1.63K\", \"1.63K - 1.75K\", \"1.75K - 1.88K\", \"1.88K - 2K\"], \"y\": [412, 27, 6, 7, 2, 0, 4, 1, 0, 2, 1, 0, 0, 0, 0, 1], \"type\": \"bar\", \"xaxis\": \"x2\", \"yaxis\": \"y2\"}], \"layout\": {\"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0]}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.4, 1.0], \"title\": {\"text\": \"Score\"}, \"range\": [-0.5097212434794212, 0.661370019690394]}, \"xaxis2\": {\"anchor\": \"y2\", \"domain\": [0.0, 1.0]}, \"yaxis2\": {\"anchor\": \"x2\", \"domain\": [0.0, 0.15], \"title\": {\"text\": \"Density\"}}, \"title\": {\"text\": \"Alamine_Aminotransferase\"}, \"showlegend\": false}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Lower Bound\", \"x\": [11.0, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5, 29.5, 30.5, 31.5, 32.5, 33.5, 34.5, 35.5, 36.5, 37.5, 38.5, 39.5, 40.5, 41.5, 42.5, 43.5, 44.5, 45.5, 46.5, 47.5, 48.5, 49.5, 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 58.5, 60.0, 61.5, 62.5, 63.5, 64.5, 65.5, 66.5, 67.5, 69.0, 70.5, 71.5, 72.5, 74.0, 76.0, 77.5, 78.5, 79.5, 80.5, 81.5, 82.5, 83.5, 84.5, 85.5, 86.5, 87.5, 88.5, 89.5, 90.5, 91.5, 93.5, 96.0, 97.5, 98.5, 99.5, 101.0, 102.5, 103.5, 104.5, 106.5, 109.0, 110.5, 112.0, 113.5, 115.0, 120.5, 125.5, 126.5, 128.5, 134.0, 138.5, 139.5, 140.5, 141.5, 142.5, 144.0, 146.5, 150.0, 153.5, 155.5, 158.5, 164.5, 172.0, 177.0, 179.0, 180.5, 183.0, 185.5, 186.5, 188.5, 195.0, 201.0, 211.0, 220.5, 225.5, 230.5, 231.5, 232.5, 234.0, 235.5, 240.5, 246.5, 261.5, 280.0, 291.5, 314.0, 339.0, 349.0, 358.5, 367.5, 384.0, 400.5, 403.5, 423.5, 469.0, 498.5, 505.5, 536.5, 569.0, 589.0, 612.5, 626.5, 680.5, 787.5, 847.0, 950.0, 1275.0, 1550.0, 2273.0, 3937.5, 4929.0], \"y\": [0.01649069777293355, 0.01649069777293355, 0.01649069777293355, -0.03227840572703648, 0.04629950769581699, 0.017112785584136758, -0.012162966235891914, -0.009905763767722585, 0.09947960256517563, 0.10616055813170254, 0.12447430236687008, 0.10155461908545414, 0.10095507323581815, 0.08986184004526879, 0.0810152291850948, 0.07746673579011404, 0.07746673579011404, 0.0775075500554482, 0.0775075500554482, 0.06521236272923453, 0.06521236272923453, 0.06846996919197376, 0.08324340205560508, 0.08753609453819133, 0.09271209016989061, 0.09037071744065384, 0.06729641336660573, 0.06337844115938615, 0.058297917176210856, 0.05783060236449536, 0.09613805533989069, 0.08585321463237694, 0.013207751655396616, -0.13423605885581297, -0.19376776634395176, -0.1765254916072409, -0.1772594073991392, -0.17917620888862346, -0.17917620888862346, -0.17917620888862346, -0.1778946924162661, -0.17627067026203436, -0.17627067026203436, -0.17627067026203436, -0.17627067026203436, -0.17623382822223616, -0.1507125634757605, -0.15478474454015512, -0.15478474454015512, -0.17301191312998188, -0.20408311189097786, -0.20408311189097786, -0.20408311189097786, -0.20696304574375626, -0.20696304574375626, -0.20696304574375626, -0.20696304574375626, -0.20696304574375626, -0.20696304574375626, -0.21059940877143363, -0.21497603213499852, -0.21497603213499852, -0.21504712697364714, -0.21574942434436017, -0.21681205857976987, -0.21818173875841468, -0.22026953600071586, -0.22409145772388184, -0.22409145772388184, -0.22409145772388184, -0.2249534812477467, -0.22610795171524162, -0.22588133459173024, -0.22720226778509667, -0.22798937300352085, -0.22717714417472215, -0.22717714417472215, -0.22717714417472215, -0.2157280711656988, -0.21682162045287054, -0.21682162045287054, -0.21682162045287054, -0.21682162045287054, -0.21682162045287054, -0.21682162045287054, -0.2179514092090749, -0.2192063267263951, -0.22073052916766092, -0.22073052916766092, -0.21889317323106333, -0.2268052828997653, -0.2268052828997653, -0.2268052828997653, -0.2268052828997653, -0.2268052828997653, -0.22320463305603694, -0.2270994342699854, -0.2270994342699854, -0.2270994342699854, -0.2270994342699854, -0.2270994342699854, -0.2270994342699854, -0.2270994342699854, -0.2270994342699854, -0.2270994342699854, -0.24205125836431818, -0.24212915932510554, -0.24398572453481157, -0.2522546263730454, -0.2522546263730454, -0.2522546263730454, -0.2522546263730454, -0.2531197970658865, -0.2531197970658865, -0.2531197970658865, -0.2531197970658865, -0.2531197970658865, -0.2531197970658865, -0.2531197970658865, -0.2531197970658865, -0.2531197970658865, -0.2531197970658865, -0.2531197970658865, -0.2531197970658865, -0.2542294317997015, -0.2542294317997015, -0.2542294317997015, -0.2542294317997015, -0.25505002938647503, -0.25505002938647503, -0.25505002938647503, -0.25505002938647503, -0.2754346995379949, -0.3041250399741805, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816, -0.30626103207221816], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"color\": \"rgb(31, 119, 180)\", \"shape\": \"hv\"}, \"mode\": \"lines\", \"name\": \"Main\", \"x\": [11.0, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5, 29.5, 30.5, 31.5, 32.5, 33.5, 34.5, 35.5, 36.5, 37.5, 38.5, 39.5, 40.5, 41.5, 42.5, 43.5, 44.5, 45.5, 46.5, 47.5, 48.5, 49.5, 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 58.5, 60.0, 61.5, 62.5, 63.5, 64.5, 65.5, 66.5, 67.5, 69.0, 70.5, 71.5, 72.5, 74.0, 76.0, 77.5, 78.5, 79.5, 80.5, 81.5, 82.5, 83.5, 84.5, 85.5, 86.5, 87.5, 88.5, 89.5, 90.5, 91.5, 93.5, 96.0, 97.5, 98.5, 99.5, 101.0, 102.5, 103.5, 104.5, 106.5, 109.0, 110.5, 112.0, 113.5, 115.0, 120.5, 125.5, 126.5, 128.5, 134.0, 138.5, 139.5, 140.5, 141.5, 142.5, 144.0, 146.5, 150.0, 153.5, 155.5, 158.5, 164.5, 172.0, 177.0, 179.0, 180.5, 183.0, 185.5, 186.5, 188.5, 195.0, 201.0, 211.0, 220.5, 225.5, 230.5, 231.5, 232.5, 234.0, 235.5, 240.5, 246.5, 261.5, 280.0, 291.5, 314.0, 339.0, 349.0, 358.5, 367.5, 384.0, 400.5, 403.5, 423.5, 469.0, 498.5, 505.5, 536.5, 569.0, 589.0, 612.5, 626.5, 680.5, 787.5, 847.0, 950.0, 1275.0, 1550.0, 2273.0, 3937.5, 4929.0], \"y\": [0.15929945464923487, 0.15929945464923487, 0.15929945464923487, 0.03888037106178861, 0.07676245377635885, 0.06690347374086528, 0.056573075788468596, 0.060048441205873, 0.14071730318736714, 0.14767134263368162, 0.1804176048094811, 0.1612945551647414, 0.16036035695459722, 0.15152558608310915, 0.13919859778386046, 0.12123057694588829, 0.12123057694588829, 0.12172786105114171, 0.12172786105114171, 0.11437552108063907, 0.11437552108063907, 0.11755655186572875, 0.14575020958272147, 0.14742782303823357, 0.16026790263524648, 0.1567943920059256, 0.13413823406456996, 0.13117584812706584, 0.15136968498415293, 0.14993794467903054, 0.18855506279236667, 0.1986925889513408, 0.1100122034968071, -0.011939978108047172, -0.06434845160265955, -0.10258291539212074, -0.10299701502114779, -0.1068723282152146, -0.1068723282152146, -0.1068723282152146, -0.10625755585749803, -0.10544790281575152, -0.10544790281575152, -0.10544790281575152, -0.10544790281575152, -0.07914749978178122, -0.04627889314371565, -0.07438313248046989, -0.07438313248046989, -0.10520991256748542, -0.13269626904473664, -0.13269626904473664, -0.13269626904473664, -0.13525261946316774, -0.13525261946316774, -0.13525261946316774, -0.13525261946316774, -0.13525261946316774, -0.13525261946316774, -0.13979966943015154, -0.14316788412241016, -0.14316788412241016, -0.14100320690617857, -0.1384554312024694, -0.13629490610534323, -0.13422824767651564, -0.1316974378390735, -0.12435952446710642, -0.12435952446710642, -0.12435952446710642, -0.12519691279684697, -0.12699909161154332, -0.1310921998209072, -0.13241228158135365, -0.13178161913901387, -0.13027457758327993, -0.13027457758327993, -0.13027457758327993, -0.14239716771047972, -0.1533699299926986, -0.1533699299926986, -0.1533699299926986, -0.1533699299926986, -0.1533699299926986, -0.1533699299926986, -0.15116168724730272, -0.14937909989683107, -0.1475922730406682, -0.1475922730406682, -0.14978869793116822, -0.169807312698802, -0.169807312698802, -0.169807312698802, -0.169807312698802, -0.169807312698802, -0.15831526905873555, -0.16595381816110716, -0.16595381816110716, -0.16595381816110716, -0.16595381816110716, -0.16595381816110716, -0.16595381816110716, -0.16595381816110716, -0.16595381816110716, -0.16595381816110716, -0.1793237964462404, -0.18287326196159392, -0.18641108147720847, -0.19281872595840116, -0.19281872595840116, -0.19281872595840116, -0.19281872595840116, -0.19320041086258433, -0.19320041086258433, -0.19320041086258433, -0.19320041086258433, -0.19320041086258433, -0.19320041086258433, -0.19320041086258433, -0.19320041086258433, -0.19320041086258433, -0.19320041086258433, -0.19320041086258433, -0.19320041086258433, -0.1938364880312483, -0.1938364880312483, -0.1938364880312483, -0.1938364880312483, -0.1884719276419805, -0.1884719276419805, -0.1884719276419805, -0.1884719276419805, -0.2011882657623843, -0.21301659925749084, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845, -0.21710806954791845], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Upper Bound\", \"x\": [11.0, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5, 29.5, 30.5, 31.5, 32.5, 33.5, 34.5, 35.5, 36.5, 37.5, 38.5, 39.5, 40.5, 41.5, 42.5, 43.5, 44.5, 45.5, 46.5, 47.5, 48.5, 49.5, 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 58.5, 60.0, 61.5, 62.5, 63.5, 64.5, 65.5, 66.5, 67.5, 69.0, 70.5, 71.5, 72.5, 74.0, 76.0, 77.5, 78.5, 79.5, 80.5, 81.5, 82.5, 83.5, 84.5, 85.5, 86.5, 87.5, 88.5, 89.5, 90.5, 91.5, 93.5, 96.0, 97.5, 98.5, 99.5, 101.0, 102.5, 103.5, 104.5, 106.5, 109.0, 110.5, 112.0, 113.5, 115.0, 120.5, 125.5, 126.5, 128.5, 134.0, 138.5, 139.5, 140.5, 141.5, 142.5, 144.0, 146.5, 150.0, 153.5, 155.5, 158.5, 164.5, 172.0, 177.0, 179.0, 180.5, 183.0, 185.5, 186.5, 188.5, 195.0, 201.0, 211.0, 220.5, 225.5, 230.5, 231.5, 232.5, 234.0, 235.5, 240.5, 246.5, 261.5, 280.0, 291.5, 314.0, 339.0, 349.0, 358.5, 367.5, 384.0, 400.5, 403.5, 423.5, 469.0, 498.5, 505.5, 536.5, 569.0, 589.0, 612.5, 626.5, 680.5, 787.5, 847.0, 950.0, 1275.0, 1550.0, 2273.0, 3937.5, 4929.0], \"y\": [0.3021082115255362, 0.3021082115255362, 0.3021082115255362, 0.11003914785061371, 0.1072253998569007, 0.1166941618975938, 0.1253091178128291, 0.13000264617946858, 0.18195500380955865, 0.18918212713566068, 0.23636090725209213, 0.22103449124402863, 0.21976564067337628, 0.2131893321209495, 0.19738196638262612, 0.16499441810166254, 0.16499441810166254, 0.1659481720468352, 0.1659481720468352, 0.16353867943204362, 0.16353867943204362, 0.16664313453948373, 0.20825701710983785, 0.2073195515382758, 0.22782371510060234, 0.22321806657119736, 0.20098005476253417, 0.19897325509474553, 0.244441452792095, 0.24204528699356573, 0.28097207024484266, 0.31153196327030463, 0.20681665533821758, 0.11035610263971864, 0.06507086313863265, -0.02864033917700058, -0.028734622643156377, -0.03456844754180574, -0.03456844754180574, -0.03456844754180574, -0.034620419298729985, -0.03462513536946868, -0.03462513536946868, -0.03462513536946868, -0.03462513536946868, 0.017938828658673717, 0.05815477718832922, 0.006018479579215322, 0.006018479579215322, -0.03740791200498897, -0.061309426198495415, -0.061309426198495415, -0.061309426198495415, -0.06354219318257923, -0.06354219318257923, -0.06354219318257923, -0.06354219318257923, -0.06354219318257923, -0.06354219318257923, -0.06899993008886945, -0.0713597361098218, -0.0713597361098218, -0.06695928683871, -0.061161438060578596, -0.05577775363091658, -0.05027475659461661, -0.04312533967743115, -0.02462759121033102, -0.02462759121033102, -0.02462759121033102, -0.025440344345947247, -0.02789023150784503, -0.036303065050084155, -0.03762229537761064, -0.03557386527450691, -0.0333720109918377, -0.0333720109918377, -0.0333720109918377, -0.06906626425526065, -0.08991823953252667, -0.08991823953252667, -0.08991823953252667, -0.08991823953252667, -0.08991823953252667, -0.08991823953252667, -0.08437196528553054, -0.07955187306726705, -0.07445401691367545, -0.07445401691367545, -0.0806842226312731, -0.11280934249783872, -0.11280934249783872, -0.11280934249783872, -0.11280934249783872, -0.11280934249783872, -0.09342590506143415, -0.1048082020522289, -0.1048082020522289, -0.1048082020522289, -0.1048082020522289, -0.1048082020522289, -0.1048082020522289, -0.1048082020522289, -0.1048082020522289, -0.1048082020522289, -0.11659633452816263, -0.12361736459808231, -0.12883643841960538, -0.1333828255437569, -0.1333828255437569, -0.1333828255437569, -0.1333828255437569, -0.13328102465928213, -0.13328102465928213, -0.13328102465928213, -0.13328102465928213, -0.13328102465928213, -0.13328102465928213, -0.13328102465928213, -0.13328102465928213, -0.13328102465928213, -0.13328102465928213, -0.13328102465928213, -0.13328102465928213, -0.13344354426279514, -0.13344354426279514, -0.13344354426279514, -0.13344354426279514, -0.12189382589748596, -0.12189382589748596, -0.12189382589748596, -0.12189382589748596, -0.12694183198677372, -0.12190815854080116, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873, -0.12795510702361873], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"marker\": {\"color\": \"#ff7f0e\"}, \"name\": \"Distribution\", \"width\": 1, \"x\": [\"11 - 300\", \"300 - 590\", \"590 - 879\", \"879 - 1.17K\", \"1.17K - 1.46K\", \"1.46K - 1.75K\", \"1.75K - 2.04K\", \"2.04K - 2.33K\", \"2.33K - 2.61K\", \"2.61K - 2.9K\", \"2.9K - 3.19K\", \"3.19K - 3.48K\", \"3.48K - 3.77K\", \"3.77K - 4.06K\", \"4.06K - 4.35K\", \"4.35K - 4.64K\", \"4.64K - 4.93K\"], \"y\": [432, 15, 10, 2, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1], \"type\": \"bar\", \"xaxis\": \"x2\", \"yaxis\": \"y2\"}], \"layout\": {\"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0]}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.4, 1.0], \"title\": {\"text\": \"Score\"}, \"range\": [-0.5097212434794212, 0.661370019690394]}, \"xaxis2\": {\"anchor\": \"y2\", \"domain\": [0.0, 1.0]}, \"yaxis2\": {\"anchor\": \"x2\", \"domain\": [0.0, 0.15], \"title\": {\"text\": \"Density\"}}, \"title\": {\"text\": \"Aspartate_Aminotransferase\"}, \"showlegend\": false}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Lower Bound\", \"x\": [2.7, 2.75, 2.9, 3.3, 3.7, 3.8499999999999996, 4.0, 4.199999999999999, 4.35, 4.45, 4.55, 4.65, 4.75, 4.85, 4.95, 5.05, 5.15, 5.25, 5.35, 5.45, 5.55, 5.65, 5.75, 5.85, 5.95, 6.05, 6.15, 6.25, 6.35, 6.45, 6.55, 6.65, 6.75, 6.85, 6.95, 7.05, 7.15, 7.25, 7.35, 7.45, 7.55, 7.65, 7.75, 7.85, 7.95, 8.05, 8.149999999999999, 8.25, 8.350000000000001, 8.45, 8.55, 8.649999999999999, 8.8, 9.05, 9.35, 9.55, 9.6], \"y\": [-0.14095923960229628, -0.14095923960229628, -0.14095923960229628, -0.14095923960229628, -0.14095923960229628, -0.14095923960229628, -0.153223491564504, -0.16613346568251322, -0.16613346568251322, -0.06811369916371054, -0.03479230605209262, -0.035713862990868386, -0.03068965346269844, -0.026683491048077386, -0.03736671037312404, -0.02940141773064077, -0.02831367153852246, -0.04345722145738651, -0.04809241837349019, -0.04809241837349019, -0.05728810224963955, -0.06306407725399585, -0.06310597725705765, -0.054049558526314656, -0.03791452450651444, -0.035000552020282266, -0.04275618983564792, -0.020842947766187614, -0.030362517362736804, -0.01773716190121085, -0.0698221502141057, -0.0766654945382736, -0.0799951378985359, -0.06435693459457544, -0.02697052494566344, -0.0268543285112783, -0.022744694537634086, -0.031347360588421865, -0.038352057777858224, -0.038352057777858224, -0.008677998068507026, 0.010874235083309078, -0.009384774103069302, -0.015586402135890812, -0.03786946179589591, -0.06528453562152316, -0.054241340009290664, -0.05511640060861418, -0.12341209645264165, -0.2820604071812661, -0.32241678611987257, -0.32241678611987257, -0.32241678611987257, -0.32241678611987257, -0.32241678611987257, -0.32241678611987257, -0.32241678611987257], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"color\": \"rgb(31, 119, 180)\", \"shape\": \"hv\"}, \"mode\": \"lines\", \"name\": \"Main\", \"x\": [2.7, 2.75, 2.9, 3.3, 3.7, 3.8499999999999996, 4.0, 4.199999999999999, 4.35, 4.45, 4.55, 4.65, 4.75, 4.85, 4.95, 5.05, 5.15, 5.25, 5.35, 5.45, 5.55, 5.65, 5.75, 5.85, 5.95, 6.05, 6.15, 6.25, 6.35, 6.45, 6.55, 6.65, 6.75, 6.85, 6.95, 7.05, 7.15, 7.25, 7.35, 7.45, 7.55, 7.65, 7.75, 7.85, 7.95, 8.05, 8.149999999999999, 8.25, 8.350000000000001, 8.45, 8.55, 8.649999999999999, 8.8, 9.05, 9.35, 9.55, 9.6], \"y\": [0.009373576234813857, 0.009373576234813857, 0.009373576234813857, 0.009373576234813857, 0.009373576234813857, 0.009373576234813857, -0.06571236289662769, -0.07943615651797867, -0.07943615651797867, -0.007546170861047322, 0.015548258677651888, 0.016938785048086547, 0.03929776369606088, 0.0411436130126672, -0.0024529482387095347, 0.003000809705323848, 0.003666686558980878, -0.016809481611732707, -0.02031228125089765, -0.02031228125089765, -0.023705120653114836, -0.027174061349177464, -0.03281105307423396, 0.024717414276328675, -0.002388701540759028, 0.013458319490731327, -0.0018464939187402135, 0.012336383172579804, 0.013597824702218111, 0.02099383921639511, -0.008582818809086568, -0.019370068297751702, -0.022654665064099744, -0.012426855143301357, 0.011494025473491154, 0.01159076955056021, 0.0237260352491096, 0.016321650991492576, 0.01481438778524892, 0.01481438778524892, 0.0399614561037235, 0.05360738284193485, 0.08063133394683496, 0.07220566898595825, 0.012839532941170337, 0.007708619633781111, 0.03646357655787802, 0.03584321707379186, -0.019179321161073765, -0.11720282909028296, -0.16918035558098166, -0.16918035558098166, -0.16918035558098166, -0.16918035558098166, -0.16918035558098166, -0.16918035558098166, -0.16918035558098166], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Upper Bound\", \"x\": [2.7, 2.75, 2.9, 3.3, 3.7, 3.8499999999999996, 4.0, 4.199999999999999, 4.35, 4.45, 4.55, 4.65, 4.75, 4.85, 4.95, 5.05, 5.15, 5.25, 5.35, 5.45, 5.55, 5.65, 5.75, 5.85, 5.95, 6.05, 6.15, 6.25, 6.35, 6.45, 6.55, 6.65, 6.75, 6.85, 6.95, 7.05, 7.15, 7.25, 7.35, 7.45, 7.55, 7.65, 7.75, 7.85, 7.95, 8.05, 8.149999999999999, 8.25, 8.350000000000001, 8.45, 8.55, 8.649999999999999, 8.8, 9.05, 9.35, 9.55, 9.6], \"y\": [0.159706392071924, 0.159706392071924, 0.159706392071924, 0.159706392071924, 0.159706392071924, 0.159706392071924, 0.021798765771248604, 0.007261152646555885, 0.007261152646555885, 0.053021357441615895, 0.0658888234073964, 0.06959143308704148, 0.1092851808548202, 0.1089707170734118, 0.032460813895704974, 0.035403037141288465, 0.03564704465648422, 0.00983825823392109, 0.007467855871694885, 0.007467855871694885, 0.00987786094340988, 0.008715954555640913, -0.002516128891410275, 0.103484387078972, 0.033137121424996384, 0.06191719100174492, 0.03906320199816749, 0.04551571411134722, 0.05755816676717303, 0.05972484033400107, 0.05265651259593256, 0.03792535794277018, 0.034685807770336426, 0.03950322430797272, 0.04995857589264575, 0.05003586761239872, 0.07019676503585329, 0.06399066257140701, 0.06798083334835606, 0.06798083334835606, 0.08860091027595403, 0.09634053060056062, 0.1706474419967392, 0.15999774010780732, 0.06354852767823659, 0.08070177488908538, 0.1271684931250467, 0.1268028347561979, 0.08505345413049412, 0.04765474900070024, -0.015943925042090745, -0.015943925042090745, -0.015943925042090745, -0.015943925042090745, -0.015943925042090745, -0.015943925042090745, -0.015943925042090745], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"marker\": {\"color\": \"#ff7f0e\"}, \"name\": \"Distribution\", \"width\": 1, \"x\": [\"2.7 - 3.28\", \"3.28 - 3.85\", \"3.85 - 4.42\", \"4.42 - 5\", \"5 - 5.58\", \"5.58 - 6.15\", \"6.15 - 6.72\", \"6.72 - 7.3\", \"7.3 - 7.88\", \"7.88 - 8.45\", \"8.45 - 9.02\", \"9.02 - 9.6\"], \"y\": [3, 3, 9, 15, 54, 90, 86, 97, 51, 43, 8, 4], \"type\": \"bar\", \"xaxis\": \"x2\", \"yaxis\": \"y2\"}], \"layout\": {\"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0]}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.4, 1.0], \"title\": {\"text\": \"Score\"}, \"range\": [-0.5097212434794212, 0.661370019690394]}, \"xaxis2\": {\"anchor\": \"y2\", \"domain\": [0.0, 1.0]}, \"yaxis2\": {\"anchor\": \"x2\", \"domain\": [0.0, 0.15], \"title\": {\"text\": \"Density\"}}, \"title\": {\"text\": \"Total_Protiens\"}, \"showlegend\": false}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Lower Bound\", \"x\": [0.9, 0.95, 1.2, 1.45, 1.55, 1.65, 1.75, 1.85, 1.95, 2.05, 2.1500000000000004, 2.25, 2.3499999999999996, 2.45, 2.55, 2.6500000000000004, 2.75, 2.8499999999999996, 2.95, 3.05, 3.1500000000000004, 3.25, 3.3499999999999996, 3.45, 3.55, 3.6500000000000004, 3.75, 3.8499999999999996, 3.95, 4.05, 4.15, 4.25, 4.35, 4.45, 4.55, 4.65, 4.75, 4.85, 4.95, 5.25, 5.5], \"y\": [-0.12528257969062187, -0.12528257969062187, -0.12528257969062187, -0.12528257969062187, -0.12528257969062187, -0.12541540507843577, -0.13070707053876424, -0.13070707053876424, -0.12461277890237647, -0.20344484500679588, -0.20199812587347782, -0.22061081917370423, -0.20473910288334118, -0.20304931584776553, -0.20404176513011218, -0.21112978143676486, -0.12907325258326424, -0.035266581519670104, -0.05274698578818182, -0.035526096529751854, 0.0002694752299721784, -0.008638295977057162, -0.09500987516166767, -0.008235480042564247, 0.019289690574861587, 0.026134200376443963, 0.03872153226494979, 0.017121172097117707, 0.005946149077567318, 0.0910761255440263, 0.12063333645013799, 0.07337765094929888, 0.10045856983575294, 0.07695023078485791, -0.020896736712052194, -0.17312884361118103, -0.17487884683191052, -0.18179397645584225, -0.18179397645584225, -0.18179397645584225, -0.18179397645584225], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"color\": \"rgb(31, 119, 180)\", \"shape\": \"hv\"}, \"mode\": \"lines\", \"name\": \"Main\", \"x\": [0.9, 0.95, 1.2, 1.45, 1.55, 1.65, 1.75, 1.85, 1.95, 2.05, 2.1500000000000004, 2.25, 2.3499999999999996, 2.45, 2.55, 2.6500000000000004, 2.75, 2.8499999999999996, 2.95, 3.05, 3.1500000000000004, 3.25, 3.3499999999999996, 3.45, 3.55, 3.6500000000000004, 3.75, 3.8499999999999996, 3.95, 4.05, 4.15, 4.25, 4.35, 4.45, 4.55, 4.65, 4.75, 4.85, 4.95, 5.25, 5.5], \"y\": [-0.09517405793347801, -0.09517405793347801, -0.09517405793347801, -0.09517405793347801, -0.09517405793347801, -0.09487742647437329, -0.10300386357954035, -0.10300386357954035, -0.09752764788564823, -0.12439052901500659, -0.10915132500074846, -0.09734923532233004, -0.12199593154011547, -0.11760363477354792, -0.12071789457474884, -0.1279610636187854, -0.07851261151171197, 0.00585398076981955, -0.0014215666367083518, 0.015615088465256735, 0.04116013983607523, 0.029330877392073407, -0.02006886407987346, 0.10189246723400827, 0.058915596158932194, 0.06273466817228127, 0.06869320931235179, 0.05257110737739077, 0.04298261032748263, 0.20650118640793966, 0.24842977421455809, 0.20738320006171193, 0.24021211455945413, 0.2197913955366662, 0.12288278507013398, -0.0317003085513131, -0.047474829962829465, -0.06324236258143122, -0.06324236258143122, -0.06324236258143122, -0.06324236258143122], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Upper Bound\", \"x\": [0.9, 0.95, 1.2, 1.45, 1.55, 1.65, 1.75, 1.85, 1.95, 2.05, 2.1500000000000004, 2.25, 2.3499999999999996, 2.45, 2.55, 2.6500000000000004, 2.75, 2.8499999999999996, 2.95, 3.05, 3.1500000000000004, 3.25, 3.3499999999999996, 3.45, 3.55, 3.6500000000000004, 3.75, 3.8499999999999996, 3.95, 4.05, 4.15, 4.25, 4.35, 4.45, 4.55, 4.65, 4.75, 4.85, 4.95, 5.25, 5.5], \"y\": [-0.06506553617633413, -0.06506553617633413, -0.06506553617633413, -0.06506553617633413, -0.06506553617633413, -0.06433944787031082, -0.07530065662031646, -0.07530065662031646, -0.07044251686891999, -0.0453362130232173, -0.01630452412801911, 0.025912348529044144, -0.03925276019688974, -0.032157953699330305, -0.03739402401938549, -0.04479234580080595, -0.027951970440159707, 0.046974543059309204, 0.04990385251476512, 0.06675627346026533, 0.08205080444217827, 0.06730005076120398, 0.05487214700192075, 0.2120204145105808, 0.0985415017430028, 0.09933513596811858, 0.09866488635975379, 0.08802104265766383, 0.08001907157739793, 0.32192624727185304, 0.3762262119789782, 0.341388749174125, 0.3799656592831553, 0.3626325602884745, 0.2666623068523202, 0.10972822650855481, 0.07992918690625157, 0.05530925129297981, 0.05530925129297981, 0.05530925129297981, 0.05530925129297981], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"marker\": {\"color\": \"#ff7f0e\"}, \"name\": \"Distribution\", \"width\": 1, \"x\": [\"0.9 - 1.32\", \"1.32 - 1.74\", \"1.74 - 2.15\", \"2.15 - 2.57\", \"2.57 - 2.99\", \"2.99 - 3.41\", \"3.41 - 3.83\", \"3.83 - 4.25\", \"4.25 - 4.66\", \"4.66 - 5.08\", \"5.08 - 5.5\"], \"y\": [3, 9, 45, 51, 76, 112, 62, 70, 25, 8, 2], \"type\": \"bar\", \"xaxis\": \"x2\", \"yaxis\": \"y2\"}], \"layout\": {\"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0]}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.4, 1.0], \"title\": {\"text\": \"Score\"}, \"range\": [-0.5097212434794212, 0.661370019690394]}, \"xaxis2\": {\"anchor\": \"y2\", \"domain\": [0.0, 1.0]}, \"yaxis2\": {\"anchor\": \"x2\", \"domain\": [0.0, 0.15], \"title\": {\"text\": \"Density\"}}, \"title\": {\"text\": \"Albumin\"}, \"showlegend\": false}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Lower Bound\", \"x\": [0.3, 0.32499999999999996, 0.36, 0.38, 0.395, 0.435, 0.475, 0.49, 0.51, 0.525, 0.54, 0.565, 0.59, 0.605, 0.615, 0.63, 0.655, 0.685, 0.72, 0.745, 0.755, 0.77, 0.79, 0.835, 0.875, 0.885, 0.895, 0.91, 0.925, 0.94, 0.955, 0.98, 1.0150000000000001, 1.045, 1.0750000000000002, 1.0950000000000002, 1.13, 1.17, 1.19, 1.225, 1.26, 1.2850000000000001, 1.32, 1.3599999999999999, 1.3849999999999998, 1.395, 1.45, 1.505, 1.53, 1.565, 1.59, 1.63, 1.68, 1.71, 1.76, 1.8250000000000002, 1.875, 2.2, 2.65, 2.8], \"y\": [-0.194589956409838, -0.194589956409838, -0.194589956409838, -0.194589956409838, -0.194589956409838, -0.1939256132890067, -0.19200310187044797, -0.18075307835840254, -0.18075307835840254, -0.18148583504839727, -0.18148583504839727, -0.18148583504839727, -0.18148583504839727, -0.18148583504839727, -0.17607719559454188, -0.1721751052369055, -0.15840886623412653, -0.15766787859563997, -0.15326623670792955, -0.1492518090246492, -0.1473439590893572, -0.1473439590893572, -0.1473439590893572, -0.14345831520120117, -0.1288270227815608, -0.09327218151819072, 0.06170263901185208, 0.060532417357794605, 0.03335961848055282, 0.019490060813882777, 0.016323508984998153, 0.013566063828332975, 0.013401235718796436, 0.01531614116422083, 0.014006634641472511, 0.015725268731871897, 0.026878954387824755, 0.09811730138336469, 0.09320284275493906, 0.07055075327554526, 0.06140164281019676, 0.04776220124745498, -0.08119118229261575, -0.08702606628120874, -0.0892336616928163, -0.13000971564950015, -0.13458842609705546, -0.1683780787090035, -0.16962696723405002, -0.17079422647127396, -0.29376389662324587, -0.2898486931092379, -0.09300905798080687, -0.08324740779686786, -0.06897142322563217, -0.06897142322563217, -0.06897142322563217, -0.0748234127770208, -0.0748234127770208, -0.0748234127770208], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"color\": \"rgb(31, 119, 180)\", \"shape\": \"hv\"}, \"mode\": \"lines\", \"name\": \"Main\", \"x\": [0.3, 0.32499999999999996, 0.36, 0.38, 0.395, 0.435, 0.475, 0.49, 0.51, 0.525, 0.54, 0.565, 0.59, 0.605, 0.615, 0.63, 0.655, 0.685, 0.72, 0.745, 0.755, 0.77, 0.79, 0.835, 0.875, 0.885, 0.895, 0.91, 0.925, 0.94, 0.955, 0.98, 1.0150000000000001, 1.045, 1.0750000000000002, 1.0950000000000002, 1.13, 1.17, 1.19, 1.225, 1.26, 1.2850000000000001, 1.32, 1.3599999999999999, 1.3849999999999998, 1.395, 1.45, 1.505, 1.53, 1.565, 1.59, 1.63, 1.68, 1.71, 1.76, 1.8250000000000002, 1.875, 2.2, 2.65, 2.8], \"y\": [-0.15261847111063603, -0.15261847111063603, -0.15261847111063603, -0.15261847111063603, -0.15261847111063603, -0.15235027673566653, -0.15154471147977133, -0.1444225507048033, -0.1444225507048033, -0.1450730069169598, -0.1450730069169598, -0.1450730069169598, -0.1450730069169598, -0.1450730069169598, -0.14226327445839138, -0.13640811567858302, -0.11628225282509204, -0.1148169953377265, -0.11473370030170564, -0.1132565141344075, -0.11050374927295005, -0.11050374927295005, -0.11050374927295005, -0.10173447903189127, -0.08422776449571033, -0.028689913765775593, 0.13769750801527444, 0.13176111740630767, 0.07925883546288208, 0.06388999203562225, 0.055632461371392015, 0.0544434334502672, 0.06701250022428883, 0.06561873758670365, 0.06126035469943747, 0.05970421840077911, 0.07785152475589201, 0.15952153377399916, 0.16821984762978898, 0.15563533111594474, 0.15535504695314922, 0.1567802628315642, 0.07436819596578075, 0.07015697562091741, 0.06709215261512394, -0.021926135929842536, -0.027510192774433034, -0.051800859121847745, -0.055113410048874614, -0.05786099234954091, -0.1260267192098402, -0.1190311704868358, -0.005347771707024274, -0.0012886205728492028, 0.012123657948333727, 0.012123657948333727, 0.012123657948333727, 0.010173209144918746, 0.010173209144918746, 0.010173209144918746], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"fill\": \"tonexty\", \"fillcolor\": \"rgba(68, 68, 68, 0.15)\", \"line\": {\"shape\": \"hv\", \"width\": 0}, \"marker\": {\"color\": \"#444\"}, \"mode\": \"lines\", \"name\": \"Upper Bound\", \"x\": [0.3, 0.32499999999999996, 0.36, 0.38, 0.395, 0.435, 0.475, 0.49, 0.51, 0.525, 0.54, 0.565, 0.59, 0.605, 0.615, 0.63, 0.655, 0.685, 0.72, 0.745, 0.755, 0.77, 0.79, 0.835, 0.875, 0.885, 0.895, 0.91, 0.925, 0.94, 0.955, 0.98, 1.0150000000000001, 1.045, 1.0750000000000002, 1.0950000000000002, 1.13, 1.17, 1.19, 1.225, 1.26, 1.2850000000000001, 1.32, 1.3599999999999999, 1.3849999999999998, 1.395, 1.45, 1.505, 1.53, 1.565, 1.59, 1.63, 1.68, 1.71, 1.76, 1.8250000000000002, 1.875, 2.2, 2.65, 2.8], \"y\": [-0.11064698581143406, -0.11064698581143406, -0.11064698581143406, -0.11064698581143406, -0.11064698581143406, -0.11077494018232636, -0.11108632108909469, -0.10809202305120408, -0.10809202305120408, -0.10866017878552232, -0.10866017878552232, -0.10866017878552232, -0.10866017878552232, -0.10866017878552232, -0.10844935332224087, -0.10064112612026055, -0.07415563941605754, -0.07196611207981304, -0.07620116389548173, -0.07726121924416579, -0.0736635394565429, -0.0736635394565429, -0.0736635394565429, -0.060010642862581356, -0.039628506209859866, 