Notebook project.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "# Install PySpark"
      ],
      "metadata": {
        "id": "Nwc1-3NhpaeS"
      },
      "id": "Nwc1-3NhpaeS"
    },
    {
      "cell_type": "code",
      "source": [
        "!apt-get install openjdk-8-jdk-headless -qq > /dev/null\n",
        "!wget -q https://archive.apache.org/dist/spark/spark-3.0.0/spark-3.0.0-bin-hadoop3.2.tgz\n",
        "!tar xf spark-3.0.0-bin-hadoop3.2.tgz\n",
        "!pip install -q findspark\n",
        "\n",
        "!pip install geopandas"
      ],
      "metadata": {
        "id": "DtLBi3fjJFXb"
      },
      "id": "DtLBi3fjJFXb",
      "execution_count": 1,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "import os\n",
        "os.environ[\"JAVA_HOME\"] = \"/usr/lib/jvm/java-8-openjdk-amd64\"\n",
        "os.environ[\"SPARK_HOME\"] = \"/content/spark-3.0.0-bin-hadoop3.2\""
      ],
      "metadata": {
        "id": "dxBA_QtWJFZ5"
      },
      "id": "dxBA_QtWJFZ5",
      "execution_count": 2,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "import findspark\n",
        "findspark.init()\n",
        "from pyspark.sql import SparkSession\n",
        "# -------------------------------\n",
        "# Start Spark in LOCAL mode\n",
        "# -------------------------------\n",
        "\n",
        "#The following lines are just there to allow this cell to be re-executed multiple times:\n",
        "#if a spark session was already started, we stop it before starting a new one\n",
        "#(there can be only one spark context per jupyter notebook)\n",
        "try: \n",
        "    spark\n",
        "    print(\"Spark application already started. Terminating existing application and starting new one\")\n",
        "    spark.stop()\n",
        "except: \n",
        "    pass\n",
        "\n",
        "# Create a new spark session (note, the * indicates to use all available CPU cores)\n",
        "spark = SparkSession \\\n",
        "    .builder \\\n",
        "    .master(\"local[*]\") \\\n",
        "    .appName(\"demoRDD\") \\\n",
        "    .getOrCreate()\n",
        "    \n",
        "#When dealing with RDDs, we work the sparkContext object. See https://spark.apache.org/docs/latest/api/python/pyspark.html#pyspark.SparkContext\n",
        "sc=spark.sparkContext"
      ],
      "metadata": {
        "id": "YMGBoMd2JFcV"
      },
      "id": "YMGBoMd2JFcV",
      "execution_count": 3,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# check that we have a working spark context, print its configuration\n",
        "sc._conf.getAll()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "wOUI_gfsJFfK",
        "outputId": "18e70c0b-b478-42b5-cb0c-2954922e96ef"
      },
      "id": "wOUI_gfsJFfK",
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "[('spark.app.id', 'local-1642799740817'),\n",
              " ('spark.driver.port', '34847'),\n",
              " ('spark.rdd.compress', 'True'),\n",
              " ('spark.serializer.objectStreamReset', '100'),\n",
              " ('spark.driver.host', 'f4d9509b4572'),\n",
              " ('spark.master', 'local[*]'),\n",
              " ('spark.submit.pyFiles', ''),\n",
              " ('spark.executor.id', 'driver'),\n",
              " ('spark.submit.deployMode', 'client'),\n",
              " ('spark.ui.showConsoleProgress', 'true'),\n",
              " ('spark.app.name', 'demoRDD')]"
            ]
          },
          "metadata": {},
          "execution_count": 4
        }
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "id": "109938c4",
      "metadata": {
        "id": "109938c4"
      },
      "outputs": [],
      "source": [
        "#This is needed to start a Spark session from the notebook\n",
        "#You may adjust the memory used by the driver program based on your machine's settings\n",
        "import os \n",
        "from pyspark.sql import SparkSession\n",
        "\n",
        "import urllib\n",
        "import os\n",
        "from matplotlib import pyplot as plt\n",
        "\n",
        "import pandas as pd\n",
        "from shapely.geometry import Point, Polygon, shape\n",
        "import shapely.speedups\n",
        "import geopandas as gpd\n",
        "shapely.speedups.enable() # this makes some spatial queries run faster\n",
        "from shapely import wkt\n",
        "from pyspark.sql.functions import *\n",
        "from pyspark.sql.types import StringType, IntegerType, FloatType, DoubleType,DecimalType\n"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "soxPq0rFJFiU",
        "outputId": "2dafd86e-9049-4469-f093-6d046f933fed"
      },
      "id": "soxPq0rFJFiU",
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Mounted at /content/drive\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Question 1"
      ],
      "metadata": {
        "id": "0aOmE0HQ-LfJ"
      },
      "id": "0aOmE0HQ-LfJ"
    },
    {
      "cell_type": "code",
      "source": [
        "df = pd.read_csv('/content/drive/MyDrive/drivers_point.csv')\n",
        "print(df.shape) # nb line/col\n",
        "\n",
        "df['geometry'] = df['geometry'].apply(wkt.loads)\n",
        "df = df.drop('Unnamed: 0', axis = 1)\n",
        "gdf_points = gpd.GeoDataFrame(df).set_geometry('geometry')\n",
        "\n",
        "plot = gdf_points.plot()\n",
        "display(plot)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 300
        },
        "id": "-DKSPt8H_QWl",
        "outputId": "256730e8-4227-4ff8-8ab9-ab8a442030b4"
      },
      "id": "-DKSPt8H_QWl",
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(307386, 4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f47ee529390>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": "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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "df = pd.read_csv('/content/drive/MyDrive/zones_poly.csv')\n",
        "print(df.shape) # nb line/col\n",
        "\n",
        "df['geometry'] = df['geometry'].apply(wkt.loads)\n",
        "gdf_zones = gpd.GeoDataFrame(df).set_geometry('geometry')\n",
        "\n",
        "plot = gdf_zones.plot()\n",
        "display(plot)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 300
        },
        "id": "W4KcpQDC-LA5",
        "outputId": "30532cd8-b425-4d19-f25f-416e5a75b58f"
      },
      "id": "W4KcpQDC-LA5",
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(51, 3)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f79877a6cd0>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": "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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "drivers = spark.read.csv('/content/drive/MyDrive/drivers.csv', header=True, inferSchema=True)\n",
        "# print(drivers.count()) # nb line\n",
        "\n",
        "# drivers.show()"
      ],
      "metadata": {
        "id": "HonEnm6_-P2C"
      },
      "id": "HonEnm6_-P2C",
      "execution_count": 9,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "def find_intersection(longitude, latitude): \n",
        "    mgdf = gdf_zones.apply(lambda x: x['id_zone'] if x['geometry'].intersects(Point(latitude, longitude)) else None, axis=1)\n",
        "    idx = mgdf.first_valid_index()\n",
        "    first_valid_value = mgdf.loc[idx] if idx is not None else 0\n",
        "    return int(first_valid_value)\n",
        "\n",
        "find_intersection_udf = udf(find_intersection, IntegerType())"
      ],
      "metadata": {
        "id": "fhcfiEd8-WUZ"
      },
      "id": "fhcfiEd8-WUZ",
      "execution_count": 10,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "drivers = drivers.withColumn(\"id_zone\", find_intersection_udf(col(\"longitude\"), col(\"latitude\")))\n",
        "# print(drivers.count()) # nb line\n",
        "\n",
        "# drivers.show() \n",
        "# drivers.toPandas().to_csv('drivers_with_zones.csv')"
      ],
      "metadata": {
        "id": "RS2Qb5Fx-aZs"
      },
      "id": "RS2Qb5Fx-aZs",
      "execution_count": 11,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "drivers.groupby('id_zone').count().sort(col('count').desc()).show()"
      ],
      "metadata": {
        "id": "QD6E8m5ppVDI"
      },
      "id": "QD6E8m5ppVDI",
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "id": "bce3d04b",
      "metadata": {
        "id": "bce3d04b"
      },
      "source": [
        "# Question 2"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "id": "daa7776f",
      "metadata": {
        "id": "daa7776f"
      },
      "outputs": [],
      "source": [
        "from pyspark.sql.functions import lag, col\n",
        "from pyspark.sql.window import Window\n",
        "\n",
        "w = Window().partitionBy().orderBy([\"driver\",\"timestamp\"])\n",
        "drivers = drivers.withColumn(\"previous_timestamp\", lag(\"timestamp\", 1, None).over(w))\n",
        "drivers = drivers.withColumn(\"previous_latitude\", lag(\"latitude\", 1, 0).over(w))\n",
        "drivers = drivers.withColumn(\"previous_longitude\", lag(\"longitude\", 1, 0).over(w))\n",
        "\n",
        "drivers = drivers.na.drop() # Drop na (eg first row of each driver_id)"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import geopy.distance\n",
        "\n",
        "# From Haversine formula : https://en.wikipedia.org/wiki/Haversine_formula\n",
        "'''\n",
        "Results nearly the same :\n",
        "For instance :  \n",
        "   - geopy.distance.distance((-12.024073, -77.008618),(-12.025772,-77.015158)).km = 737 m\n",
        "   - With Haversine formula = 736 m\n",
        "\n",
        "Or :\n",
        "   - geopy.distance.distance((-12.012207, -77.002409), (-12.024073, -77.008618)).km = 1.477 km\n",
        "   - With Haversine formula = 1.482 km\n",
        "'''\n",
        "\n",
        "drivers = drivers.withColumn(\"computation_for_distances\", \n",
        "                   pow(sin(toRadians(drivers.latitude - drivers.previous_latitude) / 2), 2) + cos(toRadians(drivers.previous_latitude)) * cos(toRadians(drivers.latitude)) * pow(sin(toRadians(drivers.longitude - drivers.previous_longitude) / 2), 2)\n",
        "                   )\n",
        "\n",
        "# Calculate the distance\n",
        "drivers = drivers.withColumn(\"distance_km_from_previous\", \n",
        "                             atan2(sqrt(drivers.computation_for_distances), sqrt(-drivers.computation_for_distances + 1)) * 2 * 6371\n",
        "                             )"
      ],
      "metadata": {
        "id": "vxPSx2JbaB8b"
      },
      "id": "vxPSx2JbaB8b",
      "execution_count": 18,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Calculate the duration\n",
        "drivers = drivers.withColumn(\"duration_hour_from_previous\", \n",
        "                            (col(\"timestamp\").cast(\"long\") - col(\"previous_timestamp\").cast(\"long\"))/3600\n",
        "                            )\n",
        "# Calculate the speed\n",
        "drivers = drivers.withColumn(\"speed_km_h_from_previous\", \n",
        "                   drivers.distance_km_from_previous/ drivers.duration_hour_from_previous\n",
        "                  )"
      ],
      "metadata": {
        "id": "qzOKwp9zzvI2"
      },
      "id": "qzOKwp9zzvI2",
      "execution_count": 19,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "\n",
        "\n",
        "# Speed grouped by driver_id"
      ],
      "metadata": {
        "id": "3-sAokjFA1lq"
      },
      "id": "3-sAokjFA1lq"
    },
    {
      "cell_type": "code",
      "source": [
        "# Calculate the speed of each driver\n",
        "drivers_id_groupby = drivers.groupby('driver').agg(sum('distance_km_from_previous').alias('sum_distance_km'), \\\n",
        "                                                     min(\"timestamp\").alias(\"start_timestamp\"), \\\n",
        "                                                     max(\"timestamp\").alias(\"end_timestamp\"))\n",
        "drivers_id_groupby.show()"
      ],
      "metadata": {
        "id": "fOTqn_Wa7EBB",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "0febc79c-60da-4774-f977-f0d620d26ee3"
      },
      "id": "fOTqn_Wa7EBB",
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "+--------+------------------+-------------------+-------------------+\n",
            "|  driver|   sum_distance_km|    start_timestamp|      end_timestamp|\n",
            "+--------+------------------+-------------------+-------------------+\n",
            "|000aa4d2|30.818162326734562|2017-08-31 14:51:01|2017-08-31 16:59:53|\n",
            "|001b6172|30.311152421081214|2017-08-31 15:32:06|2017-08-31 16:59:41|\n",
            "|00219be2|30.153481360627787|2017-08-31 16:21:42|2017-08-31 16:59:54|\n",
            "|0022cc1b|26.416079078646394|2017-08-31 16:23:46|2017-08-31 16:51:00|\n",
            "|0022f5ae|47.830053033597146|2017-08-31 12:00:16|2017-08-31 16:59:39|\n",
            "|0024001c| 59.70517202348222|2017-08-31 12:56:44|2017-08-31 16:47:22|\n",
            "|002b543c|15.026920602146275|2017-08-31 15:37:39|2017-08-31 16:22:34|\n",
            "|00306389| 50.12580163420855|2017-08-31 15:22:19|2017-08-31 16:59:55|\n",
            "|0032c785| 38.95141438152853|2017-08-31 13:55:52|2017-08-31 16:59:56|\n",
            "|003767cc| 25.35680900594882|2017-08-31 15:38:26|2017-08-31 16:59:50|\n",
            "|0037c705|58.854145952943846|2017-08-31 12:03:37|2017-08-31 16:59:41|\n",
            "|0038cfc9|12.898962419535273|2017-08-31 12:15:58|2017-08-31 12:16:28|\n",
            "|003ae775| 36.10249758192227|2017-08-31 12:33:56|2017-08-31 13:47:47|\n",
            "|003e4814| 37.95628372242717|2017-08-31 12:59:57|2017-08-31 16:59:54|\n",
            "|003ee476| 54.29262732976062|2017-08-31 12:00:22|2017-08-31 16:59:47|\n",
            "|003fa137| 63.33392246318507|2017-08-31 13:29:53|2017-08-31 16:59:57|\n",
            "|004325cc|3.2778353710829884|2017-08-31 16:49:20|2017-08-31 16:59:18|\n",
            "|004655be| 40.43242244952932|2017-08-31 14:18:42|2017-08-31 16:59:52|\n",
            "|004721ca|24.508197151377143|2017-08-31 12:00:10|2017-08-31 13:28:37|\n",
            "|004725b8| 42.76044702223782|2017-08-31 12:52:25|2017-08-31 14:47:39|\n",
            "+--------+------------------+-------------------+-------------------+\n",
            "only showing top 20 rows\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "drivers_id_groupby = drivers_id_groupby.withColumn(\"duration_hour\", \n",
        "                                            (col(\"end_timestamp\").cast(\"long\") - col(\"start_timestamp\").cast(\"long\"))/3600\n",
        "                                            )\n",
        "\n",
        "drivers_id_groupby = drivers_id_groupby.withColumn(\"speed\", \n",
        "                                            drivers_id_groupby.sum_distance_km/drivers_id_groupby.duration_hour\n",
        "                                            )\n",
        "drivers_id_groupby.select(['driver', 'speed']).show()"
      ],
      "metadata": {
        "id": "KON7xJMJ8RG1",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "8650b394-fead-4a93-e011-87707213719e"
      },
      "id": "KON7xJMJ8RG1",
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "+--------+------------------+\n",
            "|  driver|             speed|\n",
            "+--------+------------------+\n",
            "|000aa4d2|14.348859852075067|\n",
            "|001b6172|20.765014027762582|\n",
            "|00219be2| 47.36148904810647|\n",
            "|0022cc1b| 58.19943983055509|\n",
            "|0022f5ae|  9.58571457556921|\n",
            "|0024001c|15.532491637847665|\n",
            "|002b543c|20.073066481531203|\n",
            "|00306389| 30.81504198824296|\n",
            "|0032c785|12.696947824475073|\n",
            "|003767cc|18.690522608807484|\n",
            "|0037c705|11.927208141781009|\n",
            "|0038cfc9|1547.8754903442327|\n",
            "|003ae775| 29.33175158991654|\n",
            "|003e4814|  9.49104823232186|\n",
            "|003ee476|10.879680400063357|\n",
            "|003fa137| 18.08966366768218|\n",
            "|004325cc| 19.73278818712167|\n",
            "|004655be|15.052401325574515|\n",
            "|004721ca|16.625119605230395|\n",
            "|004725b8| 22.26462384727454|\n",
            "+--------+------------------+\n",
            "only showing top 20 rows\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Saving\n",
        "# drivers_id_groupby.toPandas().to_csv('drivers_id_groupby.csv')"
      ],
      "metadata": {
        "id": "SGSoBDO1Ykej"
      },
      "id": "SGSoBDO1Ykej",
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "driver_df = pd.read_csv('/content/drive/MyDrive/drivers_id_groupby.csv')\n",
        "driver_df"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 423
        },
        "id": "lojO-VTBGDdA",
        "outputId": "2e831afb-4986-4baa-b0aa-0c627dbc02cd"
      },
      "id": "lojO-VTBGDdA",
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "\n",
              "  <div id=\"df-b752dc4c-907f-4c8a-bbd7-851e3e0e7696\">\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>Unnamed: 0</th>\n",
              "      <th>driver</th>\n",
              "      <th>sum_distance_km</th>\n",
              "      <th>start_timestamp</th>\n",
              "      <th>end_timestamp</th>\n",
              "      <th>duration_hour</th>\n",
              "      <th>speed</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>0</td>\n",
              "      <td>000aa4d2</td>\n",
              "      <td>30.887439</td>\n",
              "      <td>2017-08-31 14:50:49</td>\n",
              "      <td>2017-08-31 16:59:53</td>\n",
              "      <td>2.151111</td>\n",
              "      <td>14.358830</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>1</td>\n",
              "      <td>001b6172</td>\n",
              "      <td>30.311152</td>\n",
              "      <td>2017-08-31 15:32:06</td>\n",
              "      <td>2017-08-31 16:59:41</td>\n",
              "      <td>1.459722</td>\n",
              "      <td>20.765014</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>2</td>\n",
              "      <td>00219be2</td>\n",
              "      <td>30.153481</td>\n",
              "      <td>2017-08-31 16:21:42</td>\n",
              "      <td>2017-08-31 16:59:54</td>\n",
              "      <td>0.636667</td>\n",
              "      <td>47.361489</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>3</td>\n",
              "      <td>0022cc1b</td>\n",
              "      <td>26.416079</td>\n",
              "      <td>2017-08-31 16:23:46</td>\n",
              "      <td>2017-08-31 16:51:00</td>\n",
              "      <td>0.453889</td>\n",
              "      <td>58.199440</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>4</td>\n",
              "      <td>0022f5ae</td>\n",
              "      <td>47.830053</td>\n",
              "      <td>2017-08-31 12:00:16</td>\n",
              "      <td>2017-08-31 16:59:39</td>\n",
              "      <td>4.989722</td>\n",
              "      <td>9.585715</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14647</th>\n",
              "      <td>14647</td>\n",
              "      <td>f7dbb0f4</td>\n",
              "      <td>52.810802</td>\n",
              "      <td>2017-08-31 12:14:51</td>\n",
              "      <td>2017-08-31 16:59:49</td>\n",
              "      <td>4.749444</td>\n",
              "      <td>11.119364</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14648</th>\n",
              "      <td>14648</td>\n",
              "      <td>f91369ba</td>\n",
              "      <td>11.129814</td>\n",
              "      <td>2017-08-31 12:02:38</td>\n",
              "      <td>2017-08-31 13:33:27</td>\n",
              "      <td>1.513611</td>\n",
              "      <td>7.353153</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14649</th>\n",
              "      <td>14649</td>\n",
              "      <td>fa2ea060</td>\n",
              "      <td>53.975809</td>\n",
              "      <td>2017-08-31 12:33:12</td>\n",
              "      <td>2017-08-31 16:01:45</td>\n",
              "      <td>3.475833</td>\n",
              "      <td>15.528883</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14650</th>\n",
              "      <td>14650</td>\n",
              "      <td>fad5e2f5</td>\n",
              "      <td>22.710066</td>\n",
              "      <td>2017-08-31 14:08:36</td>\n",
              "      <td>2017-08-31 14:21:31</td>\n",
              "      <td>0.215278</td>\n",
              "      <td>105.491918</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14651</th>\n",
              "      <td>14651</td>\n",
              "      <td>fde6aef2</td>\n",
              "      <td>49.053366</td>\n",
              "      <td>2017-08-31 14:55:36</td>\n",
              "      <td>2017-08-31 16:07:22</td>\n",
              "      <td>1.196111</td>\n",
              "      <td>41.010710</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>14652 rows × 7 columns</p>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-b752dc4c-907f-4c8a-bbd7-851e3e0e7696')\"\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-b752dc4c-907f-4c8a-bbd7-851e3e0e7696 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-b752dc4c-907f-4c8a-bbd7-851e3e0e7696');\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",
              "  "
            ],
            "text/plain": [
              "       Unnamed: 0    driver  ...  duration_hour       speed\n",
              "0               0  000aa4d2  ...       2.151111   14.358830\n",
              "1               1  001b6172  ...       1.459722   20.765014\n",
              "2               2  00219be2  ...       0.636667   47.361489\n",
              "3               3  0022cc1b  ...       0.453889   58.199440\n",
              "4               4  0022f5ae  ...       4.989722    9.585715\n",
              "...           ...       ...  ...            ...         ...\n",
              "14647       14647  f7dbb0f4  ...       4.749444   11.119364\n",
              "14648       14648  f91369ba  ...       1.513611    7.353153\n",
              "14649       14649  fa2ea060  ...       3.475833   15.528883\n",
              "14650       14650  fad5e2f5  ...       0.215278  105.491918\n",
              "14651       14651  fde6aef2  ...       1.196111   41.010710\n",
              "\n",
              "[14652 rows x 7 columns]"
            ]
          },
          "metadata": {},
          "execution_count": 15
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import plotly.express as px\n",
        "fig = px.box(driver_df, y=\"speed\")\n",
        "fig.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 542
        },
        "id": "N8PJHQkCGwq6",
        "outputId": "ed4d4b2a-1fb6-4a80-8069-6802325104a0"
      },
      "id": "N8PJHQkCGwq6",
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
              "<html>\n",
              "<head><meta charset=\"utf-8\" /></head>\n",
              "<body>\n",
              "    <div>\n",
              "            <script src=\"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-AMS-MML_SVG\"></script><script type=\"text/javascript\">if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}</script>\n",
              "                <script type=\"text/javascript\">window.PlotlyConfig = {MathJaxConfig: 'local'};</script>\n",
              "        <script src=\"https://cdn.plot.ly/plotly-latest.min.js\"></script>    \n",
              "            <div id=\"91219466-8a7f-4a31-86b4-4ec062171f28\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
              "            <script type=\"text/javascript\">\n",
              "                \n",
              "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
              "                    \n",
              "                if (document.getElementById(\"91219466-8a7f-4a31-86b4-4ec062171f28\")) {\n",
              "                    Plotly.newPlot(\n",
              "                        '91219466-8a7f-4a31-86b4-4ec062171f28',\n",
              "                        [{\"alignmentgroup\": \"True\", \"hoverlabel\": {\"namelength\": 0}, \"hovertemplate\": \"speed=%{y}\", \"legendgroup\": \"\", \"marker\": {\"color\": \"#636efa\"}, \"name\": \"\", \"notched\": false, \"offsetgroup\": \"\", \"orientation\": \"v\", \"showlegend\": false, \"type\": \"box\", \"x0\": \" \", \"xaxis\": \"x\", \"y\": [14.358830310518833, 20.765014027762586, 47.36148904810647, 58.19943983055509, 9.585714575569211, 15.532491637847665, 20.073066481531203, 30.81504198824296, 12.696947824475071, 18.690522608807484, 11.927208141781009, 1547.8754903442327, 29.33175158991654, 9.491048232321859, 10.879680400063355, 18.08966366768218, 19.732788187121674, 15.052401325574515, 16.625119605230392, 22.26462384727454, 15.095093581733828, 86.33098646488303, 14.478144341741366, 3.329957312242497, 187.86603880268683, 231.10042404245067, 77.1961201224729, 11.002583867995426, 17.795591431131236, 16.405255640513815, 19.26655990548133, 94.6106032660117, 24.91530007165891, 24.634570225419456, 15.157009727849216, 12.989707260739419, 20.79234110833971, 27.38937907226569, 20.051134111482533, 15.150761808144207, 41.000219590474416, 25.753831213427528, 12.814724071908831, 18.657775252917602, 9.175915899684878, 39.49198791127683, 20.0018193260434, 20.26415903826211, 25.14198721560915, 17.680163127134875, 17.04865979709378, 8.720571468906012, 19.18723048815073, 18.90275077935534, 19.24865956070344, 6.836787596736994, 89.0521202618577, 12.858020327532234, 73.4144452695722, 25.145142486632466, 16.199716179572533, 15.242756859457092, 6.203089226800411, 10.919906808118915, 13.617988563047303, 32.57819546442481, 85.86698747810287, 9.920702833464755, 30.80199477741429, 15.393188429108141, 9.851872986718444, 305.80169172545124, 373.3875689025296, 35.2037964525419, 13.870677422964466, 11.051260416621776, 9.974462774591627, 14.018679317973994, 27.73406422409629, null, 15.436801779932098, 17.233891759446937, 15.656309754912664, 22.973768262991104, 7.955380564582327, 8.021376439502474, 15.84517532645211, null, 13.015726919987124, 1807.1075056237573, 9.32487288518086, 8.470576061679957, 387.84687160378036, 10.085195229225175, 15.12453104613395, 37.557223857731316, 17.22649700233953, 16.80261480807335, 12.865620939274411, 14.97230183259582, 9.874648876755707, 11.664890633512512, 9.41582409487036, 25.789991482423467, 17.514296665559172, 34.31204418985912, 13.826018412434474, 16.27633841990242, 403.93907295357866, 1379.7904753397765, 40.388626076560996, 14.819722180575592, 8.84003186209112, 64.70472662429901, 23.258850900168706, 5.799869211946738, 5.76784094437724, 14.001529251177885, 12.20308194125976, 21.399602753211948, 22.84214111342387, 36.04698902630098, 23.97647940598012, 14.680855428966918, 6.811165719046757, null, 10.487214202165074, 15.624690549021187, 13.850441819596893, 8.453422791817937, 30.63280842666467, 16.368146920181875, 17.07099216458425, 8.211680792851865, 18.4331218692556, 1485.5674691778788, 144.9898256508734, 17.832435449223823, 7.926836335655067, 4.227771189253383, 97.11426702508452, 608.7781841528334, 12.666430121993704, 303.96107366255137, 932.6379319377553, 227.99284434879127, 13.135678260340011, 15.261587227236873, 70.59784119575698, 32.564155655190696, null, 35.918767908102495, 22.500250696888948, 16.505769124132243, null, 19.17570547155463, 20.927789256506887, 16.196866132640373, 184.3034058239179, 18.406636386020466, 23.78071240026813, 22.65319964752519, 1108.9269636217014, 39.21522497977549, 13.725656708998551, 12.776106226209796, 20.923483713112017, 13.52034920861511, 12.71032743421593, 4.2129950459357675, 17.694595510159644, 11.243459890233856, 9.426708485096274, 23.97322577036793, 14.589841815628045, null, 17.59301100389364, 16.36866516708425, 11.166329972711516, 17.493454921202876, 19.653368819209124, 22.951709818854173, 49.3064577999788, 19.540589323759264, 19.212629812580932, 8.41586570927646, 15.13802521871958, 11.88147038836715, 21.0489259181037, 11.529351062061615, 16.165012168542233, 863.5799987402456, 343.89346752821587, 13.836669745045235, 18.48136437540895, 15.942784958012586, 11.918935404730506, 24.37554762817253, 16.15592861951308, 27.318570856092965, 13.460603346752286, 14.983750358335936, 18.61398950402504, 14.377322819333848, 16.655471989815876, 14.749048880541832, 20.6046374024948, 15.224480060559564, 13.418513367204024, 11.954773698721313, 11.800585482447419, 12.806043053099165, 199.78684821228347, 164.89124695345612, 18.899882931441844, 25.414898249537888, 10.863214546176374, 5.914161329290738, 13.83078333002702, 14.485257770438881, 16.74455960405223, 481.2105971481757, 1215.0685175997328, 115.34277722218258, 10.247271318229323, 11.899481336550881, 11.379950384881036, 14.993869986140993, 15.174509193346124, 21.868526525395087, 8.07423987541115, 13.689404499240947, 13.949015460935756, 16.67571071987431, 15.643750679705436, 22.05712802374946, 19.710838469854536, 19.16686217731005, 16.968857321909372, 12.689196572063189, 8.65515941240856, 8.921727967403347, 10.686985605043963, 17.919276360659676, 27.12951380437007, 20.036404189246763, 14.662328292638295, 14.999818740964036, 10.353780553199934, 8.76191973242858, 10.343417089605321, 15.193354181858576, 14.419122622051535, 15.482977786743698, 53.537008025284976, 29752.714567350547, 267.787303083894, 836.4525045160962, 44.80694470288004, 41.42794897473682, 17.743801127916022, 9.032740054825027, 15.444041463583947, 19.122471385896112, 19.99021387488348, 11.17019639292619, 21.12575719331808, 12.643362522128415, 13.269357516304595, 23.469443178364948, 17.385371552309426, 14.600792629041614, 16.183036389046517, 12.518126758133965, 20.20580701647912, 27.66323870245277, 14.10147008793318, 26.31937101874141, 10.012354632384444, 953.331552365054, 18.46883163120008, 30.591844207204357, 17.391060531515222, 744.0015693396381, 43.94914455731128, 17.236195343390182, 13.046663940507052, 14.107329976602404, 13.011109102224257, 16.406311046595672, 12.469647651843276, 273.64799878694265, null, 21.414754047194474, 13.720915965698929, null, 18.7331935809031, 17.90420415593636, 3.886980984433031, 8.201043748969353, 44.24193508776365, 13.143477442689544, 22.822331374719173, 13.030880337944375, 26.365364149718165, 12.405878792271874, 6.916936742103284, 17.6164812591001, 32.026011207311356, 17.92270297977002, 16.35908261351138, 9.286394868551293, 9.000659312955156, 5.1524668282070945, 13.659977180898295, 20.628752894311045, 10.044490495832584, 275.22055838538387, 23.31831064707704, 12.761522138340403, 35.55060503684568, 65.36920964145519, 15.632639294180764, 36.436242130951335, 20.063253146095718, 21.550390322543265, 9.262620772984386, 16.97387738453924, 10.912971763005505, 638.0826545553198, 356.4802634331465, 13.390348188861244, 17.18138242504953, 24.90236744896093, 13.626678972343091, 84.30920101874645, 8.005703457357294, 19.420657524172487, 9.626480449995023, 7.111139058216255, 20.362591714554235, 20.824371824979078, 13.371810451623011, 14.603254347112946, 27.86510741949905, 17.5916276752563, 21.13373457961136, 37.31769093281228, 17.236763326475188, null, 41.386382118782294, 6.286771905285707, 19.783233301749693, 13.887852356678215, 9.123035375076359, 10.751336749844675, 23.39389175250741, 16.682690150006778, 28.063829675064632, 78.49216787149666, 13.593915756495614, 12.604130836959627, 17.027495050081473, 13.694914328671961, 10.608508789031612, 9.849152713834552, null, 13.923468589090533, 6.453549779700736, 10.62160973148491, 14.130749352534973, 14.137857026296427, 9.877546124993977, 13.573022001031113, 18.19105608836899, 4.677466840189143, 13.814870177860744, 18.0571194328004, 11.243835226677316, 50.07519715942197, 27.46554302228873, 22.246841642526928, 10.396575539061004, 10.546186053121533, 17.488242069244944, 25.85788283515049, 6.47582403895616, 9.543769551536103, 11.881597368544474, 257.0526470486444, 16.75050464480174, 5.757436002866872, 207.0555299433884, 3532.101191344961, 8.809572404204475, 23.07103357507259, 20.25445698936089, 11.693345802211757, 33.54344921481459, 9.270374162579992, 13.289182517685216, 8.400426127988883, 22.92261491164673, 37.09509673667283, 23.306765825203037, 14.099142502884062, 35.89511129201465, 27.32076158265615, 15.010847497015192, 15.72112772242987, 11.995147108169592, 163.52786508122406, 169.6756209158582, 11.250796179559948, 31.196960419569816, 31.09877641593561, 263.4650962699916, 225.36804197042088, 9.712867467749193, 21.140730364239875, 16.056043530827314, 14.62895388490169, 19.60930172596097, 23.937257843713127, 9.847919641453958, 16.892319924944065, 16.568755504724773, 13.756446540772721, 27.457992431545488, 19.953655093603547, 15.567379540647444, 297.5684786568516, 19.10496887238972, 54.48574677149682, 18.311254392324468, 14.088521407946553, 24.892915132845758, 15.685324414234051, 5.772472718993305, 354.53132361398787, 10.479756004722288, 17.035092084222278, 94.56055145087149, 10.06574923621319, 29.03700651530654, 13.893535147409786, 17.650606499842308, 15.435132377292463, null, 25.48665220035541, 743.0451342315666, 799.3874357907573, 6.887494296633776, 14.018069487430749, 22.586512964483124, 11.008503395587416, 2665.678663570849, 13.900864432465667, 5.088125179170999, 8.958782914176432, 9.909144405886094, 10.459655074363203, 25.489416850927995, 10.393686668224376, 10.244513816067943, 13.332480129141274, 9.645571442123616, 19.174822234626074, 17.449210236453016, 13.068057771746046, 22.44888576321408, 9.969029914221707, 19.96193652785464, 17.450352344119693, 14.260751038074211, 249.60883950070945, 16.771065170365542, 12.29037399530401, 5.96603612204075, 48.58350965400264, 79.89629291469932, 25.649420441060514, 11.24365582727417, 12.343956596298733, 10.809081059315863, 8.892567299412635, 12.507861523676226, 16.441418470746857, 15.946280974741885, 15.20509950065331, 4.404176707529716, 10.31301484791268, 37.74262150881679, 7.446759876868489, 92.77346139812354, 31.239449087805887, 17.287023034285127, 48.268137445090474, 21.27842924813736, 21.739628686345238, 23.16901201168183, 10.969121088582249, 14.048039201225336, 8.934229746632932, 21.072980110020143, 24.42312801565425, 13.374734801050934, 19.792322586858067, 16.498911494734426, 14.837731264911547, 14.143089566453492, 15.46456203678352, 89.4721163603523, 25.209260695777463, 13.022564903737733, 15.526490196955226, 10.536560563462908, 9.076478552565575, 11.412938117343128, 17.429505087868876, 12.083394246295937, 12.898211434086795, 16.42927484718119, 14.157932415950839, 18.685924140955805, 10.480933121057278, 41.76768884561459, 14.384270332957618, 394.4137326481513, 1528.8820148199286, 31.567621147878658, 74.00648927445616, 489.99096568254737, 55.33246545475289, 8.24625641576071, 23.26360647157216, 21.86463093240232, 32.91919119126662, 3.4213004297531278, 10.621889571860095, 397.562303293216, 14.608965389100645, 16.960090926445933, 4.53840842290209, 23.20319432964849, 11.062011088138897, 56.21545476421571, 12.598844702822129, 23.080026230632587, 70.52512764804683, 53.37550956149105, 9.727005152738627, 8.605793509456294, 11.312745765928476, 17.227934331870824, 4.855352602854215, 5.819812266709389, 10.220839835027133, 10.863441581674703, 10.537739152714408, 17.15700218550028, 13.556360068289493, 13.537639476171355, 15.265071577700038, 2.105577230115527, 12.806212785759476, 21.486513278171717, 484.5998604823194, 11.48242174350734, 13.05419255286687, 12.986212379946027, 11.331769634110358, 18.721609366120067, 10.24337446966454, 9.135574798070355, 764.7451415954413, 15.76614210203316, 26.156123564801568, 19.055182982746057, 13.297359081212711, 15.930799258746465, 8.869515925159494, 13.18583908449419, 12.705054425403695, 8.58462979675096, 10.831517709667203, 16.010589038926984, 16.88900622499136, 23.19585101148959, 984.5002237298853, 33.479508518637346, 49.45916444539871, 12.256104804110501, 18.528262380727455, 100.78615476026265, 18.974390623536774, 22.252212406242347, 26.71350886985969, 13.577866466758108, 12.737580983941687, 23.80925922315539, 19.147098667140593, 10.88645730887572, 9.62608271934418, 15.389745975971572, 18.051664385008813, 15.32924312791694, 75.73239643857593, 36.722816930878224, 21.414576218713048, 11.522285050767346, 16.49461152513301, 13.405917380081213, 16.979319213001542, 14.664194192915902, 716.6690072750407, 23.596809127106923, 16.10463947112369, 16.315582988671373, 12.0879997812926, 23.40526410908509, 10.482318743373613, 25.071151037004167, 8.967256548064663, 4.008605585150454, 12.727285505589125, 6.654456652721219, 17.223013642188132, 15.243070831195213, 17.641443039962525, 39.55717111497968, 22.85419085665031, 150.30519600916253, 11.165503967782048, 103.51173564324776, 14.489049147136063, 21.178536105160557, 9.9139895432925, 17.418599752156524, 19.29753389088831, 56.97298656159057, 24.99878302267252, 23.196764134779205, 10.117778415771776, 19.698548664874874, 14.107860610814214, 18.875215815283, 9.982854015641744, 8.758090988731555, 17.828912185057014, 17.936229300024088, 199.18812653482516, 11.308483526361627, 212.65181003497128, 13.183022044598044, 18.8811868475849, 9.29502496033589, 6.930645456993568, 14.412120619232883, 28.93209642053277, 3.0624358764174078, 17.16079010396329, 9.625029059670911, 24.350006300466784, 27.263262717880462, 16.82932350618421, 30.59043495703473, 9.740597913801992, 8.956881630851926, 15.609596286619462, 11.283113688903285, 12.780748278504175, 9.024678671519764, 29600.04404786067, 194.1869207287336, 20.63387483507189, 24.08936751974388, 13.085606410910795, 12.437640041987422, 14.88792914713722, 37.218542487660066, 23.02215441554711, 21.88051862184092, 19.472065192899034, 18.82303924587097, 15.725983720773685, 102.3718328286788, 16.307229953911957, 144.13759040682982, 13.268020862169873, 12.197908610278127, 54.02022643293578, 15.924403837964904, 15.344284859854415, 14.859804056854415, 31.385761998111402, 10.342493214748966, 42.30397890512091, 11.301279702607438, 141.38718038724014, 11468.06681130072, 260.7922259565256, 19.96456448780389, 14.578757024842574, 11.39340866723274, 26.195397379913253, 21.409000208112666, 13.373334225908424, 21.837249155795792, 12.233100793841231, 8.518790222300767, 9.137328704138774, 6.104426643721809, 10.230400647652617, 32.28217973290986, 17.214764552106914, 20.249366556533165, 26.416180287879442, 18.720284370676577, 19.574518500773376, 13.003216320716716, 14.497529820258734, 18.18222769612929, 28.569266469351916, 63.981599502233344, 24.062385350855514, 8.521629137387187, 10.540325271296249, 1928.5083639135328, 12.714050366921859, 17.619667461215858, 13.764254702929435, 24.57264959330914, 16.367334230635525, 10.940534860769937, 18.038268497590963, 14.501264950397944, 16.089717740085074, 11.12515328792645, 16.231101166189653, 10.724879509265897, 10.67647693437713, 16.486422310617552, 26.146601793496572, 21.54236189724203, 7.058950638066535, 11.854263520781839, 11.12808953181906, 14.712405005413036, 10.43304598511201, 17.627103787804252, 48.2847220823254, 19.62501441672755, 710.1686594145888, 35.26134561081249, 10.413940838662148, 11.419641316394152, 24.36855561050353, 13.2437808502617, 13.967202676997767, 16.578692115505795, 15.183771636811617, 17.039320098754807, 454.20779169617714, 586.9924182581889, 40.652134946543924, 21.642413578719765, 21.88327346207468, 12.835817569436633, 17.654184277135638, 31.636667466378174, 21.989563441641533, 34.001742847956464, 21.999484123933605, 24.492359086713385, 16.193459829377645, 8.359519017435575, 12.158297961334922, 19.802703618861113, 11.574468771001447, 