{
  "cells": [
    {
      "cell_type": "code",
      "source": [
        "# load packages\n",
        "import pandas as pd; import numpy as np\n",
        "\n",
        "# set Jupyter's max column width to 50\n",
        "pd.set_option('display.max_columns', 50)\n",
        "\n",
        "# display warnings only the first time\n",
        "import warnings\n",
        "warnings.filterwarnings('ignore')\n",
        "\n"
      ],
      "outputs": [],
      "execution_count": 7,
      "metadata": {
        "_cell_guid": "b1076dfc-b9ad-4769-8c92-a6c4dae69d19",
        "_uuid": "8f2839f25d086af736a60e9eeb907d3b93b6e0e5",
        "tags": [],
        "gather": {
          "logged": 1668508811610
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# weather data \n",
        "weather_df = pd.read_csv('../data/2021/weather_data_2021.csv',\n",
        "                                 header=0, sep=';', quotechar='\"')\n"
      ],
      "outputs": [],
      "execution_count": 2,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668411254002
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "weather_df = weather_df[weather_df.year==2021]"
      ],
      "outputs": [],
      "execution_count": 3,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668411256558
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "weather_df = weather_df[weather_df.district==1]"
      ],
      "outputs": [],
      "execution_count": 4,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668411257548
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "weather_df = weather_df[weather_df.station==35]"
      ],
      "outputs": [],
      "execution_count": 5,
      "metadata": {
        "gather": {
          "logged": 1668411258836
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "weather_df_hr_86 = weather_df[weather_df.magnitude==86]"
      ],
      "outputs": [],
      "execution_count": 6,
      "metadata": {
        "gather": {
          "logged": 1668411260338
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "weather_df_t_83 = weather_df[weather_df.magnitude==83]"
      ],
      "outputs": [],
      "execution_count": 7,
      "metadata": {
        "gather": {
          "logged": 1668411261303
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of weather data dataframe\n",
        "print('Weather data:')\n",
        "weather_df_hr_86.head()\n",
        "\n"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Weather data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 8,
          "data": {
            "text/plain": "       province  municipality  station  magnitude  sampling_point  year  \\\n28836        28            79       35         86  28079035_86_98  2021   \n28837        28            79       35         86  28079035_86_98  2021   \n28838        28            79       35         86  28079035_86_98  2021   \n28839        28            79       35         86  28079035_86_98  2021   \n28840        28            79       35         86  28079035_86_98  2021   \n\n       month  day  value    date_iso   date_id  district  \n28836      6    4   53.0  2021-06-04  20210604       1.0  \n28837      6    5   42.0  2021-06-05  20210605       1.0  \n28838      6    6   41.0  2021-06-06  20210606       1.0  \n28839      7    1   29.0  2021-07-01  20210701       1.0  \n28840      7    2   31.0  2021-07-02  20210702       1.0  ",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>province</th>\n      <th>municipality</th>\n      <th>station</th>\n      <th>magnitude</th>\n      <th>sampling_point</th>\n      <th>year</th>\n      <th>month</th>\n      <th>day</th>\n      <th>value</th>\n      <th>date_iso</th>\n      <th>date_id</th>\n      <th>district</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>28836</th>\n      <td>28</td>\n      <td>79</td>\n      <td>35</td>\n      <td>86</td>\n      <td>28079035_86_98</td>\n      <td>2021</td>\n      <td>6</td>\n      <td>4</td>\n      <td>53.0</td>\n      <td>2021-06-04</td>\n      <td>20210604</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>28837</th>\n      <td>28</td>\n      <td>79</td>\n      <td>35</td>\n      <td>86</td>\n      <td>28079035_86_98</td>\n      <td>2021</td>\n      <td>6</td>\n      <td>5</td>\n      <td>42.0</td>\n      <td>2021-06-05</td>\n      <td>20210605</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>28838</th>\n      <td>28</td>\n      <td>79</td>\n      <td>35</td>\n      <td>86</td>\n      <td>28079035_86_98</td>\n      <td>2021</td>\n      <td>6</td>\n      <td>6</td>\n      <td>41.0</td>\n      <td>2021-06-06</td>\n      <td>20210606</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>28839</th>\n      <td>28</td>\n      <td>79</td>\n      <td>35</td>\n      <td>86</td>\n      <td>28079035_86_98</td>\n      <td>2021</td>\n      <td>7</td>\n      <td>1</td>\n      <td>29.0</td>\n      <td>2021-07-01</td>\n      <td>20210701</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>28840</th>\n      <td>28</td>\n      <td>79</td>\n      <td>35</td>\n      <td>86</td>\n      <td>28079035_86_98</td>\n      <td>2021</td>\n      <td>7</td>\n      <td>2</td>\n      <td>31.0</td>\n      <td>2021-07-02</td>\n      <td>20210702</td>\n      <td>1.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 8,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668411262459
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of weather data dataframe\n",
        "print('Weather data:')\n",
        "weather_df_t_83.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Weather data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 9,
          "data": {
            "text/plain": "       province  municipality  station  magnitude  sampling_point  year  \\\n28852        28            79       35         83  28079035_83_98  2021   \n28853        28            79       35         83  28079035_83_98  2021   \n28854        28            79       35         83  28079035_83_98  2021   \n28855        28            79       35         83  28079035_83_98  2021   \n28856        28            79       35         83  28079035_83_98  2021   \n\n       month  day  value    date_iso   date_id  district  \n28852      3    1   10.8  2021-03-01  20210301       1.0  \n28853      3    2   10.4  2021-03-02  20210302       1.0  \n28854      3    3   10.0  2021-03-03  20210303       1.0  \n28855      4    1   10.4  2021-04-01  20210401       1.0  \n28856      4    2   10.7  2021-04-02  20210402       1.0  ",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>province</th>\n      <th>municipality</th>\n      <th>station</th>\n      <th>magnitude</th>\n      <th>sampling_point</th>\n      <th>year</th>\n      <th>month</th>\n      <th>day</th>\n      <th>value</th>\n      <th>date_iso</th>\n      <th>date_id</th>\n      <th>district</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>28852</th>\n      <td>28</td>\n      <td>79</td>\n      <td>35</td>\n      <td>83</td>\n      <td>28079035_83_98</td>\n      <td>2021</td>\n      <td>3</td>\n      <td>1</td>\n      <td>10.8</td>\n      <td>2021-03-01</td>\n      <td>20210301</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>28853</th>\n      <td>28</td>\n      <td>79</td>\n      <td>35</td>\n      <td>83</td>\n      <td>28079035_83_98</td>\n      <td>2021</td>\n      <td>3</td>\n      <td>2</td>\n      <td>10.4</td>\n      <td>2021-03-02</td>\n      <td>20210302</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>28854</th>\n      <td>28</td>\n      <td>79</td>\n      <td>35</td>\n      <td>83</td>\n      <td>28079035_83_98</td>\n      <td>2021</td>\n      <td>3</td>\n      <td>3</td>\n      <td>10.0</td>\n      <td>2021-03-03</td>\n      <td>20210303</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>28855</th>\n      <td>28</td>\n      <td>79</td>\n      <td>35</td>\n      <td>83</td>\n      <td>28079035_83_98</td>\n      <td>2021</td>\n      <td>4</td>\n      <td>1</td>\n      <td>10.4</td>\n      <td>2021-04-01</td>\n      <td>20210401</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>28856</th>\n      <td>28</td>\n      <td>79</td>\n      <td>35</td>\n      <td>83</td>\n      <td>28079035_83_98</td>\n      <td>2021</td>\n      <td>4</td>\n      <td>2</td>\n      <td>10.7</td>\n      <td>2021-04-02</td>\n      <td>20210402</td>\n      <td>1.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 9,
      "metadata": {
        "gather": {
          "logged": 1668411265203
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "weather_vars = [\"date_id\", \"value\"]"
      ],
      "outputs": [],
      "execution_count": 10,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668411271235
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "weather_df_t_83 = weather_df_t_83[weather_vars]"
      ],
      "outputs": [],
      "execution_count": 11,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668411273382
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of weather data dataframe\n",
        "print('Weather data:')\n",
        "weather_df_t_83.head()\n"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Weather data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 13,
          "data": {
            "text/plain": "        date_id  value\n28852  20210301   10.8\n28853  20210302   10.4\n28854  20210303   10.0\n28855  20210401   10.4\n28856  20210402   10.7",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>date_id</th>\n      <th>value</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>28852</th>\n      <td>20210301</td>\n      <td>10.8</td>\n    </tr>\n    <tr>\n      <th>28853</th>\n      <td>20210302</td>\n      <td>10.4</td>\n    </tr>\n    <tr>\n      <th>28854</th>\n      <td>20210303</td>\n      <td>10.0</td>\n    </tr>\n    <tr>\n      <th>28855</th>\n      <td>20210401</td>\n      <td>10.4</td>\n    </tr>\n    <tr>\n      <th>28856</th>\n      <td>20210402</td>\n      <td>10.7</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 13,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668411278305
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "weather_df_hr_86 = weather_df_hr_86[weather_vars]"
      ],
      "outputs": [],
      "execution_count": 14,
      "metadata": {
        "gather": {
          "logged": 1668411281477
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of weather data dataframe\n",
        "print('Weather data:')\n",
        "weather_df_hr_86.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Weather data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 15,
          "data": {
            "text/plain": "        date_id  value\n28836  20210604   53.0\n28837  20210605   42.0\n28838  20210606   41.0\n28839  20210701   29.0\n28840  20210702   31.0",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>date_id</th>\n      <th>value</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>28836</th>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>28837</th>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>28838</th>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>28839</th>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>28840</th>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 15,
      "metadata": {
        "gather": {
          "logged": 1668411282642
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# examine numerical features in slimmed dataset\n",
        "weather_df.describe()"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 16,
          "data": {
            "text/plain": "       province  municipality  station   magnitude    year       month  \\\ncount     744.0         744.0    744.0  744.000000   744.0  744.000000   \nmean       28.0          79.0     35.0   84.500000  2021.0    6.500000   \nstd         0.0           0.0      0.0    1.501009     0.0    3.454375   \nmin        28.0          79.0     35.0   83.000000  2021.0    1.000000   \n25%        28.0          79.0     35.0   83.000000  2021.0    3.750000   \n50%        28.0          79.0     35.0   84.500000  2021.0    6.500000   \n75%        28.0          79.0     35.0   86.000000  2021.0    9.250000   \nmax        28.0          79.0     35.0   86.000000  2021.0   12.000000   \n\n              day       value       date_id  district  \ncount  744.000000  744.000000  7.440000e+02     744.0  \nmean    16.000000   35.526210  2.021067e+07       1.0  \nstd      8.950289   25.251284  3.455534e+02       0.0  \nmin      1.000000  -55.000000  2.021010e+07       1.0  \n25%      8.000000   14.200000  2.021038e+07       1.0  \n50%     16.000000   29.100000  2.021067e+07       1.0  \n75%     24.000000   54.000000  2.021095e+07       1.0  \nmax     31.000000   95.000000  2.021123e+07       1.0  ",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>province</th>\n      <th>municipality</th>\n      <th>station</th>\n      <th>magnitude</th>\n      <th>year</th>\n      <th>month</th>\n      <th>day</th>\n      <th>value</th>\n      <th>date_id</th>\n      <th>district</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>count</th>\n      <td>744.0</td>\n      <td>744.0</td>\n      <td>744.0</td>\n      <td>744.000000</td>\n      <td>744.0</td>\n      <td>744.000000</td>\n      <td>744.000000</td>\n      <td>744.000000</td>\n      <td>7.440000e+02</td>\n      <td>744.0</td>\n    </tr>\n    <tr>\n      <th>mean</th>\n      <td>28.0</td>\n      <td>79.0</td>\n      <td>35.0</td>\n      <td>84.500000</td>\n      <td>2021.0</td>\n      <td>6.500000</td>\n      <td>16.000000</td>\n      <td>35.526210</td>\n      <td>2.021067e+07</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>std</th>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>1.501009</td>\n      <td>0.0</td>\n      <td>3.454375</td>\n      <td>8.950289</td>\n      <td>25.251284</td>\n      <td>3.455534e+02</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>min</th>\n      <td>28.0</td>\n      <td>79.0</td>\n      <td>35.0</td>\n      <td>83.000000</td>\n      <td>2021.0</td>\n      <td>1.000000</td>\n      <td>1.000000</td>\n      <td>-55.000000</td>\n      <td>2.021010e+07</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>25%</th>\n      <td>28.0</td>\n      <td>79.0</td>\n      <td>35.0</td>\n      <td>83.000000</td>\n      <td>2021.0</td>\n      <td>3.750000</td>\n      <td>8.000000</td>\n      <td>14.200000</td>\n      <td>2.021038e+07</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>50%</th>\n      <td>28.0</td>\n      <td>79.0</td>\n      <td>35.0</td>\n      <td>84.500000</td>\n      <td>2021.0</td>\n      <td>6.500000</td>\n      <td>16.000000</td>\n      <td>29.100000</td>\n      <td>2.021067e+07</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>75%</th>\n      <td>28.0</td>\n      <td>79.0</td>\n      <td>35.0</td>\n      <td>86.000000</td>\n      <td>2021.0</td>\n      <td>9.250000</td>\n      <td>24.000000</td>\n      <td>54.000000</td>\n      <td>2.021095e+07</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>max</th>\n      <td>28.0</td>\n      <td>79.0</td>\n      <td>35.0</td>\n      <td>86.000000</td>\n      <td>2021.0</td>\n      <td>12.000000</td>\n      <td>31.000000</td>\n      <td>95.000000</td>\n      <td>2.021123e+07</td>\n      <td>1.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 16,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668411286063
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# date data\n",
        "date_df = pd.read_csv('../data/date_data.csv',\n",
        "                                 header=0, sep=';', quotechar='\"')\n"
      ],
      "outputs": [],
      "execution_count": 227,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668442940447
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "date_df = date_df[date_df.year==2021]"
      ],
      "outputs": [],
      "execution_count": 228,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668442943058
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of date data dataframe\n",
        "print('Date data:')\n",