0.035892353986639536, 0.2136923770186968, 0.20298981745482073, 0.12515805244521133, 0.10828992325736173, 0.09494141375778588, 0.09532080307220142, 0.12062376472978122, 0.11592133400918647, 0.10851407475740243, 0.10368316806968632, 0.12882409512395926, 0.22092576616463364, 0.2432368525046389, 0.2407199089563442, 0.24930845109610167, 0.2657983244156734, 0.22992757422417726, 0.22734001752304356, 0.22341796692306418, 0.08615744378981509, 0.0795680405481894, 0.06477636046530802, 0.059400147136300804, 0.05507224177219214, 0.04171045820356545, 0.051786352135566274, 0.08231351456675833, 0.08067016665116945, 0.09321873912229962, 0.09321873912229962, 0.09321873912229962, 0.0951698310668583, 0.0951698310668583, 0.0951698310668583], \"type\": \"scatter\", \"xaxis\": \"x\", \"yaxis\": \"y\"}, {\"marker\": {\"color\": \"#ff7f0e\"}, \"name\": \"Distribution\", \"width\": 1, \"x\": [\"0.3 - 0.479\", \"0.479 - 0.657\", \"0.657 - 0.836\", \"0.836 - 1.01\", \"1.01 - 1.19\", \"1.19 - 1.37\", \"1.37 - 1.55\", \"1.55 - 1.73\", \"1.73 - 1.91\", \"1.91 - 2.09\", \"2.09 - 2.26\", \"2.26 - 2.44\", \"2.44 - 2.62\", \"2.62 - 2.8\"], \"y\": [19, 55, 101, 148, 42, 52, 26, 12, 5, 0, 0, 0, 2, 1], \"type\": \"bar\", \"xaxis\": \"x2\", \"yaxis\": \"y2\"}], \"layout\": {\"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0]}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.4, 1.0], \"title\": {\"text\": \"Score\"}, \"range\": [-0.5097212434794212, 0.661370019690394]}, \"xaxis2\": {\"anchor\": \"y2\", \"domain\": [0.0, 1.0]}, \"yaxis2\": {\"anchor\": \"x2\", \"domain\": [0.0, 0.15], \"title\": {\"text\": \"Density\"}}, \"title\": {\"text\": \"Albumin_and_Globulin_Ratio\"}, \"showlegend\": false}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"x\": [63.0, 124.0, 141.0, 147.5, 157.5, 161.0, 166.5, 172.0, 177.0, 181.0, 184.5, 188.5, 191.5, 195.5, 198.5, 204.5, 209.5, 215.5, 222.0, 237.5, 257.5, 271.5, 283.5, 295.5, 309.5, 333.5, 370.5, 416.5, 504.5, 611.0, 881.5, 2110.0], \"y\": [11.0, 14.5, 16.5, 18.5, 20.5, 22.5, 24.5, 26.5, 28.5, 30.5, 32.5, 34.5, 38.5, 40.5, 43.5, 47.5, 52.5, 56.5, 58.5, 65.5, 70.5, 80.5, 88.5, 98.5, 110.5, 134.0, 146.5, 185.5, 232.5, 358.5, 626.5, 4929.0], \"z\": [[0.03624034191571488, 0.044668445616328836, 0.044668445616328836, 0.03945251903705463, 0.029712034509095396, 0.014641885389069782, -0.011330607038931649, -0.011330607038931649, -0.011330607038931649, -0.012726089163733956, -0.013824412371876708, 0.008189058404806262, 0.024688431977583213, 0.030014919946087855, 0.030014919946087855, 0.0320868924987471, 0.04414615618667098, 0.034857246993669606, 0.034857246993669606, -0.016836081437240254, -0.017071095435083124, -0.01791382682738253, -0.01791382682738253, -0.02377311071819299, -0.02377311071819299, -0.02377311071819299, -0.02377311071819299, -0.02377311071819299, -0.044088780360432955, -0.044088780360432955, -0.044088780360432955], [0.03624034191571488, 0.044668445616328836, 0.044668445616328836, 0.03945251903705463, 0.029712034509095396, 0.013442515167948291, -0.01252997726005314, -0.01252997726005314, -0.01252997726005314, -0.013925459384855447, -0.014064687474492486, 0.00794878330219048, 0.024448156874967424, 0.02977464484347207, 0.02977464484347207, 0.03184661739613131, 0.0439058810840552, 0.03461697189105382, 0.03461697189105382, -0.01707635653985604, -0.01731137053769891, -0.018154101929998313, -0.018154101929998313, -0.02401338582080878, -0.02401338582080878, -0.02401338582080878, -0.02401338582080878, -0.02401338582080878, -0.04432905546304874, -0.04432905546304874, -0.04432905546304874], [0.03983094058229634, 0.04825904428291029, 0.04825904428291029, 0.04304311770363607, 0.03732054210226886, 0.02105102276112177, -0.004921469666879669, -0.004921469666879669, -0.004921469666879669, -0.006316951791681975, -0.006456179881319019, 0.015557290895363951, 0.024448156874967424, 0.02699836491022061, 0.02699836491022061, 0.026757222325270173, 0.02525423102817886, 0.01596532183517747, 0.01596532183517747, -0.03572800659573239, -0.035963020593575264, -0.03680575198587468, -0.03680575198587468, -0.04266503587668514, -0.04266503587668514, -0.04266503587668514, -0.04266503587668514, -0.04266503587668514, -0.06298070551892507, -0.06298070551892507, -0.06298070551892507], [0.05374609092813934, 0.0621741946287533, 0.0621741946287533, 0.0570637775819013, 0.052362731966036496, 0.036093212624889404, 0.010120720196887971, 0.010120720196887971, 0.010120720196887971, 0.008725238072085665, 0.008586009982448621, 0.03059948075913159, 0.026264097403237145, 0.023917430158280628, 0.023917430158280628, 0.023676287573330197, 0.02217329627623888, 0.012884387083237492, 0.012884387083237492, -0.03880894134767237, -0.03904395534551525, -0.03988668673781465, -0.03988668673781465, -0.04574597062862511, -0.04574597062862511, -0.04574597062862511, -0.04574597062862511, -0.04574597062862511, -0.06606164027086507, -0.06606164027086507, -0.06606164027086507], [0.05399248204238356, 0.062420585742997525, 0.062420585742997525, 0.057310168696145525, 0.05315706505118431, 0.03688754571003722, 0.010915053282035783, 0.010915053282035783, 0.010915053282035783, 0.009519571157233479, 0.009167523333281623, 0.03118099410996459, 0.02592473238915189, 0.023578065144195366, 0.023578065144195366, 0.02333692255924493, 0.021833931262153612, 0.013158793317025802, 0.013158793317025802, -0.03853453511388405, -0.03876954911172692, -0.03961228050402633, -0.03961228050402633, -0.04547156439483678, -0.04547156439483678, -0.04547156439483678, -0.04547156439483678, -0.04547156439483678, -0.06578723403707673, -0.06578723403707673, -0.06578723403707673], [0.05399248204238356, 0.062420585742997525, 0.062420585742997525, 0.057310168696145525, 0.05315706505118431, 0.03688754571003722, 0.010915053282035783, 0.010915053282035783, 0.010915053282035783, 0.009519571157233479, 0.009167523333281623, 0.03118099410996459, 0.02592473238915189, 0.023578065144195366, 0.023578065144195366, 0.02333692255924493, 0.021833931262153612, 0.013158793317025802, 0.013158793317025802, -0.03853453511388405, -0.03876954911172692, -0.03961228050402633, -0.03961228050402633, -0.04547156439483678, -0.04547156439483678, -0.04547156439483678, -0.04547156439483678, -0.04547156439483678, -0.06578723403707673, -0.06578723403707673, -0.06578723403707673], [-0.008609557846219869, -0.00018145414560590337, -0.00018145414560590337, 0.021683666919753593, 0.02511262232714909, 0.0272308825875792, 0.021161450065146713, 0.021161450065146713, 0.021161450065146713, 0.01976596794034441, 0.01926673939476447, 0.041280210171447444, 0.03602394845063473, 0.03214636622425661, 0.03214636622425661, 0.031905223639306174, 0.03089857952556266, 0.024182891503493932, 0.024182891503493932, -0.025529838346342572, -0.02576485234418545, -0.026607583736484856, -0.026607583736484856, -0.03246686762729531, -0.03246686762729531, -0.03246686762729531, -0.03246686762729531, -0.03246686762729531, -0.05278253726953527, -0.05278253726953527, -0.05278253726953527], [-0.011748771861369401, -0.003320668160755441, -0.003320668160755441, 0.018544452904604058, 0.021973408311999558, 0.024853342710051116, 0.019649814447712195, 0.019649814447712195, 0.021162620829136388, 0.019767138704334084, 0.01926791015875414, 0.041281380935437116, 0.03529312051357867, 0.03141553828720055, 0.03141553828720055, 0.031174395702250113, 0.0301677515885066, 0.02693105231603462, 0.02693105231603462, -0.01950251240897821, -0.01973752640682108, -0.02058025779912048, -0.02058025779912048, -0.026439541689930936, -0.026439541689930936, -0.026439541689930936, -0.026439541689930936, -0.026439541689930936, -0.04675521133217091, -0.04675521133217091, -0.04675521133217091], [-0.011801450560665516, -0.0033733468600515536, -0.0033733468600515536, 0.018491774205307947, 0.02192072961270344, 0.0256385959761384, 0.02043506771379948, 0.02043506771379948, 0.021947874095223672, 0.020552391970421368, 0.020053163424841425, 0.0420666342015244, 0.036078373779665954, 0.03147040373815196, 0.03147040373815196, 0.03122926115320152, 0.030765070749396002, 0.02771027445925262, 0.02771027445925262, -0.017994368276205715, -0.018229382274048585, -0.018769115993945637, -0.018769115993945637, -0.02462839988475609, -0.02462839988475609, -0.02462839988475609, -0.02462839988475609, -0.02462839988475609, -0.04513693894032974, -0.04513693894032974, -0.04513693894032974], [-0.02882886265089831, -0.020400758950284346, -0.020400758950284346, 0.002057313257569887, 0.014351900332445485, 0.018069766695880445, 0.015790135310865438, 0.015790135310865438, 0.017302941692289634, 0.01590745956748733, 0.01540823102190739, 0.03742170179859036, 0.03143344137673193, 0.0263799172183209, 0.0263799172183209, 0.026138774633370464, 0.02567458422956495, 0.022619787939421567, 0.022619787939421567, -0.002669094683355069, -0.0029041086811979443, -0.003443842401094993, -0.003443842401094993, -0.003443842401094993, -0.003443842401094993, -0.003443842401094993, -0.003443842401094993, -0.003443842401094993, -0.023952381456668656, -0.023952381456668656, -0.023952381456668656], [-0.028437193965881423, -0.020009090265267458, -0.020009090265267458, 0.002448981942586778, 0.014743569017462379, 0.021636869023011155, 0.019357237637996152, 0.019357237637996152, 0.020870044019420345, 0.01947456189461804, 0.018975333349038098, 0.040988804125721076, 0.03500054370386264, 0.029947019545451613, 0.026723777726236273, 0.02544062131516024, 0.024976430911354732, 0.02192163462121135, 0.02192163462121135, 0.021477961134300068, 0.021673218200982565, 0.02113348448108552, 0.02113348448108552, 0.02113348448108552, 0.02113348448108552, 0.02113348448108552, 0.02113348448108552, 0.02113348448108552, 0.0006249454255118584, 0.0006249454255118584, 0.0006249454255118584], [-0.028437193965881423, -0.020009090265267458, -0.020009090265267458, 0.002448981942586778, 0.014743569017462379, 0.021636869023011155, 0.019357237637996152, 0.019357237637996152, 0.020870044019420345, 0.01947456189461804, 0.018975333349038098, 0.040988804125721076, 0.03500054370386264, 0.029947019545451613, 0.026723777726236273, 0.02544062131516024, 0.024976430911354732, 0.02192163462121135, 0.02192163462121135, 0.021477961134300068, 0.021673218200982565, 0.02113348448108552, 0.02113348448108552, 0.02113348448108552, 0.02113348448108552, 0.02113348448108552, 0.02113348448108552, 0.02113348448108552, 0.0006249454255118584, 0.0006249454255118584, 0.0006249454255118584], [-0.026123909920911167, -0.017695806220297202, -0.017695806220297202, 0.0076831196701997485, 0.019977706745075346, 0.026871006750624118, 0.026871006750624118, 0.026871006750624118, 0.028383813132048314, 0.0241315444850816, 0.021625607229227718, 0.03921311965640825, 0.03322485923454982, 0.028171335076138802, 0.024948093256923463, 0.023664936845847435, 0.023200746442041918, 0.020145950151898535, 0.020145950151898535, 0.021244094743575588, 0.021439351810258085, 0.02089961809036104, 0.02089961809036104, 0.02089961809036104, 0.02089961809036104, 0.02089961809036104, 0.02089961809036104, 0.02089961809036104, 0.0003910790347873786, 0.0003910790347873786, 0.0003910790347873786], [-0.01158419654181764, -0.0031560928412036806, -0.0031560928412036806, 0.022222833049293265, 0.03478607159857928, 0.041679371604128046, 0.041679371604128046, 0.041679371604128046, 0.04319217798555224, 0.03893990933858552, 0.035071055806254386, 0.03803753758976865, 0.03204927716791021, 0.02493651394815258, 0.02171327212893724, 0.020430115717861214, 0.0199659253140557, 0.019001168836784512, 0.019001168836784512, 0.02009931342846157, 0.0204689810985366, 0.020374459397541834, 0.020374459397541834, 0.020374459397541834, 0.023391493136224163, 0.023391493136224163, 0.023391493136224163, 0.023391493136224163, 0.0028829540806505054, 0.0028829540806505054, 0.0028829540806505054], [-0.02931585010700683, -0.02088774640639288, -0.02088774640639288, 0.0044911794841040594, 0.017054418033390074, 0.023723888132601408, 0.023723888132601408, 0.023723888132601408, 0.025236694514025604, 0.022379907991861195, 0.018511054459530045, -0.009951903399349087, -0.015940163821207526, -0.022868626246846983, -0.026091868066062313, -0.02737502447713834, -0.027839214880943847, -0.028506778811488914, -0.028506778811488914, -0.01022516649840562, -0.009855498828330592, -0.009712398918134742, -0.009712398918134742, -0.009712398918134742, -0.006695365179452403, -0.006695365179452403, -0.006695365179452403, -0.006695365179452403, -0.027203904235026062, -0.027203904235026062, -0.027203904235026062], [-0.02931585010700683, -0.02088774640639288, -0.02088774640639288, 0.0044911794841040594, 0.016885367355485202, 0.020055442366218548, 0.020055442366218548, 0.020055442366218548, 0.02156824874764274, 0.018711462225478332, 0.014842608693147187, -0.013620349165731939, -0.023117148438604247, -0.030045610864243705, -0.033268852683459034, -0.03455200909453507, -0.03501619949834059, -0.035683763428885656, -0.035683763428885656, -0.01740215111580235, -0.017032483445727317, -0.016889383535531464, -0.016889383535531464, -0.016889383535531464, -0.013872349796849134, -0.013872349796849134, -0.013872349796849134, -0.013872349796849134, -0.0343808888524228, -0.0343808888524228, -0.0343808888524228], [-0.02875245282663407, -0.020324349126020116, -0.020324349126020116, 0.0050545767644768255, 0.017448764635857966, 0.02061883964659131, 0.02061883964659131, 0.02061883964659131, 0.022131646028015504, 0.019274859505851095, 0.014842608693147187, -0.013620349165731939, -0.023117148438604247, -0.030045610864243705, -0.033268852683459034, -0.03455200909453507, -0.03501619949834059, -0.035683763428885656, -0.035683763428885656, -0.01740215111580235, -0.017032483445727317, -0.016889383535531464, -0.016889383535531464, -0.016889383535531464, -0.013872349796849134, -0.013872349796849134, -0.013872349796849134, -0.013872349796849134, -0.0343808888524228, -0.0343808888524228, -0.0343808888524228], [-0.02875245282663407, -0.020324349126020116, -0.020324349126020116, 0.0050545767644768255, 0.017448764635857966, 0.02061883964659131, 0.02061883964659131, 0.02061883964659131, 0.022131646028015504, 0.019274859505851095, 0.014842608693147187, -0.013620349165731939, -0.023117148438604247, -0.030045610864243705, -0.033268852683459034, -0.03455200909453507, -0.03501619949834059, -0.035683763428885656, -0.035683763428885656, -0.01740215111580235, -0.017032483445727317, -0.016889383535531464, -0.016889383535531464, -0.016889383535531464, -0.013872349796849134, -0.013872349796849134, -0.013872349796849134, -0.013872349796849134, -0.0343808888524228, -0.0343808888524228, -0.0343808888524228], [-0.02624723501542995, -0.018290995861201878, -0.018290995861201878, 0.006450469946007045, 0.018844657817388186, 0.022014732828121532, 0.022014732828121532, 0.022014732828121532, 0.023527539209545728, 0.02067075268738132, 0.016238501874677406, -0.01512220319156641, -0.02461900246443871, -0.03154746489007817, -0.0347707067092935, -0.03605386312036953, -0.03651805352417505, -0.03718561745472012, -0.03718561745472012, -0.01890400514163682, -0.018666864407163662, -0.018523764496967805, -0.018523764496967805, -0.018523764496967805, -0.015506730758285476, -0.015506730758285476, -0.015506730758285476, -0.015506730758285476, -0.034814440392005784, -0.034814440392005784, -0.034814440392005784], [-0.01586677498228634, -0.013642664321921578, -0.013642664321921578, 0.004019070265920788, 0.016413258137301927, 0.01958333314803528, 0.01958333314803528, 0.01958333314803528, 0.021096139529459473, 0.01823935300729506, 0.013807102194591152, -0.01755360287165266, -0.02705040214452497, -0.03397886457016442, -0.03720210638937976, -0.038485262800455784, -0.038949453204261304, -0.03961701713480637, -0.03961701713480637, -0.021335404821723074, -0.021098264087249914, -0.02095516417705406, -0.02095516417705406, -0.02095516417705406, -0.017938130438371728, -0.017938130438371728, -0.017938130438371728, -0.017938130438371728, -0.037245840072092036, -0.037245840072092036, -0.037245840072092036], [0.013299054899924414, 0.015523165560289178, 0.015523165560289178, 0.033184900148131545, 0.04557908801951269, 0.04874916303024604, 0.04874916303024604, 0.04874916303024604, 0.05026196941167024, 0.04740518288950584, 0.042972932076801924, -0.01755360287165266, -0.027278526029607182, -0.03420698845524664, -0.037430230274461976, -0.038713386685538004, -0.039177577089343524, -0.03984514101988859, -0.03984514101988859, -0.021563528706805293, -0.021326387972332137, -0.021183288062136284, -0.021183288062136284, -0.021183288062136284, -0.018166254323453944, -0.018166254323453944, -0.018166254323453944, -0.018166254323453944, -0.037473963957174256, -0.037473963957174256, -0.037473963957174256], [0.06132613092150856, 0.06132613092150856, 0.06132613092150856, 0.07898786550935095, 0.09138205338073206, 0.0945521283914654, 0.0945521283914654, 0.0945521283914654, 0.09606493477288959, 0.06438665767801516, 0.04733639511858401, -0.013190139829870585, -0.02754968140224423, -0.034478143827883674, -0.03770138564709902, -0.04029914033752477, -0.04953694765591225, -0.05020451158645732, -0.05020451158645732, -0.03192289927337402, -0.03168575853890086, -0.031542658628705006, -0.031542658628705006, -0.031542658628705006, -0.028525624890022673, -0.028525624890022673, -0.028525624890022673, -0.028525624890022673, -0.02871849430335638, -0.02871849430335638, -0.02871849430335638], [0.06354520740269379, 0.06354520740269379, 0.06354520740269379, 0.08120694199053617, 0.09282715258609008, 0.09377815111563821, 0.09377815111563821, 0.09377815111563821, 0.0952909574970624, 0.06361268040218795, 0.04656241784275681, -0.013964117105697775, -0.02832365867807142, -0.03525212110371087, -0.0384753629229262, -0.04107311761335196, -0.05031092493173944, -0.05097848886228452, -0.05097848886228452, -0.03269687654920121, -0.03245973581472805, -0.0323166359045322, -0.0323166359045322, -0.0323166359045322, -0.02929960216584987, -0.02929960216584987, -0.02929960216584987, -0.02929960216584987, -0.02949247157918357, -0.02949247157918357, -0.02949247157918357], [0.06354520740269379, 0.06354520740269379, 0.06354520740269379, 0.08120694199053617, 0.09282715258609008, 0.09377815111563821, 0.09377815111563821, 0.09377815111563821, 0.0952909574970624, 0.06361268040218795, 0.04656241784275681, -0.013964117105697775, -0.02832365867807142, -0.03525212110371087, -0.0384753629229262, -0.04107311761335196, -0.05031092493173944, -0.05097848886228452, -0.05097848886228452, -0.03269687654920121, -0.03245973581472805, -0.0323166359045322, -0.0323166359045322, -0.0323166359045322, -0.02929960216584987, -0.02929960216584987, -0.02929960216584987, -0.02929960216584987, -0.02949247157918357, -0.02949247157918357, -0.02949247157918357], [0.06354520740269379, 0.06354520740269379, 0.06354520740269379, 0.08120694199053617, 0.09282715258609008, 0.09377815111563821, 0.09377815111563821, 0.09377815111563821, 0.0952909574970624, 0.06361268040218795, 0.04656241784275681, -0.013964117105697775, -0.02832365867807142, -0.03525212110371087, -0.0384753629229262, -0.04107311761335196, -0.05031092493173944, -0.05097848886228452, -0.05097848886228452, -0.03269687654920121, -0.03245973581472805, -0.0323166359045322, -0.0323166359045322, -0.0323166359045322, -0.02929960216584987, -0.02929960216584987, -0.02929960216584987, -0.02929960216584987, -0.02949247157918357, -0.02949247157918357, -0.02949247157918357], [0.06354520740269379, 0.06354520740269379, 0.06354520740269379, 0.08120694199053617, 0.09282715258609008, 0.09335757309546021, 0.09335757309546021, 0.09335757309546021, 0.0948703794768844, 0.06319210238200995, 0.0461418398225788, -0.014384695125875781, -0.02874423669824943, -0.035672699123888874, -0.03889594094310421, -0.04149369563352997, -0.05073150295191744, -0.05139906688246251, -0.05139906688246251, -0.03311745456937922, -0.03288031383490606, -0.03273721392471021, -0.03273721392471021, -0.03273721392471021, -0.029720180186027872, -0.029720180186027872, -0.029720180186027872, -0.029720180186027872, -0.02991304959936158, -0.02991304959936158, -0.02991304959936158], [0.06354520740269379, 0.06354520740269379, 0.06354520740269379, 0.08120694199053617, 0.09282715258609008, 0.09335757309546021, 0.09335757309546021, 0.09335757309546021, 0.0948703794768844, 0.06319210238200995, 0.0461418398225788, -0.014384695125875781, -0.02874423669824943, -0.035672699123888874, -0.03889594094310421, -0.04149369563352997, -0.05073150295191744, -0.05139906688246251, -0.05139906688246251, -0.03311745456937922, -0.03288031383490606, -0.03273721392471021, -0.03273721392471021, -0.03273721392471021, -0.029720180186027872, -0.029720180186027872, -0.029720180186027872, -0.029720180186027872, -0.02991304959936158, -0.02991304959936158, -0.02991304959936158], [0.06354520740269379, 0.06354520740269379, 0.06354520740269379, 0.08120694199053617, 0.09282715258609008, 0.09335757309546021, 0.09335757309546021, 0.09335757309546021, 0.0948703794768844, 0.06319210238200995, 0.0461418398225788, -0.014384695125875781, -0.02874423669824943, -0.035672699123888874, -0.03889594094310421, -0.04149369563352997, -0.05073150295191744, -0.05139906688246251, -0.05139906688246251, -0.03311745456937922, -0.03288031383490606, -0.03273721392471021, -0.03273721392471021, -0.03273721392471021, -0.029720180186027872, -0.029720180186027872, -0.029720180186027872, -0.029720180186027872, -0.02991304959936158, -0.02991304959936158, -0.02991304959936158], [0.06354520740269379, 0.06354520740269379, 0.06354520740269379, 0.08120694199053617, 0.09282715258609008, 0.09335757309546021, 0.09335757309546021, 0.09335757309546021, 0.0948703794768844, 0.06319210238200995, 0.0461418398225788, -0.014384695125875781, -0.02874423669824943, -0.035672699123888874, -0.03889594094310421, -0.04149369563352997, -0.05073150295191744, -0.05139906688246251, -0.05139906688246251, -0.03311745456937922, -0.03288031383490606, -0.03273721392471021, -0.03273721392471021, -0.03273721392471021, -0.029720180186027872, -0.029720180186027872, -0.029720180186027872, -0.029720180186027872, -0.02991304959936158, -0.02991304959936158, -0.02991304959936158], [0.06354520740269379, 0.06354520740269379, 0.06354520740269379, 0.08120694199053617, 0.09282715258609008, 0.09335757309546021, 0.09335757309546021, 0.09335757309546021, 0.0948703794768844, 0.06319210238200995, 0.0461418398225788, -0.014384695125875781, -0.02874423669824943, -0.035672699123888874, -0.03889594094310421, -0.04149369563352997, -0.05073150295191744, -0.05139906688246251, -0.05139906688246251, -0.03311745456937922, -0.03288031383490606, -0.03273721392471021, -0.03273721392471021, -0.03273721392471021, -0.029720180186027872, -0.029720180186027872, -0.029720180186027872, -0.029720180186027872, -0.02991304959936158, -0.02991304959936158, -0.02991304959936158], [0.06354520740269379, 0.06354520740269379, 0.06354520740269379, 0.08120694199053617, 0.09282715258609008, 0.09335757309546021, 0.09335757309546021, 0.09335757309546021, 0.0948703794768844, 0.06319210238200995, 0.0461418398225788, -0.014384695125875781, -0.02874423669824943, -0.035672699123888874, -0.03889594094310421, -0.04149369563352997, -0.05073150295191744, -0.05139906688246251, -0.05139906688246251, -0.03311745456937922, -0.03288031383490606, -0.03273721392471021, -0.03273721392471021, -0.03273721392471021, -0.029720180186027872, -0.029720180186027872, -0.029720180186027872, -0.029720180186027872, -0.02991304959936158, -0.02991304959936158, -0.02991304959936158]], \"zmax\": 0.661370019690394, \"zmin\": -0.5097212434794212, \"type\": \"heatmap\"}], \"layout\": {\"title\": {\"text\": \"Alkaline_Phosphotase x Aspartate_Aminotransferase\"}, \"xaxis\": {\"title\": {\"text\": \"Alkaline_Phosphotase\"}}, \"yaxis\": {\"title\": {\"text\": \"Aspartate_Aminotransferase\"}}, \"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"x\": [4.0, 15.5, 19.0, 22.5, 25.5, 26.5, 27.5, 29.5, 31.5, 32.5, 34.5, 35.5, 37.5, 38.5, 41.5, 43.5, 45.5, 47.5, 49.5, 50.5, 52.5, 54.5, 55.5, 57.5, 59.0, 60.5, 64.5, 65.5, 66.5, 69.5, 73.5, 84.0], \"y\": [63.0, 124.0, 141.0, 147.5, 157.5, 161.0, 166.5, 172.0, 177.0, 181.0, 184.5, 188.5, 191.5, 195.5, 198.5, 204.5, 209.5, 215.5, 222.0, 237.5, 257.5, 271.5, 283.5, 295.5, 309.5, 333.5, 370.5, 416.5, 504.5, 611.0, 881.5, 2110.0], \"z\": [[0.09755474164588213, 0.0935204225401558, 0.0935204225401558, 0.0935204225401558, 0.06850705908576638, 0.06963109041695031, 0.06963109041695031, 0.040580208093644, 0.040580208093644, 0.040580208093644, 0.03740428753784845, 0.038170038166971086, 0.03480160521323045, 0.009978894283315927, 0.005360658657159073, -0.010182342161634224, -0.02361888902032682, -0.025467917959115204, -0.042992198600838485, -0.008765275240445423, -0.008765275240445423, -0.008574215715018992, -0.0035537814895874155, -0.0078010167410254615, -0.0033222529617024767, -0.004703132692258563, -0.01124650852709528, -0.020682907753808148, -0.024587681120865894, -0.024587681120865894, -0.024587681120865894], [0.09755474164588213, 0.0935204225401558, 0.0935204225401558, 0.0935204225401558, 0.06850705908576638, 0.06963109041695031, 0.06963109041695031, 0.040580208093644, 0.040580208093644, 0.040580208093644, 0.03740428753784845, 0.038170038166971086, 0.03480160521323045, 0.009978894283315927, 0.005360658657159073, -0.010182342161634224, -0.02361888902032682, -0.025467917959115204, -0.042992198600838485, -0.008765275240445423, -0.008765275240445423, -0.008574215715018992, -0.0035537814895874155, -0.0078010167410254615, -0.0033222529617024767, -0.004703132692258563, -0.01124650852709528, -0.020682907753808148, -0.024587681120865894, -0.024587681120865894, -0.024587681120865894], [0.09519808499309025, 0.09116376588736394, 0.09116376588736394, 0.09116376588736394, 0.0661504024329745, 0.06727443376415845, 0.06727443376415845, 0.044365549997708184, 0.044365549997708184, 0.044365549997708184, 0.043844344117159324, 0.04461009474628197, 0.04124166179254132, 0.022026987405961894, 0.01825044779604978, 0.0027074469772564898, -0.010729099881436114, -0.012578128820224497, -0.03010240946194776, 0.004124513898445287, 0.004124513898445287, 0.00431557342387172, 0.009336007649303295, 0.005088772397865249, 0.00843408686289336, 0.0070532071323372745, 0.0005098312975005603, -0.012973064010256781, -0.016877837377314527, -0.016877837377314527, -0.016877837377314527], [0.11823374561131252, 0.11419942650558619, 0.11419942650558619, 0.11419942650558619, 0.08918606305119677, 0.0903100943823807, 0.0903100943823807, 0.06740121061593043, 0.06740121061593043, 0.06740121061593043, 0.06688000473538158, 0.06764575536450423, 0.06427732241076359, 0.045062648024184145, 0.041286108414272035, 0.025394864078959734, 0.01195831722026713, 0.010109288281478748, -0.007414992360244518, -0.007414992360244518, -0.007414992360244518, -0.0072239328348180825, -0.0022034986093865073, -0.006450733860824553, -0.003105419395796445, -0.004486299126352529, -0.011029674961189243, -0.037144868999795175, -0.05236388182986902, -0.05236388182986902, -0.05236388182986902], [0.11823374561131252, 0.11419942650558619, 0.11419942650558619, 0.11419942650558619, 0.08918606305119677, 0.0903100943823807, 0.0903100943823807, 0.06740121061593043, 0.06740121061593043, 0.06740121061593043, 0.06688000473538158, 0.06764575536450423, 0.06427732241076359, 0.045062648024184145, 0.041286108414272035, 0.025394864078959734, 0.01195831722026713, 0.010109288281478748, -0.007414992360244518, -0.007414992360244518, -0.007414992360244518, -0.0072239328348180825, -0.0022034986093865073, -0.006450733860824553, -0.003105419395796445, -0.004486299126352529, -0.011029674961189243, -0.037144868999795175, -0.05236388182986902, -0.05236388182986902, -0.05236388182986902], [0.1158276549112213, 0.11179333580549501, 0.11179333580549501, 0.11179333580549501, 0.08918606305119677, 0.0903100943823807, 0.0903100943823807, 0.06740121061593043, 0.06740121061593043, 0.06740121061593043, 0.06688000473538158, 0.06764575536450423, 0.06427732241076359, 0.045062648024184145, 0.041286108414272035, 0.025394864078959734, 0.01195831722026713, 0.010109288281478748, -0.007414992360244518, -0.007414992360244518, -0.007414992360244518, -0.0072239328348180825, -0.0022034986093865073, -0.002007333780874368, 0.0013379806841537422, -4.2899046402342794e-05, -0.006586274881239056, -0.03270146891984499, -0.047920481749918836, -0.047920481749918836, -0.047920481749918836], [0.09436037214513347, 0.09032605303940715, 0.09032605303940715, 0.09032605303940715, 0.06771878028510894, 0.06833296628501684, 0.06833296628501684, 0.04662851317505825, 0.04662851317505825, 0.04662851317505825, 0.05403269331898212, 0.05552350022547001, 0.05215506727172936, 0.03294039288514994, 0.029163853275237826, 0.026302230524319212, 0.01353281858871677, 0.011683789649928389, -0.0004922076118516533, -0.0004922076118516533, -0.0004922076118516533, -0.00030114808642521876, 0.004719286139006355, 0.004915450967518494, 0.006600391064679643, 0.005219511334123558, -0.001323864500713155, -0.029289904076876677, -0.04450891690695048, -0.04450891690695048, -0.04450891690695048], [0.08248097799134783, 0.07844665888562151, 0.07844665888562151, 0.07844665888562151, 0.0558393861313233, 0.0564535721312312, 0.05063875699900235, 0.028934303889043767, 0.028934303889043767, 0.028934303889043767, 0.038014282508474294, 0.03950508941496217, 0.036136656461221536, 0.016921982074642107, 0.01941785249857028, 0.01906782095065314, 0.01748449326602097, 0.015635464327232586, 0.00345946706545255, 0.00345946706545255, 0.00345946706545255, 0.003650526590878982, 0.008670960816310557, 0.008867125644822697, 0.010552065741983842, 0.009171186011427758, 