9.601200272864356, 21.511769412445773, 13.47009420883226, 5.2668939887932495, 8.218839330132742, 14.284861557380793, 508.7259532775686, 16731.127316760423, 15.31691664601877, 11.092417490307945, 6.721062552810378, 187.6766331680776, 18.696354460579947, 12.988165802308574, 21.465315872459946, 8.87903704069249, 11.922347551863927, 11.968226784124935, 2421.713346857886, 31.29446551595518, 7.628127087918284, 10.496095170127825, 16.81898270221369, 10.253793130179591, 20.74192988589638, 15.147409915878209, 13.490768827183926, 14.483319079403438, 85.86348001792807, 20.531544154512478, 130.5022745496946, 17.628484915897587, 166.05232402519414, 162.2859976457362, 26.482608294025628, 17.535209020494353, 159.47384434309112, 22.33992082510939, 8.150175311598883, 18.796242398269783, 15.673823370506152, 18.34205086332046, 11.370740195992653, 177.88469209254447, 2758482.1103507183, 10.147400638065676, 49.706222286543614, 32.10535546819533, 29.131205789780612, 57.42642345083203, 34.68426970522352, 26.384462570491056, 18.04531669590256, 22.78545334533761, 61.96331028642898, 18.041268823421408, 15.62390278939022, 19.25025168447975, 23.091135143501482, 16.496323613921646, 23.399957809842967, 14.409142579761227, 2.9649751202708217, 16.950646830763414, 12.733557874160454, 13.335148003993199, 9.402923206437713, 20.54564799541616, 14.939034327456362, 14.29127543079077, 17.709919125078184, 17.707866033558453, 33.84744414826004, 14.946273750634436, 17.18397961846494, 104.02505220054695, 24.255044888594412, 14.29535527193793, 14.272349836337108, 13.305277800455851, 16.254057228521063, 29.610590749692346, 12.86870699940769, 25.493430154887747, 28.10443455572194, 44.82587032585163, 18.444363013971408, 15.924230023481595, 16.34025076149045, 395.92774042664774, 6.013836636612169, 14.247721470699064, 32.81299326682455, 33.59585790562135, 13.44573950125175, 16.688313793643495, 18.075270722904847, 15.429950930484711, 19.29003304207589, 10.019303270929331, 12.2593506785412, 21.04409961805158, 75.47574005671571, 31.151833266667172, 5.804510099648922, 19.48316875256131, 16.592348273444507, 22.98490854199245, 13.630277213657491, 11.403824224201555, 18.819090249581546, 15.475315592738276, 16.97181219187524, 266.480730642657, 2685.5480974909265, 12.829696114213116, 13.507182545408092, 16.794457351986125, 17.7345340369059, 13.269599509115851, 807.1620187654012, 31.85784866063011, 19.234117018829345, 100.86848850930927, 14.81393795742156, 117.44818569163776, 81.43082758632829, 29.64336680095651, 161.54564582191514, 17.128963346316162, 7.696500998927817, 14.963954599508893, 8.225826450633576, null, 17.07405255855242, 19.781573231864087, 15.317902396704008, 1259.5148608164022, 47.46933547481329, 28.28179004711369, 13.447477144717743, 27.60727004558938, 11.09300188892688, 11.369581718086856, 24.933670685452924, 49.20838266760061, 28.0700942325923, 13.247178199694106, 163.88731194395183, 281.8802403959317, 161.1021807363535, 9.686630423284106, 15.948987955929693, 16.220077505956226, 15.46050132294407, 18.938465129632572, 88.98694794448679, 429.4722176563034, 19.73675514796637, 12.211472113134349, 17.210914460358925, 13.79185787998873, 16.78451663898447, 434.82592783534716, 479.8088202328448, 8.156854616950616, 12.587162821058508, 16.910998351880902, 11.581519107324548, 15.313004171841381, 193.1469886551293, 26.08602674312861, 9.497817313580509, 513.1463823059021, 39.883044393411595, 20.693045891612986, 20.519302170067665, 22.087543872908782, null, 20.934705303101193, 8.164159306279556, 16.295767674135575, 5.32627899211555, 17.34485846076306, 15.02618855295332, 20.681346370172815, 9.165191905154613, 40.649536000809114, 24.79313937915851, 10.838284093653014, 9.729623830312176, 17.171274366284788, 21.079579795259303, 45.39562549734622, 14.922187567192207, 9.766775337806052, 20.83138944087011, 10.916274204501855, 20.677888567763734, 12.316842982791972, 16.786570078595926, 10.003972847428367, 12.449969103521775, 12.912019047213464, 14.532198882332564, 13.655134555511598, 21.999019739020586, 18.809298534118785, 15.31887811581789, 42.19301708324668, 16.19005903260032, 10.5315468004389, 31.78476421803957, 26.870061779784244, 14.197343671435744, 16.30360394437013, 2589.168688915172, 2129.9491985797176, 11.388309955907266, 24.77175174157573, 445.6968285659617, 314.3392308119361, 20.256959686091925, 8.685978309546657, 14.846102044727175, 57.23954258927719, 1621.6994509444205, 1480.0828188979392, 14.321550775380116, 12.818043266888314, 21.42069156060464, 19.862288753776713, 7.809068056719652, 11.391473976950747, 10.842989427081324, 9.755355120402113, 11.308663398785415, 986.359550261064, 204.9222497730225, 20.176202702809285, 17.982603999192587, 3.4426404101626336, 10.446505791162274, 13.373165415265666, 31.486539974183803, 131.08141305603905, 13.404169338007193, 30.524004299013853, 15.492886526460333, 9.32225259074674, 13.811497298241004, 10.977426223224994, 12.52953646828548, 14.581833379938068, 17.92083066311114, 15.309428150841411, null, 16.8372881691588, 26.9186510488936, 11.304949231032676, 1111.4885456077761, 334.7726671457991, 20.978477647885533, 10.275530582999028, 5.078997093553265, 8.95554576153009, 15.804948612325356, 20.76550147777436, 23.02119116737057, 12.256581648953212, 19.569868827846683, 10.718347333462008, 30.111761420815807, 7211.554551498017, 14.348381518002881, 8.822314210151935, 90.54484702967724, 20.273752561146363, 32.80981407083472, 15.392610382011911, null, 26.35886249363421, 12.135838874753466, 5.6743837330492, 10.643055746431548, 18.181062769534424, 10.217148246726717, 73.4293306330524, 5.991129232199847, 34.14491308244842, 15.816269503657091, 32.81906234883048, 24.62661174793149, 12.432304781948098, 13.207460253344445, 19.774568947167193, 13.059050540864305, 15.888696326694571, 17.14251683635995, 11.259856345441218, 23.835114923390325, 23.90862833355249, 21.386583535046547, 13.989975951693571, 21.891908790430406, 19.638705084846684, 18.129667074722988, 3.194058725429964, 9.361918823983565, 14.394925955462616, 18.77586504484961, 8.413361448963428, 23.31467418199952, 12.725279488907287, 14.9401912504043, 19.88408712025975, 17.200595107314527, 14.953693518989034, 15.935904669721243, 13.022859388021288, 20.08720078779032, 315.25503730235664, 3.549563535016928, 18.135660924837275, 13.932207473948017, 11.258160287372515, 6.769824567353772, 13.89342182631937, 14.374226057448766, 9.904481570585151, 20.959173819272486, 15.637803474850873, 5.850171798594317, 1187.2061714150987, 22.288164308070773, 189.78474868855332, 19.61409717283195, 17.342615630477678, 17.69669296363082, 12.372597835894625, 5382.225102829671, 32.68384263231272, 13.500276022671194, 23.824174856913476, 12.51966467320962, 2.3889401089161497, 14.150096054447316, 169.90104728570333, 36.898269471472396, 215.7310214689688, 18.785042489247527, null, 34.462861030633356, 14.641366878683753, 12.5313079984173, 7.272443231933473, 19.900312633315465, 18.203897877708805, 72.15456733736123, 892.9292934903066, 15.003199538488293, 16.422538594743518, 22.92766294278145, 27.811210691061202, 11.262156664457931, 17.687447884647504, 18.108801887178807, 16.57557632341639, 14.024097372032552, 13.365349035301795, 16.494382453894982, 17.828700347350427, 28.883101350801248, 50.605670243527975, 7.566585338267419, 34.31000387536178, 13.678692111112635, 24.25936116894196, 12.951729985210465, 23.76854187119789, 22.33892940023583, 5.837801036740874, 26.418637554443393, 16.69171619749192, 13.034300064757335, 0.6517247347986543, 7.867184819351647, 11.000486824705213, 13.206345636766189, 19.603234736066558, 18.944727918336927, 15.5796731681136, 21.312428397281824, 11.222740877511477, 21.63061058690339, 13.656674282040427, 28.190184903088266, 63.26369066447725, 18.861404315569786, 13.568960504669528, 17.184814496557095, 12.286648066489176, 8.008130103105191, 20.803557956508094, 15.69810599415202, 25.529485565867613, 19.42396193704456, 13.458667245515207, null, 28.3856083745598, 13.814858515553505, 10.996701733568663, 17.169809738159948, 13.888768817255375, 14.578505479722303, 19.74132057378845, 386.9511440426201, 208.10384878160306, 18.423393782613832, 10.785563898894095, 12.683732227814055, 12.837214840076498, 19.665312155544704, 47.98995407211842, 23.107168210228423, 17.12729519833774, 16.24363810999633, 12.058082900025699, 11.769462983058407, 82.3113805746852, 20.497727100567538, 16.391557757329007, 21.717331775975047, 15.25428015147866, 31.38965000999423, 14.362078188400154, 20.82523397977082, 18.13227363106755, 222.33931520322602, 366.3528729194741, 11.738386417684287, 12.123380518908535, 53.10770506501735, 8.020962996426455, 15.82054010060567, 88.31299381708611, 11.854935856451144, 18.576552697448143, 12.41221195171348, 12.444251513883954, 14.765376106742506, 12.885778973562855, 30.314403747422944, 14.892788870573163, 12.530890488405461, 9.614371262202027, 31.59569717854217, 16.121947357647564, 21.82516729394996, 18.794328795434044, 14.387638629099015, 16.71383205842582, 2158.915238635792, 265.2962152229601, 12.195760988764286, 11.708954915049524, 22.318017956202702, 23.458845552137433, 11.583273937951336, 17.806056684793788, 11.229865939272775, 13.703974563640106, 16.170921920108594, 22.85642749294397, 13.022258422891232, 23.442622267619356, 12.57127384690204, 307.5761351927279, 42.8698910696535, 11.513790536524606, 12.31191429371162, 8.091601442121144, 13.327773026685223, 21.20830750048081, 10.108665669543836, 13.709502839853704, 26.10988483814021, 18.269629327933167, 5.508753000658187, 6.520280048639388, 15.394394072639694, 8.345954671536651, 10.902795702778542, 14.708697037921873, 15.515425810771976, 457.4804598626127, 9.554323729866748, 12.658930490159939, 7.420054764927963, 24.713436377975306, 12.349800152521787, 11.977696228981989, 17.808943936861244, 15.969585602540656, 29.45974171972745, 574.6977339434231, 24.612696818187164, 17.88484900989736, 14.256517513946328, 18.02414003595037, 13.399071811646696, 11.882779141391651, 20.173613787399987, 17.818103202187356, 60.03489143864039, 11.70854074768539, 13.522785716104488, 16.300315281080064, 18.42129464513588, null, 16.963646133849302, 17.561136739576494, 12.749946919833231, 28.807797003428348, 13.747089848940144, 7.758252913459909, 18.452406468936157, 17.657591885838144, 3.1869421731549057, 26.072586332411642, 20.17674231015234, 5016.130231284684, 31.02527230596138, 29.802348280426997, 9006.934047263197, 4034.2739251546227, 2643.80033667807, 640.724948231903, 15.665373264119275, 10.716317405382586, 32.626689930019786, 10.386355365156907, 19.776579845959603, 46.661359987436846, 16.299890101389984, 10.766740831215255, 22.395707092751387, 87.26391511577064, 465.3097004096061, 13.739016723742562, 15.226439697980695, 17.692104022069348, 111.71130410286537, 11.132674430973774, 13.746084404823986, 42.742629675316685, 32.81973916080719, 12.987398088248614, 12.41949012302826, 13.400204993128247, 900.1790687500283, 12.751269678474989, 5.434670384454428, 9.346348957528235, 14.042994278139426, 38.06938029042762, 4090.891297160395, 13.355118827897035, 7.195533998179233, 12.641994682420798, 15.474226943739106, 18.144449601387556, 17.543058799740074, 9.988489339764726, null, 12.56925108647566, 8.040269438300008, 32.83929133986718, 19.942941967155853, 14.934229146812516, 9.85518620934967, 14.111653073593885, 14.984728353495774, 18.625692733973786, 18.16729257383743, 15.755127780911891, 24.177812329732213, 9.947591207048877, 29.573460966521296, 370.8418052073993, 13.77059752732222, 18.036134888274574, 1864.92178449459, 37.49135259082002, 24.25128269275943, 25.108128022241413, 12.164375364099126, 8.269281441228816, 243.2138844158994, 316.22870649275563, 15.767437783028804, 15.633223491700265, 20.367217107614238, null, 17.348457293694967, 17.939290382641012, 5.555117697682995, 164.2811303426407, 2648.1623515745396, 19.017468734995386, 8.626235313044974, 30.978634870361454, 10.562652709759648, 9.901105212338788, 13.837329924843983, 135.07467639406494, 1490.279329920889, 11.455020791968082, 23.64738935020158, 7.64525544347705, 10.425996279553992, 17.557616428595267, 16.86498420646945, 11.288864890727801, 17.511558466768083, 12.65414192148695, 94.4460742047237, 16.497947822286314, 39.3817050797265, 14.446429180852457, 5.135796219173344, 24.144296507433356, 16.923090973110238, 18.110180688155907, 7.549821964596144, 304.79388496874407, 18.22628156656397, 5.518625241720442, 21.80775814609711, 16.89023710368494, 300.0333394059322, 3485.689551993971, 25.211686734739352, 42.76664930954068, 11.291577571643154, 13.727582191245899, 15.163393204871769, 18.56948427399723, 13.522850601559037, 11.050089228370213, 17.951280367687726, 21.97039280215365, 16.788772764289625, 18.391019322597987, 7.075304445019678, 12.100093518230464, null, 228.8070755371526, 808.6941225493408, 195.62003374489842, 77.84644137406855, 10.415303375835533, 26.18955316275768, 25.100379835427045, null, 24.21400674665393, 20.548889795252922, null, 22.967187645943326, 87.40343354817198, 15.497885831348855, 45.698913175925476, 197.50618352995662, 46.81661503199748, 231.69084266488446, 15.606613135577762, 7.081059583101621, 14.10765832911862, 38.30478234111405, 14.894264442447502, 123.03074243032025, 13.555542515504706, 13.001686649493342, 12.387061985221305, 12.03756004674495, 17.629667462620112, 20.427809939321687, 780.7784526864391, 28.187597850817703, 12.945870263041488, 11.606991454439482, 13.714557366311329, 17.15360642130334, 20.725733648081487, 7.701530415518548, 12.695721191634975, 16.220583367952454, 61.57210519992389, 45.81586697787971, 12.828620792327564, 20.47997769284042, 11.085015564171668, 24.16253142516752, 12.659302383066446, 9.843797049668225, 16.142466842965526, 13.105223991143253, 20.46099629853124, 18.533154391385764, 13.633991341597431, 14.25970152334767, null, 12.040907429015999, 26.619207036743735, 9.745261925219221, 19.21516982297985, 11.017846032187805, 69.19034822692291, 20.37325972889073, 7.2695038651099635, 19.086142968245404, 34.77603330134798, 40.31968175735623, 13.137172312537267, 10.966753367190561, 16.259113378499762, 20.48824449836738, 6.950698990416379, 17.589655275387532, 17.999770056703944, 6.798752352340921, 15.41811299574777, 28.090318468601765, 27.98178219882486, 12.380001972467074, 12.036780338764393, 28.997439003993765, 20.06420453803784, 27.433711694174228, 16.890214343714593, 18.424361865859755, 19.122277373100182, 15.083032056996693, 21.8439424133062, 14.11841949117949, 14.450059878098688, 8.766207604067077, 21.54246225791933, 346.94978746511504, 294.60988183326486, null, 20.91499288095316, 13.466956517735289, 12.52027393913041, 42.64716112308809, 267.2454535530535, 193.0659096663511, 13.427036726041806, 124.35969803262682, 37.542675164590996, 4.955529929982326, 8.788060038120308, 12.136365683644948, 22.267926538945478, 11.266620214216696, 2847.601180760415, 21.563904949180767, 54.295991531378526, 499.5011600820666, 170.37430405994024, 11.225693459038604, 468.09546956663763, 10.334237535372267, 20.75092291976463, 11.329116777465474, 9.485814268806466, 11.462702487949835, 31.121387985536142, 12.600491833552224, 9.788624559849758, 15.390696801469588, 18.69525792845333, 13.642789970999033, 73.16258219414851, 41.754047419007186, 7.4064503770887695, 22.105785553810925, 84.56662076320643, 14.210702770811475, 7.6635091238167385, 16.579894498459936, 19.936995948057657, 7.791245692951257, 56.49164867946397, 46.63848368927391, 12.749309208454356, 5.333311321430712, 13.044045710035455, 7.3620279566347095, 10.156009078094943, 15.129511862948576, 81.41517078221604, 21.86345205034709, 15.907359353939292, 135.3446875288032, 12.85640883852915, 618.3192493304614, 747.863821320019, 12.741678363203695, 3279.339227462513, 15.937719668477445, 5.053618452377597, 15.556658365701866, 9.604989594348604, 13.678109116790733, 400.50953175999183, 175.93090949892, 14.00843959983613, 12.487110773420591, 144.45741649277898, 21.42265042566779, 67.40342278195368, 97.46725013512196, 162.06679210302494, 17.756234890654515, 17.90310435164595, 13.449009163679655, 372.3256830077618, 32.94556872890641, 30.1111383761784, 15.636786174321685, 73.14480945770454, 11.23186993555553, 13.175555786271039, 21.997666193244324, 17.303581912823933, 54.90191303917975, 20.57315661185357, 29.56081519198501, 64.5680913350791, 15.098913098384221, 4.926173644122997, 9.043269572803622, 15.207604033492045, 19.99202852671543, 10.823685820624256, 66.40134256452616, 46.20422858877361, 13.613720384538315, 4.0086897830688, 14.857076729527938, 11.059129509646967, 14.369624489534994, 19278.888893051986, 15.840254158060324, 18.300196492893946, 38.8661357865158, 25.004498484943646, 12.62382845817329, 8.851807121509633, 15.958239555788758, 32.09086615911015, 12.242903286829607, 14.359259638554628, 23.321875528027576, 4.388894627693011, 741.4492810207562, 500.61661623320464, 27.512128684531344, 17.409526410739662, 14.056910862503633, 9.781268530775279, 25.93636840906243, 18.375540058015424, 20.84224507866628, 18.8476890173105, 5.901653061020273, 14.159962193897881, 10.606169424940989, 29.987094146084253, 14.198212607434261, 20.24214526104736, 16.841096786537932, 22.86442017935947, 134.05489726773234, 22.948239650483465, 18.027776581145943, 13.019402960364426, 70.96810496543199, 15.78855111899366, 6.3908485649645135, 22.362875365370254, 20.185423053342827, 30.15176817477641, 16.090517009543092, 280.53585917409407, 421.3673613213081, 7.040479246798568, 17.375645283936908, 23.074138879262506, 29.495545008505825, 12.53537411247382, 11.602266838045173, 23.54452807163252, 8.890220088057172, 18.670010513005227, 15.661625324958932, 31.045634549802696, 17.272286537800152, 14.878320835813383, 26.216896133091346, 29.613747436079073, 17.601005974275076, 11.015188224388185, 14.300484576486447, 19.34933146460917, 25.015342369126977, 121.78521504846344, 25.15442601014541, 3152.107322637054, 240.31717534060348, 14.66742299636945, 21.81805464386052, 2356.843805538779, 124.74446568595249, 28.596665111869896, 12.879369363361794, 90.60322877667595, 13.650899005841934, 15.724346862784355, 42.66478301241134, 15.775578914787364, 16.19233062488825, 11.687073037924288, 22.96630998505305, 8.719885139279059, 35.274181976435656, 17.13627126319959, 12.807058227517919, 240.567634012486, 44.35627452017456, 18.57694956250196, 10.985552191922245, 14.759752529243801, 21.41353477997705, 20.275179213337726, 12.1420266266322, 15.74398214928426, 14.702836891209664, 28.546816926809875, 18.622503571541635, 61.393342439169025, 6.4274983868984785, 14.240195299642632, 12.03078476161887, 11.819638813920548, 46.089199706247385, 19.5220768997888, 43.45346952252788, 18.195163810034064, 22.062565186725337, 26.34028767698936, 11.422659106020653, 15.079351018731494, 29.22344505857827, 18.19582646163127, 25.1117228732762, null, 245.03570172486783, 5126.5194193382695, 27.63133674335664, 40.21756405152842, 26.13554202082334, 20.026998102649472, 16.955755947580077, 74.85834518443151, 15.102090383208962, 1965.6500808537812, 538.2897529522012, null, 158.24585344336006, 11.434249367995651, null, 10.720276282127674, 17.427994844655842, 20.892209618085488, 15.13072994275832, 12.201335253473324, 6.2613456221925725, 62.5092722962794, 24.90115941559593, 13.662524758523308, 3.838431842659611, 15.160353511540807, 17.499080988968757, null, 18.218003236283987, 15.185579221855033, 9.61587458027009, 15.382895833256276, 12.577788163549005, 13.255073005402224, 21.192150471073326, 13.270530922709339, 109.63208058806231, null, 15.968305850545876, 23.965584444158395, 24.979869202808477, 26.368365460883517, 36.63059023543746, 7.973168116873013, 13.47936355138922, 12.468039118984985, 17.550600578438786, 11.104167935523737, 11.52205757111562, 11.262104667487293, 19.059586262661764, 14.149468011255465, 113.07924144556728, 5.177530538468068, 9.481568322193569, 13.998379363265176, 15.879498851578456, 17.172989317473636, 16.720224401897205, 59.2237392216767, 13.70333635893169, 13.990352363830596, 45.01577644603326, 20.87755473990695, 22.535381847558757, 11.825672411517761, 22.224285554341964, 19.614646311993038, 5.248414012353991, 10.745430414055214, 192.84771430760208, 237.62660533036927, 45.37680640855061, 9.21439479996418, 12.121457943105383, 14.331683989713314, 21.679436443245887, 12.793923431588585, 20.006096092687798, 14.148102905130155, 14.576998990276714, 15.533209788856547, 14.988573357581432, 12.318280442620726, 15.265891259999584, 11.200189014290345, 16.769813422461404, 20.663579326178773, 14.335401151612713, 9.203302962756863, 13.50324007457526, 159.68596391169746, 29.167227279180565, 23.228167551169637, 11.801690568811464, 30.321945630128397, 14.589646780403388, 9.198889339615524, 21.715205979966306, 14.715511877100527, 23.10007938921412, 6.473182793456892, 16.774572652562956, 9.482950136562073, 15.200782870908196, 21.411164995954906, 13.53249723219578, 12.80110039376293, 106.3763335467216, 19.815823375283497, 3361.842532597866, 1724.9676932973614, 12.729329996262797, 152.87505896132686, 24.47046035421119, 16.757381675551017, 15.163457145522885, 13.983800659515277, 279.2027425269754, 15.662540908296473, 19.167508130331907, 19.80578743260657, 933.3168037598288, 7.5409975881886275, 9.352703330407207, 9.143622696739664, 62.43194428979708, 15.579917750149471, 17.62335048898601, 11.819439551493538, 155.2894295242571, 26.264456958613433, 4.868099395751557, 224.1877677039613, 7.098141233336732, 18.8161167768424, 13.229957698866725, 13.435528630207884, 28.732589290752625, 15.495975629427779, 13.538391482907727, 17.860258786324128, 8.13489870363668, 10.206809327342196, 19.039607868755233, 117.28540386011132, 23.25677680576047, 133.87715018683906, 14.75479530346987, 116.06768283670885, 7.667094970763793, 27.427720218736138, 331.05685184163275, 1947.2249341179286, 8.767688304093562, 22.19769594605813, 17.040209971852214, 112.60254143782284, 18.777192799754086, 11.228240605596476, 12.187415429701645, 16.30361115102101, 13.87941364490535, 18.67740968883656, 20.118857303282816, 7.219455362140543, 33.537935741915234, 29.247422428235264, 53.58752217800853, 9.288418441762794, 10.95237954360659, 18.86193636705741, 11.812129977868063, 14.194935667265856, 708.1097452547568, 744.5651065362689, 22.374137937401947, 15.283293111285516, 16.343426310488606, 39.990366079450716, 14.666108138584438, 15.410967450568867, 8.19254763385581, 13.022808053195664, 15.3321125659429, 11.795117389712095, 17.15167052716107, 23.707840092520577, 4397.180157316743, 32.513739982536634, 15.280234723292027, 385.3562355272181, 161.21977513121655, 49.590709339207, 13.307543101280187, 18.92401207486899, 13.651183589233352, 12.72068864400064, 15.547451599069236, 95.60733601306886, 72.83574073593762, 14.43887966843015, 12.537320425837862, 15.483249820770776, 42.34268119933016, 55527.80477986625, 6.963619000519233, 15.287266130831716, 13.425761137298267, 14.239348908034415, 17.905113126384176, 16.76726230938474, 13.613233639037352, 13.2214446174631, 18.319247492392645, 11.791973011868913, 12.181610665416008, 22.111988904996732, 14.688776007094107, 6.432773978593451, 11.905757399372446, 12.610279741962206, 20.489084068820425, 14.828327553025728, 23.04520822546763, 26.992534395521094, 20.124631400291452, 11.86546876117159, 10.309277908515869, 84.95259539541121, 7.085157312141331, 13.119890754194353, 14.830595332214525, 22.4724328202192, 16.530337817872205, 17.966924481151818, 11.178463838614297, 18.823331492807423, 21.335267670931984, 16.563606052355983, 13.137930667839164, 14.436234789841055, 9.053413359550305, 338.1489977689036, 54.45554415726028, 470.6820364535607, 44.77439159615895, 14.021236602604125, 7.689623627876448, 13.912362558152013, 3.2325147246629493, 8.993536545507641, 22.25254358734643, 10.164983253629622, 10.836551625678327, 7.201715128135874, 7.59965089410063, 119.96353503032148, 20.82142012281408, 18.842362200452303, 20.307064933816825, 27.461322988677487, 12.737617801999273, 24.617773852380015, 15.870210254843295, 12.432660419119834, 10.867644558560114, 13.324817899671965, null, 33.44417333861697, 9.291723122379926, 12.541082818816486, 5.2880833924915125, 17.465939601563502, 23.326961088662664, 51.96939909229416, 14.623519281390974, null, 13.946342159237707, 22.633797516380614, 13.347012415766892, 37.923679262396575, 15.61164637749513, null, 2453.113869666399, 7.453586955911814, 206.90059653587485, null, 91154.31793960175, 19.572053267214887, 28.226074261617388, 3.1395033200991844, 16.34932670153215, 11.069224217650275, 821.8221608423842, 17.896913017092448, 49.632994667836286, 18.41498145240124, 24.87322029138797, 13.258270345645235, 395.71729607398146, 10.756667747020533, 15.82365391602242, 15.840567383443465, null, 100.72245467570576, 12.018741611942804, 14.707264008549512, 48.801779006572275, 6.0998061891145285, 19.1163548897493, 31.40553120561235, 17.218868611318086, 54.72015952890509, 612.3128314214675, 240.02213283459758, 18.928756661940557, 84.9521825906395, 15.994587849763207, 11.290684206381474, 19.575458576553366, 16.140006715661205, 12.750053303160305, 16.97471139132912, 215.2716040486105, 227.65858484313182, 19.602554947188352, 194.3598364063543, 305.316079299288, 19.413072943781152, 15.777898834735, 7.603732723254949, 9.297769596674787, 11.295080459599225, 15.620302182008894, 11.080308814714554, 18.28509992877984, 18.94735665893702, 10.695197455055633, 11.947005117094779, 6.501986266798693, 11.229434604432953, 16.327909258394413, 6.456006065676409, 15.1743326742349, 13.678356503635188, 23.818135149983835, 200.1260404260906, 7003.471045026128, 13.6541210569334, 17.820790008636337, 2183.5704640888957, 6.863281561818986, 11.650339183883432, 12.844626765655091, 15.627538055789294, 10.522450370234713, 16.183122857452958, 23.430032467981423, 6.1996343493189725, 15.502150895449814, 9.614453738747835, 24.79397895361333, 21.13486690054973, 27.97014133608251, 11.618937715902732, 32.97465605652391, 6.838281731281624, 13.852083871024735, 23.30118873965178, 6535.3434775275355, 175.7602960553408, 11.33608466626265, 56.442012953504324, 426.6174919962214, 25.986110332107028, 8.572721804076743, 13.65484775831376, 13.235451806205303, 22.11077432665249, 10.062568176937528, 11.406992650526233, 1.1725540550285878, 16.339223244460044, 14.690839333828428, 15.77631849402099, 14.884151184236247, 9.358807802104673, 14.556495419025396, 14.927956941818854, 33.229558595726985, 309.6587953765803, 2718.4101516714045, 460.0419900297619, 14.272613123053253, 15.357276250201448, 9.092107360572571, 6.279208719903757, 9.572027138797074, 17.786679927035784, 9.164409603075649, 24.35698759846293, 13.282089847757131, 18.15860285051551, 54.715805803111245, 12.24276081826792, 15.172534523204266, 14.988322740401422, 22.20343727926932, 22.301895302399764, 34.83357500353075, 14.306969068136187, 18.676148713535248, 37.280591543030425, 132.06197019384132, 16.811302362045847, 14.586313669160605, 14.859989911366961, 101.60988249341699, 41.613004172710745, 9.081741007756706, 38.521259429761024, 11.291525709355867, 28.47854642059485, 15.662316552606564, 26.869851208839076, 11.022245355671947, 12.018026475058663, 14.698941333040038, 35.691357771494154, 293.47091149134866, 532.521358121165, 13.708862234557072, 18.865571069967302, 18.663835828723077, null, 9.425380375157216, 8.244458698775746, 193.89094021324402, 190.21478057238244, 18.882386464595584, 16.523285548814027, 18.15182333310264, 32.98922449366494, 12.70484432493712, 13.382557539005587, 9.741206771106606, 32.916035199457795, 6.4473775801420405, 14.821181015520786, 28.699318933707215, 10.096375824216679, 15.350584146823204, 19.069891452406846, 17.916194025434375, 16.985937183139704, 28.85093455480339, 9.150230706075646, 10.950261821449237, 14.838035560965828, 12.178898760579786, 21.646789702172146, 10.755361864258763, 90.15624312526936, 16.562619123612905, 12.064247462810304, 15.90181304317913, 14.089409474255278, 21.318015720568024, 107.58684636989443, 12.006349951325806, 13.297433710811283, 43.96866876713566, 18.61796329286184, 50.313373527455035, 16.20753938589422, 26.24080610459791, 20.65330338591196, 7.805665616580133, 14.311506624102805, 13.443543942916994, 14.399550616372757, 15.371188434894377, 28.98086394496481, 16.72570513738125, 75.63534616827238, 17.253813388347698, 17.884283045612584, 18.28228749304862, 15.3195084157886, 7.2852424611879005, 13.556245349944945, 15.994696248196435, 517.9460840085096, 14.211808581024346, 28.20329525168845, null, 9.493751084168588, 15.215597487117948, 8.693273631321501, 17.812404111403207, 88.91062987254288, 34.08877506961098, 9.627648036629177, 16.675648062065356, 8.746799186889238, 15.60554710440968, 4.808565669914306, 19.63848220055717, 1296.4590296889205, 12.752556603313026, 16.289179702026615, 9.026679057022877, 11.661014642129775, 13.008922228535955, 21.99053152981059, 17.42847059650813, 12.16815040336143, 469.7929434818893, 17.565433800205145, 465.2506718383443, 169.2406977827404, 20.165636928859172, 25.711239457268523, 23.719068523775963, 14.007118326140336, 16.01553632797761, 6.637043304315872, 13.13164869206208, 27.0554916968189, 34.34418117476214, 11.147530589719588, 23.28690412108707, 19.155443859473603, 16.367173359311288, 30.075644639241126, 33.961403669098665, 336.7669213680464, 2774.0040123665526, 12.464187580123276, 12.883456002315047, 11.750905395973964, 15.789496496054142, 9.578906052342004, 15.053354437629626, 11.806923672018655, 164.11652739948047, 160.66252555551125, 13.119170616740234, 245.66032084671693, 12.652466089027332, 44.10289596010697, 67.29959371388387, 21.381182187815572, 11.373539745709493, 24.741528452826987, 16.724046714513044, 10.612740080857174, 27.95082125660292, 47428.60009693426, 103.62956558682512, 38.41487564614056, 18.555738961610945, 15.158699505258596, 13.264475315070536, 15.47750291366178, 14.895495247099602, 13.839806700654249, 16.127585847370053, 5.10513893331644, 17.581633969678368, 14.360956207896276, 17.356861680991454, 18.95396802164802, 16.509138621112893, 12.996954824796177, 8.888465823879676, 10.627703631476626, 15.380412196972351, 21.237075588621405, 18.45512313684349, 40.002218876065335, 27.19126118647248, 17.56624659199784, 13.271814218594413, 17.2742875359428, 12.699479255113818, 7.508330418645843, 54.08186561847789, 25.253863948208238, 7.532235087196219, 9.8589761138698, 21.286996303498636, 10.894776480699353, 273.5278714786856, 230.31956946265996, 8.189968027886193, 28.77580919802996, 35.51852815284438, 13.469824794858773, 11.176031704002254, 11.236519228709273, 17.647469569851197, 23.50965464107951, 10.097508834322165, 14.586574596806829, 9.483107069621802, 8.272664873729095, 146.22380299141932, 7.342701898405896, 0.7806492123974269, 13.485645892787833, 17.292200512746447, 8.867445734799785, 14.491934695523224, 12.337054068583956, 21.19742013349158, 13.094167508078453, 17.619849202107932, 17.35454630308228, 13.84017233092962, 17.88985793836806, 29.895571788478517, 24.781878720962073, 8.00395468929302, 4.915224933835178, 9.240120825057982, 28.017239652580944, 20.4906499475789, 18.435245628160672, 15.572290153462912, 8.731799723016897, 17.12728878364249, 15.51703197522603, null, 58.36917343856368, 24.951409194367184, 16.956342737128104, 13.583891907373204, 18.341304451612466, 15.544887662840335, 206.65408600878, 466.4487233572199, 13.56445382991558, 27.287699112257233, 368.6588897348921, 52.67387292288257, null, 24.410335513061035, 19.26948387932704, 20.426142569777774, 47.82857370660857, 46.85848961579682, 18.423110931107622, 61.56041294741551, 18.100933709180925, 46.74873868283151, 6.357720680656342, 34.61329400805915, 31.06198756879361, 7.207121538705318, 14.877440511395886, 14.302062994052687, 15.341905835504518, 9.45060645300364, 13.770942604461816, 9.78109013727268, 1097.528350693569, 165.98425333812722, 7.150925955275514, 1595.3755740375416, 9.226006930567314, 10.677593464446948, 10.679034305124754, 36.16499172010588, 12.976412078817296, 13.96183121331667, 212.8494965550012, 12.337345590540378, 16.0173195058863, 24.073388505337626, 11.142936922791064, 14.229837224039347, 20.145838924305533, 8.95090420834317, 20.688317623132367, 52.7073946359352, 15.627287654580586, 12.823055540359881, 125.6571337991794, 12.16790684152462, 8.288377775841303, 10.732156457471687, 53.99300972845968, 22.022012037822453, 14.528991816267474, 13.690347822238676, 17.088724893147603, 21.600192472561282, 208.29043648834167, 527.1876861688572, 12.973930037626948, 9.566468344805186, 15.281092720726994, 353.3840063150317, 34.95246223968181, 307.85447729947083, 562.5057453527888, 486.04613124368797, 19.998533029331078, 9.310958200935373, 18.78566780178193, 4.634520441619991, 11.236002153839722, 10.983136680870874, 77.2701710571292, 11.861632143504625, 13.931519768340676, 36.05565523801678, 15.564052181438687, 17.039186720729248, 10.046842762817832, 18.865833676394, 20.467646150094854, null, 178.7418961122979, 196.2930754232473, 14.173905950359087, 13.271913916358587, 10.022312411042652, 171.07486743872752, 18.42805976683572, 19.956454662955665, 25.526539568570236, 13.53706155732444, 11.29843625241097, 12.304994183030622, 15.796397797958095, 93.67452705906496, 22.006320374803533, 543.8675180989884, 188.95807615504813, 209.7953436293929, 13.757338154931883, 21.703247991527054, 13.520912637863946, 66.60455678236714, 20.29823974196861, 11.802872462577698, 105.7726965789567, 9.411730566801523, 15.756432170526136, 14.564704786740814, 12.197206657437075, 466.526654834953, 186.43404477140683, 12.398747998690073, 12.344441330036194, 26.032042456569492, 667.7826481898152, 9.768639022745266, 358.054459979403, 353.58797475710253, 15.133183192721011, 19.38968026315693, 4.443283680554643, 8.790054317215686, 15.133976976980795, 19.47880242725331, 17.20467137257976, 16.892727707418715, 14.628218282200466, 17.962162740682892, 16.49135234556967, 15.819976616476813, 8.710526475047901, 15.08280278642606, 286.32088007166936, 20.193161294201573, 22.016435405431015, 12.847605028948555, 13.572425304438095, 39.986960346202274, 14.80521235085687, 10.095271095285696, 10.079457202318162, 15.788930108185177, 6.912513346173728, 4.86755553084509, null, 196.7640748423268, 10.790525037239806, 11.360743607307244, 11.697378106133414, 12.003290331434185, 7.433888012337422, 28.197219463263888, 15.527804308885331, 12.434583668525395, 21.02883123351207, 11.944645769564461, 31.53968150621619, null, 352.73206549497513, 28.44276148805448, 21.03776904187258, 7.048518325743602, null, 17.215871187437987, 1146.5257874772728, 343.7553675993824, 18.927025780837365, 26.055435115316477, 25.552628811571697, 13.335329553884929, 12.067651801938512, 18.62930474044053, 14.695989228454314, 8.051186670863814, 15.53420752663108, 588.7929398156529, 22.065907605448643, 14.62019804788144, 12.992883672755418, 14.778942148457205, 341227.5395908453, 1103.2195294459186, 14.651378784690671, 13.143142239313898, 17.237886411003522, 37.701077494234255, 72.61387194143573, 17.834005827040333, 9.283195161711193, 20.51478484695185, 12.679456130383313, 486.1441267821372, 31.742459233466267, 12.596177742229276, 14.567840897579071, 18.739768085134735, 50.07554232649472, 18.008041296886212, 38.75627887063693, 13.44610342582887, 13.483524940513275, null, 17.03160750844924, 22.270339896121865, 270.03332503132043, 4.815593145162797, 20.08094100024012, 13.086675376448172, 15.473225481986336, 14.558487558580225, 13.75356394636917, 12.321672209553249, 19.923729418315464, 12.888827404699054, 21.32557540038169, 16.4371354654456, 70.07239074239982, 21.35442976032107, 14.669956693684616, 12.242383202415734, 29.84971879780896, 18.38586168838984, 34.00459539843856, 11.364089489924364, 72.12538904155781, 12.635842680489429, 13.004697076986153, 15.416904988923006, 2346.3604985223856, 29.57688086036797, 16.984974766655778, 19.4802019184663, 14.402049007131483, 30.80051339305607, 20.2593304178968, 11.451844459572964, 9.940201436431304, 10.63373208844037, 15.708405038668857, 44.085723270787156, 10.83752094963552, 19.435563280841567, 18.691902967118907, 9.763294963932314, 91.41211946083729, 10.566782537333523, 10.797939572970893, 13.8010358432991, 15.918689891003922, 11.917213611707124, 33462.62810327111, 109.13232085979787, 19.885874502953374, 15.475814656569169, 23.837903578765847, 28.35283690868821, 59.6902780535616, 54.56358344280596, 6.640155362684013, 16.355730736992214, 23.504637064391083, 10.377730021373596, 20.720452142287158, 29.783912148524642, 6.811959289964517, 16.065966686239893, 38.86605468091923, 318.1208121676485, null, 463.869576162176, 82.93867818737701, 13.332949127244268, 16.562077335715717, 13.023372919523368, 11.855083145992744, 104.68039986875648, 21.0242395788212, 18.601835915063518, 14.666674508674653, 14.577954614991148, 8.063008673806236, 12.7885494891376, 14.319219671166776, null, 15.960750191665175, 5.320064111987213, 22.061707826220747, 130.907025682947, 16.918354745481253, 22.533691332323762, 13.449140269128856, 9.649950649111817, 11.105949682738347, 14.504627588335733, 17.1463520775586, 19.690204446922525, 11.240404281669926, 230.53877963965817, 247.66214381934606, 15.139293629480354, 17.13158927474514, 17.960833415453827, 11.607533912871167, 22.62281576789, 14.684362456227168, 15.202815442360318, 28.163514663914818, 19.204107726546805, 7.001891221809188, 13.92734919940593, 32.49728836289484, 2426.163511633673, 16.29744716126453, 15.128008515731395, 10.486131230736351, 10.001532176620708, 536.7626315964026, 23.1632284541358, 20.387751915599093, 163.08310090675897, 218.54418745732528, 12.708356884072973, 14.951151873317432, 161.15266260066704, 580.1068019643477, 13.781740317214643, 24.007382801783894, 11.473249517109934, 29.114601115844124, 6.792931674600487, 15.515896987402856, 17.695148318652826, 1893.4600273229487, 15.615189420670431, 20.567139010097726, 11.816857473040931, 19.57823538230478, 15.069987322513681, 33.18498973446739, 15.137837783760352, 15.901232314442682, 5769.823230358194, 19.60788950840045, 5.933793054248028, 29.310931469263483, 18.738295939304187, 35.4529070003308, null, 12.325490701735196, 15.48520308050308, 15.668192843089145, 13.474834711849393, 14.250051424367786, 40.12862835551553, 16.82045662017184, 17.013086119690453, 30.599368425823307, 11.828193886984804, 13.322438657458651, 412.1822965585253, 14.288778619668836, 8.9572968845683, 12.735535271187013, 10.502671558125387, 30.266145682947897, 12.997805134454666, 426.3991536918204, 479.50869467600336, 8.082725515188889, 7.371667520240332, 12.52940779898378, 16.61659696640605, 21.13387381230724, 15.467268725086269, 19.55572164670605, 261.8556430296673, 167.81360766019156, 28.881049055352364, 14.329980614358046, 53.752031380408894, 8.621690752634423, 23.482721710836127, 29.177659698754674, 12.324006577137954, 14.706237878234848, 4.242141455988679, 15.366270250191604, 15.13181914820851, 15.21920683217134, 13.790470493324394, 16.052148316366864, 23818.465895811718, 15.913918552749415, 11.713010241274901, 9.834458346705237, 11.389790209908162, 17.383064750241722, 171.91361063262696, 294.2753795217164, 7.480512915976553, 7.606673799053338, null, 89.98805076513392, 20.886381476384514, 42.691630572108345, 28.177092097154894, 20.012743556526054, 10366.968529835503, 12.006900787118811, 13.720417224914902, 11.413995807305579, 14.206660900264813, 7.338933893977906, 16.26486317754735, 31.121840079244777, 78.26637961447584, 12.046367017613626, 162.57728164320463, 11.680524042809, 176.30135416206102, 16.62574263981665, 20.80609645542145, 20.329788221740746, 49.05413563960365, 8.35147770571543, 16.71198704330169, 52.6322444692618, 277.47473322667224, 242.65628048308685, 8.083815092073529, 18.525040443795106, 9.748720982335533, 208.55910749985776, 365.6114067510328, 38.291215435468146, 13.686028001760008, 9.946673700244439, 5.823904527048709, 32.456403070404285, null, 25.953366606461405, null, 