        "date_df.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Date data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 229,
          "data": {
            "text/plain": "      date_id  year  quarter  month  week_of_year  week_of_month  \\\n622  20210109  2021        1      1             1              1   \n623  20210116  2021        1      1             2              2   \n624  20210424  2021        2      4            16              4   \n625  20210410  2021        2      4            14              2   \n626  20210403  2021        2      4            13              1   \n\n     weekday_in_month  day  day_of_year  day_of_week    date_iso  \\\n622                 2    9            9            7  2021-01-09   \n623                 3   16           16            7  2021-01-16   \n624                 4   24          114            7  2021-04-24   \n625                 2   10          100            7  2021-04-10   \n626                 1    3           93            7  2021-04-03   \n\n     days_in_month  days_in_year  days_in_quarter  is_weekend  is_holiday  \\\n622             31           365               90           1           0   \n623             31           365               90           1           0   \n624             30           365               91           1           0   \n625             30           365               91           1           0   \n626             30           365               91           1           0   \n\n     is_working_day  days_in_year_for_week  day_type  \n622               1                    365  saturday  \n623               1                    365  saturday  \n624               1                    365  saturday  \n625               1                    365  saturday  \n626               1                    365  saturday  ",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>date_id</th>\n      <th>year</th>\n      <th>quarter</th>\n      <th>month</th>\n      <th>week_of_year</th>\n      <th>week_of_month</th>\n      <th>weekday_in_month</th>\n      <th>day</th>\n      <th>day_of_year</th>\n      <th>day_of_week</th>\n      <th>date_iso</th>\n      <th>days_in_month</th>\n      <th>days_in_year</th>\n      <th>days_in_quarter</th>\n      <th>is_weekend</th>\n      <th>is_holiday</th>\n      <th>is_working_day</th>\n      <th>days_in_year_for_week</th>\n      <th>day_type</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>622</th>\n      <td>20210109</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>2</td>\n      <td>9</td>\n      <td>9</td>\n      <td>7</td>\n      <td>2021-01-09</td>\n      <td>31</td>\n      <td>365</td>\n      <td>90</td>\n      <td>1</td>\n      <td>0</td>\n      <td>1</td>\n      <td>365</td>\n      <td>saturday</td>\n    </tr>\n    <tr>\n      <th>623</th>\n      <td>20210116</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>2</td>\n      <td>2</td>\n      <td>3</td>\n      <td>16</td>\n      <td>16</td>\n      <td>7</td>\n      <td>2021-01-16</td>\n      <td>31</td>\n      <td>365</td>\n      <td>90</td>\n      <td>1</td>\n      <td>0</td>\n      <td>1</td>\n      <td>365</td>\n      <td>saturday</td>\n    </tr>\n    <tr>\n      <th>624</th>\n      <td>20210424</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>4</td>\n      <td>16</td>\n      <td>4</td>\n      <td>4</td>\n      <td>24</td>\n      <td>114</td>\n      <td>7</td>\n      <td>2021-04-24</td>\n      <td>30</td>\n      <td>365</td>\n      <td>91</td>\n      <td>1</td>\n      <td>0</td>\n      <td>1</td>\n      <td>365</td>\n      <td>saturday</td>\n    </tr>\n    <tr>\n      <th>625</th>\n      <td>20210410</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>4</td>\n      <td>14</td>\n      <td>2</td>\n      <td>2</td>\n      <td>10</td>\n      <td>100</td>\n      <td>7</td>\n      <td>2021-04-10</td>\n      <td>30</td>\n      <td>365</td>\n      <td>91</td>\n      <td>1</td>\n      <td>0</td>\n      <td>1</td>\n      <td>365</td>\n      <td>saturday</td>\n    </tr>\n    <tr>\n      <th>626</th>\n      <td>20210403</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>4</td>\n      <td>13</td>\n      <td>1</td>\n      <td>1</td>\n      <td>3</td>\n      <td>93</td>\n      <td>7</td>\n      <td>2021-04-03</td>\n      <td>30</td>\n      <td>365</td>\n      <td>91</td>\n      <td>1</td>\n      <td>0</td>\n      <td>1</td>\n      <td>365</td>\n      <td>saturday</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 229,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668442948509
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "date_vars = [\"date_id\", \"quarter\", \"month\", \"day\", \"day_of_week\", \"week_of_month\", \"is_weekend\", \"is_holiday\"]"
      ],
      "outputs": [],
      "execution_count": 230,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668442950736
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# examine numerical features in slimmed dataset\n",
        "date_df.describe()"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 231,
          "data": {
            "text/plain": "            date_id    year     quarter       month  week_of_year  \\\ncount  3.650000e+02   365.0  365.000000  365.000000    365.000000   \nmean   2.021067e+07  2021.0    2.509589    6.526027     26.578082   \nstd    3.454755e+02     0.0    1.118300    3.452584     15.081739   \nmin    2.021010e+07  2021.0    1.000000    1.000000      1.000000   \n25%    2.021040e+07  2021.0    2.000000    4.000000     14.000000   \n50%    2.021070e+07  2021.0    3.000000    7.000000     27.000000   \n75%    2.021100e+07  2021.0    4.000000   10.000000     40.000000   \nmax    2.021123e+07  2021.0    4.000000   12.000000     53.000000   \n\n       week_of_month  weekday_in_month         day  day_of_year  day_of_week  \\\ncount     365.000000        365.000000  365.000000   365.000000   365.000000   \nmean        2.695890          2.698630   15.720548   183.000000     4.005479   \nstd         1.316885          1.269734    8.808321   105.510663     2.002738   \nmin         0.000000          1.000000    1.000000     1.000000     1.000000   \n25%         2.000000          2.000000    8.000000    92.000000     2.000000   \n50%         3.000000          3.000000   16.000000   183.000000     4.000000   \n75%         4.000000          4.000000   23.000000   274.000000     6.000000   \nmax         5.000000          5.000000   31.000000   365.000000     7.000000   \n\n       days_in_month  days_in_year  days_in_quarter  is_weekend  is_holiday  \\\ncount     365.000000         365.0       365.000000  365.000000  365.000000   \nmean       30.441096         365.0        91.257534    0.284932    0.175342   \nstd         0.841871           0.0         0.828397    0.452001    0.380782   \nmin        28.000000         365.0        90.000000    0.000000    0.000000   \n25%        30.000000         365.0        91.000000    0.000000    0.000000   \n50%        31.000000         365.0        92.000000    0.000000    0.000000   \n75%        31.000000         365.0        92.000000    1.000000    0.000000   \nmax        31.000000         365.0        92.000000    1.000000    1.000000   \n\n       is_working_day  days_in_year_for_week  \ncount      365.000000                  365.0  \nmean         0.824658                  365.0  \nstd          0.380782                    0.0  \nmin          0.000000                  365.0  \n25%          1.000000                  365.0  \n50%          1.000000                  365.0  \n75%          1.000000                  365.0  \nmax          1.000000                  365.0  ",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>date_id</th>\n      <th>year</th>\n      <th>quarter</th>\n      <th>month</th>\n      <th>week_of_year</th>\n      <th>week_of_month</th>\n      <th>weekday_in_month</th>\n      <th>day</th>\n      <th>day_of_year</th>\n      <th>day_of_week</th>\n      <th>days_in_month</th>\n      <th>days_in_year</th>\n      <th>days_in_quarter</th>\n      <th>is_weekend</th>\n      <th>is_holiday</th>\n      <th>is_working_day</th>\n      <th>days_in_year_for_week</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>count</th>\n      <td>3.650000e+02</td>\n      <td>365.0</td>\n      <td>365.000000</td>\n      <td>365.000000</td>\n      <td>365.000000</td>\n      <td>365.000000</td>\n      <td>365.000000</td>\n      <td>365.000000</td>\n      <td>365.000000</td>\n      <td>365.000000</td>\n      <td>365.000000</td>\n      <td>365.0</td>\n      <td>365.000000</td>\n      <td>365.000000</td>\n      <td>365.000000</td>\n      <td>365.000000</td>\n      <td>365.0</td>\n    </tr>\n    <tr>\n      <th>mean</th>\n      <td>2.021067e+07</td>\n      <td>2021.0</td>\n      <td>2.509589</td>\n      <td>6.526027</td>\n      <td>26.578082</td>\n      <td>2.695890</td>\n      <td>2.698630</td>\n      <td>15.720548</td>\n      <td>183.000000</td>\n      <td>4.005479</td>\n      <td>30.441096</td>\n      <td>365.0</td>\n      <td>91.257534</td>\n      <td>0.284932</td>\n      <td>0.175342</td>\n      <td>0.824658</td>\n      <td>365.0</td>\n    </tr>\n    <tr>\n      <th>std</th>\n      <td>3.454755e+02</td>\n      <td>0.0</td>\n      <td>1.118300</td>\n      <td>3.452584</td>\n      <td>15.081739</td>\n      <td>1.316885</td>\n      <td>1.269734</td>\n      <td>8.808321</td>\n      <td>105.510663</td>\n      <td>2.002738</td>\n      <td>0.841871</td>\n      <td>0.0</td>\n      <td>0.828397</td>\n      <td>0.452001</td>\n      <td>0.380782</td>\n      <td>0.380782</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>min</th>\n      <td>2.021010e+07</td>\n      <td>2021.0</td>\n      <td>1.000000</td>\n      <td>1.000000</td>\n      <td>1.000000</td>\n      <td>0.000000</td>\n      <td>1.000000</td>\n      <td>1.000000</td>\n      <td>1.000000</td>\n      <td>1.000000</td>\n      <td>28.000000</td>\n      <td>365.0</td>\n      <td>90.000000</td>\n      <td>0.000000</td>\n      <td>0.000000</td>\n      <td>0.000000</td>\n      <td>365.0</td>\n    </tr>\n    <tr>\n      <th>25%</th>\n      <td>2.021040e+07</td>\n      <td>2021.0</td>\n      <td>2.000000</td>\n      <td>4.000000</td>\n      <td>14.000000</td>\n      <td>2.000000</td>\n      <td>2.000000</td>\n      <td>8.000000</td>\n      <td>92.000000</td>\n      <td>2.000000</td>\n      <td>30.000000</td>\n      <td>365.0</td>\n      <td>91.000000</td>\n      <td>0.000000</td>\n      <td>0.000000</td>\n      <td>1.000000</td>\n      <td>365.0</td>\n    </tr>\n    <tr>\n      <th>50%</th>\n      <td>2.021070e+07</td>\n      <td>2021.0</td>\n      <td>3.000000</td>\n      <td>7.000000</td>\n      <td>27.000000</td>\n      <td>3.000000</td>\n      <td>3.000000</td>\n      <td>16.000000</td>\n      <td>183.000000</td>\n      <td>4.000000</td>\n      <td>31.000000</td>\n      <td>365.0</td>\n      <td>92.000000</td>\n      <td>0.000000</td>\n      <td>0.000000</td>\n      <td>1.000000</td>\n      <td>365.0</td>\n    </tr>\n    <tr>\n      <th>75%</th>\n      <td>2.021100e+07</td>\n      <td>2021.0</td>\n      <td>4.000000</td>\n      <td>10.000000</td>\n      <td>40.000000</td>\n      <td>4.000000</td>\n      <td>4.000000</td>\n      <td>23.000000</td>\n      <td>274.000000</td>\n      <td>6.000000</td>\n      <td>31.000000</td>\n      <td>365.0</td>\n      <td>92.000000</td>\n      <td>1.000000</td>\n      <td>0.000000</td>\n      <td>1.000000</td>\n      <td>365.0</td>\n    </tr>\n    <tr>\n      <th>max</th>\n      <td>2.021123e+07</td>\n      <td>2021.0</td>\n      <td>4.000000</td>\n      <td>12.000000</td>\n      <td>53.000000</td>\n      <td>5.000000</td>\n      <td>5.000000</td>\n      <td>31.000000</td>\n      <td>365.000000</td>\n      <td>7.000000</td>\n      <td>31.000000</td>\n      <td>365.0</td>\n      <td>92.000000</td>\n      <td>1.000000</td>\n      <td>1.000000</td>\n      <td>1.000000</td>\n      <td>365.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 231,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668442952882
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "date_df = date_df[date_vars]"
      ],
      "outputs": [],
      "execution_count": 232,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668442955331
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of date data dataframe\n",
        "print('Date data:')\n",
        "date_df.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Date data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 233,
          "data": {
            "text/plain": "      date_id  quarter  month  day  day_of_week  week_of_month  is_weekend  \\\n622  20210109        1      1    9            7              1           1   \n623  20210116        1      1   16            7              2           1   \n624  20210424        2      4   24            7              4           1   \n625  20210410        2      4   10            7              2           1   \n626  20210403        2      4    3            7              1           1   \n\n     is_holiday  \n622           0  \n623           0  \n624           0  \n625           0  \n626           0  ",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>date_id</th>\n      <th>quarter</th>\n      <th>month</th>\n      <th>day</th>\n      <th>day_of_week</th>\n      <th>week_of_month</th>\n      <th>is_weekend</th>\n      <th>is_holiday</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>622</th>\n      <td>20210109</td>\n      <td>1</td>\n      <td>1</td>\n      <td>9</td>\n      <td>7</td>\n      <td>1</td>\n      <td>1</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>623</th>\n      <td>20210116</td>\n      <td>1</td>\n      <td>1</td>\n      <td>16</td>\n      <td>7</td>\n      <td>2</td>\n      <td>1</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>624</th>\n      <td>20210424</td>\n      <td>2</td>\n      <td>4</td>\n      <td>24</td>\n      <td>7</td>\n      <td>4</td>\n      <td>1</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>625</th>\n      <td>20210410</td>\n      <td>2</td>\n      <td>4</td>\n      <td>10</td>\n      <td>7</td>\n      <td>2</td>\n      <td>1</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>626</th>\n      <td>20210403</td>\n      <td>2</td>\n      <td>4</td>\n      <td>3</td>\n      <td>7</td>\n      <td>1</td>\n      <td>1</td>\n      <td>0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 233,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668442957411
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# aq data\n",
        "aq_df = pd.read_csv('../data/2021/aq_data_2021.csv',\n",
        "                                 header=0, sep=';', quotechar='\"')"
      ],
      "outputs": [],
      "execution_count": 24,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668411307510
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "aq_df = aq_df[aq_df.district==1]"
      ],
      "outputs": [],
      "execution_count": 25,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668411307941
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "aq_df = aq_df[aq_df.station==35]"
      ],
      "outputs": [],
      "execution_count": 27,
      "metadata": {
        "gather": {
          "logged": 1668411316794
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "aq_df_8_no2 = aq_df[aq_df.magnitude==8]"
      ],
      "outputs": [],
      "execution_count": 28,
      "metadata": {
        "gather": {
          "logged": 1668411318215
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of aq dataframe\n",
        "print('AQ data:')\n",
        "aq_df_8_no2.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "AQ data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 29,
          "data": {