0.0026278101765910443, -0.025338229399572483, -0.040557242229646295, -0.040557242229646295, -0.040557242229646295], [0.07970561521095516, 0.07567129610522884, 0.07567129610522884, 0.07567129610522884, 0.055080332608945654, 0.05569451860885355, 0.04987970347662471, 0.028175250366666123, 0.028175250366666123, 0.028175250366666123, 0.03725522898609665, 0.03874603589258453, 0.03537760293884389, 0.01690598755067164, 0.019401857974599816, 0.019051826426682673, 0.017468498742050503, 0.01561946980326212, 0.003443472541482083, 0.003443472541482083, 0.003443472541482083, 0.003634532066908515, 0.008654966292340091, 0.00885113112085223, 0.010536071218013376, 0.009155191487457292, 0.002611815652620578, -0.026472586487367777, -0.04169159931744159, -0.04169159931744159, -0.04169159931744159], [0.04649595942717527, 0.04209998654261252, 0.04155948352278548, 0.04155948352278548, 0.020968520026502256, 0.021582706026410162, 0.015767890894181312, 0.015391347662517776, 0.015391347662517776, 0.015391347662517776, 0.0363847912922379, 0.03787559819872578, 0.03450716524498514, 0.016035549856812888, 0.018531420280741062, 0.01818138873282392, 0.01659806104819175, 0.016588614278892518, 0.00441261701711248, 0.00441261701711248, 0.00441261701711248, 0.004603676542538912, 0.009624110767970488, 0.009820275596482627, 0.011505215693643777, 0.010124335963087691, 0.0035809601282509786, -0.025503442011737376, -0.04072245484181118, -0.04072245484181118, -0.04072245484181118], [0.01287341781676744, -0.006020245097067954, -0.006560748116895001, -0.006560748116895001, -0.006239981609995328, -0.005625795610087422, -0.011440610742316261, -0.009403481867459398, 0.003461041488242998, 0.003461041488242998, 0.02796605638537293, 0.02945686329186081, 0.02945686329186081, 0.027657040529960056, 0.030152910953888234, 0.02980287940597109, 0.029913295167747267, 0.029903848398448035, 0.019271300592124996, 0.019271300592124996, 0.019271300592124996, 0.019462360117551432, 0.024482794342983005, 0.024678959171495145, 0.026363899268656295, 0.02732542828919015, 0.020782052454353432, -0.01866304410748746, -0.03388205693756127, -0.03388205693756127, -0.03388205693756127], [0.011578206149139531, -0.0073154567646958645, -0.007855959784522911, -0.007855959784522911, -0.007535193277623233, -0.006921007277715329, -0.012735822409944173, -0.01069869353508731, 0.0035231231815530915, 0.0035231231815530915, 0.028028138078683026, 0.029518944985170905, 0.029518944985170905, 0.029097814454850678, 0.03159368487877886, 0.031243653330861713, 0.03135406909263789, 0.03134462232333866, 0.020712074517015615, 0.020712074517015615, 0.020712074517015615, 0.020553214070893094, 0.02557364829632467, 0.02576981312483681, 0.02745475322199796, 0.028416282242531815, 0.0218729064076951, -0.017572190154145788, -0.03279120298421961, -0.03279120298421961, -0.03279120298421961], [0.013805007615596275, -0.0050886552982391175, -0.005629158318066165, -0.016533872087865744, -0.019829775086411386, -0.01921558908650348, -0.02503040421873233, -0.022993275343875477, -0.008771458627235062, -0.008771458627235062, 0.015733556269894877, 0.01722436317638276, 0.01722436317638276, 0.016803232646062528, 0.019299103069990702, 0.01894907152207356, 0.019059487283849735, 0.02094547460223886, 0.02094547460223886, 0.02094547460223886, 0.02094547460223886, 0.02078661415611634, 0.025807048381547917, 0.026003213210060057, 0.027688153307221203, 0.02864968232775505, 0.022106306492918337, -0.017338790068922545, -0.03255780289899636, -0.03255780289899636, -0.03255780289899636], [0.010275110316636953, -0.012451760296660817, -0.01299226331648786, -0.02389697708628744, -0.02719288008483308, -0.02657869408492517, -0.032393509217154025, -0.030780864747891656, -0.01655904803125125, -0.01655904803125125, 0.008265502322903458, 0.009756309229391339, 0.009756309229391339, 0.00933517869907111, 0.012979631115326334, 0.01262959956740919, 0.012740015329185367, 0.014626002647574493, 0.014626002647574493, 0.014626002647574493, 0.014626002647574493, 0.014467142201451972, 0.01948757642688355, 0.021654241569072395, 0.023339181666233538, 0.02430071068676739, 0.02430071068676739, -0.01514438587507349, -0.029830611461124493, -0.029830611461124493, -0.029830611461124493], [0.009868573798702339, -0.012858296814595428, -0.013398799834422472, -0.024303513604222053, -0.028791646300243605, -0.029240263491258238, -0.035055078623487085, -0.033442434154224716, -0.01922061743758431, -0.01922061743758431, 0.005603932916570395, 0.007094739823058277, 0.007094739823058277, 0.006673609292738047, 0.01031806170899327, 0.010374566679010742, 0.010484982440786918, 0.012370969759176044, 0.012370969759176044, 0.012370969759176044, 0.012370969759176044, 0.012212109313053521, 0.017232543538485103, 0.019399208680673945, 0.021084148777835092, 0.02204567779836894, 0.02204567779836894, -0.017399418763471942, -0.032085644349522935, -0.032085644349522935, -0.032085644349522935], [0.013424956925518917, -0.01516124586040532, -0.015701748880232368, -0.026606462650031942, -0.031094595346053494, -0.03154321253706813, -0.03735802766929698, -0.0355625941833226, -0.021340777466682195, -0.021340777466682195, 0.003483772887472515, 0.004974579793960397, 0.004974579793960397, 0.004553449263640168, 0.00819790167989539, 0.008254406649912862, 0.008364822411689036, 0.010250809730078162, 0.010250809730078162, 0.010250809730078162, 0.010250809730078162, 0.010091949283955641, 0.01511238350938722, 0.017279048651576066, 0.01896398874873721, 0.01992551776927106, 0.01992551776927106, -0.01951957879256983, -0.03202074509621631, -0.03202074509621631, -0.03202074509621631], [0.013373210657012247, -0.015557944180804369, -0.016098447200631416, -0.027003160970430998, -0.03228479791040798, -0.032733415101422615, -0.03854823023365146, -0.03650094449538274, -0.022279127778742334, -0.022279127778742334, 0.002545422575412375, 0.004036229481900256, 0.004036229481900256, 0.003615098951580027, 0.00725955136783525, 0.007316056337852721, 0.007426472099628896, 0.009312459418018023, 0.009312459418018023, 0.009312459418018023, 0.009312459418018023, 0.0091535989718955, 0.014174033197327077, 0.01634069833951592, 0.01802563843667707, 0.018987167457210918, 0.018987167457210918, -0.02045792910462997, -0.032959095408276455, -0.032959095408276455, -0.032959095408276455], [0.004798145648089108, -0.02552270807034082, -0.02606321109016787, -0.036967924859967444, -0.042477731714416586, -0.042926348905431226, -0.04874116403766006, -0.049165166645701044, -0.034943349929060646, -0.034943349929060646, -0.010359078872679041, -0.008868271966191162, -0.008868271966191162, -0.010572675188113022, -0.006928222771857797, -0.006871717801840325, -0.007020937870827619, -0.005134950552438493, -0.005134950552438493, -0.005134950552438493, -0.005134950552438493, -0.00498698059141973, 0.007011868514748393, 0.009178533656937238, 0.010863473754098383, 0.012787817133039937, 0.012787817133039937, -0.02665727942880096, -0.03797151889181702, -0.03797151889181702, -0.03797151889181702], [0.004798145648089108, -0.02552270807034082, -0.02606321109016787, -0.036967924859967444, -0.042477731714416586, -0.042926348905431226, -0.04874116403766006, -0.049165166645701044, -0.034943349929060646, -0.034943349929060646, -0.010359078872679041, -0.008868271966191162, -0.008868271966191162, -0.010572675188113022, -0.006928222771857797, -0.006871717801840325, -0.007020937870827619, -0.005134950552438493, -0.005134950552438493, -0.005134950552438493, -0.005134950552438493, -0.00498698059141973, 0.007011868514748393, 0.009178533656937238, 0.010863473754098383, 0.012787817133039937, 0.012787817133039937, -0.02665727942880096, -0.03797151889181702, -0.03797151889181702, -0.03797151889181702], [0.004862016031515667, -0.025458837686914267, -0.025999340706741314, -0.03690405447654089, -0.04241386133099003, -0.04286247852200466, -0.048677293654233504, -0.049619256240787994, -0.03539743952414759, -0.03539743952414759, -0.010813168467765984, -0.009322361561278102, -0.009322361561278102, -0.011373972474127424, -0.009741774157443754, -0.00968526918742628, -0.009834489256413573, -0.007948501938024446, -0.007948501938024446, -0.007948501938024446, -0.007948501938024446, -0.007800531977005683, 0.004198317129162443, 0.006364982271351287, 0.008049922368512435, 0.009974265747453985, 0.009974265747453985, -0.02910820306138412, -0.04042244252440019, -0.04042244252440019, -0.04042244252440019], [0.004862016031515667, -0.025458837686914267, -0.025999340706741314, -0.03690405447654089, -0.04241386133099003, -0.04286247852200466, -0.048677293654233504, -0.049619256240787994, -0.03539743952414759, -0.03539743952414759, -0.010813168467765984, -0.009322361561278102, -0.009322361561278102, -0.011373972474127424, -0.009741774157443754, -0.00968526918742628, -0.009834489256413573, -0.007948501938024446, -0.007948501938024446, -0.007948501938024446, -0.007948501938024446, -0.007800531977005683, 0.004198317129162443, 0.006364982271351287, 0.008049922368512435, 0.012304225900998313, 0.012304225900998313, -0.026778242907839797, -0.03809248237085587, -0.03809248237085587, -0.03809248237085587], [0.022262778601718877, -0.012637930823555552, -0.013178433843382596, -0.02408314761318217, -0.029592954467631306, -0.03232241118565472, -0.03813722631788357, -0.03907918890443806, -0.024857372187797655, -0.024857372187797655, -0.0002731011314160538, 0.0004519551459491898, 0.0004519551459491898, -0.018793224413394975, -0.020400190838211454, -0.020343685868193986, -0.020492905937181276, -0.01860691861879215, -0.01860691861879215, -0.01860691861879215, -0.01860691861879215, -0.018458948657773387, -0.0177261003440636, -0.015559435201874753, -0.015495973583746846, -0.011241670051260963, -0.011241670051260963, -0.041977538465971284, -0.053291777928987365, -0.053291777928987365, -0.053291777928987365], [0.03956392637256884, 0.004663216947294428, 0.004122713927467382, -0.006781999842332195, -0.02451412287404032, -0.03153016061530851, -0.03952372342583358, -0.04046568601238808, -0.02624386929574768, -0.02624386929574768, -0.005856982636464776, -0.005131926359099534, -0.005131926359099534, -0.024824255445005827, -0.026431221869822302, -0.026374716899804827, -0.026523936968792128, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.02448997968938424, -0.023757131375674447, -0.0215904662334856, -0.02166756288566515, -0.01741325935317927, -0.01741325935317927, -0.04742195668830727, -0.05873619615132335, -0.05873619615132335, -0.05873619615132335], [0.03956392637256884, 0.004663216947294428, 0.004122713927467382, -0.006781999842332195, -0.02451412287404032, -0.03153016061530851, -0.03952372342583358, -0.04046568601238808, -0.02624386929574768, -0.02624386929574768, -0.005856982636464776, -0.005131926359099534, -0.005131926359099534, -0.024824255445005827, -0.026431221869822302, -0.026374716899804827, -0.026523936968792128, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.02448997968938424, -0.023757131375674447, -0.0215904662334856, -0.02166756288566515, -0.01741325935317927, -0.01741325935317927, -0.04742195668830727, -0.05873619615132335, -0.05873619615132335, -0.05873619615132335], [0.03956392637256884, 0.004663216947294428, 0.004122713927467382, -0.006781999842332195, -0.02451412287404032, -0.03153016061530851, -0.03952372342583358, -0.04046568601238808, -0.02624386929574768, -0.02624386929574768, -0.005856982636464776, -0.005131926359099534, -0.005131926359099534, -0.024824255445005827, -0.026431221869822302, -0.026374716899804827, -0.026523936968792128, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.02448997968938424, -0.023757131375674447, -0.0215904662334856, -0.02166756288566515, -0.01741325935317927, -0.01741325935317927, -0.04742195668830727, -0.05873619615132335, -0.05873619615132335, -0.05873619615132335], [0.03392249370438964, 0.004663216947294428, 0.004122713927467382, -0.006781999842332195, -0.02451412287404032, -0.03153016061530851, -0.03952372342583358, -0.04046568601238808, -0.02624386929574768, -0.02624386929574768, -0.005856982636464776, -0.005131926359099534, -0.005131926359099534, -0.024824255445005827, -0.026431221869822302, -0.026374716899804827, -0.026523936968792128, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.02448997968938424, -0.023757131375674447, -0.0215904662334856, -0.02166756288566515, -0.01741325935317927, -0.01741325935317927, -0.04742195668830727, -0.05873619615132335, -0.05873619615132335, -0.05873619615132335], [0.033320977299551434, 0.004663216947294428, 0.004122713927467382, -0.006781999842332195, -0.02451412287404032, -0.03153016061530851, -0.03952372342583358, -0.04046568601238808, -0.02624386929574768, -0.02624386929574768, -0.005856982636464776, -0.005131926359099534, -0.005131926359099534, -0.024824255445005827, -0.026431221869822302, -0.026374716899804827, -0.026523936968792128, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.02448997968938424, -0.023757131375674447, -0.0215904662334856, -0.02166756288566515, -0.01741325935317927, -0.01741325935317927, -0.04742195668830727, -0.05873619615132335, -0.05873619615132335, -0.05873619615132335], [0.033320977299551434, 0.004663216947294428, 0.004122713927467382, -0.006781999842332195, -0.02451412287404032, -0.03153016061530851, -0.03952372342583358, -0.04046568601238808, -0.02624386929574768, -0.02624386929574768, -0.005856982636464776, -0.005131926359099534, -0.005131926359099534, -0.024824255445005827, -0.026431221869822302, -0.026374716899804827, -0.026523936968792128, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.02448997968938424, -0.023757131375674447, -0.0215904662334856, -0.02166756288566515, -0.01741325935317927, -0.01741325935317927, -0.04742195668830727, -0.05873619615132335, -0.05873619615132335, -0.05873619615132335], [0.03191083975598755, 0.0032530794037305367, 0.002712576383903491, -0.008192137385896095, -0.025924260417604206, -0.032940298158872394, -0.040933860969397474, -0.04187582355595197, -0.027654006839311573, -0.027654006839311573, -0.00726712018002867, -0.0065420639026634265, -0.0065420639026634265, -0.024824255445005827, -0.026431221869822302, -0.026374716899804827, -0.026523936968792128, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.02448997968938424, -0.023757131375674447, -0.0215904662334856, -0.02166756288566515, -0.01741325935317927, -0.01741325935317927, -0.04742195668830727, -0.05873619615132335, -0.05873619615132335, -0.05873619615132335], [0.03191083975598755, 0.0032530794037305367, 0.002712576383903491, -0.008192137385896095, -0.025924260417604206, -0.032940298158872394, -0.040933860969397474, -0.04187582355595197, -0.027654006839311573, -0.027654006839311573, -0.00726712018002867, -0.0065420639026634265, -0.0065420639026634265, -0.024824255445005827, -0.026431221869822302, -0.026374716899804827, -0.026523936968792128, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.02448997968938424, -0.023757131375674447, -0.0215904662334856, -0.02166756288566515, -0.01741325935317927, -0.01741325935317927, -0.04742195668830727, -0.05873619615132335, -0.05873619615132335, -0.05873619615132335], [0.03191083975598755, 0.0032530794037305367, 0.002712576383903491, -0.008192137385896095, -0.025924260417604206, -0.032940298158872394, -0.040933860969397474, -0.04187582355595197, -0.027654006839311573, -0.027654006839311573, -0.00726712018002867, -0.0065420639026634265, -0.0065420639026634265, -0.024824255445005827, -0.026431221869822302, -0.026374716899804827, -0.026523936968792128, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.024637949650403, -0.02448997968938424, -0.023757131375674447, -0.0215904662334856, -0.02166756288566515, -0.01741325935317927, -0.01741325935317927, -0.04742195668830727, -0.05873619615132335, -0.05873619615132335, -0.05873619615132335]], \"zmax\": 0.661370019690394, \"zmin\": -0.5097212434794212, \"type\": \"heatmap\"}], \"layout\": {\"title\": {\"text\": \"Age x Alkaline_Phosphotase\"}, \"xaxis\": {\"title\": {\"text\": \"Age\"}}, \"yaxis\": {\"title\": {\"text\": \"Alkaline_Phosphotase\"}}, \"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"x\": [0.4, 0.6499999999999999, 0.75, 0.8500000000000001, 0.95, 1.05, 1.15, 1.35, 1.45, 1.55, 1.65, 1.75, 1.85, 1.95, 2.1500000000000004, 2.25, 2.3499999999999996, 2.6500000000000004, 2.75, 3.05, 3.55, 3.95, 4.45, 5.75, 6.75, 7.6, 9.15, 11.2, 15.1, 18.45, 24.15, 75.0], \"y\": [63.0, 124.0, 141.0, 147.5, 157.5, 161.0, 166.5, 172.0, 177.0, 181.0, 184.5, 188.5, 191.5, 195.5, 198.5, 204.5, 209.5, 215.5, 222.0, 237.5, 257.5, 271.5, 283.5, 295.5, 309.5, 333.5, 370.5, 416.5, 504.5, 611.0, 881.5, 2110.0], \"z\": [[-0.06018984024426717, -0.011056309765687396, 0.014487127369654023, 0.05928165348255636, 0.09742449576140788, 0.10423503866799717, 0.10423503866799717, 0.10423503866799717, 0.10423503866799717, 0.09109150608682498, 0.08572160419956257, 0.08383873533302205, 0.08383873533302205, 0.08241401094337034, 0.0821711138710523, 0.0821711138710523, 0.0821711138710523, 0.0821711138710523, 0.0805708075808777, 0.0805708075808777, 0.0805708075808777, 0.0805708075808777, 0.0805708075808777, 0.0805708075808777, 0.0805708075808777, 0.0805708075808777, 0.0805708075808777, 0.0805708075808777, 0.0805708075808777, 0.0805708075808777, 0.0805708075808777], [-0.04493554564354475, 0.004197984835035017, 0.012213173885331257, 0.05700769999823359, 0.09515054227708511, 0.10239794487323345, 0.10239794487323345, 0.10239794487323345, 0.10239794487323345, 0.08925441229206126, 0.08388451040479884, 0.08200164153825831, 0.08200164153825831, 0.08057691714860661, 0.08033402007628856, 0.08033402007628856, 0.08033402007628856, 0.08033402007628856, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398], [-0.039391138157300595, 0.00974239232127919, 0.017757581371575418, 0.06164779916542394, 0.09515054227708511, 0.10239794487323345, 0.10239794487323345, 0.10239794487323345, 0.10239794487323345, 0.08925441229206126, 0.08388451040479884, 0.08200164153825831, 0.08200164153825831, 0.08057691714860661, 0.08033402007628856, 0.08033402007628856, 0.08033402007628856, 0.08033402007628856, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398, 0.07873371378611398], [-0.007799534769071963, 0.026662082268670593, 0.008732490080573575, 0.021268115768281047, 0.04321940028353455, 0.05046680287968287, 0.05046680287968287, 0.05046680287968287, 0.05046680287968287, 0.04422006218098548, 0.038850160293723054, 0.036967291427182525, 0.036967291427182525, 0.03610931444095504, 0.035866417368636994, 0.035866417368636994, 0.03343564465286023, 0.03343564465286023, 0.03183533836268565, 0.03183533836268565, 0.03183533836268565, 0.03183533836268565, 0.03183533836268565, 0.03183533836268565, 0.03183533836268565, 0.03183533836268565, 0.03183533836268565, 0.03183533836268565, 0.03183533836268565, 0.03183533836268565, 0.03183533836268565], [-0.005795041343005396, 0.02866657569473716, 0.008943011466600776, 0.02147863715430825, 0.03842166401959686, 0.04566906661574517, 0.04566906661574517, 0.04566906661574517, 0.04566906661574517, 0.03942232591704779, 0.03405242402978538, 0.03216955516324484, 0.03216955516324484, 0.031311578177017366, 0.031068681104699312, 0.031068681104699312, 0.028637908388922554, 0.028637908388922554, 0.027037602098747966, 0.027037602098747966, 0.027037602098747966, 0.027037602098747966, 0.027037602098747966, 0.027037602098747966, 0.027037602098747966, 0.027037602098747966, 0.027037602098747966, 0.027037602098747966, 0.027037602098747966, 0.027037602098747966, 0.027037602098747966], [-0.005548840522133051, 0.028912776515609504, 0.00918921228747312, 0.021724837975180593, 0.03657411009401669, 0.04357531186929266, 0.04357531186929266, 0.04357531186929266, 0.04357531186929266, 0.03732857117059528, 0.03195866928333286, 0.030075800416792326, 0.030075800416792326, 0.029217823430564845, 0.028974926358246795, 0.028974926358246795, 0.026544153642470033, 0.026544153642470033, 0.024943847352295444, 0.024943847352295444, 0.024943847352295444, 0.024943847352295444, 0.024943847352295444, 0.024943847352295444, 0.024943847352295444, 0.024943847352295444, 0.024943847352295444, 0.024943847352295444, 0.024943847352295444, 0.024943847352295444, 0.024943847352295444], [-0.01870669645100637, 0.01778870699517414, 0.009123981941352494, 0.02165960762905996, 0.03589203105497453, 0.03939440321398509, 0.03939440321398509, 0.03939440321398509, 0.03939440321398509, 0.03334494284847257, 0.02797504096121016, 0.026092172094669623, 0.026092172094669623, 0.025234195108442145, 0.024991298036124092, 0.024991298036124092, 0.022560525320347337, 0.022560525320347337, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473], [-0.01870669645100637, 0.01778870699517414, 0.009123981941352494, 0.02165960762905996, 0.03589203105497453, 0.03939440321398509, 0.03939440321398509, 0.03939440321398509, 0.03939440321398509, 0.03334494284847257, 0.02797504096121016, 0.026092172094669623, 0.026092172094669623, 0.025234195108442145, 0.024991298036124092, 0.024991298036124092, 0.022560525320347337, 0.022560525320347337, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473, 0.021158682759515473], [-0.015147059244088396, 0.01903000911918219, 0.013083260576485217, 0.02444861923844181, 0.03774605238530749, 0.03968208467873861, 0.039209535812328486, 0.039209535812328486, 0.039209535812328486, 0.03316007544681597, 0.02779017355955356, 0.025907304693013024, 0.025907304693013024, 0.02504932770678555, 0.024806430634467497, 0.024806430634467497, 0.022375657918690738, 0.022375657918690738, 0.020973815357858874, 0.020973815357858874, 0.020973815357858874, 0.020973815357858874, 0.020973815357858874, 0.020973815357858874, 0.020973815357858874, 0.020973815357858874, 0.020973815357858874, 0.020973815357858874, 0.020973815357858874, 0.020973815357858874, 0.020973815357858874], [-0.010884739180918868, 0.023292329182351725, 0.017345580639654745, 0.021778257975769474, 0.02459257412970005, 0.026179710741265325, 0.0257071618748552, 0.0257071618748552, 0.0257071618748552, 0.019657701509342686, 0.01428779962208027, 0.012404930755539733, 0.012404930755539733, 0.011546953769312257, 0.011304056696994203, 0.011304056696994203, 0.008873283981217443, 0.008873283981217443, 0.007471441420385581, 0.007471441420385581, 0.007471441420385581, 0.007471441420385581, 0.007471441420385581, 0.007471441420385581, 0.007471441420385581, 0.007471441420385581, 0.007471441420385581, 0.007471441420385581, 0.007471441420385581, 0.007471441420385581, 0.007471441420385581], [-0.013762541976821314, 0.01450943340708455, -0.0004984666434067683, 0.003934210692707962, 0.004822141867454392, 0.006409278479019667, 0.005936729612609543, 0.005936729612609543, 0.005936729612609543, -0.00011273075290297793, -0.0010886986951150254, -0.0029715675616555567, -0.0029715675616555567, -0.0038295445478830382, -0.004072441620201093, -0.004072441620201093, -0.00650321433597785, -0.00650321433597785, -0.007905056896809714, -0.007905056896809714, -0.007905056896809714, -0.007905056896809714, -0.007905056896809714, -0.007905056896809714, -0.007905056896809714, -0.007905056896809714, -0.007905056896809714, -0.007905056896809714, -0.007905056896809714, -0.007905056896809714, -0.007905056896809714], [0.020984878755806298, 0.04231900147332068, 0.005399918030323705, 0.0035834108496646568, -0.0013506759922589252, -0.0018121714234394376, -0.0022847202898495633, -0.0022847202898495633, -0.0022847202898495633, -0.008334180655362084, -0.00931014859757413, -0.011193017464114663, -0.011193017464114663, -0.012050994450342141, -0.012293891522660194, -0.012293891522660194, -0.014724664238436956, -0.014724664238436956, -0.016126506799268824, -0.016126506799268824, -0.016126506799268824, -0.016126506799268824, -0.016126506799268824, -0.016126506799268824, -0.016126506799268824, -0.016126506799268824, -0.016126506799268824, -0.016126506799268824, -0.016126506799268824, -0.016126506799268824, -0.016126506799268824], [0.023192322253826933, 0.04285534109129599, 0.0059362576482989956, 0.0019123069696193118, -0.003021779872304276, -0.003483275303484785, -0.003955824169894909, -0.003955824169894909, -0.003955824169894909, -0.010005284535407426, -0.010981252477619476, -0.012864121344160009, -0.012864121344160009, -0.013722098330387483, -0.01396499540270554, -0.01396499540270554, -0.0163957681184823, -0.0163957681184823, -0.017797610679314166, -0.017797610679314166, -0.017797610679314166, -0.017797610679314166, -0.017797610679314166, -0.017797610679314166, -0.017797610679314166, -0.017797610679314166, -0.017797610679314166, -0.017797610679314166, -0.017797610679314166, -0.017797610679314166, -0.017797610679314166], [0.04568827447070532, 0.0653512933081744, 0.027238610598124227, 0.00023733932981352505, -0.004696747512110059, -0.005158242943290571, -0.005630791809700695, -0.005630791809700695, -0.005630791809700695, -0.011680252175213214, -0.01265622011742526, -0.013372379805685519, -0.013372379805685519, -0.014230356791912993, -0.01447325386423105, -0.01447325386423105, -0.01690402658000781, -0.017411294800394037, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904], [0.06616585138267408, 0.0653512933081744, 0.027238610598124227, 0.00023733932981352505, -0.004696747512110059, -0.005158242943290571, -0.005630791809700695, -0.005630791809700695, -0.005630791809700695, -0.011680252175213214, -0.01265622011742526, -0.013372379805685519, -0.013372379805685519, -0.014230356791912993, -0.01447325386423105, -0.01447325386423105, -0.01690402658000781, -0.017411294800394037, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904, -0.018813137361225904], [0.06603746518489945, 0.06493100434618608, 0.026031775274029067, -0.0044890485174652744, -0.014167080208793422, -0.01462857563997393, -0.01510112450638405, -0.01510112450638405, -0.01510112450638405, -0.02115058487189658, -0.021823988330074772, -0.021823988330074772, -0.021823988330074772, -0.022681965316302243, -0.022924862388620303, -0.022924862388620303, -0.025355635104397065, -0.026120435721278357, -0.027522278282110225, -0.027522278282110225, -0.027522278282110225, -0.027522278282110225, -0.027522278282110225, -0.027522278282110225, -0.027522278282110225, -0.027522278282110225, -0.027522278282110225, -0.027522278282110225, -0.027522278282110225, -0.027522278282110225, -0.027522278282110225], [0.06544445163179106, 0.05552171992847599, 0.01705673628433749, -0.014100829306652182, -0.02377886099798032, -0.024081588304070967, -0.024554137170481095, -0.024554137170481095, -0.024554137170481095, -0.03060359753599361, -0.0312770009941718, -0.0312770009941718, -0.0312770009941718, -0.032134977980399285, -0.03237787505271733, -0.03237787505271733, -0.034808647768494086, -0.03557344838537539, -0.036975290946207245, -0.036975290946207245, -0.036975290946207245, -0.036975290946207245, -0.036975290946207245, -0.036975290946207245, -0.036975290946207245, -0.036975290946207245, -0.036975290946207245, -0.036975290946207245, -0.036975290946207245, -0.036975290946207245, -0.036975290946207245], [0.063349565766143, 0.04188866464805818, 0.0034236810039196966, -0.027975553037964253, -0.037653584729292394, -0.029066313563488964, -0.02953886242989909, -0.02953886242989909, -0.02953886242989909, -0.0355883227954116, -0.03575805984933024, -0.03575805984933024, -0.03575805984933024, -0.03661603683555771, -0.03661603683555771, -0.03661603683555771, -0.03904680955133448, -0.03981161016821577, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839], [0.06774299540618263, 0.04188866464805818, 0.0034236810039196966, -0.027975553037964253, -0.037653584729292394, -0.029066313563488964, -0.02953886242989909, -0.02953886242989909, -0.02953886242989909, -0.0355883227954116, -0.03575805984933024, -0.03575805984933024, -0.03575805984933024, -0.03661603683555771, -0.03661603683555771, -0.03661603683555771, -0.03904680955133448, -0.03981161016821577, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839, -0.04004019313928839], [0.07070469176240424, 0.04012687965024604, 0.001661896006107555, -0.029737338035776394, -0.039415369727104535, -0.030828098561301098, -0.03130064742771123, -0.03130064742771123, -0.03130064742771123, -0.037350107793223744, -0.03751984484714238, -0.03751984484714238, -0.03751984484714238, -0.03837782183336985, -0.03837782183336985, -0.03837782183336985, -0.04080859454914661, -0.04157339516602791, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053], [0.06940760979941263, 0.03882979768725443, 0.0003648140431159481, -0.031034419998768003, -0.039677073861766846, -0.030828098561301098, -0.03130064742771123, -0.03130064742771123, -0.03130064742771123, -0.037350107793223744, -0.03751984484714238, -0.03751984484714238, -0.03751984484714238, -0.03837782183336985, -0.03837782183336985, -0.03837782183336985, -0.04080859454914661, -0.04157339516602791, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053, -0.04180197813710053], [0.06940760979941263, 0.03882979768725443, 0.0003648140431159481, -0.031034419998768003, -0.039677073861766846, -0.030828098561301098, -0.03130064742771123, -0.03130064742771123, -0.03130064742771123, -0.037350107793223744, -0.03711563001691144, -0.03711563001691144, -0.03711563001691144, -0.03797360700313891, -0.03797360700313891, -0.03797360700313891, -0.04040437971891568, -0.04116918033579699, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959], [0.07011852167630765, 0.03954070956414944, 0.0003648140431159481, -0.031034419998768003, -0.039677073861766846, -0.030828098561301098, -0.03130064742771123, -0.03130064742771123, -0.03130064742771123, -0.037350107793223744, -0.03711563001691144, -0.03711563001691144, -0.03711563001691144, -0.03797360700313891, -0.03797360700313891, -0.03797360700313891, -0.04040437971891568, -0.04116918033579699, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959], [0.07011852167630765, 0.03954070956414944, 