9.179573924205565, 12.817273062447786, 117.46325434870184, 16.448295319580144, 14.407574102577785, 26.71255461931741, 8.511363908942077, 108.16258900136776, 15.427680452746428, 441.81668982595147, 1170.8590017479346, 467.5430932513669, 171.0590832851524, 6.680939004378806, 10.987034786450591, 16.258896646418712, 21.67563881842774, 21.694488601506933, 36.526260382430564, 23.875219810698294, 14.196994888133268, 10.483443711748368, 20.142777298315345, 13.910471210496954, 8.581820731936649, 14.555401284408473, 9.953919647797447, 27.73209202249407, 11.992937094973435, 12.253261485215326, 14.122744885903618, null, 16.116206613293453, 19.251181094655067, 13.47341139337992, null, 16.990507074888068, 21.36768403626477, null, 45.36456310651955, 212.28685519280785, 10453.2153490165, 13.566481208949485, 23.593958705488554, 49.596362692959616, 29.51921392823966, 13.088285874128625, 17.78589295323712, 12.520553856714598, 19.38659118040018, 165.6553880884013, 21.785906547381273, 21.187860461873395, 54.44140271558834, 16.36427744870863, 17.650099412877573, 15.419209273960552, 9.646876231370477, 20.668185644304174, 48.86126471992228, 13.265948602306638, 12.15202234586746, 4524.429411480839, 17.248741577815235, 1.734279699410164, 13.14525195161594, 29.44489323003078, 16.432752683956046, 17.249746725796992, 14.035904366608177, 21.840970579323827, 10.541095924720842, 192.01351492093812, 420.786870823744, 11.926756722105546, 38.36643338881778, 560.713918949318, 14.321299486397072, 20.134664600333792, 11.184756790402627, 21.73351858099485, 14.191853717389344, 47.70978855909645, 15.601737147353845, null, 18.659450140727934, 48.65797971703595, 32.209089391897656, 16.050924848878438, 17.43688769493544, 7.440595734555662, 2.5421935754649505, 13.99341242165452, 17.38347562707415, 14.842149033296325, 12.8288295401041, 18.928415367777387, 1376.7925507762232, 12.07164805579991, 13.276386426670092, 51.45664472412072, 10.2489292215228, 12.323049972303286, 23.950919208778554, 12.205636738732489, 23.27289096709001, 11.380787255472365, 15.229048785226775, 18.802342433408665, 11.933232567194946, 19.421058062304986, 17.614974445026807, 19.130161151438852, 14.183347264529734, 20.296791737850768, null, 31.429157509401232, 16.850751103253927, 28.45842418967237, 10.158926710994914, 11.75739763522902, 24.754439460281485, 21.24226413469644, 117.05243449189614, 10.52476294466644, 21.071154555163535, 14.41305648080548, 387.13951590091204, 13.316233118093905, 15.687571029050867, 7.81694513196633, 670.1285312018936, 218.41972881527906, 19.37793571119369, 10.969352815214323, 8.971237912148174, 161.08614711073594, 466.77340436133835, 40.37946870709403, 44.164715806451724, 25.511709847032773, 15.395982943954706, 15.469544735238767, 8.096707501187044, 16.749265665653727, 14.688665512319016, 161.68544168068527, 6146.822906781396, 16.406960952643942, 14.973313629674278, 15.96624678323917, 14.945720298845592, 195.882908862226, 53.09334233773756, 9.771404867025568, 17.939414834849018, 27.38049358408889, 11.813652640383813, 10.388483441964363, 13.573363159580133, 18.44785654680916, 17.549940128796354, null, 16.924994290523177, 9.002120587108163, 18.69026921731801, 14.735625991194224, 15.823306684915686, 22.14796200879536, 21.18458333599572, 735.896636479277, 16.186893507061193, 7.017519779296527, 79.26424588363582, 14.237317265939634, 8.596772302971901, 50.4884710043024, 14.239210852326172, 7.42786077693209, 20.003492265177826, 15.510934546624632, 15.551171878719758, 19.796744998473233, 17.800741799821733, 18.62087597388585, 27.650069470385343, 18.970006922026926, 5.559975847158002, 11.283787753497405, 14.592814164889598, 13.965026447362945, 9.799478937063936, 10.976992613978299, 14.514402264842222, 8.480021644263887, 248.1916828975052, 12.554814859730842, 8.08210981623907, 23.032943741835805, 10.05036716235742, 17.0334756438023, 11.542577734127535, 1825.0435998750338, 31.854748105724983, 15.278926646803267, 4.234051670332942, 164.95956658251527, 156.98016291918933, 15.678871372579787, 16.15473771692193, 47.33356221252479, 8.730756084402, 10.963381047361631, 14.308819740568435, 12.627341243814115, 23.07742304603549, 54.35855482743535, 37.11963529242424, 14.707316287197642, 16.98861991979453, 20.817997899393045, 1.6944255713756868, 10.285044966028877, 20.06043337263047, 122.82883104386434, 89.56548057711781, 16.800967595778967, 16.715111651620756, 13.15974422204497, 24.77384855882999, 14.377663053453796, 25.966349026170512, 14.933554759993088, 449.97684367164186, 258.2691169647356, 10.003587243173508, 14.303688674097769, 16.80079600132248, 8.752271017243082, 21.016347246741248, 17.49118651195289, 13.333338738022347, 11.675984270031964, 17.388206024138295, 18.16431783859361, 10.88665128458994, 9.059824647143627, 14.355056404404447, 7.7277491897730215, 10.691989734486194, 6.639100920049236, 10.616083174321084, 19.042562649790508, 16.115395197052205, 623.4270989549325, 14.02835858565931, 12.898847557115095, 27.698929212589544, 11.734544731828194, 11.301712099571061, 15.191455444006882, 11.05837748413975, 162.66604600842575, 540.6021639137501, 13.432143425945535, 11.744006975218792, 64.5144185568906, 1551.4252091764645, 23.706244174230424, 12.311328326989953, 10.32734553776162, 1248.6828293263538, 11.883780664927967, 15.793935566007535, 23.045676612117624, 16.166202643461858, 23.977298721366683, 14.798722517626377, 30.236795648411302, 15.886225130095324, 18.36527911802607, 21.032069476565475, null, 115.511768843339, 20.232594687854828, 9.54396439598384, 10.203136002361097, 11.897583511859914, 6.05705450098405, 21.256229373424038, 11.862728916431115, 8.043070779076437, 7.225674242559753, 28.931827149257487, 4.528702225502112, 120.6654125286046, 18.40986903489699, 58.30259327927821, 18.136441461333217, 10.795295817102149, 14.01413298145739, 11.275162403155269, 18.124468271015626, 14.555555225184461, 84.10305617475397, 30.08142018859445, 8.202996022947202, 20.89083693923569, 62.62785231578254, 18.68704508440937, 21.274471371757624, 21.557389188921466, 15.484908295854284, 9.987809622947854, 39.06548766041638, 14.670345469421745, 11.412648001181294, 1469.7770754764124, 9.977303135340648, 8.036764750827727, 358.15489605891526, 2543.303211560673, 21.23978854709624, 11.111573063526187, 13.503958497685312, 18.98375792753055, 19.207774053916395, 12.825269286652675, 8.95374798152366, 15.530539107960468, 43.14393112539772, 35.461202122818925, null, 27.33850664814088, 39.48391692625852, 127.31741456769088, 14.788768174104517, 11.720351626206353, 9.276733518509747, 33.364534121260164, 17.991779329045393, 6.984044670107682, 17.320187861283642, 17.503136044071937, 18.48093642888997, 39.04491639449967, 42.97215083097519, 10.413752932796971, 10.421748421223016, 53.433068858117714, 18.161513379982377, 14.72982839411258, 16.274184551892247, 15.754010955647203, 5.8986949760681116, 15.306313239612674, 16.246996616862464, 16.49002627932601, 14.190632451081136, 14.886692021740453, 12.233458146239276, 18.569171436911443, 14.154320087902713, 15.044987305967885, 43.33711005575947, 2760.1453294943426, 199.5793728251023, 13.344882309445687, 18.64904357664934, 17.842898262883143, 16.68879448493011, 7.839942177771817, 15.145904267782914, 15.647269488266234, 15.721157350321398, 18.603497166987747, 10.315412251333578, 23.445782951591237, 189.82167998292462, 26.529993772250336, 2600.009242843068, 30.14435690257595, 1368.6697947449848, 2834.88894792624, 303.4225484412351, 19.580886538458568, 18.73025595283368, 13.443257983950046, 14.783017339269536, 73.01682969966366, 12.867133782342744, 12.93206107084916, 18.606566868270182, null, 14.37271557587445, 82.43268605069609, 24.532411716745795, 10.957189008621416, 14.186978746313924, 12.123886470038485, 12.233505223359, 14.485417011608765, 8.491334715915713, 18.647331963686536, 11.760462457730414, 6.539893579824245, 14.45113380920314, 15.323002739670052, 8.517087924495463, 74.95317834263099, 10.181757268051108, 15.020861142314477, 20.008423968922187, 32.10178140513235, 19.127077865239247, 7.539985223723839, 10.133172673000322, 12.129724743076704, 450.55539982183814, 14.616195113860805, null, 16.39061510418743, 15.34759434437752, 11.491777159613964, 164.31327087237315, 14.795597747129708, 26.20720997879273, 10.596037762495587, 12.990443902474144, 16.630368985539842, 3.797443188605473, 12.875267271831891, 32.564823736660465, 13.612365763725858, 15.954373223934398, 17.90758882136779, 9.638210552655124, 11.229858429856858, 9.561754488048742, 4.0114628580111225, 44.572473637117604, 281.98057886990534, 233.4076890587769, 6.868241316292082, 21.84461002447535, 24.74584700458093, 14.219166009985745, 23.578298161058715, 10.618526548817185, 18.259441389705955, 20.813381522670408, 13.403109347197699, 10.330585006559792, 312.7088347072483, 13.266145237750893, 10.828209494771574, 15.128134624927618, 13.228182985068129, 12.209356319291267, 16.266956821619694, 13.284181918552132, 11.698051383718472, 21.87744950939582, 15.975227433187976, 12.538001603499758, 26.14109925221901, 35.92171442207388, 13.420182562418775, 12816.750399100029, 337.97724854351713, 55.301742997335396, 28.619598531023854, 16.53181225027334, 16.95201849408294, 11.777558790482585, 19.82578074958264, 17.603266571353203, 12.571513789135466, 17.072550274371086, 35.08770695712434, 11.60473012550343, 27.1061482365457, 12.51670873755047, 14.734736750239945, 11.544192388642463, 19.01730701311899, 11.052904813840424, 18.348705884744014, 5.942333359301579, 9.014841088605948, 13.7498032617817, 15.675327858297765, 1301.1101773937469, 313.92963959176564, 7.490581938609681, 16.791588895953893, 13.992002139739746, 166.49326455118361, 21.34255476174695, 10.43378338171267, 16.61579846027994, 15.230660900996385, 3.427110385357249, 5.725296790328432, 39.54306952522036, 17.42805045715607, 14.122958399616834, 11.28841780134542, 15.929424803309944, 13.013904489130294, 16.45711155784536, 15.447564711523876, 12.861128658293106, 12.08415255985724, 14.108209975045384, 16.074338791799306, 12.639702571387735, 23.59854944386239, 25.71622150037361, 9.69025928397032, 17.267305257997617, 11.400291210812448, 156.71585491219906, 193.1581378455104, 83.07570462075363, 53.871612182895355, 21.244388973339614, 56.09412870273901, 19.760490602091306, 11.176938902761446, 12.157493774113314, 49.332824058105324, 76.28109869958399, 35.86198892700901, 15.371447590099347, 13.35638558219366, 12.485581549676018, 16.377992555853535, 23.978048327511672, 19.737066536445766, 62.327974567713355, 32.242435746207704, 16.783358960899683, 140.3212783347888, 18.21493036810605, 23.027207020443967, 11.7229762857935, 18.315789277190486, 315.14556190833207, 18.808847100654965, 8.080736520984942, 37.78997336816776, 25.700823870836214, 15.739462803575016, 9.670041244566422, 17.38767403872313, 2852.972914617364, 24.641493682041947, 12.956506912942224, 636.8691744190131, 312.0500079130223, 14.306251607909575, 18.488238508051182, 10.617658000478237, 14.040929355553358, 7.481782264631554, null, 49.79601362944904, 63.83841043902933, 9.567246626525444, 1571.2182496089222, 41.8750215931711, 3842.729879944374, 47.858706414493334, 74.18547812651363, 6.699787755842756, 17.80794626336395, 46.28860845826269, 7.898332802168037, 7.322939689545535, 12.57965004794898, 25.516805787764007, 17.094949812575592, 14.755804701118214, 226.90094642776688, 30.52860608788415, 90.4271752201394, 10.075649690956773, 21.223252391039548, 8.949713175899449, 7.956494096813349, 17.96784397100182, 9.961386014762953, 26.75121012293788, 15.634313896937424, 50.24955422852868, 19.19836891317203, 9.42347729254374, 6.623803368833983, 55.22561025132067, 620.0702547118143, 163.10918705101744, 13.554714906522813, 80.2444443337182, 17.816559380768396, 8.428975246962294, 54.89172005997501, 30.01567570023921, 13.560589586840694, 15.773221492191391, 28.61444057171588, 24.19958079836411, 20.132089102450962, 20.804467236046644, 6.165038284779798, 18.574194770933854, 17.12410017904683, 222.82477190857293, 14.066913918016455, 248.68616099672838, 372.07179810331286, 12.435009450805586, 13.567622000867123, 22.661130028745198, 55.60971465919214, 34.81862289911138, 26.411977668765694, 8.821761854958753, 27.105065950072376, 14.625545176041811, 18.828461202665427, 23.417905605129004, 15.742181345257306, 89.7869156576505, 17.362672463417457, 18.218601589559782, 29.20765402209397, 114.84410372168202, 24.74676194232464, null, 14.890289525504725, 15.086053099191728, 15.582710846056356, 99.79646671262216, 13.07241675412443, 14.498913820320187, 1260.5412117558958, 169.40863826346134, 7.6896528577063075, null, 17.116699737547812, 19.257058141206254, 11.767826255123198, 11.423760089089875, 33.54822815695073, 14.063736816596863, 10.124695540565842, 25.37630790038807, 15.909995711918926, 13.046971802226226, 19.170212897010664, 31.5784185611705, 11.192485877774118, 34.63925997986324, 19.742447332007423, 17.710836457471792, 4122.143342250414, 29.809457355992805, 20.503367316586374, 15.293481656052576, 17.908981958595305, 18.858693345201512, 2279.4707889441947, 394.4981816035606, 13.397408013235516, 989.8011804148092, 524.700199285234, 16.475172328188027, 16.58926030021241, 9.88415754974406, 18.678937402875114, 14.75944464800886, 13.320793775637302, 158.45232523740015, 550.450787739043, 18.92996998606944, 20.473976287912947, 11.768978173977654, 16.01056553408241, null, 25985.553181378593, 13.274536336993348, 10.161944860734833, null, 162.64772343153146, 21.303247409977157, 16.801245431356648, 17.1118808833186, 7.096524389366768, null, 11.788287644041851, 17.81589324997045, 9.315121971752623, 30.88471742351611, 13.456178062391643, 11.388232260163653, 12.75048352458246, 8.541084285485956, 15.018364084985746, 18.797343286819125, 6.339237067197431, 11.94776654485008, 12.789307540620674, 18.665062084437086, 78.74447594895578, 14.665760058270322, 10.481012402260546, 13.199414078248706, 12.166674174785154, 15.29571885407496, 19.816476734272932, 10.900602239975967, 12.966157893151395, 16.853133281596335, 24.043229268561497, 16.00581546335057, 13.90224434818948, 13.820813745985186, 14.537830001642828, 7.748571414027038, 19.103058570451168, 16.486603813544992, 8.915989054952806, 20.757543654700726, 14.089472280378835, 24.61253357270158, 27.054702529985143, 41.36606184312135, 9.146605611187363, 13.57741787656822, 11.533762783700988, 9.711955624076676, 8.219527059774077, 13.705694307177314, 11.209102134748646, 13.03696942749781, 15.38660350267854, 7.83501418342663, 5.57788381776322, 15.931156581372692, 77.73386438930386, 24.618988838706034, 21.501404492776885, 9.56286921755178, 8.159058706570658, 10.451296598981726, 10.512995254073523, 7.067840620432662, 16.797255382013258, 19.45094788113936, 21.938641359790967, 16.958056896680453, 15.765469288817297, 14.781796683595415, 15.82381137993614, 15.65937889301068, 7.831299275627893, 37.03834821854703, 15.847765686209344, 13.213259001785474, 25.545799497102585, 13.861313762744093, 246.51363890933754, 13.547082803846063, 10.565431780974356, 12.782551452140751, 16.338934925174165, 26.55268386987125, 15.798562113407526, 18.297440924284416, 3.482092206855516, 17.707130386034116, 545.846076695982, null, 26.20564117406108, 18.32831462075832, 47.76801937002468, 453.7517813175392, 176.8564732222654, 7.183087802619183, 31.593825192745122, 15.399126829183604, 52411.42259887535, 171.82529024296394, 260.3574265485989, 281.2037629477132, 14.770265706070033, 17.49518117385417, 4.305130310652588, 12.032616528998233, 10.872751448443614, 222.44737916079066, 13.50609321073719, 29.52870505095953, 11.414472842933824, 12.676896900803635, 11.893230086446007, 15.282489327111769, 10.969671781000876, 20.690620935254298, 12835.466449940395, 2216.371839171008, 13.964948579237886, 18.6204845765532, 1686.0742613723828, 201.8185682276076, 16.245680286740416, 11.024573545263948, 13.015766756768533, 20.782366719247516, 133.65600341391715, null, 8.538398414861934, 17.365466897113723, 47.67947139965197, 16.414731206101607, 12.678921334666912, 10.01883656823862, 160.2876284700861, null, 23.12599112029873, 16.345550814142115, 45.956267743672456, 14.167869371508287, 17.492879678174223, 18.447512679160198, 15.908838667706876, 30.29532168839941, 15.322382317450723, 570.6825775869179, 362.57755712690886, 20.835306746215846, 25.54812262042232, 16.429355751970064, 11.111672036360424, 157.81848501154198, 231.96766892422482, 295.86093727119436, 11.787010586940982, 9.509780531753412, 30.67032042593552, null, 34.34664392409073, 20.585280810747744, 13.714046854462268, 18.15723436925062, 15.432678672402401, 12.459966999016533, 5.9252307691605015, 13.134820543173428, 12.707389562490027, 52.051817204013005, 27.6728498159119, 6.7526293633074035, 16.97885725496798, 12.987418057552688, 225.6069312853424, 548.3477026043772, 15.788338015488868, 9.515603658024208, 10.283486502156856, 10.603316494649723, 9.411838691460376, 5.309196435860746, 41.326271419757646, 13.037159481579517, 88.30123322717779, 17.946971009389856, 27.48517903173783, 13.971447663270038, 14.368645340236636, 15.786146007820909, 24.339289868445572, 7.609502846313057, 14.659855160928206, 13.075166405699965, 18.700167600448804, 16.015015015874514, 0.3675334098528391, 26.75242992524959, 18.953967412370353, 10.823493873996787, 23.563963624102797, 84.95837714080034, 223.69518833402645, 194.67122141159325, 13.003406100645574, 15.265143198602493, 34.815349589792646, 14.86501589581759, 9.582818800267178, 16.711567797985577, 20.163247434234652, 22.630804403060377, 15.272519811777565, 24.928711403131214, 9.9489242948822, 15.674490674045787, 580.6280031542236, 2240.3066735917396, 7.977825455497363, 12.752727579000108, 26.688107788858375, 15.490201265765116, 27.673421904256934, 1949.01175815572, 39.854185733476776, null, 12.205604683537752, 11.499412960294249, 324.93502695040286, 2547.019451198959, 7.888070096574645, 299.7383046827362, 270.8574167888925, 171.73535001839, 14.287250423961249, 20.62870157570695, 26.377408146656734, 22.33285573607481, 12.650359650461853, 2220.429098809746, 91105.24078152172, 5.940481107478063, 15.377027430940428, 2512.919507319925, 181.4653977043188, 33.736672095953296, 10.0214327984807, 15.513015898502793, 16.626503158307, 36.078707649537954, 14.97508847514657, 21.831549283969956, 16.200391392862524, 3933.6910034877424, 7.509818046826389, null, 35.848041624483635, 9.051073849117149, 16.481757067718547, 23.83307476955313, 10.973109764150017, 5.163976054556496, 7.72936634621763, 15.642804468878515, 11.599930379725471, 9.165018587464257, 16.180368095249186, 11.289001964825955, 14.307728591525267, 12.812444648951244, 7.348012066400687, 19.70763126186026, 14.169269615399275, 21.179618835579237, 10.935311373293152, 20.528935826342842, 16.1357661286189, 14.968178883627735, 12.914942627417044, 9.952620589277453, 27.951414298381085, 19.49014731213027, 13.424426676258545, 2.724057679089986, 5.52839879698937, 8.365102141540897, 10.705333555271896, 17.499854920652947, 14.89437940484716, 14.897113668397285, 4.601244036031786, 12.361552988189132, 15.991404666902554, 17.172263886044426, 195.40827014516682, 160.22092860350554, 22.53795585418064, 9.213064976922414, 30.256667149864754, 11.141518978971844, 53.18646140709565, 15.87387925215679, 11.174041560355372, 25.850518058766752, 11.81255218947418, 20.163409974221132, 29.854516618572198, 10.075157796309725, 467.63406239425575, 227.84156766797372, 14.190555845083967, 14.761985970788094, 16.545393413352986, 13.331814053418254, 19.304373176760112, 53.85961205828056, 20.29930021943575, 7.877145148863669, 9.801187781661735, 11.081468311721883, 29.287269759873322, 24.638510728047894, 16.59972374661093, 20.18294144136945, 12.678399799544675, 15.029653672962587, 14.040092632122796, 9.607117812306294, null, 14.563685520638838, 16.08990664922714, 16.977865461518704, 11.145919436761641, 11.829845539571604, 3873.692737895012, 170.90414468863915, 12.082888151015348, 19.493029694297146, 12.59147545362912, 14.314428192251086, 10.13369741629782, 11.257129788289474, 1039.886756829794, 14.690551288389358, 14.560019523393793, 12.424143445896025, 11.498733220748797, 20.476805856267358, 47.47147387625425, 12.894369185931804, 18344.929512221082, 188.4473514768521, 311.0337489892857, 13.124640020707949, 13.670001163043418, 1481.908337203454, 11.371721821264709, 22.73705321015875, 13.138264413587804, 14.598796745403282, 13.50092968175282, 18.216034560022212, 13.25604268782691, 13.851803724895134, 11.601434668603813, 32.685247085826944, 8.408484642267863, 25.790113712483173, 2217.581543080953, 20.221162608551033, null, 16.793302590456033, 4.566859907485778, 11.559572922121866, 9.245596558643932, 12.153814759603753, 22.444174519090566, 1030.9802211103568, 1609.2915370653554, 13.103357483042636, 94.41237726275348, 25.676083915158983, 424.8085108994343, 160.79192219311182, 16.711379933252076, 4.776335951683625, 29.520015995157923, 16.781692421797025, 20.004190758898712, 25.006995937476677, 7.920945179744244, 2.7696820293415, 55.96151398804007, 11.88677691990042, 16.846820321638948, 4.8745651675215855, 236.05467687524552, 17.56903315994682, 21.237431677016357, 15.427081475388029, 13.830577169240415, 10.648220940169256, 7.680849935541751, 45.61041118144534, 11.051936818290418, 10.071130379582144, 2479.724413031087, 15.035395522265, 14.258454677434333, 442.94109814209367, 19.318502783320728, 33.525261392888666, 28.051972647788602, 9.327695254349825, 31.717512200530862, 19.43469270401155, 14.381550826110368, 6.663778743125447, 14.71952560349473, 10.061094054040927, 30.37444481955514, 9.718765716524846, 10.996177877560882, 9.3062366801676, 14.491080667912476, 7.861337630905548, 12.726095650698895, 14.729208413595426, 7759.642548302541, 15.857804981567044, 18.223876732602932, 14.031782738704205, 16.796716429158014, 18.841912304665943, 5.0751522319106055, 4.575522219291232, 2269.30559104784, 15.351177371660624, 4.25499281243768, 16.173401494777096, 14.066861104468455, 39.8966988629462, 17.998021118815004, 15.79915160472924, 25.16840480288392, 20.540361502630397, 11.020909127935937, 17.127614348557177, 6.6927255710995315, 341.07432594375064, 265.86857159829003, 25.123778650177, 18.253537472546018, 19.73900667512516, 5.91045367650919, 13.75149984718241, null, 24.86012823130268, 17.17004975493585, 15.602610917500774, 9.916419353517194, 11.652335852903345, 19.87079846765264, 1923.566544067061, 164.4396664683124, 4.700959024418941, 17.833355673280302, 20.97292493244512, 13.295661607176836, 154.5412298578741, 712.5262378148866, 8.22181054857862, 374.9889824942732, 192.3535284414654, 17.082658061128303, 14.514907717731173, 10.586222565927056, 9.62542798865001, 803.6644759904167, 8.247825268207974, 35.59794439515439, 16.59504282309294, 18.09569015814952, 12.1292732705651, 18.74387505268754, null, null, 328.84073422941987, 188.59899637859863, 11.588486894828966, 18.726237901577594, 15.093621149691426, 16.950798956960814, 41.503214143915855, 13.723400269026945, 16.939340558016184, 17.888058403348857, 4.710762864281958, 17.717203266429156, 3.9378947561285282, 11.84843204596994, 12.828734066606565, 22.924775858064823, 9.315761719226014, 23.45720567750439, 11.242694361534747, 19.06520848320313, 8.797722022263486, 14.415063218315945, null, 16.57382199818311, 22.695163528604496, 17.249829728091314, 19.750477137986636, 123.06740326857755, 22.374801340189947, 12.769733875513856, 29.691699054250574, 221.76960403386553, 52.40012897650116, 44.584034608566895, 17.853742426032127, 89.95696788265262, 7.61512593881278, 13.626048595103118, 9.88443586350176, 15.977934670710733, 22.072951129741092, 11.660846641886414, 12.266786677983475, 14.56964433726442, 384.89671420982046, 278.51191358443543, 305.3112067749395, 17.565485268166963, 220.34455212654618, 29.89363199148837, 13.156831525182913, 11.251288125895481, 19.318935684272468, 10.461761138572957, 15.809483416883321, 16.326590736068617, 7.5283831910343215, 30.03035407911616, 15.460997820438552, 11674.913668444895, 6.324009962417756, 12.95026230039844, 17.073389203809707, 11.787128866725435, 42.95041705663694, 10.999611045486963, 16.442627717011586, 13.94171493982218, 16.205060532069968, 12.705804187314408, 12.669525207619515, 128.14421496316012, 14.630618289043605, 534.9884926841338, 13.134121306558766, 15.452326211607682, 12.585611096392698, 7.847147752704825, 19.85872070676506, 30.717179442231487, 10.447769616466193, 19.537448583164792, 9.268075803089, 21.0414470129846, 20.670906514707962, 13.349258343087977, 36.99411946733221, 32.75798219385598, 20.705877193746826, 15.86711294418291, null, 216.47616806757927, 13.397138543756952, 20.785338535359053, 16.732470768459525, 20.20951739166548, 16.896080661698075, 4674.949581598938, 15.959289395020061, 12.059965589120068, 17.845336066020188, 16.226758144633155, 12.317676035123483, 269.1392893428482, 12.086183457963767, 9.169148596226616, 12.507067329063391, 577.5930703713071, 5.164256621509935, 173.9622443919639, 244.304933211859, 24.252719986565342, 10.741849018989697, 11.079074406914975, 22.178150605916983, 24.96134787436285, 53.96396727778672, 19.178256531745454, 11.298134128101829, 16.411738647360693, 16.607839901381446, 17.591581888106838, 11.018938582040274, 19.092465364666992, 403.05114555976166, 32.70899889429279, 124.37845105159893, 15.977353629500508, 10.455871390985276, 16.21967961579561, 31.98593257096721, 4.16241813763061, 55.597717707746185, null, 34.178833244760845, 24.19049821396866, 20.42156643511367, 10.28697060191985, 13.903326127342266, 10.812303382314997, 64.85634751587017, 13.79600798161932, 23.60750155344968, 20.48904931118011, 17.044516567564454, 12.152292649292972, 149.76380336230503, 16.93708947972225, 25.18932940568867, 9.644075957651836, null, 135.18257156404675, 15.813643131823927, 12.096639318719179, 22.89014255719434, 6.312221003247651, 23.29783794840227, 20.17024089494113, 16.659207345001434, 16.976632984154822, 20.010730754182735, 10.50153200613372, 14.247090552371931, 15.76818210399497, 196.55462101348286, 34.08097746840238, 13.980202112910021, 20.071615184428932, 8.162166455712159, 13.302018349156002, 11.198867074099583, 12.25522282543933, 47.96748117797287, 7.845812780996966, 7.058214579430666, 363.0659211546083, 36.598749955179116, 7198.530127033134, 41.576752554623276, 6.4932214889991045, 13.650601356525016, 47.8094395301551, 19.505339995860158, 5.853386901630777, 6.885086317863731, 31.466533092682763, 14.758363580549426, 25.38102438821205, 23.615265119036412, 11.854138996523623, 8.585520505632543, 14.343472303986635, 48.79039012338769, 12.882379347201333, 15.251525575875188, 521.7032836638449, 13.196645421013544, 36.55322227124736, 17.72325048699348, 11.654733374031718, 18.90719378083616, 32.440385233993695, 25.38013815235604, 10.191011488749336, 15.787754677585008, 436.2025530604857, 14.77745153917547, 22.497584640138943, 17.639532880607632, 17.077250419228935, 14.560644668915645, 18.835427786024734, 14.116359317497265, 21.656900475233787, 3.9113428632317904, 1.3494415669431192, 11.454628576152134, 13.69279273612084, 16.670385550692743, 17.117539742680613, 11.256855246569595, 15.956824629311196, 47.78903888649406, 12.349944078905782, 7.851094477371528, 13.7865955120301, 17.726586622320628, 153.11234774943114, 21.24403081627558, 15.883149017148307, 12.413600592806928, 190.0249621377154, 26.507510685791715, 11.224971341943741, 12.93039636761434, 12.748275697651472, 9.683232833000258, 19.658053324268128, 21.808454398841647, 1245.2648357632768, 255.2517093562846, 17.405104422287806, 11.61618789692158, 66.05632239190476, 20.267368733446084, 8.601113872407565, 15.013834395101608, 187.22183753259515, 282.5117903850028, 6.558954555782282, 574.5215733110907, 12.225952117474096, 9.299745107054859, 16.24663808291349, 1115.5301943318564, 18.884357353511408, 418.21820420113676, 1624.1018232972415, 7294.186455138625, 25.207607166467852, 11.335364761179399, 14.650593547858046, 33.59441413408396, 62.837483737540595, 22.08777151471229, 13.850838680395961, 23.55063865659867, 23.87384923201184, 9.508883901559374, 12.045358424914527, 7.574342791116072, 43.76129354312091, 343.2659255275066, 278.1183576048494, 16.641781402076155, 17.17776746406, 8.819735814646132, 16.363686521861915, 27.710703106226216, 18.462354645272672, 17.71996330527236, null, 8.758214718186203, 42.31221701863244, 13.48793540114417, 3.8941108280463257, 17.653632033130343, 16.2555978022616, 1148.6929204841122, 601.2211672146977, 18.01966843229284, 22.43861385405359, 16.59067904653151, 11.322827207209206, 15.098639153861706, 2.1505554646609264, 12.846432479523369, 8.722093242602792, 15.686496572858644, 189.287848454914, 22.01955632343036, 3.799760983956402, 14.734378425757141, 11.103438883607852, 73.78132897850178, 74.25614506931733, 18.060425479595487, 8.516456352930737, 12.076319438456972, 14.14898603817648, 18.96273407944411, 12.811191523817554, 10.601638779606922, 13.545602704054325, 1569.1782002786692, 6880.672147223467, 1296.4637414029735, 25.899333289479078, 11.356104986061153, 16.406845878566926, 117.74888474781632, 21.235398358211146, 11.392752111460302, 41.543951469909466, 21.937248320608152, 29.02951371459746, 17.48716495316726, 9.038147279767754, 22.156981536270123, 29.566822242020077, null, 470.53728131958593, 7.391179313239747, 11.356305070608965, 9.113792555905722, 12.19628374488055, 108.1697806413718, 37.35010156695344, 16.194681632415605, 4.457794030904631, 14.599673773612022, 5.098579521434206, 17.42982446665369, 257.2051773768209, 10.562671014033988, 224.0251197505277, 45.56250575722425, 13.409742854378916, 5.5803400417383155, 253.38058903351532, 18.801705543248765, 115.04771973586693, 15.22790364807967, 50.17036537429582, 7.551854642637839, 12.546798452190291, 14.92904834375235, 14.885762121130025, 11.788599463829938, 36.71154902709221, 20.032669637766507, 4.460370374786964, 9.900514036197684, 10.147043599009397, 168.08991471886972, 246.5600533613424, 16.747459232549335, 1162.7150850232536, 229.8002753073763, 13.2236555221562, 25.663475038365746, 17.772310546276703, 19.83803797930397, 8.668536151397051, 16.046316742449886, 12.032644900296473, 8.697461381678236, 11.323471294709089, 22.44365638487791, 17.18597696173837, 22.896244229790092, 89.92997697767805, 42.150773275281296, 74229.25139767533, 93.70254846155541, 96.81842345663999, 13.621665624217698, 17.727972975506297, 17.450379650694973, 17.38722487393418, 636.8864104388582, 18.32322748316137, 11.946180093875508, 9.231788351215313, 22.596039280042486, 13.511367571227082, 48.22229537259301, 11.579068927005956, 20.53658067779851, 13.362492118798027, 7.256700288564315, 13.64391579544504, null, 10.656834814793752, 36.388838945832426, 23.31385538226956, 14.756610410536902, 16.200839270911626, null, 31.8627385921892, 9.61113774981586, 9.1901755907505, 12.443202684891142, 14.25811261882428, 9.931779165712019, 14.464306557850914, 13.862073719276507, 223.9111657938944, 13.86249950974716, 9.720070091706674, 9.173410441838458, 20.028755164953193, 386.5920566473754, 779.2874240195126, 8.645542775953091, 11.576756611456638, 22.195930855796906, 15.907232394895926, 6.723992539909783, 20.379587303031037, 13.694142933498519, 14.388020796952462, 18.69981317584329, 11.152358459356265, 10.835847603003057, 13.143724749472758, 22.087852604811697, 9.3895721136519, 10.300745409444211, 15.691783459056245, 38.16010190219485, 10.222829200555395, 17.155860407493094, 7.718665280475539, 229.14603063866522, 8883.015351482902, 19.592032683878262, 35.44643065709752, 14.699400332457056, 17.741514803712352, 9.695349840783656, 23.802996049439106, null, 31.88869433246828, 22.90434883152457, 7.469947604934838, null, 22.5254585122838, 9.676563886007056, 25.05451479766416, 9.108510586593967, 12.233093885639384, 60.771307120529784, 15.698849125220365, 13.316216988432467, 20.771903176652287, 16.592157757607175, 3195.8754415890144, 16.639021835141264, 18.86051751321493, 12.121976540418153, 37.332268164569896, 18.962201136464273, 15.233655000283482, 14.952773311693893, 12.221675099060265, 10.277734933991812, 20.39514513245573, 17.10858416642523, 30.46172844558221, 18.183079208901237, 38.714659938767966, 32.445112227053265, 16.89846515922758, 540.1667369371605, 396.5440545152826, 14.33418534732373, 13.526132239296837, 17.597525677841737, 37.678987046190414, 20.15925216396838, 19.75231468603453, 16.865222375932184, 8.967986366265267, 15.296109423687026, 125.14200989178907, 17.169401221377207, 20.850276016183237, 11.324217148542266, 377.52380005295606, 18.058981712533946, 13.166185106650202, 13.153750998933788, 14.077186515850627, 10.131596914552807, 11.438159007350805, 9.279210215957367, 16.076948469206705, 8.621618544548157, 9.37567035623249, 196.35078337877738, 15.423989108440912, 11.284411045567415, 9.519038414539155, 18.007887578133168, 10.417665550904065, 6.472310137238775, 19.688513446965565, 19.647441615821727, 7.797127998905571, 15.684284507622118, 13.518684129526749, 19.881972672066325, 10.30643090350827, 16.114191602773833, 17.373460356024193, 11.611788575635073, 16.239730290762747, 207.39096892600296, 13.993162069293971, 18.721830816497658, 18.254385692160184, 661.0566325386724, 35.22017221571113, 10.961318570913924, 11.050683373215046, 16.28502459074209, 15.91306955047936, 26.642950443485304, 27.360699968604088, 14233.211897582478, 248.9277560031479, 13.655016692221098, 881.9482472993325, 14.174121824808465, 10.511953805158178, 18.168144297213136, 13.063551481128455, 26.65286138753591, 26.31604698356996, 7.005213411048108, 14.944195219093187, 80.95029800594347, 45.917031246603905, 33.671636826601876, 44.165594210518464, 11.531707468917933, 14.385250358880338, 20.479695381727023, 18.113233562869013, 145.3225126640954, 13.829009051341002, 18.97404144856802, 17.84391588840328, 15.129525745219441, 14.40553796489989, 13.353922280732805, 11.308017650435549, 21.024140183457206, 11.65392220678233, 198.18663253108673, 23.116767134510226, 12.767798760883965, null, 18.153206375549047, 49.356585580801074, 18.88010343914905, 29.786385222025103, 27.934229858556012, 11.556726461563244, 10.75037203435233, 6.739507889100988, 21.424135206095066, 15.470715758074693, 12.800261564571937, 13.673085568405893, 13.58878420508405, 15.591903075582685, 27.60793621250468, 11.339425102082965, 30.63983136366532, 8.338991145742108, 23.405222036674964, 91.907962147013, 11.625637375576199, 31.498942879939733, 11.314663449573784, 5.91825584601337, 78.13705919272866, 23.008408209396638, 17.279704358796728, 43.0176308046849, 11.802217417942664, 160.22351473577282, 307.602527163552, 11.565340400431847, 23.044199352494893, 18.193841620510465, 17.322308232635862, 13.024179955354464, 18.357639323820862, 26.89943951530025, 14.071829672158367, 134.95643629811678, 72.86557225806119, 17.556862022692183, 26.69288466407487, 26.47280475963635, 51.63204394659883, 13.547824999979525, 15.22680276932657, 16.582708950593393, 13.578982923439233, 17.65059962410796, 21.734022723941465, 14.594082384774785, 16.915859176825894, 14.03847947992741, 13.251823182878622, 89.50043296498468, 13.877018781512234, 10.430540166101704, 13.915853517657652, 13.161280184929721, 109.71004438826743, 13.530667298177462, 13.007900347505254, 68.51001510100119, 14.177533742650823, 23.62640778683047, 23.518136182619024, 15.900554569052176, 9.83168807517883, 294.6750484179008, 257.9586545455925, 14.827840549311512, 18.598154486461503, 8.047821924250119, 15.705592354651305, 19.742022165498238, 7.557218333361098, 15.748078852483433, 56.1423318221406, 20.800671179134323, 18.26561024726353, 21.420865726639718, 12.235786510125553, 135.5401838357789, 20.242855937274737, 24.011694470595703, 16.172313839602552, 17.20702060817165, 7.613665048648295, 20.07928400359275, 14.055924949840364, 608.0249379257165, 12.899583967121215, 11.912865702623215, 13.621998050018242, 36.9925135487431, 25.321889761421385, 13.647189786172946, 14.161157690103815, 20.751303772886864, 35.75487109552136, 6.261590692357283, 18.07106461395611, 24.87918122227466, 18.352737914240507, 23.418793287883787, 24.51504181564841, 162.73021690514759, 238.8577676741454, 29.993910306140307, 11.756015358099466, 17.613312560156917, 15.177372738215833, 12.493784021930251, 11.821765437721664, 16.456602245813762, 3.0238873145689382, 24.548100380992132, 717.486836260991, 178.7391181639124, 15.985210947348607, 15.636575873290946, 15.846104925007735, 34.24233585367573, 13.703651149678207, 22.728949907911574, null, 13.825630032459225, 15.551561092868473, 11.240009947004669, 59.37338902870521, 2602.165340785848, 465.6724437287429, 8.208557198664424, 828.8214407938374, 15.838853696432496, 27.232553355643464, 43.034726341585554, 60.451013332187564, 14.695485864015932, 14.405353282059457, 11.625960020728845, 16.290671353520025, 13.918605445257835, 97.55935024485396, 13.546511100901027, 28.332577987149683, 14.261941617200813, 19.991464932600113, 10.724106320994867, 13.092586402447138, 57.84364191625118, 42.51674624999832, 13.287849281223496, 8.580859585696462, null, 18.30760393759721, 2249.826485538927, 17.942889733737033, 18.14049928274715, 13.973290243857008, 15.094260701441716, 27.01394561198108, 35.10202721014122, 15.947625339420615, 8.429257832341492, 6.281146714047378, 231.66555864080468, 242.162218470403, 984.2782284673332, 412.75688904605585, 10.597760536329623, 8.201240562997217, 281.00618420977344, null, 943.1279660099423, 236.61162685882005, 26.45913955486406, 60.046554865535725, 22.563154838641925, 16.761390881582805, 9.738944708710287, 21.43275750130089, 233.07470784454048, 280.56759366816726, 193.20387799624473, 3772.350001759202, 19.494485029255678, 17.141197245547506, 19.46037197268892, 14.292683567152874, 12.617980436476044, 8.999241961360633, 12.250026073251805, 20.387916817418674, 289.6882386263539, 52.23651145072769, 4.105854318696674, 8.348317164104895, 16.348006930303985, 19.094229633631123, 1.3347787851092419, 12.056832758258171, 9.459368393615566, 17.228189850119787, 12.091312144012804, 8.767442042762545, 11.539909194122947, 8.935505966001523, 206.94507295885293, 8.02802077053218, 10.076141681998998, 14.474705668519574, 13.606887836502306, 44.57398314078985, 6.7064511574166605, 7.331927514037518, 15.715865116113784, 20.63836197023749, 11.56334961741416, 19.89636318172704, 10.745594401060817, 17.983451310260662, 9.616339357514537, 19.647441793581805, 64.16645911101487, 15.941589463067393, 11.061974804090312, 36.403719195889174, 15.514844091641868, 12.629038396797025, 9.36836899401307, 24.89234458567475, 11.05267530289578, 12.64399048370893, 16.933868516808595, 26.80708387546261, 15.11259485357803, 13.18484020539834, 15.343530851698675, 8.917099850955319, 13.996137661308058, 8.900766946237319, 33.155255485648105, 9.785617653658509, 45.75265768796568, 16.799569676266483, 15.849013381171973, 20.71393671026553, 13.628530346905698, 12.277931686099784, 6.0924821481597675, 22.962066598091287, 8.273549925101236, 68.21434122109882, 16.103759380062765, 14.666325457984266, 5.660533078984527, 41.76312972112333, 27.6256727395054, 8.410913599502733, 15.407951471307449, 15.754580783246851, 15.04481840470102, 208.4056218869739, 8.878564917540489, 10.781884185373967, 20.28632909324513, 15.196747189959948, 11.889495394154476, 13.611948298331633, 19.23364284573181, 10.602178356338078, 17.33746814663073, 11.1240729332905, 15.024888205331953, 14.750162668223467, 15.409857947591547, 17.34705486922791, 12.341065195155586, 11.543270738973463, 76.34611082596942, 28.770644235606518, 6.4530431217740585, 24.243709664426266, 9.543418231322276, 15.994916035670764, 14.49564268644947, 13.820666252621384, 11.672275354552596, 8.480295541689793, 15.267792827382905, 212.8376709056248, 179.36689945443825, 13.278623343169132, 69.02135992052655, 16.700006278841542, 11.19963149274606, 16.091515184048536, 17.44620042465893, 76.77352450866353, 487.7503164086497, 43.710417591108666, 235.47491916642625, 