            "text/plain": "       province  municipality  station  magnitude sampling_point  year  month  \\\n16681        28            79       35          8   28079035_8_8  2021      4   \n16682        28            79       35          8   28079035_8_8  2021      4   \n16683        28            79       35          8   28079035_8_8  2021      4   \n16684        28            79       35          8   28079035_8_8  2021      4   \n16685        28            79       35          8   28079035_8_8  2021      4   \n\n       day  hour  value    date_iso   date_id  district  \n16681   10     1    8.0  2021-04-10  20210410       1.0  \n16682   10     2    6.0  2021-04-10  20210410       1.0  \n16683   10     3    5.0  2021-04-10  20210410       1.0  \n16684   10     4   10.0  2021-04-10  20210410       1.0  \n16685   10     5    8.0  2021-04-10  20210410       1.0  ",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>province</th>\n      <th>municipality</th>\n      <th>station</th>\n      <th>magnitude</th>\n      <th>sampling_point</th>\n      <th>year</th>\n      <th>month</th>\n      <th>day</th>\n      <th>hour</th>\n      <th>value</th>\n      <th>date_iso</th>\n      <th>date_id</th>\n      <th>district</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>16681</th>\n      <td>28</td>\n      <td>79</td>\n      <td>35</td>\n      <td>8</td>\n      <td>28079035_8_8</td>\n      <td>2021</td>\n      <td>4</td>\n      <td>10</td>\n      <td>1</td>\n      <td>8.0</td>\n      <td>2021-04-10</td>\n      <td>20210410</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>16682</th>\n      <td>28</td>\n      <td>79</td>\n      <td>35</td>\n      <td>8</td>\n      <td>28079035_8_8</td>\n      <td>2021</td>\n      <td>4</td>\n      <td>10</td>\n      <td>2</td>\n      <td>6.0</td>\n      <td>2021-04-10</td>\n      <td>20210410</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>16683</th>\n      <td>28</td>\n      <td>79</td>\n      <td>35</td>\n      <td>8</td>\n      <td>28079035_8_8</td>\n      <td>2021</td>\n      <td>4</td>\n      <td>10</td>\n      <td>3</td>\n      <td>5.0</td>\n      <td>2021-04-10</td>\n      <td>20210410</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>16684</th>\n      <td>28</td>\n      <td>79</td>\n      <td>35</td>\n      <td>8</td>\n      <td>28079035_8_8</td>\n      <td>2021</td>\n      <td>4</td>\n      <td>10</td>\n      <td>4</td>\n      <td>10.0</td>\n      <td>2021-04-10</td>\n      <td>20210410</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>16685</th>\n      <td>28</td>\n      <td>79</td>\n      <td>35</td>\n      <td>8</td>\n      <td>28079035_8_8</td>\n      <td>2021</td>\n      <td>4</td>\n      <td>10</td>\n      <td>5</td>\n      <td>8.0</td>\n      <td>2021-04-10</td>\n      <td>20210410</td>\n      <td>1.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 29,
      "metadata": {
        "gather": {
          "logged": 1668411320398
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "aq_vars = [\"value\", \"hour\"]"
      ],
      "outputs": [],
      "execution_count": 30,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668411324274
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "aq_df_8_no2 = aq_df_8_no2[aq_vars]"
      ],
      "outputs": [],
      "execution_count": 31,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668411325510
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of aq dataframe\n",
        "print('AQ data:')\n",
        "aq_df_8_no2.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "AQ data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 32,
          "data": {
            "text/plain": "       value  hour\n16681    8.0     1\n16682    6.0     2\n16683    5.0     3\n16684   10.0     4\n16685    8.0     5",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>value</th>\n      <th>hour</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>16681</th>\n      <td>8.0</td>\n      <td>1</td>\n    </tr>\n    <tr>\n      <th>16682</th>\n      <td>6.0</td>\n      <td>2</td>\n    </tr>\n    <tr>\n      <th>16683</th>\n      <td>5.0</td>\n      <td>3</td>\n    </tr>\n    <tr>\n      <th>16684</th>\n      <td>10.0</td>\n      <td>4</td>\n    </tr>\n    <tr>\n      <th>16685</th>\n      <td>8.0</td>\n      <td>5</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 32,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668411326991
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "aq_df_8_no2_mean = aq_df_8_no2.groupby('hour')[\"value\"].mean()"
      ],
      "outputs": [],
      "execution_count": 26,
      "metadata": {
        "gather": {
          "logged": 1668355109573
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "aq_df_8_no2_mean"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 27,
          "data": {
            "text/plain": "hour\n1     31.784153\n2     28.612022\n3     24.491803\n4     21.434426\n5     20.530055\n6     20.937158\n7     23.286885\n8     32.040984\n9     40.486339\n10    40.642077\n11    37.024590\n12    34.333333\n13    30.030055\n14    26.978142\n15    24.062842\n16    22.158470\n17    22.174863\n18    24.103825\n19    26.844262\n20    29.909836\n21    33.448087\n22    37.551913\n23    39.005464\n24    36.464481\nName: value, dtype: float64"
          },
          "metadata": {}
        }
      ],
      "execution_count": 27,
      "metadata": {
        "gather": {
          "logged": 1668355111401
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "aq_df_8_no2_max = aq_df_8_no2.groupby('hour')[\"value\"].max()"
      ],
      "outputs": [],
      "execution_count": 28,
      "metadata": {
        "gather": {
          "logged": 1668355119520
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "aq_df_8_no2_max"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 29,
          "data": {
            "text/plain": "hour\n1     112.0\n2     121.0\n3      98.0\n4      89.0\n5      76.0\n6      66.0\n7      74.0\n8      85.0\n9      94.0\n10    108.0\n11    121.0\n12    115.0\n13    106.0\n14    120.0\n15     90.0\n16     95.0\n17     97.0\n18    102.0\n19    102.0\n20    101.0\n21    138.0\n22    133.0\n23    148.0\n24    146.0\nName: value, dtype: float64"
          },
          "metadata": {}
        }
      ],
      "execution_count": 29,
      "metadata": {
        "gather": {
          "logged": 1668355121591
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# create histograms of each variable\n",
        "%matplotlib inline\n",
        "import matplotlib.pyplot as plt\n",
        "aq_df_8_no2.hist(bins=50, figsize=(20,15))\n",
        "plt.show()"
      ],
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 1440x1080 with 2 Axes>",
            "image/png": 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mDgEANFJVz6uq36mqf1VVn6iqvzsdf3FVfbiqTlbVr1XVc6bjz52un5xuP7DK9QMA8ycOAQD08rUkrxpj/OUkNyV5TVW9MsnPJLlrjPGSJE8muWM6/44kT07H75rOAwD2EHEIAKCRsenMdPXZ07+R5FVJ7puO35vk9dPlW6frmW5/dVXVkpYLACxBjTFWvYasr6+PEydOzH3uxsZGDh06NPe553LgyPGl3M+po7ec97Zl7nfVOu01sd+9rNNek177vVL3WlUPjzHWV70OFquqnpXk4SQvSfIPk/z3SR6anh2UqrohyW+OMV5aVR9P8poxxmPTbf8myXeOMb74jJmHkxxOkrW1tZcfO3YsSXLmzJns379/Lut+5PTTO55z8LqrL3vOPGYsc86FZqxdlTzx1eXuaRZ77XNwvjlbj/9uWMulzFnW/SxizvbHftVrWeScZX1NznpfW3PO9fhf7Ix5rWXRc3bT1+SW7d97b7755pl+tts3t3sHAOCKMMb4epKbquqaJP8syV+cw8y7k9ydbP7ibyuOzjOU3j7DL+NO3bbzfe00Zx4zljnnQjPuPHg273hk31L3NIu99jk435ytx383rOVS5izrfhYxZ/tjv+q1LHLOsr4mZ72vrTnnevwvdsa81rLoObvpa3LLpXzv9bIyAICmxhhPJflgku9Kck1Vbf0kf32S09Pl00luSJLp9quTfGnJSwUAFkgcAgBopKq+ZXrGUKrqqiR/Jcmj2YxE3z+d9sYk75su3z9dz3T7B8ZueF8CAGBuvKwMAKCXa5PcO73v0Dckee8Y44Gq+mSSY1X195P8bpJ7pvPvSfI/V9XJJF9O8oZVLBoAWBxxCACgkTHGx5J8xzmOfyrJK85x/E+S/MASlgYArIiXlQEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANLZv1Qu4Ehw4cnzVSwAAAABYCM8cAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhspjhUVddU1X1V9a+r6tGq+q6q+uaq+q2q+r3pvy+Yzq2qemdVnayqj1XVyxa7BQAAAAAu1azPHPq5JP/bGOMvJvnLSR5NciTJg2OMG5M8OF1PktcmuXH6dzjJu+a6YgAAAADmZsc4VFVXJ/mPktyTJGOM/2eM8VSSW5PcO512b5LXT5dvTfJLY9NDSa6pqmvnvnIAAAAALtsszxx6cZIvJPnFqvrdqvrHVfX8JGtjjMencz6XZG26fF2Sz277+MemYwAAAADsMvtmPOdlSf7WGOPDVfVz+bOXkCVJxhijqsbF3HFVHc7my86ytraWjY2Ni/nwmZw5c2Yuc+88ePbyFzMnF9rPvPZ7Jei018R+97JOe0167bfTXgEAuLLNEoceS/LYGOPD0/X7shmHnqiqa8cYj08vG/v8dPvpJDds+/jrp2N/zhjj7iR3J8n6+vo4dOjQpe3gAjY2NjKPubcfOX75i5mTU7cdOu9t89rvlaDTXhP73cs67TXptd9OewUA4Mq248vKxhifS/LZqvoPpkOvTvLJJPcneeN07I1J3jddvj/JD09/teyVSZ7e9vIzAABWqKpuqKoPVtUnq+oTVfUT0/GfrqrTVfXR6d/rtn3M26a/RPt/V9V/urrVAwCLMMszh5LkbyX55ap6TpJPJXlTNsPSe6vqjiSfSfKD07nvT/K6JCeTfGU6FwCA3eFskjvHGB+pqm9K8nBV/dZ0211jjJ/dfnJVfVuSNyT59iTfmuRfVNW/P8b4+lJXDQAszExxaIzx0STr57jp1ec4dyR582WuCwCABZie0f34dPmPqurRXPiPh9ya5NgY42tJPl1VJ5O8Isn/tfDFAgBLUZstZ7XW19fHiRMn5j53Xu/3cGA3vefQ0VvOe1un97fotNfEfveyTntNeu33St1rVT08xjjXL4TYg6rqQJLfTvLSJG9JcnuSP0xyIpvPLnqyqn4+yUNjjH8yfcw9SX5zjHHfM2Zt/2MjLz927FiSzTdn379//1zW+8jpp3c85+B1V1/2nHnMWOacC81Yuyp54qvL3dMs9trn4Hxzth7/3bCWS5mzrPtZxJztj/2q17LIOcv6mpz1vrbmnOvxv9gZ81rLoufspq/JLdu/9958880z/Ww368vKAADYQ6pqf5JfT/K3xxh/WFXvSvL3kozpv+9I8iOzzjvfHxuZZyid5Y+EXOiPd8w6Zx4zljnnQjPuPHg273hk31L3NIu99jk435ytx383rOVS5izrfhYxZ/tjv+q1LHLOsr4mZ72vrTnnevwvdsa81rLoObvpa3LLpXzv3fENqQEA2Fuq6tnZDEO/PMb4jSQZYzwxxvj6GOP/S/IL2XzpWDLjX6IFAK5c4hAAQCNVVUnuSfLoGOMfbDt+7bbTvi/Jx6fL9yd5Q1U9t6penOTGJL+zrPUCAIvnZWUAAL18d5K/keSRqvrodOwnk/xQVd2UzZeVnUryY0kyxvhEVb03ySez+ZfO3uwvlQHA3iIOAQA0Msb4UJI6x03vv8DHvD3J2xe2KABgpbysDAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoLF9q14AF+fAkePnve3Og2dz+5HjOXX0liWuCAAAALiSeeYQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj+1a9AObvwJHjO55z6ugtS1gJAAAAsNt55hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPiEAAAAEBj4hAAQCNVdUNVfbCqPllVn6iqn5iOf3NV/VZV/d703xdMx6uq3llVJ6vqY1X1stXuAACYN3EIAKCXs0nuHGN8W5JXJnlzVX1bkiNJHhxj3Jjkwel6krw2yY3Tv8NJ3rX8JQMAiyQOAQA0MsZ4fIzxkenyHyV5NMl1SW5Ncu902r1JXj9dvjXJL41NDyW5pqquXfKyAYAFqjHGqteQ9fX1ceLEibnP3djYyKFDhy57zoEjxy9/MUtw58Gzeccj+2Y699TRWxa8msWa1+f2SmG/e1envSa99nul7rWqHh5jrK96HSxHVR1I8ttJXprk98cY10zHK8mTY4xrquqBJEfHGB+abnswyVvHGCeeMetwNp9ZlLW1tZcfO3YsSXLmzJns379/Lut95PTTO55z8LqrL3vOPGYsc86FZqxdlTzx1eXuaRZ77XNwvjlbj/9uWMulzFnW/SxizvbHftVrWeScZX1NznpfW3PO9fhf7Ix5rWXRc3bT1+SW7d97b7755pl+tputJAAAsKdU1f4kv57kb48x/nCzB20aY4yquqjfII4x7k5yd7L5i7+tODrPUHr7DL+wO3Xbzve105x5zFjmnAvN2Prl4TL3NIu99jk435ztv7xd9VouZc6y7mcRc871i/Mr8XMwj6+VWcx7ved74sJueuzmNWc3fU1uuZTvvV5WBgDQTFU9O5th6JfHGL8xHX5i6+Vi038/Px0/neSGbR9+/XQMANgjxCEAgEaml4zdk+TRMcY/2HbT/UneOF1+Y5L3bTv+w9NfLXtlkqfHGI8vbcEAwMJ5WRkAQC/fneRvJHmkqj46HfvJJEeTvLeq7kjymSQ/ON32/iSvS3IyyVeSvGm5ywUAFk0cAgBoZHpj6TrPza8+x/kjyZsXuigAYKW8rAwAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoLF9q14Aq3HgyPEdzzl19JYlrAQAAABYJc8cAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhMHAIAAABoTBwCAAAAaEwcAgAAAGhs5jhUVc+qqt+tqgem6y+uqg9X1cmq+rWqes50/LnT9ZPT7QcWs3QAAAAALtfFPHPoJ5I8uu36zyS5a4zxkiRPJrljOn5Hkien43dN5wEAAACwC80Uh6rq+iS3JPnH0/VK8qok902n3Jvk9dPlW6frmW5/9XQ+AAAAALvMvhnP+x+S/FdJvmm6/sIkT40xzk7XH0ty3XT5uiSfTZIxxtmqeno6/4vbB1bV4SSHk2RtbS0bGxuXuIXzO3PmzFzm3nnw7M4n7QJrV813rYv4nMzLvD63Vwr73bs67TXptd9OewUA4Mq2Yxyqqu9N8vkxxsNVdWhedzzGuDvJ3Umyvr4+Dh2a2+g/tbGxkXnMvf3I8ctfzBLcefBs3vHIrL1vZ6duOzS3WfM2r8/tlcJ+91G1uK4AAB0XSURBVK5Oe0167bfTXgEAuLLNUhK+O8lfq6rXJXlekr+Q5OeSXFNV+6ZnD12f5PR0/ukkNyR5rKr2Jbk6yZfmvnIAAAAALtuO7zk0xnjbGOP6McaBJG9I8oExxm1JPpjk+6fT3pjkfdPl+6frmW7/wBhjzHXVAAAAAMzFxfy1smd6a5K3VNXJbL6n0D3T8XuSvHA6/pYkRy5viQAAAAAsykW9Qc0YYyPJxnT5U0lecY5z/iTJD8xhbQAAAAAs2OU8cwgAAACAK5w4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Ni+VS+A3evAkeMXvP3U0VuWtBIAAABgUTxzCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKCxfatewKodOHJ81UsAAFiaqnp3ku9N8vkxxkunYz+d5EeTfGE67SfHGO+fbntbkjuSfD3Jj48x/velLxoAWCjPHAIA6OU9SV5zjuN3jTFumv5thaFvS/KGJN8+fcz/VFXPWtpKAYClEIcAABoZY/x2ki/PePqtSY6NMb42xvh0kpNJXrGwxQEAKyEOAQCQJP9FVX2sqt5dVS+Yjl2X5LPbznlsOgYA7CE1xlj1GrK+vj5OnDgx97kbGxs5dOjQBc/ZS+85dOfBs3nHI8t7G6lTR29Z2n090yyf273EfveuTntNeu33St1rVT08xlhf9TpYrKo6kOSBbe85tJbki0lGkr+X5Noxxo9U1c8neWiM8U+m8+5J8ptjjPvOMfNwksNJsra29vJjx44lSc6cOZP9+/fPZd2PnH56x3MOXnf1Zc+Zx4xlzrnQjLWrkie+utw9zWKvfQ7ON2fr8d8Na7mUOcu6n0XM2f7Yr3oti5yzrK/JWe9ra865Hv+LnTGvtSx6zm76mtyy/XvvzTffPNPPdu3fkBoAoLsxxhNbl6vqF5I8MF09neSGbadePx0714y7k9ydbP7ibyuOzjOU3j7DL/VO3bbzfe00Zx4zljnnQjO2fnm4zD3NYq99Ds43Z/svb1e9lkuZs6z7WcScc/3i/Er8HMzja2UW817v+Z64sJseu3nN2U1fk1su5Xuvl5UBADRXVdduu/p9ST4+Xb4/yRuq6rlV9eIkNyb5nWWvDwBYLM8cAgBopKp+NcmhJC+qqseS/FSSQ1V1UzZfVnYqyY8lyRjjE1X13iSfTHI2yZvHGF9fxboBgMURhwAAGhlj/NA5Dt9zgfPfnuTti1sRALBqXlYGAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Ni+VS8ADhw5vuM5p47esoSVAAAAQD+eOQQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQmDgEAAAA0Jg4BAAAANCYOAQAAADQ2L5VL4Ar14Ejx3c859TRW5awEgAAAOBSeeYQAAAAQGPiEAAAAEBj4hAAAABAY+IQAAAAQGPekJqFmuVNqwEAAIDV8cwhAAAAgMbEIQAAAIDGxCEAAACAxsQhAAAAgMbEIQAAAIDGxCEAAACAxsQhAAAAgMbEIQAAAIDGxCEAAACAxsQhAAAAgMbEIQAAAIDGxCEAAACAxsQhAAAAgMbEIQAAAIDGxCEAAACAxsQhAAAAgMbEIQAAAIDGxCEAAACAxsQhAAAAgMbEIQAAAIDGxCEAAACAxsQhAAAAgMbEIQAAAIDGxCEAAACAxsQhAAAAgMbEIQAAAIDGxCEAAACAxsQhAAAAgMbEIQAAAIDGxCEAAACAxsQhAAAAgMbEIQAAAIDGxCEAAACAxsQhAAAAgMbEIQAAAIDGxCEAAACAxvategEwiwNHjv+563cePJvbn3Hs1NFblrkkAAAA2BM8cwgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAAACgMXEIAAAAoDFxCAAAAKAxcQgAoJGqendVfb6qPr7t2DdX1W9V1e9N/33BdLyq6p1VdbKqPlZVL1vdygGARRGHAAB6eU+S1zzj2JEkD44xbkzy4HQ9SV6b5Mbp3+Ek71rSGgGAJRKHAAAaGWP8dpIvP+PwrUnunS7fm+T1247/0tj0UJJrqura5awUAFgWcQgAgLUxxuPT5c8lWZsuX5fks9vOe2w6BgDsITXGWPUasr6+Pk6cODH3uRsbGzl06NAFzzlw5Pjc73dV7jx4Nu94ZN+ql7EU59rrqaO3rGg1izfL/8t7Saf9dtpr0mu/V+peq+rhMcb6qtfBYlXVgSQPjDFeOl1/aoxxzbbbnxxjvKCqHkhydIzxoen4g0neOsb4t35wq6rD2XzpWdbW1l5+7NixJMmZM2eyf//+uaz7kdNP73jOweuuvuw585ixzDkXmrF2VfLEV5e7p1nstc/B+eZsPf67YS2XMmdZ97OIOf9/e/cbK9l51wf8+1OW0CRGOGnKktpur6EWlYuL465SV0RoTVpwshFOJeQmMsROg9xKjghoq+omSKV9UWmrNkBRadQtCTZSiIlCTFZsoERuVsCLpHH+ECcxKVZyQ7xybKCJiQmCLjx9MeeWYXPv3rnrmTn3nufzkVZ35szZZ37Pee65c+Y7zzkzv+3HrmWV7axrn1z0ubbb2Wn777eNZdWy6nYO0j65bf6195Zbblno2K6PJAEAgEt5oqpe1Fp7fDht7Mlh+fkk18ytd/Ww7Gu01k4nOZ3MPvjbDkeXGZTetcCHelt37P1ce7WzjDbW2c6l2tj+QG2dfVrE1MZgt3bmP9Acu5bLaWddz7OKdnb8MPkQjsEy9pVFLLve3SYuHKRtt6x2DtI+ue1yXnudVgYAwJkkdw6370zy3rnlrx2+tezmJE/NnX4GAEyEmUN0Y5FTCKd8ahoAJElVvTPJ8SQvrKrHkvx4klNJ3lVVr0/y+SS3D6u/L8krkjya5KtJXrf2ggGAlRMOAQB0pLX2ml0eetkO67Yk96y2IgBgbE4rAwAAAOiYcAgAAACgY8IhAAAAgI4JhwAAAAA6JhwCAAAA6JhwCAAAAKBjwiEAAACAjgmHAAAAADp2ZOwC4CDZ2Dy75zpbp06soRIAAABYDzOHAAAAADomHAIAAADomHAIAAAAoGOuOcRkLHK9IAAAAOCvMnMIAAAAoGPCIQAAAICOCYcAAAAAOiYcAgAAAOiYcAgAAACgY8IhAAAAgI4JhwAAAAA6JhwCAAAA6JhwCAAAAKBjwiEAAACAjgmHAAAAADomHAIAAADo2J7hUFVdU1UfqKpPV9WnquqNw/IXVNX7q+p3h5/PH5ZXVf10VT1aVZ+oqptW3QkAAAAALs8iM4cuJDnZWrs+yc1J7qmq65NsJnmwtXZdkgeH+0ny8iTXDf/uTvLWpVcNAAAAwFLsGQ611h5vrX10uP2VJI8kuSrJbUnuG1a7L8mrhtu3Jfn5NvPBJFdW1YuWXjkAAAAAz9iR/axcVRtJXpzkQ0mOttYeHx76YpKjw+2rknxh7r89Nix7fG5ZquruzGYW5ejRozl37tz+Kl/A008/vWe7J2+4sPTnHcvR50yrP5cyZl9X8bu6l0V+l6ekp/721Nekr/721FcAAA63hcOhqroiyS8l+ZHW2h9V1f9/rLXWqqrt54lba6eTnE6SY8eOtePHj+/nvy/k3Llz2avduzbPLv15x3Lyhgt5y8P7yvsOrTH7unXH8bU/5yK/y1PSU3976mvSV3976isAAIfbQt9WVlVfl1kw9I7W2nuGxU9sny42/HxyWH4+yTVz//3qYRkAAAAAB8wi31ZWSd6W5JHW2k/MPXQmyZ3D7TuTvHdu+WuHby27OclTc6efAQAAAHCALHJezncm+cEkD1fVx4dlb05yKsm7qur1ST6f5PbhsfcleUWSR5N8NcnrlloxAAAAAEuzZzjUWvutJLXLwy/bYf2W5J5nWBcAAAAAa7DQNYcAAAAAmCbhEAAAAEDHhEMAAAAAHRMOAQAAAHRMOAQAAADQMeEQAAAAQMeEQwAAAAAdEw4BAAAAdEw4BAAAANAx4RAAAABAx4RDAAAAAB07MnYBcNhsbJ7dc52tUyfWUAkAAAA8c2YOAQAAAHRMOAQAAADQMeEQAAAAQMeEQwAAAAAdEw4BAAAAdEw4BAAAANAx4RAAAABAx4RDAAAAAB0TDgEAAAB0TDgEAAAA0DHhEAAAAEDHhEMAAAAAHRMOAQAAAHRMOAQAAADQMeEQAAAAQMeOjF0AsLuNzbNJkpM3XMhdw+15W6dOrLskAAAAJkY4BCuwsUOQczHBDgAAAAeB08oAAAAAOiYcAgAAAOiYcAgAAACgY8IhAAAAgI4JhwAAAAA6JhwCAAAA6JhwCAAAAKBjwiEAAACAjgmHAAAAADomHAIAAADomHAIAAAAoGPCIQAAAICOHRm7AOjVxubZsUsAAAAAM4cAAAAAeiYcAgAAAOiYcAgAAACgY8IhAAAAgI4JhwAAAAA6JhwCAAAA6JhwCAAAAKBjwiEAAACAjgmHAAAAADomHAIAAADomHAIAAAAoGPCIQAAAICOCYcAAAAAOiYcAgAAAOiYcAgAAACgY8IhAAAAgI4dGbsA4PJtbJ7dc52tUyfWUAkAAACHlZlDAAAAAB0TDgEAAAB0TDgEAAAA0DHhEAAAAEDHhEMAAAAAHfNtZQAAJEmqaivJV5L8eZILrbVjVfWCJL+YZCPJVpLbW2tfGqtGAGD5zBwCAGDeLa21G1trx4b7m0kebK1dl+TB4T4AMCHCIQAALuW2JPcNt+9L8qoRawEAVqBaa2PXkGPHjrWHHnpo6e2eO3cux48fv+Q6G5tnl/68Yzl5w4W85eE+zhTsqa/JM+vv1qkTS65m9RbZd6eip74mffX3sPa1qj4yN2OEzlTV55J8KUlL8t9aa6er6suttSuHxyvJl7bvX/R/705yd5IcPXr0H9x///1JkqeffjpXXHHFUup7+PxTe65zw1Xf+IzbWUYb62znUm0cfU7yxJ+st0+LmNoY7NbO9vY/CLVcTjvrep5VtDO/7ceuZZXtrGufXPS5ttvZafvvt41l1bLqdg7SPrlt/rX3lltuWejYrp931wAA7OWlrbXzVfVNSd5fVb8z/2BrrVXVjp8sttZOJzmdzD742w5HlxmU3rXAh3pbd