0.0003648140431159481, -0.031034419998768003, -0.039677073861766846, -0.030828098561301098, -0.03130064742771123, -0.03130064742771123, -0.03130064742771123, -0.037350107793223744, -0.03711563001691144, -0.03711563001691144, -0.03711563001691144, -0.03797360700313891, -0.03797360700313891, -0.03797360700313891, -0.04040437971891568, -0.04116918033579699, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959, -0.04139776330686959], [0.07011852167630765, 0.03954070956414944, 0.0003648140431159481, -0.020059596560337675, -0.028702250423336528, -0.019853275122870783, -0.020325823989280897, -0.020325823989280897, -0.020325823989280897, -0.026375284354793412, -0.026140806578481102, -0.026140806578481102, -0.026140806578481102, -0.02699878356470858, -0.02699878356470858, -0.02699878356470858, -0.029429556280485342, -0.03019435689736665, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264], [0.06753399101202749, 0.0369561788998693, -0.0022197166211642, -0.020059596560337675, -0.028702250423336528, -0.019853275122870783, -0.020325823989280897, -0.020325823989280897, -0.020325823989280897, -0.026375284354793412, -0.026140806578481102, -0.026140806578481102, -0.026140806578481102, -0.02699878356470858, -0.02699878356470858, -0.02699878356470858, -0.029429556280485342, -0.03019435689736665, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264], [0.06753399101202749, 0.0369561788998693, -0.0022197166211642, -0.020059596560337675, -0.028702250423336528, -0.019853275122870783, -0.020325823989280897, -0.020325823989280897, -0.020325823989280897, -0.026375284354793412, -0.026140806578481102, -0.026140806578481102, -0.026140806578481102, -0.02699878356470858, -0.02699878356470858, -0.02699878356470858, -0.029429556280485342, -0.03019435689736665, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264], [0.06753399101202749, 0.0369561788998693, -0.0022197166211642, -0.020059596560337675, -0.028702250423336528, -0.019853275122870783, -0.020325823989280897, -0.020325823989280897, -0.020325823989280897, -0.026375284354793412, -0.026140806578481102, -0.026140806578481102, -0.026140806578481102, -0.02699878356470858, -0.02699878356470858, -0.02699878356470858, -0.029429556280485342, -0.03019435689736665, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264], [0.06347595379135662, 0.03289814167919843, -0.006277753841835074, -0.024117633781008552, -0.028702250423336528, -0.019853275122870783, -0.020325823989280897, -0.020325823989280897, -0.020325823989280897, -0.026375284354793412, -0.026140806578481102, -0.026140806578481102, -0.026140806578481102, -0.02699878356470858, -0.02699878356470858, -0.02699878356470858, -0.029429556280485342, -0.03019435689736665, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264, -0.030422939868439264], [0.06347595379135662, 0.03289814167919843, -0.006277753841835074, -0.024117633781008552, -0.028702250423336528, -0.019853275122870783, -0.020325823989280897, -0.020325823989280897, -0.020325823989280897, -0.026375284354793412, -0.026140806578481102, -0.026140806578481102, -0.026140806578481102, -0.02699878356470858, -0.02699878356470858, -0.02699878356470858, -0.029429556280485342, -0.03019435689736665, -0.029107756938976704, -0.029107756938976704, -0.029107756938976704, -0.029107756938976704, -0.029107756938976704, -0.029107756938976704, -0.029107756938976704, -0.029107756938976704, -0.029107756938976704, -0.029107756938976704, -0.029107756938976704, -0.029107756938976704, -0.029107756938976704], [0.06347595379135662, 0.03289814167919843, -0.006277753841835074, -0.024117633781008552, -0.028702250423336528, -0.019853275122870783, -0.020325823989280897, -0.020325823989280897, -0.020325823989280897, -0.015245288999819698, -0.015010811223507389, -0.015010811223507389, -0.015010811223507389, -0.013958782665814514, -0.013958782665814514, -0.013958782665814514, -0.01638955538159127, -0.017154355998472568, -0.016067756040082624, -0.016067756040082624, -0.016067756040082624, -0.016067756040082624, -0.016067756040082624, -0.016067756040082624, -0.016067756040082624, -0.016067756040082624, -0.016067756040082624, -0.016067756040082624, -0.016067756040082624, -0.016067756040082624, -0.016067756040082624]], \"zmax\": 0.661370019690394, \"zmin\": -0.5097212434794212, \"type\": \"heatmap\"}], \"layout\": {\"title\": {\"text\": \"Total_Bilirubin x Alkaline_Phosphotase\"}, \"xaxis\": {\"title\": {\"text\": \"Total_Bilirubin\"}}, \"yaxis\": {\"title\": {\"text\": \"Alkaline_Phosphotase\"}}, \"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"x\": [0.1, 0.15000000000000002, 0.25, 0.35, 0.45, 0.55, 0.6499999999999999, 0.75, 0.8500000000000001, 0.95, 1.05, 1.15, 1.25, 1.35, 1.55, 1.65, 2.05, 2.25, 2.55, 2.75, 3.1, 3.45, 3.95, 4.25, 4.95, 6.05, 7.75, 8.9, 10.600000000000001, 12.7, 18.3], \"y\": [10.0, 13.5, 15.5, 17.5, 19.5, 20.5, 21.5, 22.5, 24.5, 25.5, 27.5, 29.5, 31.5, 33.5, 36.5, 38.5, 41.5, 43.5, 47.5, 49.0, 53.5, 58.5, 61.5, 64.5, 73.0, 84.5, 106.0, 132.5, 164.0, 231.0, 432.5, 2000.0], \"z\": [[0.06122773477707889, 0.052777337720234574, 0.008497693550023704, 0.019995491359001163, 0.06502241050679156, 0.06502241050679156, 0.06476158567709282, 0.06476158567709282, 0.04788714196930001, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961, 0.04262519197258961], [0.06122773477707889, 0.048343911629246075, 0.0011286720866437224, -0.006644575725698269, 0.03431775163931944, 0.03431775163931944, 0.03405692680962072, 0.03405692680962072, 0.0171824831018279, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175, 0.0119205331051175], [0.06360968689623163, 0.049287564640261, 0.002072325097658659, -0.02041956292390008, -0.029073861016088467, -0.029073861016088467, -0.029334685845787207, -0.029334685845787207, -0.04620912955358, -0.0514710795502904, -0.0514710795502904, -0.0514710795502904, -0.05489704272324458, -0.05489704272324458, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148], [0.06360968689623163, 0.049287564640261, 0.002072325097658659, -0.02041956292390008, -0.029073861016088467, -0.029073861016088467, -0.029334685845787207, -0.029334685845787207, -0.04620912955358, -0.0514710795502904, -0.0514710795502904, -0.0514710795502904, -0.05489704272324458, -0.05489704272324458, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148, -0.05641125609006148], [0.02044315521857262, 0.011130058616694232, 0.007809544710369251, 0.0003787095847425717, -0.008275588507445822, -0.006659505875015414, -0.00692033070471414, -0.00692033070471414, -0.023794774412506946, -0.029056724409217336, -0.03602382669905428, -0.03602382669905428, -0.04253732391489669, -0.04253732391489669, -0.044051537281713585, -0.044051537281713585, -0.044051537281713585, -0.044051537281713585, -0.044051537281713585, -0.044051537281713585, -0.04674183030554438, -0.04674183030554438, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784], [0.027469143248577, 0.011130058616694232, 0.007809544710369251, 0.0003787095847425717, -0.008275588507445822, -0.006659505875015414, -0.00692033070471414, -0.00692033070471414, -0.023794774412506946, -0.029056724409217336, -0.03602382669905428, -0.03602382669905428, -0.04253732391489669, -0.04253732391489669, -0.044051537281713585, -0.044051537281713585, -0.044051537281713585, -0.044051537281713585, -0.044051537281713585, -0.044051537281713585, -0.04674183030554438, -0.04674183030554438, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784], [0.028842041286251372, 0.012502956654368602, 0.00918244274804362, 0.0017516076224169449, -0.008275588507445822, -0.006659505875015414, -0.00692033070471414, -0.00692033070471414, -0.023794774412506946, -0.029056724409217336, -0.03602382669905428, -0.03602382669905428, -0.04253732391489669, -0.04253732391489669, -0.044051537281713585, -0.044051537281713585, -0.044051537281713585, -0.044051537281713585, -0.044051537281713585, -0.044051537281713585, -0.04674183030554438, -0.04674183030554438, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784, -0.047300689707521784], [0.03523477386590769, 0.01215709373163452, 0.00826198997596827, 0.0008311548503415929, -0.02094994113129006, -0.019333858498859643, -0.01959468332855837, -0.01959468332855837, -0.03646912703635115, -0.041731077033061545, -0.048698179322898494, -0.048698179322898494, -0.0552116765387409, -0.0552116765387409, -0.0567258899055578, -0.0567258899055578, -0.0567258899055578, -0.0567258899055578, -0.0567258899055578, -0.0567258899055578, -0.05941618292938859, -0.05941618292938859, -0.05997504233136598, -0.05997504233136598, -0.05997504233136598, -0.05997504233136598, -0.05997504233136598, -0.05997504233136598, -0.05997504233136598, -0.05997504233136598], [0.03523477386590769, 0.01215709373163452, 0.00826198997596827, 0.0008311548503415929, -0.02094994113129006, -0.019333858498859643, -0.01959468332855837, -0.01959468332855837, -0.03646912703635115, -0.041731077033061545, -0.048698179322898494, -0.048698179322898494, -0.0552116765387409, -0.0552116765387409, -0.0567258899055578, -0.0567258899055578, -0.0567258899055578, -0.0567258899055578, -0.0567258899055578, -0.0567258899055578, -0.05941618292938859, -0.05941618292938859, -0.05997504233136598, -0.05997504233136598, -0.05997504233136598, -0.05997504233136598, -0.05997504233136598, -0.05997504233136598, -0.05997504233136598, -0.05997504233136598], [0.04662162868407384, 0.02487240084580182, 0.018096233182143942, 0.010665398056517257, -0.019408538966156606, -0.01779245633372619, -0.018053281163424913, -0.018053281163424913, -0.0349277248712177, -0.0401896748679281, -0.05359896082950498, -0.05359896082950498, -0.06011245804534737, -0.06011245804534737, -0.06162667141216427, -0.06162667141216427, -0.06162667141216427, -0.06162667141216427, -0.06162667141216427, -0.06162667141216427, -0.06431696443599506, -0.06431696443599506, -0.06487582383797247, -0.06487582383797247, -0.06487582383797247, -0.06487582383797247, -0.06487582383797247, -0.06487582383797247, -0.06487582383797247, -0.06487582383797247], [0.05028663647993244, 0.028537408641660416, 0.021761240978002534, 0.010979360086319315, -0.019094576936354545, -0.01747849430392413, -0.017739319133622852, -0.017739319133622852, -0.03461376284141564, -0.039875712838126035, -0.0532849987997029, -0.0532849987997029, -0.06750425726151216, -0.06750425726151216, -0.06901847062832905, -0.06901847062832905, -0.06901847062832905, -0.06901847062832905, -0.06901847062832905, -0.06901847062832905, -0.07170876365215983, -0.07170876365215983, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724], [0.05028663647993244, 0.028537408641660416, 0.021761240978002534, 0.010979360086319315, -0.019094576936354545, -0.01747849430392413, -0.017739319133622852, -0.017739319133622852, -0.03461376284141564, -0.039875712838126035, -0.0532849987997029, -0.0532849987997029, -0.06750425726151216, -0.06750425726151216, -0.06901847062832905, -0.06901847062832905, -0.06901847062832905, -0.06901847062832905, -0.06901847062832905, -0.06901847062832905, -0.07170876365215983, -0.07170876365215983, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724], [0.04616377200699799, 0.024414544168725967, 0.01763837650506809, 0.006856495613384866, -0.021504485281150076, -0.019888402648719657, -0.020149227478418383, -0.020149227478418383, -0.037023671186211166, -0.039875712838126035, -0.0532849987997029, -0.0532849987997029, -0.06750425726151216, -0.06750425726151216, -0.06901847062832905, -0.06901847062832905, -0.06901847062832905, -0.06901847062832905, -0.06901847062832905, -0.06901847062832905, -0.07170876365215983, -0.07170876365215983, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724, -0.07226762305413724], [0.043995868369388264, 0.02096869431910829, 0.016360430293060148, 0.005578549401376925, -0.022782431493158017, -0.0211663488607276, -0.021427173690426324, -0.021427173690426324, -0.03830161739821911, -0.041153659050133976, -0.05456294501171084, -0.05456294501171084, -0.0687822034735201, -0.0687822034735201, -0.070296416840337, -0.070296416840337, -0.070296416840337, -0.070296416840337, -0.070296416840337, -0.070296416840337, -0.07298670986416778, -0.07298670986416778, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518], [0.043995868369388264, 0.02096869431910829, 0.016360430293060148, 0.005578549401376925, -0.022782431493158017, -0.0211663488607276, -0.021427173690426324, -0.021427173690426324, -0.03830161739821911, -0.041153659050133976, -0.05456294501171084, -0.05456294501171084, -0.0687822034735201, -0.0687822034735201, -0.070296416840337, -0.070296416840337, -0.070296416840337, -0.070296416840337, -0.070296416840337, -0.070296416840337, -0.07298670986416778, -0.07298670986416778, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518], [0.043995868369388264, 0.02096869431910829, 0.016360430293060148, 0.005578549401376925, -0.022782431493158017, -0.0211663488607276, -0.021427173690426324, -0.021427173690426324, -0.03830161739821911, -0.041153659050133976, -0.05456294501171084, -0.05456294501171084, -0.0687822034735201, -0.0687822034735201, -0.070296416840337, -0.070296416840337, -0.070296416840337, -0.070296416840337, -0.070296416840337, -0.070296416840337, -0.07298670986416778, -0.07298670986416778, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518], [0.043995868369388264, 0.02096869431910829, 0.016360430293060148, 0.005578549401376925, -0.022782431493158017, -0.0211663488607276, -0.021427173690426324, -0.021427173690426324, -0.03830161739821911, -0.041153659050133976, -0.05456294501171084, -0.05456294501171084, -0.0687822034735201, -0.0687822034735201, -0.070296416840337, -0.070296416840337, -0.070296416840337, -0.070296416840337, -0.070296416840337, -0.070296416840337, -0.07298670986416778, -0.07298670986416778, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518, -0.07354556926614518], [0.015262824122672287, 0.038763963175027547, 0.041286636706136554, 0.03188897039836523, 0.014990868010534467, 0.01660695064296487, 0.016346125813266145, 0.016346125813266145, 0.013775129049719604, 0.01092308739780473, -0.002486198563772149, -0.002486198563772149, -0.03781773935940512, -0.03781773935940512, -0.039331952726222, -0.039331952726222, -0.039331952726222, -0.039331952726222, -0.039331952726222, -0.039331952726222, -0.0420222457500528, -0.0420222457500528, -0.04258110515203019, -0.04258110515203019, -0.04258110515203019, -0.04258110515203019, -0.04258110515203019, -0.04258110515203019, -0.04258110515203019, -0.04258110515203019], [0.00876266865549494, 0.0322638077078502, 0.04126593699661965, 0.03186827068884833, 0.014970168301017566, 0.01658625093344797, 0.01658625093344797, 0.01658625093344797, 0.014015254169901428, 0.011163212517986553, -0.002246073443590327, -0.002246073443590327, -0.03757761423922329, -0.03757761423922329, -0.039091827606040186, -0.039091827606040186, -0.039091827606040186, -0.039091827606040186, -0.039091827606040186, -0.039091827606040186, -0.04178212062987098, -0.04178212062987098, -0.04234098003184837, -0.04234098003184837, -0.04234098003184837, -0.04234098003184837, -0.04234098003184837, -0.04234098003184837, -0.04234098003184837, -0.04234098003184837], [0.00876266865549494, 0.0322638077078502, 0.04126593699661965, 0.03186827068884833, 0.014970168301017566, 0.01658625093344797, 0.01658625093344797, 0.01658625093344797, 0.014015254169901428, 0.011163212517986553, -0.002246073443590327, -0.002246073443590327, -0.03757761423922329, -0.03757761423922329, -0.039091827606040186, -0.039091827606040186, -0.039091827606040186, -0.039091827606040186, -0.039091827606040186, -0.039091827606040186, -0.04178212062987098, -0.04178212062987098, -0.04234098003184837, -0.04234098003184837, -0.04234098003184837, -0.04234098003184837, -0.04234098003184837, -0.04234098003184837, -0.04234098003184837, -0.04234098003184837], [0.008033178253166039, 0.03672635256225264, 0.045728481851022074, 0.036330815543250766, 0.019432713155419994, 0.021048795787850398, 0.021048795787850398, 0.021048795787850398, 0.018477799024303854, 0.01562575737238898, 0.002216471410812104, 0.002216471410812104, -0.040040798836556854, -0.040040798836556854, -0.04155501220337375, -0.04155501220337375, -0.04155501220337375, -0.04155501220337375, -0.04155501220337375, -0.04155501220337375, -0.044245305227204546, -0.044245305227204546, -0.044804164629181936, -0.044804164629181936, -0.044804164629181936, -0.044804164629181936, -0.044804164629181936, -0.044804164629181936, -0.044804164629181936, -0.044804164629181936], [0.008033178253166039, 0.03672635256225264, 0.045728481851022074, 0.036330815543250766, 0.019432713155419994, 0.021048795787850398, 0.021048795787850398, 0.021048795787850398, 0.018477799024303854, 0.01967631369884753, 0.006267027737270654, 0.006267027737270654, -0.035990242510098316, -0.035990242510098316, -0.03750445587691521, -0.03750445587691521, -0.03750445587691521, -0.03750445587691521, -0.03750445587691521, -0.03750445587691521, -0.040194748900745994, -0.040194748900745994, -0.040753608302723385, -0.040753608302723385, -0.040753608302723385, -0.040753608302723385, -0.040753608302723385, -0.040753608302723385, -0.040753608302723385, -0.040753608302723385], [0.008033178253166039, 0.03672635256225264, 0.04554189937065892, 0.036144233062887596, 0.01924613067505683, 0.020862213307487235, 0.020862213307487235, 0.020862213307487235, 0.018291216543940694, 0.019489731218484366, 0.006080445256907492, 0.006080445256907492, -0.03617682499046147, -0.03617682499046147, -0.03769103835727837, -0.03769103835727837, -0.03769103835727837, -0.03769103835727837, -0.03769103835727837, -0.03769103835727837, -0.04038133138110915, -0.04038133138110915, -0.04094019078308654, -0.04094019078308654, -0.04094019078308654, -0.04094019078308654, -0.04094019078308654, -0.04094019078308654, -0.04094019078308654, -0.04094019078308654], [-0.046898076811286674, -0.019099523850831825, -0.010283977042425545, 0.0014995379639815842, 0.016894948811248502, 0.018511031443678903, 0.018511031443678903, 0.018511031443678903, 0.018511031443678903, 0.01970954611822258, 0.006300260156645703, 0.006300260156645703, -0.03595701009072326, -0.03595701009072326, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.04016151648137095, -0.04016151648137095, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834], [-0.046898076811286674, -0.019099523850831825, -0.010283977042425545, 0.0014995379639815842, 0.016894948811248502, 0.018511031443678903, 0.018511031443678903, 0.018511031443678903, 0.018511031443678903, 0.01970954611822258, 0.006300260156645703, 0.006300260156645703, -0.03595701009072326, -0.03595701009072326, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.04016151648137095, -0.04016151648137095, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834], [-0.046898076811286674, -0.019099523850831825, -0.010283977042425545, 0.0014995379639815842, 0.016894948811248502, 0.018511031443678903, 0.018511031443678903, 0.018511031443678903, 0.018511031443678903, 0.01970954611822258, 0.006300260156645703, 0.006300260156645703, -0.03595701009072326, -0.03595701009072326, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.04016151648137095, -0.04016151648137095, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834], [-0.046898076811286674, -0.019099523850831825, -0.010283977042425545, 0.0014995379639815842, 0.016894948811248502, 0.018511031443678903, 0.018511031443678903, 0.018511031443678903, 0.018511031443678903, 0.01970954611822258, 0.006300260156645703, 0.006300260156645703, -0.03595701009072326, -0.03595701009072326, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.04016151648137095, -0.04016151648137095, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834], [-0.046898076811286674, -0.019099523850831825, -0.010283977042425545, 0.0014995379639815842, 0.016894948811248502, 0.018511031443678903, 0.018511031443678903, 0.018511031443678903, 0.018511031443678903, 0.01970954611822258, 0.006300260156645703, 0.006300260156645703, -0.03595701009072326, -0.03595701009072326, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.04016151648137095, -0.04016151648137095, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834], [-0.046898076811286674, -0.019099523850831825, -0.010283977042425545, 0.0014995379639815842, 0.016894948811248502, 0.018511031443678903, 0.018511031443678903, 0.018511031443678903, 0.018511031443678903, 0.01970954611822258, 0.006300260156645703, 0.006300260156645703, -0.03595701009072326, -0.03595701009072326, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.04016151648137095, -0.04016151648137095, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834], [-0.046898076811286674, -0.019099523850831825, -0.010283977042425545, 0.0014995379639815842, 0.016894948811248502, 0.018511031443678903, 0.018511031443678903, 0.018511031443678903, 0.018511031443678903, 0.01970954611822258, 0.006300260156645703, 0.006300260156645703, -0.03595701009072326, -0.03595701009072326, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.04016151648137095, -0.04016151648137095, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834], [-0.046898076811286674, -0.019099523850831825, -0.010283977042425545, 0.0014995379639815842, 0.016894948811248502, 0.018511031443678903, 0.018511031443678903, 0.018511031443678903, 0.018511031443678903, 0.01970954611822258, 0.006300260156645703, 0.006300260156645703, -0.03595701009072326, -0.03595701009072326, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.037471223457540156, -0.04016151648137095, -0.04016151648137095, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834, -0.04072037588334834]], \"zmax\": 0.661370019690394, \"zmin\": -0.5097212434794212, \"type\": \"heatmap\"}], \"layout\": {\"title\": {\"text\": \"Direct_Bilirubin x Alamine_Aminotransferase\"}, \"xaxis\": {\"title\": {\"text\": \"Direct_Bilirubin\"}}, \"yaxis\": {\"title\": {\"text\": \"Alamine_Aminotransferase\"}}, \"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"x\": [0.1, 0.15000000000000002, 0.25, 0.35, 0.45, 0.55, 0.6499999999999999, 0.75, 0.8500000000000001, 0.95, 1.05, 1.15, 1.25, 1.35, 1.55, 1.65, 2.05, 2.25, 2.55, 2.75, 3.1, 3.45, 3.95, 4.25, 4.95, 6.05, 7.75, 8.9, 10.600000000000001, 12.7, 18.3], \"y\": [63.0, 124.0, 141.0, 147.5, 157.5, 161.0, 166.5, 172.0, 177.0, 181.0, 184.5, 188.5, 191.5, 195.5, 198.5, 204.5, 209.5, 215.5, 222.0, 237.5, 257.5, 271.5, 283.5, 295.5, 309.5, 333.5, 370.5, 416.5, 504.5, 611.0, 881.5, 2110.0], \"z\": [[0.00813459050451287, 0.01957747365031241, 0.06316719933096043, 0.06742224810048908, 0.07010145513016251, 0.07152644390655191, 0.06652680942828787, 0.06032198618152179, 0.04316838689712352, 0.045646933308078896, 0.0445918216297543, 0.0445918216297543, 0.05381314526679265, 0.05381314526679265, 0.0522529563231979, 0.0522529563231979, 0.0522529563231979, 0.0522529563231979, 0.0522529563231979, 0.0522529563231979, 0.0522529563231979, 0.0522529563231979, 0.0522529563231979, 0.0522529563231979, 0.0522529563231979, 0.0522529563231979, 0.0522529563231979, 0.0522529563231979, 0.0522529563231979, 0.0522529563231979], [0.008532239277758306, 0.018276314424602647, 0.06186604010525066, 0.06612108887477933, 0.06880029590445275, 0.07022528468084215, 0.06509748791848652, 0.05889266467172045, 0.041739065387322166, 0.044217611798277545, 0.04316250011995295, 0.04316250011995295, 0.0523838237569913, 0.0523838237569913, 0.05082363481339656, 0.05082363481339656, 0.05082363481339656, 0.05082363481339656, 0.05082363481339656, 0.05082363481339656, 0.05082363481339656, 0.05082363481339656, 0.05082363481339656, 0.05082363481339656, 0.05082363481339656, 0.05082363481339656, 0.05082363481339656, 0.05082363481339656, 0.05082363481339656, 0.05082363481339656], [0.025542272706732018, 0.04577454239343849, 0.07546267593223953, 0.07803570698779669, 0.07928849044431488, 0.08071347922070429, 0.07558568245834865, 0.06938085921158259, 0.052227259927184314, 0.05470580633813969, 0.05365069465981509, 0.05365069465981509, 0.06287201829685346, 0.06287201829685346, 0.06131182935325871, 0.06131182935325871, 0.06131182935325871, 0.06131182935325871, 0.06131182935325871, 0.06131182935325871, 0.06131182935325871, 0.06131182935325871, 0.06131182935325871, 0.06131182935325871, 0.06131182935325871, 0.06131182935325871, 0.06131182935325871, 0.06131182935325871, 0.06131182935325871, 0.06131182935325871], [0.024040618953804428, 0.0423983350740838, 0.04996731806117674, 0.052540349116733914, 0.05118467658461915, 0.052609665361008535, 0.04748186859865292, 0.04578212778861902, 0.03495623555924658, 0.03743478197020196, 0.02964981443441691, 0.02964981443441691, 0.006810431291299053, 0.006810431291299053, 0.005250242347704303, 0.005250242347704303, 0.005250242347704303, 0.005250242347704303, 0.005250242347704303, 0.005250242347704303, 0.005250242347704303, 0.005250242347704303, 0.005250242347704303, 0.005250242347704303, 0.005250242347704303, 0.005250242347704303, 0.005250242347704303, 0.005250242347704303, 0.005250242347704303, 0.005250242347704303], [0.025874046577780814, 0.04423176269806018, 0.04200998415061387, 0.044583015206171035, 0.04322734267405628, 0.04465233145044566, 0.03952453468809005, 0.03782479387805615, 0.02699890164868371, 0.02947744805963908, 0.01930730977903322, 0.01930730977903322, -0.0035320733640846376, -0.0035320733640846376, -0.005092262307679389, -0.005092262307679389, -0.005092262307679389, -0.005092262307679389, -0.005092262307679389, -0.005092262307679389, -0.005092262307679389, -0.005092262307679389, -0.005092262307679389, -0.005092262307679389, -0.005092262307679389, -0.005092262307679389, -0.005092262307679389, -0.005092262307679389, -0.005092262307679389, -0.005092262307679389], [0.025981680574361062, 0.04433939669464043, 0.04175044299706526, 0.04432347405262243, 0.042967801520507665, 0.04439279029689705, 0.03926499353454144, 0.03756525272450754, 0.0267393604951351, 0.023662660599119045, 0.013266015035901045, 0.013266015035901045, -0.009573368107216814, -0.009573368107216814, -0.011133557050811562, -0.011133557050811562, -0.011133557050811562, -0.011133557050811562, -0.011133557050811562, -0.011133557050811562, -0.011133557050811562, -0.011133557050811562, -0.011133557050811562, -0.011133557050811562, -0.011133557050811562, -0.011133557050811562, -0.011133557050811562, -0.011133557050811562, -0.011133557050811562, -0.011133557050811562], [-0.01111616107724863, 0.04433939669464043, 0.04175044299706526, 0.04432347405262243, 0.042967801520507665, 0.04439279029689705, 0.03926499353454144, 0.03756525272450754, 0.0267393604951351, 0.020738264307851362, 0.010341618744633364, 0.010341618744633364, -0.012497764398484497, -0.012497764398484497, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245], [-0.01111616107724863, 0.04433939669464043, 0.04175044299706526, 0.04432347405262243, 0.042967801520507665, 0.04439279029689705, 0.03926499353454144, 0.03756525272450754, 0.0267393604951351, 0.020738264307851362, 0.010341618744633364, 0.010341618744633364, -0.012497764398484497, -0.012497764398484497, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245], [-0.010056169953197355, 0.0453993878186917, 0.042810434121116535, 0.04432347405262243, 0.042967801520507665, 0.04439279029689705, 0.03926499353454144, 0.03756525272450754, 0.0267393604951351, 0.020738264307851362, 0.010341618744633364, 0.010341618744633364, -0.012497764398484497, -0.012497764398484497, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245, -0.014057953342079245], [-0.010056169953197355, 0.04507151957963583, 0.03743171950241747, 0.0372312025183727, 0.03587552998625793, 0.036988483059907956, 0.031860686297552336, 0.02736295040828634, 0.0165370581789139, 0.010535961991630167, 0.00013931642841217423, 0.00013931642841217423, -0.022700066714705695, -0.022700066714705695, -0.024260255658300443, -0.024260255658300443, -0.024260255658300443, -0.024260255658300443, -0.024260255658300443, -0.024260255658300443, -0.024260255658300443, -0.024260255658300443, -0.024260255658300443, -0.024260255658300443, -0.024260255658300443, -0.024260255658300443, -0.024260255658300443, -0.024260255658300443, -0.024260255658300443, -0.024260255658300443], [-0.01197465183301414, 0.03763172896643948, 0.03195544329504808, 0.03175492631100331, 0.03039925377888855, 0.03151220685253857, 0.026384410090182952, 0.019105513111324936, 0.008279620881952493, 0.002278524694668757, -0.008118120868549246, -0.008118120868549246, -0.030957504011667095, -0.030957504011667095, -0.032517692955261836, -0.032517692955261836, -0.032517692955261836, -0.032517692955261836, -0.032517692955261836, -0.032517692955261836, -0.032517692955261836, -0.032517692955261836, -0.032517692955261836, -0.032517692955261836, -0.032517692955261836, -0.032517692955261836, -0.032517692955261836, -0.032517692955261836, -0.032517692955261836, -0.032517692955261836], [0.0008653914780995045, 0.046510758839162225, 0.031648952717678626, 0.03144843573363385, 0.03009276320151909, 0.02992338282798894, 0.024795586065633327, 0.0165857000767932, 0.005759807847420759, -0.00024128833986297726, -0.01063793390308098, -0.01063793390308098, -0.03347731704619883, -0.03347731704619883, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358], [0.0008653914780995045, 0.046510758839162225, 0.031648952717678626, 0.03144843573363385, 0.03009276320151909, 0.02992338282798894, 0.024795586065633327, 0.0165857000767932, 0.005759807847420759, -0.00024128833986297726, -0.01063793390308098, -0.01063793390308098, -0.03347731704619883, -0.03347731704619883, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358, -0.03503750598979358], [0.005475231466837991, 0.04607287100977273, 0.031211064888289137, 0.03101054790424436, 0.029654875372129595, 0.029485494998599447, 0.02403764104260174, 0.015827755053761612, 0.005001862824389174, -0.0009992333628945603, -0.010853451052156602, -0.010853451052156602, -0.037994773047801966, -0.037994773047801966, -0.039554961991396714, -0.039554961991396714, -0.039554961991396714, -0.039554961991396714, -0.039554961991396714, -0.039554961991396714, -0.039554961991396714, -0.039554961991396714, -0.039554961991396714, -0.039554961991396714, -0.039554961991396714, -0.039554961991396714, -0.039554961991396714, -0.039554961991396714, -0.039554961991396714, -0.039554961991396714], [0.008627746562870308, 