9458.254529415539, 5.644149825280793, 15.334841757734768, 13.34361314954562, 10.762122188239967, 2.2678854176603678, 21.18483020677341, 18.41505422484369, 17.183822039637597, 234.3118083488277, null, 16.993213384669733, 22.667998404314407, 9.633750993366952, 17.481002354897576, 29.50636893726717, 12.745233766841586, 11.597939117650707, 6.807133541615023, 13.225946805302694, 14.960547567835611, 23.86753528478677, 362.4292388516645, 15.198759527337561, 18.5857291336832, 13.831710936317025, 19.814787902997672, 6.418832844528347, 9.908139142369953, 16.44690173674407, 21.61065792561295, 986.8478933041756, 24.92373347885102, 17.115230235383574, 21.33050959512296, 18.013804193655698, 93.47483290490489, 10.241901414855544, 17.901879299084356, 12.845428865280681, 108.1698664612476, 17.611244189107364, 16.967577120968624, 14.623157801653669, 12.802161118248522, 12.41994871886364, 14.975795124501914, 6.1235295604826065, 21.077156832274426, 16.87016100159825, 13.150558031161367, null, 32.60504184983514, 12.666523320804883, 16.241066596789896, 25.467922525633305, 14.943867198588169, 22.879405440342143, 3.6138376788247415, 9.758573558706845, 9.563451393822216, 12.258197190363056, 17.68156219470264, 12.456262526413505, 11.982324589759552, 38.7272939575757, 11.799384538514007, 4.29675634702787, 37.2521134069439, 18.83772856995632, 23.62066285621069, 334.5850817252234, 743.2917741468335, 24.252614036389, 15.863172072797465, 2326.7672070623207, 17.34210435173376, 9.529363587549287, 25.07328782531269, 11.340654233936329, 321.99771734363253, 11440.165805334636, 14.922833602906886, 53.582388731638964, 15.901139919710786, null, 15.020589179491456, 16.093630942842314, 26.179355176094226, 20.97345137604745, 91.69811814570869, 36.39537312621199, 28.608994978645978, 12.984222726721717, 14.449011960414063, 32.02644836977157, 13.541095227014473, 39.13595379943222, 26.243758370709077, 16.223826858153558, 21.072127481294466, 14.731877449184067, 20.0095238996134, null, 15.372654611050661, 17.380054140499777, 12.915154597306266, 18.95539459757583, 12.62179337805301, null, 100.64530813111128, 18.65514085441526, 16.890291597275773, 13.895377153212916, 20.52904548954155, 11.626723589690773, 20.9857016717593, 235.13023927034627, 2311.3904858405244, 162.29145220049392, 89.59215819972273, 35.2362718024808, 5.588163812522616, 13.652402436774867, 17.499945029894818, 17.75390985193919, 13.019948344414006, 11.981850951723885, 15.499025816250011, 28.087753836649462, 12.357220230382238, 9.80482163012825, 16.738990307449733, 27.624717241070773, 16.083571179766437, 12.762025180518046, 825.619904150119, 615.9568568880716, 12.507522567552463, 16.631605948395176, 14.375226153030374, 10.500265653799936, 14.728036638073595, 4.076099661673273, 7.427406434713674, 18.156817193205754, 20.50139147607748, 18.672281718953702, 16.23703330359485, 13.622766393112164, 23.894743982372198, 15.860814677022955, 19.376263426452123, 21.822481705615765, 15.626869312551491, 19.256176959881635, 28.50891616257656, 16.659193591477965, 173.66961354855118, 19.515775551050147, 28.88944237373014, 11.019269998286537, 17.509616675688267, 12.803968740246658, 7.960102407468133, 12.45196864879798, 7.075089270452058, 22.57153674170672, 12.718916810728366, 21.12579664613485, 25.60402832674063, 2506.565548208082, 249.7504855499655, 53.98835909056128, 18.083037648938863, 13.762197041241482, 20.14640214504585, 81.23889226033117, 21.793625020338673, null, 10.3048929228521, 16.2299361444414, 1500.1523991508584, 355.70860715820646, 221.44556412988743, 27.26831030470028, 49.04320147324104, 16.911570087272793, 13.120915578050024, 16.658602455331472, 14.518006731454026, 11.9325595319929, 15.2260109643906, 37.09940018132259, 20.960838793031424, 12.491674361890292, 17.152031436247448, 19.486137182556774, 16.83875307802407, 15.878837914257044, 14.756312082416505, 18.38232917032124, 7.905538505093203, 9.037711241941713, 54.87818295723499, 26.00223801771433, 9.035768123609678, 15.326516680573942, 16.337271718401315, 17.594275197573452, 12.766393466495987, 15.620039354110725, 15.28016044893365, 14.289999893725119, 2.035614377446742, 14.010214085627167, 9.28787387784489, 486.33993929472496, null, 16.906536218611137, 17.207999945269357, 26.9049854080473, 23.241897898791343, 194.9909333366756, 2723.0668797518024, 56.32802671680964, 35.95137277155417, 323.8741228590902, 600.0958565539586, 14.444588998126692, 10.785042031220843, 20.38575245681898, 37.58632144456619, 259.87757667781347, 291.14413281847465, 4.116029617768532, 24.589067781788568, 19.787001726152102, 42.23987752566997, 13.683614221026788, 16.256737706422413, 14.052988593250744, 8.105601140727673, 12.900498052259696, 10.707974697290917, 18.95479940480331, 8.860129337166631, 20.72690344237047, 20.57199202422116, 8.419424263990985, 8.76552014048891, 8.00567238137654, 26.17577026050673, 20.547173720219877, 19.219141888450984, 24.77420844133632, 22.340652349861493, 12.593887640295145, 319.60363652596806, 195.9743823779805, 17.206334018351935, 19.350039605864925, 32.08803042831965, 235.1269053010175, 21.009845161267, 18.154686744343337, 15.050298637552618, 15.144357756099346, 8.748740481003187, 8.436122894859082, 23.622262888173665, 10.536037250202916, 11.245261678943265, 12.879079148288223, 14.824428545442847, 13.326476237941439, 31.542063680439817, 15.26825778830584, 110.38733534291391, 64.75074188856395, 570.5517689331198, 170.1311324911961, 216.3116200879784, 2147.8302279955833, 96.44731046267393, 134.9860092568202, 17.838050790848783, 26.02113976091847, 9.029485714238293, 1493.6572588819574, 6.0467189675314925, 11.508218456808796, 11.300455965383511, 13.288516057987788, 9.667282522778605, 32.859388400751016, 12.462982720827785, 18.177756734256068, 13.43632206173774, 35.485096466125185, 12.448390878341224, 107.84533464605205, 4.044925686221597, 21.803843548847674, 2165.419217982346, 428.18086012604414, 9.919214115491698, 10.331533216788195, 76.4294086838075, 21.82781163650672, null, 8.94391350880255, 154.73088707249858, 20.877224593972038, null, 9.736465250362157, 295.58502289690983, 557.5743729019772, 11.508267026131834, 24.102291762046164, 15.021078106939106, 40.825212272877614, 23.968855255035077, 21.57491197738608, 18.74312221104436, 17.946638087364864, 2136.6854818949037, 3070.481179867077, 17.28174407948373, 13.012424278289998, 6.653561179921065, 9.199440091903027, 25.26396331288629, 31.68665250357665, 35.68043583268, 12.539075180257955, 14.400647521459394, 1145.1243543919227, 13.317447398103516, 13.730641933913065, 16.984214636784515, 221.90775560934426, 16.70505304675873, 15.900694298193748, 19.44275190358487, 12.970650906384149, 30.570588423094982, 11.25868097226402, 13.257898827276154, 20.989122385758016, 13.873478627855453, 47.09904842111762, 194.49038230786897, 17.874291735760952, 26.32213204914236, 80.48215302451142, 20.74281835581511, 18.481022612755538, 16.47422115282476, 36.49101099791252, 15.552049187732274, 127.3200069857958, 101.66088623294858, 4.02580676235949, 20.26009688244452, 16.111137456446894, 11.680189738028655, 9.731508776280355, 10.967260802448884, 14.307839758473342, 15.52645892325068, 30.379498980588444, 20.658208144521467, 14.091223165934744, 16.653579104903844, 7.1161221820567375, 13.995116467860768, 21.63771863179413, 11.413420647093275, 21.16090678577959, 13.388282712950675, 128.09970481039784, 15.655541287128425, 14.099071547276747, 6.3696528517605975, 13.146533385955395, 12.637490966160168, 12.800435107923748, 15.610977614951633, 17.349835723544665, 21.357107446528982, 22.46175496533456, 17.27601401691691, 8.276717231065449, 12.924064879791512, 32.03437229335258, 32.00545258071489, 16.509390735688214, 9.689052799191616, 12.918204641369215, 125.95730546114088, 14.637865039829338, 20.33336625825838, 6.688189696652434, 20.15383464990308, 12.559719018679203, 8.2595800702512, 2218.400800854697, 22.611275406906962, 14.31402623174783, 13.562682076853216, 9.06449318739296, 17.972961557011498, 14.473832472396774, 14.468086956884914, 9.943877774831977, 15.126249080990098, 9.778076469662631, 13.383911976376146, 7.325848809120263, 10.861627441102526, 23.073003804548378, 21.211869730503274, 62.34980569453701, 14.884173352857127, 21.93273878699433, 26.244069197637195, 59.322729956767816, 222.17886472448453, 59749.75895794844, 9.874503487721489, 16.808965064789437, 22.627283776993888, 352.6884009461576, 826.1907556420143, 12.239638365904069, 16.675098497657494, 216.45455152592763, 11.776782132109716, 1653.0349313017716, 166.22984435807044, 12.677414676297815, 13.419194787266795, 20.16502370359624, 11.731759083934822, 18.062170743756933, 20.281055807105986, 12.223484598976212, 20.617398446531027, 16.03161763911271, 18.961012213121524, 19.509072065963345, 15.024201677828493, 27.43749237690235, 13.654564226769542, 32.39407699317987, 186.65818310215676, 16.603513866317478, 19.174920166889667, 9.612446987988566, 16.72343198236485, 6.788006649767366, 175.60561631281047, 26.18531229864129, 14.477045843450416, 22.777039900398695, 34.06919857177821, 8.267071908699613, 97.69624401219866, 14.03106396081041, 14.816417129080868, 14.014862221318356, 13.631778375055141, 7.18551747224116, 16.26232216762329, 20.290803840132497, 11.178829549652052, 151.08219625661948, 19.484474719868444, 14.7406548894684, 16.28657669094812, 18.634443188381056, 72.87193955543098, 13.449120263594693, 22.12603691938417, 3.8270415316612714, 11.180686502132962, 22.874611160087213, 3.827904122733972, 24.64341434980549, 214.6661825996832, 319.4343827640268, 332.4868717746476, 178.18063771082802, 14.335030676714888, 117.37701963608576, 21.7481143400343, 19.118461426809663, 12.948766255008087, 16.840312747984594, 11.116872479198769, 319.81734920407297, 12.672581425059128, 22.42369001559746, 12.30007096624742, 6.676916714797133, 21.139523200417827, 17.22017679526778, 9.54544044059199, 12.61020266947756, 22.16407683684384, 23.22837228190153, 18.266820068005327, 8.252068765294034, 20.002379960205623, 21.195857357201646, 24.56098761244956, 18.41497942500112, 33.8888800460048, 25.504485196741786, 9.548620539673788, 17.74530111646336, 13.745617975078831, 8.255935259224321, 15.999992360039576, 14.595094145153382, 82.83489928848525, 11.720326495462187, 241.20402126459942, 12.012915609700684, 11.481860433999431, 12.837066643261435, 17.621586083100592, 10.192135938031653, 24.1444559579972, 15.53534093955013, 21.404511957671172, 92.68215260225377, 10.711708929878062, 19.678676186142344, 17.433670302879822, 8.195426732884007, 3.7888240809554254, 21.288706322967858, 18.032687020237244, 13.819610092370185, 8.572675503610755, 270.70175397879115, 15.949667831616125, 15.232177477416158, 23.85337330321293, 49.940548208981646, null, 106.26125280198191, 13.368774499106252, 20.429148138777894, 20.97941000548404, 6.712769052257185, 33.79786717963947, 24.713560112997406, 16.770058883920488, 18.914795435946477, 13.830318555463435, 29.85638559744546, 14.12165772277266, 30.12363602464191, 16.449377234678693, 82.3485400729709, 17.476567845065816, 11.285973050567856, 52.581905106607984, 90.33068543500416, 25.751351864571387, 14.969113199192545, 6.805485660693991, 13.19541391575049, 21.662888953103884, 16.202379275750314, 7.4567418061831425, 1.9593292308470875, 9.835524443062674, 17.264746294322794, 9.567906304751668, 21.418400067172715, 66.00062016868227, 13.056293028380225, null, 16.517629563484117, 3.0837957954481925, 9.685961730425921, 10.290515253609552, 7.749973432832178, 11.071519128539283, 6.6389213539290255, 9.995932077248636, 9.240817941936283, 15.030668102890756, 21.450135251204394, 4658.186854911643, 36.2996753798904, 18.112488898287452, 14.58063871083344, 21.12088610707303, 22.2317953232722, 320.8433396948842, 24.69960694871631, 219.776325614518, 8.984009290751494, 16.95746989375506, 34.10212216876737, 8.338677796096983, 18.38691327653855, 21.009310160064143, 8.549477473551375, 17.683535310583657, 21.394481624094066, 12.154184877337446, 55880.92456219302, 26.370393015503453, 17.344998464079648, 20.996262309009854, 10.48227584342964, 22.027761935112945, 15.578107452589887, 14.397911244025414, 11.229221782510484, 17.987930221242962, 18.69839853177797, 37.313598117418316, 15.823734126010773, 1885.9785245553528, 65.73189897233064, 17.266395730736242, 20.942739024214095, 15.96253836757, 13.158872450630774, 140.29613127898762, 25.549079056253024, 14.413856963740704, 74.9427123218547, 17.458375049357418, 12.748247936683054, 13.31123424652232, 19.860206697461702, 848.2359972807802, 23.17298886826125, 16.299960414223786, 97.65452988398378, 17.802154417302514, 7.908918570106242, 6.501421519398893, 41.26618807005811, 5.9417762340199936, 13.548619108598592, 15.771043314882052, 121.73423617041028, 13.804002428333616, 30.949951735103248, 14.348349020429563, 998.1289046868364, 180.90724254608085, 27.14528688265932, 72.02995418218109, 25.42012973424045, 21.32119082015359, 33.47586331748446, 11.323370966158063, 11.772567560093755, 7.058210915164425, 22.907283263895692, 232.7493007128686, 9.938238797885381, 23.03710205453465, 26.91231681755019, 13.02795762376717, 17.269376206548223, 559.9581398864096, 1961.168413729652, 64.33729266966692, 24.704964953563433, null, 17.976016380339967, 10.79947260457219, 13.373440831618383, 18.623445033480014, 16.554951534492563, 19.060138805086453, 15.966500682968089, 49.01876619419134, 13.77314357378911, 15.768881192641487, 87784.23893908701, 5427.2005015378145, 455.42596490661737, 702.0946152189046, 13.650898317485149, 15.77661014005459, 17.379751741652186, 40.89763903745724, 19.11403802324801, 287.72620967554576, 21.373947989507965, 31.095864948219447, 13.89047611317547, 10.657106490669829, 15.053940580475937, 6.041286077790468, 22.765733635303825, 21.474555171978484, 15.611429554457647, 9.549253402004288, 182.2265058161562, 20.10496694015667, 12.483203860051407, 64.27141038250414, 20.139963851811913, 15.204390835769301, 24.671240828267774, 10.767435899482503, 52.93286787220894, 13.665442783797241, 15.94523327903627, 15.92032569895681, 15.638825043424482, 18.44166785235123, 17.56923722837197, 6.066985499095285, 27.72484859013103, 11.38085559304811, 16.346960730347835, 17.27981435511468, 19.557701871470442, 11.301303586664556, 7.54629816911455, 14.559849802230177, 9.214406032254306, 16.805228692000476, 11.070373912413805, 18.61220037186288, 108.13060851225201, 13.944773372230301, 24.986714994482803, 7.210118761077267, 15.037826530371788, 17.69941130367724, 24.114380958970013, 16.458949863089174, 4.8842110108938765, 14.678433091342507, 31.840173361029066, 3.8856290032432477, 3273.8991024563275, 20.503584655701086, 20.061746653564587, 19.429113614688358, 20.38071191109465, 19.425470176528112, 22.49569748364833, 9.325878942533917, 13.408633092508266, 20.230935554077586, 11.314418606299654, 28.86499934633057, 14.82721661406961, 374.6004122699923, 335.6677106557175, 16.083153904092892, 43.483668385622636, 3.1011721823295906, 17.58487366787979, 76.16997490626716, 7.610334257400655, 15.53986320733888, 10.889074003106042, 10.517097948097401, 12.646749106403178, 11.469604227466386, 8.417971540328557, 32.90634085369225, 16.353209137933227, 14.476191018800005, 26.290289363487872, 19.08061666273585, 13.042858758548107, 18.59087995708068, 16.000973877796955, 17.606985145817227, 102.6332792506935, 7.5551685218208275, 17.932360308192692, 19.534236681440305, 8.389645631484822, 12.050694193236234, 16.296175292538482, 15.125206829018516, 71.99848989215258, 12.630109170266302, 12.14971325199884, 9.782420541995442, 18.80065374877993, 22.23556062102862, 13.888700340864792, 12.088130595324252, 16.403047768342415, 179.33860959862992, 272.0240409160611, 17.896557465980802, 15.408420272987426, 30.221342670498924, 20.031969760825238, 219.75360595685103, 21.210805474533593, 11.059533155227582, 9.955896415129304, 38.86355111324136, 11.584966434539805, 8.297493806327788, 14.048092966210364, 9.932267822138789, null, 160.46916325556532, 18.4825583992878, 17.949108518691148, 11.915273058105893, 33.74196032770022, 9.399644628371652, 185.2539475005144, 38.51824581129824, 12.230268283131492, 14.712061399281518, 19.210098777717672, 5.964657970923756, 14.409789382463241, 8.730669429802383, 16.04164588517381, 306.9668992511381, 97859.53982858993, 20.924232445412592, 33.478728377270706, 14.134704346509311, 17.456830526314562, 11.071527242247868, 16.882124562757422, 15.185417626145654, 7.691510350255142, 19.855922811944076, 935.7392294614627, 15.508346610235114, 11.774163639500394, 45.03989164512785, 13.34470087845581, 12.800560829350465, 27.573251130554787, 5.783175527014536, 14.079448715914873, 13.697111274745277, 860.7383932546151, 189.0095448087373, 9.81307260528439, 1159.8899275828928, 733.0225085001823, 11.473694129233602, 13.15405321506788, 14.627767565799454, 14.752491640793233, 20.457285842488645, 14.24245029545301, 15.788830865157712, 12.30887744465049, 11.683586336678276, 22.176987092018344, 23.70277462893281, 501.30339702903547, 220.19683627212987, 14.549525266605544, 16.053523560696714, 27.954338041416488, 13.11693911872792, 17.08341341287515, 17.600480315493066, 15.993701968917073, 14.905589978372186, 12.259960840272448, 17.54179127482317, 14.874586490363765, 11.017513828105619, 21.40862057824784, 31.106450122066487, 2.085173756287989, 31.568437718209985, 46.60261637106906, 11.824624239453618, 485.44698405181884, 311.7319677613942, 9.802249106082572, 511.0748732393019, 21.335967198173, 7.203071697919997, null, 41.21414697003839, 15.366085499726179, 248.28421046669774, 170.50294072217986, 8.357399218670981, 16.237284767931587, 14.254121566851422, 12.431204601588158, 10.237177168195457, 12.725392210547756, 12.471075415579612, 15.940375369437207, 19.196957779454863, 11.217977825040489, 17.57437312278628, 15.499624927265794, 12.949405613750875, 12.82926715874876, 13.418689651350466, 28.530626897941843, 10.516675532305817, 12.964793079551928, 18.36686399501216, 8.727639063155266, 12.79904781038154, 11.489573394021086, 9.103857338271498, 13.879056796533732, 20.311133109931237, 42.93954911592439, 17.007913059759723, 14.218680605381188, 12.248785397763571, 10.846245003146024, 11.194406088038301, 158.6591725584411, 7.296412433788329, 21.74781236520589, 21.05676378704899, 17.167829508553893, 10.381006077440155, 12.410230836388768, 15.336393351020336, 64.6184211430495, 10.109073174375856, 15.975661530431676, 26.60190752632203, 28.241583602963313, 9.17167023852932, 70.71511313560845, 9.004193510539288, 16.26565102414768, 26.99608032109117, 19.57489483410037, 16.942145294203588, 69.7433412121174, 29.814002271164068, 19.08978008424951, 15.018069714637875, 8.556722037569516, 15.452656994493552, 18.738355080832363, 9.557762119257793, 12.027811734340574, 14.948350038072753, 18.702336689365715, null, 15.054492262165372, null, 10.333693145898392, 1395.7019185144093, 51.86655923901176, 177.8903874460798, null, 16.603500421105014, 12.871055253906402, 12.504210231004796, 19.538363727155964, 8.940052165645678, 16.96437516069362, 13.01507384136112, 18.549879145274197, 13.287063481388188, 14.735293309885005, 167.2102395723105, 359.8811957499672, 18.126113901760963, 2641.860271783502, 28.917658981467014, 15.775629103983656, 7.073168043834963, 15.418454257973185, 18.82816100722598, 32.70248366526489, 322.66073660362684, 15.656282890535278, 17.992932002528924, 13.20634496488102, 81.81671927438717, 10.924824813150089, 13.710099448585035, 13.540782761743946, 30.289418249616194, 272.756029654156, 346.81700436363417, 54.407866785972004, 17.487369364446263, 190.73802190390927, 7.793466308294375, 13.664430845663006, 18.65121504462396, 6.531927992329812, 12.15056347629019, 5.433871499971128, 390.72953278374183, 20.312971545703217, 7.103453050058144, 16.588966195059246, 9.709342497458977, 131.5474809407244, 46.818698904462096, 32.242876643082624, 8.413343476299035, 16.892709077205062, 12.155007040746016, 13.048008880600081, 15.416044858171933, 14.167241000854206, 24.21146046368567, 16.683488537359285, 8.114619818173159, 17.881581901882807, null, 16.583174838286247, 37.1389496129459, null, 15.17738865733672, 200.30838685017858, 20.32390579362448, 31.84381736001016, 18.76845535153776, 17.426048765604907, 33.45913683746272, 20.256478043472377, 49.163170357402926, 26.837272829799165, 13.221719997865751, 13.298503436225465, 214.34550116465854, 3144.785677097229, 14.926407014452426, 1965.5579155174728, 19.248496690030308, 8.336711998781464, 12.316742722504713, 11.896970007647354, 75.15590590196834, 12.437446873276933, 36.684376381989644, 16.348267466832908, 8.167330559020147, 16.555450460626265, 34.607017017960814, 16.696205042396766, 6.94442292918152, 1081.0708540277717, 1553.3124638780287, 15.33422685867588, 12.655444235891402, 31.994723331169762, 1586.9552003008819, 15.03072074410443, 11.102220901256723, 13.295386885658191, 36.96468185509497, 33.96147351928115, 5107.8126276291105, 22.12551160136377, 18.193869496769818, 17.80530688258623, 10.183476535287658, 72.23848741287927, 8.365349138328726, 15.050135795707693, 128.84449548951343, 15.285542453527672, 13.27850850685955, 19.80621515266241, 32.852208959160016, 6.611615955571063, 15.54486224291444, 13.701871847100554, 20.616483644421294, 16.23897812028175, 24.060968781328274, 10.645408555193091, 22.30941869621079, 6.098221413923015, 22.68142773611125, 11.38934717669172, 44.58906803084289, 12.488946808338751, 24.99422792661581, 15.65012759569301, 26.688308187856542, 26.626910692746783, 14.771450775095065, 13.995416999538882, 18.012954512483372, 15.622055027305635, 32.995034480615466, 8.587796762411296, 226.83509954243172, 10.60550044380672, 17.3068440363704, 24.199923051495404, 56.934694344123685, 14.57146168975727, 18.99255168191868, 15.44420896409813, 15.262182409861186, 1012.2097730329477, 1559.8642981657315, 22.2070434180543, 4.844959808511373, 11.607011327894686, 21.396765396301998, 40.70802358588855, 525.0256852724224, 775.6540655868852, 55.424745673146006, 15.336018243520195, 457.95561076874253, 275.7519262744774, 9.554907114123438, 8.674067485495533, 13.381415327674244, 116.68058212438878, 12.844777147444027, 24.596372027087344, 19.86127128855844, 13.40144369993161, 32.59434012804249, null, 10.688759475897838, 13.388790392089998, 12.205982702671829, 316.74731275167017, 1987.5070176367, 6.0307626431960575, 5.52172100647654, 30.495529163128143, 14.441252248581787, 37.929820995282604, 20.765724123349298, 81.29872266462998, 11.507387186120058, 12.615533856699756, 2.574356428471438, 18.632114099865948, 17.89188728636809, 8.376430338475785, 309.9479435623458, 236.41822245090228, 7.547089899144853, null, 11.504899847713013, 6.075299938711175, 9.750854095934738, 7.295378122015173, 17.08434299130117, 4.395890563160253, 40.90156799617058, 19.44606058968286, 20.782670598257653, 12.561429949742156, 9.241966298350796, 10.655459311580618, null, 39.98269810982647, 9.800433296159973, 1160.0093917069642, 18.39780412862353, 11.855979125157695, 15.59462065552424, 21.17572071360417, 19.97671598976886, 13.262558383749461, 740.0150761869443, 8426.392435111622, 2809.748527402457, 54.37380345183453, 25.004158640571408, 15.783677342275915, 13.539500453285509, 8.54579706679434, 17.18341250420301, 4.5857048096971695, 66.03775828702929, 15.49224191144272, null, 18.953094783464564, 19.616431144557964, 16.468452886769022, 4.163178423299732, 11.325166569041407, 13.656004132195285, 13.919229934732016, 11.753734300496967, 6.209340522650767, 16.497931322679438, 19.852640729311865, 14.63430802350694, 38.761663996848924, 2254.5240670130906, 24.621112378337283, 142.51125228963923, 11.367196393008685, 482.1456212720869, 162.8393888599857, 8.550176604272767, 13.711757781905133, 15.373452444999995, 17.105685078430948, 53.65342886987504, 7.300398694016716, 11.143143233570475, 15.977157923398929, 22.67431442848259, 15.395188035282901, 12.313826901209072, 40.159497164172826, 10.721492274636526, 10.377533621312354, 12.6233980485876, 12.314082463033811, 246.67358374069443, 336.2615202528302, 17.475252185520855, 19.654470558079147, 21.718105566285352, 32.559712471674146, 8.856942902632994, 45.97341053294578, 13.647151404424994, 131.16557904318464, 12.445492919046988, 9.255788928698495, 10.497828594472104, 26.713292846194825, 21.083524850540787, 14.026103564044671, 14.008550887207454, 32.72822363435863, 12.840283979930696, 16.1793474057922, 12.526294967219346, 8.98632360827216, 24.43299317034513, 15.09252430381485, 54.983440139969176, 25.598564595402628, 10.600218614492537, 11.023192103193962, 5.312195169560377, 21039.420824780213, 187.41569466438355, 20.33717036887549, 23.54958251742077, 75.30542490041172, 15.709139178354269, 192.2031979722486, 53.118160466191185, 16.2938783191202, 15.484133223037071, 13.616774933906989, 7.300880872332928, 10.995671966430798, 1502.833752982887, 83.82782225010256, 11.502734622380688, 1006.00688135773, 4292.450648919677, 10.415882040591722, 143.57197596801277, 8.088327751625009, 20.010539039240673, 14.688400569855547, 14.607645800859757, 12.191198013110455, 20.472569325601548, 10.732999960765508, 12.385996379155404, 11.88003390150276, 21.09171959985452, 10.257354954416344, 17.772140046002868, 307.38555082907914, 235.9793747963179, 16.510998985718018, 3.524453559839652, 17.04611805001682, 12.638960786132612, 187.63106155238208, 2596.438221557992, 27.696848860475093, 16.7157383413511, 25.953597869116066, 16.673280822266882, 27.908815947282427, 11.327467121865904, 28.522273371414915, 12.529465492138396, 19.652550684012578, 24.777493056041433, 14.577250913945015, 12.161266796574619, 24.5556058854514, 12.961793323449106, 23.20511251466504, 20.553438345532, 15.249512164984694, 33.171064131025226, 11.59223545017714, 22.429829836573944, 21.685666050682837, 8.924936132630872, 20.19691690511959, 8.9001544633426, 8.800122453861357, 19.804549658013862, 14.110092517087931, 19.416783195465605, 13.863261051061256, 10.070721316010632, 13.38934437286841, 21.37090560050755, 42.38303189725811, 12.28660745157906, 18.551581809757977, 8.789093892785747, 304.6069813558554, 163.85182370089078, 11.751601869181616, 30.223671104294628, 60.763589773264655, 6.433488341598358, 18.605128156886465, 18.858848348192733, 10.126450418536457, 478.01146645450376, 8.017140704512071, 8.828091030135797, 17.712139128120327, 29.302002492897625, 13.636032117574835, 6.600442704022997, 6.561987391291153, 51.01338422056613, 306.02940800710587, 19.427127203368254, 15.880755753203795, 31.3870515411298, 15.223617853039254, 16.888509064764474, 18.641882786370807, 29977.995224439637, 3281.117505071161, 2396.230514829526, 11.883474422620356, 14.974194116872404, 5.8352021817164434, 145.60351882400724, 63.20632527086489, 16.164573747777006, 20.108751075390305, 37.995499561365534, 180.89547971484103, 14.13047000022591, 294.11238487567914, 135164.199201323, 22.22197819861755, 11.399861211816322, 40.0684827388281, 27.53632015393125, 14.100277493147411, 13.936202679777095, 13.043654285049932, 13.721281436928006, 90.7036790490347, 15.483096739392355, 30.424866602451118, 21.37454501091552, 13.890511280285141, 13.635731758780544, 14.52317660590872, 47.34285044791756, 204.69071730102985, 24.25100170433381, 14.012440373301306, 14.952879044445114, 10.923899731306763, 11.302669448944464, 21.685858424618612, 123.44587973991405, 19.44654739278021, 10.09849798440078, 23.777596997657, 36.51377457783291, 12.682112604524953, 6.315134770770505, 87.33739370419364, 30.32252624634737, 32.41830914810602, 21.914412236092637, null, 38.068344037546076, 16.098729438686927, 13.851699910635384, 10.273121845205429, 15.718136669142543, 15.843706206761198, 37.29803842946667, 12.8163530183866, 12.83402875294774, 8.138077735988931, 12.27264539283389, 2948.250961723973, 10.59516389967733, 21.59483879778305, 12.3432822513947, 11.671476198279564, 15.368108853163074, null, 32.23853148846673, 17.33495340638911, 11.462051331512582, 20.127026356715863, 12.453406018769341, 532.2344701823404, 2.294381727192176, 80.3473905454371, 106.38807631469048, 9.198661867486381, 16.855813556279998, 10.446592918936746, null, 12.720362392605187, 17.7414796821221, 15.158237719901258, 8.675277374406557, 24.267254073548315, 15.819004687533578, 21.336007607362475, 13.569203468159332, 25.71587789469141, 34.42497235148104, 15.115399763171272, 8.271568796490257, 12.981873458517162, 10.06922410091672, 17.270503088546086, 17.389500731242766, 29.30769961395938, 14.696832563240225, 11.241895921468531, 19.841841660494907, 18.75004959286037, 18.038886818549454, 10.507738239900199, 18.448521921393805, 369.6622322971897, 16.98651486364687, 85.10579996571809, 14.184719017083228, 17.500497651330768, 10003.049056763772, 915.5730392441284, 23.07133745042706, 19.562103036954483, 19.17071204061057, 14.480403187653089, 14.17313870853673, 13.780239809621136, 19.796949104981167, 14.417326008484284, 5.91130894481547, 11.078185583306999, 37.55397959017677, 17.558678119629473, 14.619824214646812, 2953.430012650603, 16.344206261192948, 12.648813591628153, 10.060793747986496, 41.64667758411852, 299.6699890952334, 3028.4504677248133, 225.7593054994414, 18.902645063048734, 11.375047536099029, null, 15.809519011889273, 21.78707088853967, 25.92418321773918, 13.400294611397312, 14.511106322124489, 39.93076639022828, 14.001878246159476, null, 7.444038340676688, 18.088535642900048, 376.96343977316843, 122.8243009434324, 22.148912616439013, 17.206326575009307, 18.40776990768127, 9.222798865606288, 7.2367104104951805, 29.596474696201373, 18.25203195506414, 13.696008774547137, 172.12854753461133, 179.81416443506166, 14.133114995188466, 8.588742228194546, 311.3212009826816, 331.6888826902025, 19.628976137612586, 33.16700447387208, 15.298316721805424, 211.11527184168088, 4560.526174586971, 87.59076805781721, 8.394033567380639, 14.508709727855804, 18.816477132258342, 10.286896791229866, 76.43693803390686, 31.369058509919235, 15.990114881026427, 13.530004463506485, 11.8531965636485, 21.10951100857372, 11.580217293948731, 13.101243773817806, 26.941620846605037, 415.4696324284832, 10.370482452162877, 14687.809318738615, 165.85797352875755, 9.757007732546288, 52.75026473285731, 11.142492973018577, 8.614342179977617, 64.64326739081751, 9.847747156079123, 9.768898288371716, 17.592788774995945, 17.167342116447767, 10.925017185920826, 15.544938121502538, 23.975874111572004, 20.476564629660945, 16.754850138030797, 1168.3096449766576, 16.274551701030074, 26.7615379370685, 16.096629267397578, 111.23567066972369, 147.08221561221757, 11.033346471687707, 10.603613158636296, 12.611489668355599, 12.204354250796973, 12.195346415394974, 16.996828369031025, 18.668063450870648, 32.5758957902455, 5.6923605954405705, 13.074916646552035, 2.1736747291740115, 55.15072555370019, 68.93315095131332, 19.48826527804784, 11.954837604635339, 22.416943005843354, 17.40632501071484, 13.661033035774741, 1464.6066915351594, 227.2363911657273, 12.839370366654727, 14.3330162861728, 172.04205464980788, 238.74254269411742, 9.631081384103245, 265.1058439417036, 13.259232958827177, 31.074624731737558, 6.513921144574739, null, 19.63793337423552, 14.777376998819873, 17.216429869748005, 14.602503386136195, 7.586259477451082, 28.183610443843136, 6.056561579906575, 8.232387477033058, 25.767746923001674, 14.625342371418064, 15.9738889427156, 17.543355111015668, 15.532077964343538, 23.762818795961472, 20.45614553377912, 17.455753431823098, 9.937755610855731, 7.895166851880552, 16.99883151159826, 15.115034420352796, 12.817235969684038, 19.85614142287755, 13.315884096228073, 15.12694015111391, 13.281680467565078, 75.91379151948784, 13.870443897860193, 37.558306705003254, 7.710160779306108, 12.409555436749544, 13.269281972269145, 9.750077898831211, 9.716094963403153, 18.27035266093518, 18.64857436129485, 10.588395769326423, 862.8432039257166, 6.158735816820201, 20.159863091124247, 9.37324111012715, 18.42104770311918, 17.150229329010177, 19.921892700110515, 34.375411463779876, 375.7041765568312, 32499.06603638367, 12.317191904475932, 3.591026906149255, 29.350170710825978, 1080.2849983969347, 6197.44126110023, 43.730505301333274, 11.25777470811748, 17.199759209571916, 10.439706040367758, 13.491416263265824, 174.39126186360966, 18.494678122970765, 17.838393848990947, 17.38600874115544, 38.796286839318576, 18.004912337733256, 17.512084677500514, 13.03928838147336, 15.647890067693169, 13.668052996308212, 18.250057817069692, 16.296288422579003, 44.920581326983026, 167.34304474627228, 425.60418210060607, 11.119549713562696, 19.42773219887074, 15.215255961238613, 20.07322505763388, 49.833417733455285, 11.514166621872773, 9.698419048503448, 16.538484943366708, 13734.455699238279, 114.19658075689516, 16.621362989960964, 11.594934492383373, 13.091722636196275, 17.148183659330808, 58.71150304813989, 15.539235131031475, 13.778844319311053, 9.413265539962175, 14.587291347657775, 17.247837219703733, 15.507418669154116, 40.90205827351581, 17.775841209271523, 47.38202983664721, 42.23685364864143, 12.468419882566351, 14.378386783433092, 6.959259969715603, 10.385732606150052, 220.9701666247993, 208.2620723371584, 16.778841639133507, 18.66303290674204, 17.975885457247934, 31.72088373844557, 13.042413860598122, 11.079685908478611, 17.245610677374895, 601.4837545047827, 1222.325039724804, 15.683188881458006, 46.65901708636383, 11.293128202187777, 50.23210861605188, 28.64562689872788, 16.146668504386007, null, 17.988919053759464, 885.209237018454, 168.18989193009784, 20.85633334064288, 32.64271272507795, 88.16045926903902, 24.436784259217266, 2082.7221492131666, 29.598005746133914, 41.488096579941725, 12.370788049831704, 18.688966203883982, 115.602611263977, 15.099040093808274, 12.036586940945115, 7.387134206270796, 116.91884105196033, 20.336528101086746, 15.638451074959136, 9.142834278209047, 150.25843350159076, 342.9738145483488, 8.059007425142369, 10.051206500322325, 9.632590496182525, 28.426124428211608, 34.856501347440556, 13.272879641232764, 16.889331066181434, 16.80985173349315, 2769.717781033277, 18.582410659919475, 20.278354576515767, 59.34877866871954, 21.7309012590276, 29.366433007808524, 28.689474138351322, 14.649530620541125, 18.458606692695238, null, 23.845078554054016, 13.418954712681046, 30.43580528764136, 53.85096240242694, 15.247579852530105, 17.13229412926783, 10.134313096604062, 26.14397762658093, 3.3680182578426896, 9.795896205159377, 11.051792934379199, 13.834721648469774, 648.0497717066626, 1702.4693959942474, 19.761750062704337, 19.34910692787367, 13.98000501570143, 139.35189440763597, 42.063631273973215, 22.959004255347107, 10.305558319726067, 8.015185835795451, 18.575481955692425, 12.295677714739735, 9.508376442436548, 29.041977544186945, 9.779318566035434, 19.73202451681904, 5.420084125636404, 49.221382739776885, 7.637747469989878, 15.248609479281097, 10.287429567076657, 16.687662098967028, 221.15989502446752, 230.91050743438993, 24.96601478250773, 1683.297431091781, 229.0805276468905, 267.6175559169377, 14.865542035318954, 19.351408983740807, 18.1770273518682, 13.170883984611715, 17.408202561633015, 10.112704880865687, 12.545502362103337, null, 59.35984804493523, 2.2285267387691583, 20.791530382007625, 13.388049301732694, 17.19992026089568, 8.179488160488376, 10.162607216919874, 23.593496640381154, 17.523556456301428, 17.914192973020533, 296.8443933790437, 11.939999130031811, 36.84652659454164, 288.1126819763394, 8.811387131255767, 18.119648169817705, 16.953738660549586, 13.734961870469208, 12.608342775252645, 12.482523960261886, null, 14.464908681728462, 22.6903299081172, 16.532838072195748, 26.50668171338989, 83.94718684505281, 14.268238683804428, 16.135254817308677, 15.170826718985778, 10.63501226100508, 15.567911410495567, 17.515805398974322, 14.272660565158453, 6.396880252383107, 11.4648313212265, 14.437988780698245, 16.589701999653446, 16.300148314339154, 19.379969877427552, null, 12.190257890899785, 18.126045227058963, 20.36003570354108, 28.154161983546327, 13.617932694717533, 17.497461973736506, 11.494677173646574, 16.31833383688058, 3.478543367286219, 71.94930088384638, 12.67563743740114, 29.524400599622087, 7.5203476024831, 21.29524002191389, 52.398208035560465, 19.302249730368587, 19.457650705348808, 30.583882896565555, 18.008512742193318, 15.11795979935138, 15.604075898410368, 1823.3970568456048, 20.752888616259803, 15.424594399216554, 30.476600204258453, 13.950669413053966, 38.23618805717882, 15.5762887634729, 15.327581987652128, 33.02316151462956, 16.213441349302155, 20.162310267015982, 20.32868490959357, 25.880550157570987, 20.589037711540733, 16.915939972510426, 11.290727986721864, 14.30604662610917, 15.635008886486174, 12.746119690460498, 12.028739085523243, 18.829297503260246, 12.453233237933194, 14.066931809897161, 10.11794106593267, null, 13.474456325664859, 10.591764572541656, 109.88657594241151, 18.230428961187478, 11.910645508190909, 43.512375673160065, 13.403183442552269, 20.713226292650575, 10.987575784703749, 10.29047764962299, 18.249051460026525, 20.72655315088857, 12.697062654541638, 21.180967539406463, 8.359735736045124, 7.762821890349492, 17.566354463346013, 13.927226728439653, 10.26177330742516, 15.354795649969873, 10.577712026725713, 25.424828763781072, 35.46274653381625, 17.07902396693019, 33.24889833145099, 1510.1430083546618, 11.278390243136592, 17.73106609878977, 34.72543364984169, 19.553939357393038, 18.193945831568012, 14.060357687910187, 15.227666959863242, 15.45723833111814, 15.418577413022213, 16.231859491181208, 204.90116104212012, 12.729491452224762, 20.554745642722143, 22.510049838490296, 95.50630976432151, 19.89583724513513, 7.130860109603482, 11.57753837144274, 17.242567554443678, 14.884711123181114, 10.798610144970743, 13.849785239881715, 18.593226169466604, 28.294334498608087, 21.96590571305974, 13.964637823491788, 9.344266073387614, 15.76175798446901, 11.667156866946506, 18.094331268967768, 176.1183043071402, 260.34854636566695, 16.723371242900374, 18.32882093197107, 8.495834432553844, 32.635123092154736, 12.850614967462757, 15.240041685806801, 548.6365265711656, 34.74955930445495, 16.657736294725524, 12.571953636116383, 7.0254913948181335, 18.831158188111804, 27.112079246418947, 10.880267769194383, 27.763166338015928, 22.23595939243595, 2.7125431361393453, 13.558172564276942, 159.00630669571183, 8.058160687614434, 14.940455780497816, 268.827879864064, 52.36096038897109, 51.8617759528209, 14.010268800279595, 8.410255329870504, 17.415446994770807, 17.084699836729047, 8.92227094368158, 19.45457603241564, 11.662649636884966, 15.140046658864472, 15.209464949352947, 9.527717674004537, 14.762859004612649, 2004.9974307602993, 297.4885621813796, 11.317950735702409, 11.728822638319613, 18.385010214947414, 2078.5065214792626, 554.4900096770349, 38.51714266631351, 7.499909739638709, 247.34351778796662, 18.49438826912695, 21.326168833743182, 13.386449566971637, 165.42285758476137, 471.75492223365296, 15.223366039884356, 21.396480553468297, 8.70443545764737, 20.347385952079552, 21.904690344433853, 15.95241799604704, 20.941225527006463, 12.700323109315407, 16.587140469560474, 107.00009569753377, 12.974968815597995, 13.573094971508837, 20.567680742011557, 23.33619992114113, 13.309236970102775, 14.03155022767004, 28.459226281817745, 16.62867202560049, 46.78270301266405, 9.016445150641774, 18.471123875790468, 15.097275512527562, 19.498670745042737, 13.395533460779845, 20.802908281853455, 35.38003779542757, 29.91930084520384, 10.756191122861352, 8.508840720391373, null, 21.13461068772184, 8.430662387632111, 11.183102606320395, 21.047007534305337, 12.60384256136365, 32.66569203345542, 15.349832317408762, 10.940616100328775, 20.168525958699274, 24.52963937307344, 11.089004086599743, 19.518994770394997, null, 18.546801735562077, 10.521943947525498, 11.294947904518091, 629.2674711080177, 328.7206377970457, 13.993102027844667, 10.138962720126642, 10.775431349599264, 7.373319329550459, 11.316997879027136, 240.31314738416626, 