+z9XHu1s4w21tnOpdrY/oBpnX1axNTGYLd25j/gG7uWy2lnXc+zinZ2+nD1MI7BMvaVRSy73t0+3D5I225Z7RykfXLb5bz2Oq0MAIAkSWvt/PDzySQPJHlJkieq6kVJMvx8crwKAYBVEA4BAJCqel5VfcP27STfk+STSc4kuXNY7c4k7x2nQgBgVZxWBgBAkhxN8sDsskI5kuQXWmu/VlUfTvKuqnp9ks8nuX3EGgGAFRAOAQCQ1tpnk3zHDsv/MMnL1l8RALAuTisDAAAA6JhwCAAAAKBjwiEAAACAjgmHAAAAADomHAIAAADomHAIAAAAoGPCIQAAAICOHRm7AGC1NjbPLqWdrVMnltIOAAAAB4uZQwAAAAAdEw4BAAAAdEw4BAAAANAx4RAAAABAx4RDAAAAAB0TDgEAAAB0TDgEAAAA0DHhEAAAAEDHhEMAAAAAHRMOAQAAAHRMOAQAAADQMeEQAAAAQMeEQwAAAAAdEw4BAAAAdEw4BAAAANAx4RAAAABAx4RDAAAAAB0TDgEAAAB07MjYBQDTsbF5ds91tk6dWEMlAAAALMrMIQAAAICOCYcAAAAAOiYcAgAAAOiYcAgAAACgY8IhAAAAgI4JhwAAAAA6JhwCAAAA6JhwCAAAAKBjwiEAAACAjh0ZuwCgLxubZy/5+NapE2uqBAAAgMTMIQAAAICuCYcAAAAAOiYcAgAAAOiYcAgAAACgY8IhAAAAgI4JhwAAAAA6JhwCAAAA6NiRsQsADoeNzbNjlwAAAMAKmDkEAAAA0DHhEAAAAEDHhEMAAAAAHRMOAQAAAHRMOAQAAADQMeEQAAAAQMeEQwAAAAAdEw4BAAAAdEw4BAAAANAx4RAAAABAx4RDAAAAAB07MnYBAPM2Ns/m5A0Xctfm2V3X2Tp1Yo0VAQAATJuZQwAAAAAdEw4BAAAAdEw4BAAAANAx4RAAAABAx4RDAAAAAB3zbWXAJG1c4tvOtvnWMwAAADOHAAAAALomHAIAAADomNPKgG459QwAAMDMIQAAAICumTkEHDqLzPgBAABgMWYOAQAAAHRMOAQAAADQMeEQAAAAQMeEQwAAAAAdEw4BAAAAdEw4BAAAANAx4RAAAABAx4RDAAAAAB0TDgEAAAB0TDgEAAAA0LEjYxcAcJBtbJ59xm1snTqxhEoAAABWY9Lh0MPnn8pdS3hjBwAAADBVTisDAAAA6NikZw4BHASXOjXt5A0XFp7h6PQ0AABgFcwcAgAAAOiYcAgAAACgY8IhAAAAgI4JhwAAAAA6JhwCAAAA6JhwCAAAAKBjwiEAAACAjh0ZuwAAFrOxeXbPdbZOnVhDJQAAwJSYOQQAAADQMeEQAAAAQMeEQwAAAAAdEw4BAAAAdMwFqQE6s8iFrfeyyIWvd3qekzdcyF1zy11AGwAAxmfmEAAAAEDHzBwCmJBlzAoCAAD6spKZQ1V1a1V9pqoerarNVTwHAADr4dgOAKZt6TOHqupZSX4myT9J8liSD1fVmdbap5f9XAAcbovMdOrxukS2CweJYzsAmL5VnFb2kiSPttY+myRVdX+S25I4gACYiHWevrau57rci2xfTjtwyDi2A4CJq9bachus+v4kt7bWfmi4/4NJ/mFr7Q0XrXd3kruHu9+W5DNLLWTmhUn+YAXtHlQ99benvib6O2U99TXpq7+Hta9/u7X2N8YugoNjCcd2h3VfmArbf1y2/3hs+3HZ/uOa3/4LHduNdkHq1trpJKdX+RxV9VBr7dgqn+Mg6am/PfU10d8p66mvSV/97amvkOx+bGdfGJftPy7bfzy2/bhs/3FdzvZfxQWpzye5Zu7+1cMyAAAOH8d2ADBxqwiHPpzkuqq6tqqeneTVSc6s4HkAAFg9x3YAMHFLP62stXahqt6Q5H8keVaSt7fWPrXs51nQSk9bO4B66m9PfU30d8p66mvSV3976isTtoRjO/vCuGz/cdn+47Htx2X7j2vf23/pF6QGAAAA4PBYxWllAAAAABwSwiEAAACAjk02HKqqW6vqM1X1aFVtjl3PMlXVNVX1gar6dFV9qqreOCx/QVW9v6p+d/j5/LFrXaaqelZVfayqfmW4f21VfWgY418cLpJ56FXVlVX17qr6nap6pKr+0ZTHtqp+dPg9/mRVvbOq/tqUxraq3l5VT1bVJ+eW7TieNfPTQ78/UVU3jVf5/u3S1/84/C5/oqoeqKor5x5709DXz1TV945T9eXbqb9zj52sqlZVLxzuH+qxhcsx5WOxw6Cqtqrq4ar6eFU9NHY9U7ef13uWb5ft/2+r6vywD3y8ql4xZo1T1uv704PiEtt/X/vAJMOhqnpWkp9J8vIk1yd5TVVdP25VS3UhycnW2vVJbk5yz9C/zSQPttauS/LgcH9K3pjkkbn7/yHJT7bW/k6SLyV5/ShVLd9/TvJrrbW/m+Q7MuvzJMe2qq5K8sNJjrXWvj2zC52+OtMa23uT3HrRst3G8+VJrhv+3Z3krWuqcVnuzdf29f1Jvr219veT/O8kb0qS4W/Wq5P8veH//Nfhb/dhcm++tr+pqmuSfE+S35tbfNjHFvalg2Oxw+KW1tqNrbVjYxfSgXuz+Os9y3dvdnhNzux48sbh3/vWXFNPen1/elDstv2TfewDkwyHkrwkyaOttc+21v4syf1Jbhu5pqVprT3eWvvocPsrmYUHV2XWx/uG1e5L8qpxKly+qro6yYkkPzvcryTfneTdwyqT6G9VfWOS70rytiRprf1Za+3LmfDYZvatic+pqiNJnpvk8UxobFtrv5Hk/1y0eLfxvC3Jz7eZDya5sqpetJ5Kn7md+tpa+/XW2oXh7geTXD3cvi3J/a21P22tfS7Jo5n97T40dhnbJPnJJP86yfw3PhzqsYXLMOljMbjYPl/vWbJLvCazBj2+Pz1ILrH992Wq4dBVSb4wd/+xXMbGOQyqaiPJi5N8KMnR1trjw0NfTHJ0pLJW4acye7P1F8P9v57ky3NvOqcyxtcm+f0kP1ezU+h+tqqel4mObWvtfJL/lNkMi8eTPJXkI5nm2M7bbTyn/rfrnyf51eH2JPtaVbclOd9a++2LHppkf+ES/M6PryX59ar6SFXdPXYxnZrk8dsh84bhdO63O6VpPTp6f3ogXbT9k33sA1MNh7pQVVck+aUkP9Ja+6P5x1prLX/1U+tDq6pemeTJ1tpHxq5lDY4kuSnJW1trL07yx7lo+uXExvb5mX2icG2Sv5nkedl5SvBkTWk8L6WqfiyzKa/vGLuWVamq5yZ5c5J/M3YtAEle2lq7KbNT++6pqu8au6Ce9fJ6f8C8Ncm3Jrkxsw8h3zJuOdPXy/vTg2qH7b+vfWCq4dD5JNfM3b96WDYZVfV1mQ38O1pr7xkWP7F9msLw88mx6luy70zyfVW1ldm09O/O7Lo8Vw6nIiXTGePHkjzWWttOet+dWVg01bH9x0k+11r7/dba/03ynszGe4pjO2+38Zzk366quivJK5PcMRwYJNPs67dmFnT+9vD36uokH62qb840+wuX4nd+ZMPs3LTWnkzyQA7ZqbsTMdXjt0OhtfZEa+3PW2t/keS/xz6wUp29Pz1wdtr++90HphoOfTjJdTX7xqNnZ3bR0zMj17Q0w/V23pbkkdbaT8w9dCbJncPtO5O8d921rUJr7U2ttatbaxuZjeX/bK3dkeQDSb5/WG0S/W2tfTHJF6rq24ZFL0vy6Ux0bDM7nezmqnru8Hu93d/Jje1FdhvPM0leO3yz1c1JnpqbinsoVdWtmZ0S+n2tta/OPXQmyaur6uur6trMLtT8v8aocVlaaw+31r6ptbYx/L16LMlNw349ubGFPUz6WOygq6rnVdU3bN/O7CL5X/PNiqzcVI/fDoWLru33T2MfWJne3p8eNLtt//3uA/WXH+JOy/A1bT+V2bcfvb219u9HLmlpquqlSX4zycP5y2vwvDmz8wrfleRvJfl8kttba5O6MFtVHU/yr1prr6yqb8lsJtELknwsyQ+01v50zPqWoapuzOzC289O8tkkr8ssyJ3k2FbVv0vyzzI75ehjSX4os+tSTGJsq+qdSY4neWGSJ5L8eJJfzg7jOfxh/y+ZnVr31SSva60dmq8f3qWvb0ry9Un+cFjtg621fzms/2OZXYfoQmbTX3/14jYPsp3621p729zjW5l9E98fHPaxhcsx5WOxg244RnpguHskyS/Y/qu1n9f7sWqcsl22//HMTqdpSbaS/AsfzKxGz+9PD4JLbP/XZB/7wGTDIQAAAAD2NtXTygAAAABYgHAIAAAAoGPCIQAAAICOCYcAAAAAOiYcAgAAAOiYcAgAAACgY8IhAAAAgI79P8x86vAhkXfbAAAAAElFTkSuQmCC\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 31,
      "metadata": {
        "gather": {
          "logged": 1668355146192
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "aq_df_8_no2.plot(x=\"hour\", y=\"value\")\n",
        "plt.axis([0.5, 24.5, 0, 150]) \n",
        "plt.title('Air Quality (Sensor 35)')\n",
        "plt.xlabel('Time (Hour of the day)')\n",
        "plt.ylabel('NO₂ μg/m3')\n",
        "plt.show()\n"
      ],
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 432x288 with 1 Axes>",
            "image/png": 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LD3I81WtbArf11Fh0dHR0oHN+gUnp0SRHtnbwbsyrwuGSjE6NYGr/GKb07cX8LUU899NO/vj+OgbGh/Dn0/sxpV/0YfkUtMij6KBDvsfhcEJmNEspf5fF4RTdqqOj48HbL7A4u4z1LfIF7j+zPxPTo8iMDzmoX2DNvkoARqaEA0oJ67OHxHHmoFg+X1/ACz/v4tq3V5OVEs49p/djXFrkIY05p0wxKfc50VYKRwt/f3/Ky8uJjIz8XSkGTz8Ff3//oz0UHZ2jhscv4EkaW7GnnFp7s1/g+ol9lHyB1PAuR/aszq2gb0wQYVbfEFOjQXDhyETOHRrPR2vyeOnX3Vz6+gompkfx5zP6MSwprEvP2VtWj5/RQHxYQJeu6y5OOKWQmJhIfn7+77KvgKfzmo7O7wmPX2Cx6hco9PYLDI1jYno049IiDylfwIPLLVm7r5Jzhsa3e46fycCVY1O4aGQi7y7fx/9+28N5/13KqQNiuOf0vgyIC+nUs3JK60mJtPZIBdTOcMIpBbPZrHce09E5gam3q3WE1EYzHr9AmNXMhLQoJnjyBdrwCxwqu4prqbU5GZUaftBz/c1GbjypD5eOSWb2khxeX7SXs/69mMtGJ/PYjEEHdUbnlNWTepRMR3ACKgUdHZ0TC6fLzcb8aq20tLdfYHRqBPefmdBpv8Chsia3AoCslIhOXxNkMTHrlAyuGpfCCz/v5u1lucSG+HPHKRntXuNyS/aVNzC1f692z+lpdKWgo6NzTCGlZE9pc38Bb7/AoPjQw/ILHCqrcyuJDfEnMbzrdv4wqx+PnJNJVUMTz/28i8z4EE4Z0Hbv5ANVjTS53EctHBV0paCjo3MMUFJrY1l2uWYS8vgFkiOsTB8az8T0qMP2CxwqUkpW51aQlRp+yMErQgievGAI2aV13PXhBr64fQJpbYScHs1CeB50paCjo3PEORp+gUOloKqRwmobo1I7bzpqC3+zkVevzOKc/yzhpjlr+OK2CQT7m33Oac5R0JWCjo7OCUxn/AKTMqLIjAvplqzg7mRNrpKfkNUJJ/PBSAgL4L+XjeCKN1dy98cbefWKkT6fN6esniCLieggy2E/61DRlYKOjk634+0XWLy7jJV7W/sFJmVEMTLlyPkFDpXVuRUEWUz0j+1cSOnBGJcWycNnD+BvX2/jP79mc+epzY7nvWVKIbyjmWOlKwUdHZ1uweMX8OQLFNX4+gUmZUQxrk8k4UfBL3A4rMmtZERK+GFFNu0squVAdSMn91Oiiq4Zn8rmgmqeVx3Pp2UqjuecsjqGJx3+iuRw0JWCjo7OIeHxC3iUwM5iX7/AxIwoJqQdG36BQ6W6wcHO4lqmDzn0bod5FQ384bXlVDU6eP+GMYxPi0IIwT/PH8zu4jr+9NEGvrhtAkkRAeRXNjJz+NFNQNWVgo6OTqfw+AU8FUXX7a/E6W72C5w/Qs0XOAb9AofK2v1KfsKo3ofmZG5scnHzu2txuiQpEVbu+nAD3905iaggi+p4Hqk4nt9dw78uHIqU0OcoOplBVwo6OjrtoPgF6tQ6QuWt/AI3nqTkCxwPfoFDZXVuJWajYGhi1+oXgfL9PfDZJrYX1fDm1VnEhQYw479Lufvjjbx9zSgMBkF8WAAvXz6Cy99YyQX/WwZAaqSiFGpsDr5YX0C41a/D8hrdja4UdHR0NEpqbCzdU8aS3eU+foGUSCvnDFPzBY5Dv8Chsia3gkEJoQT4dV3pvbkkhy83HODPp/dlan/FZ/B/0zN5+IstvLZ4L7dMTgNgTJ9I/jo9k0e+2gqAzeHioc8388X6AhqaXFhMBiamRx2x71xXCjo6v2Pq7U5W5pRrSsDjFwi3mhmv5gpMTI8i6Sg0kD/a2BwuNuZVc82E1C5fu2R3Gf/8bjtnDozltpPTtf2Xj0lm2Z4y/vXDTkalRmhluC8dnawphUteW4HFZGDGsHgmpEdx54cb+GRtHjedlNYtn+tg6EpBR+d3hMPlZlN+laYEPH4Bi8nA6N4npl/gUNlSUE2Ty01WSteigfIqGrh97jrSooN45uKhPuGlQgiemDmEzQWLmTV3PW9cncW3mwr5cPV+n3u8f8MYstRkufdX7Oe9Ffu5YWKfI/I70ZWCjs4JTEu/wIq95dSpfoHBCb8Pv8ChskotgjeyC0qhscnFTe+uxe2WvH5VFkGW1iI22GLiD6OS+dcPO5n24mKEgFP6x/Dz9mImZUSxvbCGe+dt4ovbJhAaYObKcSncMXc9v+0q5eQjUChPVwo6OicYHfkFzlX9AuPTIls1i9HxZU1uJWnRgUR2MrtYSsl9n25iR1ENb10zqlX56+oGB/PW5fP+in3sVctZANw4qQ93TE1n8KM/Mj4tijumZnDZ6yv400cbeOOqLM4YGEt0sIU5y3N1paCjo3Nw6uxOVql+gSXZpewqVto56n6BQ8ftlqzJreCswZ3PT3ht0V6+3niAe8/ox5R+zcLb4XLz4s+7eWPJXmwONyNTwnnhlAzOHBTLH99fx9tLc7UCeL2jAhmRHMbdp/fl6e93cseH67l1chrp0UEs2FnKK7/tITLQj0aHi3q7i4YmJw1Nza/1dheNDif1dhczRyRw1bjULn/2HlMKQojZwHSgREo5SN33L+AcoAnYA1wrpaxSjz0IXA+4gFlSyh96amztUVZnp9bmPKoVCnWOPHOW53JaZgxxoUen/WFX8fYLLMkuZf3+Kh+/wMwRibpf4DDZXVJHjc2p2fXbwuFyawL5hy1FPDF/B1FBfgyIC+abTQdoaHKxo7CW2UtztGuGJIYSHxbAN5sO8NHqPArUUtkPfrYZgFveW+vzjG83FfLtpkLt/ZPzd/gcFwIC/UwE+BkJ9DMS4GfC6XKzu6Suy21AtXv2VLN3IcRJQB0wx0spnA78KqV0CiGeApBS3i+EyATmAqOBeOBnoK+U0tXRM7KysuSaNWu6ZbzbC2u48s1VmI2C5Q+e0i331Dn2eWdZrhb18cg5mVwzPvWY6+3t8Qt4ModX7K3w8QtMSI9iUnoUI3S/QJs0Od00NDmpb3LR2ORUZ9i+s2xlhu2i3q7se3tZLgBp0YFEBVm0Y41NLvU+Lppc7i6PJdjfRFSQBaufUf0xsfVANWV1TYBS/iIi0A+jQfDqb3uosTkBRZkU19gorrHz059OIiLQD6ufCX+zodXf69+/3sY7y3NZ+Ocp7a4OhRBrpZRZbR3rsZWClHKRECK1xb4fvd6uAC5Ut2cAH0op7UCOECIbRUEs76nxebN2XyXXvrWKWrsTKRWbbK8Q/yPxaJ2jyL7yek0hAPzt6228v3I/b16dRUrk0V0tltTYWKJWFF2aXUZxjR1QZoaXjU7W+gucKH4BKSV2p7uFsHbRoArp+qZmgdxgd9LgaD6mCXbva71MK0535ye+RoMg0CsnIcDPiAQiAv1ICrc2C3OLCavZiBDwzI+7APjr9EwGxAYD8NQPO9mYV6XdJ6NXELtL6nhw2gAuG5Pc6rmpD3wLwIC4YBLDrTz8xRZqbE6SI6zsr2hgU361du76/VVcPCqpzfGX19n5YNU+ZgyLP2Rz4dH0KVwHfKRuJ6AoCQ/56r5WCCFuAm4CSE5u/eV2lcW7S7lpzlpiQiw8cs5A7vlkI1sLa3SlcIJjd7q4/YP12vsnZw7mgc82k11Sx+R/LeTeM/px46Q++JkMR2Q8dXYnK/c2N5nx9gtMSI9i/f4qCqoaeWzGIK4Ym3JExtQWHuFd7yWQNYFtd7aydTcfa7Z1+wj9JqciwB0uXF0Q3majwOpnUk0mRgItJgLMRnoF+2umFKufCavXsUCLYl7xPda8L8DPiJ9RmXlPePJXhiaF8vLlIzv8Lm6fux6DgLeuHc3kvtFsKahm1tz1Po7kWVPTmXVKBue8tJQ5y3O5dHRSq9n9wPgQth6o4f5PFTNSaqSV964fw8SMKC55dTkrcyowGwUOl+LMvigrsc0V7eylOdidbv44Jb3Vsc5yVJSCEOIvgBN4v6vXSilfA14DxXx0OOP4fkshs+ZuoE90IHOuH60svT+BbQdqtGqGOicmT83fyeaCavrHBrOruJaZIxIZlBDK9P8sAeBfP+zki/UFPH7+YEYfYt2bjnC43GzMq9KUQEu/wAUjEpng5Rc484VFAGwrrOnU/aWUmoBuVIVzmyYTn1m41yxbnYlrJpem5nO7YnH2Mxl8hLDHZBIbYsZq8RLqXnZxq58Jq8V7n/pqMWI1K9s9qawPVDVSUNXI9RN7d3jeK7/t5dtNhTwwrT8nZUTx5pIcnpy/HYdL+YJiQ/x5/pJhjEuLBODqcSk88Nlm1uyr9GnY43ZLth7w/b1+cdsEbRV4x9QMVr65kusm9ObVRXsBOOelJcy7ZbyPubC60cGcZfs4a1Ac6b1ad3XrLEdcKQghrkFxQJ8imx0aBYD3eihR3ddjfLImj/s/3cSwpDDeumY0oValA1JSRADbDnTuH0/n+OSnbcXMXprDNeNTqWpootbmxM9kYFBCKL/cM5kr3lhJYbWN3SV1XPzqcv4wKokHpvU/LFONlJLskjpNCXj8AgDpvYI4f3gCw5PDGRAXjMstaWhykV/ZwK7iWrYU1GidyT5YuR8BLSJOvGfeyv5Gh6tLwtvfbGgluK1+RsKsftqMuvl4i/NUAd5yn9VsxGQ8Miut7mTNPqWpTkeTgYU7S3j6hx1MHxLHhSMTue7t1SzYWaodPy0zhqcvGOJTmmLGsAT++d125izfpymF3cW13Pxus3P5kXMy+dvX23hy/g6evGAIABPSIxmaFMb8LUWsefhUsv7xM1sKapjx0lL+c9lw+sYoJqs5y3KptTv548mHl/l8RJWCEOJM4D5gspSywevQV8AHQojnUBzNGcCqnhrH7CU5/P2bbUzKiOLVK0di9Wv+GjLjQjo9G9M5/jhQ1ci98zYyMD6EB8/qz6WvrSDFq7RzWnQQn9wyjivfXEVOWT0D40P4ZG0+328t4p7T+nL6wFhNELd0Pjbbs5XX3PJ6ft5ectAxZZfUkV1Sxydr8zv1Gb7bXEiQv8lnJh0ZZFFm2aqt22pRzSN+XiYTi6/g9szSrX6mw+oVcKKxJreCQD8j/VX/QEtyy+qZNXc9/WKCmTEsgWkvLqa0VvH5+BkNPDx9AFeOTWll3gnwM3JRVhJzlueSV9GPD1fv57VFe7WVxVvXjuLkfr0orbXz8sI9jEuLZMawBIQQ3H5yOjfOWcPi3aVcPS6Fd5bvY1dJLee+tIT/mz6QGcPimb00h6n9ezEwPvSwPn9PhqTOBaYAUUKIfOAR4EHAAvykfmErpJS3SCm3CiE+BrahmJVuO1jk0aEgpeSFn3fz4i+7OXNgLC9eOgyLyTdaY2B8KD9uK6bO7mwzG1Hn2MbpcqumD19bd4PDRU2jgzs/3ADAGZmxvPRrNuv2K87AWXPX+zgsqxsdANqyvqrBwV+/3Mpfv9za9oM7ycD4EPrGBHdg61YFtsVIgFl5vfCV5UQG+nHN+FQe+Gwzn946nj5tNH3X6R5Wq0112lrl1Nud3PTuGtxSWeHdOKc5+jG9VxD/uXQ4A+La79B2xdgU3lySw6SnFwBwwYhE0nsF8dT3O0iLUn6nd5/Wl5U5FTz02WaGJIbROyqQU/r3on9sMP9dsIeXLx/BO8v3cc34VLJL6njo88089Lnii/Cus3So9GT00aVt7H6zg/MfBx7vqfG43ZK/f7ONt5flctHIRJ6YObjNX3pmXAhSws6iGkamdL8tWUfB4XJrgrulrdtj1251zMfW7Rse6Dm3ydm5MMGP1uT5vN+UX6WZRUIDzMSlRuB0S37eXgwovXXNRkFuubLAHZQQwqypGeSW17N+fxXr9ldqEUJ+JgNjekcoSWMZUQyIPfR8gZyyekpr7dwyOY1BCcoMcHthra4UeojqRgc7imq465S+bR5//qddWhDAN175A5eOTub/pmd2WE21pNbG8z/t0t6/e/1oJmVE8+T8HZiNgoRwJU/GZDTw70uHc9aLi7n9g3V89sfxWExG/nhyOrPmrmdPSR3j0yL5cWsxC++dwisL9/Csel93N6QY/C6mwk6Xm/s/3cyn6/K5fmJv/nLWgHb/STPjFS2/9YCuFKSUNKnC2zsE0Fcgt1ND5j4AACAASURBVB1Roglre0uhr2x7lsydwWgQmtnD22QSZvUjIbx9W7cy21Zm5Ov2VfLsT7uYkB7Jv/8wnECLib2l9Zz178X897IRnN1OZ62GJic3v7uWxbvLePjsAWTGhXDZGyvZUlDDTaotWAgYkhDKBWrSWHfmC3y3WRE8Zw2OJdyqxK9vL6xpd7w6h8e6/ZVICaNSW9c7crjcvLEkx2dfiL+JJy8YctDM5++3FHHfvI3YHG6GJIayKb+aWjUHIaesjpTIQB8TXkJYAM9cNJQb56zh6e938tfpmZw9OI7nf9rFSwuyuWNqOre8t44FO0p8/BaXvLqcO0/py+1T0w/ZJHjCKwW708Wsuev5YWsxd5/WlzumpneYnBQX6k+41XxcOZu9Y7w7snX7Jt/4RpQogl999RL8XYnxNqnCO9DiGzUSFeSH1c/a4phvKGCgxznp1zoixWJqnaDTFUpqbdz54XoyegXxxlWjtNnc/gpl1p/SQbvIWpuTswfHsXh3Gf/4dnur46N7R/DalSN7LF/g202FjEgO07Kt06IDdZ9XD7ImtwKjQTAsuXU28IIdvv6hrJRwXvjDMBLDO84H2JRfxawP1zMgNpjnLhlGamQgJz29gDnLczlrcBw5ZfVtVlE4LTOGs4fE8eaSHGZNzSDUaubWKWncN28TZqOB+FB/Zi/NIb+ykWFJYbx7/Wj++sUWnv95F0v3lPHiH4YdUpb+Ca0U6u3KLG9JdhmPnJPJtRM6DjEDpbRtZnzPOJullNgc7rZDANuI6/YW0u1lX3ru0wXZjZ/RoEWHeDsfewX7Y41sEQLY5uzbpB7znaUfqZj+ruByS/700Qbq7E4+uHGsz/J+f4USS+6d5OPJF/BkD+8uUUwFoQFmzc9w6oAYXrtyJJmPfM/ghNAeUwi5ZfVsK6zh4bMHaPsy40JYmVPRI8/TUfwJg+JDfIJPPNzkFSXkyT04WHRVWZ2dm99dS3SQhdnXjNKK610xNoWnvt/BjqIacssbWoXASyn5YkOBVuJi9tIc/nRaX84fnsALP+3ib19vo19ssBbx1NDk4oZ31pCnTnRW5VTw2DfbOsyzaI8TVilUNTRx7dur2ZRfzbMXDeWCkZ1vht0/NoQ3l+RQWN2opsi3XXCqzSQcn5jwFhEpXQwTtJgMvoJXjSyJDzO3SsJpKeQDvU0qLQS4+TgMEzxU/rcwm6XZ5Tw5c7AWuudhX3kDQRYTu4trNSWwIc83X+CiLCVfYEBsCELAP7/bzuuLc/jzvI3EhvhTUNnYY2P/VjMdNZsmBsSF8MWGA1TWN/1uup8dKexOFxvzqtpMDiyptWnb957Rr1MOXYfLzR/fX0dFfROf3jrep9rqJaOSeP7nXTw1fwdNTrdPRdWcsnr+9NEGNnhlRL/4y2425leRX9nIgWplLJ6VLiirdLeUjO0TSVKElaQIKxPSI7v2BXjudUhXHeOU1tq58s2V7CiqZUq/aMrq7Dz30y5fk4mXmaWVAG9SAp/GPfFrp57nbza0mWgTbvXzmW1rJhMvW3dLW7jHvHK8xngfS6zKqeC5n3Zx7tB4LlHLAnjyBRbvLuP9lUpjkwtfWa75BW6e3IcJ6VGMSG7bL/DQWQMIDTBrpQ1aRq91J99tLmR4chjxYc0mAI/Pa3thDePTo3rs2b9HthTUYHe62/QnnP/fZdr2DZMObnEAePzb7azKqeCFS4ZpQQIegv1NDEsM02b689bms3BnCT9sLW73fgt3lnLGwBjG9Ynk3RX7fI4t+PMUArspWvKEVAqfrM3Tkn0W7ixlofrFt0zM8WxHBVl8bN35lY3M31LEiOQwLh+Tos3Sfezf6r4As1GP8T4Gqaxv4s4P15MUYWXWKRl8tq6ApWotoRI1ptzDK1eMYFyfKC2BsSOEENw+NYNgfzOPfLVVa1/Z3ewrr2frAV/TEaCFO27TlUK3s0ZrquMbYFJWZ6egSlkRvnPd6E5NBD5Zk8fby3LJSgnHYBD8d0E2eRUN7Fd/CqttPmU91qoJcx6um9CbESlhJEdYCfY3c/IzCwG4eXIaI5LDSQgP8KmY+sWGAi4f0z3lT05IpXDjpD6c0j/GJ0szwGzsdFig0+Um85EfGJEc3iWzk86xQY3NwfDHftLen/rcb4BS1GxCehQT0yMZ2yeSU579jZsn9+HMQV2P5JncN1rbzqto6PZeBR7T0bQWUS1RQRaigy26s7kHWJ1bSe+oQKKDfZvq3OSVi+D9e29Us849gj6vopH9FQ1aGDMo2dGeDOmoIAtJEQGMTAknKdxKcoSV+z7dpJ2bFBHAYzMGab0YHC43dTYndXYnMSEWimvszHx5GY+dN4jfvLKnAf7y+Rb+8vkWn30PTuvPzZO7nt18QioFs9FAv3ayETuDyWigf2yw/o93nOBwudmQV8US1S+wxmvWdVLfaCamR2p+Ac/EIK+iAadbkhLR9Wqo+ZUNXP7GSu39pKcXsPefZ3Vr74LvNhcyLCmMhLDW0SOZcSFsL+yZFcrvFbdbsnZfBacOiNH2udySVTkVWoLjkMRQ7vpwvaIAKhu1LGYPnsmnh+lD4ugTHUSE1UyY1Q+XW1JnV4R8jc3hU6EXlACQR7/aSp19I7U2J/Z2cm7++sWWNve3pF4to9JVTkil0B0MjA9h/pYipJTHXH393ztSSnaX1GlKYMXecuqbXBgEeBbkwf4mVv/l1HbzBfapSWhdneEXVdu47PWV1Noc/HV6Jo99sw2As/69mE9vHd8tdt395Q1sKajhL2cNaPP4gLgQlu3ZS5PTfUxGfB0vSCmpbnSQV9HIT9uLqWxw8MnafH7bVdrKxAiwKb/ap4S1NxaTASmhvL5J2+ed3NYZUiIDCbKYCPI3EWwxEWgx8ZxXsltL/M0GbA43UUF+lNU1MSE9ktMzY3l3xT6yS+q0RMuuoiuFdsiMC2HuqjwKq20+jj6do0NRtY2lajE5b79A76hAzh+RwMT0KAbGh3LZGytwu+HbWRM7TCDbp4ajdpSj0JKyOjuXv7GCivom3r1+NLGh/ppS2FFUywX/W8YbV2cdNG79YDSbjmLbPJ4ZH4LDpTjMPY7n3yOe/Jxa1cRSZ3NSa3doJpd6u5OyuiZ2FtWyrbDGJ1qnI9pSCB4C/YxK3SmLIriD/E2KILeY+XSdUrsqMy6Ey8YkE2QxUVDVyLI9ZSzfU+4TNh7ib+Ke0/tpqwWjQfD4+YN88gqyS+p47qddmhnohZ938cLPu7XjH9w4lh+3FvPKb3sAWJpdztLsckApvd3SH9VZdKXQDt6ZzbpSOPLU2hys3FuhNZrJVvMFIgP91L7DiknII4A9te0PVNn4+OaxB80d2F/RgJ/JQGwn+2ZUNTRxxRsrKahqZM51YxieHI7LLTEZhJbgt6OolhkvLeXVK0d22MbxYHy3uZChiaHtKpfMOMU0ur2w5rhUCh4zSr1qSvEW6nV2h/a+7eNOn+NdSa5sj5RIq7ZyfOqCwQT7mwm0mLh6dnNNzh/uOon0XkHtBpV8vDpPq5hwemYMP24r5qdtxeyvaEAIMBsMPp3aRqaEE+yviN97TuvLcz/v4oOV+7nn9H7aOZ+uy8doEJw/Qmktc+HIRB+lMPPlZcSE+Po/QMmGfv/GsYfcE0ZXCu3QX41L33aghtMyYw5+gc5h4fELeOcLuNwSf7OB0b0juTgrkYnp0fSPDW7Tdv/5eiXR594z+nWqPMn+8gaSwgM65QeosTm4avYq9pbVM/vqUVpJZaNBEB8WQFp0IOv2VxESYMIoBJe9vpJ/zhzMhYcQpLC/vIHNBdU8OK1/u+ekRgZiMRnYVljDBV1+wqHhmZV7C2cfQe0l1JVXl7KtzeCbz/WEfB+MALMyK5dSUcpdUQC9gi0MiAshMz6EjF5BJKux+9FBljZ/55Oe/pWBcaFcMkpp3PWpV8XasX0iOvRRLt9TrjmM563N580lOfgZDUxIj+TWKWlM6RfN5a+vpKHJxfUTe5NbXs/n6wu0cNTSOjsT0qKYuyqPO6Zm4Gcy4HJLPl9XwEkZUfQKVoR7W5MET70tb+ZcP7pNX1Rn0ZVCOwRaTPSODGRbYds2RJ3Dw+MX8CiBlV5+gcGJYdwyuQ8T06MZkRJ20BDAA1WNPPLlVkalhnNLJ6Mt9pU3kNwJf0K93cm1b61m24EaXr1yJBMzfMNAE8ICqLE5ue3kNP753Q5euWIkc5bn8udPNrK7uJb7zuzfpZDl77a0TlhriScQYnsnAiHcbkl9k7OVcK63+wpq3xm5g3q7SznuZY7pTL0qg4Agi4lgf7NmHw+z+pEYYVXMLaqtPNhjdvE3YTEZqWl0UNnQRGVDExX1Dirq7RRW29hf0UBVg8PnGcH+JpIjrJqgT/JshweQEB7Q5dyRomobeRWNXD0uFVD+Nu/5ZKN2/LxhrZtAVtY38cuOEt5fuY/1+5uTzKb0i+b0zFgm94vWqiw/9PlmrRPb9RN7YzAI7p/Wn2kvLFZWnsubcw5eW7SH26dmsGxPGUU1Nh6ePgApJUuzy7VKqKD4EzLjQli3v4oLRyYyz0uJ7SisJe0wCibqSsGL1bkV5JbVc1GWkug0ID7Ep8+qzuFRVG3TmswsyS7Tojea/QLRjOsT2al8AQ9ut+TeeRtxScmzFw3rlACWUrK/ouGgHdVsDqV0wLr9lTw2YxCxof78uqOY4ho7RdU2SuvsLN+r2HAT1QqXt7y3lpnDFSHy6qK9vLpoL2cPiSPIq2yCySiYOSKhzRXN/M2FDEkMJSbEn4r6plZ2cs/PRtXhqUSr+M7Y61sI+87gbzYQZDET7K8kVwZZTCSEBRDsH6wJ7yBVmAf6NTtDg7yEe7DF3GYjeSklZXVN7K9oUEI4y5XmQZ4wzsLqRh97u9koSAxXhP3ghFBN+CuC39qlv4/OsGafkp/gaXzjLXz9jAafsOANeVU8OV9JSvMe88NnD+Cqcak+jv86u5PHv93G3FXNFXkXZ5cxuW80If5mJmVE8eO2Yl66bDjvLMvlh63FPPPjLtbuq9QinvIqGjnlud/YW9rc3hPgtMxYXrhkGKc+95uPQgC47YN17CrOYFhSGCf373oHyRNSKSidq5wE+3ftj+exb7ax9YCSFJQQFsDA+BC+3VRIdaOD0IDu/UP8PVBrc7Bib4WmBFr6BSalRzE+PfKwHLNzlueyNLucJ2YOJtBi1J7REZUNTerM1012SZ0mtIprbBTX2CiqUWaO3vHmD7cIAxQCIrz8Fkt2l2nbn633bRr4bRtRKJ5s6tgQf5IjrdTZnOwoqtEETd+H5x/0cwC8vSyX+FB/TTiH+JtICPPXnJ+thHeL7WDVaXq4pU8ampxavL4i7NWfSkXwNzp8TUa9gi0kRVgZ3TuCpPAAnxl/TIj/EU0IXZNbSYDZSGZ8CA1NTk2IB1tMTEiP0v733W7JffM2UlHv4I9T0lm0u5RN+dW8dNlwpg+J97nnD1uLePSrrRSqJSleuWIEf/l8C+8uz9VyHfaW1dMnKpDxaVGMT4viH99s440lOT4d3J76fgd9ogK5/eR0XlqQza1T0miwO5m7Oo+9pXXklPkqCw8v/rKbmyf30ZWCh5cXZPPywj08MK0/V45N6ZTdOLesXgs3m7M8lwenKWWSQXHoje1zaHVEfk84XG7W72/uO+ztFxjTO5JLspKYkB7Vrl+gq2SX1PHE/B2c3C+as4fEMe6fv1DfSXs1KILZI5w7wlO622P6CFRrUNmcLi0E0TsUsSsUqUooNdKqKYSzB8cxIM4zQzdrwtvb9LK9sIZr3lrN7GuymNq/531eTpebwmqbJui9k7XyKxsoq/P9/IF+RpIirKREBjIpI1qd7QeQHGElMdzabaXFu4PVuRUMTw7DbDQw5V8LAWX1mlNWz3nDm4X9T9uL2VVcxwuXDMPmcLEpv5qbJ/fxUQgFqinz5+3FxIUqvoBT+vfizEFxbC6o5uWFe7Rkx9yyek1B2J2udsOjzUYDB6ob8TcbOHtwHF9vPECT081pzy9q9zP1iQ7kwWl69JGG1WKi0eHika+2Mn9LIf+6cOhB49G/2XQAUOqoz125nztPyfCJQNKVQmuklOwqbu477O0XGJIYxq2T05Q6Qp3wC3QVh8vNre+txe50c9NJaby8YA/1TS6GJoURbjW3ilSpszt9ygp0BU+0jJRoBQ0Fim3bUz21f2wwp2fGsHRPOWv3VTIhPZLrJ/YmyGKmtNbOnR+ux+mWPH7+IK0cQXWjgzcX7+XNJTlauGSY1cx/Lx9x0DFZ1Wqv2wtru0UpSCmpbHBopRiUGX6z8D9Q1ejj6DUaBAlhASRFBHBaZgyJ4VYfM0+41Xxc5PfU2hxsL6zh9qkZZJfUauUshieFUVZn17KLpZT8+xcl8mfuqv2s21/JpIwo7j6tLzaHC7vDzRtL9vKfX7MBuGpcCgeqGimstnHusHi2FFQzMD4UKWHWh+u5+aQ0SmrtLNpdytRnF7YyDwH83/RMnpi/nZ3FtVo5len/WdKpz7W3tJ4ZLy3hy9sndvk7EbIbOvUcLbKysuSaNWta7V+0q5SrZq/iopGJzN9ShFtKHjprAJePSW73D/WM5xchBNwxNYPbPljHY+cN4sqxKYx6/GdOyojm2YuH9vTHOS5ozy/QJyqQCelRTEiP6tAv4HS5VSdm68iUdkMQVeenEobootbmoMbWOVu52Sg0p6cntnyVWuNm5ogEooMsmkkl0M/E37/ZRp3dybRBsdxzel/NBGNto0xKXkUDLrdkyjMLefrCIVyclYSUkpn/W0ZhlY2F907RZsTVDQ5u+2AdS7LLuGFibx48a4BmIimvs/PXL7fw3eYiAC4fk8wdUzOIDW0OKZRSauYGz9/wSU8vYHBCaKeUCCg+kvwWs3yP4M+vbGzlf4gM9PMy6wRopRmSIqzEhfp3qmCjlBKnW+J0SRxuNy7Pq2efS9l2uCROt1s71+l2t3htPtfz3ul243BJXOqr07Ptluo9m691utR7e2+73D6mmrZIDA/A5ZaaGeh4I/fJs9vcL4RYK6XMauvYCblS8JRIHpwYyl2n9eX+eZt4+IstfL+liCcvGNzKhr2zqFkTPzF/O0MSQ3lraQ6Xj04mM65neiscL9TYHKzYU84v20v4fmuR1lMAlJDBsX0iGJoURoi/mXq7k2V7yvhxa1GbkS2eyrSdwZMk5DGhBFtMRAdbCLKYyS2v1wqI/eO8QQRajPzpo41EB1t465pRrSJbWvLnTzayeHcpz108TNsnpeSvX26hzu7krlMzuOvUttsxevhlezHXv7OGi7MSEQKthLYQgvvP7M8fXlvBO8tytdozoVYzb107ir9/rdiNhyeHa93Twq1+DIwP5bvNRQxLCtPMWmcPjuOGSb2xmIzcO28jWw/UMHNEApePScbpklQ2NPHt5kJmbi/G4VK65BVUNpJTptiac8rqW5l1DkaQxURcqD+xof5YTAYcLkllfRMlNTZW7K3QhKkmdFsJcV8BfKirs8PBbBSYDAZMBoHJKDAZvba1/cprR0QHWxgYH9Ju5dJTB/Ti5+3NjXdGpYZzztB4TAYDD3+xGbeE+8/sT2qkFaNBUN/k5L55m1pFcY1MCaeo2qatUrpKVJAfTrdsFaV1qJyQKwUpJUMe/ZHzhifw2HmDkFLywar9PP7tdgxC8PDZA7hkVJI243r2x53asg/grlMzeOHn3bx17ShW5VTw+qK9bP37GT1aJrkn8K61Ut9BklCdTel5XGtzUtnQpGVFdhWTQbRyYjbbxY3tOz+90vo9M3ZvR6OUinBxqp9n2ouLqaxv4ttZk7D6GdmQV8Udc9dz46TezBiW0P7sUxVWd8xdD8ATMwfjdCmzzL+rmckAs07JwKUKOYfX7NNzfWmtncVejmUPo1MjtOd5/FNK1zmT8hy3xO5waascP6MBh9vdpR4b3UmA2agIUFVAmo0GjKrwNBuUbbNRqPsM6rYBs7eAVY+b1W1N4Hq2vYSwz70M6nXqM7cV1vDG4r38fcYgksKtPvcCJTigvK6J8jo75fVNlNXZlff1dpqcbmJDA0gICyAhzJ+YEOUnNtSfmGB/QgJM7VoILn1tBaV1di1A4cvbJvDvX3azrbCGR88dyN++2qr1LzhzYCzfby3i4qxEPl7THPFz1bgU/nxGP0LUwJbskjpOf/43rh6fyiPnDGRzfjXvrsj1ueZIMP/OSVpV3ZYclZWCEGI2MB0okVIOUvdFAB8BqUAucLGUslIov7EXgbOABuAaKeW6w3g2GTFB7FJn/0IILh+TwkkZ0dw3bxMPfLaZ77YU8dQFg4kN8efrjQd8ro8OttAr2MLsJTlcnJWE0y3ZXVzXqiZ6T9BWklCtt2mlRZKQ94y8ssFBdUMTlQ2OTs/IO0togBKuGGA24m9WCn9ZzAZt29+s/HM3L+2lJnDrbA6qGpp8hLX3TLPVUt/LzODZ1xZnvODraHt9cQ6vL85p89y2ePCzzW3u//cvuxXh5SW0PLNPo0G0O6MzGMBqMmEyKvb2gqpGyuqaOG9YlI9QfG+F4ty+bmJvzEZBcY2Nj9fkE2Y1c/NJaRTX2Cisbuywtn5LekcFaj99opXX5AgrVlXBes+eu7NwX3fxzrJcHC7Jg59tZkJ6JAFmo+KEr7ZTXm9vpThNBqEKfwvhVj9Kamxsyq9qc7bsb1Yy13uF+BOrXhNoMRHib2Z9XiU2h5Jp7ImI+kVtu3nzu2vpFxNMkM2JxWSgvsnTU7nZ/j9tUCx/nzHI53nP/LATt1TCSVMf+Pagn91oEAxPCqOivom9ZfVEBPpR0UHggp/JwLCkMMrr7OwpreeMgTEsyy6n1u5EiGa/17QXF7drPuqInjQfvQ28BMzx2vcA8IuU8kkhxAPq+/uBaUCG+jMG+J/6eshk9Ar2CSkEiA8L4K1rR/HW0lye+n4H4574lTMHxrYqHPX+iv0MTQrjp23FZPRSTFH/+20P5w9LaBZanpmoKtianG6qGx1Uq0k4VQ2KIKxqdFDV4PAxuxyPeD6bN11ZpntmnyaDAX+zaDF7bJ59Gg3NwtPsuVY9d82+ShbtUmzAf58xUJup3jevufxwYrhSflib8XqEunquyy01Z13fmCB2FSszxOlD4nj6wiHaM9ubWX6xvoC7PtrA/Wf259YpaVQ3OBj69x8BePEPw4nxKi1w54fr+WFrEQ+eNUDbL6XEKATvLN9Hr2ALtTanNoOsanDw9A87OrVyuGVyGucOjeesfy/2cV4fb0gpeW3RXp/KtkuzyxECpvSNZlB8qNfM30KvYGUFEGH1a1O52RwuSmrsWlRXSY2NomobxbV2iqttbMirorC6sc1EvA9vGssF/2tupnP/mf0Z3TuCC/63jMl947SaVJsLqnnorP4s31PO/C1FvLwwG4vJyNLsMn716uPcUv4AxIRYOC0zRpsYzDolg51FNazdV6mZ+jpSCABNTjervFqyek8eumPV2aPmIyFEKvCN10phJzBFSlkohIgDFkop+wkhXlW357Y8r6P7t2c+uv7t1Zq2P1ExGwV+RgN+puYfs9GAxWRU3huFtm13uli3r6rd1UNadCBT+/ciJTIQP5MBi3Yv7/uqz1GfaTIaMAqBQYDBIDCo20IoAt0gUPd5bR/GDLXW5uDMFxZjNgq+u3OS1kO3vM7OyH/87HPurn9M80kiklKyp7SOH7YW8/KCbC1sNTXSyhkDYzktM4aRKeEHjZYprG7k9OcX0TcmmI9vHqeZuG54ZzU/by9haFIYH988FodLklfRwNLsMv7x7XYATu4XTV5lI3kVDe2WRJ45IoHEcCvfbDzA3rJ64kL9+eK2CcSE+COl5Ox/L6HJ5dYaQf1092Qm/2sB5w6N5/HzBx/aF3sUySmr5+EvNmvmyhcuGUa/2GCue3s19XYnb107qlMlS7rKq7/t4QmvBjUA8aH+RAT5saVA8R8uvu9kkiKs2u/2eOVQHM1HWilUSSnD1G0BVEopw4QQ3wBPSimXqMd+Ae6XUraS+EKIm4CbAJKTk0fu27ev5Slc+toKLdP0WMFoEFjNRm1555ISt5S4ZbPN/Cj45I443grCs20UAuGjXLyOGZRj+V69kNN7BWnXeDrstWRUajgb86p9ipC15MyBsYoC8xqLEKjKTmAwNCs2IdDKEZzSvxcWs4H8ykYKKhu7lKMQYDYSF+qvlT247eQ0/rtgD31jgrhhYh8e/Hyzltvx9IVD1agnRdl+sb6ALzcc0BycSREBFFbZcEnJ53+c4KuIDa2Vsue7bLXt+YyGFr8PLwXfneGldqeLV3/by0sLsrEYDdTanWSlhDPv1vGA0q/iyjdXUVRt47WrRjIpI7rde3nMrQ6XmyanmybPq9ONXX1fZ3NSUd9EeX0TK/aW89O2zpvljmeeu3goM0e0XX/rmFQK6vtKKWV4V5SCN+2tFO75eKNWxrY7OblfNLGhAcSEWBTbpOrIig3177a4bG8F4fZSHG4pcbvb3na5JdsLa1i8u4zFu0t9zGEWk4HxaZGMT4tiaFIYRoPweYaUUlVQyr2UY623tR93x+NyuSVSG7vvcZd6T7d6X+9t7XleitLtVq75cWuR5pydPiROUapu5dofu/AP3ivYopVF7hVsIcxqVsbobv48nvuW1dk7Vevn94RB8LuYuBxpbpzUW/OFvXXtKAL9TPibDZz70lLtnAtHJvLTtuJWJtwwq7lNP8rZg+N46bLh7cqkYykktVgIEedlPvKsywqAJK/zEtV9h0Sf6Pa7aWX0CtJslAdTHE/MHOzjjFyTW4mfqbrNmeGghBBmXz3qkMvVehBCsYUfjMLqRq3JzJLscsrq1HyB6ECuGpfChPQoxvaJPO7Lc5TX2Vm4s4QBcSF8edsEH7OQ3emi38Pft3ldsL+Jf5yntDb0/g4e/Wqr0iT93inkVzayv9w3Q9eTsdueQjh3aDwpkUoNniQ1S7fe7uKMFxbxzEVD4/P2OQAAIABJREFU+XJDAYt3l/He9WMYnhyGW0qe/XEXby/L5a1rRzEoPhQpJU//sJN5a/MJsph88gPuPaMfpw6IweVWQkwbm1zYnC7sDhc2h5sn5++gqMbGecPi+WJDc4DEmN4RxIb6Y3O4aHS41YQqF43qdTZ12+5wd7h66ghdIfQM3sER1761us1zWtY38tBeGOq3mwsJ+dzMEzO7blY80krhK+Bq4En19Uuv/bcLIT5EcTBXH8yf0BGZ7YRhgRJFc8fUdKx+Jj5dl0+f6ED2ltYzpncEK72cN6AkwT194RDNkfn0hUOYNjgOu9NFaa1dqZNTbWd/RQP/+XU3F726nPeuH9Pt/XqhOV/AkzS2R82AjAry05LGJqg1m04UpJQ89PlmahqdvHv90FZdxm7/YL3P+6ggPy7KSuJ/C/dQa3MyIjmcbQdqfEozfKkK0sz/+8HnWj+jgZhQCzHB/pzcv5e6ArQQFWTh7o+VipnPXjSU8EAzTU5JcY2NR77awoxhCRjU2dj/fbmFi7OSWLy7jCveXMmpA3oRbvWjskGZRFz71momZURh93IUtkwYe2XhHl78ZTdN7fgdPHgrBKDV3643QqD5gkICTNq22evVEwHmbXbxmGGa1Kix7iTYYsLmdGnK12wUx93KrE9UIC/+YTgmo2Dai4u1/X4mw0F/fz1NTIiF6UO63nscetB8JISYC0wBooBi4BHgC+BjIBnYhxKSWqH6F14CzkQJSb32YKYjaN989NbSHP729bY2rjh8rp/Ym0A/IwF+SjXJALORQIuJnUW1vKimwb925UiGJoUR4GfEajZ2KvOzJU1ON+v3V2pKYGN+NS63JMBsZEyfCCaqSqBfTPfUETqSOF1t2369hVCT082Hq/P4euMBBsaHcO2E3s12Y6ebPaV1fLg67+APO8pEBvoR5G/SmriAMqtvUutEeTi5XzTxYQFa0IDFO4jAaMDPE0BgMvCXzzdTa3Py70uH839fbtFmi09dMLjN77PR4dJCmuvsLi073BPSXG93dmoV4GcyEGwxYbUYKa21a6GcXSEpIgC7Q4nUa8/h3h30iQ4kJtgft1RyRrorRNvfbODL2yby6qI9fLaugNGpEYxICeeV3/aQ0SuI3SV1vHPdaMb1iWRHUY2PCagzWEwGEsICNJ/TwRiWFMY/zx/MJa8up1adYKRGWvn6jokdFgQ9aj6FnqY9pVBjczDk0R+194oQN3Y5u7Mtgiwm6pucXQr98jMZCPQzYvUzYfUzYlULqgVaVOXip8T+51c2siGvss1xeuq0T0yPItRqxupn7FRlS5caLtvkdGN3uVoJ3uZjvu/bEtItr2lqNbN0dXie5/VImyFSIq2kRgbibzZo4XuXjUnGz2hgU36VVqY4MTyAP4xKIjzQDz+jgeySOl5dtJcgi4lXrhhJXmUDj3y1tdUscNVDp3Dp6yuICfHn/RvGIITg+y1F3PLeWi7OSuSpC4bQ5HIz9ZnfCA808861o7n1/XXaauGta0fR5HQfpNOY0uOgzu5stzJme3hXR9XaSLYohx1kMeFvNrYoA6GEX+dXNrJ2X2Wn21keCaYPiWNUqpJNHxNiISLQT0sudbslO4treXNJTrtmFw8JYQHEh/mzOlcJiQ3xN7UqoXLBiEQfU3NsiD/f3zWJBTtLuPvjjZos2PHYmZzznyXU2Bz8eNdk1u2v5Nq32zYHQWsfzfs3jGF07wicLsmA/2vbLNqSpy8cwvdbinxCYff+86yDThR/d0ph/f5Kzn95Wav96b2CGJ8WyeLdZa3+sZIiAsirUCJcXr58BH98X8mdy0oJZ3BiKG8tzQXg1StHcnpmDHb1n7ihyUVDk0tpZGJzsim/imd+VJptD4wPoV9MMFVq7kJ1g5rD0Og4almsh0NbYbDes9jWs9s23ht9Q2irGprUctV2Jaa8xtZhun5biT1xof78+KeTtJlRSa2N0Y//AsAfRiXx5AVDgP9v777D5CrLxo9/7+nbezab3fTeewiEnlACKE0UC9IUX+BVQBR4sWHBn6KiIIryqhQLIFVQSnghIB0JJKRDCElI2exmk2zv8/z+OGfOzszObJkts+X+XNdeM3vmzMyTyey5z3nKfVvFeI76yQvOvP4Py2s457evkZPqJSPgZf2eStJ8bs5eUMxnFo3h2ofWcriumSe/ejS3Pf8Bf4uTUfWYyfnOCucvHT3eWWQYnjI7tJitqzwusQ7WAWsVeEbYQT3d7+H+t6y2fOu06dz8lDXtdemEXK47dRqpPjfBIHZuIOus/HBdc8TiRmv9TJO93fpuVjd2LZ9UX1s2KY/F43KZXZzFuPw0Ruek4vO4MMZw878284dXPuKcBcXccu4cPG4XVQ3NPPbOHu57fYfTrRpLfrrfGXsD+Pl5czl3QTF3vLCNXzz3fsznTCxIi3jNBWOyWbe7knPmF/Oz8+ZGTGr5wtIxnDWvmPPveoMV0wt546OKDr/LJ04bQU1ji3NysPkHp5LiczsnFIn60tHjOVTXzHFTC/jk3FEx9xl2QeHZjaV85c+Jf6hdke73kOJz92m/a7L5PC6yU7xkp3rJTvGR5g+72gm74kn1e5yrsbTwqyGfm9agcdIR7LfrFISycO4+VB9x1i1inYWFko+NzAxw/cqpTiK2/HQ/FbVNLL45cl3Cmm+vIC89slbtxXe/5SQ7+8MXFzFpRDr/t3k/P/rXZi46ahzF2SnOwfSMOUXkpvl4NWysJlEpXrdzME/zeVi/p/PKfd84eQrHTx3h1DZI93vwe1wYA9WNLZEH7/pmDtU28dCa3WzcW4Xf42rXDRO+qjWaiDWulubzOLPFQrctQUN1FxMN9rbQYsCOtAat4kiX3vufmFlF48lK8fLmjcvZXl7L6b9+2flsvnXadB5fu4eNe7uW2+yaFVO4aNk4rnlwLS9sKeO28+fxrcc2cMT4XCaNSOf3/97OlMJ0Jhak8/SG0nbPL8oKRCTWC42jhK5OLlk2npNnFnL+XW90+d/Wka8cO4H/OS12+uxhFxTufPFDfvrMlhjP6F0jMvysnDUy7Gy4rd+3trGFW+OcfYB11rJ82ghOmDaC2SVZkYvD3K5eHydoaglS1xS6srFuaxtb220L3Y98LOp+Ywu1Ta3UN7UmPJMlnAhMLcxgcmEGlfXNzqrlcFMK05lRlNlugBXg9DlF1EV1vYSva+iM2z4rT/NZXSnx1j4cN6WA02aPJN3vZV9lvbMwLdzs4ixmFGVSmBWgvLqBh9fsjhhADU1siHbOguK2VfD2mXxlfXNCJxpLxuc62UmDYYnpQoPJB2ubupRldkZRJtOKMshP95Pm89j5sawMtdUNLVTVN7P3cL0zzTdkRIafcflpjM9Ls27zUxmXn8bY3DRE4NF39kRUN0vxunn8ymURdZAP1DSytbSaLaXV3V5bcPb8Yid/2RPr9vLYFUcxpySbi+5+ixc7yIqaEfB0GBSXTcrjTTspYLjsVC/zRmd3+NqXLBuPCPzxla6nYYkWbzD+nAXFPPpO5GTNM+eN4lefmZfQlNQhGRTW7DzIuXe+zqKxORHL56cWZvDbLyxg+S9e4rTZI3nro0PMKclixfTCiC9pdy0cm8OUwgxGZgaoamhmW1kN28pq2nUXfPXESRw9KZ/5Y3LazaQZqIwxlNc0tk3XjMi3X59wZseBYMn4XD5/xBhy06ykdeXVDdz3+k5e+zBy4ePc0dm8t/swLhGOmZzPJ+aM4tF3dyecODCW4uwUslO95KT6yEr1kpPqxed2EzShtCrQGnbbHDQxK7pFE7GysOal+chL95GX7ic/zbrNS/dRUdPEva/tiJhmvWR8LidNL+Sjilp2HLB+9kaljs5P9zHOOein2fetsZs0f8eTGv/yxk6nkp3HJXFzW8VzzOR8Pn/EGMqqG/n+k5vsNS7WYsSvnzyFKYUZPLV+H1f89R2uXjGZ/z5hEj9+agt/erV7B+Sz5xfzWFQVvcyAh1HZKXFPHHpq4dgcJwNwT9142jQuOzb21ddAWqfQLxaMyWFuSVbEF70kJ4Wt+6u597UdACwcm8tT60s5aUahM2Uw3Jpvr3DSJ0QPPhVk+PnckjHObKM1Ow916T/y1y9swxj4oKzGSU9clJWS1IIkwaC1UGvTvio27ati875qNu2t7HE3SjyxCruHBkJdLnGSE96wcpq10tYlVNY1sXpreZe6YrrjrY8ORuSQiSdUp7vVGF7cWt7hGWF3fHLuKJ6w/71LJ+RxuK6JA7VN7KiopaKmKe6MmXS/h7x0X0Tupmj3XrKEGUWZ5KR6I2a/NbcG+fhgHS9uLedbj22I+dzQ55KT6mVcfhpLJ+QxLj8t7Ow/tdulbluDhp0VtbywpSziCqu1k5PSmaMyOW22Nag8pySrXcW24uwUnly3l0uPnsDsEithZVl1A996bD2jsgIYA8fcsjqhegjRAQGgqqGFqjgBYdrIjLjBInSCmp/ui5hIcsLUAnyetgkQvRUQAGobE5txFTco2NNEzwMM8DBwInAmsAX4nTEmuRNxOyAiXHL0eK56YK2zbfehevLSfNz3+k5y03zU2oNqy6eN4IYY2TJ3VNQyuziLVJ+bey9ZwqpN+/manXK5vLrRCQjRLl42jnmjsxERSiutyku7D9U7l793rN7W7jk+j5XF0QoS1u3IzND9FIqyAuSn+yPSSTdFZVK1fppjzlypqm/m/bJqNu+r7vG4x8jMAPkZPicNdluhd29bquywdNjRtYFTvO64AfDL91lXfV9YOob/Oq7tDKehuZXb7dTmlywb75zxXbxsHHsPdy+b6EDyRFh23ngLKUdlBSLqF5fkpDhXNqk+N7c+9z4vbCmjJCeFdL+H31+wkBW3vsT/e2ozN6ycZp3pV9Tx0YFadlTURkyNjfaV4yYwfWSmc/CPVyipM+XVjWwprXK6f7aWVvNBWXXMKazhMSErxUtjS2vEfqNzUpk3OpvF49pyUzW1BDlsD5in+jycPHMk7+05zEvvl1FR2+RMCjlEc9y/0+44Y04R/+zgqmx0bgr3XXIED6/5OG5QCPVYRM8s7KzIT090d5ZaSNzuIxH5LTAC8AFVgB9rkdnpwH5jzFUJvWMvitd9BNYX55hbXmB/VVt/59i8VHZW1JHidTOtKIPWoOHxK5Yx4canALjoqHHcY19JFGUFWDmriHte+4h7L1nCWx8djKi5EG7e6GwyAh5e3XaAkZkBfvqpOe3ytQSDhu8+sYG/vLGLGUWZXLRsHNvLa9lWVs22spp2mVr7U06ql+lFmUwvymRGUSajc1OdA3xvFXbvTFNL0ClW/+BlS6ltauFwXTPl1Y0RycuWTsjlje2dn913ZFZxppP4LJrHJTx7zbFUN7RYuftrmjhQ2xiRyz9WLYWOeFxipxp3R8x+ibZwbE7k+E1jC3XNrX0+U+3EaSM4d0FJ2wQCn7UWIc1nTaaIN/25rqmF9/fXsLW0yjn4by2tjrhCzwh4nGnL0UpyUpg3OpsphRlMHpFOlp2y4WBtE+/tPtzv9QeGmtNnF8WtypfQmIKIrDfGzBYRL1AKFBljmkTEA7xjjJnTS21PWLygUFrZwMa9lby3u7LDM4VrVkzhlFmFnPorazXi2u+exEvvl0dcYfTElMJ0gLa6B41dW9/Q28VXirICLBmfy+JxuSwZn8uE/LSEFtR1hTGGqoaWiOm34bNnQoOp0dMiu5JaPDx3UbjPHzGGJeNzyUn1UdXQzDceWkdDc5AfnTWrw6u67kjzuclN99HS2r404+eOGBMxXXXbzSsjPt9Wu4uutLKBbWU1XPuQtULa57EyzdY3t3LKzEJ+f0Hk32gwaNhX1cCWfVVs2lvFxr1WF1931gsUZPidkqlDTfQU0+EglLKlq6n4ezVLqoi8a4yZb99/xhhzathja40x82I+sR/FCwq/Wb2Nnz27tdPnnz67LUd6X8kMWJe34YuE7n9rl3NlcM/FiynI8JPq81DbaFU+K61ssFMzWNM3dx2sa/eHHfC6yE31OTUJQikLQrUHquqb2V/VwKEY86QzAx6KslIozApQFNZtVWjfFmWmkJniobaptW02TPhBvrYp5tqL0MG9oy6qjICHnFSfNc011edMeQ1lIP3mKVOZMSqTzICXm/+1yVlYds/FizluSgHj/+epiNe78bRppPo8zrTXipomPjpQm3AJ1etPnUZeuo/8dB95adZgbF6anxSf1Zd966qtTlfW3Rct5uJ7/sOCMdkcOTGP36z+EIALlo51cvnvq2yIGcig/ayRzx0xhm1lNXxYVtNp5tXMgIfRdnfSnsP1zpVPSU4Kn5g7ivd2H243EB49e2XJ+FxqG1uoamimqr5l0Nf8GIjG56cxuzgroquwP/V2UHgaOM8YUxO1fSTwhDFmSc+a23PxgsKZd7zCut29Oyj53TNmkO73cN0j77Wbuva15ZO5evlkXC5h495KHnp7t9MNFbLqmmMpzAg4M3d+9uxWp89vTG5qu8IfLoGirBRGRxVMD/Ut56f7ujQ43dDcykcHatlSWsWWfdVsLq1m876qXjl7HJUVICfNFzFjJjul7YCfk+qNOPhnpXhjXqGEL9b51Wfmsa+yod2U4v7IjXP2/GKMMVbh99bwwvB2XqCo1BQDlddOqJjMXELRucSOnVIQc6qx6htfWDqG60+dFndCQK9OSRWRVCDdGJP0yhPxgsLX7n+31yNzcXYKmSleNsc5A51YkMbFy8Y7i4tKqxo6HJyK9pXjJjDGPuCPzkl18uBAWzrt2qZWKmoaOVBj1ag9UNNIeXXotm3bgZrE8tIMN6k+N3VNbTM0RmUF2tUXDq8r3JWZSt2Vl+aLuCr400WL8LndbSU0I6rZCUFDxFqB6gZrcsE9r+6gtMrq1jp6Uj6vbOveuEe46UWZLJ2Qy4SCdCrs+sXbymo6nIbZ2Rx/1f+uO3UqVxw/KeZjPQ4KIjIHq66yM1vJGPNoQi3tRR2NKSz9f893+XXG5aVy1vy2xUP/fG9ft+dODzWhGsWh7qi6ppY+P/NcNDaHkVmBLgXTC48cy8QR6UzITycj4OGbD6+LOT3zm6dMpbk1yK/+zxpXmFCQxnFTCrj71R08cvmRXa7sdd/rO/juPzZGbDtlZiF+jzvuCUgo55I1jz/VmdNfnJ3CpG9Zg+r3f3kpaX63kzjty8eMJyPg5WBtE4fssZdDtU0crG2ivLqxVxYLAnaR+xSyUr0YYxW22VFRO+hPJuaWZOFySY+v6M5bWMKySflc/WDvjC8mS59UXhORPwFzgI1A6BtjjDGXJN7U3hEvKBzx4/+LmHU0XPjcLru7Jqz7JsVHdlpbt05OqpcsO2VFKC9OZX0zlWGraCvrmqmobeujr6hpinswykrxWn3waVZSMo9baGlt625pbg06v9c2tbK/qiHuGeX0okxGZvppNThdDdF1A7rjS0ePZ1pRJt/9x4aIK4L/WTmNe17bQU6qjyf+e1m7Lq3qhmZ2HKhzFm/94eXtMVcAi8CorLacRtGDuj88cyYHa5vtg7t1YA/Nruls0V+G32N1zaX5yErxDsquF5dARsBK3hganF84NodUn5VdOCXqNtXnZtfBuj6ddXTqzJE8s7F9Coqhqq+CwiZjzIyeN6/3xQsKVz/wbsIHkt4SyjGTk+qzb60D9eZ9VR1ehv/mcwuYPyabuqbWsPUGVheBk0UzfH2CPbOpqr6Z3Yfq2+Xn7w0elzDGPusdG3Y7JjeV3DRft6es1ja2UFrVwNpdh52ZODmp3piD4rHMKcmKSAudyMKkkCXjczluSoE1j9+ey9+VbLppPje1Ta343K5eO3sfKGYVZzI2L40UrxuvWxC7pKdVpjOyBnfoMYDfvvih8xpfP2kKQbtU5oY9lc403jPmFNFoT1FtbG6l0V5zkMwp2UNZIkGhKyuaXxeRGcaYvilQ0AdOm13UZ0HhyAl5Tv3nr544yVm7cPfFi/nZM1vZtK+Kuy5YyIrphXHzF9U0tvDjpzbztzd3MbEgjS8dM4FvP76B1qDhyr+9w6isAOcuLOHUWSMpyUmhotaFiDXQahpanHz04TNuDtY1dXkKq9/jsn687rb7HjcBr4tWYx20wxfFtQQN28trO0xCFvC6Ihappfs9NLcaSisbqGls6bT7KTwg+D0uLj9+Iq9/WBGzeIxLhEp7dlVPe/m6uqo5Wq195TEUAsLo3BQCHrd9sG7l44P1bCurobEl8WnRobxf4UEz4HWxaW+VlVHX62bLvqq4NRVKclJYOWskOXZK7IDXygl250sfdvg9vGr5ZG57/gNmFGWy62AdIzL8XHL0eL79+Ab+9uUj+Nz/vtlp20+ZWRhzQeSScbm8taP3x5X6ytUrJif0vK5cKRyHtWitFGgEBKv7aMCuUxh3w7+6/Vq5aT6On1LAo+/u4fLjJ7JlX5Wz2nDxuBwn3/qmH5zCp+58nfwMP/ddssTpa370iqOYWpjByttexmB4+qpjSY/KAdPY0moVELcHih9/d09CwSsz4CE/vW26ZCinjZPfJs1vTalM95Od4u1Rcr1g0FhpwaNXTzdEXbHYq6dDVzNV9c0ReafUwDE6N4XsFJ99YuAi4HHj91onBvFOGCL3a9vXANc8uJay6kY+u2QMV6+YTMBOpQ5Q39zKgh8+x7zR2dx2/jy7pOjmmCt5J41IZ9fBuojMuV88cixbS6s7rCy3bFIeNQ0tvT7jcDD71MISfn7e3LiP97T7aBvwdWA9bWMKGGN2JtTaXhQvKLz0fjkX/umtuM9zCdx2/ny+aqetWDG9kNc/PMCqrx/Hybe+xJnzi5k/Optv2mU4CzP9zhjFFcdPpKy6kRe3lvPmjcvZe7ieY25ZTU6qlx+eNYtnN+538vecMrPQPpu3gkB3ZmecMLWANTsPRfRlr5g+gv86biILx+Z0aTpqXwsGDQ0tVubU+iarBnDo9j8fHeQXz73PmNxUTphaQGaK11nEFfr8VGzLJuVFrDE4eUYhR07Mc86Y/R6rW2dnRZ2T/juWs+aNYsn4PCYXpvPshlL+YGfovPXTc3G7xCqO1EFRpdDjzTGKLDW2BjlY2+jUIAGrCzC0X39Oh104Ngef2+VcwYccPSmf8flp/PmN+Ieq8FoYvWV2cRY+j6tX8xiBldBz6/62rudsewV4PKG6IbH0NCi8bow5siuN7m8dpbno6GphVFaAsxcUO4uNrlkxhTtWf8A580vYc7ieV7Yd4PufnMn3ntgY9zW66qiJec5ZfH7EGX3b2Xyaz82L75dzwyPvOcFnxfRC/veLCzHGqr/70Nsf89SGfTQ0B5k2MoPzFo3m7PnF5Kb5Yr6vMVbh94amIHXNLdTbaa8bmu2DeHPY/agDett+LdQ3B6lrbHFWHx+qSyyds7Lkp/uYkJ/O+Pw0HnzbKicaXRMhOlPmvNHZTkqJvuYSIoonhad093raiizVNrY6CQq9buGc+SUxiyrFW0R6+2fnk5/m40f/2tythYbrvncyZVUNnPTLfwOw/qaT2VpaTV66n1N++W+nq+qFa49jQkE6G/ZUcsavX4nImdWb/nTRIk6cVsg7uw5xjl3Y68x5o/jBJ2cx9werOnl23+urgebfAtnAk1jdR8DAnpIKfbNWIdrs4izOXVBMesDLN+wB05evO4GCDD9n/eZVDtQ0seqaY2MeuFuDxj4At9DQZA2YllY1cOOj652ZKV638J0zZlDX1EpVfTO7DtZ1a+2DijQ+Py0iSdi0kRkUZQXYvK/ameM/GF1+/ETS/R58bhcvvV8esUbh9xcsjDhIP7luL/e9vpMJ+Wn88aLFpPncEQfyrqQ/2VdZzwV/fIuPD9bxuy8s5IRpIyIer2ls4ar73+X5LZFLmX589mw+d8QY5/dVG0u5rJvFsKKzjMaqxNffMvyeAVO1LlpfBYW7Y2we0FNSe1rODqwc+us+PkyePc0ydAYf3pUE1lnB4bpmXhqEUwaHm3gVyWaOyuRATWOvTmMelRVoV4OgLxRk+MlP9zsZaQ/XNTmpQQDOmV/M0gl5BHxuAh4XKT43D6/ZzT/W7mVqYQZ3fmEBIkJLa9jq7WDQqc/cEraiuyVo+LCsxildeda8USwYm+Psu7W0Jma21/F2+u2W1qCTv0n1j95Oc/FZYJUxpvcqibS99jXAl7DScq8HLgaKgAeAPGANcIExpsNTgHhB4Q8vb49ZFUsNXbOKM/G5Xc4B8dUbTiTFa50Fz/res85+O35yOpf/ZQ1Pbyh1ZpIFvC6aWoI9nsl042nT+PFTsSv+ZQY8XHHCJFqD1jTNdR8f1hMJ1ed6OyhcD5wCeIHngaeBt0wPS7WJSDHwCjDDGFMvIn8HngJOAx41xjwgIr8D1hlj7uzoteIFhUU/eq5Lc81V7wulJwf46bmzGZ2bSjCIc/YZqpkA8O3TpzvB+4rjJ0bMcw+JV75SKdW5vuo+ygBWAKcCS4DNwDPAs8aYblc3sYPCG8BcrDoNjwO/Bv4KjDTGtIjIkcBNxphTOnqteEHhz2/s5DuPx64qpYaeqYUZeD1CRU1TjxayKTWUnDlvFLedPz/mYz1avGaMqQYes38QkRnASuA+rCuJbjHG7BGRnwO7gHpgFVZ30WFjTGi0ZjdQHOv5InIZcBnAmDFjYu3Cy3pZ3ivcLmFSQTqTCtMZm5tKwNuWqM1tJ4szBoLGEDR2ac/aRn7/0nZSvG6uPGEirUHsGrrGSTkdLtXn5ryFJdz7euIznMOn6SmlLOcsKEnoeZ0GBRGJVbrnceC2RN5QRHKwynqOBw4DD2FdhXSJMeYu4C6wrhRi7bNq0+AszxiL1y0I4ky1O25KQURf9DGT8xmXl0ZVQ7O96rjGWW3bHaOyAozKTsHlEoxdCL3VGJpagrxfWs2GPZVt89jteerNrfFXvNY3t/LzVe93+r51Ta09CgiDkdgpInRqr+pLE/LTEnpeV9Jc/BZYALyHtZp5FlZyvCxs1mWfAAAYg0lEQVQRudwY093JuCuAj4wx5QAi8iiwDMgWEY99tVACtK+aPQxZi4DaDh7Rg5Mvf3CgVxbf7K1s6JfZMgon4KrYxualcsT4XD4+WM8HZTXDrrpabznmltVxxxQ60pWgsBe41BizEZzuox8A1wGPYnX/dMcuYKldl6EeWA68DawGPoU1A+lC4B/dfF2lhryirADF2SkUZac4K+cXj8vh3AUlpPk9+D0uKuubndX4n5w7irLqBsqrrdob0dlevW6hODuFNL+HjXs7nio6tTCDFJ+VXbezfXtiZ0WdM1mht9ywcho/eTr2zDAVqSsDzRuMMbNibUu0LKeIfB/4DNACvIs1PbUYKyDk2tu+YIzp8BQh3kDzxBuf0kvzXpbmc5Pi85Dmt9Ice9xijRcErTnqQUPEwrD8dB+tQdPlzKeq/w3kRVeqd/RVltSNInIn1gEbrIP5ZhHxAwn9xRtjvgd8L2rzdqzZTT02VALChPw0MlK8YIyzsGhHRW1ESgSPS/qlIFBtUyu1Ta0c6GKmheE4JTg8a24ijpyQR2NLK7sO1vXL56cBYWjLT4+dAqczXQkKFwFXAFfbv78KXIsVEE5I6F37WHR92MFq+4HO5+cP9wpxA0lPAgLQLqHbcKBXK33nc3GS4XWm00Qnxph6Y8wvjDFn2z8/xxpjCBpj+j5DVwLOWRBzNqtSw0JmoCvnegODBoS+U5ZgPq+uTEn9iPDpL+AGDgJ3JPSO/eD6R9YnuwlK9bpvnjKVFK+bgNdNis+qb1BR28TmfVWs3lLmzB6LVTpUDWzR6dJ7w0dd6GmIpSunFOGDEV6sLqMTE3q3fnLZsRO469/bk90MpSKMy0uNWXZy5ayRPL3Bqhs8b3Q2G/ZUxuwWjJeGOtmOGJ/LvNHZ7DpYx5sfHUx61tLBqLcDAhA3rX5nurKiObq194vI1TF3HiCOn1owKILC5BHpNNjlD8GqlnTclAKnLGJjc7DtfkuQxuYgDc72Vhqag5RVN/CeVpwaFOLVIQ4FBIC1Hx+Ouc9A9uZHB4fEGN5Qk2jlw+6uaBZgMfBxaLsx5p2E3rkPdaUO60DwQVnkkMzDa3bz8Jr2qYdDMvyetrKJ9i1Aut9DTR/0zY7I8FNWHTkr+N5LljAqK0BRdopTbrS+qZW531/FhUeNZWJBOjc8qt13SiVbeXVii/660n30iw62GwZ4V1J/mlWcyYY9fbeop7qxha7+P9+wchrTizKZPjKDggy/U74zGDT8+Y2d/OTpLXjcwk2fmMmZ80ZRXtPIvsoGdlbUsmVfNVtKq9la2j6nUEdlTv/35d6vbKWUSsyZ80Yl9LyudB8NyGmnyVSSk8LuQ/Xttm/YU8WpM0eSk+Yj1edm096qpE0z/MnTW7jyhInsOlhHht9jVW9raKaqvpmqhmamFKazbncl1z60jmvtqnHRZSGVUoNXvO7KzgyeuWvdcMHSsR0W6+6pWAEh5JmNpXEf62+hGtRdpQGhaxaMyWZaUSZ/e3NXwq+Rl+aj1ZgOC6/3prF5qQQ8bqcCW8Br1V8+WNuUcN+zGtjWJTg+NSSDwoflA3L5xJCxeFwOK2cVsb+qgd+HDehftXwy97+1q904xFDzzq7DESUvo11/6jR++kzHeXYq+mGGTng9497OJaQGvhOjamd31ZAMCl0pPq4S958dh/jPjvZnl7c9/0ESWjPwdBYQ+stwTDWi2rywpSyh53X56CkiZ4rIN0XEJSKfSejd+smc4qxkN0Ep1cvOmd93mQre/c5J/OXSI/rs9QeT7pxSnwNsAe4EYtd4GyD+tX5fspugVJ/LS/MxOjeFaSMzWDQ2h7mjswl4h+ZV8pUnTOTRd/umxMqUwnT+uX4fF98Tf2ZdiEvgulOn9kk7BorufIN2GWOeBO4FPt9H7ekVPzxzVuc79aLT5xTxnTNmRGy79dNzSfW5nd+njczAp91aqpvGd1A9q6K2iY8P1rOltJq3dx5i3ceHaWjun8kCSyfkMr0oM6HnnjC1gEcuP6pbz+nupInueH9/Dd95fINd0KpjQQO3PDMwV5b3lk7rKTg7ikwwxmy3788yxmzo05Z1Qbx6CgDjbvhXv7ZlamFGp7WCM/wectN95Kb52FpaTV1Y2cyjJuZx7oISGuyVyj/85yYAPr2ohG1lNR0ObCoVz4T8NCfb7jGT850qfRcvG8czG0rZ18/V9v586RJyUn2c8etXIrb7PC6adPZbr3r8ymXMG50d87GO6il0GBREZARwJTDT3rQR+K0xZkAUQe4oKDy9fh+X/3XALbbuN+l+D/PHZDNpRDoTC9I5XNfEH1/5qMOiN36PC49LEqrxrJQaeHq1yI6ILAP+BtwD3GdvXgi8KSKfN8a82qPW9qFz73yNNUNw7vXEgjQ+LG+f+fDs+cXsrKiNuJqoaWzpdv3mxpYgQ3syqVKqMx1NSf0FcJYx5t2wbU+IyGPA74EBO1Q/FAMCEDMgADzWRwNwSqnhp6OgkBkVEAAwxqwVkYw+bJMagL512nQyAh4yAl52VNQO2DTOSqme6SgoiIjkGGMORW3MpXuzlvrdN06ews9XvZ/sZgwpNz+1OdlNUEr1g44O7r8EVonIcSKSYf8cDzxtP5YwEckWkYdFZIuIbBaRI0UkV0SeE5EP7NucRF+/v6blJdPysCXslx8/MeKxmz4xg6+fNIVTZhY62xaPy2He6GwmFqQNqnKNSqn+FffoYIy5S0T2Aj8kcvbRj+z1Cj1xG/CMMeZTIuIDUoEbgeeNMT8RkRuAG4DrE3nxO1b3rID6YLA3bCrhnS9GzuG+6clN7faPlZZCKaWidXjKaIz5J/DP3nxDEckCjgUust+jCWgSkTOB4+3d7gVeJMGgMBxs3td3dRuUUsNXR1NSv9vB84wx5ocJvud4oBy4W0TmAmuAq4BCY0woP0UpUBjrySJyGXAZwJgxYxJsglJKqVg6GlOojfEDcCk9O4P3AAuAO40x8+3XvSF8B2OtqIu5qs4Yc5cxZpExZlFBQUEPmqGUUipaR2MKThlOewrqVcDFwAPEL9HZFbuB3caYUCHlh7GCwn4RKTLG7BORIiCxvK9KKaVYOWtkQs/rcGqpPSPoR8B72Gf4xpjrjTEJH7CNMaXAxyISSjW4HNgEPAFcaG+7EPhHou+hlFLD3dMbEqsC2dGYws+w0mXfBcw2xvRmObOvAn+1Zx5tx7oCcQF/F5FLgZ3Ap3vx/ZRSSnVBR7OPrgUagW8D3xKR0HbB6vZPLG+u9eS1QKxkTMsTfU2llFI919GYwoBetdyRFK+b+mbN9KmUUt01aA/8HVkwNnYOcaWUUh0bkkHh1W0VyW6CUkol1ckzYi716tSQDApKKTXcrdqUWC00DQpKKaUcQzIoPPRfRya7CUopNSgNyaBw3u9eT3YTlFJqUBqSQUEppVRiNCgopZRyDMmgMG2klpBWSqlEDMmgUN3QkuwmKKXUoDQkg8Kew/XJboJSSg1KQzIoKKWUSsyQDAq3nDsn2U1QSqlBaUgGhZNnFjIuLzXZzVBKqUGno3oKg9bRP11NTaMONiulVHcNySuFmaMSrv+jlFJDQlFWIKHnDcmgEPC6k90EpZRKqjPnFSf0vCEZFI6cmJfsJiilVFKt2lSa0POGZFC444VtyW6CUkol1fby2oSel7SgICJuEXlXRP5p/z5eRN4UkW0i8qCI+BJ97YB3SMY6pZTqc8k8el4FbA77/afAL40xk4BDwKWJvnB9U2sPm6aU6g9nzRuV7CYMWYOqHKeIlACnA3+wfxfgROBhe5d7gbMSff1aDQpKDQqPr92b7CYMKS5pu/+15ZMTe41eakt3/Qq4Dgjav+cBh40xocUFu4GYQ+cicpmIvC0ib5eXl/d9S5VSapAImrb7T65LLOD2e1AQkTOAMmPMmkSeb4y5yxizyBizqKCgIOY+M4p0nYJSang7UNOU0POScaWwDPikiOwAHsDqNroNyBaR0ArrEmBPom/Q0KzdR0qp4e2Rd3Yn9Lx+DwrGmP8xxpQYY8YB5wMvGGM+D6wGPmXvdiHwj0TfozkY7HwnpZRS7QykuZvXA18XkW1YYwx/TPSFPj6o9RSUGixmFWt370CS1IR4xpgXgRft+9uBJclsj1Kq/23YU5XsJgw5Hpew9UcrE3ruQLpS6DVZKd5kN0EppZKmJWgGz+yj/rBgTHaym6CUUkl1+wsfJPS8IRkUNuzVy1Gl1PA26HIf9aXy6sZkN0EppQalIRkUlFJKJUaDglJKKceQDAolOSnJboJSSg1KQzIoaOpspZRKzJAMChW1iSWCUkqp4W5IBoWbz56V7CYopdSgNCSDQqIr+ZRSargbkkHhje0Hk90EpZQalIZkUFBKKZWYIRkURDrfRymlVHtDMigY0/k+Siml2huSQUEppVRiNCgopZRyaFBQSinl0KCglFLKoUFBKaWUo9+DgoiMFpHVIrJJRDaKyFX29lwReU5EPrBvc/q7bUopNdwl40qhBbjWGDMDWApcKSIzgBuA540xk4Hn7d+VUkr1o34PCsaYfcaYd+z71cBmoBg4E7jX3u1e4Kz+bptSSg13SR1TEJFxwHzgTaDQGLPPfqgUKIzznMtE5G0Rebu8vLxf2qmUUsNF0oKCiKQDjwBXG2Oqwh8zxhgg5rpkY8xdxphFxphFBQUF/dBSpZQaPpISFETEixUQ/mqMedTevF9EiuzHi4CyZLRNKaWGs2TMPhLgj8BmY8ytYQ89AVxo378Q+Ed/t00ppYY7TxLecxlwAbBeRNba224EfgL8XUQuBXYCn05C25RSaljr96BgjHkFiJfcenl/tkUppVQkXdGslFLKoUFBKaWUQ4OCUkophwYFpZRSDg0KSimlHBoUlFJKOTQoKKWUcmhQUEop5dCgoJRSyqFBQSmllEODglJKKYcGBaWUUg4NCkoppRwaFJRSSjk0KCillHJoUFBKKeUYkkHhmMn5yW6CUkoNSkMyKASNSXYTlFJqUEpGjeY+9+q2imQ3QSk1jKV43Zw0o5AVMwpZMi6XkVmBHr9mS2uQ8ppGSisb2F/VyP6qBvYeruf17RW8t7uy3f6nzylK6H2GZFBY972Tmfv9VQD4PS68bhdul+B1C26X4HG58Hlc9n3B4xbcLhdel1CYGWDB2BxG56TgdbvsxwSv234dEUTAJcJrHx7gR//azPJpI3h+SxkFGX5u+sRMXAIul+AWweUCEcElgkuwtwm7D9Xz/Ob9uF3C4nG5uFwSt3B1uPW7K3nw7Y8BOGNOEWm+rv0X1jS2sGbnIU6ZWcjXlk8mL92f6Mfb5/YerueDshr2VzZQWtXAfvvHut/IgZpGoi8GvW6hubXzK8R0v4cRmX5GZgYotH/y033UNLY4f2illQ2UVTdwoKapj/6FaqgIeF3MHJXF3JJs5o7OYk5JNuPyUhHpyl9z93jcLoqyUijKSulwv9rGFjbsqWTu6OyE3kfMAOtqEZFTgdsAN/AHY8xP4u27aNEi8/bbb/db26IZYzj99lfYfaiOqoYWbv/sfD45d1TS2jNcNLcGKa9ubAsWlQ3sr26krKqRdL+bEZkBRmYGGJkVoDDTT2FmgHS/J+E/1MaWVsqqGimrbqC0su19y6obaQkOrL+fRNQ3tQXEsurGZDcnKXwel/WdyQyQn+HD7Yrfs54R8DCn2AoAUwrT8bgHXy+8iKwxxiyK9diAulIQETfwG+AkYDfwHxF5whizKbkti01E+MpxE7jqgbUAzE8wMqvu8bpdjMpOYVR2x2dMvcXvcTM6N5XRuan98n5DSTBoOFjX5ATS/VWh7o/Q1V8jZVUNVNT27KrM6xZGZFgnAiMzA+2uBkdmBRiR4SfNP6AOeQPSQPuElgDbjDHbAUTkAeBMYEAGBYDTZhdxyzNbaWxppSSnfw5SSg0WLpeQn+4nP93PzFFZcfdrbGmlsq6ZRK67vG4X2SleXK7e77IZjgZaUCgGPg77fTdwRPgOInIZcJn9a42IbO2ntnXK9Z1+fbt84EC/vuPgoJ9Le/qZxDacP5ex8R4YaEGhU8aYu4C7kt2OZBORt+P1CQ5n+rm0p59JbPq5xDbQRkj2AKPDfi+xtymllOoHAy0o/AeYLCLjRcQHnA88keQ2KaXUsDGguo+MMS0i8t/As1hTUv9kjNmY5GYNVMO+Cy0O/Vza088kNv1cYhhw6xSUUkolz0DrPlJKKZVEGhSUUko5NCgMQiKyQ0TWi8haEUleno8kE5E/iUiZiGwI25YrIs+JyAf2bU4y29jf4nwmN4nIHvv7slZETktmG5NBREaLyGoR2SQiG0XkKnv7sP6+xKJBYfA6wRgzb5jPs74HODVq2w3A88aYycDz9u/DyT20/0wAfml/X+YZY57q5zYNBC3AtcaYGcBS4EoRmYF+X9rRoKAGLWPMv4GDUZvPBO61798LnNWvjUqyOJ/JsGeM2WeMece+Xw1sxsqgMKy/L7FoUBicDLBKRNbYaT9Um0JjzD77filQmMzGDCD/LSLv2d1Lw7qLRETGAfOBN9HvSzsaFAano40xC4CVWJfBxya7QQORseZb65xruBOYCMwD9gG/SG5zkkdE0oFHgKuNMVXhj+n3xaJBYRAyxuyxb8uAx7CyyyrLfhEpArBvy5LcnqQzxuw3xrQaY4LA/zJMvy8i4sUKCH81xjxqb9bvSxQNCoOMiKSJSEboPnAysKHjZw0rTwAX2vcvBP6RxLYMCKGDnu1shuH3RawKS38ENhtjbg17SL8vUXRF8yAjIhOwrg7ASlPyN2PMzUlsUtKIyP3A8VgpkPcD3wMeB/4OjAF2Ap82xgybgdc4n8nxWF1HBtgBfCWsH31YEJGjgZeB9UDQ3nwj1rjCsP2+xKJBQSmllEO7j5RSSjk0KCillHJoUFBKKeXQoKCUUsqhQUEppZRDg4JKChHJC8vaWRqWxbNGRH7bR+95tYh80b5/j4h8Kurxmr543w7aUyAib4rIuyJyTIy2pvZF20TkRRFJKJGiiPzfcE+TMdQNqHKcavgwxlRgzZ1HRG4CaowxP++r9xMRD3AJsKCv3iPsvdzGmNYu7LocWG+M+VKMx64G/gLU9Wrjeu7PwBXAsFwbMxzolYIaUETkeBH5p33/JhG5V0ReFpGdInKOiNxi15J4xk5bgIgsFJGX7ASBz0at4A05EXjHGNPShTaIiPxMRDbY7/WZ6LbZv98hIhfZ93eIyE9F5B3gvKjXGyciL9gJ6Z4XkTEiMg+4BTjTvkJKCdv/a8AoYLWIrA7bfrOIrBORN0Sk0N5WICKPiMh/7J9lMf49KSLygIhsFpHHgPD3ulNE3rZrDHzf3naiiDwets9J9vPAWgH82c4+QzV4aVBQA91ErAP6J7HOnFcbY2YD9cDpdmD4NfApY8xC4E/EPotdBqyJ2vazsC6stWHbz8G6ipkLrLD3ixVoolUYYxYYYx6I2v5r4F5jzBzgr8Dtxpi1wHeBB+0aB/WhnY0xtwN7sWpmnGBvTgPeMMbMBf4NfNnefhtWrYTFwLnAH2K063KgzhgzHWuF88Kwx75l1+SYAxwnInOA1cA0ESmw97kY63PFGHMI8ItIXhc+DzUIafeRGuieNsY0i8h6wA08Y29fD4wDpgKzgOes9Da4sTKBRivCyqEf7pvGmIdDv4T12x8N3G93Ae0XkZeAxUAVHXswzvYjsQINWN0vt3TyOrE0AaGrlDXASfb9FcAM+98OkCki6caY8DGIY4HbAYwx74nIe2GPfVqs9OserM9ohr3Pn4EviMjddvu/GPacMqwrmYoE/h1qgNOgoAa6RgBjTFBEmk1bXpYg1vdXgI3GmCM7eZ16INDDtrQQeXUd/Xq1PXz9joT/21tp+9t1AUuNMQ3dfUERGQ98A1hsjDkkIvfQ9m+6G3gSaAAeiup2C2B9nmoI0u4jNdhtBQpE5Eiw0iOLyMwY+20GJnXxNV8GPiMibrsL5VjgLayEaTNExC8i2VgDxV3xGnC+ff/z9ut3phrI6MJ+q4Cvhn6xxyqi/Rv4nP34LKyuIoBMrEBWaY9RrAw9wRizF6sL69tYASL0+gKMxEqsp4YgvVJQg5oxpsmeWnq7iGRhfad/BWyM2vVprK6brngMq8tkHVZm0euMMaUAIvJ3rNTTHwHvdvH1vgrcLSLfBMqx+ug7cxfwjIjsDRtXiOVrwG/sLiEPVgD4r6h97rTffzNWcFwDYIxZJyLvAluAj4FXo573V6DAGBPe7bYQa2yj0wF7NThpllQ1bNgzaK4zxnyQ7LYMBiJyB/CuMeaPYdtuA54wxjyfvJapvqTdR2o4uQFrMFV1QkTWYHUz/SXqoQ0aEIY2vVJQSinl0CsFpZRSDg0KSimlHBoUlFJKOTQoKKWUcmhQUEop5fj/Y9gi+zZ+OxQAAAAASUVORK5CYII=\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 32,
      "metadata": {
        "gather": {
          "logged": 1668355149761
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "aq_df_8_no2_mean.plot(x=\"hour\", y=\"value\", label = \"mean\", color=\"green\")\n",
        "aq_df_8_no2_max.plot(x=\"hour\", y=\"value\",  label = \"max\", color=\"green\", linestyle = \"dotted\")\n",
        "plt.axis([0.5, 24.5, 0, 150]) \n",
        "plt.title('Air Quality (Sensor 35)')\n",
        "plt.xlabel('Time (Hour of the day)')\n",
        "plt.ylabel('NO₂ μg/m3')\n",
        "plt.legend(loc = \"upper left\")\n",
        "plt.show()\n"
      ],
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 432x288 with 1 Axes>",
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 33,
      "metadata": {
        "gather": {
          "logged": 1668355152933
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# date data characteristics\n",
        "date_df = pd.read_csv('../data/date_data.csv',\n",
        "                                 header=0, sep=';', quotechar='\"')"
      ],
      "outputs": [],
      "execution_count": 234,
      "metadata": {
        "gather": {
          "logged": 1668442975290
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "date_df = date_df[date_df.year==2021]"
      ],
      "outputs": [],
      "execution_count": 235,
      "metadata": {
        "gather": {
          "logged": 1668442976542
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of weather-date dataframe\n",
        "print('Weather-date data:')\n",
        "date_df.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Weather-date data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 236,
          "data": {
            "text/plain": "      date_id  year  quarter  month  week_of_year  week_of_month  \\\n622  20210109  2021        1      1             1              1   \n623  20210116  2021        1      1             2              2   \n624  20210424  2021        2      4            16              4   \n625  20210410  2021        2      4            14              2   \n626  20210403  2021        2      4            13              1   \n\n     weekday_in_month  day  day_of_year  day_of_week    date_iso  \\\n622                 2    9            9            7  2021-01-09   \n623                 3   16           16            7  2021-01-16   \n624                 4   24          114            7  2021-04-24   \n625                 2   10          100            7  2021-04-10   \n626                 1    3           93            7  2021-04-03   \n\n     days_in_month  days_in_year  days_in_quarter  is_weekend  is_holiday  \\\n622             31           365               90           1           0   \n623             31           365               90           1           0   \n624             30           365               91           1           0   \n625             30           365               91           1           0   \n626             30           365               91           1           0   \n\n     is_working_day  days_in_year_for_week  day_type  \n622               1                    365  saturday  \n623               1                    365  saturday  \n624               1                    365  saturday  \n625               1                    365  saturday  \n626               1                    365  saturday  ",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>date_id</th>\n      <th>year</th>\n      <th>quarter</th>\n      <th>month</th>\n      <th>week_of_year</th>\n      <th>week_of_month</th>\n      <th>weekday_in_month</th>\n      <th>day</th>\n      <th>day_of_year</th>\n      <th>day_of_week</th>\n      <th>date_iso</th>\n      <th>days_in_month</th>\n      <th>days_in_year</th>\n      <th>days_in_quarter</th>\n      <th>is_weekend</th>\n      <th>is_holiday</th>\n      <th>is_working_day</th>\n      <th>days_in_year_for_week</th>\n      <th>day_type</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>622</th>\n      <td>20210109</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>2</td>\n      <td>9</td>\n      <td>9</td>\n      <td>7</td>\n      <td>2021-01-09</td>\n      <td>31</td>\n      <td>365</td>\n      <td>90</td>\n      <td>1</td>\n      <td>0</td>\n      <td>1</td>\n      <td>365</td>\n      <td>saturday</td>\n    </tr>\n    <tr>\n      <th>623</th>\n      <td>20210116</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>2</td>\n      <td>2</td>\n      <td>3</td>\n      <td>16</td>\n      <td>16</td>\n      <td>7</td>\n      <td>2021-01-16</td>\n      <td>31</td>\n      <td>365</td>\n      <td>90</td>\n      <td>1</td>\n      <td>0</td>\n      <td>1</td>\n      <td>365</td>\n      <td>saturday</td>\n    </tr>\n    <tr>\n      <th>624</th>\n      <td>20210424</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>4</td>\n      <td>16</td>\n      <td>4</td>\n      <td>4</td>\n      <td>24</td>\n      <td>114</td>\n      <td>7</td>\n      <td>2021-04-24</td>\n      <td>30</td>\n      <td>365</td>\n      <td>91</td>\n      <td>1</td>\n      <td>0</td>\n      <td>1</td>\n      <td>365</td>\n      <td>saturday</td>\n    </tr>\n    <tr>\n      <th>625</th>\n      <td>20210410</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>4</td>\n      <td>14</td>\n      <td>2</td>\n      <td>2</td>\n      <td>10</td>\n      <td>100</td>\n      <td>7</td>\n      <td>2021-04-10</td>\n      <td>30</td>\n      <td>365</td>\n      <td>91</td>\n      <td>1</td>\n      <td>0</td>\n      <td>1</td>\n      <td>365</td>\n      <td>saturday</td>\n    </tr>\n    <tr>\n      <th>626</th>\n      <td>20210403</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>4</td>\n      <td>13</td>\n      <td>1</td>\n      <td>1</td>\n      <td>3</td>\n      <td>93</td>\n      <td>7</td>\n      <td>2021-04-03</td>\n      <td>30</td>\n      <td>365</td>\n      <td>91</td>\n      <td>1</td>\n      <td>0</td>\n      <td>1</td>\n      <td>365</td>\n      <td>saturday</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 236,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668442978016
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "date_vars = [\"date_id\", \"is_holiday\", \"day_of_week\"]"
      ],
      "outputs": [],
      "execution_count": 237,
      "metadata": {
        "gather": {
          "logged": 1668442980615
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "date_df = date_df[date_vars]"
      ],
      "outputs": [],
      "execution_count": 238,
      "metadata": {
        "gather": {
          "logged": 1668442981886