0.046322991277528106, 0.03021661232660146, 0.030016095342556684, 0.02866042281044192, 0.028491042436911772, 0.023043188480914065, 0.014833302492073938, 0.004007410262701499, -0.001993685924582239, -0.011847903613844277, -0.011847903613844277, -0.03898922560948964, -0.03898922560948964, -0.04054941455308439, -0.04054941455308439, -0.04054941455308439, -0.04054941455308439, -0.04054941455308439, -0.04054941455308439, -0.04054941455308439, -0.04054941455308439, -0.04054941455308439, -0.04054941455308439, -0.04054941455308439, -0.04054941455308439, -0.04054941455308439, -0.04054941455308439, -0.04054941455308439, -0.04054941455308439], [0.008680792914146961, 0.037797139462345246, 0.021690760511418602, 0.017513909703139697, 0.016158237171024933, 0.016121376781395993, 0.010673522825398286, 0.0024636368365581647, -0.00729885242090875, -0.013299948608192488, -0.023154166297454523, -0.023154166297454523, -0.050295488293099905, -0.050295488293099905, -0.05185567723669464, -0.05185567723669464, -0.05185567723669464, -0.05185567723669464, -0.05185567723669464, -0.05185567723669464, -0.05185567723669464, -0.05185567723669464, -0.05185567723669464, -0.05185567723669464, -0.05185567723669464, -0.05185567723669464, -0.05185567723669464, -0.05185567723669464, -0.05185567723669464, -0.05185567723669464], [0.006506157262772306, 0.026353997565961428, 0.005722741943639606, 0.00013746506295250066, -0.00121820746916226, -0.0012550678587912, -0.006702921814788907, -0.014912807803629032, -0.024675297061095953, -0.028501757597005038, -0.03835597528626708, -0.03835597528626708, -0.06549729728191245, -0.06549729728191245, -0.06705748622550721, -0.06705748622550721, -0.06705748622550721, -0.06705748622550721, -0.06705748622550721, -0.06705748622550721, -0.06705748622550721, -0.06705748622550721, -0.06705748622550721, -0.06705748622550721, -0.06705748622550721, -0.06705748622550721, -0.06705748622550721, -0.06705748622550721, -0.06705748622550721, -0.06705748622550721], [0.0054507916136339735, 0.016519288343277344, -0.004111967279044476, -0.00969724415973158, -0.01105291669184634, -0.011089777081475287, -0.016537631037472994, -0.024747517026313115, -0.03451000628378004, -0.03738700618876198, -0.04724122387802403, -0.04724122387802403, -0.07438254587366938, -0.07438254587366938, -0.07438254587366938, -0.07438254587366938, -0.07438254587366938, -0.07438254587366938, -0.07438254587366938, -0.07438254587366938, -0.07438254587366938, -0.07438254587366938, -0.07438254587366938, -0.07438254587366938, -0.07438254587366938, -0.07438254587366938, -0.07438254587366938, -0.07438254587366938, -0.07438254587366938, -0.07438254587366938], [0.011748122717672501, 0.014729975167338092, -0.00590128045498373, -0.011486557335670836, -0.012842229867785597, -0.01287909025741453, -0.018326944213412237, -0.026536830202252365, -0.03629931945971929, -0.03917631936470124, -0.04903053705396326, -0.04903053705396326, -0.07617185904960865, -0.07617185904960865, -0.07617185904960865, -0.07617185904960865, -0.07617185904960865, -0.07617185904960865, -0.07617185904960865, -0.07617185904960865, -0.07617185904960865, -0.07617185904960865, -0.07617185904960865, -0.07617185904960865, -0.07617185904960865, -0.07617185904960865, -0.07617185904960865, -0.07617185904960865, -0.07617185904960865, -0.07617185904960865], [0.011748122717672501, 0.012979147080385393, -0.0076521085419364275, -0.01323738542262353, -0.014593057954738302, -0.014629918344367235, -0.020077772300364942, -0.02828765828920507, -0.03805014754667198, -0.040927147451653934, -0.050781365140915954, -0.050781365140915954, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135], [0.07265701327743868, 0.011531118022591644, -0.009100137599730176, -0.01323738542262353, -0.014593057954738302, -0.014629918344367235, -0.020077772300364942, -0.02828765828920507, -0.03805014754667198, -0.040927147451653934, -0.050781365140915954, -0.050781365140915954, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135], [0.07265701327743868, 0.011531118022591644, -0.009100137599730176, -0.01323738542262353, -0.014593057954738302, -0.014629918344367235, -0.020077772300364942, -0.02828765828920507, -0.03805014754667198, -0.040927147451653934, -0.050781365140915954, -0.050781365140915954, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135, -0.07792268713656135], [0.08298736823212433, 0.0079631026402374, -0.012668152982084409, -0.01680540080497777, -0.01816107333709254, -0.018197933726721474, -0.023645787682719188, -0.031855673671559316, -0.04161816292902623, -0.04449516283400816, -0.05434938052327021, -0.05434938052327021, -0.08149070251891559, -0.08149070251891559, -0.08149070251891559, -0.08149070251891559, -0.08149070251891559, -0.08149070251891559, -0.08149070251891559, -0.08149070251891559, -0.08149070251891559, -0.08149070251891559, -0.08149070251891559, -0.08149070251891559, -0.08149070251891559, -0.08149070251891559, -0.08149070251891559, -0.08149070251891559, -0.08149070251891559, -0.08149070251891559], [0.08817047519495179, 0.01345814529289314, -0.007173110329428682, -0.011310358152322033, -0.019292026856916986, -0.01932888724654592, -0.01995301209727198, -0.02816289808611211, -0.03792538734357903, -0.04080238724856097, -0.050656604937822994, -0.050656604937822994, -0.07779792693346838, -0.07779792693346838, -0.07779792693346838, -0.07779792693346838, -0.07779792693346838, -0.07779792693346838, -0.07779792693346838, -0.07779792693346838, -0.07779792693346838, -0.07779792693346838, -0.07779792693346838, -0.07779792693346838, -0.07779792693346838, -0.07779792693346838, -0.07779792693346838, -0.07779792693346838, -0.07779792693346838, -0.07779792693346838], [0.08817047519495179, 0.01345814529289314, -0.007173110329428682, -0.011310358152322033, -0.019292026856916986, -0.01932888724654592, -0.019072609479312892, -0.02728249546815302, -0.037044984725619935, -0.03758849757324009, -0.04744271526250214, -0.04744271526250214, -0.07458403725814752, -0.07458403725814752, -0.07458403725814752, -0.07458403725814752, -0.07458403725814752, -0.07458403725814752, -0.07458403725814752, -0.07458403725814752, -0.07458403725814752, -0.07458403725814752, -0.07458403725814752, -0.07458403725814752, -0.07458403725814752, -0.07458403725814752, -0.07458403725814752, -0.07458403725814752, -0.07458403725814752, -0.07458403725814752], [0.08906706614338643, 0.012820390393648448, -0.007810865228673372, -0.011948113051566726, -0.019929781756161676, -0.01996664214579061, -0.019710364378557582, -0.02792025036739771, -0.037682739624864625, -0.03822625247248478, -0.04756778635737818, -0.04756778635737818, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357], [0.08906706614338643, 0.012820390393648448, -0.007810865228673372, -0.011948113051566726, -0.019929781756161676, -0.01996664214579061, -0.019710364378557582, -0.02792025036739771, -0.037682739624864625, -0.03822625247248478, -0.04756778635737818, -0.04756778635737818, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357, -0.07470910835302357], [0.08906706614338643, 0.012820390393648448, -0.012653570755045918, -0.016790818577939272, -0.024772487282534214, -0.02480934767216316, -0.02455306990493012, -0.03276295589377024, -0.042525445151237184, -0.04306895799885734, -0.05241049188375073, -0.05241049188375073, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611], [0.06761399986461869, -0.008632675885119276, -0.03410663703381366, -0.03785537854699213, -0.045837047251587076, -0.045873907641216, -0.045617629873982976, -0.04806660743428874, -0.057829096691755635, -0.05761659277577806, -0.06695812666067144, -0.06695812666067144, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611, -0.07955181387939611], [0.06162848629378063, -0.014618189455957352, -0.04009215060465174, -0.043115892329483464, -0.050368579358903084, -0.05040543974853201, -0.050149161981298984, -0.052598139541604735, -0.06236062879907164, -0.062148124883094055, -0.07148965876798745, -0.07148965876798745, -0.04275253452282869, -0.04275253452282869, -0.04045644097007587, -0.039040664300352614, -0.03670410082132602, -0.03670410082132602, -0.03519262920529412, -0.03519262920529412, -0.033678328465900034, -0.03207698283730609, -0.03207698283730609, -0.03207698283730609, -0.03207698283730609, -0.03207698283730609, -0.03207698283730609, -0.03207698283730609, -0.03207698283730609, -0.03207698283730609], [0.06162848629378063, -0.014618189455957352, -0.04009215060465174, -0.043115892329483464, -0.050368579358903084, -0.05040543974853201, -0.050149161981298984, -0.04458272990002489, -0.03259451034790476, -0.03238200643192716, -0.041723540316820566, -0.041723540316820566, -0.012986416071661809, -0.012986416071661809, -0.010690322518908994, -0.009274545849185724, -0.006937982370159138, -0.006937982370159138, -0.005426510754127235, -0.005426510754127235, -0.003912210014733165, -0.0023108643861392067, -0.0023108643861392067, -0.0023108643861392067, -0.0023108643861392067, -0.0023108643861392067, -0.0023108643861392067, -0.0023108643861392067, -0.0023108643861392067, -0.0023108643861392067]], \"zmax\": 0.661370019690394, \"zmin\": -0.5097212434794212, \"type\": \"heatmap\"}], \"layout\": {\"title\": {\"text\": \"Direct_Bilirubin x Alkaline_Phosphotase\"}, \"xaxis\": {\"title\": {\"text\": \"Direct_Bilirubin\"}}, \"yaxis\": {\"title\": {\"text\": \"Alkaline_Phosphotase\"}}, \"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"x\": [0.4, 0.6499999999999999, 0.75, 0.8500000000000001, 0.95, 1.05, 1.15, 1.35, 1.45, 1.55, 1.65, 1.75, 1.85, 1.95, 2.1500000000000004, 2.25, 2.3499999999999996, 2.6500000000000004, 2.75, 3.05, 3.55, 3.95, 4.45, 5.75, 6.75, 7.6, 9.15, 11.2, 15.1, 18.45, 24.15, 75.0], \"y\": [10.0, 13.5, 15.5, 17.5, 19.5, 20.5, 21.5, 22.5, 24.5, 25.5, 27.5, 29.5, 31.5, 33.5, 36.5, 38.5, 41.5, 43.5, 47.5, 49.0, 53.5, 58.5, 61.5, 64.5, 73.0, 84.5, 106.0, 132.5, 164.0, 231.0, 432.5, 2000.0], \"z\": [[0.059482583604665865, 0.054334636845697754, 0.04324101604878501, -0.005518628389180574, 0.03194571909517094, 0.04183913150903581, 0.05851611998377766, 0.05851611998377766, 0.0412146995513914, 0.0412146995513914, 0.02238995737994652, 0.02238995737994652, 0.02238995737994652, -0.0056543208028207725, -0.0056543208028207725, -0.0056543208028207725, -0.0056543208028207725, -0.0056543208028207725, -0.0056543208028207725, -0.0056543208028207725, -0.0056543208028207725, -0.0056543208028207725, -0.0056543208028207725, -0.0056543208028207725, -0.0056543208028207725, -0.0056543208028207725, -0.0056543208028207725, -0.0056543208028207725, -0.0056543208028207725, -0.0056543208028207725, -0.0056543208028207725], [0.059482583604665865, 0.054334636845697754, 0.03149719346732696, -0.017262450970638624, 0.02020189651371288, 0.030095308927577752, 0.03021402429025597, 0.03021402429025597, 0.012912603857869718, 0.012912603857869718, -0.005912138313575163, -0.005912138313575163, -0.005912138313575163, -0.033956416496342456, -0.033956416496342456, -0.033956416496342456, -0.033956416496342456, -0.033956416496342456, -0.033956416496342456, -0.033956416496342456, -0.033956416496342456, -0.033956416496342456, -0.033956416496342456, -0.033956416496342456, -0.033956416496342456, -0.033956416496342456, -0.033956416496342456, -0.033956416496342456, -0.033956416496342456, -0.033956416496342456, -0.033956416496342456], [0.059482583604665865, 0.054334636845697754, 0.03149719346732696, -0.017262450970638624, 0.02020189651371288, 0.022903820104626597, 0.015985629055752397, 0.015985629055752397, -0.001315791376633858, -0.001315791376633858, -0.02014053354807873, -0.02014053354807873, -0.02014053354807873, -0.048184811730846044, -0.048184811730846044, -0.048184811730846044, -0.048184811730846044, -0.048184811730846044, -0.048184811730846044, -0.048184811730846044, -0.048184811730846044, -0.048184811730846044, -0.048184811730846044, -0.048184811730846044, -0.048184811730846044, -0.048184811730846044, -0.048184811730846044, -0.048184811730846044, -0.048184811730846044, -0.048184811730846044, -0.048184811730846044], [0.06151533650065371, 0.0563673897416856, 0.03385860141572261, -0.014901043022242972, 0.02102588274628992, 0.020966126437997883, 0.013631103963071458, 0.013631103963071458, -0.0036703164693147935, -0.0036703164693147935, -0.022495058640759666, -0.022495058640759666, -0.022495058640759666, -0.05053933682352698, -0.05053933682352698, -0.05146788169112521, -0.05146788169112521, -0.05146788169112521, -0.05310740544629718, -0.05310740544629718, -0.05310740544629718, -0.05310740544629718, -0.05310740544629718, -0.05310740544629718, -0.05310740544629718, -0.05310740544629718, -0.05310740544629718, -0.05310740544629718, -0.05310740544629718, -0.05310740544629718, -0.05310740544629718], [0.01308269637889855, 0.009936770976992203, -0.0019647370530846003, 0.0017993150847667337, 0.03772624085329964, 0.04243125297092467, 0.03509623049599825, 0.03509623049599825, 0.02788626291565474, 0.02788626291565474, 0.009061520744209866, 0.009061520744209866, 0.009061520744209866, -0.01898275743855743, -0.01898275743855743, -0.019911302306155662, -0.0267483449407959, -0.0267483449407959, -0.03148679203861599, -0.03148679203861599, -0.03148679203861599, -0.03148679203861599, -0.03148679203861599, -0.03148679203861599, -0.03148679203861599, -0.03148679203861599, -0.03148679203861599, -0.03148679203861599, -0.03148679203861599, -0.03148679203861599, -0.03148679203861599], [0.01308269637889855, 0.009936770976992203, -0.0019647370530846003, 0.0017993150847667337, 0.03772624085329964, 0.04172849148006546, 0.03439346900513903, 0.03439346900513903, 0.027183501424795517, 0.027183501424795517, 0.008358759253350648, 0.008358759253350648, 0.008358759253350648, -0.019685518929416647, -0.019685518929416647, -0.02061406379701488, -0.02745110643165511, -0.02745110643165511, -0.03218955352947521, -0.03218955352947521, -0.03218955352947521, -0.03218955352947521, -0.03218955352947521, -0.03218955352947521, -0.03218955352947521, -0.03218955352947521, -0.03218955352947521, -0.03218955352947521, -0.03218955352947521, -0.03218955352947521, -0.03218955352947521], [0.02355957050080094, 0.020413645098894595, 0.008512137068817791, 0.012276189206669123, 0.037030436612315934, 0.041032687239081746, 0.033697664764155325, 0.033697664764155325, 0.02648769718381181, 0.02648769718381181, 0.007662955012366939, 0.007662955012366939, 0.007662955012366939, -0.020381323170400353, -0.020381323170400353, -0.021309868037998593, -0.028146910672638824, -0.028146910672638824, -0.03288535777045892, -0.03288535777045892, -0.03288535777045892, -0.03288535777045892, -0.03288535777045892, -0.03288535777045892, -0.03288535777045892, -0.03288535777045892, -0.03288535777045892, -0.03288535777045892, -0.03288535777045892, -0.03288535777045892, -0.03288535777045892], [0.025460956749257885, 0.022315031347351535, 0.010272844013301696, 0.01403689615115303, 0.014127088061560052, 0.018129338688325877, 0.010794316213399453, 0.010794316213399453, 0.0035843486330559447, 0.0035843486330559447, -0.015240393538388923, -0.015240393538388923, -0.015240393538388923, -0.04328467172115623, -0.04328467172115623, -0.04421321658875447, -0.05105025922339471, -0.05105025922339471, -0.05578870632121479, -0.05578870632121479, -0.05578870632121479, -0.05578870632121479, -0.05578870632121479, -0.05578870632121479, -0.05578870632121479, -0.05578870632121479, -0.05578870632121479, -0.05578870632121479, -0.05578870632121479, -0.05578870632121479, -0.05578870632121479], [0.023739002031115307, 0.020593076629208958, 0.010272844013301696, 0.013190366265015244, 0.013280558175422265, 0.017282808802188094, 0.009947786327261668, 0.009947786327261668, 0.0027378187469181588, 0.0027378187469181588, -0.016086923424526715, -0.016086923424526715, -0.016086923424526715, -0.04413120160729401, -0.04413120160729401, -0.04505974647489225, -0.05189678910953249, -0.05189678910953249, -0.05663523620735258, -0.05663523620735258, -0.05663523620735258, -0.05663523620735258, -0.05663523620735258, -0.05663523620735258, -0.05663523620735258, -0.05663523620735258, -0.05663523620735258, -0.05663523620735258, -0.05663523620735258, -0.05663523620735258, -0.05663523620735258], [0.030320556345213523, 0.027174630943307174, 0.017955574661226874, 0.016580210617943555, 0.014596427079157585, 0.016702452248423698, 0.00936742977349727, 0.00936742977349727, 0.002157462193153761, 0.002157462193153761, -0.016667279978291108, -0.016667279978291108, -0.016667279978291108, -0.044711558161058415, -0.044711558161058415, -0.045640103028656655, -0.05677060646328893, -0.05677060646328893, -0.06150905356110902, -0.06150905356110902, -0.06150905356110902, -0.06150905356110902, -0.06150905356110902, -0.06150905356110902, -0.06150905356110902, -0.06150905356110902, -0.06150905356110902, -0.06150905356110902, -0.06150905356110902, -0.06150905356110902, -0.06150905356110902], [0.034088149366090406, 0.03609017072315216, 0.028208109507727896, 0.026832745464444585, 0.01344818101777575, 0.01555420618704186, 0.008219183712115437, 0.008219183712115437, 0.0010092161317719287, 0.0010092161317719287, -0.017815526039672944, -0.017815526039672944, -0.017815526039672944, -0.04585980422244026, -0.04585980422244026, -0.04678834909003849, -0.057918852524670765, -0.057918852524670765, -0.07494382775904784, -0.07494382775904784, -0.07494382775904784, -0.07494382775904784, -0.07494382775904784, -0.07494382775904784, -0.07494382775904784, -0.07494382775904784, -0.07494382775904784, -0.07494382775904784, -0.07494382775904784, -0.07494382775904784, -0.07494382775904784], [0.034088149366090406, 0.03609017072315216, 0.028208109507727896, 0.026832745464444585, 0.01344818101777575, 0.01555420618704186, 0.008219183712115437, 0.008219183712115437, 0.0012274524915631586, 0.0012274524915631586, -0.017597289679881722, -0.017597289679881722, -0.017597289679881722, -0.04564156786264902, -0.04564156786264902, -0.046570112730247255, -0.05770061616487953, -0.05770061616487953, -0.07472559139925661, -0.07472559139925661, -0.07472559139925661, -0.07472559139925661, -0.07472559139925661, -0.07472559139925661, -0.07472559139925661, -0.07472559139925661, -0.07472559139925661, -0.07472559139925661, -0.07472559139925661, -0.07472559139925661, -0.07472559139925661], [0.032275829593742214, 0.034277850950803976, 0.026395789735379704, 0.02486892624427931, 0.011484361797610483, 0.013590386966876592, 0.0062553644919501675, 0.0062553644919501675, 0.0010759530437460824, 0.0010759530437460824, -0.017748789127698797, -0.017748789127698797, -0.017748789127698797, -0.0457930673104661, -0.0457930673104661, -0.04672161217806433, -0.05785211561269659, -0.05785211561269659, -0.07487709084707368, -0.07487709084707368, -0.07487709084707368, -0.07487709084707368, -0.07487709084707368, -0.07487709084707368, -0.07487709084707368, -0.07487709084707368, -0.07487709084707368, -0.07487709084707368, -0.07487709084707368, -0.07487709084707368, -0.07487709084707368], [0.023826288237545453, 0.02582830959460722, 0.02320415616701408, 0.022970027640778566, 0.009585463194109736, 0.012362833530769226, 0.005027811055842803, 0.005027811055842803, 0.0024283510693867217, 0.0024283510693867217, -0.016396391102058164, -0.016396391102058164, -0.016396391102058164, -0.04444066928482545, -0.04444066928482545, -0.0453692141524237, -0.05649971758705596, -0.05649971758705596, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304], [0.023826288237545453, 0.02582830959460722, 0.02320415616701408, 0.022970027640778566, 0.009585463194109736, 0.012362833530769226, 0.005027811055842803, 0.005027811055842803, 0.0024283510693867217, 0.0024283510693867217, -0.016396391102058164, -0.016396391102058164, -0.016396391102058164, -0.04444066928482545, -0.04444066928482545, -0.0453692141524237, -0.05649971758705596, -0.05649971758705596, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304], [0.023826288237545453, 0.02582830959460722, 0.02320415616701408, 0.022970027640778566, 0.009585463194109736, 0.012362833530769226, 0.005027811055842803, 0.005027811055842803, 0.0024283510693867217, 0.0024283510693867217, -0.016396391102058164, -0.016396391102058164, -0.016396391102058164, -0.04444066928482545, -0.04444066928482545, -0.0453692141524237, -0.05649971758705596, -0.05649971758705596, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304], [0.020774373248665483, 0.022776394605727245, 0.02181260981959228, 0.021578481293356766, 0.008193916846687938, 0.010971287183347427, 0.005027811055842803, 0.005027811055842803, 0.0024283510693867217, 0.0024283510693867217, -0.016396391102058164, -0.016396391102058164, -0.016396391102058164, -0.04444066928482545, -0.04444066928482545, -0.0453692141524237, -0.05649971758705596, -0.05649971758705596, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304, -0.07352469282143304], [-0.00943740068671142, -0.007435379329649669, 0.0380579905272747, 0.038946406298368264, 0.02556184185169945, 0.028339212188358935, 0.022395736060854314, 0.022395736060854314, 0.024215023675112433, 0.024215023675112433, 0.024215023675112433, 0.024215023675112433, 0.024215023675112433, -0.003829254507654858, -0.003829254507654858, -0.004757799375253103, -0.015888302809885367, -0.015888302809885367, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245], [-0.022330586428643974, -0.02032856507158222, 0.0380579905272747, 0.038946406298368264, 0.02556184185169945, 0.028339212188358935, 0.022395736060854314, 0.022395736060854314, 0.024215023675112433, 0.024215023675112433, 0.024215023675112433, 0.024215023675112433, 0.024215023675112433, -0.003829254507654858, -0.003829254507654858, -0.004757799375253103, -0.015888302809885367, -0.015888302809885367, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245], [-0.024097050620712823, -0.02209502926365107, 0.03629152633520586, 0.03717994210629942, 0.0237953776596306, 0.026572747996290086, 0.020629271868785465, 0.020629271868785465, 0.024215023675112433, 0.024215023675112433, 0.024215023675112433, 0.024215023675112433, 0.024215023675112433, -0.003829254507654858, -0.003829254507654858, -0.004757799375253103, -0.015888302809885367, -0.015888302809885367, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245], [-0.024097050620712823, -0.02209502926365107, 0.03629152633520586, 0.03717994210629942, 0.0237953776596306, 0.026572747996290086, 0.020629271868785465, 0.020629271868785465, 0.024215023675112433, 0.024215023675112433, 0.024215023675112433, 0.024215023675112433, 0.024215023675112433, -0.003829254507654858, -0.003829254507654858, -0.004757799375253103, -0.015888302809885367, -0.015888302809885367, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245], [-0.024097050620712823, -0.02209502926365107, 0.03629152633520586, 0.03717994210629942, 0.0237953776596306, 0.026572747996290086, 0.020629271868785465, 0.020629271868785465, 0.024215023675112433, 0.024215023675112433, 0.024215023675112433, 0.024215023675112433, 0.024215023675112433, -0.003829254507654858, -0.003829254507654858, -0.004757799375253103, -0.015888302809885367, -0.015888302809885367, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245, -0.03291327804426245], [-0.024097050620712823, -0.02209502926365107, 0.03527540234140238, 0.033970213574681316, 0.0205856491280125, 0.023363019464671987, 0.017419543337167366, 0.017419543337167366, 0.021005295143494335, 0.021005295143494335, 0.021005295143494335, 0.021005295143494335, 0.021005295143494335, -0.007038983039272957, -0.007038983039272957, -0.0079675279068712, -0.019098031341503466, -0.019098031341503466, -0.03612300657588055, -0.03612300657588055, -0.03612300657588055, -0.03612300657588055, -0.03612300657588055, -0.03612300657588055, -0.03612300657588055, -0.03612300657588055, -0.03612300657588055, -0.03612300657588055, -0.03612300657588055, -0.03612300657588055, -0.03612300657588055], [-0.06798504337038364, -0.06598302201332186, -0.01077877797978937, -0.012672740298036502, -0.02605730474470532, -0.015444284625005375, -0.0036707390799353787, -0.0036707390799353787, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -0.000643628559074667, -0.000643628559074667, -0.0015721734266729084, -0.012702676861305178, -0.012702676861305178, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226], [-0.06798504337038364, -0.06598302201332186, -0.01077877797978937, -0.012672740298036502, -0.02605730474470532, -0.015444284625005375, -0.0036707390799353787, -0.0036707390799353787, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -0.000643628559074667, -0.000643628559074667, -0.0015721734266729084, -0.012702676861305178, -0.012702676861305178, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226, -0.02972765209568226], [-0.06798504337038364, -0.06598302201332186, -0.01077877797978937, -0.012672740298036502, -0.02605730474470532, -0.015444284625005375, -0.0036707390799353787, -0.0036707390799353787, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, 0.008603420974661179, 0.008603420974661179, 0.007674876107062936, -0.0034556273275693303, -0.0034556273275693303, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414], [-0.06798504337038364, -0.06598302201332186, -0.01077877797978937, -0.012672740298036502, -0.02605730474470532, -0.015444284625005375, -0.0036707390799353787, -0.0036707390799353787, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, 0.008603420974661179, 0.008603420974661179, 0.007674876107062936, -0.0034556273275693303, -0.0034556273275693303, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414], [-0.06798504337038364, -0.06598302201332186, -0.01077877797978937, -0.012672740298036502, -0.02605730474470532, -0.015444284625005375, -0.0036707390799353787, -0.0036707390799353787, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, 0.008603420974661179, 0.008603420974661179, 0.007674876107062936, -0.0034556273275693303, -0.0034556273275693303, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414], [-0.06798504337038364, -0.06598302201332186, -0.01077877797978937, -0.012672740298036502, -0.02605730474470532, -0.015444284625005375, -0.0036707390799353787, -0.0036707390799353787, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, 0.008603420974661179, 0.008603420974661179, 0.007674876107062936, -0.0034556273275693303, -0.0034556273275693303, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414], [-0.06798504337038364, -0.06598302201332186, -0.01077877797978937, -0.012672740298036502, -0.02605730474470532, -0.015444284625005375, -0.0036707390799353787, -0.0036707390799353787, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, 0.008603420974661179, 0.008603420974661179, 0.007674876107062936, -0.0034556273275693303, -0.0034556273275693303, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414], [-0.06798504337038364, -0.06598302201332186, -0.01077877797978937, -0.012672740298036502, -0.02605730474470532, -0.015444284625005375, -0.0036707390799353787, -0.0036707390799353787, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, -8.498727360840841e-05, 0.008603420974661179, 0.008603420974661179, 0.007674876107062936, -0.0034556273275693303, -0.0034556273275693303, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414, -0.020480602561946414]], \"zmax\": 0.661370019690394, \"zmin\": -0.5097212434794212, \"type\": \"heatmap\"}], \"layout\": {\"title\": {\"text\": \"Total_Bilirubin x Alamine_Aminotransferase\"}, \"xaxis\": {\"title\": {\"text\": \"Total_Bilirubin\"}}, \"yaxis\": {\"title\": {\"text\": \"Alamine_Aminotransferase\"}}, \"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"x\": [63.0, 124.0, 141.0, 147.5, 157.5, 161.0, 166.5, 172.0, 177.0, 181.0, 184.5, 188.5, 191.5, 195.5, 198.5, 204.5, 209.5, 215.5, 222.0, 237.5, 257.5, 271.5, 283.5, 295.5, 309.5, 333.5, 370.5, 416.5, 504.5, 611.0, 881.5, 2110.0], \"y\": [10.0, 13.5, 15.5, 17.5, 19.5, 20.5, 21.5, 22.5, 24.5, 25.5, 27.5, 29.5, 31.5, 33.5, 36.5, 38.5, 41.5, 43.5, 47.5, 49.0, 53.5, 58.5, 61.5, 64.5, 73.0, 84.5, 106.0, 132.5, 164.0, 231.0, 432.5, 2000.0], \"z\": [[0.040616470715567954, 0.008866459987921644, 0.011712697678521814, 0.033230226287834286, 0.07221943389181133, 0.07822136624638022, 0.057840490233833156, 0.057840490233833156, 0.048731917597979554, 0.045075092380942025, 0.045075092380942025, 0.04372595144271297, 0.04372595144271297, 0.04372595144271297, 0.047708812504764775, 0.048602614664292235, 0.048602614664292235, 0.04305630333364163, 0.04305630333364163, -0.00764720943841461, -0.00764720943841461, -0.00764720943841461, -0.00764720943841461, -0.00764720943841461, -0.00764720943841461, -0.00764720943841461, -0.00764720943841461, -0.0020408721259850514, -0.0020408721259850514, -0.0020408721259850514, -0.0020408721259850514], [0.040616470715567954, 0.008866459987921644, 0.011712697678521814, 0.03051065381431031, 0.0690022682635578, 0.06786962788887828, 0.041565897195971147, 0.041565897195971147, 0.032457324560117545, 0.028800499343080006, 0.028800499343080006, 0.02745135840485095, 0.02745135840485095, 0.02745135840485095, 0.03143421946690276, 0.03232802162643022, 0.03232802162643022, 0.026781710295779613, 0.026781710295779613, -0.023921802476276625, -0.023921802476276625, -0.023921802476276625, -0.023921802476276625, -0.023921802476276625, -0.023921802476276625, -0.023921802476276625, -0.023921802476276625, -0.018315465163847064, -0.018315465163847064, -0.018315465163847064, -0.018315465163847064], [0.10294920338056988, 0.07119919265292353, 0.07279511370157792, 0.062874782544457, 0.05786666456746567, 0.04811137782230368, 0.020086762698582113, 0.020086762698582113, 0.010978190062728505, 0.007321364845690977, 0.007321364845690977, 