470.11071367698224, 47352.55776771752, 422.77167884657325, 17.531144697421635, 22.780234171474184, 18.24934934643524, 40.6343017658014, 20.137671837429167, 19.388626381368567, 24.655109495628857, 104.84808863259258, 11.815599458829565, 24.714094669836093, 7.353885402489718, 23.422705944021338, 18.988834805507267, 15.818667685659413, 12.876712497506414, 8.173186276795938, 19.47745588296495, 25.63787350617711, 4.772112358528847, 21.779083620558144, 161.5202628077364, 16.496901576939642, 16.94708531549275, 14.858944976453294, 18.0285189853072, 14.940955904578345, 61.33215068975711, 14.695546946752614, 11.9441211371125, 13.939012254505155, 14.62468294391874, 85.35246913470519, 50904.54700319616, 15.481100037389494, 29.402792949537968, 42.64921036264509, 11.109838493614106, 22.3572949890557, 10.340623921019047, 12.2131485207595, 13.581325579759215, 15.648047374448767, 8.880890254280748, 13.536545184089382, 27.142139746378326, 13.988979944782582, 22.016144691148558, 11.802612003342931, 16.209029999481515, 2223.9985227555985, null, 17.74808539896977, 572.4854945142854, 13.84191223653435, 11.512527979542046, 20.918393001450998, 52.12116692241726, 17.210692877591352, 14.949577046845095, 27.005735929395172, 29.208378966445604, 17.15477460501719, 26.403603496965562, 13.809839284162345, 1943.785166892196, 462.29848900639337, 14.051009239823534, 235.12948479331544, 19.764182216099385, 13.542573766382954, 605.5765472058306, 134.5175704568978, 11.798811339762738, 14.586807673034398, 10.106483599750453, 120.89035267121791, 21.932960902609633, 30.09495831695105, 19.865038569312436, 20.272444615645664, 7.201636431148995, 22.421421277247138, 18.738976533302864, 11.742576511630794, 22.115416778737092, 27.244674361019193, 13.36486130008806, 9.062455718920084, 17.47390851518403, 14.25078978919688, 4382.877012704274, 12.595387298903539, 20.67263542019793, 9.060167950738816, 26992.330059883818, 349.16951761971677, 18.08649186703968, 15.110401435904448, 476.93989956945154, 210.3492029150377, 12.477101947876589, 28.877043084632223, 55.323688643725774, 66.94220437917974, 19.476963747824733, 19.700398803642916, 11.71195812776723, 28.878939289814834, 14.094943249420151, 14.18551252131197, 13.85942273178523, 874.1607143620503, 11.14412310957126, 174.8595524111681, 174.46370313219074, 193.3757410133255, 18.80546721387686, 97.3664758161417, 8.397020400893378, 17.701191817519952, 21.8575738183398, 7.574599557763897, 18.903605726596943, 17.25949600375695, 20.911458998309023, 37.746072180662885, 21.101543423683008, 1.922060365806104, 41.76129161724911, 14.13131755685108, 12.021613976261909, 18.115936742474318, 675.5739433704811, 13.80273284346445, 14.141720059245634, 25.87809926097493, 20.553063128472946, 20.442008972197442, 195.35337970798986, 19.502476053349145, 1242.8134093530216, 1607.5235213208166, 13.504190330299652, 9.792919501819762, null, 11.162562511821088, 10.969890558169096, 11.422156492126494, 13.737636630389757, 173.5252032689801, 9.70446472567509, 21.060302317739016, 821.3323159882103, 325.0835509763908, 10.849403502720596, 17.597036936374778, 14.945446868187757, 117.72215472960512, 6.310097655494609, 26.90504962288229, 14.06434760101894, 17.532951867571292, 12.043038404280862, 37.22616076878877, 27.25497886668034, 6.61808426721886, 475.1539660774893, 14.540997041831124, 37.77034073415388, 15.639358001587091, 6.057849990492938, 7.863527515109283, 11.094108490139744, 20.530942575768236, 4.823518595875036, 23.0823025779903, 239.06633962112602, 39.510499457338256, 23.983458388360496, 17.329062508761634, 2.1875339497535102, 25.48877297961053, null, 13.366860931153312, 95.49724796435447, 19.619465350040265, 14.963323301828543, 18.53476586458337, 8.49686676959573, 25.467407270495453, 18.80944235218241, 29.09229953179884, 21.397553448254612, 6.047140944213037, 9.246462156611168, 8.010379168829743, 13.31892055814147, 30.76636754094656, 18.779877167869127, 16.543832714081628, 9.019585760183503, 104.10878784594635, 13.572621077786193, 9.96004980659132, 12.851898454377949, 15.13659315097778, 10.908246822350032, 10.468201515801596, 19.91475121132009, 34.22171176469923, 368.6393295976241, 7341.690834230761, 62.88844551225895, 16.19634062031083, 52.981823901046035, 12.474135339602347, 15.51988512774238, 19.872306038920428, 14.153496736929352, 20.776880776739308, 14.464192723719359, 15.78707483524684, 11.893001947464164, 21.56675387516375, 1177.8357228579594, 4360.581968075299, 19.005192421263192, 14.553221948163939, 18.35230670344052, 24.510383888292647, 25.99395998763939, 28.229171543466304, 8.292490867166627, 15.715317224942508, 8.24117683172444, 17.47668574579778, 8.540391929411117, 14.210326218252971, 16.35286640278611, 9.293750071514461, 28.80462223915349, 21.12799324151177, 12.429987285109634, 43.502379698123015, 36.498696759927284, 11.645542217878349, 20.84348809865441, 11.987021593934585, 22.631945912025103, null, 13.378190612039294, 13.782398979996636, 10.334813504240845, 24.733025056206287, 13.104006669429733, 237.82384625788086, 175.1682863871138, 14.415322268720553, 11.992202734772134, 16.18854316331361, 455.0270516179031, 15.140372364542891, 328.5268745202679, 11.659780159646315, 3.2066775930777163, 9.651395074854351, 9.780793809077426, 10.830066393188636, 82.02062621755697, 14.31159643115838, 26.55973254664313, 15.201903679428105, 9.811873262686015, 438.4496673370453, 16.437857157615948, 14.9649571381354, 388.16826675296545, 11.175061295257551, 12.743712719876045, 10.76550682151629, 21.563985916289077, 57.30897378889514, 16.276277932004714, 28.56889106464661, 11.640555989863772, 6.850041778715452, 418.2341208734402, 453.97976796887235, 301.1367271461623, 16.26522853346786, 6.963375458282794, 10.025612834592888, 16.012422405487598, 22.170269249785413, 14.180290144039883, 10.238611674213427, 1757.9435864160348, 24.469491190449887, 12.953693243304961, 15.845904298136544, 6.2006916877707186, 11.902183327262149, null, 164.59231158202502, 14.325435023556981, 819.361374778911, 15.433413940192239, 100.11227556837562, 82.71130321758903, 15.739719165822251, 23.982100353380822, 81.56636614531698, 6.7277022877552435, 10.58076121174883, 12.640314064379302, 23.787480354723197, 19.168509348281518, 14.724784178003777, 13.721147374564895, 16.379202245803352, 4867.351167085387, 322.02616108016963, 18.759958866422718, 17.018232967541152, 19.341669917713798, 29.785735649046888, 11.483133915406823, 19.151595693053967, 20.436753742758906, 33.80686790335846, 141.54339922999011, 5.507324254780311, 12.753590693099511, 4.1013081104594304, 12.291915996522913, 48.89895191304725, 14.821534673515997, 20.60227908257832, 11.24867642885128, 18.071255745386342, 27.59732221939796, 21.37941732171424, 5.2226208941590615, 11.228188635925793, 4.968814323262655, 39.23937700305639, 21.42715284612784, 22.88001249348939, 20.229371238692302, 15.615233733712426, 16.924527021920895, 13.977159026494016, 16.190921480486665, 16.92449914964944, 13.574005477534245, 12.132861216538535, 15.810020876661374, 5.1803528054329036, 14.519234377200785, 13.62504557164091, 233.08863018825193, 1111.5913924465926, 36.0993161384637, 7.178828650467684, 19.827334672877985, 14.520497872581556, 38.27325528281331, 17.891096536726693, 17.794021706681587, 15.251011580325224, 8.74830781900177, 12.551650521258932, 10.139590962477504, 62.063131074419566, 12.888835766630153, 10.5237037987368, 10.740085278418428, 11.296277342437465, 11.978513843592124, 14.089745681315224, 9.060271055080896, 16.619671829779858, 20.535055751276854, 12.885683493746502, 53.83273903143208, 22.53578978445727, 12.755328618982768, 15.944551523951867, 11.948959763012086, 16.599025318191487, 14.093984613583295, 17.354494240250144, 78.72281809670784, 26.98321193929937, 35.5408009273381, 12.286614476331494, 28.228140494108, 9.309631917136675, 12.929766455540221, 30.944499151368998, 24.738020440737074, null, 23.4933461396072, 11.393021697500386, 10.952746446288886, 8.13323115652951, 5.188659461502374, 36.688752447136274, 13.636888079825106, 14.456397472991785, 10.080184842149457, 142.29365000709802, 12.384675243789955, 10.202551424032373, 11.524535209489324, 21.783142334315762, 6.668085257329774, 11.377084766424284, 3.4301053529205245, 29.13425555860033, 12.568875408568651, 170.70801612910853, 26.309472495147887, 15.335908292541996, null, 17.677510726168695, 20.106372863910785, 23.23208038719743, 15.85956943852711, 290.0239486703051, 256.75405971140776, 68.55630232339284, 22.897461294504627, 10.890562044619124, 6.8445921558638085, 24.196761828252434, 9.467838030575548, 10.081892341123423, 17.63083670279691, 19.01305598929531, 179.40593857419827, 224.97973287192428, 7.1361888947005845, null, 14.942785233991597, 21.921613889165926, 48.27522619884275, 137.87583231642836, 13.518851218564146, 5.992867458737353, 17.828715449020645, 16.09798216876111, 256.5850709676171, 89697.98312328997, 18.36910940409869, 9.50090237299123, 13.723046446169855, 29.87552610519703, 14.849945900569267, 8.685640417290495, 13.818498601217632, null, 8.551352654462251, 17.149795447719892, 18.41034258403562, 13.6449023480282, 18.05003741402417, 17.464965898217155, 10.429516552903165, 15.252084963609876, 5.811891429889287, 14.624537699400124, 20.568109345872482, 17.835546484882787, 34.65415647853818, 14.284624224224773, 18.31098316372698, 19.422051612959773, 15.260773704674179, 75.07193340794187, 16.847464966784848, 78.36130556363244, 16.316800664732664, null, 9.205785536959901, 1055.1741809076989, 16.94054768954769, 11.35252772090207, 49.902605087306995, 8.649021782304173, 9.877139343435523, 20.93760243486868, 11.430658982650757, 23.241956513732127, 18.822419093464823, 10.3441970043687, 17.53588142508795, 235.17288466610592, 13.076766556732107, 10.207000613349255, 41.495006802437, 5.577074265303756, 422.02510301086824, 47.942443528961746, 13.825251477168052, 14.486253902568444, 15.232052652319036, 19.64923332873881, 541.9184122282844, 15.559635756859596, 107.02754048877016, 891.7357260235353, 78.46049506513094, 32.121513474930445, 21.873689596060533, 14.154802358756845, 14.719531084858275, 30.344573068184943, 50.91979813198322, 774.2356091525003, 672.9023535095072, 11.368324602656449, 168.47460204516645, 251.0702757106046, 12.26758419595926, 16.069187473998824, 6.987936001768356, 16.473464842709433, 19.313600240698648, 9.101229801138098, 13.078698066777168, 356.60650033464964, 13.792842702249358, 16.12609225199617, 16.063573356298534, 16.872766633266625, 10.854875953609703, 30.344198291182853, 5.7879641823942185, 18.169796652630662, 9.269331920233068, 7.8239877585536055, 12.35937156799493, 25.22885970741176, 1705.908018421586, 234.35490087738663, 13.730112093498747, 16.28995582452072, 14.393703493608674, 40.319921949960055, 19.93267883635643, 71.14751955813767, 22.155400079187213, 5.612371675601913, 3.422524933404353, 22.321915526170354, 74.04031989930978, 7.658374605368577, 289.5750637247536, 949.4051066254684, 17.938874808816305, 29.382151380094925, 4.741158789998578, 19.32393722394568, 7.800704401538208, 17.782076407648102, 32.00172071004494, 17.018774278976775, 8.57455975590273, 17.194493952198957, 14.858906453408347, 16.751036294425333, 379.07784142732424, 164.6350465768582, 32.606249435911, 20.17584789633491, 18.6001474937454, 2.433609077522465, 64.21847624335572, 17.93509777297512, 18.068438765739423, 63.297517497044275, 9.97775309459, 16.368200174395145, 10.601545887618258, 16.516384615001858, 17.09353019292432, 23.255000931399838, 15.385762082974164, 32.358886586118516, 23.672593263456047, 10.76509219442407, 4.402845669055782, 13.879136579702013, 22.282856719379627, 9.68483067086955, 14.40552539464777, 19.861315729767114, 16.449310679223235, 21.68001907291633, 32.545849208936694, 58.44308535208509, 74.27098721912662, 1241.0650653981438, 401.57741996206596, 353.9537757571834, 476.99911902999816, 21.362704587726892, 8.494977895233863, 34.899115040214646, 15.384215061190616, 14.6235659290234, 12.691721556544206, 26.992902676107036, 28.698035754223966, 47.95151861656373, 15.050424140745175, 11.690069576335508, 17.259785182445547, 28.45256071085501, 12.484329709403006, 52.53004825116623, 12.977963518439458, 6.9957878466244345, 16.607029443154257, 6.9901876785916075, 20.72980882965796, 10.653176256161414, 17.506494064745013, 78.16069724782508, 7.3038835787009955, 31.62188354968453, 19.850483077271928, 6.061917232614298, 28.152663498627586, 7.31726116061654, 500.2804209384044, 208.8683864196153, 22.963976444607173, 15.432495835065367, 13.883120533439953, 14.782986673408091, 8.571688733948516, 7.185372852033403, 22947.282868413848, 515.9568489917682, 68.46866139523549, 21.757815166623978, 218.33023731213174, 567.9222090175598, 10.768115918082938, 7.13355664939116, 32.225547289724624, 68.12559823238641, 164.95962749559985, 89.91110476098522, 16.088709616524447, 9.398148588026439, 7.994043460187253, 28.49176517248723, 25.806955183351807, 16.539931790933206, 18.151700888520256, 11.867506718341444, 9.005904177026789, 11.294011157140265, 20.37538388162291, 11.627210637055668, 28.48770865172336, 15.492022450729403, 778.0180162463208, 12.814863484229775, 13.193673475416837, 42.633433823675354, 7.65060315551479, 31.600447166820125, 8.875902923263096, 20.98583104539968, 12.033418507787676, 15.69094814948474, 16.026144233397073, 13.77012228761565, 16.727405074130818, 13.9717429535296, 15.512971654764357, 17.59655148611541, 19.56840717698352, 18.394787605197887, 11.968144573325064, 3368.6005323869285, 26.63102869478725, 16.263063182917097, 15.287097451855914, 19.356219902171272, 10.462603691916284, 18.286121503293668, 9.857520348235743, 15.49579322255924, 18.32728342399124, 19.039419610191885, 18.882729928795303, 68.02096190807197, 7.1426021738535885, 41.643653639332044, 44.48621425040687, 8.232259744964688, 12.471400262876955, 20.865015851926305, 14.674676535587222, 51.082023969854326, 444.36076924473815, 16.736193501949035, 14.732097450539975, 17.954169571646315, 18.641049330642645, null, 620.2978748092072, 883.5298926928142, 19.456123844341885, 16.567187331013173, 14.702229267827772, 97.67187734927332, 20.376470916619624, 11.89894360381052, 13.921105172348216, 29.22112171477175, 52.569577228373845, 431.28589341150393, 18.910452417032513, 24.780993375111283, 8.196209485295954, 6.047298376497975, 16.213013498320635, 18.348843335773, 17.504196178663552, 791.3995302102684, 523.5152466304515, 19.605861107181887, 21.292758807138423, 28.29714579861882, 11.249615718085632, 1210.52776545322, 10.430292858439977, 21.34236477398361, 12.280770152436947, 24870.003589022108, 19.359552310243483, 9.404111387618698, 12.791640794319706, 181.4634578047189, 608.2400461264351, 10.890698432978413, 20.132458528184365, 11.952408860232833, 31.639302671667934, 12.232767842755447, 12.763890515580561, 6169.943460024334, 178.64608494855133, 15.037032796291307, 6.789139859420531, 416.2005577425163, 729.8234739493988, 20.981426610688764, 9.930645476563075, 29.315189910667392, 18.965985256095152, 10.848013338453107, 33.10052006371304, 9.940884089435114, 18.072751004151847, 10.99169969322288, 33.78180126448616, 24.260881684387172, 10.940872234105141, 288.18093919816675, 202.10553248714268, 13.119195484904257, 10.399728226348264, 12.239194207620232, 23.889838954513017, 19.958588220257088, 31.55867798542507, 15.301983861163867, 67.46042655944879, 22.345248590016727, 15.426389265671586, 3993.345281184139, 587.7638073787945, 1800.0675591825266, 16.195381942740145, 15.945592038122411, 14.344130830436285, 15.682057756871144, 24.584342516923318, 68.40546197888078, 9.884797160333004, 19.36065982818814, null, 15.316672352285625, 12.711781913603318, null, 912.730185125972, 10.891403189233486, 56.9789022050351, 15.86156688938267, 3989.8734321441298, 162.15417857494543, 9900.125646242612, 19.068849247062033, 15.854522002676086, 53.09258636633189, 19.807634288419532, 14.332187967173088, 15.068642338245276, 15.29958411353704, 14.49903391318406, 16.149219228110116, null, null, 15.619480048270994, 32.87229308511609, 7.196615125856487, 21.852545766738647, 10.623700011997958, 7.336491836303878, 16.900242131718937, 23.636205015535644, 18.680899575775854, 762.4233392906585, 34.691271265620635, 69.20419910630598, 16.558486228724835, 19.190338112775628, 276.3135402359471, 27.43305887869763, 8.749749323853125, 21.960796717814606, 18.623454089351608, 53.72472395100858, 7.926166654290882, 18.004335367141078, 110.35957085499338, 17.292572061370993, 16.338061771127578, 3.3884006859819347, 22.621555287741675, 11.149626754473417, 14.919916773857071, 964.3955759626216, 66.94367920067407, 14.607905695200095, 54.59016344195353, 12.225659218128511, 16.255434503959794, 19.632786970477824, 15.573214734696686, 5.918927166623575, 8.449045765538663, 19.907952642256234, 11.854313007813401, 16.267654425417, 13.96709873395907, 750.7759621604799, 14.338752213881211, 18.202959321304075, 12.817124035568671, 13.323554659860394, 21.341165813349413, 41.90614300226782, 15.094510274127623, 11.997878763266408, 6.592916536621377, 12.290860782037672, 13.36335333459856, 10.908953621402864, 10.070173385054874, 15.000982987047124, 11.585295190908573, 171.8883911851587, 12.456058223907508, 26.73011863581037, 12.764433182651985, 16.531635709828564, 50.96717744600999, 10.796933472014183, 13.211037435017117, 14.960948429266868, 7.491946179959161, 14.703269366048298, 6.996538024771433, 17.030489031169655, 12.922111069777829, 36.02745571886415, 134.78114470355806, 29.638383230713323, 12.39508595443853, 21.30326125604769, 11.422375663842313, 53.34652390482616, 15.580181180355668, 32.37468969914998, 13.702899840687499, 32.969227683870194, 15.660516592479516, 18.117885843301448, 5.894898825045744, 14.671644414468089, 12.323854086080186, 11.7654654914599, 12.23406610090936, 17.830040199272574, 34.197006076149286, 14.923756062972734, 6.9091910268280445, 13.53158894363544, 12.056453501231092, 20.632035499268405, 35.144764507347304, 330.51132762792264, 4529.5604548896035, 328.90649304096013, 11.15580873157752, 35.1283738651604, 9.837068369773014, 49551.14414288043, 582964.343610184, 11.439605327124758, 12.64715668689217, 5.57715042670259, null, 14.602020463516789, 18.346292323758913, 16.77043856080265, 29.206023889356747, 42.81372306292582, 14.280104461756618, 18.418958785953265, 1708.8171753159095, 23.157885102899485, 39.83465129247379, 37.55866818154709, 6.736193656317568, 38.21933259921372, 28.84302523791128, 12.096451657919712, 22.542811850868397, 14.786075980410422, 9.033876878002816, 11.024689164355427, 15.043828862065597, 12.927125877132516, 17.519426405668444, 20.058146298538226, 11.511051595970507, 17.89107104922665, 32.23280316616645, 28913.632634344463, 923.732982459814, 18.641757827406565, 4.191058279173027, 22.35720475797033, 14.318854275719467, 36.230906484439934, 18.34120069443529, 12.919457101624142, 14.583256029745355, 13.882549107314118, 14.812741332285393, 1120.96057232183, 960.6438306591111, 16.65586021085536, 14.313133706310065, 16.83254707705543, 12.133996080762365, 13.134085491580587, 166.8784078861963, 188.40615559539677, 12.605203182720336, 14.4001405821546, 245.63427822807358, 364.4447397476094, 16.68033472282309, 27.83587145975141, 4.162284493902437, 13.672014129131384, 24.224764594571546, 11.112150659574562, 10.115110841631717, 7.578573909476693, 18.828540450872847, 19.79656779963133, 11.040747243472808, 33.171040662729375, 25.651518862345853, 30.600060620404022, 8.696907149628649, 18.186403119453168, 25.915519856073143, 19.31388612401672, 16.988422094380493, 15.457803727569098, 15.000725381180509, 16.599886735831777, 5.871279924652398, 56.98649326797123, 16.033643137524102, 13.272287420238372, 16.476647346234802, 15.144074591059661, 85.92945831259655, 21.95466392627091, 1437.5068850411294, 17.519882015449603, 331.79526139078405, 172.3177673525826, 48.18606269650786, 7.415299634990507, 11.950094380717838, 13.614593577501653, 17.30134061621398, 12.049609049237988, 11.152481611729838, 77.67829013543356, 9.62317654241662, 119.7646173887875, 11.869483018749422, 12.189993581042733, 20.87112682414013, 18.391734261520917, 52.59481778913373, 67.66433822167447, 28.789763959858977, 15.167800550759447, 3.1565586555023235, 29.976628613991483, 14.935329575534432, 18.05616004812604, 20.61076358953336, 8.356166008243614, 42.36658365602002, 16.478268719673537, 3616.0508501912595, 19.14095618048482, 61.59701345248135, 13.991051524537045, 11.983234612477384, 28.05361924171478, 10.141833520404171, 16.14127277718017, 19.01028912218953, 478.69119075372834, 371.019996538816, 257.27019544058936, 216.85810921236168, 10.571993110469883, 14.612268109560725, 559.7527994737127, 3861.51444700435, 16.728420843801224, 4.236010289316521, 18.65337131041512, 11.153632823496377, 8.9510648279539, 14.139704896486435, 13.525145699568805, 28.484855767002202, 14.776749486978206, 18.312748834040764, 31.653066846488148, 10.219113124629132, 7.274206677630187, 8.410585711965743, 476.58877762492693, 678.7044501527048, 21.448197661209157, 27.878544235033736, 20.783502140537447, 7.716987339699642, 20.195017068581052, 14.985226272967806, 19.32604841122356, 27.03920989322255, 16.7592077582915, 18.308235172733184, 25.57130061846349, 7305.72646341631, 40.25279384039067, 44.949893007398174, 16.748548276433226, 24.139031130249638, 26.266818701367, 20.114574426826273, 17.305599872022775, 15.80666838266947, 1611.2871602046646, 4104.581715533562, 2467.2199942498028, 17.700163506067085, 56.13540627630505, 21.914985806678175, 10.905179287972416, 14.156034945594426, 29.57462878258549, 9.618879868299745, 431.48833525228906, 9.95772184867483, 98.312238376472, 8.377032444470757, 17.668270093393325, 1477.0182085730025, 22.170489770680703, 11.469775836225027, 15.436747927735976, 9.315033555987796, 9.357300744978872, 9.915634320023976, 9.478593617932443, 11.967684804361367, 18.699813587720843, 8.82274123339117, 15.778837590391328, 21.483995321907802, 17.946771222005637, 3.7803148498174397, 7.880313037177649, 18.480202946711746, 14.829867435341615, 23.603582776693944, 44.37834684564413, 13.196920383970387, 5.358255096202673, 18.346187047689213, 10.017370994353133, 25.114426009558212, 15.903230721408589, 22.051925224763604, 1647.0845344305085, 22.757885324325084, 15.744729546431438, 15.164736502312108, 635.8235544198253, 182.49155933038372, 28.512356605998296, 55.93965316454168, 11.618552007406649, 6.7203885436680615, 12.461364863239465, 45.128272900206966, 29.311838372363876, 11.400459890279095, 21.04034588193255, 28.588463202762043, 15.441566052769996, 15.494731553900175, 6.959627489213292, 34.08721701113415, 12.45158801631959, 15.682995240168793, 8.978054017951727, 29.533801434560772, 9.11625967616744, 13.961607645808806, 16.74000675708097, 15.724203896990259, 61.610733579197166, 21.630431551196946, 8.9004195771999, 38.82873905643515, 11.056390112554377, 21.03134468129637, 177.1386513534048, 21.122781621649203, 22.111434635566802, 12.720434133808393, 15.673977515411543, null, 54.61945322003697, 14.442863684032671, 6.130758065965176, 1032.288321313266, 162.0443536513782, 8.707203557657952, 9.156976864249119, 25.29946323990339, 19.207355866273453, 16.36023635367718, 17.609216288161615, 15.890709336191346, 58.7597501342387, 10.001687906270183, 13.333753000548828, 12.165876752139132, 14.77119617535802, 17.930548351497954, 267.54814166701914, 181.37019104817588, 13.125446038388073, 15.711591463644714, 8.450100571911985, 11.254473612977442, 27.064756770791195, 10.079628390925473, 15.010748824736016, 16.735814768761607, 12.420194082604619, 17.99703857353422, 10.265298720263553, 855.74616961718, 15.03246998745612, 13.586766603284762, 19.70098090601761, 9.510858110641557, 19.871424035317148, 10.987396862384337, 12.881258140465846, 235.5009281629629, 726.0749975358729, 89.03258748093138, 17.987627408987148, 9.010287283313303, 21.17035486030446, 12.191934903603132, 17.86103821599746, 38.99933371895013, 372.6947837232206, 16.479334716546973, 19.608871714890636, 35.11902662946925, 11.719543623825569, 9.42832481943582, 7.650083029390641, 22.038458618505498, 11.276968726978279, 10.1203494614235, 30.23743145876836, 15.15008135810153, 35.49886345676149, 241.13172325128403, 420.0896999903723, 4.311260471802573, 23.257201204253864, 18.037289089257605, 20.85766629072884, 14.136467265372115, 11.802285027106777, 13.638754852636346, 18.785413632984653, 9.706921354690481, 7.1675926985671055, 9.992486987573288, 11.028625327576618, 4.956062935166528, 12.406576791160056, 23.572730594985572, 86.87137316269985, 13.60392656568443, 77.31328083739275, 12.914017645684686, 6.18277937443525, 12.323045168908438, 262.6086845880208, 673.1078400012765, 16.24558844009151, 32.72901935192096, 16.94551319297956, 15.251806265644586, 17.61200222912693, 10.36247306491224, 21.290175175551585, 7.5370801775738, 18.750551569821532, 202.47246206443108, 313.9771820898191, 18.936081152863647, 11.845656487367751, 241.7840603911901, 8.922756888311115, 30.429395637692537, 3.3765570922891897, 11.693964264392376, 13.760915789655266, 12.448155444356631, 7.675028171151832, 13.453838166439526, 12.966001371438846, 17.13156637157961, 7.821018272282314, 13.341882678422884, 10.487900913447652, 23.13731170468791, null, 13.839374478256644, 11.399875970850154, 16.315733805566953, 9.475771972953716, 12.022409878566434, 9.988648292399645, 3.0307643187205313, 18.099055982564646, 14.143283071178784, 15.436662362016852, 17.982983828479878, 11.514167717079005, 9.40495470613932, 16.090328258776218, 21.32095064330049, 16.884114649909385, 17.669863098708078, 163.73009994053626, 165.05444325213094, 34.13202134332933, 27.743198476108862, 37.51600664873893, 23.112095173880743, 25.82757535732533, 17.84285586916432, 200.41778800664704, 227.8600574636874, 11.824148002338031, 16.06581641119587, 31.82060840228814, 19.57809547567417, 17.617973478425917, 15.811788100573919, 13.26463981955174, 10.85402043199234, 65.39378488635634, 5.954834975542793, 12.296919296305552, 25.642327678635024, 6.484290997356996, 11.72212303255095, 18.57793670637538, 17.682953642138408, 15.301107588836494, 27.479648364401122, 401.78320125416013, 18.420695972446143, 14.655470559031007, 23.38547555925193, 21.56860537561777, 14.299745033480447, 25.36379857275908, 13.068578372303548, 14.879450728953051, 20.60928082397629, 10.496899905579717, 12.436541880175842, 10.338758936917602, 13.245280802614063, 20.70354522443257, 14.454648662353325, 23.52008309655869, 19.2610495032708, 17.715099335737754, 13.388753855289893, 12.213957704538734, 12.436466687791928, 6725.437015739788, 1697.9254374397647, 4.873767412449199, 9.272675828927042, 4.427486135339905, 14.624000128722976, 25.749988923384226, 7.861315364243495, 12.249310830545692, 17.797211877826594, 11.502211027034203, 8.884256296949273, 11.239943746416442, 8.258581831440432, 11.417495202392805, 12.50097768707701, 18.269236100963976, 13.105443835688634, 23.181763574566077, 13.48161155483016, 13.957608914457019, 17.591921459582135, 15.707568192777435, 7.760398303218925, 23.171361444569982, 6.157684358702145, 35.187989561413644, 16.271472395710298, 23.707194240624922, 52.239000302562246, 13.647812596215045, 14.816486113720748, 328.7907082865895, 7.892724866995598, 13.866841434348324, 13.939489663190491, null, 34.36212744662046, 11.444257361817234, 3.3277546742752437, 15.894419582802346, null, 17.594062589732022, 16.745634047210093, 16.070278387987262, 1061.930641974805, 641.2208349174148, 12.389286038440352, 21.841085605871502, 32.43004206978149, 20.56314735296288, 79.80593124409208, 207.59447801826406, 18.2733460903189, 25.985526440024547, 9.285041994139835, 20.75850597202863, 18.877554886402923, 11.074849075852194, 17.0517123150466, 31.65332166730013, 17.50444525744485, 12.039749642778174, 133.25633291303603, 30.83007465560845, 12.032262786716885, 7.908030016637513, 21.832710110872444, 8.81341706485409, 158.7798233489686, 473.02281560377884, 16.146340840348955, null, 46.36869867556513, 14.570850805655994, 13.876269713312492, 37.15035286987093, 267.52161635747586, 63.905115654633214, 146.07011799839626, 15.543841036368143, 134.56789451863932, 25.6126723252658, 41.76882488478408, 23.354242871677798, 0.36873035280777655, 24.89357916616113, 18.007883405867172, 28.879560335737228, 13.667684732609219, 18.599328003055668, 22.53726942945375, 36.473314552686325, 3.588519240198154, 15.366901605045776, 13.547638650531757, 461.83606510851433, 24.807112924700366, 24.144592192088307, 11.59551502373777, 14.70386607171316, null, 19.043065839220517, 15.296665251394241, 16.315109776091973, 10.21109932807959, 8.437323861104185, 10.424715379924274, 11.863761692709474, 15.796422491151604, 17.873664936130517, 12.422393003957401, 16.615562237622, 19.432257286018018, 49.30570128058487, 141.5714916876019, 10.372423264806663, 17.40604088834598, 76.46996935898751, 781.7737400866911, 284.37654937254985, 12.684042855359031, 456.10911320243207, 26.712468307363945, 6.558220747014923, 16.18412142571126, null, 45.5895871593524, 63.630666457327735, 6662.766983894903, 522.3687555767026, 11.030590111710131, 16.41364679199708, 17.802707199296165, 7.158552057418772, 18.671834721023068, 14.40347732160452, 17.750913186632012, 15.470369134266305, 17.056470125070106, 14.825878310383706, 12.065580729439544, 15.008832382198975, 7.122783929001362, 10.918723686067894, 62.71289784885946, 19.961260407050816, 11.685532424307091, 15.819037489620664, 15.586379401314408, 12.747365890063673, 2.6150277531237784, 16.836098024994808, 23.525578632259787, 18.153240648105538, 14.815441235235145, 8.199499590889195, 2627.4704931521, 4.0355643588706505, 10.735944520478846, 10.925137716031085, 7.75239495034958, 11.047458187867287, 39.299480134725044, 17.830391460505712, 6.743893546297658, 12.334333221707412, 17.141582890860835, 19.68594849101102, 12.954272792004387, 16.786196450820324, 31.44309476104157, null, 9.950767343096171, 7.8211440796417895, 65.9588876222772, 19.202137156745234, 29.771182513162273, null, 14.577027765486985, 14.128978900148065, 9.593460036034813, 10.134702669576113, 13.575929519323587, 50.04886090827394, 15.590377791133132, 18.119078747839264, 1682.7935980090986, 278.75666062167625, 21.525077656609987, 6.118976489538811, 18.750142416615613, 13.654761544966039, 16.128779347573527, 11.313654501311278, 14.66190985334067, 6.223850880105203, 159.1530977007755, 604.8280479835546, 29.452241065894064, 520.0248124259784, 23.40925300570736, 72.81959179482968, 19.24182658810715, 15.699542280941033, null, 18.03775971509672, 22.217918319214004, 16.59358381021603, 13.665754991645766, 13.883025832740127, 45.148108328911924, 15.060795022044255, 14.670151032306983, 14.175546196144774, 1075.6482985595117, 15.289899134658302, 353.5341512969486, 22.208789380642212, 18.144215839605934, 16.676031002812525, 8.895013633071677, 23.87931109106424, 16.555163628428826, 1343.547747417, 86.81450103837679, 12.534774767075335, 15.540258470382724, 15.603172282586474, 21.23728947793033, 4.407577694747442, 19.200920999007753, 10.013075809900826, 13.148546824381087, 10.467920031401016, 11.716134944169662, 17.513167830688044, 6.662631705415299, 11.9066568958759, 15.270918640718975, 22.884395627190727, 204.9481520314673, 1490.635611930647, 21.29407163389776, 30.289356437305425, 7.106353309327301, 22.969065359178014, 339.109137120498, 187.57067720258462, 17.225423713484968, 15.603917321047858, 15.617140245216039, 17.80856126869508, 10.89416353390625, 27.02220559196879, 12.51678154390764, 18.9725305236608, 40.82516711831436, 9.488550986150342, null, 27.992557164471265, 9.30227437060047, 17.929851046422378, 657.2015209419396, 27.519376812699395, 12.017498019250569, 13.868717815269429, 17942.421854244873, 115242.35059671092, 16.598388791973985, 17.47603609029808, 24.117809215212468, 40.505860250026544, 11.766453715650927, 10.341062985776322, 7.5380440033792695, 13.346102514162604, 12.168289931569594, 23.306430971513358, 9.120241683151567, 10.632033023434634, 13.403559308915732, 16.846619870365142, 18.699544841716627, 9.788749401112241, 18.641095082371688, 18.09303725667724, 31.940431102237987, 7.063871698981623, 21.348525014115555, 25.89463039813426, 17.559536777439238, 5.332136857374208, 9.714984967521923, 11.019075233159896, 15.134275351005444, 9.112882457496877, 19.213798766195602, 13.722895496741447, 12.59306929454288, 17.29841332670062, 21.32670237630666, 17.550695620037946, 8.92972588206073, 28.313744737924534, 105.9930191538101, 21.228259020578736, 34.105779116671535, 35.395227366201226, 51.205222309930924, 5.879090541513821, 8.994149903196444, 17.26378358531154, 15.048603857996426, 8.861768062999694, 15.183750458467104, 23.235635296388693, 13.449060479049043, 4.205891033971252, 30.306509072633485, 10.11144918156619, 867.8879204624957, 159.84533684500832, 26.79355483674002, 14.380750909167984, 33.7226724605487, 17.200687694406348, 15.184793750269368, 17.592594742242962, 11.444610968761234, 11.938862576133394, 864.552982218974, 9.666432151763148, 8.666485631729026, 31.720349864676407, 19.105418397996324, 29.31521042059029, 78.39350101830547, 48.23947779381393, 16.534504002953756, 22.102131105655875, 18.76321968225997, 28.51638229524654, 14.072391662619454, 13.42585394272576, 16.438420135827805, 17.781918171542138, 15.296548626939215, 8.017835088253554, 23.35262722238759, 15.503818119880727, 8.285462436731276, 13.99257331561384, 6.291490245483573, 10.359329728442988, 5.320465053213082, 49.412011144497875, 9.560903250437116, 9.38707124124384, 10.660329991358447, 67.1756582035772, 16.371003084993713, 15.632336660507526, 13.821131802825024, 171.5599572856769, 349.5074214108757, 12.072967715784467, 11.112466988718019, 28.69739807069664, 17.450522318216933, 7.889214218174425, 16.894830484044963, 11.9072260493648, 19.406651575200232, 11.481082545406695, 41.21350916413192, 15.80051263243049, 6.540781412251537, 14.12015512921358, 18.11209581354437, 7.409579089295777, 1301.1134291913825, 203.68433458078636, 7.499938352993338, 18.680562736041008, 7.8937768108049955, null, 6.246715325114031, 651.0498167828879, 328.97089855819746, 166.43989006851015, 24.07542629883436, 124.02548819259572, 10.82378972050819, 17.92534643935539, 16.695239045195393, 19.372587322646886, 22.974318253092882, 7.640711833697858, 82.57374185620031, 11.824598291400145, 16.875825589041117, 327.78743656770894, 599.9977283558518, 9.455245041570448, 10.454120009357151, 14.020021474950548, 179.46209576050632, 229.75745122916408, 18.938625940493434, 13.217550108587199, 13.913731104219178, 4.985184430938297, 28.042188138749555, 12.659681771147726, 17.237978532162973, 17.061634677917414, 9.757616955599874, 12685.007123565092, 350.7689113450309, 19.236591009677085, 26.78749552351825, 1553.6671586756622, 228.12305006919442, 19.48369413749711, 13.53051989452528, 13.74458334722652, 26.41230699983687, 14.722392844314575, 2857.6494937024763, 5.050287175845749, null, 67.0361944125803, 32.76667394826221, 20.173830317714195, 35.87022361646167, 68.1685431520921, 16.238041428496185, 15.671670824570914, 15.949674945001705, 16.736458485906716, 17.444293810065098, 13.441496340511698, 11.874203918607574, 11.46516375776267, 21.39050474288215, 2688.943044023713, 11.220732052408, 13.898881856491073, 15.778176600754838, 9.726872615251315, 318.13744684565995, 88.0762136712852, 14.497163280349328, 13.378311453362059, 262.04623509867025, 3769.719168627042, 20.57929120457954, 9.470745563056855, 11.525793658990905, 14.935169057761334, 71.45226307863307, 23.921145718280506, 12.302961284279935, 18.55959845716425, 14.366821389704144, 17.259316020443087, 14.98692099805551, 29.796797451987533, 11.525840911910555, 10.791785832785072, 12.05901979934693, 20.746840803467947, 15.562702606007118, 37.952377878713385, 9.158774137132568, 664.2897322594962, 23.546699562608534, 1319.2819413086881, 25.288199756752768, 16.190084286608073, 17.283924482649915, 10.049214314496881, 11.4038965063273, 10.432863973750337, 28.703508171817948, 19.14516077174791, 13.823372617758913, 226.7123065614507, 573.4595667318263, 16.276359236981587, 17.858914141850637, 38.948831701780016, 23.491521509636172, 35.88194325684619, 12.41951728754252, 14.315283055974126, 256.3350892947802, 16.589602705800573, 42.790632826628936, 897.9804567053798, 12.740196241242405, 21.090413842045344, 15.282702795345738, 26.483002910954138, 21.01022112137167, 15.942104244218337, 8.372884431724286, 24.096857122146712, 74.90089874666593, null, 14.606186292963773, 12.79091728945428, 385.85073177336585, 21.444040826252664, 13.436192258517515, 18.68526126876885, 14.288861770579988, 12.932592045081249, 5.67603854118404, 20.175216626970926, 16.053911252091247, 15.488850635912467, 9.296784655603538, 10.821484692931898, 12.49734282915606, 103.0751478347885, 12.271242955703213, 33.229467217243005, 9.244149223128145, 22.283031050498575, 19.677410859257275, 11.554432329898805, 219.4604443372781, 376.8997199607824, 195.98177088514862, 20.966036283702792, 26.375714497272664, 108.60020165355873, 15.598172406949216, 8.57582412881507, 13.827092023014215, 15.748982608730008, 13.25133586162891, 20.37474979463913, 11.711321071100853, 34916.55348831549, 264.59782907836, 8.521705432284474, 19.029963107846203, 18.263771285682925, 8.169073189982718, 9.453812880857193, 26.07259694633468, 15.704700581905485, 33.49014982754404, 19.83522989736277, 18.390299554834208, 864.1751593885331, 19.373286877259584, 13.724350756014084, 13.202953373237197, 18.020410688685036, 13.683419880616198, 8.069069312924208, 8.117660031046928, 9.905960567762447, 26.49642438145589, 12.077326500437213, 14.194637365745425, 11.009478423897164, 176.39204512310425, 17.185553098040508, 13.954069171405461, 14.096451674819006, 11.724753091559224, 22.58725345588035, 17.057531871357718, 22.727584606784806, 11.397283974460793, 18.623064406261033, 5.152498799055778, 15.542610643912013, 18.697255682194246, 16.491503547084392, 17.717072717187254, 9.269255943945543, 1030.9494998558207, 8.533695583724661, 20.831571498186978, 16.611719956973342, 31.512259497486834, 9.334419800186982, 252.78866149669446, 203.67225661763516, 21.958627536713948, 9.276817244543373, 16.4095610722292, 244.64387631337382, 16.653455744543734, 12.611188324996915, 9.869035968870357, 44.72060405236839, 19.276797554133502, 11.844985317699525, 17.68208211656746, 28.09981819672877, 11.058798630736373, 15.899723852958202, 31.67714457683236, 29.1322405580427, 2.157144855729615, 10266.545902569722, 271.6416452162426, 16.170402531840946, 4390.17823217249, 263.32433570121805, 8.132930828435848, 952.9453547791893, 180.05940348759856, 499.0654715105983, 126.87432104714651, 13.28555844111025, 13.08397768344107, 10.585300897602464, 4.97125621613291, 17.95530476952516, null, 17.674671629014288, 8.65383818670104, 55.37195548473756, 23.078050872639185, 871.6408060870766, 2433.380532348706, 37.74444384535195, 15.489404579013813, 12.028898760006257, 12.078902702384134, 13.483079084939847, 65.46642531950567, 515.0556938210839, 174.76755254660938, 14.820989141500087, 14.178555463560116, 32.92509805817372, 12.458772333452382, 17.863970371620606, 107.43877826713992, 14.076735913504601, 18.066592759643296, 11.341161580418177, 18.407410304571425, 12.87293417304388, 37.28783449042609, 15.113670978422409, 18.60114285233012, 23.94567819409636, 18.11526615476421, 673.9883800794273, 19.07292499944372, 15.079534734128215, 18.387361741451688, 24.321196741813825, 123.33606690429436, 8.840158246080692, 20.581132198061603, 12.512729352952144, 19.044347796013415, 6.754346462293409, 18.028318043833824, 117.91500015266527, 8.918598597869511, 16.04258534820632, 5.603977245289316, 53.793387278927824, 56.38489159794512, 16.45267864368537, 39.70226594810665, 15.585768790877829, 18.02505452543017, 26.907050760593428, 20.23830806971174, 12.64598826225718, 23.61789313094778, 16.036535942909858, 142.64823242486412, 12.98074885027022, 44.1474793660426, 76.24729323119831, 31.699104228326284, 20.8034022119412, 20.05056614684153, 52.15444990434924, 74.98325770780507, 11.506630103743255, 16.51496967660923, 13.320710628226587, 11.31951934798268, 20.99980132309431, 11.81701680340132, 507.49328711540016, 36.88136449778359, 22.690352156227192, 24.025405512321267, 81.66553600253938, 10.826971309656377, 7.948411413128241, 21.1000680971261, 95.5342877564654, 26.070069920224878, 16.107444595428436, 9.479371318820844, 8.155771902731335, 14.597994655631348, 9.980919684253015, 18.189409493817454, 14.918287212332766, 10.16296035673707, 8.624575034981397, 14.812633863784551, 17.77847511102733, 39.84407294271121, null, 16.99609619425691, 31.14891303870511, 12.386869556154233, 14.528987192032215, 36.42200650459703, 16.809576753877288, 18.016800535743087, 18.816124920493092, 19.92768431986336, 25.149330460962034, 13.718844251724448, 11.84887857095242, 16.137596011549974, 6.275400354219168, 23.602371411580386, 23.716299039807094, 6.46404538893473, 9.060268082168207, 10.893047475280348, 5.765776817618407, 13.877208817576578, 15.96020480540091, 25.09521952579425, 17.371480161065502, 10.116916224681443, 15.420441582592726, 18.10469879558073, 8.546579432031598, 22.861543140220782, 5.362309535633844, 13.370887998029726, 16.992143230782638, 14.599928573451026, 35.108625235220345, 12.004417189429187, 13.679843380075164, 15.745833105517342, 12.611566010292918, 15.031446946529703, 2326.136048242558, 17.789004410206395, 20.75742087474216, null, 9.437965319019485, 1.2991687098282243, 14.141661714423305, 32.73432275943796, 17.975154452318197, 18.66422721380712, 14.475103204550965, 22.44551873779545, 32.37924388030148, 17.804991752516585, 13.18398401597552, 29.133302496668115, 15.323837500251393, 159.95850087234504, 184.57530339766828, 16.554961886563746, 8.804993029624491, 14.576353437805006, 17.787374078604916, 13.524635306982734, 12.413707696572347, 11.664381381192284, 19.386546714342067, 10.685186932625664, 18.87787977238732, 16.992444636427, 13.348239110556381, 14.226412430394506, 25.63737098364989, 12.485808916032946, 8.68259666467471, 174.35378381868648, 187.29525801406518, 10.123811276542991, 11.769497927546242, 13.860341212177895, 12.824190703368375, 17.742946826236913, 20.002216285338672, 12.908499100085812, 16.60906862744519, 19.9076120614042, 7.706330051835956, 16.87807303960892, 26.58412451408401, 8.691090034575826, 11.097554069684687, 19.972459210360427, 29.388005902568043, 44.639506597905424, 10.020992998569687, 30.48428409089171, 18.71762957489381, 640.702573737906, 19.307648120804465, 264.7040091270211, 19.411379311576106, 16.49536094894949, 13.011592691625836, 14.530578901133545, 29.834827859710003, 18.822652416934734, 59.441564827022745, 32.051762806343824, 6.686897365111254, 7.9879154163486845, 17.347085250639083, 14.421967055338273, 14.871447841604176, 12.20280408644574, 430.65410645479835, 19.50176766678712, 5822.189318685025, null, 16.32881075763122, 16.206894219087467, 147.02178345941874, 13.82909817804672, 8.298512121368745, 1757.2697906879578, 162.5451906092801, null, 16.780974398787535, 68.63968621788493, 11.082166842872192, 12.691443819077364, 20.106860844108922, 9.259754877717127, 105.20768535726177, null, 16.154781986955793, 16.466815152374178, 15.599039988272862, 12.66926642155194, 16.794042559753336, 11.564512429296293, 19.766523552927865, 69.98643758693724, 15.228970616307972, 21.076891251203648, 26.250313493343228, 9.843653363374964, 25.39993416103529, 13.913203438003864, 4.857590783920894, 16.69812117712218, 13.743620852600596, 16.62716138837075, 15.616624813516733, 15.107225983775706, 16.05399224335803, 79.8252692314863, 28.780175805475093, 18.231621296566544, 16.601949561259545, 6.851111913254213, 24.494646318861967, 14.35120585012012, 41.476275533198006, 14.325270803535654, 7.767314326643831, 27.321119507279054, 9.741839500928092, 12.34954632788365, 20.609307110527148, 13.809962940124535, 16.46372032339077, 9.501229486067906, 15.727144044852398, null, 57.874202006914224, 15.854020676570435, 14.005858315053766, 40.04837433020265, 13.791943031227447, 6.5059439073085, 15.324126547893856, 18.714698764855264, 14.9078185605226, 508.83890867884764, 331.8689152277393, 9.21533238350705, 27.569488348293362, 18.37647486743835, 11.685050211221212, 12.300401051613886, 13.616563472063598, 13.5702909368515, 8.106182569790526, 12.287951621459467, 927.428720020554, 10.33259624056326, 11.516314152290374, 7.205792759798276, 10.980169145554497, 72.50533181412557, 9.249859886763616, 9.416163320244262, 28.392502227835426, 15.591248081622414, 24.22132598372345, 2.9691786180539013, 15.079146726723762, 33.57137549448658, 29.748701431477752, 23.284757300140928, 4.857840981370246, 191.70529358783423, 221.12489055300202, 13.210378278239697, 17.044782182848266, 26.70788769607095, 10.707596003818377, 15.80593860134858, 234.2094813978936, 16.35690967114231, 15.38843681965132, 11.536612470062076, 30.210372496133065, 14.18385940341317, 4.991286362111106, 343.46960386608237, 190.95931194298217, 17.749882322349954, 17.259216569156035, 10.02179806238939, 19.887463081776406, 17.964866997720822, 16.269869013130574, 36.181957104901024, 44.55159989467551, 13.344681414108875, 14.151629642985109, 27.65794536927978, 12.836347530669713, 20.600013730384546, 8.823607176677614, 15.319340879144704, 14.112490916290556, 593.6154405988882, 321.20624326612614, 20.064091107393857, 1.9863975719478653, 12.936486098741872, 13.455558327152634, 18.68649960679395, 75.31825400690134, 243.75254295326354, 18.13154924467777, 38.32227294198702, 11.650162674077935, 144.33628067737934, 18.6163321234343, 11.137473603240117, 633.4363658856756, 169.53176378681928, 13.45283962543687, 12.3425454622395, 444.14807022136034, 28.126739401096266, 34.34050101067424, 15.920688497995696, 12.07962836628202, 178.32773367034656, 406.27186194427514, 42.90312724205892, 14.631440182873025, 8.277318181058973, 18.695525166059394, 15.931380775045307, 16.535769478173567, 11.904575928170015, 80.24332033485966, 17.739347582018155, 7.301125983438188, 18.911620478473047, 9.575689948197738, 23.37705508016143, 36.479406666811606, 198.4506541145993, 364.1610794733253, 24.451143740544786, 917.4910677142456, 21.17512612669385, 17.789943597417306, 8.618621127953972, 28.20553168206521, null, 83.33362718792178, 19.296964927593013, 17.05605413487997, 10.911234820743072, 15.552835088570282, 13.451983059776175, 15.060772200456624, 22.113884282633112, 18.1804160527962, 3696.8963094175747, 18.86651518175911, 16.562133848678386, 15.872209046651992, 10.179931156035158, 41.08988240428491, 12.722673070922143, 15.246671281607563, 20.68008580969164, 6.568462475210112, 14.059485175178542, 19.67012804254493, 20.132940571874467, 16.710050964513762, 14.87815090237688, 13.541703592448128, 29.8587082921427, 10.970231989995973, 21.148457123083944, 15.801275784503732, 6.973348010058267, 13.572916119127994, null, 33.38671564368389, 42.33858821283202, 18.375462729775762, 18.650551776238483, 15.167335945324005, 28.209055308432635, 24.170633568583213, 16.054594814157078, 21.04738707096211, 37.72160874388776, 7.923141871032142, 614.9145040444255, 16.49277061605241, 6.9628613990830095, 13.680172901300097, 12.105056274039855, 55.548952718056185, 14.55877659519391, 13.956235007865518, 461.9336738559385, 230.4503118143401, 74.51302827110008, 15.535061370280864, 20.447622936111113, 9.761965344495954, 28.19447600942639, 21.951091676733984, 8.421883264183258, 19.34433353898708, 19.884895958735022, 410.59034903798204, 15.521809136994813, 12.268876136659264, 13.049746886706837, 18.534234453395246, 1016.382310021142, 16.4629900228462, 27.462181288556863, 16.57345410272624, 19.634768525744953, 11.137639960283344, 65.35849890760711, 16.801095769788652, 14.425105676759625, 12.000360301663385, 99.98217274904772, 16.090262320566634, 18.735766473640567, 47.75235260987393, 17.3898269430137, null, 209.06793507280116, 11.617002516708041, 10.195416835996047, 10.724076782296454, 19.667958109353627, 14.254684948127133, 17.91446588118859, 14.543559162967364, 8.835053942900943, 12.311779116542576, 52.235191353611526, null, 29.50079991384352, 378.15910113384376, 14.215498331511252, 19.02513217966264, 13.318840635371311, 9.045071545766817, 14.797912065338204, 19.032520385868708, 15.115089638848875, 29.542633360742858, 19.576822466869157, 7.672964071654325, 6.515301975198787, 907.9474334300701, null, 19.67972568447197, 11.667962050385034, 54.538679793519385, 36.21910622434552, 75.82491502148349, 3896.9435380516975, 15811.984161489972, 18.68609143382388, 6.900122336777401, 195.8987553363473, 1849.5392586255211, 1331.050864238766, 31.359689512087442, 212.52809249251968, 12.188766916752176, 10.786079611554019, 25.80446716818049, 9.05308761023942, 35.541946173639396, 10.891023398692248, 7.651300978895332, 14.662082163791876, 20.005685486607035, 19.452981705071075, 16.993418785554436, 12.04273453840166, 15.473857488227178, 462.85401665457437, 2467.4290743977585, 7.577044564944143, 306.68639156084464, 12.795016298180704, 33.71922681754023, 8.138770974048848, 8.991087010507723, 11.549408860249413, 18.343847471786862, 11.70944705648517, 14.303066094260046, 14.001940133058643, 9.246715193983187, 16.598626938592698, null, 10.491084315448665, 11.178704918369618, 25.63291397261013, 7.7007170002275185, 12.906127787650783, 22.28003966698132, 19.294069524532322, 9.32304119241332, 10.153996437038893, 9.87488176815028, 15.58471494942424, 9.645264884649484, 16.390029510941734, 15.542010965325575, 12.42410147153161, 5.997429107857474, 88.41460314071848, 20.680920244536445, 29.003029974508785, 16.91051342841156, 24.357524025940887, 16.72405305534208, 97.6297730205944, 12.96805321016986, 196777.30432666367, 12.644069683776074, 44.202329125084646, 12.291888750591646, null, 17.293892900540573, 64.71527292815351, 62.795348031866205, 27.396649086655888, 19.808663338642596, 20.65655447739232, 10.104940253182527, 19.85310461166557, 8.025023791609511, null, 20.027205382315206, 10.184400886992384, 18.18503553798766, 9.445058687525844, 7903.31844139626, 28.422120407788046, 12.956044283823998, 17.442271591400473, 327.77161532991613, 321.3531746906324, 10.792457467569072, 16.134967122274993, 17.80481189268994, 30.717544055184213, 10.157271051504903, 13.72698032413036, 15.653500312049696, 18.90887669411486, 14.21703154437569, 19.938492302467647, 234.6997853020666, 15.468896016698293, 389.5757513273287, 193.8380285308786, 10.084604536038897, 13.684074305963552, 71.0217104196517, 11.376316268832102, 20.57361308555911, 25.502588521100932, 45.361399935007974, 11.567302544110738, 21.191183769739197, 16.059653428079557, 35.026829860478045, 4.504398138666135, 13.477989943893325, 10.950005321911268, 116.20465028990056, 399.1410563397142, 16.31833419260654, 8.64234553147624, 24.66817941137156, 1500.4093014152395, 33.2720337475322, 13.77192852094019, 20.076204589226766, 12.961012557196876, 18.368019276337627, 11.134862588609366, 9.09940784370792, 17.24033567757073, 29.255304944345745, 11.885827319084296, 4335.6739028809525, null, 623.1807338865533, 13.714864056183664, 35.44352559247617, 12.09833153407942, 9.659080793401158, 18.365465218052023, 14.969793695168773, 6.046951821133229, 33.344438925077945, 59.65369428713155, 16.890028617722326, 11.441409083528352, 66.24702235863971, 18.85976005027791, 20.047050419100508, 12.61030574104943, 5.689229089832442, 14.65006381521981, 6.199257903208793, 13.877563130552973, 6.027991146151002, 9347.554862715191, 16.297454008509213, 22.250225616470594, 4.700867266492375, 10.453573666525234, 14.388137781632295, 19.986830549659068, 17.134269231831105, 20.91749973568608, 16.561444391954414, 11.416732986766624, 18.85911492069683, 14.165380018758734, 17.74270646786698, 23.921712328053466, 18.721882709423927, 10.951761993177184, 157.0689391030221, 178.46098480615402, 19.345691299068537, 8.215552804479742, 14.461837064172098, 25.03510524009826, 13.431765128358492, 20.47952555858588, 15.342982455613038, 12.983233032900115, 66.83062704750023, 75.66380157768626, 9.694547761715604, 14.191831326170824, 8.185722501058935, 25.917368250387828, 62.103605668664216, 14.627750617669573, 13.20445873791705, 24.10918540285616, 10.193840918135898, 210.8374825821824, 8.460416882244099, 22.87099033015699, 274.8866658002435, 109.2624392040133, 13.386443901794832, 21.837333923451467, 10.79324900321699, 26.323919844072837, 57.51894424767465, 43.29366214236239, 10.414123750176996, 15.200044085547534, 37.17260380516242, 9.117738511188444, 17.55716374729212, 17.12840751744313, null, 8.319491451733603, 26.38473785176443, null, null, 24.013963517471648, 15.79952963975259, 4352.682839495608, 9.529095246181724, 48.36153697234347, 13.708288833246806, 9.145751335214733, 9.78873722623443, 10.091090455030928, 165.0269448828695, 14.815004539342484, 6.945920385394771, 227.71247985489867, 24.59413854553218, 15.724781221041127, 16.80484442982209, 15.613303542766447, 290.320566261398, 204.73090345726163, 15.882366619451732, 26.90114491134769, 28.55945925236021, 14.837746929572624, 14.468484688818307, 21.48634077963993, 101.65552648816255, 16.44945031304462, 15.3358578793048, 20.405501385481287, 12.76606787631376, 20.249875412863013, 19.47178178759377, 13.465773716857916, 4.8901023051526575, 22.5388375799305, 13.699380251875885, 200.94756579362598, 1206.8332110426438, 15.306770046024198, 8.695132729434995, 17.271910509632168, 148.94640201352888, 1116.0617044071353, 306.59404782232065, 2967.781687180567, 16.136229226520385, 14.431096993483, 22.365305992268357, 9.327202100387957, 34.03268738373327, 18.664203180326176, 13.032086736894396, 4.784853417241001, 6.769700773070066, 19.177642675615907, 16.536126429557488, 14.79078964497118, 176.79058055913933, 363.9285785973872, 11.97825901814945, 15.180440589214413, 52.63082408004323, 7.417056208138269, 15.296480217850153, 24.85689458264943, 15.348932875943431, 20.322577323011718, 10.6542801488197, 40.75802420752353, 19.96452292700936, 7.420001075237257, 17.24577602539572, 18.043956535126494, 18.51937597161143, 15.249775180057256, 10.305520900936763, 14.098095827632768, 13.421465927089693, 64.16173733807257, 21.039446058503785, 7.223109673541633, 19.118771684921484, 278.4958780153508, 15.130587262418357, 11.24917870587001, 17.816588507963953, 11.029223152781585, 9.652852591747262, 22.79172246757268, 29.16449097563088, 149.11978104172096, 22.040544635951395, 16.967649202135085, 10.717340118244193, 27.29100257429119, 34.09496238097362, 15.946231462866745, 22.462772724609565, 10.854308415972765, 43.7106545237024, 17.69546047945554, 10.35556868910418, 86.22890061022754, 81704.21908781884, 17.12817063994969, 217.23389260824115, 8.693764937771983, 306623.40449329966, 265.3711085215613, 17.403770326368186, 16.095476384540056, 12.857299335867523, 15.273392429250794, 10.982501042732746, 15.283100650957707, 17.083528938151332, 8.583244350495468, 14.20862102580765, 745.014145263351, 21.711305276853142, 20.51434886658404, 16.36181334748112, 17.260650608787547, null, 12.510462918489829, 19.044374767998548, 27.35237895621467, 17.021780319159177, 3.185574684961828, 20.23047510991801, 24.157585725665413, 17.461040973865668, 20.330768978341986, 10.364239455471166, 23.0020116287638, 8.516974868956389, 25.570103632138053, 15.091961906661892, 14.958353220338626, 24.53429833688138, 24.511482691940746, 355.25491669498876, 360.52991654725366, 15.467581583893194, 25.351928419314493, 4.040346378454852, 16.140810547051654, 1875.5452106494465, 628.161541297143, 16.935795524928935, 14.39769971374634, 372.7202187683983, 421.23673676292077, 10.563853328721065, 56.070216209766556, 11.064521049048764, 17.196318597061605, 140.4781984618549, 8.609384371138194, 26.939423723350306, 26.527115619816406, 24.564510053958802, 18.190348802292892, 14.737498532363258, 6.723910464357525, 20.224691047554586, 15.16600224476065, 44105.64679443233, 189.53718135997696, 15.268354042855163, 16.473823897664765, 20.754233306682046, 13.395432284771536, 25.25057037618896, null, 33.85304699681613, 9.865381264679467, 17.191398759289036, 24.54634190667446, 135.4500283724775, 20.328305633763605, 14.983256002355322, 11.688945831582394, 9.335531100309758, 8.627340718541728, 15.153024984914925, 15.397457122444154, 9.989218602490727, 14.636746463018296, null, 11.111915342577728, 13.412983399482336, 43.58373021936698, 17.757004831926427, 24.686289753463303, 611.1170502338346, 219.5878846733757, 22.883084817023555, 11.280462869551428, 169.4184463385613, 1466.7503599882114, 37.9637106209621, 23.59451590331958, 17.905674918706012, 14.634244961766438, 5.19678476519857, 5.7760743491209015, 26.921219275323917, 13.20959077735868, 17.071969388285197, 9.081615416683748, 16.974129491735617, 15.036773878047578, 10.814004993915178, 19.29601770470453, 9.638138697673863, 39.769718984133156, 24.456299952522567, 15.100802153439405, 16.610039081537206, 8.920381459549672, 129.76814631031297, 13.820984644124048, 17.951922705298102, 712.9447400392928, 13.550552377789831, 25.94642127669459, 49.54024579271217, 10.853611565373182, 10.808839385188081, 19.182247731300755, 16.411313171251027, 51.211929688052514, 5.3853169368601765, 12.076944900738404, 83.3741771580972, 15.858621369436452, 49.35020491610404, 9.381925911254497, 7.816051631936589, 23.532847172319546, 14.643548007544146, 50.35528169129552, 26.515974584211868, 10.724044178301877, 13.819698309464565, 10.392349510070131, 409.5131543751186, 176.44981114559258, 18.897062544393684, 12.974498799654214, 17.056171003362483, 13.456904397071463, 17.58474573265673, 9.15763097056771, 22.296445321158266, 17.705462105303713, 15.122321271045767, 14.68726300896811, 12.981044838353613, 858.6647914297664, 32905.422141581184, 15.443817753867574, 6.834709814951987, 10.129194231948183, 99.7498096522432, 46.58606430645776, 20.545125982115653, 7.324892405306069, 21.519819287957493, 14.191968445062162, 13.665682837766767, 13.020424956846965, 8.959477751758449, 481.2162960290585, 13.66259650853034, 12.438627278163832, 10.030484286803286, 17.421046871596218, 7.56915881171683, 2057.679852718108, 174.68292573102818, 16.43333047213633, 35.17676476317425, 9.321161055492418, 13.579389969163973, null, 14.112764125128624, 15.390506432574869, 16.382532566929022, 1698.2465572271085, 13.394359263216375, 19.477334214002944, 20.980087902016283, 11.104414090476453, 19.715796158529844, 63.31609762694797, 18.237668675261148, 28.29140012799898, 101.49546363358073, 77.07350521217231, 1548.25856849865, 159.86708386789968, 14.329647364376026, 12.268106597636413, 21.07431747968905, 8.470312174304874, 19.603856205331873, 12.487324161502226, 13.753187010746467, 25.392981900108445, 16.246372933304475, 3.8780637159435223, 162.8173407265194, 496.76438750412734, 21.11205754041691, 11.71899957375474, 12.940112744255085, 14.78097082979753, 40.18438833380423, 29.80230074335218, 11.961203884119152, 17.03836123240158, 9.14746441538718, 21.240415123313944, 21.19716531597036, 18.24752789263289, 22.922626498999637, 18.32362450828512, null, 81.55758214598906, 10.626213157991543, 9.735950876443193, 27.584623140084933, 28.52497578081688, 19.40690666089413, 17.88301901043457, 18.71753683389985, 9.554429467359974, 24.80357102335158, 21.589012933520927, 11.769317574361036, 11.485828542756465, 20.868558193796467, 11.971728527619991, 7.987581180548103, 25.82124322445106, 7.5800812330266, 21.155947729043135, 26.92718967823459, 4.1073649655107065, 14.611302577526205, 7.853309455759133, 16.420709361208537, 11.352074736152892, 74.78856889787102, 11.494339100535054, 13.200470602322033, 9.241319746126113, 41.89039933077989, 11.963190482113426, 21.751810824385533, 20.643265551426282, 12.831685169822665, 11.382613707991393, 10.73458247638882, 29.607586849340905, 34.222876112137115, 27.618209089362693, 13.797012700052203, 11.62701605891042, 15.400994804797788, 11.839496610887522, 17.15982962860534, 10.959465773096511, 15.439994681665215, 16.173668211538697, 19.266799362077673, 14.180317065538125, 10.152672195223689, 16.608534021212144, 11.906155055672393, 16.58748307719159, 6.750116975786373, 12.362376450657663, 26.24671992610064, 12.206028739027335, 7.213193451695999, 49.74947114797144, 12.983348596021239, 34.566508941713856, 13.814084319050911, 287.7738283117706, 312.0458414696423, 6.97098311160832, 13.637877477249493, 13.252748613408027, 9.70081964123503, 19.236722811262915, 48.33283591534653, 24.684884202074517, 11.991305458883705, 14.349691808379793, 16.978561366159685, 18.463711250954656, 503.9714279344535, 23.63638147813901, 8.017621061925588, 13.918689917881196, 16.103976391518113, 56.92232758245735, 12.232835270952744, 509.8976548343482, 10.005723627713923, 9.729832585786095, 12.804640211399148, 782.5262854788933, 24.351884288729803, 23.59363008305344, 261.21322960955825, 330.8448933798803, 17.731607578767523, 14.170284593040162, 19.755463804163288, 20.432532731659, 17.598405645099398, 19.06488491293122, 218.02374007348644, 377.68126166168213, 11.510902649095712, 15.100406059916606, 13.018862170069426, 12.128263353815909, 17.43818441580342, 10.722666915820207, 190.2411567515324, 17.031052826948613, 22.368727739628167, 13.943270583514526, 730.7330477655327, 15.138883239051614, 21.763813475634127, 11.887521418435414, 19.362946525980448, 17.87506113492916, 33.416923089126755, 18.445438358934336, 33.903766939751264, 39.54255620878285, 63.71476705563816, 10.173755438430565, 11.84537233454811, 32.370232363733784, 14.126893693927252, 38.908082272661, 63.392642586375544, 70.47534681904958, 12.005220359803287, 19.337779252294933, 13.277707007444231, 11.424224665986126, 3.7194301524054905, 3.4670218808525757, 97.10068965731269, 779.6662350302572, 23884.678869113617, 21.146905941553023, 42.058326845762274, 16.616709772446338, 16.187425743506044, 25.030635885269323, 13.967905822811339, 24.90614836481423, 10.315812545081311, 3172.829300128569, 525.0253579519709, 13.42833307637229, 38.15802762352925, 24.387913053973733, 406.9414838646315, 14.203560867861604, 9.853381755752693, 14.221994216740296, 305.8427675655448, 581.1611684137417, 177.67144064053338, 182.90499922324523, 13.514844530412038, 7.075960284223096, 9.3033176357601, 11.043908984556717, 15.490970679447296, 44.27524737856721, 16.31996489556318, 12.156781250020213, 344.0019000250365, 11.724660036050837, 9.803886584385962, 14.18232802624187, 16.810724883880102, 13.332437659943507, 14.314186194057514, 10.218285895181092, 6.2788322162500005, 29.38865788331304, 11.026967966449599, 228.31886029470897, null, 14.152026412431946, 18.634398850152024, 11.045138045732573, 17.688355426396626, 8.775605537447268, 16.4260373331612, 11.869195086098356, 10.655311388447473, 20.278099464613714, 30.228078797869863, 18.732982131659156, 16.549302796755537, 6.69496314118705, 6.773889702473818, 19.216483610880047, 10.371043432860915, 8.891428364353159, 17.729460910382702, 15.898924993512301, 12.860666363789644, 16.702674892200367, 17.60343990522752, 16.085157096445986, 249.4991781560957, 15.518262573997113, 18.30861189833756, 36.257956530305364, 18.69110368277418, 18.443909442208344, 13.25563605813902, 25.259104476780568, 20.164252525556652, 8.2542904579123, 54.29015781638295, 8.999439269066652, 9.766079396284324, 14.25420977046725, 10.395569375507787, 33.557798556815804, 77.87616632217235, 16.833782600725215, 22.379246381650656, 18.00864455647734, 8.601946261464601, 20.25436309999072, 17.89738356330093, 17.327959563971973, 34.147724020059854, 17.72745628180078, 14.365326279515724, 23.36721069036376, 12.012282026523922, 15.76691658431804, 18.807498774353707, 16.968193786551748, 661.9811276915184, 163.10179012512458, 23.866520676807948, 16.253581923996435, 29.08254754764697, 5.459612362865265, 13.710036311738351, 11.259343234874423, 19.348695045946886, 13.126532830817714, 10.856952744664149, 23.458095090351893, 16.520713172877148, 33.42554723700101, 193.9120853078795, 13.07214311212382, 17.52061451855373, 9.095310013680606, null, 17.021968520965398, 282.5544461940892, 10.417113009619923, 20.35304542047011, 23.541019614547096, 4.78772398694846, 22.562156663295102, 14.348217661721174, 13.243264158669929, 10.443296234302311, 28.697362687204805, 23.896130258383177, 14.404893969894841, 14.685339598105347, 7.406892415423897, 16.30302161185456, 17.215120025812446, 12.874849261303096, 16.671895269252385, 16.92360596780149, 17.73923064430633, 21.33819426801633, 34.85674594373403, 10.111752285390958, 16.5088604505985, 18.16480617881073, 228753.08921242304, 263.241268777138, 11.83425112711652, 14.53512769476512, 179.07769538108315, 19.409413289889752, 18.81153163752696, 6.643350049767338, 14.17412398106423, 14.069630690093597, 14.061007706144382, 13.509726939166796, 67.72208572096993, 34.51422845428231, 10.515500151018124, 21.4923514481458, 518.9871343835646, 2.9392438330285877, 13.689799207129084, 15.241120543419333, 11.970760090500569, 35.22083238520275, 9.859539907866088, 9.952067790734137, 17.208862571998438, 13.698857613386144, 3768.7634980805847, 89.39037637708797, 445.11149469924925, 16.852315705615357, 6.7442960598258175, 42.84025709883277, 7.707286751524157, 16.312535421900197, 109.2662372092649, 21.875342171071026, 49.819174274866725, 1157.522373313949, 95.64821746601805, 9.771222172708429, 13.345463865000315, 13.578596664431762, 12.387957436124275, 11.916718899490633, 30.55398888742579, 12.099628659742153, 14.95402720711431, 11.923178051635633, 1347.2304303399076, 6.7483328425136975, 33.04396651785193, 17.340561267096778, 10.71263896293213, 14.185463665262866, 653.1782452297433, 179.6213981628095, 13.710257531130654, 40.792421016030104, 19.928528629850835, 3.3890323946557683, 11.36343446392587, 13.658591423010463, 13.370508510919347, 16.32802908363755, 298.36925048134, 23.002254675490594, 22.902898829721003, 5.411484926888743, 17.214853526497127, 24.463117007208325, 14.11786763203717, 19.65848883785873, 1524.4842620622376, 219.88830018007093, 7.329117542668654, 11.300637528611945, 8.717687632248246, 15152.023978494055, 12.178392619703391, 14.432313430162775, 20.060278523208424, 14.113186099872312, 19.756665995156077, 100.62085313909695, 25.158881184200048, 12.720620819735188, 300.43649041291246, 17.428972101256374, 14.521347986205056, 14.202536845486419, 11.72841423510199, 5.983380415217037, 30.04041428946419, 12.33630393550529, 13.93174930683398, 12.217727941594815, 18.983341248665074, 37.311495754734146, 13.135915202539435, 8.393528214298719, 8.767604760929643, 25.948746396068028, 21.792882105338478, 26.3291364053346, 43.00251364101901, 2.818822751612154, 184.2038415955587, 31.99263870433037, 10.505036412570657, 23.53909466667753, 13.378691600208954, 68.12513593878079, 15.192632554867576, 27.776352853323456, 26.60352969344654, 18.561174738903155, 15.13032508666549, 12.629526930240367, 9.606094231258952, 23.763456606097478, 122.05188546550384, 21.66592017716547, 326.08772753103943, 9096.7555117003, 14.999494837541995, 1746.9386056243875, 17.364551443075477, 11.276666828499133, 15.505128543864643, 21.460569149243284, 10.855523796942036, 11.575474151027196, 17.280677418152067, 23.33498624895173, 14.983225639232161, 17.152894168595818, 14.862820049298625, 15.761117763342245, 12.931458712378735, 7.114653716617397, 466.5502507589375, 37.23137936034647, 10.465569698951187, 33.31906461458491, 24.899705328421927, 54.710690842471216, 20.244384420058697, 1268.647236622156, 223.61367850943387, 14.553786477453844, 13.006385444463946, 17.11907367199674, 5.568243946579401, 23.486408493562198, 20.79542907450586, 14.0524236899693, 15.684119477708926, 14.002773643549533, 482.1334256971518, 391.91192141993815, 14.720089506278105, null, 20.95616662334862, 9.845171490541935, 8.88223801072102, 10.107536733230203, 17.32894014418935, 19.109749267711397, 17.179451079405943, 9.151677840283698, 101.61154326747074, 11.56306271250831, 37.495307807565474, 15.519082530073087, 46.195282690379045, 15.94894851007168, 14.118605117082545, 13.988707043939135, 44.94975183446546, 25.962240673949626, 13.893361095871887, 16.81616625765636, 20.745886331443653, 33.12395475403009, 13.56644129999496, 21.043296421987925, 17.602822952295625, 9.911788585555435, 14.979481502288158, 34.257317105685445, null, 17.525289785603007, 9.689600310977717, 18.950451108551945, 21.849711873161784, 12.507572668583894, 18.67995571790827, 16.83438263958808, 33.773350481145656, 29.687106492006684, 12.636328607700383, 15.308768271631608, 58.484013023344346, 18.47837342490634, 34.055511711930556, 14.799169862047716, 12.158475137088615, 20.646370579688934, 16.095863605440712, 12.960839594256615, 70.90562301265986, 173.1728518261757, 194.17820547135216, 6.791304522252263, 15.117087747995859, 9.187621650821306, 19.433588950888698, 16.344854994052408, 690.8542955359509, 242.48044869974805, 30.997189340388356, 549.5972380048702, 21.294572875403546, 30.156997471921386, 16.852444487670315, 15.405574093280427, 11.8728399952569, 13.357339819092426, 14.262374786717524, 13.830287119257779, null, 11.732701743143663, 8.258597148762519, 49.48501791608488, null, 13.245756430387488, 172.04856759703117, 11.338946090480404, 3667.834981423277, 20.732436235497914, 13.12889445118626, 22.500559997255465, 14.106910318219306, 9.10364029325101, 16.888098844561938, 16.02773736216148, 11.006792598921097, 28.74446897875769, 22.521380250043997, 18.263277351881474, 13.348321891423655, 16.35621630368961, 165.19571518474137, 204.18725844356754, 17.365751075712357, 14.01220137172294, 20.1473661895978, 6.683482020339887, 329.29078194271744, 611.0957287849736, 10.602766460863377, 12.89262472932331, 17.660649665060856, 19.381012950375432, 6.515748585023919, 5.480336211510706, 11604.42706543728, 16.64974287613554, 13.074957963695734, 16.069072228383742, 6.155956140372792, 11.84941272041249, 9.849606773318936, 5207.326631740176, 179.18180669852768, 15.683398776945966, 7.702553154850388, 27.860959036571852, 12.394905085598305, 14.110849807791267, 17.813900571352747, 43.71868810156161, 14.14639400873016, 14.629870472356806, 64.61445311211573, 16.590402591911953, 288.1018379588187, 16.063623315732507, 193.3022315892276, 14.843552350319355, 31.492863394820095, 13.961106992194411, 71.93194896500245, 22.328387997690587, 9.650487416921509, 25.27993586123637, 13.74744984235859, 19.401432331256935, 212.95576807491997, 184.002735322223, 9.435703584662797, 23.53403614874766, 12.035577746562517, 11.873390121254685, 45.18504042279191, 16.479629301957427, 48.90075038358272, 17.337903534105028, 18.745675878861025, 20.64209599019366, 15.81895653346308, 14.242650790109352, 21.81428370085402, 11.361036896963967, 15.646405737896805, 20.71833996571496, 4307.764969752374, 13.201944779513342, 15.055365737566182, 19.32557961757555, 6.93464131722273, 13.990899077596676, 15.590122818636756, 15.996233176739215, 18.594722233013105, 25.725637929180106, 8.476939060658676, 28.239602728265048, 12.652476971547033, 28.30811923620585, 15.335910115002866, 768.2491310630435, 1004.320402625332, 14.106710639877715, 14.088871767461814, 16.17185720459921, 10.241043985648991, 1900.3227851088686, 4.928681436014594, 1.8094057233125076, 10.719946718959667, 19.99895882257716, 13.194341028513286, 35.99463443759542, 21.111282415740565, 11.071343472564905, 79.78684675543134, 21.27616200276142, 23.016506103878342, 15.436855013059013, 16.336136827202775, 6.943090146035353, 13.034927835466455, 13.046595522549019, 8.835008609974595, 11.05669649285231, 9.43203619129865, 13.7453127009497, null, 975.76024879196, 13.268267065961107, 20.197247629758007, 17.105646300215476, 10.253726381472816, 13.221549216040616, 11.516064199912732, 3745.608132040877, 21.417432356090536, 12.947125856888515, 23.377794913512286, 62.33246273624654, 14.805341830101304, 159.40084550195093, 16410.81144618982, 22.350993588391017, 7.283785805126093, 29.84859573544287, 13.260335233491276, 16.3211287165602, 255.2108292315433, 15.182734693165125, 12.446048253929673, 11.257697060400147, 60.159396994349784, 11.773286742295063, 8.715023029808911, 11.037581103348145, 7.967629379877595, 13.042026562764086, 24.20944882593375, 38.967494961402735, 18.532848637730797, 11.130105920713632, 16.725202891503994, 20.312092008466067, 17.246206703942253, 20.076980998719492, 16.547561229083396, 13.895613275805859, 12.701277329164352, 67.94639436069271, 14.722891822720209, 21.970184549073075, 5.0944623816082295, 623.137249346795, 16.905958574402124, 13.990647150378773, 12.882920636568794, 22.57417000129636, 18.234976742660443, 18.2631755369353, 102.43444559907543, 24.856237351250872, 59.32226947613177, 19.067178499494837, 15.774099019694884, 16.626187543553534, 11.058239205808015, 12.6866455403562, 17.633077394270245, 3.213196473662688, 1929.5111758965154, 246.31461075294288, 175.85916985339, 6.773125118166642, 15.68307353610068, 17.978462205363087, 18.086654508333176, 19.879824190075862, 19.231797376471643, 14.668279534418518, 7.796415196425662, 9.601647786864703, 9.058158995689158, 7.145381472880661, 14.881273656244252, 14.65290485185132, 12.537557732033653, 17.964579536349977, 94.99512275409235, 15.586426978744836, 19.272771307838344, 2.9494163710084034, 16.84027470130915, 317.9359904171561, 15.665085675413135, 14.298771429447475, 31.35696586820443, 6.662822715405476, 5.934441965750854, 13.143408747308223, 3.0987847445607835, 11.129513719866836, 12.681885240214974, 13.920103872082686, 16.94591769220274, 6.708922107234331, 20.39601881015564, 29.34485734041845, 14.146540431638872, 19.05096282728372, 9.435914228662662, 14.072682547766302, 16.994001365794432, 9.421697322436422, 7.776218536104183, 53.82012661391202, 6.593353965957657, 10.406696795155222, 11.595025021300287, 22.10909574315239, 12.701165433788491, 27.095702024833315, 4.7638415918996175, 27.416865165143644, 202.1177011626796, 210.7082131958023, 12.638115216361511, 5.853287181120861, 31.48436964657643, 13.910706904793553, 14.194273654550807, 22.2208478001133, 15.913326124303017, 17.25249574075703, 16.731352970750944, 15.615689600914648, 24.827579404270967, 106.86214080179217, 197.3550998235064, 38125.325855465686, 93.92480732883631, 154.4135069872614, 59.782267627150716, 15.215027224341775, 18.846472678250255, 29.682518570011872, null, 58.29407536890304, 26.79215488693733, 6.7247020850808505, 23.725055530931467, 14.855212636753926, 41.60842304840682, 11.6170470739677, null, 16.701182201827542, 296.20459951443934, 308.1873532974738, 15.844053182389539, 18.168276291006247, 16.534669887706563, 42.51843147475209, 13.507005819546269, 11.774610317358539, 16.521974853403904, 123.53661803485849, 10.435956134322048, 15.057794042175855, 13.759699236446307, 19.667442070244316, 21.931921511309376, 18.518507629190886, 11.207216207640407, 1.5969292417296466, 10.670515889577251, 16.875860415511056, 12.469158190864173, 12.45618066333144, 27.28758020356679, 20.9719803700342, 12.259705926593448, 12.553688243326135, 45.8147662632566, 1545.9800782873403, 12.456692895228779, 13.452439200640919, 36.43951905744122, 20.37973779930064, 13.873149715946774, 101.92906831015051, 17.737314540034173, 15.87949631028862, 14.47318208498481, 13.946949091752098, 11.012281017824336, 11.295319732179909, 10.171368442803864, 28.897758661808034, 8.148450224812034, 36.82719444759903, 16.75949359807922, 50.41502244228285, 18.750903489717654, 11.187553951571502, 28.572617968029252, 13.32233900704816, 12.037137419946589, 44.665203176548395, 24.58257578981319, 13.491608648806787, 9.842545365871745, 101.69287299929344, 16.619620848065658, 15.789507238260356, 15.052559693156605, 36.02047881511373, 24.146195933421026, 13.827879858175562, 9.803116285700892, 28.411208975805607, 15.807206748793496, 11.152223244480842, 14.915756327281814, 21.661964178594804, 14.115500601466286, 83.29264547924423, 22.69265844654738, 14.352382088280619, 9.314508057532644, 14.50414958549139, 251.2513067968286, 191.80344272416352, 14.602784105112526, 6.501241462782112, 19.98339498302697, 11.647222702431087, 93.51378552180834, 1939.0190952691207, 3.394285263223068, 644.5572450864548, 2057.672843114872, 327.55342147471794, 28.8767083527659, 5.555088014501695, 61.929885296868704, 27.59655549491139, 11.172298937930274, null, 32.871239968307194, 11.51326990994545, 3.6103533556531584, 116.83012703201487, 10.012988088224276, 261.4957379287099, 165.66465126640483, 15.998515552338825, 11.341524990806889, 60.5865556065897, 14.87096130274312, 14.544776423130019, 21.93360332787604, 30.464124129726397, 19.703927402248766, 7.554117544843336, 23.76651028226581, 18.290765808606256, 17.503414766376533, 11.530928454316118, 11.36198622097955, 6.896780046302331, 44.3789281902888, 7.5083183788393715, 14.128670509658118, 6.306956668847393, 11.526016620510848, 15.8473280339518, 26.008780208098912, 29.270056837960638, 14.065251480593645, 10.848394346580525, 10.998667407999193, 71.34585273918645, 18.01302920761212, 14.434201966873516, 25.570145517644754, 23.71733917817914, null, 19.982040713234962, 25.757195026596303, 17.171424276858485, 13.502136023238268, 20.083948854038283, 23.890415539924728, 8.954692395229069, 5.01214811332905, 17.63708090549564, 22.931956154305954, 16.851908769972574, 23.17341909038284, 9.857164876029671, 37.07940961830596, 11.092243570422225, 24.884945177332774, 14.968752563385749, 15.43200591782661, 14.520090475336984, 811.0521079025967, 13.248821115859986, 8.747468887558535, 12.886553886405466, 14.095953044753553, 12.742429500649974, 109.33861560688986, 20.876517172421714, 11.264052520467223, 18.953120641537346, 69.85543772496771, 24.22044001216648, 18.816033942049863, 92.02384038504313, 29.532132822644343, 11.791065128754662, 46.46250980036658, 11.546654658697687, 24.994527318110336, 15.76226023964097, 14.811406000741082, 9.874028031573118, 160.15323871123732, 18.043672813267484, 36.32411021122507, 13.11454333255614, 1645.8220915999125, 40.71458843095914, 43.51213633141836, 17.743128602876503, 36.51125978997399, 36.03543641207172, 250.68424677156358, 178.97567405332762, 21.63207606301237, 17.84466132490792, 9.023863312319216, 27.155034925004326, 16.319022882833575, 16.013040313064202, 14.97729662881554, 11.485901698787455, 9.497356644502592, 20.260903326844577, 21.357408798834413, 3.2960837153612155, 12.425545151418278, 55.775217596283426, 17.734174663055057, 5.756760176400645, 24.51397114041945, 19.766217954205143, 14.738093833609328, 8.465190222625466, 9.335311495411476, 13.742428760179374, 15.905444599894846, 21.146288934525444, 10.863813272503405, 14.493506516700249, 14.896024169785306, 15.904115148786142, 17.30010361658123, 106.35302394647476, 14.358888256087784, 10.082559423122778, 13.954931013689821, 9.709791464071394, 12.790206164650945, 9.235001872624936, 6.5796556178814205, 35.41120247640125, 11.809058495883491, 6.877014391069154, 17.620833721727053, 20.503611384154233, 4.343917717605796, 9.70324141017185, 146.1556898365527, 14.191271633755662, 16.730063679577714, 15.28574858383103, 194.03253582239086, 187.77093834249212, 196.4881764100991, 19.142097185562577, 13.012965526452833, 12.989029877398064, 16.331537953542963, 16.301609064725433, 59.414431178035, 23.418858127319474, 11.264093042252266, 318.72994448297874, 12.92620428212958, 39.05990486524416, 23.33038395828232, 10.889349395438352, 12.370606775385115, 20.170279491727452, 14.4347144545926, 11.517956489067217, 19.131874930757455, 9.904863862259322, 17.19949941980641, 18.820760122229782, 11676.984623208189, 14.630936391770131, 13.624809580187295, 18.47882037566952, 17.010933113154273, 9.77406182592374, 11.961940008474555, 15.071198688388012, 28.067375449277296, 66.0210494290309, 12.903477575378233, 220.09859812428573, 290.9017197367636, 13.529104994338109, null, 19.283287119085227, 23.432261019143173, 16.827133187132713, 173.08352568893181, 8.067119575478523, 771.9853197688678, 305.5908419308038, 345.9320065516726, 198.65446988382325, 251.20016383544223, 1087.0606209591224, 8.307962995468989, 