0.0007747409877735946, -0.00836028338479889, -0.00836028338479889, -0.008841727598937591, -0.015645640337527387, -0.015645640337527387, -0.021191951668177993, -0.021191951668177993, -0.07189546444023422, -0.07189546444023422, -0.07189546444023422, -0.07393524306466388, -0.07393524306466388, -0.07393524306466388, -0.07393524306466388, -0.07393524306466388, -0.06832890575223433, -0.06832890575223433, -0.06832890575223433, -0.06832890575223433], [0.09967240046117425, 0.06792238973352788, 0.06811958959514967, 0.05753360255352439, 0.05252548457653304, 0.04277019783137106, 0.014745582707649477, 0.014745582707649477, 0.005637010071795871, 0.001980184854758343, 0.001980184854758343, -0.004566439003159038, -0.01370146337573153, -0.01370146337573153, -0.014182907589870227, -0.020986820328460023, -0.020986820328460023, -0.02653313165911062, -0.02653313165911062, -0.06525211124090657, -0.06525211124090657, -0.06525211124090657, -0.06729188986533623, -0.06485095546626808, -0.06485095546626808, -0.06485095546626808, -0.06485095546626808, -0.05924461815383854, -0.05924461815383854, -0.05924461815383854, -0.05924461815383854], [0.09282031750632345, 0.06408872358894203, 0.06408796596994415, 0.05350197892831885, 0.04849386095132751, 0.03873857420616553, 0.01071395908244395, 0.01071395908244395, 0.0016053864465903431, -0.0020514387704471844, -0.0020514387704471844, -0.008598062628364565, -0.017733087000937058, -0.017733087000937058, -0.018214531215075755, -0.02501844395366555, -0.02501844395366555, -0.02770374527255405, -0.02770374527255405, -0.062134401576146636, -0.062134401576146636, -0.062134401576146636, -0.06417418020057629, -0.061733245801508144, -0.061733245801508144, -0.061733245801508144, -0.061733245801508144, -0.05612690848907859, -0.05612690848907859, -0.05612690848907859, -0.05612690848907859], [0.07437301247148619, 0.04564141855410481, 0.04564066093510691, 0.0350546738934816, 0.03192284202894655, 0.02216755528378457, 0.007344454358724953, 0.007344454358724953, 0.003774577677099898, 0.00011775246006237149, 0.00011775246006237149, 0.00036114792232836215, -0.008773876450244123, -0.008773876450244123, -0.009255320664382824, -0.016059233402972616, -0.016059233402972616, -0.018744534721861116, -0.018744534721861116, -0.053175191025453726, -0.053175191025453726, -0.053175191025453726, -0.05521496964988338, -0.05277403525081524, -0.05277403525081524, -0.05277403525081524, -0.05277403525081524, -0.047167697938385676, -0.047167697938385676, -0.047167697938385676, -0.047167697938385676], [0.07291341126951804, 0.04418181735213665, 0.04418105973313876, 0.03359507269151345, 0.03506284274751973, 0.025900121175407985, 0.011077020250348367, 0.011077020250348367, 0.007507143568723311, 0.0038503183516857844, 0.0038503183516857844, 0.0040937138139517755, -0.00504131055862071, -0.008315483046401968, -0.008796927260540668, -0.015600839999130464, -0.015600839999130464, -0.018286141318018964, -0.018286141318018964, -0.03439124740202814, -0.03439124740202814, -0.03439124740202814, -0.03643102602645779, -0.033990091627389654, -0.033990091627389654, -0.033990091627389654, -0.033990091627389654, -0.028383754314960097, -0.028383754314960097, -0.028383754314960097, -0.028383754314960097], [0.06751798595141524, 0.03911502067773604, 0.039114263058738157, 0.028528276017112848, 0.031123595335445644, 0.0219608737633339, 0.010015548454477975, 0.010015548454477975, 0.006445671772852921, 0.0027888465558153944, 0.0027888465558153944, 0.003032242018081385, -0.0061027823544911, -0.00937695484227236, -0.009858399056411057, -0.016662311795000852, -0.016662311795000852, -0.019347613113889352, -0.019347613113889352, -0.033122822699766, -0.033122822699766, -0.033122822699766, -0.03516260132419566, -0.03272166692512751, -0.03272166692512751, -0.03272166692512751, -0.03272166692512751, -0.027115329612697955, -0.027115329612697955, -0.027115329612697955, -0.027115329612697955], [0.06751798595141524, 0.03911502067773604, 0.039114263058738157, 0.028528276017112848, 0.031123595335445644, 0.0219608737633339, 0.010015548454477975, 0.010015548454477975, 0.006445671772852921, 0.0027888465558153944, 0.0027888465558153944, 0.003032242018081385, -0.0061027823544911, -0.00937695484227236, -0.009858399056411057, -0.016907571854614632, -0.016907571854614632, -0.019592873173503132, -0.019592873173503132, -0.033368082759379775, -0.033368082759379775, -0.033368082759379775, -0.035407861383809434, -0.032966926984741296, -0.032966926984741296, -0.032966926984741296, -0.032966926984741296, -0.02736058967231173, -0.02736058967231173, -0.02736058967231173, -0.02736058967231173], [0.06087479313537647, 0.03356195001391849, 0.04016912260003794, 0.02958313555841263, 0.03217845487674543, 0.023015733304633683, 0.022888354183151202, 0.022888354183151202, 0.02290464724611091, 0.019247822029073384, 0.019247822029073384, 0.019491217491339367, 0.010356193118766885, 0.007082020630985628, 0.005492482811182819, -0.005149385195634963, -0.005624249937304323, -0.008309551256192822, -0.008309551256192822, -0.022084760842069465, -0.022084760842069465, -0.022084760842069465, -0.02412453946649912, -0.02168360506743098, -0.02168360506743098, -0.02168360506743098, -0.02168360506743098, -0.016077267755001422, -0.016077267755001422, -0.016077267755001422, -0.016077267755001422], [-0.007991617341447654, -0.004644571887480519, 0.004374960288438116, 0.026538387531663116, 0.029733703218946347, 0.026407600091170075, 0.027634862589927676, 0.027634862589927676, 0.028259874467777783, 0.028259874467777783, 0.028259874467777783, 0.028503269930043776, 0.019368245557471294, 0.015837564945791978, 0.01424802712598917, 0.0029205184163316497, 0.002445653674662292, 0.001709918520994095, 0.001709918520994095, -0.012065291064882553, -0.012065291064882553, -0.012065291064882553, -0.014105069689312206, -0.011664135290244064, -0.011664135290244064, -0.011664135290244064, -0.011664135290244064, -0.006057797977814504, -0.006057797977814504, -0.006057797977814504, -0.006057797977814504], [-0.007991617341447654, -0.004644571887480519, 0.004374960288438116, 0.026538387531663116, 0.029733703218946347, 0.026407600091170075, 0.027634862589927676, 0.027634862589927676, 0.028259874467777783, 0.028259874467777783, 0.028259874467777783, 0.028503269930043776, 0.019368245557471294, 0.015837564945791978, 0.01424802712598917, 0.0029205184163316497, 0.002445653674662292, 0.001709918520994095, 0.001709918520994095, -0.012065291064882553, -0.012065291064882553, -0.012065291064882553, -0.014105069689312206, -0.011664135290244064, -0.011664135290244064, -0.011664135290244064, -0.011664135290244064, -0.013848753742530938, -0.013848753742530938, -0.013848753742530938, -0.013848753742530938], [-0.007991617341447654, -0.004644571887480519, 0.004374960288438116, 0.026538387531663116, 0.029733703218946347, 0.027257672881568374, 0.028484935380325968, 0.028484935380325968, 0.029109947258176075, 0.029109947258176075, 0.029109947258176075, 0.029353342720442068, 0.020218318347869583, 0.01668763773619027, 0.015098099916387463, 0.0037705912067299433, 0.0032957264650605857, 0.0025599913113923886, 0.0025599913113923886, -0.011215218274484254, -0.011215218274484254, -0.011215218274484254, -0.01325499689891391, -0.010814062499845768, -0.010814062499845768, -0.010814062499845768, -0.010814062499845768, -0.012998680952132642, -0.012998680952132642, -0.012998680952132642, -0.012998680952132642], [-0.04893721469400087, -0.045590169240033736, -0.036570637064115105, 0.0019888400547680486, 0.005184155742051279, 0.019085915778659764, 0.028052830312136463, 0.028052830312136463, 0.02867784218998657, 0.02867784218998657, 0.02867784218998657, 0.028921237652252563, 0.019786213279680078, 0.016255532668000765, 0.014665994848197958, 0.0033384861385404373, 0.0028636213968710796, 0.002127886243202883, 0.002127886243202883, -0.010027290993888854, -0.010027290993888854, -0.010027290993888854, -0.01206706961831851, -0.009626135219250369, -0.009626135219250369, -0.009626135219250369, -0.009626135219250369, -0.011810753671537243, -0.011810753671537243, -0.011810753671537243, -0.011810753671537243], [-0.06067506613474204, -0.0573280206807749, -0.04830848850485628, -0.009749011385973123, -0.0065536956986898915, 0.007348064337918594, 0.016314978871395294, 0.016314978871395294, 0.016939990749245404, 0.016939990749245404, 0.016939990749245404, 0.015907781007243164, 0.00677275663467068, 0.0032420760229913688, 0.0016525382031885596, -0.009674970506468959, -0.010149835248138318, -0.010885570401806516, -0.010885570401806516, -0.010027290993888854, -0.010027290993888854, -0.010027290993888854, -0.01206706961831851, -0.009626135219250369, -0.009626135219250369, -0.009626135219250369, -0.009626135219250369, -0.011810753671537243, -0.011810753671537243, -0.011810753671537243, -0.011810753671537243], [-0.0616111978988932, -0.05826415244492607, -0.04924462026900745, -0.009383819425741083, -0.006188503738457851, 0.007713256298150632, 0.016680170831627334, 0.016680170831627334, 0.017305182709477444, 0.017305182709477444, 0.017305182709477444, 0.015526124221546717, 0.006391099848974233, 0.0028604192372949215, 0.0012708814174921118, -0.010056627292165405, -0.010531492033834765, -0.011267227187502962, -0.011267227187502962, -0.010408947779585304, -0.010408947779585304, -0.010408947779585304, -0.01244872640401496, -0.010007792004946815, -0.010007792004946815, -0.010007792004946815, -0.010007792004946815, -0.01219241045723369, -0.01219241045723369, -0.01219241045723369, -0.01219241045723369], [-0.06291066761578053, -0.05956362216181339, -0.05054408998589477, -0.010683289142628397, -0.007487973455345164, 0.00641378658126332, 0.015380701114740023, 0.015380701114740023, 0.01691078340850073, 0.01691078340850073, 0.01691078340850073, 0.015131724920570001, 0.005996700547997518, 0.002466019936318206, 0.0008764821165153959, -0.010451026593142124, -0.01092589133481148, -0.011661626488479678, -0.011661626488479678, -0.010217037129529916, -0.010217037129529916, -0.010217037129529916, -0.012256815753959573, -0.00981588135489143, -0.00981588135489143, -0.00981588135489143, -0.00981588135489143, -0.012000499807178301, -0.012000499807178301, -0.012000499807178301, -0.012000499807178301], [-0.0653510275229344, -0.06200398206896726, -0.052984449893048645, -0.013123649049782277, -0.009928333362499046, 0.00397342667410944, 0.012940341207586144, 0.012940341207586144, 0.016551142252736684, 0.016551142252736684, 0.016551142252736684, 0.014772083764805957, 0.005637059392233471, 0.00210637878055416, 0.0005168409607513502, -0.01081066774890617, -0.011285532490575529, -0.012021267644243723, -0.012021267644243723, -0.002280395927374082, -0.002280395927374082, -0.002280395927374082, -0.004320174551803737, -0.0018792401527355958, -0.0018792401527355958, -0.0018792401527355958, -0.0018792401527355958, -0.004063858605022467, -0.004063858605022467, -0.004063858605022467, -0.004063858605022467], [-0.0653510275229344, -0.06200398206896726, -0.052984449893048645, -0.013123649049782277, -0.009928333362499046, 0.00397342667410944, 0.012940341207586144, 0.012940341207586144, 0.016551142252736684, 0.016551142252736684, 0.016551142252736684, 0.014772083764805957, 0.005637059392233471, 0.00210637878055416, 0.0005168409607513502, -0.01081066774890617, -0.011285532490575529, -0.012021267644243723, -0.012021267644243723, -0.002280395927374082, -0.002280395927374082, -0.002280395927374082, -0.004320174551803737, -0.0018792401527355958, -0.0018792401527355958, -0.0018792401527355958, -0.0018792401527355958, -0.004063858605022467, -0.004063858605022467, -0.004063858605022467, -0.004063858605022467], [-0.06652571257094934, -0.06317866711698221, -0.05415913494106358, -0.014298334097797214, -0.01110301841051398, 0.002798741626094503, 0.011765656159571208, 0.011765656159571208, 0.015376457204721746, 0.015376457204721746, 0.015376457204721746, 0.013597398716791022, 0.0044623743442185355, 0.0009316937325392241, -0.0006578440872635856, -0.011985352796921107, -0.012460217538590466, -0.01319595269225866, -0.01319595269225866, -0.002280395927374082, -0.002280395927374082, -0.002280395927374082, -0.004320174551803737, -0.0018792401527355958, -0.0018792401527355958, -0.0018792401527355958, -0.0018792401527355958, -0.004063858605022467, -0.004063858605022467, -0.004063858605022467, -0.004063858605022467], [-0.06870883418583286, -0.06536178873186572, -0.0563422565559471, -0.015520635884217971, -0.01232532019693474, 0.001576439839673743, 0.012726475988033975, 0.012726475988033975, 0.016337277033184515, 0.016337277033184515, 0.016337277033184515, 0.014558218545253788, 0.005423194172681303, 0.0018925135610019924, 0.00030297574119918236, -0.011024532968458338, -0.011499397710127694, -0.012235132863795892, -0.012235132863795892, -0.0013195760989113143, -0.0013195760989113143, -0.0013195760989113143, -0.003359354723340968, -0.0009184203242728279, -0.0009184203242728279, -0.0009184203242728279, -0.0009184203242728279, -0.0031030387765596974, -0.0031030387765596974, -0.0031030387765596974, -0.0031030387765596974], [-0.06870883418583286, -0.06536178873186572, -0.0563422565559471, -0.015520635884217971, -0.01232532019693474, 0.001576439839673743, 0.012726475988033975, 0.012726475988033975, 0.016337277033184515, 0.016337277033184515, 0.016337277033184515, 0.014558218545253788, 0.005423194172681303, 0.0018925135610019924, 0.00030297574119918236, -0.011024532968458338, -0.011499397710127694, -0.012235132863795892, -0.012235132863795892, -0.0013195760989113143, -0.0013195760989113143, -0.0013195760989113143, -0.003359354723340968, -0.0009184203242728279, -0.0009184203242728279, -0.0009184203242728279, -0.0009184203242728279, -0.0031030387765596974, -0.0031030387765596974, -0.0031030387765596974, -0.0031030387765596974], [-0.07151265437072908, -0.06816560891676195, -0.05914607674084331, -0.01832445606911418, -0.015129140381830948, -0.0012273803452224653, 0.009922655803137767, 0.009922655803137767, 0.013533456848288307, 0.013533456848288307, 0.013533456848288307, 0.01045806058596608, 0.0013230362133935928, -0.0022076443982857177, -0.0037971822180885286, -0.01512469092774605, -0.015599555669415406, -0.016335290823083604, -0.016335290823083604, -0.005419734058199027, -0.005419734058199027, -0.005419734058199027, -0.00745951268262868, -0.00501857828356054, -0.00501857828356054, -0.00501857828356054, -0.00501857828356054, -0.0043993765509512004, -0.0043993765509512004, -0.0043993765509512004, -0.0043993765509512004], [-0.0756400556873126, -0.07229301023334546, -0.06327347805742685, -0.0224518573856977, -0.019256541698414474, -0.0053547816618059905, 0.0057952544865542445, 0.0057952544865542445, 0.009406055531704784, 0.009406055531704784, 0.009406055531704784, 0.006330659269382555, -0.002804365103189931, -0.006335045714869244, -0.006294141707084948, -0.01596152402715835, -0.01643638876882771, -0.017172123922495907, -0.017172123922495907, -0.005419734058199027, -0.005419734058199027, -0.005419734058199027, -0.00745951268262868, -0.00501857828356054, -0.00501857828356054, -0.00501857828356054, -0.00501857828356054, -0.0043993765509512004, -0.0043993765509512004, -0.0043993765509512004, -0.0043993765509512004], [-0.08010910372605352, -0.07676205827208639, -0.06774252609616775, -0.02692090542443861, -0.023725589737155387, -0.009823829700546904, 0.001326206447813328, 0.001326206447813328, 0.004937007492963867, 0.004937007492963867, 0.004937007492963867, 0.0018616112306416386, -0.0072734131419308476, -0.010804093753610158, -0.010763189745825866, -0.02043057206589927, -0.020905436807568626, -0.02164117196123683, -0.02164117196123683, -0.005419734058199027, -0.005419734058199027, -0.005419734058199027, -0.00745951268262868, -0.00501857828356054, -0.00501857828356054, -0.00501857828356054, -0.00501857828356054, -0.0043993765509512004, -0.0043993765509512004, -0.0043993765509512004, -0.0043993765509512004], [-0.08395192555183227, -0.08060488009786514, -0.0750090612804865, -0.03418744060875734, -0.030992124921474108, -0.017090364884865643, -0.0059403287365054095, -0.0059403287365054095, -0.002329527691354869, -0.002329527691354869, -0.002329527691354869, -0.005404923953677097, -0.01453994832624959, -0.0180706289379289, -0.018029724930144604, -0.02769710725021801, -0.028171971991887368, -0.028907707145555565, -0.028907707145555565, -0.010716299135422776, -0.010716299135422776, -0.010716299135422776, -0.012756077759852429, -0.01031514336078429, 0.002726707844079095, 0.002726707844079095, 0.002726707844079095, 0.0033459095766884338, 0.0033459095766884338, 0.0033459095766884338, 0.0033459095766884338], [-0.08395192555183227, -0.08060488009786514, -0.0750090612804865, -0.03418744060875734, -0.030992124921474108, -0.017090364884865643, -0.0059403287365054095, -0.0059403287365054095, -0.002329527691354869, -0.002329527691354869, -0.002329527691354869, -0.005404923953677097, -0.01453994832624959, -0.0180706289379289, -0.018029724930144604, -0.02769710725021801, -0.028171971991887368, -0.028907707145555565, -0.028907707145555565, -0.010716299135422776, -0.010716299135422776, -0.010716299135422776, -0.012756077759852429, -0.01031514336078429, 0.002726707844079095, 0.002726707844079095, 0.002726707844079095, 0.0033459095766884338, 0.0033459095766884338, 0.0033459095766884338, 0.0033459095766884338], [-0.08395192555183227, -0.08060488009786514, -0.0750090612804865, -0.03418744060875734, -0.030992124921474108, -0.017090364884865643, -0.0059403287365054095, -0.0059403287365054095, -0.002329527691354869, -0.002329527691354869, -0.002329527691354869, -0.005404923953677097, -0.01453994832624959, -0.0180706289379289, -0.018029724930144604, -0.02769710725021801, -0.028171971991887368, -0.028907707145555565, -0.028907707145555565, -0.010716299135422776, -0.010716299135422776, -0.010716299135422776, -0.012756077759852429, -0.01031514336078429, 0.002726707844079095, 0.002726707844079095, 0.002726707844079095, 0.0033459095766884338, 0.0033459095766884338, 0.0033459095766884338, 0.0033459095766884338], [-0.08395192555183227, -0.08060488009786514, -0.0750090612804865, -0.03418744060875734, -0.030992124921474108, -0.017090364884865643, -0.0059403287365054095, -0.0059403287365054095, -0.002329527691354869, -0.002329527691354869, -0.002329527691354869, -0.005404923953677097, -0.01453994832624959, -0.0180706289379289, -0.018029724930144604, -0.02769710725021801, -0.028171971991887368, -0.028907707145555565, -0.028907707145555565, -0.010716299135422776, -0.010716299135422776, -0.010716299135422776, -0.012756077759852429, -0.01031514336078429, 0.002726707844079095, 0.002726707844079095, 0.002726707844079095, 0.0033459095766884338, 0.0033459095766884338, 0.0033459095766884338, 0.0033459095766884338], [-0.08395192555183227, -0.08060488009786514, -0.0750090612804865, -0.03418744060875734, -0.030992124921474108, -0.017090364884865643, -0.0059403287365054095, -0.0059403287365054095, -0.002329527691354869, -0.002329527691354869, -0.002329527691354869, -0.005404923953677097, -0.01453994832624959, -0.0180706289379289, -0.018029724930144604, -0.02769710725021801, -0.028171971991887368, -0.028907707145555565, -0.028907707145555565, -0.010716299135422776, -0.010716299135422776, -0.010716299135422776, -0.012756077759852429, -0.01031514336078429, 0.002726707844079095, 0.002726707844079095, 0.002726707844079095, 0.0033459095766884338, 0.0033459095766884338, 0.0033459095766884338, 0.0033459095766884338], [-0.08395192555183227, -0.08060488009786514, -0.0750090612804865, -0.03418744060875734, -0.030992124921474108, -0.017090364884865643, -0.0059403287365054095, -0.0059403287365054095, -0.002329527691354869, -0.002329527691354869, -0.002329527691354869, -0.005404923953677097, -0.01453994832624959, -0.0180706289379289, -0.018029724930144604, -0.02769710725021801, -0.028171971991887368, -0.028907707145555565, -0.028907707145555565, -0.010716299135422776, -0.010716299135422776, -0.010716299135422776, -0.012756077759852429, -0.01031514336078429, 0.002726707844079095, 0.002726707844079095, 0.002726707844079095, 0.0033459095766884338, 0.0033459095766884338, 0.0033459095766884338, 0.0033459095766884338]], \"zmax\": 0.661370019690394, \"zmin\": -0.5097212434794212, \"type\": \"heatmap\"}], \"layout\": {\"title\": {\"text\": \"Alkaline_Phosphotase x Alamine_Aminotransferase\"}, \"xaxis\": {\"title\": {\"text\": \"Alkaline_Phosphotase\"}}, \"yaxis\": {\"title\": {\"text\": \"Alamine_Aminotransferase\"}}, \"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"x\": [63.0, 124.0, 141.0, 147.5, 157.5, 161.0, 166.5, 172.0, 177.0, 181.0, 184.5, 188.5, 191.5, 195.5, 198.5, 204.5, 209.5, 215.5, 222.0, 237.5, 257.5, 271.5, 283.5, 295.5, 309.5, 333.5, 370.5, 416.5, 504.5, 611.0, 881.5, 2110.0], \"y\": [0.9, 1.75, 1.85, 1.95, 2.05, 2.1500000000000004, 2.25, 2.3499999999999996, 2.45, 2.55, 2.6500000000000004, 2.75, 2.8499999999999996, 2.95, 3.05, 3.1500000000000004, 3.25, 3.3499999999999996, 3.45, 3.55, 3.6500000000000004, 3.75, 3.8499999999999996, 3.95, 4.05, 4.15, 4.25, 4.35, 4.45, 4.55, 4.85, 5.5], \"z\": [[-0.019302395047287077, -0.018056270136943227, -0.006618077177702034, 0.0494777538005678, 0.049444338987539055, 0.049444338987539055, 0.03920147038092419, 0.03920147038092419, 0.03979574176549263, 0.037990287298581595, 0.03077432416538555, 0.03424376134604338, 0.03405759274817257, 0.03451293455210973, 0.03451293455210973, 0.014216650766651726, 0.011750570381784045, 0.011618647382219204, 0.013106809817748867, 0.011997033139327944, 0.011997033139327944, 0.011997033139327944, 0.011997033139327944, 0.011997033139327944, 0.011997033139327944, 0.011997033139327944, 0.011997033139327944, 0.011997033139327944, 0.011997033139327944, 0.010945258028742133, 0.010945258028742133], [-0.019302395047287077, -0.018056270136943227, -0.006618077177702034, 0.03527712228023033, 0.035243707467201596, 0.035243707467201596, 0.025000838860586717, 0.025000838860586717, 0.025595110245155164, 0.02378965577824413, 0.016573692645048092, 0.020043129825705917, 0.019856961227835104, 0.02031230303177227, 0.02031230303177227, 1.601924631425885e-05, -0.0024500611385534247, -0.0025819841381182675, -0.0010938217025886028, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.0032553734915953293, -0.0032553734915953293], [-0.019302395047287077, -0.018056270136943227, -0.006618077177702034, 0.03527712228023033, 0.035243707467201596, 0.035243707467201596, 0.025000838860586717, 0.025000838860586717, 0.025595110245155164, 0.02378965577824413, 0.016573692645048092, 0.020043129825705917, 0.019856961227835104, 0.02031230303177227, 0.02031230303177227, 1.601924631425885e-05, -0.0024500611385534247, -0.0025819841381182675, -0.0010938217025886028, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.0032553734915953293, -0.0032553734915953293], [-0.019302395047287077, -0.018056270136943227, -0.006618077177702034, 0.03527712228023033, 0.035243707467201596, 0.035243707467201596, 0.025000838860586717, 0.025000838860586717, 0.025595110245155164, 0.02378965577824413, 0.016573692645048092, 0.020043129825705917, 0.019856961227835104, 0.02031230303177227, 0.02031230303177227, 1.601924631425885e-05, -0.0024500611385534247, -0.0025819841381182675, -0.0010938217025886028, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.00220359838100952, -0.0032553734915953293, -0.0032553734915953293], [-0.01653778788098372, -0.01529166297063987, -0.0038534700113986783, 0.03804172944653369, 0.03800831463350495, 0.03800831463350495, 0.027765446026890073, 0.027765446026890073, 0.02835971741145852, 0.026554262944547484, 0.01626079831003665, 0.016646612360563418, 0.01646044376269261, 0.016915785566629777, 0.016915785566629777, -0.003380498218828234, -0.008611185769999277, -0.009237883989737643, -0.007749721554207979, -0.008859498232628896, -0.008859498232628896, -0.008859498232628896, -0.008859498232628896, -0.008859498232628896, -0.008859498232628896, -0.008859498232628896, -0.008859498232628896, -0.008859498232628896, -0.008859498232628896, -0.009911273343214701, -0.009911273343214701], [-0.01653778788098372, -0.01529166297063987, -0.0038534700113986783, 0.03804172944653369, 0.03800831463350495, 0.03800831463350495, 0.027765446026890073, 0.027765446026890073, 0.02835971741145852, 0.026554262944547484, 0.01626079831003665, 0.016646612360563418, 0.01646044376269261, 0.015683694093343498, 0.015683694093343498, -0.0046125896921145135, -0.009843277243285556, -0.010469975463023922, -0.008981813027494257, -0.010091589705915173, -0.010091589705915173, -0.010091589705915173, -0.010091589705915173, -0.010091589705915173, -0.010091589705915173, -0.010091589705915173, -0.010091589705915173, -0.010091589705915173, -0.010091589705915173, -0.011143364816500982, -0.011143364816500982], [-0.03990014919234892, -0.038654024282005074, -0.027215831322763867, 0.01467936813516851, 0.01464595332213977, 0.01464595332213977, 0.0044030847155248935, 0.0044030847155248935, 0.004997356100093341, 0.006338352912438362, -0.0031274019411145874, -0.0027415878905878164, -0.002927756488458614, -0.0012795482820262237, -0.0012795482820262237, -0.0037848799111566012, -0.009015567462327645, -0.009642265682066012, -0.008154103246536345, -0.009263879924957263, -0.009263879924957263, -0.009263879924957263, -0.009263879924957263, -0.009263879924957263, -0.009263879924957263, -0.009263879924957263, -0.009263879924957263, -0.009263879924957263, -0.009263879924957263, -0.01031565503554307, -0.01031565503554307], [-0.03990014919234892, -0.038654024282005074, -0.027215831322763867, 0.01467936813516851, 0.01464595332213977, 0.01464595332213977, 0.0044030847155248935, 0.0044030847155248935, 0.004997356100093341, 0.006338352912438362, -0.0031274019411145874, -0.0027415878905878164, -0.0031328988532777708, -0.0014846906468453797, -0.0014846906468453797, -0.003990022275975761, -0.0092207098271468, -0.00984740804688517, -0.008359245611355504, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.010520797400362228, -0.010520797400362228], [-0.03990014919234892, -0.038654024282005074, -0.027215831322763867, 0.01467936813516851, 0.01464595332213977, 0.01464595332213977, 0.0044030847155248935, 0.0044030847155248935, 0.004997356100093341, 0.006338352912438362, -0.0031274019411145874, -0.0027415878905878164, -0.0031328988532777708, -0.0014846906468453797, -0.0014846906468453797, -0.003990022275975761, -0.0092207098271468, -0.00984740804688517, -0.008359245611355504, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.010520797400362228, -0.010520797400362228], [-0.03990014919234892, -0.038654024282005074, -0.027215831322763867, 0.01467936813516851, 0.01464595332213977, 0.01464595332213977, 0.0044030847155248935, 0.0044030847155248935, 0.004997356100093341, 0.006338352912438362, -0.0031274019411145874, -0.0027415878905878164, -0.0031328988532777708, -0.0014846906468453797, -0.0014846906468453797, -0.003990022275975761, -0.0092207098271468, -0.00984740804688517, -0.008359245611355504, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.010520797400362228, -0.010520797400362228], [-0.037961855246247705, -0.036715730335903855, -0.025277537376662648, 0.016617662081269725, 0.016584247268240985, 0.016584247268240985, 0.006341378661626108, 0.006341378661626108, 0.006935650046194556, 0.008276646858539577, -0.001189107995013372, -0.000803293944486601, -0.0011946049071765554, -0.0014846906468453797, -0.0014846906468453797, -0.003990022275975761, -0.0092207098271468, -0.00984740804688517, -0.008359245611355504, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.010520797400362228, -0.010520797400362228], [-0.035167696653079214, -0.033921571742735364, -0.022483378783494164, 0.019411820674438203, 0.019378405861409462, 0.019378405861409462, 0.009135537254794587, 0.009135537254794587, 0.009729808639363034, 0.011070805451708056, 0.001605050598155105, 0.001990864648681877, 0.0015995536859919226, -0.0012064756562493, -0.0012064756562493, -0.0037118072853796775, -0.008942494836550722, -0.00984740804688517, -0.008359245611355504, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.00946902228977642, -0.010520797400362228, -0.010520797400362228], [-0.035167696653079214, -0.033921571742735364, -0.022483378783494164, 0.019411820674438203, 0.021544338107348453, 0.021544338107348453, 0.011301469500733581, 0.011301469500733581, 0.011895740885302028, 0.013236737697647048, 0.0037709828440940975, 0.0041567968946208695, 0.003765485931930915, 0.0009594565896896929, 0.0009594565896896929, -0.0015458750394406872, -0.006776562590611728, -0.0076814758009461775, -0.006193313365416512, -0.00730309004383743, -0.00730309004383743, -0.00730309004383743, -0.00730309004383743, -0.00730309004383743, -0.00730309004383743, -0.00730309004383743, -0.00730309004383743, -0.00730309004383743, -0.00730309004383743, -0.008354865154423238, -0.008354865154423238], [0.02110817642340059, 0.022354301333744435, 0.03379249429298564, 0.006200748453130885, 0.00833326588604114, 0.00833326588604114, -0.0019096027205737368, -0.0019096027205737368, -0.0013153313360052899, 2.5665476339727447e-05, 0.009213234890640777, 0.009599048941167549, 0.009207737978477595, 0.0051763130666019255, 0.0051763130666019255, 0.0026709814374715453, -0.0025597061136994987, -0.003464619324033946, -0.001976456888504281, -0.0030862335669251985, -0.0030862335669251985, -0.0030862335669251985, -0.0030862335669251985, -0.0030862335669251985, -0.0030862335669251985, -0.0030862335669251985, -0.0030862335669251985, -0.0030862335669251985, -0.0030862335669251985, -0.004138008677511008, -0.004138008677511008], [0.03743201909061656, 0.03867814400096041, 0.05011633696020162, 0.007195172546198583, 0.009327689979108836, 0.009327689979108836, -0.0009151786275060393, -0.0009151786275060393, -0.0003209072429375924, 0.001020089569407425, 0.010207658983708474, 0.010593473034235247, 0.010202162071545291, 0.003225255374344191, 0.003225255374344191, 