15.538340525200708, 15.2587661483273, 23.236171515453943, 37.86923157752975, 21.595313395931626, 13.980434371747158, 46.21415308064208, 13.269001752469542, 42.669174739181074, 6.771956502614754, 21.100695118938226, 8.91401465122519, 7.763156543013303, 10.607538097062235, 24.731590414117697, 13.80674208453485, 344.70919262800385, 19.216619064295486, 16.742469210712844, 13.76897111071172, 15.489315692616394, 9.665981345526543, 16.604059220291482, 13.505662960049081, 17.72921793091393, 63.746201118797075, 15.592321801690767, 12.07916930192507, 13.951330223908744, 9.35415287397777, 20.903584660903245, 27.58936162872439, 26.73437341641192, 10.906530997452853, 16.80249283389376, 15.643134132136623, 5.914457161989613, 9.75341974477476, 19.35487920536705, 169.22865442920696, 10385.046076294446, 34.99195277407472, 74.94356557839829, 14.864400583639078, 15.427303486714175, 21.33032760955801, 15.528079689808392, 16.365186387712395, 18.33769118585032, 18.17898618733852, 14.260943699266322, 14.497831768295347, 5.858109553086415, 40.361682474207775, 19.216794074628318, 18.5670886549495, 16.646137118704846, 7.490400272656347, 23.41154627666031, 16.508839665558035, 14.363971330865436, 15.982388339901354, 14.813781369867414, 23.11258587488859, 41.322663555958265, 16.368719538202182, 13.04646504983534, 15.489345113792892, 63.47759549068408, 8.60668803014428, 14.12213972614275, 14.015071780538713, 21.931185060580354, null, 6.738140352825514, 15.997211152852275, 578.0128873476978, 272.5112461210582, 28.481389994226703, 15.683959236294873, 11.189217441910117, 13.640208778701, 37.846635365955294, null, null, 22.99559631528749, 14.960692555902984, 13.016191114857588, 12.537572690446416, 130.1201954117396, 24.06819435549788, 11.537373398267448, 11.904701713270295, 9.762377322606836, null, 26.59184382976125, 8.758848073593578, 11.60347676887521, 19.093733828432487, null, 735.7203192613098, 17.776918586518267, 14.388159406182346, 19.3941454608846, 12709.857792393803, 19.795761125211058, 14.932752129329787, 14.107080992470818, 18.165384121070407, 32.2439778401695, 17.188526884659787, 20.023696227370067, 24.108214031954656, 18.888840887345623, 8.87179736031017, 9.848227282420037, 14.685124561414693, 13.419885303052551, 14.641886231051279, 15.732273678729987, 19.968182737273253, 25.246417629789427, 9.822705102036558, 13.216931586885446, 17.342952953502614, 513.4321909843554, 504.7777961004769, 19.975319017190248, 16.171864545973683, 13.685382437747569, 6.85898772683643, 9.419012064200649, 8.537599687662585, 17.291294497609858, 15.990195882625885, null, 11.505602618791096, 11.789624392203406, 11.424552513828356, 13.450994133510774, 14.88468728124635, 15.420087037042984, 16.167498802418823, 17.5847231103356, 26.41401614389133, 7.1031853137233485, 11.596760339974466, 1372.8005818543081, 201.33225240668222, 6.296582192074817, 200.79726055000043, 18.491937610214734, 12.322828283765974, 14.84529970303131, 19.846850125193434, 15.339550931364911, 11.401381612876367, 10.99017220782187, 44.034300637850606, 20.002656879371518, 15.28553710396271, 32.64082908938905, 14.029277660664372, 14.464327755214873, 12.96559476181366, 10.78120181992812, 13.940467196854987, 15.927180134456126, 8.848861289668688, 19.196279292951363, 324.6172733382333, 191.1295312089988, 6.320592853097174, 19.01469473095117, 29.718852054028307, 39.12326530822328, 7.726867623915773, 31.680923786405373, 325.1925930596191, 10.8590313525806, 15.804660937357413, 19.966355203059425, 16.443688147749118, 7.559784957419517, 29.46475064715025, 24.875940894088544, 8.603578917022384, 29.17728849766192, 9.679393720377467, 17.301373494523098, 8.357939405094138, 68.40553945703242, 17.421628252170766, 15.110893935648255, 25.241890561657723, 17.263467420401913, 387.0932577743317, 551.176005242363, 34039.43129715103, 21.688874155523305, 25.515584416063675, 4.3410988088266915, 11.486575613075464, 15.387919719365716, 10.470026178083293, 6.337192140332375, 22.163891895358425, 13.036523983212573, 196.8699567920056, 287.5475533954602, 10.73675971290122, 12.887587356947488, 22.345507180106125, 20.16240143402936, 349.1887046129899, 131.90600888225651, 16.462903196066552, 13.703837912938388, 63.78376905906829, 7.219806161908545, 938.2437299509824, 13.739375766674204, 14.837028852252427, 10.795865663259745, 47.99986653829688, 8.549681788566385, 25.36679761597975, 26.242244704177505, 14.309635724902039, 15.050607827750135, 166.21448703103232, 306.4888835419765, 12.442157410729525, 10.410519595214117, 15.346938093370529, 13.569101130897694, 18.00465047050189, 16.405526490552962, 145.30470020559528, 17.270538054748688, 11.106273946761416, null, null, 22.694833383918343, 10.583405625284454, 24.029554208250516, 24.62582835247237, 39.419795991477024, 31.699112983721538, 11.484856057454046, 6.804238642994162, 32.597589707708615, 1361487.298355555, 440.60581562583053, 14.143663265668595, 5.470981477291362, 16.064601472208526, 18.006916126792945, 18.51632889631754, null, 15.895337156849227, 12.181929575282867, 18.217917821273844, 10.299440766151733, 29.302741863061605, 44.721640214412616, 878.9727019063823, 19.495377280236987, 9.53048284326716, 10.001194775126839, 3779658.3778531337, 17.701540072912817, 24.870932969122144, 18.11992439280851, 19.944664865790187, null, 27.665300619409905, 22.01576934215318, 31.30997486355771, 4.1921613300517455, 29.476877896308032, 19.82673039795261, 6.356196683175416, 16.105579048307668, 13.315852996377632, 13.700133484923438, 4809.381383918479, 34.80906192235683, 17.971009296416966, 10.95003782955806, 14.629203044747108, 32.898777594213236, 17.42836759742362, 3.5437399184940443, 19.205409219185327, 4.183272816395252, 927.6330927273344, 202.6861965922084, 17.001301463998562, 14.268523857217, 20.27073444179721, 262.6703922290376, 40.76096229667125, 22.499982869037737, 17.87713098307542, 8.31328445476348, 14.951726912460215, 15.857767102632986, 18.68922207327229, 12.261535487968452, 11.873287862010384, 11.245618817123162, 19.413819633440355, 16.966808785850713, 230.49099285645053, 487.56916552103286, 22.711540997230802, 6.8435548785021085, 11.197720264233089, 17.60538310646859, 11.355202444031663, 19.030378532960654, 18.93674223646606, 18.79944265525725, 12.069735783374696, 12.218535107953498, 14.678505469772887, 4.3372852250366645, 20.302420298799788, 15.752337080971301, 2.634216114964159, 15.584510415319176, 97.26912471168792, 19.619196726665546, 4.4350069045752205, 8.3686615540751, 44.567062954238615, 67.43002469491161, 3726.2634849187752, 16.592995843996032, 27.437991065261606, 32.737573885200554, 30.422214879142214, 16.067039355283793, 17.318069121139036, 12.19755399439136, 13.209720201681414, 10.250211140093548, 22.407532889915654, 7.999993098034317, 11.35307220764539, 15.154172498067132, 10.388757471157147, 15.495292016071842, 5.299712996604242, 15.368097005740225, 45.54503202536396, 13.651267366339892, 14.917837301133465, 31.695752339817663, 11.586194196977106, 131.89251467747934, 307.15244909358927, 428.69523813396887, 15.328567466855613, 13.431209770570538, 63.78989663145706, 16.477565395618647, 17.708645106074048, 21.046671999647998, 24.73897896248008, 9.82494014922218, 16.29150495499727, 12.704658391510238, 245.67624256847301, 162.07081786637988, 12.309684149561651, 11.0490926470216, 17.76951321855619, 11.584865608511356, 49.780423946210746, 14.715015352208471, 9.864081891648462, 21.932005430704407, 16.388564974226643, 187.34407330546145, 267.5506186733976, 12.420279321603825, 91.52715491789314, 22.133119499223127, 199.07944505290482, 31.39671134938869, 671.889081156127, 13.348725609517516, 21.231899549963227, 27.48540895795561, 27.34724615802029, 16.466979886963006, 4.754261964923091, 28937.847724943378, 2.974679126247968, 23.77994182922899, 9.299773509722897, 20.31726265219569, 9.732554098315207, 11.110441862637545, 11.910135286654995, 161.19442075686433, 469.8667516919885, 44.38806977955152, 9.0647256785331, 6.586938434805576, 22.10543711823601, 8.48797250734032, 375.1672773587616, 232.3405480996686, 12.549085873616415, 25.546269216753874, 14.193365701670025, 17.561888240860938, 213.89014663783425, 11.885152818211884, 11.25124980503746, 8.607563336773106, 13.270583247947956, 24.703434324099387, 10.44464155570799, 18.626952297889236, 5.807962347737907, 10.857349123055872, 12.083018865622847, 14.977616714487882, 13.76525206444315, 15.875348999904435, 26.85496611635145, 18.998800249330802, 12.22025324583166, null, 35.84325523380897, 1464.7409424731445, 8.253485996483445, 17.71147632370995, 15.098033299503633, 34.90166833052128, 10.083909151637382, 18.531867176630648, 7.07641987417074, 13.590046247124171, 4.544418150309199, 12.108572301631515, 18.779139196102168, 11.990281892705722, 21.04377467462287, 15.799821421253249, 16.30539171610609, 14.525710015147023, 12.824475821536305, 14.522038195073035, 29.03948595694081, 14.406016459513015, 42.40182687363857, 15.386082324594335, 10.442497570746767, 13.766259067791395, 11.180846366603522, 26.21785626763083, 18.431530767931786, null, 14.825330085012185, 12.901219429217797, 6.151690080964139, 14.253028203744693, 21.576006533970308, 17.530604511887493, 11.097985249296414, null, 345.03037457061833, 216.0940694872365, 10.578402473943783, 16.645557775488395, 21.45959369078856, 14.158616615561328, 19.534843678073468, 14.87986181997408, 40.1971161078932, 18.51291130396411, 29.852921104004484, 15.600859369352063, 43.36043192222028, 25.42715248041006, 7.751820772215883, null, 21.876176789295467, 15.682776618944352, 22.55144279662712, 12.50081219595438, 15.29965449895618, 4.490125140436104, 13972.823811292426, 291.37791936316535, 268.39454543984675, 12.867477257747554, 23.98243495258556, 3.6611383555518597, 14.42147659046774, 24.285362936686784, 12.595242968419893, 33.90461826686366, 20.114160407952024, 12.419967010136116, 15.575200067939456, 11.123290479640607, 11.40108703707422, 9.253735189898084, 8.328087953772439, 27.52871920100829, 14.27500225592132, 20.592919306167666, 29.504106366957174, 16.16439514348755, 5.425006492167385, 13.262485318814132, 190.60154540962708, 385.56594616028366, 17.94705670554496, 15.875834833794825, 16.505467954261196, 24.406593692316946, 7.127486704082849, 17.8752903139871, 10.603607636699342, 15.72848696236629, 27.6363627648216, 25.682126768799204, 50.648423504381654, 22.99910420453064, 16.172983287668345, 23.445016575127863, 12.58897227031293, 13.456706178739172, 13.615498820931869, 124.47408054141502, 13.532489060312152, 22.159417123413053, 525.3827121168556, 529.5523134291086, 58.8282979323946, 60.844720810135115, 11.444188534235408, 10.450601222696939, 7.674869008126382, 18.559706218256316, 11.388157628209212, 10.719707522814424, 14.171283702401908, 14.902159813586831, 12.741167994349349, 15.052390660445221, 5.516283297924977, 6.03513043497214, 16.83454728523321, 10.466113500480336, 16.3358007409849, 14.269857197157492, 44.520640796049825, 7.701122656668383, 21.817647901996995, 139.0305128416576, 32.163327474810714, 20.426684046645054, 15.43535313302691, 26.81764280157176, 15.141530763106804, 11.425402088162134, 52.091868575157356, 311.3918661520965, 564.2446075953587, 11.946733568777635, 57.83408672461694, 12.867931710541473, 23.607074398052262, 14.417448721035257, 36.72411965453798, 17.877988208073003, 13.042321648183597, 12.126679860257454, 140.48932218332715, 14.153233530332393, 9.879068542546417, 72.04368227665235, 12.799097253863671, 66.23095832476379, 21.183534138465085, 8.76209415133559, 54.66926659645125, 26.496143232187524, 7.245152554448307, 68.23885985684547, 14.719805167145855, 9.378972110155564, 11.372366430217486, 193.79108066448867, 166.51594269633006, 13.696795731996614, 14.208575121111345, 10.201689468753509, 316.6496744108073, 8.733221245158079, null, 14.933838080711643, 1202.0785647001849, 959.0474085008694, 27.057846083341797, 56.5215622892858, 29.584646184122448, 12.394329236640813, 17.316440367736146, 9.811555798507213, 61.921895371358396, 28.372436340424393, 19.493099643687263, 16.657199293004886, 1865.8781011392014, 211.30326717242244, 10.465093928554762, 19.874899640284642, 13.198266259331772, 456.4896911512727, 207.78426684774033, 17.425531813511622, 29.34447471214385, 3523.1469520755218, 16.19307206076336, 13.607110012147707, 8.831508190612258, 22.854949191089762, 193.00162472543641, 2041.7904606750399, 16.7280940573877, 15.939651968916007, 7.766746273295528, 11.258125786641742, 21.462896881690746, 14.52801155614596, 16.311943177149928, null, 22.524766247610987, 19.96886023860421, 15.187926012248347, 11.295869625557462, 14.072215441172569, 15.802926481890314, 11.619475141071813, 12.76355479189176, 20.60004374019193, 25.074394899981232, 18.917029430505398, 895.1309572823218, 6.235458670634983, 13.27534385890506, 164.88457284690972, 164.97357947128825, 13.307882838589965, 15.446573117091866, 17.942283112494138, 22.099224497916985, 74.28827689500638, 24.460515402343372, 16.980235272927196, 18.192511466270748, 13.368637865281672, 10.139509700583833, 7.381968458426626, 19.730220091811468, 10.892788198840961, 26.39504337367622, 12.171943287452088, 26.511106517333825, 3.3193437542351116, 16.14909962313168, 17.74423940234411, 126.63540039473877, 15.501973078238272, 10.68594739502689, 7.137387109779112, 30.79341911300929, 28.4077375292942, 9.482121361182491, 16.14285043893068, 20.21672299296533, 10.67310572111029, 22.57453069419651, 24.514254071235477, 91.62152547435528, 20.35100269178045, 1838.7829297221087, 4919.665925376187, 6.493102523321038, 22.978688230770942, 20.169983351848327, 24.97096557832039, 15.422471902604235, 33.588050797063076, 206.2955874621601, 159.82978200747155, 24.014306338420425, 41.4094396111682, 26.784669685737573, 20.896317403847398, 8.881239156500785, 18.720577708327717, 9.888511811814562, 16.382937331967824, 30.318751590053807, 10.707859698485512, 13.044531249205704, 11.625729486754205, 8.889912092487952, 20.530728639692065, 10.954634111379972, 32.98579330391124, 18.809264340614625, 11.237612294836529, 29.48247025396364, 55.616346267194956, 19.836954139386517, 14.333948230885966, 30.111430305640923, 23.338778739537247, 15.138020428786074, 4.362531390802484, 18.170398537185136, 19.849970617792227, 13.922704397018652, 15.006230057297671, 21.70955339831417, 12.993595273836027, 13.805753391850518, 14.552597838426127, 17.076295674383413, 18.177768293706524, 13.491707430162153, 12.274504580111785, 20.938301641312197, 12.244258912746513, 10.89242325805193, 12.309104454387093, 21.61630333731565, 17.275811287791587, 14.913509197461726, 24.22848208644877, 8.735603510808952, 24.52742502267697, 14.419885351696903, 8.4674524947533, 10.52765152191328, 293.9261349318793, 28.44191142479172, 20.007573047907773, 8.826601740303493, 31.75578000445736, 12.19428664006098, 21.330558952052506, 17.900413372183827, 23.290715775990094, 9.33302395375824, 14.460016938179546, 13.831944469757907, 9.498625817234382, 21.872387394290207, 32.18983118405261, 8.654961221463013, 24.08657788753005, 19.993906797688727, 13.551356465349453, 11.47284624334249, 14.47949602180028, 7.542024293693021, 7.736023303818446, 54.81655473859782, 20.370818702285217, 16.193373784193774, 16.142488461960045, 1967.4808980140194, 5.899293113165225, 590.2180592460081, 14.752785430492663, 26.35496039157497, 35.67906192554504, 10.442386445157496, 5.983766952097995, 20.164796890972713, 170.70656240734664, 230.5329796606829, 8.951317035829986, 15.15579252672658, 21.06865602494877, 45.48060533707798, 11.759505767082345, 18.957991061618085, 11.275816101253822, 12.567134083227415, 15.442457734146672, 19.027519351747767, 14.050113159101025, 28.59293164818019, 18.22024233353115, 8.520837950716622, 17.31089357875782, 16.39767511213169, 27.42956730738479, 11.019521250831156, 15.06098237608204, 37.558098201548226, 24.520557948618126, 14.644708566817926, 8.409274627278132, 11.004436430265653, 15.268224397331693, 18.06479022080149, 141.55903625166098, 14.716537872649347, 15.524419564884045, 12.636555925909246, 400.30163830718703, 290.75161150834737, 168.7055452854941, 9.945706578370872, 13.211342689561192, 19.026532615315517, null, 15.987896232672293, 19.63884150261067, 17.128400174725776, 15.683730138007645, 37.77080690288824, 12.438980208367019, 53.349832602875864, 17.176741681323907, 19.10553568870708, 24.09339064999086, 3.5731712856978897, 13.76028719494207, 9.871699186494762, 20.925120657189233, 4.593553511469505, 23.614583929047054, 172.31680371793374, 4869.562207689436, 34.35246290115283, 77.75356741666789, 15.934152553494554, 13.494908285620403, 13.422718859633786, 15.080667664185937, 13.669016371098492, 14.023862726949108, 29.55145445007926, 12.441122930924074, 10.216453112242768, 1378.5683013013543, 18.785334793434167, 7.732084717432352, 26.199287620643272, 38.34514205020061, 18.013107206692997, 15.286908526899445, 10.731881674840453, 15.793786694091194, 10.594842246846753, 18.059727669666753, 190.24670361169427, 311.2731830992622, 541.1082912587392, 26.70530663312271, 28.214619166194204, 16.55134402554972, 10.737921404811829, 7.899392464624723, 11.70956388165831, 15.043222789001398, 18.654160969187526, 11.615840011817212, 26.73048988633893, 1351.7164789453675, 5.631983698579961, 11.144309166998449, 13.788697578617967, 19.920024469195475, 23.752609812021557, 203.23496767798514, 15.92328809990012, null, 23.16278388676263, 18.785387637599932, 19.584582037851984, 11.861382382223606, 12.339067308711893, 14.925699483452592, 7.841401866829318, 3.519013706621157, 3472.974392659509, 9.405235464187996, 13.974643087067339, 187.10057993329383, 197.9445996171303, 22.018981180122122, 69.51336253624484, 17.28810468655808, 6.602018109712152, 20.719426715550963, 105.02479187217872, 50.99629306207077, 11.745516445314474, 13.080806242978994, 14.012410585195726, 14.52008133105759, 25.657535830102262, 4.101502300093882, 13.402968313572734, 63.35949859530905, 12.54395001256684, 19.889005292570214, 9.072141700484794, 4.5517496361502685, 11.003325812705873, 13.097710525437922, 20.653449009204763, 9.970192215767213, 35.352475103887315, 67.67130916570068, 24.65295341514189, 13.534424764093652, 9.149324656671293, 7.018855262587983, 68.02956662555452, 16.97833518946279, 9.9144967464184, 13.241563320170965, 13.129179063486346, 23.823108668262968, 15.839285062953243, 10.39611510915986, 28.89287332140872, 13.22348476977592, 14.401650870518734, 12.316349655751688, 24.236751057972498, 4.263179574500547, 10.898580318310133, 18.412755321057904, 17.64292018892663, 102.13357406722156, null, 11.604836818219173, 17.211891849017178, 12.675996461122761, 13.057440564119995, 15.04291074151249, 12.1444680417573, 6.475242669728013, 16.85061257660275, 19.783099219396007, 13.020799709597016, 15.886382633189726, 16.789821761213652, 19.298725492612526, 5.317866572431852, 12.858179193431981, 16.869393378782725, 20.391763986833837, 17.721462873663175, 20.31729962070352, 14.538360539651489, 27.907105487542978, 10.571391232450047, 20.140344619641976, 15.236551122468793, 13.074645251983386, 25.646359566707996, 13.034278423919542, 14.734405721967384, 16.5890926637285, 12.931498266936295, 25.720592909893643, 23.71947960689127, 26.464519685656608, 13.954706892910911, 10.227445439425798, 10.23256804919579, null, 6069.864566497954, 11.350831568954112, 17.749622718160865, 16.412981568639342, 12.410821372934587, 13.141765764381207, 13.26033513089577, 18.580656878868176, 28.5473931060913, 11.939642932215323, 959.8587867071633, 17.54788898302793, 12.849967337164323, 26.009571345685217, 186.83485618114642, 17.158248501566682, 5.919842917865051, 13.867837125014296, 69.81325793853594, 12.850588284020011, 16.808723056823357, 18.029100335711718, 20.142725560264466, 18.144161004808193, 877.6301356180992, 22.442683948422733, 19.117289501060906, 8.291698419169384, 19.76006596336948, 21.629960600474206, 19.09473447278281, 25.854137786994094, 28.807436180173422, 12.905701319300876, 12.160289503643329, 22.32679264337276, 15.638942541605171, 8.081862052480563, 21.570023734249435, 16.487914127793985, 15.978378967199859, 6.404357411054527, 25.410961624005125, 12.625939629200175, 133.56565810154342, 16.38595174920335, 12.080182143957606, 12.32142421588635, 17.56525117754344, 19.727738471174995, 461.2526486698874, 51.90921465130759, 110.77008298387359, 18.145306069345718, 20.844604772682537, 24.67485727465855, 74.1174403162848, 14.761010779295034, 14.89660638191275, 11.173397979727296, 11.297676990188318, 9.352646844777523, 6.4456326139446425, 391.52324773601794, 13.168834931406419, 13.688831822268133, null, 27.953019159294623, 16.285074765916715, 13.881765933627026, 10.30323145993993, 18.85324283619597, 7.746533709988323, 16.07646813609962, 17.3261216568483, 23.08664852247313, 10.060469024712594, 12.547052742232571, 20.397118456389002, 12.245322049264539, 16.247150887663015, 10.69868465151214, 14.492621791531553, 31.921676502229662, 223.43472509318642, 166.04707436432454, 19.969808750641803, 14.942324795103133, 9.997350417943377, 11.472461591455849, 18.20282514504461, 297.80739362519563, 277.9783280356595, 14.942913831675648, 10.58516350567183, 246.83518398666752, 893.2041115950792, 62.996060043016, 20.047331891943784, 16.713834662889614, 24.6570681128733, 28.736175480004768, 20.002404155422052, 14.668581380586984, 201.13151921148327, 174.04571263542752, 15.653757871387795, 2.967252140054544, 17.87400762155734, 583.9168389616809, 19.544857594674976, 13.646796962727125, 13.212011133057704, 17.121523008869985, 5.386806184605508, 14.708116283288474, 12.80143731331424, 15.881083385038039, 8.608717268673159, 10.733024781728162, 12.245517626025816, 16.619534673194213, 45.934937932406136, 19.003264171213086, 87.83773516947862, 25.976010187184496, 27.1914796310262, 10.718759704226873, 10.339037656400711, 14.525695866998337, 18.081699089246968, 1827.4683715168385, 267.40301300966223, 21.026941962877906, 10.742120987809336, 75.78103566429516, 11.098195313004394, 15.927347629152385, 43.74429329792348, 76.68046675405299, 158.5383278577515, 11.955471244587654, 17.80489032446282, 16.849739506738473, 11.954041942389658, 11.488385284831814, 34.94341797275439, 25.74257388372799, 19.210091073065804, 17.275922675303402, 12.319695424052755, 24.350755666092624, 11.401070822418664, 764.8418551901918, 309.3395889816722, 305.5079506064784, 1865.0660510507826, 25.093588243316287, 9.879987947296984, 18.26517781437301, 14.32688502173332, 20.536063102287216, 6.854493638858843, 16.61145045977699, 13.846294036567194, 19.66387515988517, 14.433667983546787, 15.888482838490633, 12.0900866890893, 35.646326918849404, 25.988469603665422, 16.04050826087715, 29.50140401361674, 29.96550632376265, 22.853187063639744, 14.889932527347211, 17.53495265964493, 1.5753456070891343, 15.018628946009176, 18.902089046815632, 47.526025786006315, 350.140398125111, 421.81607493049376, 7.400059203866925, 13.103425422651831, 14.018462506102704, 31.56835469369986, 4269.094353735753, 233.7158358198379, 6.397444032702444, 13.543858370429568, 8.708978779837071, 21.05908436220022, 173.7764269471719, 14.645899243071566, 19.786616617391342, 8.90287400991699, 11.653550151168533, 28.921295396224767, 42.55524318784805, 6.4937480102585665, 70.97011506624169, 13.416152739995134, 7.125296090782879, 17.20856832532231, 996.6926097946316, 1314.7054516440546, 13.145203196145765, 11.076699186516604, 26.200804537287326, 13.347904178155416, 675.5255974965049, 189.81338616491684, 1601.3489414435546, 13.614541417943034, 23.22720945607625, 16.660745560863518, 36.34665700275981, 4.038507624471865, 9.72201933294474, 16.892817870367214, 16.73751165224063, 20.090963312384005, 33.680776059745604, 5.710145230409317, 11.590015862592127, 17.451204030939007, 18.16349225486604, 12.355071819438512, 14.484310383656522, 20.324743159710483, 12.402090333754902, 10.960650291281329, 20.447521159325508, 26.454683101156125, 17.336862810342325, 18.15975870223945, 14.460245510813694, 4.7616427379949124, 17.4602273035615, 6.295582800770888, 14.553216889854241, 7.799630738065375, 1273.9081962971961, 247.93219376809196, 13.562691697599153, 328.79316646898985, 1361.2836433267191, 27.119278161975412, null, 14.09790444289736, 9.556019766571673, 10.704970127059164, 9.225649372499896, 664.85780607935, 171.11071439019128, 21.183057974109378, 30.78037787846135, 14.964636224714726, 11.530281535144232, 12.453391049449186, 20.356549465961425, 10.129337190867957, 7.665577702665624, 57.28153908330386, 24.045057985554497, 5.668144248310084, 25.019928195797444, 5.368610627851749, 16.75971085166508, 1339.204143388579, 15.097893315504374, 7.530712374154946, 18.941901990395955, 6.8739259205465535, 425.7555371148186, 248.58042862084858, 16.864810687825543, 12.987105641094495, 17.599119187298797, 34.253144896691644, 17.682599432614673, 3046.6586293122778, 11.183693011827742, 19.007545489906125, 19.15859531002458, 10.51538112243162, 469.21393751484965, 15.534758220615414, 21.298311027190515, 9.470493327960488, 302.4591394826352, 160.3831428269759, 10.762952975842426, 17.930348589815427, 18.107220542078057, 16.09490944990522, 14.52127564909189, 9.430004940384453, 5.620438930068013, 16.918395014802037, 19.181876271898147, 21.57899614535101, 14.412787652538116, 12.999002320039013, 6.7913549989381865, 17.604826388924966, 37.695033213215844, 17.975565830797102, 30.30065448248552, 8.974836571900008, 12.636499236528593, 9.51445150045424, 17.183546943405815, 18.391818907004534, 14.311103990102199, 41.46299111539668, 12.161346895521035, 7.6427623638121425, 15.017559163786506, 8.128256812314698, 11.967339327912581, 13.617048920750381, 8.448295790734234, 10.362786793259255, 21.36198504859, 16.300599991898874, 14.443074118773954, 16.576728265960902, null, 101.2687728058502, 17.669326909054075, 17.71363032444624, 22.127103546518136, 9.97753694169529, 22.29195346201437, 156.30950016094812, 253.81544700816949, 16.3570382906246, 14.612696331645994, 13.87000324156126, 16.615338415023633, 18.242349979617817, 26.351113598930024, 20.678165513370274, 7.598858472307095, 11.172528130142435, 15.78549746931777, 8.929837594303043, 16.433633802625483, 14.162385785263126, 24.66789043129391, 16.67263866444819, 82.4412589217483, 16.598807020707536, 16.772923261235512, 13.715396280494193, 14.739639538170307, 10.178621201891497, 230.216660206551, 325.6020943111506, 10.123907922226318, 16.05410573877365, 12.510024634435892, 15.675118554906335, 23.61767803622937, 11.133617306458476, 13.262857590829384, 19.138955282832736, 446.1372390583405, 246.508957899054, 22.655763316981684, 13.788302119249932, 736.527399542688, 15.261495319309725, 14.554033365856215, 7.991292579520291, null, 7.9273240349066505, 18.03107716281777, 9.100136657982569, 11.720893595697582, 22.746471426276198, 13.33425416011959, 57.12762908202068, 11.651336208879908, 13.55055503691251, 13.74260357916885, 22.046813055397855, 9.708458294388462, 18.113986847919477, 15.955084128327725, 82.27302480588503, 10.228287323674817, 24.09775224824566, 15.304623003141675, 16.186873876471168, 14.024279790124966, 78.69360787856156, 12.90129649051776, 18.478338868281142, 20.56929597457887, 12.87241374019261, 12.875310880013242, 53.00452087265622, 36.049920398079145, 17.003705335758657, 38.541756614032415, 6.9210493863474944, 9.016999596948622, 67.36986339636378, 29.936312108563353, 20.8731803638577, 74.68258794030123, 29.6436863550735, 6.4581928076000725, 16.386029737906078, 11.769349764290554, 512.1439243192755, 164.87960614722812, 10.32626024820256, 6.9572110971681065, 17.260091755161447, 17.203215090921148, 30.86867749884077, 13.979928130472095, 5.716349298570355, 9.122625169577343, 15.835028390056117, 16.358166005328894, 7.509133351516282, 12.555324631137044, 17.376979247029546, 12.039179224574045, 15.053084108142256, 3.1673609482342053, 15.193961889183868, 20.871266332990018, 12.610160428063931, 82.6023545802484, 10.48651423325215, 7.587468597366263, 20.42171817871764, 12.867256919489716, 20.726698520031192, 12.247248357875884, 22.97111153651001, 16.457228753555235, 26.550233707238583, 13.99181375127741, 18.74015533815068, 11.308707175877114, 71.84387361256933, 19.492699010924667, 8.219653625456129, 18.828283823749466, 12.06921444751626, 17.786623056994678, 190.33146876015655, 44.9642520574445, 16.17163084245118, 15.939584921766295, 25.757261528345214, 23.18510561987864, 11.35013552648942, 32.49369684163672, 27.31741534013412, 11.206980869519768, 302.63091891227697, 749.8660689190336, 15.91418762950233, 351.8365035276888, 10.499657393566569, 18.400544571332034, 11.215076544866958, 13.223738567803496, 24.567411156392122, 24.211200711127567, 10.096382628298377, 16.52205887763993, 411.5842416275712, 7.567285245047024, 8.738779184546171, 10.40769719316392, 65.82494440638183, 6.880796234748787, 15.443409734208393, 7.392894644391712, 2.7616770315103407, 23.67094619989874, 19.689338749018525, null, 13.17794660858307, 12.448414366300314, 25.16682257644584, 916.9138887237236, 11.574389182184149, 16.56168762939422, 13.7008277169391, 19.441460167917395, 19.34726636568919, 17.964987715151942, 6.369440575167617, 13.205952096368591, null, 1167.5307256862154, 163.1386770833887, 12.829607697524994, 79.74197630512272, 18.519530700799944, 3038.211416739996, 9.877085294992767, 13.949972219611425, 5.097590327083911, 16.255528270510887, 25.587110988805126, 21.623545665935136, 15.957413229858213, 394.39932806704337, 22.998210724489713, 13.791959185833994, 23.232300626186053, 9.487917522966278, 19.756391436017207, 23.669133176921264, 21.65381710808702, 16.05174698519783, 74.63868070938699, 9.624139687859586, 61.297013423365634, 14.764418555397295, 206.86975580399016, 167.2433714074074, 13.316061424383804, 21.05987908301491, 9.461425239488436, 18.199713787316565, 17.66935899574405, 10.351019635667877, 18.4800424382226, 15.330151224848313, 16.162321514821308, 16.13244827202999, 10.778355868895128, 16.136471515739444, 14.724481993820053, 20.12836546593332, 21.1127596378791, 12.967203990197186, 26.345608091009396, 3.4059137779778847, 9.775610739236104, 23.607042972190968, 9.411671437762338, 18.159272479058696, 9.616799094527227, 14.616599341185347, 17.642008219484197, 20.669246444075764, 13.004266592237206, 9.644957097321443, 328.8882901047372, 242.46632912363842, 10.213650768730245, 15.346932559954572, 10.379439551715985, 17.216460317368526, 29.26939577097588, 19.306342445791707, 13.961273486743305, 13.832907013951369, 93.13630236213558, 16.340238167018942, 15.383546276651115, 18.02020840188796, 18.78531961133965, 17.97739110720933, 45016.292302924485, 23.98128219993157, 22.63028937691553, 377.3185610685682, 173.93741884837155, 3.4599600628401035, 19.97231253285793, 219.1747979138084, 216.67401075731618, 381.1913698769575, 14.284878664025051, 326.2717497954381, 13.380765179902607, 21.251094054279548, 7.242390897849349, 23.68332123866261, 20.120171554697922, 17.764046533801142, 32.77559514600517, 12.875515132343585, 18.807324319461426, 177.5145363567235, 14.012259437648456, 1307.7092962804445, 51.093030006366675, 11.357151771885881, 38.9843120000842, 54.91464045067907, 17.782190041520423, 19.241352014162104, 14.116393764806867, 8.01069531080182, 10.237260042639035, 60.00624054974968, 15.09898739613374, 11.7844003829, 11.071432224695801, 162.89709979590523, 13220.651960464664, 10.872840651928083, 45.77459313668903, 17.41329996746231, 31.14677398262099, 17.321951946833092, 15.219925508802588, 5.101214345412249, 15.411114440365225, 30.998610032666765, 17.62750393368632, 53.60077410420293, 15.343047208438707, 13.288822174890894, 11.277381892714455, 12.567592871306536, 20.178663463161868, 6.774478748141124, 12.48479034830204, 20.118178401734234, 21.334646115928205, 12.128661334898212, 59.579212084747525, 23.19714118797814, 13.490927058228664, 40.100769980852434, 16.579269437497956, 33.08555458469772, 16.385471290552694, 29.599600847671123, 14.015324027755527, 172.40696986018634, 430.9168815414005, 28.60162306362415, 13.608110656109078, 11.176734469634102, 15.858734978765614, 7.401428467346637, 15.724271447594464, 58.32133490622554, 18.36927831036651, 9.889882571226869, 7.0558258646881615, 15.5111406367732, 8.705606053560741, 17.655975044173307, 12.84130619919636, 11.735112148673826, 17.317448484071384, 10.82111925265417, 24.12606010878137, 16.076574580941642, 11.678045148785243, 14.928525052404408, 17.197844694470508, 11.778730202500391, 14.255304145214176, 12.481179314132413, 18.721960054119986, 3.3236300130931222, 12.556769600074071, 12.168125366072061, 20.27374234666751, 29.581689576343145, 2.5714529283130103, 12.544953126304627, 7.14891829773836, 3.6381261243538527, 28.559362153990413, 17.592519949458875, 15.862703457369944, 12.45444090305809, 14.242748395872926, 86.09272053785428, 2071.5972525047273, 32.817304492871386, 8.737599242705793, 11.28101407800925, 5.88449206702312, 83.54990586441511, 10.569114984210538, 16.708714806649425, 20.942544431774767, 11.002710560830247, 6.879338237011937, 16.92799934553634, 17.264156400800516, 22.60593977658269, 9.872885044808095, 11.549110684378741, 30.10826404806707, 11.423005259821325, 7.252263515561343, 18.73704893566413, 16.179140076693564, 50.806396177893646, 276.78750718288046, 259.60194423241177, 20.060416202944285, 6.729775964948317, 13.770103990518987, 17.85106507949054, 30.085737845472888, 19.173775564888395, 18.473709387611283, 8.44558309201527, 13.514365011268598, 20.05579948659488, 21.833387041747894, 15.86133032735151, 1277.5149797987904, 127.46052296134249, 20.40032588160768, 19.765792410653297, 17.931563824020067, 15.096613252076876, 28.72246241822997, 49.83340918685051, 25.327917456456767, 779.900808521891, 9.910807735486081, 52.829637990547035, 17.293701006295677, 14.141408296378401, 12.118850951889273, 11.45706828980774, 9.506831192326436, 12.959699916601751, 25.022144495964113, 9.758662486891618, 8.976677511015943, 13.811616245754573, 10.375455768672117, null, 18.47665552278437, 7.355712777997183, 11.392234850828268, 15.50467221838546, 24.098887567210994, 18.051694901797735, 14.311188172058964, 32.12539102598737, 17.98291745815988, 9.533975287147753, 14.9889617804739, 16.40152191448725, 19.661660591641, 27.643561343476552, 17.432603307512323, 13.516030119969844, 11.552535342770664, 10.281968853357148, 39.70106901655713, 18.756003463232503, 62056.90079669423, 200.418571449965, 13.010495487559895, 13.433320641503744, 13.294210567444859, 19.47033806278438, 39.30702938074563, 19.340186585445387, 40.80076843070545, 12.867464248776699, 447.3080419400572, 12.589289941896519, 12.050295595295653, 18.709092132151497, 27.38855406618395, 31.90001070661509, 20.224244314325254, 11.851707085839706, 383.3393529916168, 15.191312379058775, 13.753854072302346, 16.146813877438518, 18.019468115730685, 19.20705350077105, 14.804903079790027, 9.293293328845486, 19.16777170826254, 11.583664620172387, 59.231852626482194, 26.181488612338015, 17.39537651949143, 416.406678605416, 202.0525147477341, 14.339146921550565, 83.18001944288142, 32.45923866679689, 79.07292761765079, 12.877954089454025, 11.492457279062162, 19.3091598159898, 15.650402311939812, 21.210795201830486, 17.3947856626212, 11.3070357167336, 14.834988268621723, 28.185351339350568, 569.5229057711065, 21.857355803980518, 10.24256766269926, 17.849132031310653, 12.759595405797873, null, 29.632613311849948, 17.447765148262565, 14.297653217896093, 26.730094523992356, 26.695653228974198, 41.94638804873639, 35.08234895714762, 9.71269496201546, 16.43427358166927, 17.531777461616198, 18.15124279047628, 21.584451885918128, 17.258964482311352, 17.068332362354045, 11.074709085773465, 14.374654800356414, 17.87056265895372, 26.103812962236198, 15.004489954490225, 14.489989317826721, 18.37516868020757, 17.282348118587784, 10.694351736497772, 330.1647119540345, 13.206737588330727, 12.293095768835958, 11.746254801730563, 206.9194603194387, 587.0550841346463, 10.209719619968423, 1488.940180521444, 13.302971569264278, 29.966639174034, 8.494321843759495, 15.385570003225741, 15.049798952009098, 70.21161451089452, 11.695742195966105, 5.93171683533784, 9.891630582151999, 14.476593428144147, 357.4793621352861, 224.9187037349209, 20.54689852417882, 32.96966266527966, 23.65681947232069, 22.98336155724413, 8.551252595089853, 1169.7323803122028, 157.08226477471982, 5.902736962322867, 9.376799388447626, 20.903290782387977, 32493.60515773596, 13.158788468934226, 16.827083291933405, 581.4603855002179, 38.903765714332344, 13.369689683971586, 485.6711441204478, 172.63211170534558, 186.7696741663237, 14.478516194672153, 5.19664900261638, 13.402017678270733, 11.240954316880233, 42.11729388368565, 66343.30028180378, 15.932212193116774, 16.766543365264464, 32.576233863195874, 12.9285785895581, 13.986528430284023, 14.56332382932863, 20.123806904073955, 12.264870190672884, 3.954262883126229, 19.661662755343553, 7.36497912057186, 12.80601146301406, 36.39802759057878, 20.403361056449768, null, 2206.7683649809064, 18.633113624315328, 11.331247821925393, 54.78913039697341, 11.66977717633474, 15.871456578238256, 16.11085589224004, 9.468113977424068, 14.024142162085493, 9.41555663460628, 24.561186000789483, 5.060494796402102, 7.654153986240939, 17.62391728216647, 129.743334486979, 23.354103346027852, 33.69268190914269, 12.33205347555228, 13.9683826595936, 15.795620537137244, 4.599366857488273, 12.294060957571842, 32.460783504816014, 177.04536479781424, 12.327221819801386, 18.23685110827671, 13.07148896138129, 13.089750905355006, 26.518800039120002, 35.48003062053896, 29.94566800451744, 17.066183113050926, 43.0883098497766, 22.673306730005198, 13.728428773601596, 28.773530119797893, 12.571818760535848, 10.153521811211476, 31.399850079701643, 10.310341153509262, 19.654409682574748, 15.76663437206552, 22.12560295399641, 14.171759056382475, 29.076369886194463, 15.165998273111295, 10.48414944785844, 20.2791903366284, 18.652087349012056, 5.050282948838251, 8.56582001514756, 29.019807563509012, 587.4318167351342, 10.300549181565923, 15.678632878260007, 2747.6433655428673, 170.58150133091456, 416.658703104673, 118.22130168610836, 184.70957988704941, 13.676723122275856, 134.6831952873762, 12.039988028563346, 47.230500213078706, 13.813930425210097, 5.30468048845928, 18.113602711191493, 15.753772143683795, 374.24162059403915, 10.71773035486367, 9.95686767162166, 10.433465711673914, 16.56801221768522, 29.71531152392349, 14.297009626266028, 20.400749222170575, 12.764238163819124, 15.553584907497902, 65.42339093450127, null, 13.319702931302068, 20.78309400358523, 31.132426376054273, 20.074292308559233, 14.086710657789945, 6.8679470707278165, 253.8510603712153, 66.07522515048025, 20.34323630814296, 8.483501439759149, 17.21891613926414, 220.3628388864019, 10811.77165348904, 4.319589530144814, 13.896309035671035, 15.969234511027073, 14.085979488952846, 9.336802644452233, 45.921403241103974, 29.789514773390888, 6.807867986533354, 7.023845099927981, 23.438835783519288, 12.862567647090357, 4.8652531715291865, 52.677530517765206, 19.54629410134413, 12.789500579333971, 697.9091720197612, 74.74572210133582, 15.00858634543301, 6.8476078095095625, 13.187966014400992, 7.851092743870353, 14.021849026429033, 50.729952424181135, 15.891293330703672, 34.96246254788371, 13.872314335726918, 15.938408089589194, 15.451241779805931, 16.44768068958236, 10.427256211214948, 15.562096176478136, 22.618613221108237, 18.754688197102173, 19.61724899763916, 25.742375527952472, 13.233946456863304, 10.58277313927914, 11.632615913281837, 28.32375673154633, 22.244373740059995, 181.02125636455486, 52587.25018028769, 19.41547442282281, 10.969545878569972, 13.495360170782114, 10.542932468064263, 15.939609881473016, 11.372346608834253, 45.08218521726729, 21.883937868495877, 13.106021689368124, 20.634064629060923, 13.829752671076456, 12.316682928834215, 13.6790584240321, 15.292115498791402, 31.712938367234607, 14.247486162517244, 45.1878528526236, 18.72336586554373, 20.38556143091158, 7.042603103467402, 17.371105482595105, 30.26939408012463, 14.675791768256135, 12.570690468587197, 16744.36412868454, 237.00883616569766, 13.868360371219824, 7.537447698700018, 14.423008805124908, 13.849467575744214, 8.856029333903212, 213.83587126160404, 17.50517431646603, 46.080788148985846, 10.753179637515002, 12.974059998868231, 25.579006481279674, 12.672409796229855, 8.132875965090548, 39.02393148734025, 40.319269039081995, 12.513940115789516, 11305.844484255798, 9.40276274328161, 5.82864022429134, 17.063944783539288, 37.573293497799725, 14.631028633965306, 18.372933295230165, 15.034394042498505, 8.736853207301536, 27.794020465066325, 17.90250885319105, 24.269140818673268, 9.19707655127918, 14.718339663305793, 31.712227925720292, 10.612834355682784, 11.952111823916196, null, 7.652410368123285, 15.592582511886725, 20.305109433882148, 18.05947740746073, 9.91042877681485, 139.93766104743582, 21.64632289843934, 14.557857240888586, 15.475093448031425, 11.30540392979925, 7.82056771216564, 33.337300586307805, 16.51213960668359, 19.025473510620632, 12.747183631081894, 17.11951345173123, 12.738987394466974, 11.577037055580414, 14.262421550821626, 13.860373204240654, 6.222815466677277, 12.910274874093682, 13.265262551690554, 11.069603650512803, 13.693952465463171, 33.362442657465465, 21.466083073347324, 11.022582795148303, 198.92372137196327, 280.5519749294266, 18.434910722214013, 11.717004948265927, 15.75716933164952, 15.930728466763586, 18.602394938337294, 67.61550710281715, 11.286420579824824, 64.81916734464292, 19.257621088570325, 13.588192169845927, 109.49977579211914, 13.888659099119158, 8.852989344732332, 125.74135627125806, 62.69672380214965, 21.112854623735547, 1221.653480360264, 7.383546032300139, 20.103672626266018, null, 17.208397770015132, 13.688377033475552, 15.960872423712402, 20.888254821625022, 11.44923047833016, 14.437694399455388, 13.478756110751029, 120.20173005267452, 25.385828271080502, 58.47463268944683, null, 25.39441742760469, 67.89406906776915, 21.922226696064005, 15.610912010687962, 18.696819453382908, 18.148558142694853, 544.834060990231, 189.76655779596456, 8.956551477951908, 16.76369854804206, 7.981487500344907, 11.785474331441913, 57.860952421109324, 9.435288330055776, 215.49401869395672, 21.256660694788035, 68.80887234353231, 10.558672285189962, 10.158591458766828, 27.802482489160226, 18.842670487563844, 15.647222423391359, 12.94978347642237, 17.458055141482628, 3155.331190360364, 174.36687659188408, 19.671569395007964, 13.687032908016914, 22.81708529750424, 15.424701601797269, 13.128139845612338, 9.958169673076364, 16.363915056733394, 16.442535219051052, null, 16.96547087234692, 6.819599813918911, 12.40839792114409, 18.5121193505991, 44.9985609948251, 15.64458992076749, 16.02622072167284, 22.068007863221716, 157.14043806267895, 169.12101037164385, 11376.87127151749, 180.42976656017524, 19.489738307503988, 26.702113156000447, 22.03681937978345, 21.55971721889686, 23.443073220163694, 13.402044731558364, 13.931661940651114, 8.871592449018534, 647.7207678080346, 158.02806468710682, null, 74.42031493790634, 31.782427432184598, 25.024554637062717, 14.358469109784831, 163.06152260325726, 352.9069200886271, null, 15.442137651073244, 12.863744981577193, 19.225629253405927, 12.070993140331636, 16.668840397704447, 12.945774294172622, 25.514240375988287, 12.994695478754489, 12.93078165474539, 10.315915929877562, 12.579760188545473, 11.520511300355036, 177.37391623110798, 163.370074864686, 311.96470517334467, 18.473289049106054, 10.837971714545288, 14.034498816628986, 74.59856996855272, 18.560607722203414, 27.625973352230577, 9.446066941871742, 15.085808560804205, 13.977113504513333, 16.650490190970483, 18.50454133743085, 12.037412757227594, 15.59531014716867, 5.484648235405248, 14.893419359415855, 13.500642855956762, 58.422307586026925, 207.3242427956823, 169.5000518126393, 13.587444832827243, 16.521281975125838, 14.473625145502119, 13.125136033192648, null, 11.797580223554704, 24.513183521612767, 21.12996316313047, 15.878359781217434, 17.09270373667161, 10.948377261413352, 48.39094475341154, 7.563351774275932, 13.41160935232702, 4.200913641869342, 6.763510212923743, 60539.36668809969, 2834.9944704606482, 16.046035735284622, 23.52293194508138, 14.473464250237464, 19.10923162623986, 83.57909200676097, 15.582013679749409, 34.021802495807535, 18.743421943947574, 15.330259129134875, 15.978897047565878, 10.409244037110085, 26.21240224771546, 16.00283502494182, 11.969048422203894, 15.757008713573391, 15.139677088953915, 12.554667653135967, 12.62311110731996, 11.88407124103321, 7.2588211308719, 13.321641235099024, 30.488859713311683, 24.869942231307736, 16.465213846448172, 9.180626270846727, 14.961818099342674, 21.024085454473397, 16.6333538706449, 12.904286598084257, 15.442249734464346, 16.984283575026698, 13.813272586763306, 7.724143665298808, 12.185924081535473, 21.009793442413734, 15.552217601017555, 48.427811490228365, 16.44699487352955, 37.89973728345765, 2584.665046111599, 40.74224084187135, 24.23724318746329, 86.78039100740494, 8.800028886788905, 17.854965318978806, 17.720339378492163, 18.74803897801697, 20.623822975736953, 8.876430133602552, 5.5089986945841884, 14.170865803625992, 9.184660699985722, 9253.699505646828, 22.10136471776111, 19.14040793908586, 14.17449096270906, 15.420275799928923, 12.072848213683256, 20.01049589868839, 10.368928258783448, 12.762129090613149, 14.966955197497258, 20.198171585888147, 14.49277529076308, 14.096735599137569, null, 74.951408677939, 16.5008338039215, 0.6349792619918037, 9.486275078076774, 12.074333033523713, 17.314993696096206, 342.2776970148677, 1.92124369586914, 599.9484214604805, 183.05381625844336, 8.363935322609654, 35.18510015201654, 23.79047669885105, 29.667028960887162, 15.146862829113653, 7.0824372689183255, 13.3381582712722, 12.6860360213262, 14.463701525640856, 3.6666748273227023, 388.2590098609273, 31.692538900245275, 11.430327305239661, 16.864112725125008, 15.060298536447025, 16.92070163258614, 17.327678741333596, 115.2992222498248, 18.62909585653386, 15.246984108676305, 46.50417431225545, 11.854240842033091, 11.270082232699787, 10.524095176392127, 16.453746709012798, 17.52662687904554, 17.426864617844387, 9.779931376674352, 13.170557919418256, 12.562428266697, 7.449823669661297, 9.571636739193574, 5.668177453924228, 11.25225423630328, 17.338295408258393, 14.228095132225986, 17.61211143798765, 16.414637568560607, 83.6050099675546, 48.79069094363621, 22.545582153625976, 12.984527450235955, 62.48105126114646, 9.714274174135873, 13.019996929925338, 24.08638234055437, 10.542690774502416, 20.443249986844734, 19.839378632345202, 13.195145263841045, 17.08194078468276, 41.10135570609753, 26.80636783908911, 15.214043526073814, 18.022546794593342, 9.883072730897178, 9.02978712686893, 12.039682945053304, 16.924654156653776, 14.87993412826984, 1439.6466654043222, 18.040958386347565, 26.93311157284202, 664.0881162517575, 20.64583051030369, 3.851803571671004, 13.303767961749154, 13.650059849064679, 15.088165719775196, 17.309386130064947, 14.66734038906025, 14.30514922692992, 11.902993901012858, 16.057333513897213, 19.13326794539015, 24.027708286960696, 9.64222466386018, 17.746401392190712, 31.22394260971213, null, 9.348085912927369, 17.099112881227608, 166.31437012642562, 182.38835863001557, 11.015284917218537, 22.566744021454554, 4568.758497421845, 21.071167598066666, 13.864564069640796, 13.303285467947426, 10.709675510637666, 28.582566353677546, 20.104545476617275, 7.973934286889403, 162.79260977520568, 199.92830131550645, 14.912483774390495, 14.628957966392514, 15.665433788192194, 57.56845461087956, 21.081130685216824, 17.487841656523276, 28.422283247039037, 9.647252782044115, 14.650865359313896, 19.592003583985203, 16.06981684511717, 10.448371077457113, 12.951742590589856, 195.9156629127229, 14.597617320734331, 22.34878857233531, 42.75910897118521, 16.163808435330132, 10.295852333884106, 13.925604033340079, 23.78333858589359, 23.413593813018327, 7.5112093668517455, 410.034726120032, 391.82883368066933, 11.172158349484814, 22.509403081004443, 17.788714832553094, 21.006003560069736, 18.29877407475616, 20.122542707428483, 197.8768810941059, 13.992326238560526, 11.275206703885019, 19.023254724440047, 18.23455015400715, 17.30560810732394, null, 36.71650280996894, 6.41098700263611, 18.84874050689797, 16.36673609040135, 24.236159968762173, 15.471227950459664, 10.184343967792929, 9.804721133152457, 18.800201954578768, 110.28534367996308, 32.37473322279538, 36.84954975476282, 14.161314559061356, 82.02288224161835, 20.027776827002487, 16.052252033970028, 4.568989505873609, 15.326795809816716, 16.322523269622017, 21.56530372340461, 134.26108410728227, 25.48621094874629, 10.102138859690113, 483.34289113407465, 30.4074036194641, 26.544441054612328, 12.563312728159866, 11.932526478912227, 3.005206152684196, 10.19012250510407, 10.413092968857685, 10.91266492914542, 14.291662043255265, 8.507969239616651, null, 10.38398156881533, 16.265729367187074, 6.851718214912545, 11.412776180310715, 17.783601139175826, 16.034501424140544, 15.814339814009704, 16.131019546089757, 25.506918136679857, 25.270847806077498, 13.072371483494955, 20.59132410791551, 5.613000967043973, 64.92786684920429, 10.24001940894174, 9.595190581440914, 30.304662536384946, 345.16091677671403, 11.052891124662604, 16.367927589023342, 19.173999005415503, 13.7682416738476, null, 19.475743643201998, 14.074885010875034, 15.23361018656498, 12.86370818396633, 20.370945434715047, null, 14.266812400631562, 8.412181264765124, 9.403431551635196, 10.981064382638767, 14.769456729785853, 23.731702959371468, 2267.338845239517, 16.796888222242575, 31.299224941963264, 13.69532902144249, 17.77839339013921, 9.419653170744127, 10.136231072887703, 10.959104447427944, 18.361389257898647, 8.978698696230634, 2127.330296089296, 18.950853904281782, 19.70850509438908, 11.362299393332894, 33.07515539175987, 15.759744741208973, 17.945480193239668, 15.327827674452848, 11.689611611144539, 16.48512977228719, 5.153154838882715, 19.510357931311407, 35.256201552498844, 16.538359149301957, 18.313312512400888, 40.47107869597726, 25.77212667755632, 6.961456940205692, 21.3954730933233, 10.331883805052998, 36.73406464766544, 115.41402475830814, 17.150831037737593, 281.21556030204516, 387.52601862169007, 15.889128935119992, 12.021473104195413, 14.991263327802812, 16.40555258828299, 15.530549414498775, null, 380.5975838397988, 61454.47298272621, 15.645010015437668, 30.758559625661274, 15254.335183064883, 18.51192418216685, 11.961901072215625, 10.774709460056881, 1533.6623415104214, 40.307167666617076, 30608.280930964414, 247.60861643028701, 12.282956347639368, 12.395573443289322, 6.932648509248211, 2.93420470896304, 17.420068940284168, 2.9940015061322147, 16.06392344254688, 13.061430166272313, 307.9924621240064, 213.07754003410992, 29.196175544020015, 11.301529272078916, 38.2650758966893, 4.944817756770951, 65.18653958280491, 788.0174021314014, 290.4821947495156, 20.154192034858912, 16.336366234930612, 15.299167489250939, 9.86842031219962, 17.79699925433536, 41.40025962392364, 106.01955385516527, 5.859566804007361, 63.96728726923305, 13.720677977436726, 14.81120829583969, 9.164849860479102, 17.431751545882694, 11.549988784527974, 4.006478159628895, 21.562479022951408, 19.06587147140885, 26.27356610844989, 10.337960968905973, 15.657634327550953, 11.485552108741976, 20.812438042946376, 639.4232227669539, 1547.9308057933983, 13.98144680484372, 31.10017455176062, 13.474811621527472, 16.748480938139927, 15.81029235678761, 345.388041249747, 392.4191615996804, 6.496043934680058, 31.18806013228403, 15.759405801078358, 5.5658980033666206, 16.832647716115197, 8.601435087944065, 9.850249167274168, 9.247877252248074, 8.75880152153399, 10.446997934541, 39.29563270284685, 11.589781224671507, 16.474880127929662, 10.711900853914145, 12.048709363656965, 16.006486174405048, 15.47863950226788, 68.71788226662703, 6527.295002835479, 8.500855624876227, 28.991456279178376, 16.721309324722473, 10.455738091552123, 24.27963464375778, 19.01377484105356, 20.285188545509754, 11.956328899363545, 28.313862415372494, 7.426537125881767, 11.213309163971731, 13.123111701462363, 31.66916030762198, 23.05931204778759, 12.451002622815265, 19.76217044094414, 13.242425248112614, 14.592184101954606, 3.5058574684466515, 19.509917177184512, 72.65865411361646, 6.6587265330291645, 15.54866521882457, 11.627718587922494, 17.318604666023102, 11.175077165327522, 94.46297919138685, 8.403684849401774, 119.93785335406591, 18.325164546136765, 6.5387996537503925, 27.170867984652507, 640.5321158886587, 351.41404018264575, 18.026084054074584, 9.966307386448301, 251.87043585816238, 932.6765530686456, 989.3732174627896, 15.443100670847265, 6.811377916769513, 10.302237840398384, 6.2503042848027945, 45.44584503567198, 7.404609501962803, 9.480968303518523, 11.56953078253536, 20.303927798249237, 10.42581560467864, 21.070739327812053, 20.5455785121161, 32.85075807415462, 20.558339194078208, 3.6694949254402798, 18.94698324086149, 11.202046078969037, 10.755246056179331, 22.908760543494207, 15.841792773909676, 14.402136367903152, 944.8419090805064, 281.09853961709683, 11.07509473632885, 28.11479164453173, 849.9540108258293, 24.40895157353166, 171.24983471087944, 373.09041970692016, 12.14006271130192, 16.923563536372022, 18.382867520249704, 11.737287788849187, 15.490533417063913, 54.65310005555133, 19.73897390017147, 13.118958681367, 19.08784888523397, 13.206867592203414, 15.6387119833908, 19.51569382576345, 8.81821299270293, 14.34917762439442, 3.0634972809964336, 6.624890800652543, 20.716065731942674, 13.468464219018278, 9.265683182422773, 33.07173731890612, 7.915755268775995, 9.715911269950473, 37.67618502664549, 3.950811359298821, 19.431195401764022, 16.778309107472296, 6.807656788601942, 33.515118608082474, 31.01088097691161, 17.230038349255526, 102.43668947696248, 20.175227363024696, 10.684236369231296, 17.27136650835693, 9.619242438400212, 12.338351944388569, 10.76557710646446, 17.7644183939569, 25.55714023236566, 12.257872656645956, 3965.9181565931012, 270.9084320277601, 220.05901987719346, 816.8746327717471, 212.94217230054417, 57.09240379519114, 16.05803596443949, null, 30.44672223114555, 29.79887192712266, 22.160333498842782, 73.7303803368191, 11199.454877578997, 1329.341232909678, 59.32171784520719, 12.113270815233335, 22.502603454738512, 14.350502179015894, 21.937019202635007, 12.674442032850669, 24.5387393956512, 10.10059903160979, 18.95062873303416, 18.469779230381427, 17.172501659307162, 9.28514668561375, 13.757604171839, 26.84900673050015, 6.378959773230697, 12.660633094986265, 14.543463100979205, 6.586875181848383, 94.48673550635787, 22.90127197565587, 71.15613132790823, 13.868157807203591, 81.68222020993811, 21.851792282649928, 10.73914519533175, 11.523435457484636, 15.773861707507136, 18.29287185396029, 22.993350214976893, 16.52833032408542, 16.40715084213034, 4.530978848915443, 109.03695533212841, 34.544269503965594, 13.927241343043047, 9.945947101422915, 11.310103552335107, 879.2224372902306, 30.67861206135036, 15.728506844705393, 11.539484439654329, 4.577493447598314, 225.39092516195998, 167.32080657230958, 6.759118906708504, 29.925279276754466, 12.112861998851681, 101.06905025894925, 21.135007474445576, 65.18470377849623, 15.286073889765756, 21.370976669845103, 18.081573689519168, 13.739039298158787, 17.663065518351566, 34.31422291290994, 17.559450268350467, 1066.385693218365, 13.158264487941056, 239.18989182871127, null, 3182.9725196435247, 275.0039498785618, 22.72716306606161, 21.367614385904623, 9.324593381582384, 10.056354973115829, 16.325619877517152, 3.2590003086783255, 37.46277359550852, 9.461633795172476, 3.783706702130748, 16.744809462246703, 30.131357875850416, 16.224501164612388, 14.383236662476534, 12.955611361838644, 22.638475244320297, 4.528368617691805, 21.974882090632487, 14.566142824136975, 16.555888360903786, 16.60337080390807, 8.454159775770599, 16.044816625376598, 6.836523489362584, 6032.714404592356, 302.9084571055023, 11.666491874356794, 12.07192298198251, 16.73257434291848, 21.732984334277173, 19.839451891421206, 15.835496344133205, 348.6235010141214, 15.551465295963785, 23.297699738929197, 14.995805847543568, 24.42948388133779, 11.17377015028019, 21.088155990770996, 23.59675590849468, 17.323900629899427, 13.329710324939105, 7.091421888789215, 13.398564905641651, 203.87296584189414, 209.7210185102966, 37.408194250928496, 7.576385430015078, 38366.41427267978, 14.514025275718193, 11.168500574799971, 9.054499881301084, 24.839412947564306, 9.037548017824184, 15.419982761903587, 11.01071294028636, 9.222979678778763, 15.531577201761634, 8.456141523180197, 11.087797512518703, 13.863235388696554, 13.920647247718234, 12.574815943493714, 47.684135926502684, 7.479862810923398, 14.905666969756405, 25.538505405864072, 14.200324895394685, 33.38697837715034, 13.424452461267398, 14.840329322537697, 8.647059751317911, 14.158551774807565, 14.315325677545133, 15.776914395834169, 12.91176311979917, 14.614046064785287, 18.723169353194248, 7.2293386982933985, null, 244.91887106742348, 3315.890864319357, 2314.349025949749, 193.82698665782192, 12.092390742426932, 9.523092648721992, 39.033753619288134, 10.365892343673028, 17.611017434813448, 21.55408234571496, 22.878097162050423, 15.471113467480698, null, 15.541514957202347, 11.559194595313333, 16.546257661569815, 12.109698391458574, 15.536407055826906, 11.55647677041091, 10.88917900155499, 22.25903006162215, 6.7071534811534965, 899.5826044158264, 310.6437703140715, 11.659971814230847, 20.956245203241192, 35.10994457421333, 11.830758014096427, 880.2948362410135, 10.784876982833056, 5.112596476555527, 21.922427962977682, 11.17488571995706, 12.340663454101243, 14.70616986873559, 54.55217626935665, 18.75121454305281, 16.8214796621557, 12.76980264281786, 18.873608481258206, 6.083586506362673, 10.957575363937387, 703.9803172170675, null, 17.472514624561605, 17.888721040198078, 23.419840649556512, 19.82246925843058, 140.237088549866, 51.5764007014013, 8.668036669753658, 9.957768413001222, 8.56463485647354, 49.5904153080576, 205.0327171078984, 13.268115936314535, 768.2065109716208, 23.63747431873596, 12.203597351700935, 15.583299966983533, 146.36210005485276, 47.81537197882525, 801.2901715878538, 13.0583685373693, 16.599737836633953, 33.47628324028462, 21.185215248712552, 9.124834126862902, 15.928742154823869, 17.564456702700827, 19.735105896015572, 19.09651037902703, 25.838151427362984, 28.845506568045987, 5.527095380242097, 21.00756528296657, 13.439685598822743, 20.06625043398703, 25.34979507152244, 11.886872437812974, 13.380873914758416, 15.36351743270781, 24.61282012320112, 19.34898210448603, 20.79970479005135, 491.4128512833448, 232.0384940239417, 10.390700278983338, 14.705555530827725, 169.67859054084764, 303.79406128997533, 10.542239156033034, 18.16407724156587, 19.48104842308747, 57.397178526838296, 15.851113915226552, 9.901636764478383, 15.140164255300501, 15.053394267775964, 15.080699613184578, 16.329868815702394, 5.468727499844052, 154.9154098738808, 23.048117847263878, 21.04694154694541, 161.49971949011768, 6742.857735152384, 7.291287955654173, 13.43873254318659, 12.808427013369156, 10.116882387341036, 19.232097022303464, 4987.316321540354, 21.178059038266184, 10.422446086563742, 11.601033850398855, 16.82520952023039, 1337.5997342149553, 13.456855734662255, 8.489959830164228, 17.910907788135138, 12.908815526591905, 12.295962991927324, 6.920926992429027, 269.1896153773567, 6.514641143852464, 10.656490542226804, 21.54360678385253, 17.5936271237363, 12.50724388600388, 13.182158570334947, 13.680450736796553, 459.0767409222512, 1073.8984319467763, 471.21344981120336, 398.5177935393351, 20.49580459448739, 11.990969346269493, 79.27740629152456, 11.734029762987811, 20.866962323710997, 15.41146552308374, 16.620681580196447, 13.251165329876493, 25.770580672113038, 16.310530562782724, 15.479348786161234, 8.266087499948728, 55.590651576554, 18.40162873918777, 31.02545625993977, 139.20337839143784, 277.30516801760075, 175.67327474773654, 20.677308549737845, 21.719298917969095, 968.341547012374, 27.693740538614577, null, 15.255399886209867, 5.309310994528894, 28.752368347747684, 20.472320636074567, 11.32909340489814, 10.910760930420055, 12.876127986495822, 7.962903847780218, 12.713030774242645, 15.587154316859387, 14.671148041596465, 10.646588562659812, 3281.8861072546083, 647.7989887805461, 12.886992625488707, 7.288325510690581, 9.83051770737272, 15.059014914845175, 14.581137352172634, 11.921308117450227, 21.6512836188062, 384.24172349872185, 1851.3637722504168, 8897.495653165319, 194.40976613953086, 788.6050029370604, 7.005833762539678, 17.465808949417312, 14.920011495654554, 19.531468935635505, 19.723109862532887, 13.741890344518024, 15.197874245173438, 188.04423665634582, 22.386106866276425, 542.2140537777176, 282.94950199546315, 14.896411777970064, 9.892442651712752, 18.060884582418748, 4.7675400722332135, 96.92881974882006, 495.99728556358565, 260.30694092685457, 11.409954082068925, 18.440773302293856, 8.867269800212265, 18.663372835239112, 19.104084871318054, 13.27288422835958, 81.59093573245602, 18.75544416204505, 27.6233421886433, 9.043891365569717, 16.345597739009516, 18.210254088880127, 7.69534762851288, 21.676865216250004, 21.239237782285272, 20.98712583145939, 10.981641564934296, 18.52711746150445, 16.736735401356633, 23.90020574479061, 19.341513796086083, 23.59614715423037, 15.618070648623032, 8.068235257885055, 28.668753035537645, 8.265722073823849, 37.77993335098513, 14.880202325963495, 16.377401945017652, 14.118771282890075, 15.090443142444279, 3790.623428186574, 15.151780107031641, 10.615653367123263, 25.877324600756463, 21.28363003497813, 12.926999848804222, 15.635258650642474, 28.464656756358988, 22.903591335963416, 29.942348194951553, 23.72403107825881, 49.16621518393622, 11.778304209638007, 7.408908720550343, 12.663787125275832, 20.27629926683335, 17.315329941110793, 14.922587600594087, 20.20907974392161, 22.86495218917552, 182.19199540062442, 24.80819184979603, 11.70759453865185, 47.2216727720927, 18.649963502126425, 11.03785117702774, 22.699612990783116, 6.7097737349732745, 17.79038546947073, 30.258720388260215, 721.984761657234, 115.74148711469644, 33.135889911297234, 454.14364548130806, 66.8233765884226, 10.829393330766182, 22.29489543635647, 15.917069716991158, 17.583232757304767, null, 14.258390906214727, 12.105369919882754, 147.8742894494299, 160.6216976190147, 204.11392610679889, 15.434624315943834, 12.584807821369488, 12.453777859396135, 139.0188057088772, 23.68060801103343, 6.441793165579857, 15.32201504408123, 16.743673200054587, 14.435774721278804, 10.363438950628439, 22.26327490130421, 20.562827491304773, 28.14703898214191, 25.50459590269661, 15.028115112003032, 7.5172632567419715, 10.687937524787632, 19.081172674129824, 13.665232455077252, 10.776088978845975, 17.05449944909067, 4.704532036033089, 7.87295131546092, 16.602789074798437, 14.315138093006096, 198.41115684657169, 168.07870569281425, 937.1498438344806, 17.644980316969622, 5.085920806727266, 12.205236407451956, 14.598760406815646, 10.440488092377256, 207.335760775692, 411.21604564929567, 16.930876698882305, 16.630373085097986, 8.41127774050904, 59.13847048020806, 183.7384589227, 1873.151920573669, 17.786886953414854, 14.316919682977257, 24.941191426444906, 19.728635982152237, 17.139533014388142, 10.698661759695211, 10.513164334229053, 164.81012617722, 184.19496635394157, 19.79219209562136, 73.53108735622277, 9.549406105199846, 14.852993507944625, 26.891735170811067, 20.324880108924745, 17.876897414296778, 10.830380991990816, 43.04388506526983, 16.21902431507451, 32.99951065843056, 85.21957446434162, 21.656898145351878, 28.073185148541064, 11.498677656928106, 10.095962169435255, 33.34943057317336, 15.655363686649926, 14.437901576461362, 12.320335679194555, 13.990392704761325, 11.157866422749732, 4.749296658677546, 17.819466850517273, 25.28587262081071, null, 5.8138628296234725, 20.02413391276807, 9.687603038634734, 9.15414401830881, 18.19135622414213, null, 26.403847434409613, 10.876724173785947, 12.159400989116078, 291.23009682601344, 22.74094865615271, 10.739922303394088, 18.863221048720906, 101.23659177710744, 8.792436607843818, 278.44116800151056, 1369.626743716444, 0.7522309805195119, 21.030570145711213, 16.464521980352835, 12.273370866208529, 12.323061317125445, 21.309904350547303, 14.061970773745685, 14.222334906625912, 14.82805081004344, 41.900839388332656, 10.782091067483966, 15.3995374874896, 14.604691402954462, 13.178055165936255, 24.60534782921367, 101.83707732820758, 18.46058325021687, 68.29855851225702, 1116.5099920775117, 15.057489071932848, null, 13.719768049398118, null, 119.18047059108588, 11.377114389800274, 11.704969310867385, 246.07276250995133, 390.82824895433913, 17.15813521270991, 21.384148005685265, 71.82804299705299, 19.77060699037545, 13.744191606551395, 7.204711657711352, 19.030880352523077, 21.08293157253218, 11.957649528823085, 18.48843979115454, 18.286168427602156, 27.875320099127514, 430.05814474003273, 761.7747066723256, 23.911965445944862, 13.885365124324878, 14.271663156810831, 12.170932033373038, 32.62036472748779, 8.964986999518409, 7.450274810954163, 36.85864280762823, 5.110272679196554, 15.89446553834378, 12.190676439350804, 40.9240002668983, 3823.144249797535, 166.3194086643904, 38.323716060380676, 12.575272827296633, 14.908390402335991, 10.110159424472998, 44.78419538845404, 54.97265621502778, 47.54927535983759, 27.003216531318397, 9.31702726292375, 13.664495774427275, 66.76131045152631, 16.32464039792959, 10.533428810891623, 14.272976233265295, 12.8550005105635, 434.3124950003133, 195.14612321124758, 8.980863129701769, 13.997368523612652, 64.33955724708208, 11.279963455450638, 19.739523753215447, 15.738650679264195, 23.64518831795991, 28.22578517199381, 21.7824665003083, 12.78258907510281, 19.922948270277537, 12.621247581865036, 14.976635489833686, 14.302017937970204, 27.49367697057748, 8.33076092056084, 16.24745157472647, 12.336315950419085, 20.727756068185208, 187.3010008954681, 12.15072226838334, 6.96116699942401, 10.667817652756783, null, 14.373980019412539, 11.694499907743955, 16.142889710533915, 11.049617248241796, 17.25335567292169, 20.38218958408192, 11.697711197540045, 112.31046235053749, 24.378867116371623, 9.515614943742154, 7.572199218426534, 16.879066317676827, 675.5294556607233, 4086.3478825987677, 16.342959865489277, 1655.3302293569745, 17.22087652426408, 10.630239203368832, 8.072113399358784, 213.9901622480776, 317.7527758054042, 13.679265346689865, 12.805941017877815, 73.89437177828042, null, 15.38279672768843, null, 30.33502779153943, 20.95240411843839, 17.917060006257753, 21.49549063400529, 22.37404096707994, 24.333143301227995, 10.981648154508553, 12.469206469747707, 16.784744618510878, 20.832598809409614, 16.879507457747177, 17.133565950194367, 14.156451058062055, 8.187965668105095, 48.26672669574578, 23.378712715199093, 29.49107738424884, 14.010383345150773, 20.624642373053256, 20.789787359628153, 7.714929937383785, 22.603790323260412, 17.47631654047459, 27.921422951392387, 9.370318154603208, 17.50581735278422, 10.368750578520322, 21.158737297552108, 13.530727005107535, 42.400877882378744, 13.363400245056775, 20.389169950989125, 12.141064954335786, 11.991971038764241, 22.296268595810904, 23.61772335970429, 12.11988896965478, 59.285677473626755, 21.077702094913768, 16.606591651265074, 10.431716107765428, 26.75172079833436, 726.613096368738, 23.637710907765374, 46.509300773411645, 11.777320946116905, 7.319403468083923, 20.783046258556517, 361.3864491293016, 190.59152065307427, 37.51562814408877, 16.315189193315938, 3.2532808829207736, 1229.8821910079432, 277.0125375538329, 14.281802679116256, 8.37855470366126, 15.199654364181663, 7.179380655355219, 14.380794769497992, 27.540978520342765, 7.77640562926963, 23.47252824621141, 32.25398125230454, 7.76725118676891, 7.296875961371198, 20.952323804893037, 53.93762135755929, 6.942896396917485, 62.659837586504075, 183.4210839933406, 166.94585914866215, 15.041224386477573, 13.951162748102787, 41064.421304167285, 18.456023910607875, 11.208281999246706, 12.357707530603163, 14.338060678583266, 14.391804686992796, 18.493958383674414, 9.857151544033053, 21.632805310900416, 640.7675400346303, 202.25189795300446, 211.98516790411514, 673.8617501046023, 22.005020192395893, 5.3431241271097285, 15.505380952152755, 11.558977124187331, 13.143722190741876, 216.6991691807121, 15.679518185298909, 81.6890525218734, 10.46051726593417, 15.334422692447514, 18.11183883130836, 11.803939209819784, 13.560037455790349, 16.636663988204912, 568.5705870879605, 15.069661224505202, 23.599907140002518, 18.4736755931572, 7.719507337853197, 21.11693927833024, 17.87901252407174, 6.044262499224281, 5.104124563788405, 17.459016331135377, 614.3873649706559, 29.8513137746297, 18.66001175807012, 11.803406190566564, 12.813583852449973, 11.407169925111036, 17.13930009703921, 71.54370265755394, 22.598615557036787, 9.94418210205839, null, 22.074528475772862, 12.730615081847642, 13.25501842376873, 15.36255367637406, 17.06020921802552, 20.921722206001135, 27.921927406365434, 13.246566241142974, 13.645781510887248, 36.12710761565383, 21.80150949685529, 19.54161415785328, 13.532858204229687, 18.291162923484887, 18.65472972207749, 13.806429109358735, 571.0824191616866, 183.22508626633697, 20.749966422253692, 14.79454962780913, 36.86106621833685, 11.732015099787752, 34.80068643654883, 17.853436424492862, 17.278701760796434, 428.91323083462134, 15.396036916238431, 13.93398340658906, 18.722415091986765, 44.20645470748683, 98.21134982112795, 16.09718663595337, 14.283739748309415, 161.0186885772007, 12.573612650403211, 5.968839412536623, 22.541194244569073, 8.884084843970108, 730.6138379835068, 17.291563838852557, 11.011881501153297, 17.21953267837384, 13.060951001080914, 10.898381841680873, 1268.3917551961938, 10.085494368157633, 15.095169844663944, 13.569224017461574, 11.119364150939347, 7.353152919548938, 15.528882876592851, 105.49191781930136, 41.010709983352214], \"y0\": \" \", \"yaxis\": \"y\"}],\n",
              "                        {\"boxmode\": \"group\", \"legend\": {\"tracegroupgap\": 0}, \"margin\": {\"t\": 60}, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0]}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"speed\"}}},\n",
              "                        {\"responsive\": true}\n",
              "                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('91219466-8a7f-4a31-86b4-4ec062171f28');\n",
              "var x = new MutationObserver(function (mutations, observer) {{\n",
              "        var display = window.getComputedStyle(gd).display;\n",
              "        if (!display || display === 'none') {{\n",
              "            console.log([gd, 'removed!']);\n",
              "            Plotly.purge(gd);\n",
              "            observer.disconnect();\n",
              "        }}\n",
              "}});\n",
              "\n",
              "// Listen for the removal of the full notebook cells\n",
              "var notebookContainer = gd.closest('#notebook-container');\n",
              "if (notebookContainer) {{\n",
              "    x.observe(notebookContainer, {childList: true});\n",
              "}}\n",
              "\n",
              "// Listen for the clearing of the current output cell\n",
              "var outputEl = gd.closest('.output');\n",
              "if (outputEl) {{\n",
              "    x.observe(outputEl, {childList: true});\n",
              "}}\n",
              "\n",
              "                        })\n",
              "                };\n",
              "                \n",
              "            </script>\n",
              "        </div>\n",
              "</body>\n",
              "</html>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Speed grouped by zone_id"
      ],
      "metadata": {
        "id": "Rc5HTaWdA6md"
      },
      "id": "Rc5HTaWdA6md"
    },
    {
      "cell_type": "code",
      "source": [
        "# Calculate the speed from each zone\n",
        "\n",
        "zone_id_groupby = drivers.groupby('id_zone').agg(sum('distance_km_from_previous').alias('sum_distance_km'), \\\n",
        "                                                 sum(\"duration_hour_from_previous\").alias(\"sum_duration_hour\"))\n",
        "zone_id_groupby = zone_id_groupby.withColumn(\"speed\", \n",
        "                                            zone_id_groupby.sum_distance_km/zone_id_groupby.sum_duration_hour\n",
        "                                            )\n",
        "zone_id_groupby.show()\n",
        "\n",
        "'''\n",
        "We were not able to show the results of the groupBy function.\n",
        "For an unknown reason, the method show() took too long and runned indefinitely \n",
        "'''"
      ],
      "metadata": {
        "id": "bSdgYd31BPDQ",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 380
        },
        "outputId": "a48b7ab6-4775-4487-9acf-8e0a62c6da6f"
      },
      "id": "bSdgYd31BPDQ",
      "execution_count": 20,
      "outputs": [
        {
          "output_type": "error",
          "ename": "KeyboardInterrupt",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-20-b38ee5d8a41b>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      3\u001b[0m                                             \u001b[0mzone_id_groupby\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msum_distance_km\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0mzone_id_groupby\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msum_duration_hour\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m                                             )\n\u001b[0;32m----> 5\u001b[0;31m \u001b[0mzone_id_groupby\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      6\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      7\u001b[0m '''\n",
            "\u001b[0;32m/content/spark-3.0.0-bin-hadoop3.2/python/pyspark/sql/dataframe.py\u001b[0m in \u001b[0;36mshow\u001b[0;34m(self, n, truncate, vertical)\u001b[0m\n\u001b[1;32m    438\u001b[0m         \"\"\"\n\u001b[1;32m    439\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtruncate\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbool\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mtruncate\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 440\u001b[0;31m             \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_jdf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshowString\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m20\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvertical\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    441\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    442\u001b[0m             \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_jdf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshowString\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtruncate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvertical\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/content/spark-3.0.0-bin-hadoop3.2/python/lib/py4j-0.10.9-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m   1301\u001b[0m             \u001b[0mproto\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEND_COMMAND_PART\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1302\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1303\u001b[0;31m         \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1304\u001b[0m         return_value = get_return_value(\n\u001b[1;32m   1305\u001b[0m             answer, self.gateway_client, self.target_id, self.name)\n",
            "\u001b[0;32m/content/spark-3.0.0-bin-hadoop3.2/python/lib/py4j-0.10.9-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36msend_command\u001b[0;34m(self, command, retry, binary)\u001b[0m\n\u001b[1;32m   1031\u001b[0m         \u001b[0mconnection\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_connection\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1032\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1033\u001b[0;31m             \u001b[0mresponse\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconnection\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1034\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mbinary\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1035\u001b[0m                 \u001b[0;32mreturn\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_create_connection_guard\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconnection\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/content/spark-3.0.0-bin-hadoop3.2/python/lib/py4j-0.10.9-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36msend_command\u001b[0;34m(self, command)\u001b[0m\n\u001b[1;32m   1198\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1199\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1200\u001b[0;31m             \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msmart_decode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstream\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreadline\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1201\u001b[0m             \u001b[0mlogger\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdebug\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Answer received: {0}\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0manswer\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1202\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0manswer\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstartswith\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mproto\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mRETURN_MESSAGE\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.7/socket.py\u001b[0m in \u001b[0;36mreadinto\u001b[0;34m(self, b)\u001b[0m\n\u001b[1;32m    587\u001b[0m         \u001b[0;32mwhile\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    588\u001b[0m             \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 589\u001b[0;31m                 \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_sock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrecv_into\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mb\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    590\u001b[0m             \u001b[0;32mexcept\u001b[0m \u001b[0mtimeout\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    591\u001b[0m                 \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_timeout_occurred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "id": "6e66f2f7",
      "metadata": {
        "id": "6e66f2f7"
      },
      "source": [
        "# Cleaning up"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "935699f5",
      "metadata": {
        "id": "935699f5"
      },
      "source": [
        "It is **vital** that you stop your spark instance after you are done working with it, **especially when running in cluster mode**. If you do not do this, the resources acquired by your spark instance (i.e., the number of cores and memory reserved for it) will be kept indefinetely, and *are hence not available for others!*"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 21,
      "id": "58a9c92c",
      "metadata": {
        "id": "58a9c92c"
      },
      "outputs": [],
      "source": [
        "sc.stop()"
      ]
    }
  ],
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3 (ipykernel)",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.7.12"
    },
    "colab": {
      "name": "Q2_project.ipynb",
      "provenance": [],
      "collapsed_sections": []
    }
  },
  "nbformat": 4,
  "nbformat_minor": 5
}