0.0007199237452138111, -0.004510763805957231, -0.005415677016291677, -0.005415677016291677, -0.006525453694712597, -0.006525453694712597, -0.006525453694712597, -0.006525453694712597, -0.006525453694712597, -0.006525453694712597, -0.006525453694712597, -0.006525453694712597, -0.006525453694712597, -0.006525453694712597, -0.007577228805298406, -0.007577228805298406], [0.049461180600356834, 0.05070730551070068, 0.06214549846994189, 0.019028891479386245, 0.021161408912296495, 0.021161408912296495, 0.013462806763808606, 0.013462806763808606, 0.014057078148377053, 0.015398074960722073, 0.013867087586276949, 0.014252901636803721, 0.013861590674113768, 0.0024386212908203485, 0.0024386212908203485, -6.67103383100321e-05, -0.005297397889481076, -0.006202311099815521, -0.006202311099815521, -0.006662559171123843, -0.006662559171123843, -0.006662559171123843, -0.006662559171123843, -0.006662559171123843, -0.006662559171123843, -0.006662559171123843, -0.006662559171123843, -0.006662559171123843, -0.006662559171123843, -0.007714334281709652, -0.007714334281709652], [0.049461180600356834, 0.05070730551070068, 0.06214549846994189, 0.019028891479386245, 0.021161408912296495, 0.021161408912296495, 0.013462806763808606, 0.013462806763808606, 0.014057078148377053, 0.015398074960722073, 0.013867087586276949, 0.014252901636803721, 0.013861590674113768, 0.0024386212908203485, 0.0024386212908203485, -6.67103383100321e-05, -0.005297397889481076, -0.006202311099815521, -0.006202311099815521, -0.006662559171123843, -0.006662559171123843, -0.006662559171123843, -0.006662559171123843, -0.006662559171123843, -0.006662559171123843, -0.006662559171123843, -0.006662559171123843, -0.006662559171123843, -0.006662559171123843, -0.007714334281709652, -0.007714334281709652], [0.041444051243571964, 0.042690176153915814, 0.05660132352444625, 0.015256540781725605, 0.017389058214635864, 0.017389058214635864, 0.009690456066147969, 0.009690456066147969, 0.010284727450716416, 0.011625724263061434, 0.00741979167222364, 0.007805605722750412, 0.007414294760060457, -0.0040086746232329586, -0.0040086746232329586, -0.004468782040501114, -0.007360572611862917, -0.008265485822197364, -0.008265485822197364, -0.008725733893505687, -0.008725733893505687, -0.008725733893505687, -0.008725733893505687, -0.008725733893505687, -0.008725733893505687, -0.008725733893505687, -0.008725733893505687, -0.008725733893505687, -0.008725733893505687, -0.009777509004091496, -0.009777509004091496], [0.05288366468982451, 0.05412978960016835, 0.0680409369706988, 0.026696154227978136, 0.028828671660888393, 0.028828671660888393, 0.024557552126342974, 0.024557552126342974, 0.02348737643445089, 0.02482837324679591, 0.0087699974994826, 0.009155811550009371, 0.008399026673301384, -0.0032480321112586764, -0.0032480321112586764, -0.003708139528526831, -0.006599930099888638, -0.007335971646446971, -0.007335971646446971, -0.0077962197177552945, -0.0077962197177552945, -0.0077962197177552945, -0.0077962197177552945, -0.0077962197177552945, -0.0077962197177552945, -0.0077962197177552945, -0.0077962197177552945, -0.0077962197177552945, -0.0077962197177552945, -0.0077962197177552945, -0.0077962197177552945], [0.058481486689048706, 0.05972761159939254, 0.073638758969923, 0.03229397622720235, 0.028828671660888393, 0.028828671660888393, 0.024557552126342974, 0.024557552126342974, 0.02348737643445089, 0.02482837324679591, 0.007303718648574402, 0.007689532699101176, 0.006932747822393187, -0.004714310962166873, -0.004714310962166873, -0.005174418379435029, -0.008066208950796832, -0.00880225049735517, -0.00880225049735517, -0.009262498568663494, -0.009262498568663494, -0.009262498568663494, -0.009262498568663494, -0.009262498568663494, -0.009262498568663494, -0.009262498568663494, -0.009262498568663494, -0.009262498568663494, -0.009262498568663494, -0.009262498568663494, -0.009262498568663494], [0.05882105051808621, 0.06006717542843005, 0.07397832279896051, 0.03263354005623986, 0.0291682354899259, 0.0291682354899259, 0.02489711595538048, 0.02489711595538048, 0.023826940263488396, 0.02482837324679591, -0.007328846324390155, -0.006943032273863385, -0.011921293220061595, -0.024939376983777663, -0.024939376983777663, -0.025399484401045815, -0.028291274972407625, -0.029027316518965958, -0.029027316518965958, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428], [0.06202473683002238, 0.06327086174036622, 0.07718200911089668, 0.03583722636817603, 0.032371921801862075, 0.032371921801862075, 0.028100802267316656, 0.028100802267316656, 0.02703062657542457, 0.02482837324679591, -0.007328846324390155, -0.006943032273863385, -0.011921293220061595, -0.024939376983777663, -0.024939376983777663, -0.025399484401045815, -0.028291274972407625, -0.029027316518965958, -0.029027316518965958, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428, -0.02948756459027428], [0.06430222390267448, 0.06430222390267448, 0.07821337127320493, 0.036868588530484296, 0.03340328396417033, 0.03340328396417033, 0.02913216442962492, 0.02913216442962492, 0.027472955294867193, 0.025270701966238533, -0.006886517604947538, -0.006500703554420768, -0.017383628993386024, -0.03252480375457221, -0.03252480375457221, -0.03073836383121465, -0.033630154402576454, -0.034366195949134794, -0.034366195949134794, -0.03482644402044311, -0.03482644402044311, -0.03482644402044311, -0.03482644402044311, -0.03482644402044311, -0.03340993978505297, -0.03340993978505297, -0.03340993978505297, -0.03340993978505297, -0.03340993978505297, -0.03340993978505297, -0.03340993978505297], [0.05466564869126142, 0.05466564869126142, 0.06857679606179187, 0.024992550517532443, 0.021527245951218493, 0.021527245951218493, 0.026892701628086144, 0.026892701628086144, 0.025233492493328416, 0.023031239164699763, -0.00912598040648631, -0.008740166355959538, -0.019623091794924795, -0.034764266556110986, -0.034764266556110986, -0.03297782663275343, -0.035869617204115224, -0.036605658750673564, -0.036605658750673564, -0.03706590682198189, -0.03706590682198189, -0.03706590682198189, -0.03706590682198189, -0.03706590682198189, -0.03564940258659174, -0.03564940258659174, -0.03564940258659174, -0.03564940258659174, -0.03564940258659174, -0.03564940258659174, -0.03564940258659174], [0.09011686870330397, 0.09011686870330397, 0.09258982311459321, 0.05157179902868508, 0.048106494462371134, 0.048106494462371134, 0.05347195013923878, 0.05347195013923878, 0.05181274100448105, 0.04978868512376295, 0.006555700805420509, 0.00694151485594728, -0.00838605889110368, -0.03725433338282256, -0.03725433338282256, -0.01884839330641501, -0.020137667697986972, -0.021415724741284767, -0.021415724741284767, 0.0033190506586283103, 0.0033190506586283103, 0.0033190506586283103, 0.0033190506586283103, 0.0033190506586283103, 0.004735554894018456, 0.004735554894018456, 0.004735554894018456, 0.004735554894018456, 0.004735554894018456, 0.004735554894018456, 0.004735554894018456], [0.09048265397267198, 0.09048265397267198, 0.0929556083839612, 0.05193758429805306, 0.04847227973173912, 0.04847227973173912, 0.05383773540860677, 0.05383773540860677, 0.052178526273849044, 0.050154470393130944, 0.006921486074788503, 0.007307300125315275, -0.00838605889110368, -0.03646099840987708, -0.03646099840987708, -0.01805505833346953, -0.01934433272504149, -0.020622389768339286, -0.020622389768339286, 0.00411238563157379, 0.00411238563157379, 0.00411238563157379, 0.00411238563157379, 0.00411238563157379, 0.005528889866963937, 0.005528889866963937, 0.005528889866963937, 0.005528889866963937, 0.005528889866963937, 0.005528889866963937, 0.005528889866963937], [0.09048265397267198, 0.09048265397267198, 0.0929556083839612, 0.05193758429805306, 0.04847227973173912, 0.04847227973173912, 0.04979013404573059, 0.04979013404573059, 0.048130924910972865, 0.04610686903025477, 0.0028738847119123344, 0.003259698762439106, -0.012433660253979848, -0.04050859977275324, -0.04050859977275324, -0.0221026596963457, -0.02339193408791767, -0.024669991131215457, -0.024669991131215457, 6.478426869762233e-05, 6.478426869762233e-05, 6.478426869762233e-05, 6.478426869762233e-05, 6.478426869762233e-05, 0.001481288504087768, 0.001481288504087768, 0.001481288504087768, 0.001481288504087768, 0.001481288504087768, 0.001481288504087768, 0.001481288504087768], [0.10720760425323021, 0.10720760425323021, 0.10968055866451946, 0.06866253457861131, 0.06519723001229735, 0.06519723001229735, 0.06651508432628885, 0.06651508432628885, 0.06485587519153112, 0.05961065056952571, 0.009803170842708845, 0.002619548124290088, -0.01307381089212887, -0.042044377511259175, -0.042044377511259175, -0.02363843743485164, -0.026157567070574005, -0.028057917524903143, -0.028057917524903143, -0.00375365360333026, -0.004983002121066114, -0.004983002121066114, -0.004983002121066114, -0.004983002121066114, -0.00356649788567597, -0.00356649788567597, -0.00356649788567597, -0.00356649788567597, -0.00356649788567597, -0.00356649788567597, -0.00356649788567597], [0.10720760425323021, 0.10720760425323021, 0.10968055866451946, 0.04195603376939904, 0.03849072920308509, 0.03849072920308509, 0.039808583517076584, 0.039808583517076584, 0.038149374382318864, 0.032904149760313445, -0.016903329966503428, -0.024086952684922176, -0.039780311701341116, -0.0687508783204714, -0.0687508783204714, -0.05034493824406388, -0.054332676261492935, -0.05652331750670798, -0.05652331750670798, -0.03221905358513511, -0.033448402102870964, -0.033448402102870964, -0.033448402102870964, -0.033448402102870964, -0.03203189786748082, -0.03203189786748082, -0.03203189786748082, -0.03203189786748082, -0.03203189786748082, -0.03203189786748082, -0.03203189786748082], [0.10720760425323021, 0.10720760425323021, 0.10968055866451946, 0.03980156720449634, 0.03633626263818239, 0.03633626263818239, 0.037654116952173876, 0.037654116952173876, 0.03599490781741615, 0.030749683195410743, -0.01905779653140613, -0.026241419249824878, -0.04193477826624382, -0.0709053448853741, -0.0709053448853741, -0.05249940480896658, -0.05648714282639564, -0.05867778407161068, -0.05867778407161068, -0.03437352015003781, -0.035602868667773666, -0.035602868667773666, -0.035602868667773666, -0.035602868667773666, -0.03418636443238352, -0.03418636443238352, -0.03418636443238352, -0.03418636443238352, -0.03418636443238352, -0.03418636443238352, -0.03418636443238352], [0.10720760425323021, 0.10720760425323021, 0.10968055866451946, 0.03980156720449634, 0.03633626263818239, 0.03633626263818239, 0.037654116952173876, 0.037654116952173876, 0.03599490781741615, 0.028257103829367927, -0.021550375897448945, -0.0287339986158677, -0.04442735763228664, -0.07339792425141693, -0.07339792425141693, -0.0549919841750094, -0.05897972219243846, -0.061170363437653495, -0.061170363437653495, -0.036866099516080636, -0.03809544803381649, -0.03809544803381649, -0.03809544803381649, -0.03809544803381649, -0.03667894379842634, -0.03667894379842634, -0.03667894379842634, -0.03667894379842634, -0.03667894379842634, -0.03667894379842634, -0.03667894379842634]], \"zmax\": 0.661370019690394, \"zmin\": -0.5097212434794212, \"type\": \"heatmap\"}], \"layout\": {\"title\": {\"text\": \"Alkaline_Phosphotase x Albumin\"}, \"xaxis\": {\"title\": {\"text\": \"Alkaline_Phosphotase\"}}, \"yaxis\": {\"title\": {\"text\": \"Albumin\"}}, \"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"x\": [4.0, 15.5, 19.0, 22.5, 25.5, 26.5, 27.5, 29.5, 31.5, 32.5, 34.5, 35.5, 37.5, 38.5, 41.5, 43.5, 45.5, 47.5, 49.5, 50.5, 52.5, 54.5, 55.5, 57.5, 59.0, 60.5, 64.5, 65.5, 66.5, 69.5, 73.5, 84.0], \"y\": [10.0, 13.5, 15.5, 17.5, 19.5, 20.5, 21.5, 22.5, 24.5, 25.5, 27.5, 29.5, 31.5, 33.5, 36.5, 38.5, 41.5, 43.5, 47.5, 49.0, 53.5, 58.5, 61.5, 64.5, 73.0, 84.5, 106.0, 132.5, 164.0, 231.0, 432.5, 2000.0], \"z\": [[0.0852779502641869, 0.0852779502641869, 0.0852779502641869, 0.07351095354829178, 0.033787712642812454, 0.026113890220488007, 0.026113890220488007, -0.015157840142648642, -0.015157840142648642, -0.01647742913369653, -0.02028554047690608, -0.02034225759856677, -0.02034225759856677, -0.017263175497801368, -0.017263175497801368, -0.007809921614041174, 0.031994347579716566, 0.03311402070210472, 0.029029075216557336, 0.03464751206920049, 0.03464751206920049, 0.03464751206920049, 0.03464751206920049, 0.03464751206920049, 0.03771863362010534, 0.038551531539661676, 0.04504888324716153, 0.0439599024550434, 0.04228756636165711, 0.04228756636165711, 0.04228756636165711], [0.08543915617810907, 0.08543915617810907, 0.08543915617810907, 0.07367215946221393, 0.03394891855673462, 0.02627509613441017, 0.02627509613441017, -0.014996634228726477, -0.014996634228726477, -0.016316223219774367, -0.020124334562983914, -0.020181051684644607, -0.020181051684644607, -0.020916203267699565, -0.020916203267699565, -0.011462949383939373, 0.026567307054027142, 0.0276869801764153, 0.023602034690867912, 0.02241728100485952, 0.02241728100485952, 0.02241728100485952, 0.02241728100485952, 0.02241728100485952, 0.025327196641842208, 0.026160094561398544, 0.0326574462688984, 0.031568465476780265, 0.02989612938339398, 0.02989612938339398, 0.02989612938339398], [0.08627196184920759, 0.08627196184920759, 0.08627196184920759, 0.07450496513331245, 0.03478172422783314, 0.027107901805508684, 0.027107901805508684, -0.015883419541038533, -0.015883419541038533, -0.017203008532086426, -0.021011119875295973, -0.021067836996956666, -0.021067836996956666, -0.02180298858001162, -0.02180298858001162, -0.029468801271294455, 0.008051693431323951, 0.009171366553712106, 0.0050864210681647185, 0.0039016673821563297, 0.0039016673821563297, 0.0039016673821563297, 0.0039016673821563297, 0.0039016673821563297, 0.006811583019139018, 0.007644480938695358, 0.014141832646195212, 0.013052851854077074, 0.009559542885834094, 0.009559542885834094, 0.009559542885834094], [0.0876386577563555, 0.0876386577563555, 0.0876386577563555, 0.07587166104046038, 0.03614842013498106, 0.02847459771265661, 0.02847459771265661, -0.014516723633890609, -0.014516723633890609, -0.015836312624938495, -0.019644423968148042, -0.019701141089808735, -0.019701141089808735, -0.02063933832220921, -0.02063933832220921, -0.02830515101349204, -0.0030663361548491763, -0.0030663361548491763, -0.0033677751559532173, -0.004552528841961607, -0.004552528841961607, -0.004552528841961607, -0.004552528841961607, -0.004552528841961607, -0.0016426132049789204, -0.0008097152854225822, 0.00568763642207727, 0.0021766040059969126, -0.001316704962246065, -0.001316704962246065, -0.001316704962246065], [0.08208464172047784, 0.08208464172047784, 0.08208464172047784, 0.07031764500458271, 0.03684832962300161, 0.0280966017750991, 0.0280966017750991, -0.014894719571448119, -0.014894719571448119, -0.01621430856249601, -0.02002241990570556, -0.02026116208758078, -0.02026116208758078, -0.02119935931998125, -0.02119935931998125, -0.03433368189522012, -0.030864952777050335, -0.030864952777050335, -0.03116639177815437, -0.03235114546416276, -0.03235114546416276, -0.03235114546416276, -0.03235114546416276, -0.03235114546416276, -0.029441229827180074, -0.028608331907623734, -0.02211098020012387, -0.02562201261620423, -0.029115321584447212, -0.029115321584447212, -0.029115321584447212], [0.09521458053433339, 0.09521458053433339, 0.09521458053433339, 0.08344758381843825, 0.05178229081846186, 0.043030562970559356, 0.043030562970559356, 3.9241624012123846e-05, 3.9241624012123846e-05, -0.0012803473670357614, -0.0013961857665732392, -0.0016349279484484582, -0.0016349279484484582, -0.002573125180848931, -0.002573125180848931, -0.015707447756087806, -0.03043042403527775, -0.03043042403527775, -0.030731863036381785, -0.03191661672239018, -0.03191661672239018, -0.03191661672239018, -0.03191661672239018, -0.03191661672239018, -0.02900670108540749, -0.02817380316585115, -0.02045269411592702, -0.023963726532007377, -0.027457035500250353, -0.027457035500250353, -0.027457035500250353], [0.07229800677642788, 0.06879496149168281, 0.0783213165173582, 0.06655431980146306, 0.0584614934141562, 0.04970976556625369, 0.04970976556625369, 0.006718444219706466, 0.006718444219706466, 0.005398855228658581, 0.005283016829121101, 0.005044274647245883, 0.005044274647245883, 0.0018014473453315388, 0.0018014473453315388, -0.011332875229907339, -0.02605585150909728, -0.02605585150909728, -0.026357290510201324, -0.02754204419620971, -0.02754204419620971, -0.02754204419620971, -0.02754204419620971, -0.02754204419620971, -0.024632128559227022, -0.02379923063967068, -0.01607812158974655, -0.01958915400582691, -0.023082462974069885, -0.023082462974069885, -0.023082462974069885], [0.01029513671853573, -0.00027497036168431296, 0.009251384663991072, 0.005645376756356032, -0.00019181760044210613, -0.0009414624737055571, -0.0009414624737055571, -0.0016960311123468434, -0.0016960311123468434, 0.004216840974458093, 0.014638692361843116, 0.0143999501799679, 0.0143999501799679, 0.011157122878053552, 0.011157122878053552, -0.0019771996971853258, -0.016700175976375263, -0.016700175976375263, -0.01700161497747931, -0.018186368663487697, -0.01738092467236435, -0.01738092467236435, -0.01738092467236435, -0.01738092467236435, -0.01447100903538166, -0.013638111115825323, -0.005917002065901189, -0.013622934093880022, -0.03602776984659549, -0.03602776984659549, -0.03602776984659549], [0.01029513671853573, -0.00027497036168431296, 0.009251384663991072, 0.005645376756356032, -0.00019181760044210613, -0.0009414624737055571, -0.0009414624737055571, -0.0016960311123468434, -0.0016960311123468434, 0.004216840974458093, 0.014638692361843116, 0.0143999501799679, 0.0143999501799679, 0.011157122878053552, 0.011157122878053552, -0.0019771996971853258, -0.016700175976375263, -0.016700175976375263, -0.01700161497747931, -0.018186368663487697, -0.01738092467236435, -0.01738092467236435, -0.01738092467236435, -0.01738092467236435, -0.01447100903538166, -0.013638111115825323, -0.005917002065901189, -0.013622934093880022, -0.03602776984659549, -0.03602776984659549, -0.03602776984659549], [0.0407147185744929, 0.027797716164369442, 0.03732407119004483, 0.03371806328240979, 0.027880868925611653, 0.024770715647694296, 0.024770715647694296, 0.02401614700905301, 0.02401614700905301, 0.029929019095857948, 0.04035087048324298, 0.04011212830136776, 0.04011212830136776, 0.02629469308892547, 0.02629469308892547, 0.013160370513686594, -0.007332395942721473, -0.007332395942721473, -0.0076338349438255125, -0.008818588629833903, -0.008013144638710553, -0.008013144638710553, -0.008013144638710553, -0.008013144638710553, -0.007813196518617848, -0.009576411463395017, -0.008352654120970741, -0.016058586148949575, -0.038463421901665046, -0.038463421901665046, -0.038463421901665046], [0.03869755227678437, 0.025780549866660913, 0.035306904892336295, 0.03170089698470126, 0.025863702627903124, 0.022753549349985767, 0.022753549349985767, 0.021998980711344478, 0.02359760581308675, 0.030453629934233832, 0.04087548132161886, 0.04063673913974364, 0.04063673913974364, 0.026819303927301353, 0.026819303927301353, 0.013684981352062479, -0.006807785104345589, -0.006807785104345589, -0.007109224105449628, -0.008293977791458018, -0.0074885338003346695, -0.0074885338003346695, -0.0074885338003346695, -0.0074885338003346695, -0.0072885856802419645, -0.009051800625019132, -0.007828043282594857, -0.01553397531057369, -0.03793881106328916, -0.03793881106328916, -0.03793881106328916], [0.044387084277509314, 0.02228436846237305, 0.03181072348804844, 0.028204715580413396, 0.024582662657775627, 0.02147250937985827, 0.02147250937985827, 0.022051230112924376, 0.02364985521466665, 0.03050587933581373, 0.04092773072319876, 0.040688988541323544, 0.040688988541323544, 0.02687155332888125, 0.02687155332888125, 0.013737230753642377, -0.00675553570276569, -0.00675553570276569, -0.007056974703869731, -0.008241728389878123, -0.0074362843987547745, -0.0074362843987547745, -0.0074362843987547745, -0.0074362843987547745, -0.007236336278662066, -0.008999551223439234, -0.007775793881014961, -0.015481725908993792, -0.037886561661709256, -0.037886561661709256, -0.037886561661709256], [0.043916215893650884, 0.021813500078514618, 0.03133985510419001, 0.027733847196554966, 0.024582662657775627, 0.02147250937985827, 0.02147250937985827, 0.022051230112924376, 0.02364985521466665, 0.03050587933581373, 0.04092773072319876, 0.040688988541323544, 0.040688988541323544, 0.02687155332888125, 0.02687155332888125, 0.013737230753642377, -0.00675553570276569, -0.00675553570276569, -0.007056974703869731, -0.008241728389878123, -0.0074362843987547745, -0.0074362843987547745, -0.0074362843987547745, -0.0074362843987547745, -0.007236336278662066, -0.008999551223439234, -0.007775793881014961, -0.015481725908993792, -0.037886561661709256, -0.037886561661709256, -0.037886561661709256], [0.020884166973160003, -0.001218548841976256, 0.008307806183699133, 0.008307806183699133, 0.008342155764975396, 0.00967228761825882, 0.00967228761825882, 0.008070158623692363, 0.009668783725434636, 0.01652480784658172, 0.026946659233966753, 0.026707917052091534, 0.026707917052091534, 0.012890481839649245, 0.012890481839649245, 0.005187620454376492, -0.015305146002031578, -0.015305146002031578, -0.012454527779155143, -0.013639281465163532, -0.012833837474040183, -0.012833837474040183, -0.012833837474040183, -0.0074964741285688885, -0.006117102054863614, -0.0005962273562493776, 0.0006275299861748973, -0.005989421249685799, -0.02672192090901498, -0.02672192090901498, -0.02672192090901498], [0.020884166973160003, -0.001218548841976256, 0.008307806183699133, 0.008307806183699133, 0.007806628939033679, 0.009136760792317105, 0.009136760792317105, 0.007534631797750647, 0.00913325689949292, 0.015989281020640005, 0.026411132408025034, 0.026172390226149818, 0.026172390226149818, 0.012354955013707529, 0.012354955013707529, 0.004652093628434775, -0.015840672827973294, -0.015840672827973294, -0.012990054605096859, -0.014174808291105248, -0.013369364299981899, -0.013369364299981899, -0.013369364299981899, -0.008032000954510603, -0.0066526288808053296, -0.0011317541821910934, 9.200316023318198e-05, -0.006524948075627513, -0.027257447734956697, -0.027257447734956697, -0.027257447734956697], [0.020361624100310307, -0.0017410917148259547, 0.007785263310849434, 0.007785263310849434, 0.007806628939033679, 0.009136760792317105, 0.009136760792317105, 0.007534631797750647, 0.00913325689949292, 0.015989281020640005, 0.026411132408025034, 0.026172390226149818, 0.026172390226149818, 0.012354955013707529, 0.012354955013707529, 0.004652093628434775, -0.015840672827973294, -0.015840672827973294, -0.012990054605096859, -0.014174808291105248, -0.013369364299981899, -0.013369364299981899, -0.013369364299981899, -0.008032000954510603, -0.0066526288808053296, -0.0011317541821910934, 9.200316023318198e-05, -0.006524948075627513, -0.027257447734956697, -0.027257447734956697, -0.027257447734956697], [0.020361624100310307, -0.0017410917148259547, 0.007785263310849434, 0.007785263310849434, 0.007806628939033679, 0.009136760792317105, 0.009136760792317105, 0.007534631797750647, 0.00913325689949292, 0.015989281020640005, 0.026411132408025034, 0.026172390226149818, 0.026172390226149818, 0.012354955013707529, 0.012354955013707529, 0.004652093628434775, -0.015840672827973294, -0.015840672827973294, -0.012990054605096859, -0.014174808291105248, -0.013369364299981899, -0.013369364299981899, -0.013369364299981899, -0.008032000954510603, -0.0066526288808053296, -0.0011317541821910934, 9.200316023318198e-05, -0.006524948075627513, -0.027257447734956697, -0.027257447734956697, -0.027257447734956697], [0.020361624100310307, -0.0017410917148259547, 0.007785263310849434, 0.007785263310849434, 0.007806628939033679, 0.009136760792317105, 0.009136760792317105, 0.007534631797750647, 0.00913325689949292, 0.015989281020640005, 0.026411132408025034, 0.026172390226149818, 0.026172390226149818, 0.012354955013707529, 0.012354955013707529, 0.004652093628434775, -0.015840672827973294, -0.015840672827973294, -0.012990054605096859, -0.014174808291105248, -0.013369364299981899, -0.013369364299981899, -0.013369364299981899, -0.008032000954510603, -0.0066526288808053296, -0.0011317541821910934, 9.200316023318198e-05, -0.006524948075627513, -0.027257447734956697, -0.027257447734956697, -0.027257447734956697], [0.020361624100310307, -0.0017410917148259547, 0.007785263310849434, 0.007785263310849434, 0.007806628939033679, 0.009136760792317105, 0.009136760792317105, 0.007534631797750647, 0.00913325689949292, 0.015989281020640005, 0.026411132408025034, 0.026172390226149818, 0.026172390226149818, 0.012354955013707529, 0.012354955013707529, 0.004652093628434775, -0.018510884249275605, -0.018510884249275605, -0.015660266026399174, -0.01684501971240756, -0.01603957572128421, -0.01603957572128421, -0.01603957572128421, -0.010702212375812915, -0.00932284030210764, -0.0038019656034934063, -0.002578208261069131, -0.009195159496929825, -0.029927659156259008, -0.029927659156259008, -0.029927659156259008], [0.020361624100310307, -0.0017410917148259547, 0.007785263310849434, 0.007785263310849434, 0.007806628939033679, 0.009136760792317105, 0.009136760792317105, 0.007534631797750647, 0.00913325689949292, 0.015989281020640005, 0.026411132408025034, 0.026172390226149818, 0.026172390226149818, 0.012354955013707529, 0.012354955013707529, 0.004652093628434775, -0.018510884249275605, -0.018510884249275605, -0.015660266026399174, -0.01684501971240756, -0.01603957572128421, -0.01603957572128421, -0.01603957572128421, -0.010702212375812915, -0.009811776878380724, -0.004290902179766488, -0.003067144837342213, -0.009684096073202905, -0.030416595732532088, -0.030416595732532088, -0.030416595732532088], [0.02255543545852051, 0.00045271964338424635, 0.009979074669059635, 0.009979074669059635, 0.010000440297243878, 0.011330572150527305, 0.011330572150527305, 0.009728443155960846, 0.011327068257703122, 0.018549136343010066, 0.0289709877303951, 0.02873224554851988, 0.02873224554851988, 0.012354955013707529, 0.012354955013707529, 0.004652093628434775, -0.018510884249275605, -0.018510884249275605, -0.015660266026399174, -0.01684501971240756, -0.01603957572128421, -0.01603957572128421, -0.01603957572128421, -0.010702212375812915, -0.009811776878380724, -0.004290902179766488, -0.003067144837342213, -0.009684096073202905, -0.030416595732532088, -0.030416595732532088, -0.030416595732532088], [0.019895410184748184, -0.0022073056303880782, 0.007319049395287309, 0.007319049395287309, 0.0073404150234715575, 0.008670546876754982, 0.008670546876754982, 0.007068417882188524, 0.008667042983930798, 0.01588911106923775, 0.026310962456622775, 0.026072220274747558, 0.026072220274747558, 0.009694929739935205, 0.009694929739935205, 0.004652093628434775, -0.018510884249275605, -0.018510884249275605, -0.015660266026399174, -0.01684501971240756, -0.01603957572128421, -0.01603957572128421, -0.01603957572128421, -0.010702212375812915, -0.009811776878380724, -0.004290902179766488, -0.003067144837342213, -0.009684096073202905, -0.030416595732532088, -0.030416595732532088, -0.030416595732532088], [0.019895410184748184, -0.0022073056303880782, 0.007319049395287309, 0.007319049395287309, 0.0073404150234715575, 0.008670546876754982, 0.008670546876754982, 0.007068417882188524, 0.008667042983930798, 0.01588911106923775, 0.026310962456622775, 0.026072220274747558, 0.026072220274747558, 0.009694929739935205, 0.009694929739935205, 0.004652093628434775, -0.018510884249275605, -0.018510884249275605, -0.015660266026399174, -0.01684501971240756, -0.01603957572128421, -0.01603957572128421, -0.01603957572128421, -0.010702212375812915, -0.009811776878380724, -0.004290902179766488, -0.003067144837342213, -0.009684096073202905, -0.030416595732532088, -0.030416595732532088, -0.030416595732532088], [0.011171282313934314, -0.010931433501201942, -0.0014050784755265588, -0.0014050784755265588, -0.005787220689951558, -0.007912534189106608, -0.007912534189106608, -0.009514663183673062, -0.007916038081930789, -0.001526262468339464, 0.008895588919045568, 0.009117960929782266, 0.009117960929782266, -0.007259329605030088, -0.007259329605030088, -0.010435606428844068, -0.02720212991603895, -0.02720212991603895, -0.024351511693162516, -0.025536265379170905, -0.02473082138804756, -0.02473082138804756, -0.02473082138804756, -0.019393458042576257, -0.018503022545144066, -0.012982147846529825, -0.011758390504105553, -0.018375341739966237, -0.03910784139929543, -0.03910784139929543, -0.03910784139929543], [0.011171282313934314, -0.010931433501201942, -0.0014050784755265588, -0.0014050784755265588, -0.005787220689951558, -0.007912534189106608, -0.007912534189106608, -0.009514663183673062, -0.007916038081930789, -0.001526262468339464, 0.008895588919045568, 0.009117960929782266, 0.009117960929782266, -0.007259329605030088, -0.007259329605030088, -0.010435606428844068, -0.02720212991603895, -0.02720212991603895, -0.024351511693162516, -0.025536265379170905, -0.02473082138804756, -0.02473082138804756, -0.02473082138804756, -0.019393458042576257, -0.018503022545144066, -0.012982147846529825, -0.011758390504105553, -0.018375341739966237, -0.03910784139929543, -0.03910784139929543, -0.03910784139929543], [0.011171282313934314, -0.010931433501201942, -0.0014050784755265588, -0.0014050784755265588, -0.005787220689951558, -0.007912534189106608, -0.007912534189106608, -0.009514663183673062, -0.007916038081930789, -0.001526262468339464, 0.008895588919045568, 0.009117960929782266, 0.009117960929782266, -0.007259329605030088, -0.007259329605030088, -0.010435606428844068, -0.02720212991603895, -0.02720212991603895, -0.024351511693162516, -0.025536265379170905, -0.02473082138804756, -0.02473082138804756, -0.02473082138804756, -0.019393458042576257, -0.018503022545144066, -0.012982147846529825, -0.011758390504105553, -0.018375341739966237, -0.03910784139929543, -0.03910784139929543, -0.03910784139929543], [0.011171282313934314, -0.010931433501201942, -0.0014050784755265588, -0.0014050784755265588, -0.005787220689951558, -0.007912534189106608, -0.007912534189106608, -0.009514663183673062, -0.007916038081930789, -0.001526262468339464, 0.008895588919045568, 0.009117960929782266, 0.009117960929782266, -0.007259329605030088, -0.007259329605030088, -0.010435606428844068, -0.02720212991603895, -0.02720212991603895, -0.024351511693162516, -0.025536265379170905, -0.02473082138804756, -0.02473082138804756, -0.02473082138804756, -0.019393458042576257, -0.018503022545144066, -0.012982147846529825, -0.011758390504105553, -0.018375341739966237, -0.03910784139929543, -0.03910784139929543, -0.03910784139929543], [0.009319564064528451, -0.012783151750607808, -0.0032567967249324216, -0.0032567967249324216, -0.0076389389393574205, -0.009764252438512467, -0.009764252438512467, -0.011366381433078925, -0.009767756331336652, -0.0033779807177453268, 0.0070438706696397055, 0.007266242680376402, 0.007266242680376402, -0.009111047854435946, -0.009111047854435946, -0.010856236988548897, -0.02762276047574378, -0.02762276047574378, -0.02477214225286735, -0.025536265379170905, -0.02473082138804756, -0.02473082138804756, -0.02473082138804756, -0.019393458042576257, -0.018503022545144066, -0.012982147846529825, -0.011758390504105553, -0.018375341739966237, -0.03910784139929543, -0.03910784139929543, -0.03910784139929543], [0.00683768670989713, -0.015265029105239126, -0.005738674079563741, -0.005738674079563741, -0.010120816293988737, -0.012246129793143788, -0.012246129793143788, -0.013848258787710246, -0.012249633685967973, -0.005859858072376646, 0.004561993315008385, 0.004784365325745082, 0.004784365325745082, -0.011592925209067271, -0.011592925209067271, -0.013338114343180218, -0.030104637830375106, -0.030104637830375106, -0.027254019607498674, -0.025536265379170905, -0.02473082138804756, -0.02473082138804756, -0.02473082138804756, -0.019393458042576257, -0.018503022545144066, -0.012982147846529825, -0.011758390504105553, -0.018375341739966237, -0.03910784139929543, -0.03910784139929543, -0.03910784139929543], [0.00683768670989713, -0.015265029105239126, -0.005738674079563741, -0.005738674079563741, -0.010120816293988737, -0.012246129793143788, -0.012246129793143788, -0.013848258787710246, -0.012249633685967973, -0.006158831435978601, 0.004263019951406431, 0.004485391962143127, 0.004485391962143127, -0.011891898572669223, -0.011891898572669223, -0.013637087706782174, -0.030403611193977054, -0.030403611193977054, -0.027552992971100622, -0.025835238742772857, -0.02502979475164951, -0.02502979475164951, -0.02502979475164951, -0.019692431406178212, -0.018801995908746018, -0.01328112121013178, -0.012057363867707508, -0.018674315103568193, -0.039406814762897376, -0.039406814762897376, -0.039406814762897376], [0.00683768670989713, -0.015265029105239126, -0.005738674079563741, -0.005738674079563741, -0.010120816293988737, -0.012246129793143788, -0.012246129793143788, -0.013848258787710246, -0.012249633685967973, -0.006158831435978601, 0.004263019951406431, 0.004485391962143127, 0.004485391962143127, -0.011891898572669223, -0.011891898572669223, -0.013637087706782174, -0.030403611193977054, -0.030403611193977054, -0.027552992971100622, -0.025835238742772857, -0.02502979475164951, -0.02502979475164951, -0.02502979475164951, -0.019692431406178212, -0.018801995908746018, -0.01328112121013178, -0.012057363867707508, -0.018674315103568193, -0.039406814762897376, -0.039406814762897376, -0.039406814762897376]], \"zmax\": 0.661370019690394, \"zmin\": -0.5097212434794212, \"type\": \"heatmap\"}], \"layout\": {\"title\": {\"text\": \"Age x Alamine_Aminotransferase\"}, \"xaxis\": {\"title\": {\"text\": \"Age\"}}, \"yaxis\": {\"title\": {\"text\": \"Alamine_Aminotransferase\"}}, \"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}}}}, {\"type\": \"plotly\", \"figure\": {\"data\": [{\"x\": [4.0, 15.5, 19.0, 22.5, 25.5, 26.5, 27.5, 29.5, 31.5, 32.5, 34.5, 35.5, 37.5, 38.5, 41.5, 43.5, 45.5, 47.5, 49.5, 50.5, 52.5, 54.5, 55.5, 57.5, 59.0, 60.5, 64.5, 65.5, 66.5, 69.5, 73.5, 84.0], \"y\": [0.4, 0.6499999999999999, 0.75, 0.8500000000000001, 0.95, 1.05, 1.15, 1.35, 1.45, 1.55, 1.65, 1.75, 1.85, 1.95, 2.1500000000000004, 2.25, 2.3499999999999996, 2.6500000000000004, 2.75, 3.05, 3.55, 3.95, 4.45, 5.75, 6.75, 7.6, 9.15, 11.2, 15.1, 18.45, 24.15, 75.0], \"z\": [[0.028959472902134673, -0.0052720306053959005, -0.01652255737138578, -0.049797230207756, -0.06053862242784366, -0.015550886312548948, -0.015550886312548948, -0.015550886312548948, -0.015550886312548948, -0.015550886312548948, -0.015550886312548948, 0.002753808293493138, 0.016533360344667687, 0.016716584180635746, 0.017468495030986245, 0.016090927207451016, 0.014537568627005705, 0.01742569333797804, 0.01742569333797804, 0.017738412328219263, 0.017738412328219263, 0.017738412328219263, 0.017738412328219263, 0.0206842077227357, 0.04816358718446375, 0.04816358718446375, 0.04816358718446375, 0.04572688614173809, 0.041014293945933984, 0.041014293945933984, 0.041014293945933984], [0.03273728301892066, -0.0014942204886099052, -0.008739976866443889, -0.0420146497028141, -0.05275604192290178, -0.007768305807607064, -0.007768305807607064, -0.007768305807607064, -0.007768305807607064, -0.007768305807607064, -0.007768305807607064, 0.010536388798435027, 0.024315940849609564, 0.024499164685577626, 0.02525107553592813, 0.023873507712392904, 0.023873507712392904, 0.026761632423365236, 0.026761632423365236, 0.027074351413606455, 0.027074351413606455, 0.027074351413606455, 0.027074351413606455, 0.0300201468081229, 0.044923818059330704, 0.044923818059330704, 0.044923818059330704, 0.04006566191724059, 0.035353069721436495, 0.035353069721436495, 0.035353069721436495], [0.09382767322028968, 0.0595961697127591, 0.05276371454963851, 0.00925639756067146, 0.004684264189293683, 0.004684264189293683, 0.004167699952630313, 0.004167699952630313, 0.004167699952630313, 0.004167699952630313, 0.004167699952630313, 0.022472394558672393, 0.022472394558672393, 0.007776682792512839, 0.007776682792512839, -0.019512861290043725, -0.019512861290043725, -0.019512861290043725, -0.019512861290043725, -0.019656271711304133, -0.019656271711304133, -0.019656271711304133, -0.019656271711304133, -0.019656271711304133, -0.00721448033667965, -0.00721448033667965, -0.00721448033667965, -0.01468079253891354, -0.019393384734717644, -0.019393384734717644, -0.019393384734717644], [0.09737906222723411, 0.06314755871970351, 0.06900265385815504, 0.025495336869188, 0.02092320349781022, 0.02092320349781022, 0.020406639261146848, 0.020406639261146848, 0.020406639261146848, 0.020406639261146848, 0.020406639261146848, 0.026993888577276325, 0.026993888577276325, 0.0022794518514632836, 0.0022794518514632836, -0.02333784455308802, -0.02333784455308802, -0.02333784455308802, -0.02333784455308802, -0.02348125497434843, -0.02348125497434843, -0.02348125497434843, -0.02348125497434843, -0.02348125497434843, -0.01540247999746746, -0.01540247999746746, -0.01540247999746746, -0.022868792199701348, -0.02758138439550545, -0.02758138439550545, -0.02758138439550545], [0.08539513015769773, 0.06576820360837302, 0.07207049548176092, 0.028563178492793884, 0.023991045121416102, 0.023991045121416102, 0.02347448088475273, 0.02347448088475273, 0.02347448088475273, 0.02347448088475273, 0.02347448088475273, 0.03006173020088221, 0.03006173020088221, 0.0007637042919022407, 0.0007637042919022407, -0.02608667329302728, -0.02608667329302728, -0.02608667329302728, -0.02608667329302728, -0.02648249781394403, -0.02648249781394403, -0.02648249781394403, -0.02648249781394403, -0.02648249781394403, -0.01840372283706307, -0.01840372283706307, -0.01840372283706307, -0.028699304351448685, -0.03341189654725279, -0.03341189654725279, -0.03341189654725279], [0.05791015915540327, 0.05791015915540327, 0.06421245102879117, 0.030286819812220103, 0.025714686440842325, 0.025714686440842325, 0.025198122204178955, 0.025198122204178955, 0.025198122204178955, 0.025198122204178955, 0.025198122204178955, 0.03178537152030844, 0.03178537152030844, 0.006702227542885143, 0.006702227542885143, -0.017181666983117197, -0.017181666983117197, -0.007832142038659253, -0.007832142038659253, -0.008227966559575998, -0.008227966559575998, -0.008227966559575998, -0.008227966559575998, -0.008227966559575998, -0.00014919158269502842, -0.00014919158269502842, -0.00014919158269502842, -0.010444773097080643, -0.015157365292884747, -0.015157365292884747, -0.015157365292884747], [0.05791015915540327, 0.05791015915540327, 0.06421245102879117, 0.030286819812220103, 0.025714686440842325, 0.025714686440842325, 0.025198122204178955, 0.025198122204178955, 0.025198122204178955, 0.025198122204178955, 0.025198122204178955, 0.03178537152030844, 0.03178537152030844, 0.006702227542885143, 0.006702227542885143, -0.017181666983117197, -0.017181666983117197, -0.007832142038659253, -0.007832142038659253, -0.008227966559575998, -0.008227966559575998, -0.008227966559575998, -0.008227966559575998, -0.008227966559575998, -0.00014919158269502842, -0.00014919158269502842, -0.00014919158269502842, -0.010444773097080643, -0.015157365292884747, -0.015157365292884747, -0.015157365292884747], [-0.004024466647513322, -0.004024466647513322, 0.03889982558612996, 0.036643978455325035, 0.03207184508394726, 0.03207184508394726, 0.03155528084728389, 0.03155528084728389, 0.03155528084728389, 0.03155528084728389, 0.03155528084728389, 0.03814253016341337, 0.03814253016341337, 0.013059386185990073, 0.013059386185990073, -0.010824508340012268, -0.010824508340012268, -0.001474983395554321, -0.001474983395554321, -0.0017095193021432736, 0.0007222313782535763, 0.0007222313782535763, 0.0007222313782535763, 0.0007222313782535763, 0.008801006355134547, 0.008801006355134547, 0.008801006355134547, -0.0014945751592510704, -0.006207167355055172, -0.006207167355055172, -0.006207167355055172], [-0.006659979996548996, -0.006659979996548996, 0.036264312237094296, 0.03561335385689343, 0.031041220485515653, 0.031041220485515653, 0.030524656248852283, 0.030524656248852283, 0.030524656248852283, 0.030524656248852283, 0.030524656248852283, 0.037111905564981756, 0.037111905564981756, 0.012028761587558464, 0.012028761587558464, -0.011855132938443879, -0.011855132938443879, -0.00250560799398593, -0.00250560799398593, -0.0027401439005748807, -0.0003083932201780309, -0.0003083932201780309, -0.0003083932201780309, 0.0009187886985390576, 0.008997563675420029, 0.008997563675420029, 0.008997563675420029, -0.0012980178389655882, -0.00601061003476969, -0.00601061003476969, -0.00601061003476969], [-0.006659979996548996, -0.006659979996548996, 0.03601085107390141, 0.035359892693700545, 0.030787759322322767, 0.030787759322322767, 0.030271195085659397, 0.030271195085659397, 0.030271195085659397, 0.030271195085659397, 0.030271195085659397, 0.01602462416476496, 0.01602462416476496, -0.009058519812658343, -0.009058519812658343, -0.03294241433866068, -0.03294241433866068, -0.023592889394202725, -0.023592889394202725, -0.023827425300791676, -0.021395674620394826, -0.021395674620394826, -0.021395674620394826, -0.020168492701677736, -0.012089717724796771, -0.012089717724796771, -0.012089717724796771, -0.022385299239182387, -0.02709789143498649, -0.02709789143498649, -0.02709789143498649], [-0.0065641443914016395, -0.0065641443914016395, 0.03610668667904876, 0.0354557282988479, 0.02990855955639923, 0.02990855955639923, 0.02939199531973586, 0.02939199531973586, 0.02939199531973586, 0.02939199531973586, 0.02939199531973586, 0.015145424398841425, 0.015145424398841425, -0.009937719578581878, -0.009937719578581878, -0.03382161410458421, -0.03382161410458421, -0.024472089160126262, -0.024472089160126262, -0.024706625066715213, -0.02227487438631836, -0.02227487438631836, -0.02227487438631836, -0.021047692467601273, -0.012968917490720308, -0.012968917490720308, -0.012968917490720308, -0.022292832565763532, -0.027005424761567635, -0.027005424761567635, -0.027005424761567635], [-0.0065641443914016395, -0.0065641443914016395, 0.03610668667904876, 0.0354557282988479, 0.02990855955639923, 0.02990855955639923, 0.02939199531973586, 0.02939199531973586, 0.02939199531973586, 0.02939199531973586, 0.02939199531973586, 0.015145424398841425, 0.015145424398841425, -0.009937719578581878, -0.009937719578581878, -0.03382161410458421, -0.03382161410458421, -0.024472089160126262, -0.024472089160126262, -0.024706625066715213, -0.02227487438631836, -0.02227487438631836, -0.02227487438631836, -0.021047692467601273, -0.012968917490720308, -0.012968917490720308, -0.012968917490720308, -0.022292832565763532, -0.027005424761567635, -0.027005424761567635, -0.027005424761567635], [-0.003879541132844838, -0.003879541132844838, 0.03879128993760556, 0.0381403315574047, 0.03259316281495603, 0.03259316281495603, 0.03207659857829266, 0.03207659857829266, 0.03207659857829266, 0.03207659857829266, 0.03207659857829266, 0.017830027657398224, 0.017830027657398224, -0.01391207563745762, -0.01391207563745762, -0.03779597016345996, -0.03779597016345996, -0.028446445219002005, -0.028446445219002005, -0.028680981125590956, -0.026249230445194102, -0.026249230445194102, -0.026249230445194102, -0.02502204852647702, -0.016943273549596048, -0.016943273549596048, -0.016943273549596048, -0.026267188624639275, -0.026267188624639275, -0.026267188624639275, -0.026267188624639275], [-0.003879541132844838, -0.003879541132844838, 0.03879128993760556, 0.0381403315574047, 0.03259316281495603, 0.03259316281495603, 0.03207659857829266, 0.03207659857829266, 0.03207659857829266, 0.03207659857829266, 0.03207659857829266, 0.017830027657398224, 0.017830027657398224, -0.01391207563745762, -0.01391207563745762, -0.03779597016345996, -0.03779597016345996, -0.028446445219002005, -0.028446445219002005, -0.028680981125590956, -0.026249230445194102, -0.026249230445194102, -0.026249230445194102, -0.02502204852647702, -0.016943273549596048, -0.016943273549596048, -0.016943273549596048, -0.026267188624639275, -0.026267188624639275, -0.026267188624639275, -0.026267188624639275], [-0.003879541132844838, -0.003879541132844838, 0.03879128993760556, 0.0381403315574047, 0.03259316281495603, 0.03259316281495603, 0.03207659857829266, 0.03207659857829266, 0.03207659857829266, 0.03207659857829266, 0.03207659857829266, 0.017830027657398224, 0.017830027657398224, -0.014198672417048738, -0.014198672417048738, -0.03808256694305107, -0.03808256694305107, -0.028733041998593126, -0.028733041998593126, -0.028967577905182076, -0.026535827224785223, -0.026535827224785223, -0.026535827224785223, -0.02530864530606814, -0.01722987032918717, -0.01722987032918717, -0.01722987032918717, -0.026553785404230396, -0.026553785404230396, -0.026553785404230396, -0.026553785404230396], [-0.0007364334007017694, -0.0007364334007017694, 0.04193439766974863, 0.04128343928954777, 0.029251241776157805, 0.029251241776157805, 0.028734677539494435, 0.028734677539494435, 0.028734677539494435, 0.028734677539494435, 0.028734677539494435, 0.014488106618599998, 0.014488106618599998, -0.017540593455846964, -0.017540593455846964, -0.0414244879818493, -0.0414244879818493, -0.03207496303739135, -0.03207496303739135, -0.0323094989439803, -0.02987774826358345, -0.02987774826358345, -0.02987774826358345, -0.02865056634486636, -0.040635614218987134, -0.040635614218987134, -0.040635614218987134, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886], [-0.0007364334007017694, -0.0007364334007017694, 0.04193439766974863, 0.04128343928954777, 0.029251241776157805, 0.029251241776157805, 0.028734677539494435, 0.028734677539494435, 0.028734677539494435, 0.028734677539494435, 0.028734677539494435, 0.014488106618599998, 0.014488106618599998, -0.017540593455846964, -0.017540593455846964, -0.0414244879818493, -0.0414244879818493, -0.03207496303739135, -0.03207496303739135, -0.0323094989439803, -0.02987774826358345, -0.02987774826358345, -0.02987774826358345, -0.02865056634486636, -0.040635614218987134, -0.040635614218987134, -0.040635614218987134, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886], [-0.0007364334007017694, -0.0007364334007017694, 0.04193439766974863, 0.04128343928954777, 0.029251241776157805, 0.029251241776157805, 0.028734677539494435, 0.028734677539494435, 0.028734677539494435, 0.028734677539494435, 0.028734677539494435, 0.014488106618599998, 0.014488106618599998, -0.017540593455846964, -0.017540593455846964, -0.0414244879818493, -0.0414244879818493, -0.03207496303739135, -0.03207496303739135, -0.0323094989439803, -0.02987774826358345, -0.02987774826358345, -0.02987774826358345, -0.02865056634486636, -0.040635614218987134, -0.040635614218987134, -0.040635614218987134, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886], [-0.0017572703473238468, -0.0017572703473238468, 0.04091356072312655, 0.04026260234292569, 0.028230404829535722, 0.028230404829535722, 0.027713840592872352, 0.027713840592872352, 0.027713840592872352, 0.027713840592872352, 0.027713840592872352, 0.013467269671977918, 0.013467269671977918, -0.01856143040246904, -0.01856143040246904, -0.04244532492847137, -0.04244532492847137, -0.03309579998401343, -0.03309579998401343, -0.03333033589060238, -0.030898585210205533, -0.030898585210205533, -0.030898585210205533, -0.029671403291488443, -0.040635614218987134, -0.040635614218987134, -0.040635614218987134, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886], [-0.0017572703473238468, -0.0017572703473238468, 0.04091356072312655, 0.04026260234292569, 0.028230404829535722, 0.028230404829535722, 0.027713840592872352, 0.027713840592872352, 0.027713840592872352, 0.027713840592872352, 0.027713840592872352, 0.013467269671977918, 0.013467269671977918, -0.01856143040246904, -0.01856143040246904, -0.04244532492847137, -0.04244532492847137, -0.03309579998401343, -0.03309579998401343, -0.03333033589060238, -0.030898585210205533, -0.030898585210205533, -0.030898585210205533, -0.029671403291488443, -0.040635614218987134, -0.040635614218987134, -0.040635614218987134, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886], [-0.0022032412885315163, -0.0022032412885315163, 0.04046758978191888, 0.039816631401718025, 0.027784433888328054, 0.027784433888328054, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.013021298730770249, 0.013021298730770249, -0.01856143040246904, -0.01856143040246904, -0.04244532492847137, -0.04244532492847137, -0.03309579998401343, -0.03309579998401343, -0.03333033589060238, -0.030898585210205533, -0.030898585210205533, -0.030898585210205533, -0.029671403291488443, -0.040635614218987134, -0.040635614218987134, -0.040635614218987134, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886], [-0.0022032412885315163, -0.0022032412885315163, 0.04046758978191888, 0.039816631401718025, 0.027784433888328054, 0.027784433888328054, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.013021298730770249, 0.013021298730770249, -0.01856143040246904, -0.01856143040246904, -0.04244532492847137, -0.04244532492847137, -0.03309579998401343, -0.03309579998401343, -0.03333033589060238, -0.030898585210205533, -0.030898585210205533, -0.030898585210205533, -0.029671403291488443, -0.040635614218987134, -0.040635614218987134, -0.040635614218987134, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886], [-0.0022032412885315163, -0.0022032412885315163, 0.04046758978191888, 0.039816631401718025, 0.027784433888328054, 0.027784433888328054, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.013021298730770249, 0.013021298730770249, -0.01856143040246904, -0.01856143040246904, -0.04244532492847137, -0.04244532492847137, -0.03309579998401343, -0.03309579998401343, -0.03333033589060238, -0.030898585210205533, -0.030898585210205533, -0.030898585210205533, -0.029671403291488443, -0.040635614218987134, -0.040635614218987134, -0.040635614218987134, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886], [-0.0022032412885315163, -0.0022032412885315163, 0.04046758978191888, 0.039816631401718025, 0.027784433888328054, 0.027784433888328054, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.013021298730770249, 0.013021298730770249, -0.01856143040246904, -0.01856143040246904, -0.04244532492847137, -0.04244532492847137, -0.03309579998401343, -0.03309579998401343, -0.03333033589060238, -0.030898585210205533, -0.030898585210205533, -0.030898585210205533, -0.029671403291488443, -0.040635614218987134, -0.040635614218987134, -0.040635614218987134, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886], [-0.0022032412885315163, -0.0022032412885315163, 0.04046758978191888, 0.039816631401718025, 0.027784433888328054, 0.027784433888328054, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.013021298730770249, 0.013021298730770249, -0.01856143040246904, -0.01856143040246904, -0.04244532492847137, -0.04244532492847137, -0.03309579998401343, -0.03309579998401343, -0.03333033589060238, -0.030898585210205533, -0.030898585210205533, -0.030898585210205533, -0.029671403291488443, -0.040635614218987134, -0.040635614218987134, -0.040635614218987134, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886], [-0.0022032412885315163, -0.0022032412885315163, 0.04046758978191888, 0.039816631401718025, 0.027784433888328054, 0.027784433888328054, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.013021298730770249, 0.013021298730770249, -0.01856143040246904, -0.01856143040246904, -0.04244532492847137, -0.04244532492847137, -0.03309579998401343, -0.03309579998401343, -0.03333033589060238, -0.030898585210205533, -0.030898585210205533, -0.030898585210205533, -0.029671403291488443, -0.040635614218987134, -0.040635614218987134, -0.040635614218987134, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886], [-0.0022032412885315163, -0.0022032412885315163, 0.04046758978191888, 0.039816631401718025, 0.027784433888328054, 0.027784433888328054, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.013021298730770249, 0.013021298730770249, -0.01856143040246904, -0.01856143040246904, -0.04244532492847137, -0.04244532492847137, -0.03309579998401343, -0.03309579998401343, -0.03333033589060238, -0.030898585210205533, -0.030898585210205533, -0.030898585210205533, -0.029671403291488443, -0.040635614218987134, -0.040635614218987134, -0.040635614218987134, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886], [-0.0022032412885315163, -0.0022032412885315163, 0.04046758978191888, 0.039816631401718025, 0.027784433888328054, 0.027784433888328054, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.013021298730770249, 0.013021298730770249, -0.01856143040246904, -0.01856143040246904, -0.04244532492847137, -0.04244532492847137, -0.03309579998401343, -0.03309579998401343, -0.03333033589060238, -0.030898585210205533, -0.030898585210205533, -0.030898585210205533, -0.029671403291488443, -0.040635614218987134, -0.040635614218987134, -0.040635614218987134, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886], [-0.0022032412885315163, -0.0022032412885315163, 0.04046758978191888, 0.039816631401718025, 0.027784433888328054, 0.027784433888328054, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.013021298730770249, 0.013021298730770249, -0.01856143040246904, -0.01856143040246904, -0.04244532492847137, -0.04244532492847137, -0.03309579998401343, -0.03309579998401343, -0.03333033589060238, -0.030898585210205533, -0.030898585210205533, -0.030898585210205533, -0.029671403291488443, -0.040635614218987134, -0.040635614218987134, -0.040635614218987134, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886], [-0.0022032412885315163, -0.0022032412885315163, 0.04046758978191888, 0.039816631401718025, 0.027784433888328054, 0.027784433888328054, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.013021298730770249, 0.013021298730770249, -0.01856143040246904, -0.01856143040246904, -0.04244532492847137, -0.04244532492847137, -0.03309579998401343, -0.03309579998401343, -0.03333033589060238, -0.030898585210205533, -0.030898585210205533, -0.030898585210205533, -0.029671403291488443, -0.040635614218987134, -0.040635614218987134, -0.040635614218987134, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886], [-0.0022032412885315163, -0.0022032412885315163, 0.04046758978191888, 0.039816631401718025, 0.027784433888328054, 0.027784433888328054, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.027267869651664684, 0.013021298730770249, 0.013021298730770249, -0.01856143040246904, -0.01856143040246904, -0.04244532492847137, -0.04244532492847137, -0.03309579998401343, -0.03309579998401343, -0.03333033589060238, -0.030898585210205533, -0.030898585210205533, -0.030898585210205533, -0.029671403291488443, -0.040635614218987134, -0.040635614218987134, -0.040635614218987134, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886, -0.046417587902774886]], \"zmax\": 0.661370019690394, \"zmin\": -0.5097212434794212, \"type\": \"heatmap\"}], \"layout\": {\"title\": {\"text\": \"Age x Total_Bilirubin\"}, \"xaxis\": {\"title\": {\"text\": \"Age\"}}, \"yaxis\": {\"title\": {\"text\": \"Total_Bilirubin\"}}, \"template\": {\"data\": {\"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"barpolar\"}], \"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}, \"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"bar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram\": [{\"marker\": {\"pattern\": {\"fillmode\": \"overlay\", \"size\": 10, \"solidity\": 0.2}}, \"type\": \"histogram\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"type\": \"scatter\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}}}}], \"selector\": {\"columns\": [\"Name\", \"Type\", \"# Unique\", \"% Non-zero\"], \"data\": [{\"Name\": \"Age\", \"Type\": \"continuous\", \"# Unique\": 68.0, \"% Non-zero\": 1.0}, {\"Name\": \"Gender\", \"Type\": \"categorical\", \"# Unique\": 2.0, \"% Non-zero\": 1.0}, {\"Name\": \"Total_Bilirubin\", \"Type\": \"continuous\", \"# Unique\": 100.0, \"% Non-zero\": 1.0}, {\"Name\": \"Direct_Bilirubin\", \"Type\": \"continuous\", \"# Unique\": 74.0, \"% Non-zero\": 1.0}, {\"Name\": \"Alkaline_Phosphotase\", \"Type\": \"continuous\", \"# Unique\": 227.0, \"% Non-zero\": 1.0}, {\"Name\": \"Alamine_Aminotransferase\", \"Type\": \"continuous\", \"# Unique\": 131.0, \"% Non-zero\": 1.0}, {\"Name\": \"Aspartate_Aminotransferase\", \"Type\": \"continuous\", \"# Unique\": 158.0, \"% Non-zero\": 1.0}, {\"Name\": \"Total_Protiens\", \"Type\": \"continuous\", \"# Unique\": 56.0, \"% Non-zero\": 1.0}, {\"Name\": \"Albumin\", \"Type\": \"continuous\", \"# Unique\": 40.0, \"% Non-zero\": 1.0}, {\"Name\": \"Albumin_and_Globulin_Ratio\", \"Type\": \"continuous\", \"# Unique\": 59.0, \"% Non-zero\": 1.0}, {\"Name\": \"Alkaline_Phosphotase x Aspartate_Aminotransferase\", \"Type\": \"interaction\", \"# Unique\": NaN, \"% Non-zero\": NaN}, {\"Name\": \"Age x Alkaline_Phosphotase\", \"Type\": \"interaction\", \"# Unique\": NaN, \"% Non-zero\": NaN}, {\"Name\": \"Total_Bilirubin x Alkaline_Phosphotase\", \"Type\": \"interaction\", \"# Unique\": NaN, \"% Non-zero\": NaN}, {\"Name\": \"Direct_Bilirubin x Alamine_Aminotransferase\", \"Type\": \"interaction\", \"# Unique\": NaN, \"% Non-zero\": NaN}, {\"Name\": \"Direct_Bilirubin x Alkaline_Phosphotase\", \"Type\": \"interaction\", \"# Unique\": NaN, \"% Non-zero\": NaN}, {\"Name\": \"Total_Bilirubin x Alamine_Aminotransferase\", \"Type\": \"interaction\", \"# Unique\": NaN, \"% Non-zero\": NaN}, {\"Name\": \"Alkaline_Phosphotase x Alamine_Aminotransferase\", \"Type\": \"interaction\", \"# Unique\": NaN, \"% Non-zero\": NaN}, {\"Name\": \"Alkaline_Phosphotase x Albumin\", \"Type\": \"interaction\", \"# Unique\": NaN, \"% Non-zero\": NaN}, {\"Name\": \"Age x Alamine_Aminotransferase\", \"Type\": \"interaction\", \"# Unique\": NaN, \"% Non-zero\": NaN}, {\"Name\": \"Age x Total_Bilirubin\", \"Type\": \"interaction\", \"# Unique\": NaN, \"% Non-zero\": NaN}]}}, -1);\n",
              "    });\n",
              "\n",
              "    </script>\n",
              "    "
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Terdapat beberapa poin penting yang kita dapatkan dari pemodelan EBM:\n",
        "## Hal yang meningkatkan resiko penyakit liver:\n",
        "1. Umur yang semakin menua (diatas 38)\n",
        "2. Laki-laki \n",
        "3. Total Bilirubin yang tinggi (diatas 1.65)\n",
        "4. Direct Bilirubin yang tinggi (diatas 0.75)\n",
        "5. Alkaline Phoshotase yang tinggi (diatas 211)\n",
        "6. Alamine Aminotransferase yang  tinggi (diatas 62.5)\n",
        "7. Aspartate Aminotransferase (diatas 43.5)\n",
        "8. Protein dengan nilai diatas 8\n",
        "9. Albumin dengan nilai beresiko direntang 1 dan 3, dan dilanjutkan dengan nilai diatas 4.6. Dengan kata lain nilai Albumin direntang 3 dan 4.6 tergolong rendah resiko liver\n",
        "10. Rasio Albumin dan Globulin direntang 0.3 sampai 0.8, dan nilai diatas 1.76 termasuk yang meningkatkan resiko penyakit liver"
      ],
      "metadata": {
        "id": "MSm5T7OfzZaG"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from xgboost import XGBClassifier\n",
        "\n",
        "X['Gender'] = X['Gender'].map({'Male': 1, 'Female': 0})\n",
        "\n",
        "param_grid = [space.Integer(100, 1500, name='n_estimators'),\n",
        "              space.Integer(5, 16, name='max_depth'),\n",
        "              space.Real(0.0, 1.0, name='subsample'),\n",
        "              space.Real(0.1, 1.0, name='eta')]\n",
        "\n",
        "param_names = ['n_estimators', 'max_depth', 'subsample', 'eta']\n",
        "xgb_clf = XGBClassifier()\n",
        "hypertune_xgb = hypertune(xgb_clf, param_grid, param_names, X, y)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 575
        },
        "id": "6TlCFfp1yVFt",
        "outputId": "6f9705ff-9e3d-42a0-b397-dc5d1967e789"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 864x648 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    }
  ]
}