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of aq-date dataframe\n",
        "print('Aq-date data:')\n",
        "date_df.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Aq-date data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 239,
          "data": {
            "text/plain": "      date_id  is_holiday  day_of_week\n622  20210109           0            7\n623  20210116           0            7\n624  20210424           0            7\n625  20210410           0            7\n626  20210403           0            7",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>date_id</th>\n      <th>is_holiday</th>\n      <th>day_of_week</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>622</th>\n      <td>20210109</td>\n      <td>0</td>\n      <td>7</td>\n    </tr>\n    <tr>\n      <th>623</th>\n      <td>20210116</td>\n      <td>0</td>\n      <td>7</td>\n    </tr>\n    <tr>\n      <th>624</th>\n      <td>20210424</td>\n      <td>0</td>\n      <td>7</td>\n    </tr>\n    <tr>\n      <th>625</th>\n      <td>20210410</td>\n      <td>0</td>\n      <td>7</td>\n    </tr>\n    <tr>\n      <th>626</th>\n      <td>20210403</td>\n      <td>0</td>\n      <td>7</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 239,
      "metadata": {
        "gather": {
          "logged": 1668442982999
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# join weather data to the date data dataset\n",
        "traffic_holiday_dfx1= pd.merge(traffic_dftd1, date_df, how='left', on='date_id')"
      ],
      "outputs": [],
      "execution_count": 343,
      "metadata": {
        "gather": {
          "logged": 1668447852000
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# join weather data to the date data dataset\r\n",
        "traffic_holiday_dfx2= pd.merge(traffic_dftd2, date_df, how='left', on='date_id')"
      ],
      "outputs": [],
      "execution_count": 344,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668447890720
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of aq-date dataframe\n",
        "print('Aq-date data:')\n",
        "traffic_holiday_dfx1.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Aq-date data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 342,
          "data": {
            "text/plain": "   intensity   date_id  is_holiday  day_of_week\n0        660  20210223         0.0          3.0\n1        632  20210223         0.0          3.0\n2        537  20210223         0.0          3.0\n3        608  20210223         0.0          3.0\n4        736  20210223         0.0          3.0",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>intensity</th>\n      <th>date_id</th>\n      <th>is_holiday</th>\n      <th>day_of_week</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>660</td>\n      <td>20210223</td>\n      <td>0.0</td>\n      <td>3.0</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>632</td>\n      <td>20210223</td>\n      <td>0.0</td>\n      <td>3.0</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>537</td>\n      <td>20210223</td>\n      <td>0.0</td>\n      <td>3.0</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>608</td>\n      <td>20210223</td>\n      <td>0.0</td>\n      <td>3.0</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>736</td>\n      <td>20210223</td>\n      <td>0.0</td>\n      <td>3.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 342,
      "metadata": {
        "gather": {
          "logged": 1668447849387
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import seaborn as sns\n",
        "\n",
        "# view traffic by DOW with impact of holiday flag\n",
        "pp = sns.pairplot(x_vars=[\"day_of_week\"], y_vars=[\"intensity\"],\n",
        "             data=traffic_holiday_dfx1, hue=\"is_holiday\", size=10)\n",
        "pp.set(ylabel='Veh./hour')\n",
        "pp.set(title='Traffic Intensity (Sensor 4306) / Day of week - Plotpair')\n",
        "\n",
        "\n",
        "pp.axes[0,0].set_ylim(0, 1800, 1800, 2500)\n",
        "\n",
        "\n"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 281,
          "data": {
            "text/plain": "(0.0, 1800.0)"
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 777.625x720 with 1 Axes>",
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 281,
      "metadata": {
        "gather": {
          "logged": 1668444456392
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_holiday_dfx1_holidays = traffic_holiday_dfx1[traffic_holiday_dfx1.is_holiday==1]"
      ],
      "outputs": [],
      "execution_count": 299,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668445175190
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_holiday_dfx2_holidays = traffic_holiday_dfx2[traffic_holiday_dfx2.is_holiday==1]"
      ],
      "outputs": [],
      "execution_count": 345,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668447926108
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_holiday_dfx1_working_days = traffic_holiday_dfx1[traffic_holiday_dfx1.is_holiday==0]"
      ],
      "outputs": [],
      "execution_count": 296,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668445082563
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_holiday_dfx2_working_days = traffic_holiday_dfx2[traffic_holiday_dfx2.is_holiday==0]"
      ],
      "outputs": [],
      "execution_count": 346,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668447948006
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_holiday_dfx1_working_days.head()"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 319,
          "data": {
            "text/plain": "   intensity   date_id  is_holiday  day_of_week\n0        660  20210223         0.0          3.0\n1        632  20210223         0.0          3.0\n2        537  20210223         0.0          3.0\n3        608  20210223         0.0          3.0\n4        736  20210223         0.0          3.0",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>intensity</th>\n      <th>date_id</th>\n      <th>is_holiday</th>\n      <th>day_of_week</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>660</td>\n      <td>20210223</td>\n      <td>0.0</td>\n      <td>3.0</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>632</td>\n      <td>20210223</td>\n      <td>0.0</td>\n      <td>3.0</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>537</td>\n      <td>20210223</td>\n      <td>0.0</td>\n      <td>3.0</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>608</td>\n      <td>20210223</td>\n      <td>0.0</td>\n      <td>3.0</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>736</td>\n      <td>20210223</td>\n      <td>0.0</td>\n      <td>3.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 319,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": true
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668446184358
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_holiday_dfx1_working_days_mean = traffic_holiday_dfx1_working_days.groupby('day_of_week')[\"intensity\"].mean().astype(int)"
      ],
      "outputs": [],
      "execution_count": 321,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668446278915
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_holiday_dfx2_working_days_mean = traffic_holiday_dfx2_working_days.groupby('day_of_week')[\"intensity\"].mean().astype(int)"
      ],
      "outputs": [],
      "execution_count": 347,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668447969883
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_holiday_dfx1_holidays_mean = traffic_holiday_dfx1_holidays.groupby('day_of_week')[\"intensity\"].mean().astype(int)"
      ],
      "outputs": [],
      "execution_count": 322,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668446300627
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_holiday_dfx2_holidays_mean = traffic_holiday_dfx2_holidays.groupby('day_of_week')[\"intensity\"].mean().astype(int)"
      ],
      "outputs": [],
      "execution_count": 348,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668447990414
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df_working_days = pd.DataFrame(traffic_holiday_dfx1_working_days_mean, columns = ['intensity'])"
      ],
      "outputs": [],
      "execution_count": 324,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668446615485
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df2_working_days = pd.DataFrame(traffic_holiday_dfx2_working_days_mean, columns = ['intensity'])"
      ],
      "outputs": [],
      "execution_count": 349,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668448009376
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df_holidays = pd.DataFrame(traffic_holiday_dfx1_holidays_mean, columns = ['intensity'])"
      ],
      "outputs": [],
      "execution_count": 325,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668446617220
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df2_holidays = pd.DataFrame(traffic_holiday_dfx2_holidays_mean, columns = ['intensity'])"
      ],
      "outputs": [],
      "execution_count": 350,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668448029579
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df_working_days.reset_index(inplace=True, level=['day_of_week'])"
      ],
      "outputs": [],
      "execution_count": 326,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668446619502
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df2_working_days.reset_index(inplace=True, level=['day_of_week'])"
      ],
      "outputs": [],
      "execution_count": 351,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668448043717
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df_holidays.reset_index(inplace=True, level=['day_of_week'])"
      ],
      "outputs": [],
      "execution_count": 327,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668446621004
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df2_holidays.reset_index(inplace=True, level=['day_of_week'])"
      ],
      "outputs": [],
      "execution_count": 352,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668448053317
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "x = np.linspace(0,6.3, 50)\r\n",
        "a = (np.sin(x)+1)*3\r\n",
        "df = pd.DataFrame({\"x\":x, \"a\":a})\r\n",
        "\r\n",
        "ax1 = traffic_holiday_dfx1_working_days.plot.scatter(x='day_of_week',\r\n",
        "                       y='intensity',\r\n",
        "                      c='blue')\r\n",
        "ax2 = traffic_holiday_dfx1_holidays.plot.scatter(x='day_of_week',\r\n",
        "                       y='intensity',\r\n",
        "                      c='orange', ax = ax1)\r\n",
        "ax3 = df_working_days.plot( x=\"day_of_week\",y=\"intensity\", color=\"blue\", label=\"x vs. a\", ax=ax1)\r\n",
        "ax4 = df_holidays.plot( x=\"day_of_week\",y=\"intensity\", color=\"orange\", label=\"x vs. a\", ax=ax1)\r\n",
        "plt.legend(['mean working days', 'mean holidays','working days', 'holidays'], bbox_to_anchor=(1.0, 1.0))\r\n",
        "plt.title('Traffic Intensity Sensor 4306 / Day of Week')\r\n",
        "ax1.set_xlabel(\"Day of Week\")\r\n",
        "ax1.set_ylabel(\"Vehicles/Hour\")\r\n",
        "ax1.set_xticklabels(['', 'Sun', 'Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat'])"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 340,
          "data": {
            "text/plain": "[Text(0, 0, ''),\n Text(0, 0, 'Sun'),\n Text(0, 0, 'Mon'),\n Text(0, 0, 'Tue'),\n Text(0, 0, 'Wed'),\n Text(0, 0, 'Thu'),\n Text(0, 0, 'Fri'),\n Text(0, 0, 'Sat')]"
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 432x288 with 1 Axes>",
            "image/png": 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l5UUMGjQorUuXLlnXX399akpKSo8DBw6c5hiYOXNmS5vN1r1Hjx4ZX3/9dbxL/uqrrzbr2bNnt4yMjMxBgwal7927N8LhcJCamto9Ly8vAsDhcNChQ4fueXl5EfPnz2+RlpaW1bVr18zs7Oyuvn5mgRpuOgZw/9ofADoopY6ISF/gbRHJ8rVREZkMTAbo0CEgHiCNRhNCjBkDw4eH/lu+e7xIWZkhmzTJuLaGvKaJE2m/YQNxDdcidO9O6fz57K1tn71798YsXrx4V9++fXN79uyZ8corr7RcvXr1lldffbX5X/7ylzZDhw7d+cADD7QZOnToiTfeeCO3oKDAmp2dnTFy5MgTKSkp9i+++GJbXFycWr9+ffSYMWM6bdiwYTPA5s2bY9etW7fLZrNV9e3bt9vSpUvjL7300mLXedu2bWuvqKiwHD161LJ8+fL4rKys0mXLlsUrpYpbtmxpT0hIcE6ZMqXD2LFjj9x5551Hnn766ZZTpkxpv2zZsp0ABw4ciPr++++3REREcO+996YAPP7448mffPJJ048++mhHbGzsaUGxSUlJ9k2bNm2ePn168vTp089bvHjxnt/97ncpF110UdETTzxx8M0332z6+uuvJ9U8bs+ePZHTp09PWbNmzebExETHoEGDunbv3r0UYMSIEcWjR4/eYrFYeOqpp5IeffTR1nPnzt13zTXXHHnhhRcSH3roocP//e9/m2ZkZJSlpKTYp0+f3ubjjz/e1rFjx6qCggKrr59po3ssRCQCuBpY7JIppSqUUkfM5TXATiAd2A+4W3rtTJlHlFJzlFLZSqns5FD9h9BoNI1KcjL06xe6RgWEf7xI27ZtK/r3719mtVpJT08vGzZs2AmLxcL5559fum/fvmiAzz77rOk//vGPNt26dcscPHhw14qKCtmxY0dUZWWl3HDDDbb09PTMa6+9tvPOnTtjXO326NGjpHPnzlVWq5WsrKzSnTt3RtU8d3Z2dvGyZcviv/zyy4T77rvvwBdffJGwbNmy+JycnGKAtWvXNpk8efJRgClTphxds2bNSU/B1VdffSwi4tT7+2uvvdby448/bvb+++/v8mRUANxwww3HAPr371+6d+/eaIDvvvsufvz48UcBrrnmmhNNmzZ11DxuxYoVTXJycopSUlLsMTEx6uqrrz7q2rZ79+6oIUOGpKWnp2fOmjWr9ZYtW2JNfQtee+21lgDz589PmjBhQoHrmseOHWubMWNGkt1ur/fn5CIQHovhwBal1MkuDhFJBo4qpRwi0gkjSHOXUuqoiJwQkRzgW2Ac8M8A6KzRaDRBS2PFi9TlWfAXUVFRJx/CFouFmJgYBWC1WnE4HAKglOLNN9/c0atXrwr3Y++9996UVq1aVS1ZsmS30+kkNja2r2tbdHT0yXatVit2u/20UYdDhgwpWrFiRcK+ffuixo4de3zGjBmtAXXFFVcU1qV3fHx8tb6Vbt26lW3atClu9+7dkd26dav0dIzr2iIiIpQnfc6EqVOndrj77rsPjh07tvC9995LePTRR1MAunTpUpWUlGR/5513EtatW9fk7bff3gXw6quv/vTpp582eeedd5r17ds3c82aNZtat259mjHjDX8ON10EfAN0FZF9IjLJ3DSa6t0gABcCP5rDT98EbldKuaytO4AXgB0YngwduKnRaDRuhFu8yJkwdOjQEzNmzDjPFSfx1VdfxQIUFhZa27RpU2W1WnnuuedaOhz1fj4CMHz48OIlS5YkduzYscJqtdK8eXP78uXLm40YMaIYoE+fPiUvvPBCC4DZs2cnZmdnF3trq3fv3qXPPvvsnpEjR3bJzc2NrK8O/fr1K/73v/+dCPCf//yn6YkTJ07rnrjwwgtLvv3224SDBw9aKyoq5K233mrh2lZUVGTt0KFDFcDChQtbuh83ceLE/FtuuaXjlVdeedTlXdm4cWP0sGHDSp5++um8Fi1a2Hft2nWaJ6c2/DkqZIwX+QQPsiUYw0897b+aWjJ8aTQajSZ84kXOlOnTp+dNnjy5Q7du3TKdTqe0b9++Yvny5Tvuueeew6NGjer82muvtRw2bFhhbGyss+7WTtG1a9dKpZQMGTKkCGDgwIHFBw4ciEpOTnYAPP/88z+NGzfONnPmzNYtW7a0v/TSS7m1tXfppZcWP/HEE/suv/zytE8//XRbfa/tmmuu6ZSWltayb9++xUlJSVXNmzevZiGlpqZW3X///Xk5OTkZCQkJDld8BcCDDz6YN2bMmM7NmjWzDx48uOinn36Kdm0bM2ZM4dSpU62TJ08+4pJNmzatXW5ubrRSSgYPHnwiJyenrF43y0SUCs+EatnZ2Wr16tWBVkOj0WhCBhFZo5TKdpf98MMPub169SoIlE4aKCsrk4iICBUZGcmyZcuaTJ06NXXLli2bGqLtFStWxE2bNq39mjVrtvpy3A8//JDUq1cvm6dtugiZRqPRaDRBzI4dO6Kuu+66zk6nk8jISDV79uzchmj3gQceaL1w4cLkBQsW7G6I9lxow0Kj0Wg0miCmR48eFZs3b24QD4U7jz/++MHHH3/8YEO3q4uQaTQajUajaTC0YaHRaDQajabB0IaFRqPRaDSaBkMbFjUpz4cjq4y5RqPRaDQan9CGhTu5i+C/qfDpCGOeGyZVfDQajUZzRvTv37/rihUr6l0f5b333ksYOnRoF4BXXnml2QMPPNDa035xcXF9GkrHYEOPCnFRng/fTgJHmTGBsd56OMScY5lmNBqNRnPWjB07thCoM/V3uKE9Fi5KcsFSI2upJdKQazQajSYgBLJsuotFixa16NGjR4bNZuv+4YcfxgOUlpbKNddcY0tPT8/MyMjIfPfddxNqHjdr1qyW48aN6wCwZcuWqN69e3dLT0/PvOuuu1Jc+xQWFloGDhyY7iqV7tL7nnvuSXn00Udbufa788472/75z39utWfPnsjs7Oyu3bp1y0xLS8ty6RNMaI+FiyY2cNaoCeOsMuQajUajgZUT23N8Q4OWTad591Jy5gdl2XQXdrtd1q9fv3nx4sXNHn300ZTLLrts25NPPtlKRNi2bdumtWvXxvz85z9P27lz5wZv13DHHXd0uOWWW/KnTp165IknnjjpBo+Li3P+73//25GYmOg8cOBAxIABA7rdcMMNx6dMmVJw1VVXdX7ooYcOOxwO3n777RarVq3a/K9//SvpkksuKXzyyScP2u12ioqKgs5BEHQKBYyYZBgwD6yxENnUmA+Yp7tBNBqNJsAEsmw6wLXXXnsMYNCgQSX79u2LAvj666/jb7rppiMAffr0KU9JSalcv359jKfjAb7//vv4W2+99SjAbbfddrIuh9PplHvuuaddenp65tChQ9MPHz4ctW/fvoiuXbtWNm/e3P7VV1/FvvXWW02zsrJKW7du7cjJySlZtGhR0r333pvy3XffxbZo0cKn2ieNgfZYuGMbY8RUlOQangptVGg0Gs0p6vAs+ItAlk2HaqXMT57vTLBYLKcV55o9e3bikSNHItavX785OjpatW3btkdZWZkF4Oabby544YUXkg4fPhx58803HwG4/PLLi1esWLF1yZIlzSZOnNhx6tSph6ZOnXqkZruBRHssahKTDC37aaNCo9FoQgh/lU33xgUXXFD88ssvJwL8+OOP0QcOHIjq2bNnubf9zz///OK5c+cmAsydO/dk6fLCwkJrUlJSVXR0tHr33XcT8vLyTnpNbrrppuPLly9v9sMPPzQZNWpUIcC2bdui2rVrV/Wb3/ymYNy4cfnff/99w3ZNNQDasNBoNBpNyDN9+vQ8u90u3bp1y+zSpUvWH/7wh7YA99xzz+FFixa17Nq1a+aWLVtifC2b7o377rvvsNPplPT09Mzrr7++8+zZs3NjY2O9lgt/7rnnfpozZ06r9PT0zP3790e65LfccsvRH374oUl6enrmiy++2LJjx44njZOYmBg1aNCgEyNHjjwaEWF0MHz00UcJGRkZWRkZGZlLlixJvO+++w41xPU0JLpsukaj0WgAXTY92HA4HGRlZWW+8cYbO3v06FFR9xGNR21l07XHQqPRaDSaIGPNmjUxqampPYYMGXIi2IyKutDBmxqNRqPRBBl9+/Yt37dv3/pA63EmaI+FRqPRaDSaBkMbFhqNRqPRaBoMvxkWIjJfRA6LyAY32SMisl9E1pnTz922/V5EdojIVhG51E1+mSnbISK/85e+YYmu1Bp05OfDqlXGXKPRaMIRf3osFgKXeZD/QynV25zeBxCRTGA0kGUe85yIWEXECjwLXA5kAmPMfTV1oSu1Bh2LFkFqKowYYcwX6Y9Eo9GEIX4zLJRSK4Cj9dz9l8BrSqkKpdRuYAfQ35x2KKV2KaUqgdfMfTW14V6ptarQmH87SXsuAkh+PkyaBGVlUFhozCdN0p4LjaYxadu2bY8DBw6cNmihT58+3fxxPl9LrocLgYixmCoiP5pdJS1MWVvAPVXsPlPmTe4REZksIqtFZHX+ufyPrSu1Bh25uRBV4yOJjDTkGo3G/9jtdq/b1q5du6URVQl7Gtuw+BfQGegNHABmNGTjSqk5SqlspVR2cvI5nJJbV2oNOmw2qKzxkVRVGXKNJtzIyyPi88+Jy8s7+5QGf/zjH8977LHHWgFMmjSpfU5OTjrAO++8kzBy5MiOYNTbSE9Pz0xLS8uaMmXKyZfPuLi4Prfeemu7rl27Zn7yyScny4sXFxfLhRdemDZjxowk135Qeyn1xYsXN+vYsWNWVlZWxoQJE9oPHTq0S01di4uL5YorrujUqVOnrBEjRnQuLy8/WVdk7NixHbp3757RpUuXrGnTpqW4rmH48OGdXfu89dZbTUeMGNHZbrczatQoW1paWlZ6enrmn/70p1Y1zxXMNKphoZQ6pJRyKKWcwFyMrg6A/UB7t13bmTJvck1t6EqtQUdyMsybB7Gx0LSpMZ83z5BrNOHE7Nm06NSJHldcQXqnTvSYM4cWdR/lnYsvvrj4q6++igdYt25dXElJibWiokI+//zz+CFDhhTl5uZGPvLII20/++yzbZs2bdq4du3aJv/+97+bA5SVlVkGDBhQsnXr1k2ucugnTpyw/OxnP0u77rrrjv7mN785LaPo5s2bY5999tm9O3bs2PjTTz9FL126NL60tFTuvvvu1A8++GD7xo0bNx85csSjwfT3v/+9VWxsrHPXrl0bH3vssbxNmzY1cW176qmn9m/YsGHzli1bNn711VcJ3377bewVV1xRtHPnzpi8vLwIgPnz57e8+eabC7755pu4AwcORG7fvn3jtm3bNv36178OqiJjddGohoWItHFbvQpwjRh5BxgtItEi0hFIA74DVgFpItJRRKIwAjzfaUydQxbbGPjlHhi2zJjbxgRao3OeMWNgzx5YtsyYj9EfiSbMyMsj4u67sVVUYCkuxlpRgeWuu7Cdjedi8ODBpevXr29y9OhRS3R0tMrOzi7+4osv4r755puEYcOGFX/55ZdNcnJyilJSUuyRkZFcf/31Rz///PN4MCqWTpgw4Zh7eyNHjuxy0003FXirCOqplPq6deti2rdvX9GtW7dKgNGjR3uMH/zyyy9PllIfMGBAWXp6eqlr24svvpiYmZmZkZmZmbl9+/aYH374IcZisXDdddcdmTt3bmJBQYH1+++/j7/22msLu3XrVrF3797o8ePHt3/zzTebtmjRomEqpzUS/hxuugj4BugqIvtEZBLwVxFZLyI/AkOBaQBKqY3A68Am4EPg16Znww5MBT4CNgOvm/tq6oOu1Bp0JCdDv37aU6HxD4Eezrx9O1GRkVQrQBUZidq+nShvx9RFdHS0at++fcVzzz2X1L9//+ILL7yweNmyZQl79uyJ7tOnj9dqogBRUVFOV/EuF/369Sv+6KOPmrm6ODydz7VcWyl1X9iyZUvUM888c97nn3++bdu2bZuGDRtWWF5ebgGYMmXKkddff73lvHnzEq+88spjkZGRJCcnOzZs2LBp6NChRc8//3zy6NGjbWerQ2Piz1EhY5RSbZRSkUqpdkqpeUqpm5RSPZRSPZVSI5VSB9z2/4tSqrNSqqtS6gM3+ftKqXRz21/8pa9Go9GEMsEwnDktjcqqKqo9iKuqkLQ0KqZvpqAAACAASURBVL0dUx8GDhxY/Oyzz5538cUXFw0fPrzoxRdfTM7MzCy1WCwMGTKk5Ntvv004cOBAhN1u54033ki8+OKLi7219be//S2vefPm9nHjxnWo7/l79uxZvnfv3uitW7dGASxevDjR036DBw8ufuWVVxIBVq1aFbNt27Y4gGPHjlljY2OdiYmJjr1790Z89tlnzVzH2Gy2qvPOO69qxowZbSZPnlwAcODAgQiHw8GECROOP/HEE/vXr18fUiNLdOZNjUajCXGCZThzSgr2WbPIjY7GGR+PIzoa56xZ5Kak4H1IRj246KKLivLz8yOHDRtW0r59e3t0dLS64IILigFSU1OrHn744f0XXXRRekZGRlavXr1KbrzxxuO1tTd//vy95eXllttvv71dfc4fHx+vnnrqqT2XXXZZWlZWVkZ8fLwjISHhtO6J3/72t4dLSkqsnTp1ynrwwQfbZmZmlgAMHDiwrHv37qWdO3fuft1113Xq27dvNcNn9OjRR9q0aVN5/vnnlwPk5uZGDh48uGu3bt0yb7rppk6PPvrovvreq2BAl03XaDSaEGfVKsNTUVh4Sta0qRHP069f/dtpqLLpeXlEbN9OVFoalWdrVAQLhYWFlmbNmjmdTifjxo3rkJaWVv7www8fboi2x40b16FPnz6l06ZNC5ny9LWVTdfVTTUajSbECbbhzCkp2MPFoHDx9NNPJy1atCipqqpKsrKySu+9994GMQKysrIyYmNjnbNnz95b996hgTYsNBqNJsRxDWeeNAksFnA69XDmhubhhx8+3FAeCnc2bty4uaHbDDQ6xkKj0WjCBFfPdpj2cGtCBG1YaDQaTYjjCt4sL4eSEmOua9FoAoU2LDQajSbE0bVoNMGENiw0Go0mxAm24E3NuY02LDQajSbECfdaNFu3bo1KS0vLqu/+o0aNsi1YsKAFwPXXX5+6Zs2amJr7zJo1q6UvSbI09UePCtFoNJowYMwYGD7c6P6w2cLHqDhbFi9evCfQOpxraI+FRqPRhAlBU4umNC+CQ5/HUZrXYC+vDoeD0aNHp3bp0iXrggsuSCsuLpavv/46tlevXt3S09MzR4wY0Tk/P99a87j+/ft3XbFiRRzAzJkzW9pstu49evTI+Prrr0+WUX/11Veb9ezZs1tGRkbmoEGD0vfu3RvhcDhITU3t7qo86nA46NChQ/e8vLyI+fPnt0hLS8vq2rVrZnZ2dteGusZwQRsWNSnPhyOrjLlGo/FKoAteNRThch0AmzfDiy8a84CxfXYL3unUg8+vSOedTj3YMeesyqa7+Omnn2Luuuuuwzt27NjYrFkzx0svvdRiwoQJHR9//PF927Zt25SVlVV2//33p3g7fs+ePZHTp09P+frrr7esWrVqy7Zt22Jd20aMGFG8bt26LZs3b950zTXXHH300UdbW61WrrnmmiMvvPBCIsB///vfphkZGWUpKSn26dOnt/n444+3bd26ddOHH364oyGuL5zQhoU7uYvgv6nw6QhjnhuAKj4aTQgQDAWvGoJwuQ6AO++EzEyYMMGY33lnAJQozYtgzd02nBUW7MVWnBUWVt9lawjPRdu2bSsGDRpUBtCnT5/SnTt3RhcVFVl/8YtfFAPceuutR1auXBnv7fgVK1acLK8eExOjrr766pOlz3fv3h01ZMiQtPT09MxZs2a13rJlSyzAlClTCl577bWWAPPnz0+aMGFCAUB2dnbx2LFjbTNmzEiy28MqwWiDoA0LF+X58O0kcJRBVaEx/3aS9lxoNDUIloJXZ0u4XAcYHopnnqkue+aZAHguirZHYYmsnp7LEqko2n7GZdNdREVFuZczV8ePH2+wbpapU6d2uOOOOw5v27Zt0zPPPLOnoqLCAtClS5eqpKQk+zvvvJOwbt26Jtdee20hwKuvvvrTY489lrd3796ovn37Zh48ePC0LphzGW1YuCjJBUuN774l0pBrNJqThEvOhHC5DoDvvvNN7jcS0ipxVlUrm46zSkhIO6uy6Z5o1qyZo2nTpo4PP/wwHmDevHktBw4c6LVc+oUXXljy7bffJhw8eNBaUVEhb7311skumqKiImuHDh2qABYuXNjS/biJEyfm33LLLR2vvPLKoxERhi2zcePG6GHDhpU8/fTTeS1atLDv2rXrrA2ncEIbFi6a2MBZ47vvrDLkGo3mJOGSMyFcrgOgf3/f5H4jLsVO9qxcLNFOIuIdWKKdZM/KJS7FL/0FCxYs2H3//fe3S09Pz/zxxx9jp0+fnudt39TU1Kr7778/LycnJyM7O7tbenp6uWvbgw8+mDdmzJjOWVlZGS1btqym65gxYwpLS0utkydPPuKSTZs2rV16enpmWlpaVr9+/YpzcnLK/HF9oYoum+7Oqjthu5s/MW0q9Ptnwyqm0YQBixYZ3QaRkcbDeN48Y7hjqLFoEUycCFYrOBwwf35oXkd+PrRubRQfc2GxwMGDvo0Qaaiy6ZTmRVC0PYqEtEp/GRWNxYoVK+KmTZvWfs2aNVsDrUswocum14fyfNg1r7ps1zzo8RDEBHrslkYTXIRTzgSR6vNQJDcXEhKMWBEX8fGGPCCfTVyKPdQNCoAHHnig9cKFC5MXLFiwO9C6hBK6K8SFjrEIWsJpOGA4ETQ5E84Q9+DNkpLQDt4Mp26dYOLxxx8/mJeXt/7SSy/1GruhOR2/GRYiMl9EDovIBjfZ30Rki4j8KCJviUhzU24TkTIRWWdOz7sd01dE1ovIDhGZJeKn94omNrCXVpfZy3SMRYAJp+GAmuAinII3/ZzS2+l0OkPYn6NpaMzvg9Pbdn96LBYCl9WQLQW6K6V6AtuA37tt26mU6m1Ot7vJ/wXcCqSZU802G46aNkso+0bDgHAaDqgJPsLtLX/MGFizBmbNMuYNGCuyIT8/v5k2LjRgGBX5+fnNgA3e9vFbjIVSaoWI2GrIPnZbXQlcU1sbItIGaKqUWmmuvwT8CvigQZUFo8vDGlt9ZIg1xpDrGIuA4HqjLHOLt3a9UYaq+10TPCQnG4aqe/6HSZNC97vlCqiNijIMpoYKqLXb7bccPHjwhYMHD3ZHd59rDE/FBrvdfou3HQIZvDkRWOy23lFE1gIngD8opb4A2gL73PbZZ8o8IiKTgckAHTr4WLRODzcNOsLtjVITXOTnw+zZ1WWzZ8NDD4WeceHu3XMZ4pMmGQG2Z3stffv2PQyMPGslNecMAbE+ReRBwA68YooOAB2UUn2Ae4FXRaSpr+0qpeYopbKVUtnJvv6aYpJhwDzDaxHZ1JgPmKe9FQEk3EtBhzqhHlS7dq1hqLpTVWXIQ41wihfRhD6N7rEQkQnAFcAlykyioZSqACrM5TUishNIB/YD7dwOb2fK/INtDLQebnR/NLFpoyIICKdhjeGEv9zujclPP/kmD2ZstupdhgDl5dq7pwkMjeqxEJHLgPuAkUqpUjd5sohYzeVOGEGau5RSB4ATIpJjjgYZB/zXr0rGJEPLfuFhVBRuhl0vGvMQJtSHNbpTsD+fTV+somB/iL7mEz5BtTUfxHXJg52a3YY11zWaxsKfw00XAd8AXUVkn4hMAp4BEoClNYaVXgj8KCLrgDeB25VSrspzdwAvADuAnfgjcNOdcCmbvupO+F8mrJxgzFcFotShxp2vXl1E3MeptN02griPU/nq1dAcO+vNvR5qbvfhw32TBzPLl/sm12j8iT9HhXhyjM7zIEMptQRY4mXbaqB7A6rmndxFRkVTS5QRyDlgntE9EmoUbq6emhyM9fQ7oFlGYHQ6xynYn0+fiknERZcBxitxn4pJFOwfTlLb0HLFxMef/lZfVmbIQ4mMDJg6tfqokKlTDXmo8fXX3uXXXde4umg0euiQi3Aqm37ES0lDb3KN3zm8K5cqZ/XouipnJId35QZGobOguNgIpHUnJsaQawKDeyrv+sg1Gn+iDQsX3lJ3h2JK7/guvsk1fqdVJxsxEdUzu8ZElNGqky0wCp0FNhtUVFSXVVaGXqDg5s3VvRVgrG8OwZCkVq18k2s0/qRWw0JErCLy98ZSJqBExBteCnccZYY81LBGgURWl0mkIdcEhKSWYLFUT1xosQhJLQOk0FlQUFC9iiYY6wW+1b8MOMuW+SYPZhwO3+QajT+p1bBQSjmAwY2kS2Ap2eubPJhpYgNLjfAZS4RO9hVAdm/IpaSiev9BaUUMuzfkBkahsyBcHsjnneebPJjp3Nk3uUbjT+rTFbJWRN4RkZtE5GrX5HfNGptSL4PXvcmDGZ3sK+hYttJGlLX6+L9IaxXLVtoCo9BZEC4P5B49fJMHMzt3+ibXaPxJfUaFxABHgGFuMgX8xy8aBYqi3b7Jg50wSvaVnx/6CbKKq5KZOGce8ydPosoRSaS1iolz5jHgutC7oHB5IHsLNg3FINSaMS91yTUaf1KnYaGUurkxFAk4FV46iL3JQ4GY5JA2KMDI8HjzzUahWaVgwYLQy/AIsGcPLF45hk82DseWnEtuvo2ComRaDwi0Zr5TXGyki3ZPhx0ZGXoP5EOHfJMHM+GSW0QTHtRpWIjIAgwPRTWUUhP9olGgUF7S1HmTa/xOfj7ceGP1QMEbb2yYwkqNjSsLYkFRMgVFyafJQ4n4eM81NkItj8X773uXX3FF4+pyttQc/luXXKPxJ/WJsXgP+J85fQI0BULs3aQeJF3gm1zjd5Yv9zz6IBSzCY4da8y7ttnMuCEv0rXN5mryUOLNN32TByveUpCHWmpygJIS3+QajT+pT1dItYyYZqruL/2mUaCIbe2bPAQI9diEHTt8kwcziYkw86Y7ufPSU4kTZn00lcTEfwZQqzPjjTe8y//4x8bV5WzQhoVG4x/OJEFWGhB+aVd+8phR3Ls8yFm0CDp0gKFDjfmiECxL0cVLPi9v8mBmxbubufPSZxDh5HTXpc+w4t3Qy8YULsW7win3g8XLP7k3uUbjT+r82olIkYiccM2Bd4H7/a9aI1PuJWLLmzyIyc+H8eONssklJcZ8/PjQexMLl9EHAHLUczp1b/JgJjLSN3mwcvCgb/JgZv9+3+QajT+p07BQSiUopZq6zdNrdo+EBWVeDAhv8iBm7VrPwXVr1wZGnzNlr5fcZN7kwcy3mzy7WbzJg5njx32TBytHjvgmD2Zq/t7rkms0/qRe1U1FZCRGaXOAz5RS7/lPpQARTgmywoSfvNx6b/JgJg7Pr47e5MFMhJd/DW/yYCUuDo4d8ywPNcIpXkQT+tSnK2Q6cDewyZzuFpHH/a1Yo6O8dKx6kwcx7dv7Jg9WdnvJTeZNHsyktPTs+fImD2bCJTbBbvdNHszoGAtNMFGfr93PgRFKqflKqfnAZUCIjfKuD95uRej9MnVZ6+CjXCX6JA9mSkt9kwcr4WIgAWRm+ibXaPxJfZ+azd2Wm/lDkYBTs2hXXfIgxmY7/c/R6Qy9stZJSb7Jg5m28dt8kgcz4ZIKO5zSYIdTt6Em9KmPYfEERiGyhSLyIrAG+It/1QoAkc19kwc5Nd25oeje9VaGO9TKcwOs3PMzn+TBjNXqmzxY8Zb1NBSzoYZLQK0mPKjPqJBFQA5G0bElwECl1GJ/K9bo2It8kwcxa9d6zlgZaqNCwsmwyDviucvDmzyYiYnxTR6sqNMKFdQuD2bC6Vo0oY9Xw0JEzndNQBtgnzmlmLI6EZH5InJYRDa4yRJFZKmIbDfnLUy5iMgsEdkhIj+6n0NExpv7bxeR8Wd6sbVS4SWIzps8iAkXt2g4Zd7s2/otn+TBjIhv8mAlnGIswulaNKFPbQEEM9yW+wKrAddfh6J6GXVvLASeAV5yk/0O+EQpNV1Efmeu3w9cjpHVMw0YAPwLGCAiicDDQLZ53jUi8o5SysNAMQ3A4cO+yYMVT0MBa5MHM8rpmzyYCZf00RaL5wdvKI6kqOmhrEuu0fgTrz8hpdRQ1wTsVEoNc5PVx6hAKbUCOFpD/EvgRXP5ReBXbvKXlMFKoLmItAEuBZYqpY6axsRSjJEpDYs08U0exLTyknDdmzxYCafMmx9tvMoneTATLm/H4ZRUKjraN7lG40/qa5s3ZE/deUqpA+byQeA8c7kt4J5TcZ8p8yZvWMTLv6I3eRDToYNv8mAlnGqFVFmSsDurOwjtzgiqLKE3xCVcUnqHE9pjoQkmAur0U0opGtBoEZHJIrJaRFbn+5pyTnkJafcmD2KaeHGyeJMHK19/7Zs8mImXXEoqqn8ApRVxxEtuYBQ6C8LFYxFOhNPQWU3o4zXGQkT+yamHfjsRmeW+XSl11xme85CItFFKHTC7Olw9//sB99yQ7UzZfuDiGvLPPDWslJoDzAHIzs720WDxNh4z9MZpzpzpXX7BBY2ry9lwyEvcrDd5MLM9z0aUtfo4xkhrFdvzbIFR6CwIp4yV4YL2WGiCido8FqsxclasAf7Pbdk1nSnvAK6RHeOB/7rJx5mjQ3KAQrPL5CPgZyLSwhxB8jNT1rAoLyHt3uRBzBdf+CYPVlq08E0ezBRVJjNxzjxKK2IpLG1KaUUsE+fMo6gyOdCqnbPouASNxj/UNiqkLfCBUuqMsx+IyCIMb0OSiOzDGN0xHXhdRCYBe4DrzN3fx0gfvgMoBW4GUEodFZE/A6vM/R5VStUMCD17RHnulJHQGwgeLsMBw2m4aUQELF45hk82DseWnEtuvo2CouSQ654KJ+LiPHcVhGIRMo0mmKjNsNiJUXCsF/AD8AHwsS/DPJVSY7xsusTDvgr4tZd25gPz63veMyKMipCFS0GicBpuqrsPgo9wSU2u0QQbXg0LM7vmYgAR6YMxxPM/ImIFlgEfKqW+axQtGwOxevFYhF7wZnm5MU9KyK/2duyShwrhkjoaICoKruqziHmTJ1HpiCLKWsnEOfN4f6M321vjb8JpuKmLmr95jSYQ1OsdVim1Vin1hJnT4gpgI3CLXzVrbJSXV0dv8iCmqAhG5yxiz8wOfPrgUPbM7MD1OYsoCrHs5OFUyyEhKp95kycRF11G87hC4qLLmD95EglRPo5e0mi84Ok3r9EEgjoNCxG5VkQSzOU/YGTT3K2Umuxn3RoZb7EUoRdj0Tw2n4W3jycuupyEmBLiost58fbxNI8NrYdYOHUfpDTL9fhNSmmW29iqaGqQlJBPdqdVJCWE1u/DnaQEz7/5UL4mTehSH4/FH5VSRSIyGBgOzMNItx1meLsVIRaYAPTrvJaoiOr+3KiIKvp1Dq0qZBFeOuq8yYOZorJ44qLKqslio8ooKosPkEYacL3lp7L09yPYMzM1ZN/ye6d6/s33Tg2t37wmPKjPU9MVvfgLYI5S6n9AlP9UChAWL2PMvMmDGLuXeFNv8mAlnJL+JMQWU2Gvnpqy0h5BQqyOFAwUSQmeu6f0W75Gc3bUx7DYLyKzgeuB90Ukup7HhRbehpWG4HDTNbv6UGmvbvtV2qNYs6tPgDQ6M8Ipw2NRWTzRp71R2rXHIoDYknOpdFT/nVQ5IrEl5wZGobNg75H2Psk1Gn9SHwPhOoyEVJcqpY4DiRgJs8ILh5cUdd7kQUxBUTLjn19IWWUMpRWxlFXGMP75hTpKPIAkxBZTWhlbTVZWGas9FgEkN99Gk+jqJVnjokvJzbcFRqGzoHu79T7JNRp/UqdhoZQqxUi7PdgU2YHt/lQqMHgbYxaaY88EUAocyoIKPadL2JGbb8NTfrJQfIiFCy3jC4iwVI8EjrDYaRlfECCNzpzzmnvOc+9NrtH4k/qMCnkYuB/4vSmKBF72p1KBwZtnIvQ8FslNXX3HpyLE50+eRHJT3XccKAqKzJTelbEUlzehtNJI6a29SIHjku7LfJIHM59sGO6TXKPxJ/XpCrkKGAmUACil8oAEfyoVGMKnCFnvLp6HNvbuktvYqmjcEACljM9Gu5ECzqHj5/kkD2aOFCdhd1TPHGd3WDlSnBQgjTTnMvUxLCrdy5uLiK5uEOQUlnoe2lhYqgMFA8WpEQjVvUh6BELg+HzLUBzO6h1UDqfw+ZahAdLozLEl51JSWf33XVrZJCQDUTWhT30Mi9fNUSHNReRWjHTec/2rluZsaNVkr09yjf+xJediqdGfb7XY9R9/gHE4I2tdDxVy821EWaunpI20VukYHk1AqE/w5t+BN4ElQFfgIaXUP/2tWOMTPgmyvHnZtfc9cERYKj0MN60iwhKC+cnDBFtyLnZn9e4Dh9MaksZeQVEyKzYPRilOTp9tHqJjeDQBoV45DJVSS4GlftYlwIRPSu+8457HrnuTa/xPehvPtd4N+QWNq4wGCK9sqF3bbObSXksRt56dy3t9TNc2m4GMgOmlOTfx+jouIkUicsJtfsJ9vTGVbBzCx7Do1trz2HVvco3/2Xagi09yjf/xnFskJiRziwzo4rnQtDe5RuNPaiubHoYjP84Nkpt6HrvuTa7xP3ZnFBX2SGIiT3WHVNojsTvDLzt+qOA5t4iEZFzCtzv6+yTXaPxJffJY5Liqm5rrCSIywL9qBQJP6Ytqkwcv2wrO90mu8T+5+Taczup2vMMZEZIPsXDhaEkyc5dPqhaXMHf5JI6WhF5cwtYDGcz6aGq1a5n10VS2HtDdIJrGpz6Rif8C3H2DJYRldVNvzpvQK6WZ3m6/T3KN/zmZIKsilsLSppRW6ARZgSaxST63Dp2HCCenW4fOI7FJaA4BXrl9EGVV0ZRXRVFWFc032wcFWiXNOUp9nppi5rEAQCnlFJHQe9rWSSSe03eH3vCzSIfnLg9vck3jsHjlGD7ZOBxbci65+TZtVAQYVxGyOE4FcJ4qQhZan815zfNZePt4ot262l68fTyfbRlOqF2LJvSpj8dil4jcJSKR5nQ3sMvfijU+4VMr5L3VntP4epNrNOciufk2YiOrjwqJiSwPye6pHu3WEuVhOHOPdmsDpJHmXKY+hsXtwCBgP7APGABMPtMTikhXEVnnNp0QkXtE5BER2e8m/7nbMb8XkR0islVELj3Tc9dO+BgWur81OBmds4g9M1NZ+vsR7JmZyvU5iwKtkua0UV+hNwpMowk26pMg67BSarRSqpVS6jyl1A1KqcNnekKl1FalVG+lVG+gL1AKvGVu/odrm1LqfQARyQRGA1nAZcBzImL11LbmFCu3D6KsMprSyhjKKnV/a6A5ldK7jOZxhcRFl4VsSm/xEs/sTR6s2JJzKauKqyYrr4oNyQRZ5XbPlRa8yTUaf+I1VkJE7lNK/VVE/okHM14pdVcDnP8SYKdSao94/1f6JfCaUqoC2C0iO4D+wDcNcH43IvBccCz0wklOPcQqTsrmT57EJxt1f2ug6NImF6vFUU1mtTjo0iaXUPtMwiWz675jntNg7ztmC4xCZ8FF3T6vRa4TsGkal9o8FpvN+WpgjYepIRgNuPuDp4rIjyIyX0RamLK2gHuRi32m7DREZLKIrBaR1fn5vr4Jhk91U1uyp+qmKiTfxMIFq1QSFVH9IRYVUYlVdErvQGG3ukbqxBil7CtimDhnHnZraBl6APExJT7JNRp/UluCrHfN+Yv+OLGIRGGUY/+9KfoX8GcM78ifgRnARF/aVErNAeYAZGdnh9j7U8PhOVVxeUimKg4XOrfynNLbkOs3ykAQFWVmqRExvC2m1zQqBHOWbTnUyye5RuNP6pMgK11E5ojIxyLyqWtqgHNfDnyvlDoEoJQ6pJRyKKWcGNVTXSnj9gPuRS7amTKNF9q39FzF1Js82ElKyCe706qQjEdwEU6ZES1e/jW8yYMVqTS7DKPKjFL2UUbci1SG3vds6Y9DcarqH4BTWVj6Y+iVgNeEPvUJIHgDeB54AXDUsa8vjMGtG0RE2iilDpirVwEbzOV3gFdF5CkgBUgDdAL8c4TROYuYN3kSlY4ooqyVTJwzj8UrxwRaLZ8pqkzC4RQirKccaQ6nUFSZFECtzgyn0zd5sNKmqec8Fm2a5hJqcS8WAbvDitVy6kOwO6xYQiygVhMe1MewsCulGjTTpog0AUYAt7mJ/yoivTG6QnJd25RSG0XkdWATRsDDr5VSDWnghB3r9vTB7owg0noqPsTujGDdnj4B1Mp33EdSuP78QzUItXfqWqyW6r1zVouid+pa4GeBUeoMiYgAu4fQo4gQi3M+XOw5ePNwsS0wCp0F7VsaI1yiIwtPysqrYmnfMpdQ+61oQp/aqpsmikgi8K6I3CEibVwyU37GKKVKlFItlVKFbrKblFI9lFI9lVIj3bwXKKX+opTqrJTqqpT64GzOfc5QM0Q/1EL2Ca8g1Cov6VC8yYOZ2Fjf5MFKdDMzeLMy1gjerDTSrEc3C70HcW6+ZyMpFJN9aUKf2npF12CMCBkP/B/wNadGhKz2v2qaM6V36loirNWdOhFWh/l2HDqEUxBqXmF7n+TBTEyMb/JgpbDQDN5UyjBgTeO7sLCWg4KUg8eSecFDQbWDx0LPSNKEPrWNCunYmIpoGo5mscd9kgcrtQehhlYW0QEdv/Io/+eNd8D354M1DiJiwVpjiojzIIs19netWxo3X1yJlxGM3uTBiqXK1dVWflI2f/IkOv8m9LraWrfI57ZLZldLUnb7JbN58n8PEWrXogl96uwVFZE44F6gg1JqsoikAV2VUu/5XTvNOU24GEhUHGXysLkeN+WkrYTt34GjjDNOJ22JdDM8zsJAqXacl3assVitng0ZL+KgpX2i5+DN9om5hNrDOCfdc62QnPTQi+HRhD71CbdagNH94coJvR9jpIg2LIKUpnEnfJIHK1YvHXXe5EFH1QnY8jRsmUG/zkUed5n67xeY98lYw3ftrDQMDEcZ2EtPLTvKwO5aLq2x7mV/11R1AsoPeWir9IwvK/+ZKMoqYimrjKWsypiXVsRhV7HwaU0DxYtR40ke4WbUuK+Lfz7w3Yc9xyXsPmzzy/n8iadg2trkGo0/qY9h0Vkpdb2IjAFQSpVKLfm3NYEnOcFzKRdv8mDFm4e/kT3/vmMvhW3PwuYn2efQ0wAAIABJREFUoeIItPsVzy1sz68v+edpu7ZtscdYEAFrtDHR3P86KgXOivobKfZTRs1zfy/DosqIjTKmuKhSYqPKSIgrg6pCKD/ouZ0zxRLVMAZKjf3bJsbyxrdXM27IKydPNXf5JI4Uh5a3AmDXYc+xOt7kGo0/qY9hUSkisZh+WhHpDFTUfogmkOw81MUnebASH+PZw+JNHnAcFbBjLmz8i/FwbXMZ9PwztMzm8KzHA61ddUTAGmNMUS3q3t+N370GlR4ykUdFQYW3f4Zqhkwpp3tiTMOlppFTlwen6jiUH/B8XB2s8/CR3Dr0BR57OzjiEpQy7mdxcd1TWXkUv331b5SUxxMdWcHMcfcAkNIs9OKRNKFPbUXInsVIYPUI8CHQXkRewcg/PKExlNOcGZ9vGYrdYSEywj1ZjoXPt4RWFr7EOM8eFm/ygOGsgl0vwoZHoXQvtLoIBr8BrQaf3OXTDRfxp6tOP/TTDRfxaCOq2hCckdv9LAyZM0IpcJTXaqDcd9t6Hr76EZpEnzJCYqIquPuyp8H5qE+uMaWgtLR+RoBrKiqqex9HvTP2dOb5T6YQH11cLehZ+5Y1gaA2j8U24G9AG2ApsAz4HrhbKVXQCLppzpCComSeW3YHd136zEnZc8vuoKAo8G9hvrA737OHxZu80XE6YM9rsP4RKN4BLftDznw475LT/tEdzigq7JHERJ4KsKu0R+BwhmBhilBABCJiUdZYqqqg0mlOdsMLUFkJ8z8fwNXZSwChwh6NRZx0bbOVP/zqcQ79+yPez3+GbUdy6mUklJTUP1WMxQLx8adP550HnTt73lbX1L9nPuseaUd05ClXUqU9ir1FoZUUTxMe1DbcdCYwU0RSMaqQjgbGYqTXfk0pta2RdNT4SFJCPrd7GHoWLC7e+vL9/qEeM4h+vz/AnhflhL1vwfqHoHATNO8FF70LKb/w+oqYV2jD6YwAThkWDmckeYW2xtG5AbFYPKfvFoF9+4yHtuvhXd9lfx7jnUQGPvJtDZlizKBF/G3M/3FzykBe2jmex9+fTqlqXe1B3r593Q/7hATP8piYhvckHCtLZvYnk7nT7WXi+U8mc7Q0dH7vmvChzhgLpdQe4EngSRHpA8wHHgaCPYTunKV3quehZ6GWPjr3QDI3PfcSC26biFKCiOLm2fPJPRCgP0ulIO8D+PEPcGwtNO0Gg1+H9qPqHLlQVGUkMHL/45+7fBJFVYH943e58I8dO306etSzzFuXh8NhPHDPlqioU1N0tOflqCjjIZ2YWPt+NY9xX3/s/h08dNVDtIg7RnRkBfExxSgFU1+aS+x1W3Hs/QvjLDMYN/Q/0ONhSL8TrMHpYYqz5nPL0HnVDJZbh85j5ieh9TKhCQ/qk8ciAqMS6WjgEuAzjLgLTaBRTjMKPx8q8qGiAMrzGX+h5+KzzeJCK/+DwwGLV47hk43DsSXnkptvC1x3zsFPDYOi4Bto0hFyXgTb2Hr3w3v74//bBw3zx19WVrtBUJu8trd6EWjeHFq0ODXVxpw5Z/aQdy1HRjZeXMC0O5rxq75vE+cWY1FaEUvu4RQSW8VDqycgbSJ8fw+s/S3sfAH6zoQ2wWect0nwlP7ekGvDQtPY1Ba8OQKjAunPMaqJvgZMVkqFWH69EMJRaRgHbkbCqXV3mUteAB7qsd14gef+3p7t14P9CmO4XQhRUJQcOIMi/xvDoDj0KcS1g/6zodPNRlIqH2jT1HPdE/dKmuXlvhkE7nKvozFMahoHbdueWk5MrL7NXd606enl0KOiPNc4iYyEW2/16bYElIIiz16kat+1pmlw8f9g//9gzT2w/FJo9ys4/ymID57kxIWlntLfl1FYGnrp7zWhjygvEUci8inwKrBEKXWsUbVqALKzs9Xq1T6UNHnVCniq+2yBG86gmKpSYC+qbhxUMxRqGgn5RjIjjwhEJ0J0EkQnm1MSxCRXl8UYyx06KLY/lUa0W6CgUuabYEQTaHsldLgOUi43ovSDlNreXNevNzwaTqcxuS/XXD+TbS3UWs6P+AMdIt6n1NmK1WUP8GPpbVQ5Y86ozX/PO8ronFdwKiulFXEcLUnkWHELVu3uR8vkGI4dM7wOtdG06ekPfm8Ggft6s2YNmxWzZUvDqKlJYiIcOdJw5/E35zXP56eZbav9TiqqIulw934OHfdgyDoqYMs/YONj4LRD5n2Q+bugMNSH9lzFe9MuqjbCpbQihl/8YwXLf+xX73ZEZI1SKtsfOmrOHWoL3hzWmIoEHm8h3abcaTeSHXn0IHgxHJxefMyWKNMQMA2C+E41jIUay1EtwFL/mtR7j8L4519k/m0TDfUFbpkzl4OFKXy6YDHsXWKMZohIgHYjocP1hnvXGu3THWtInE4j8G/rVti2zZjXRo8e/tEjs+1G/nTNw/yq/xKOFrfg/nen88zSqZRWNKnX8RbLqclqPbVcXpbAom9uwCJOYqPKSGxylBZNjpHUtJBLL4up01Bo1ix4ypLHx3s2LOJD7OX4kj6eY5Eu6eMlFskaDVm/g443wtr7YMOfYddCOH8GtL8moGM7DxXbOP3swqEQLAGvCX2C5K8qGKjFsHgzESprcdpENjtlKDTpAIl9TzcSThoSSRAR7/c/ITFVdygrVhw4lZXlm4ZB/2GQ/QwcWg4/vQ57/wO5rxjX0O5Xhiej9XC/BakVFRlGQ83p/9u78/ioyrPh478rkx3ZExYFMsomoCyCiltbWxS1VutSkbaKQqV9Klaf+rS1y1ttn9fHvo+1rUqV0oZqVax0sUWrxaVaV1xZBBGNmCAQIIkIhJBtcr9/3GdgJjkn5iSZzDnD9f188snkyszkPsnkzH3u5bree88uIozr3bv95/nTn9q+ebf+2s/38pvKKKq8icNqlmIih7H7iBupH/6fXPeFvlzfwedsPWWQ6MKTnuEvC2Ym/dmNgYsWrqC0NHhz9u3JlPTRE0a7rznyih9QOAxOWQqj/wNevwZeuAQGnw5T74B+x6SgpZ9s805bAn7J/Lm0mAhZEmPu4lI279T1FarnaceiI0pmJ3cMEm/nDgzcSvGi3u5VG59e71RtzMqxIxRDz4Rpd8GOp51OxsPwwb12hGTYBVAyy54wfa4naG6Gigr3DkRl5cH7ZWXBkUfC2LHw2c/az/GPIUPsgr6mJhg7dAMnjnqVV8pOYGPlOHJy4OKLu+mXtW+zc+X5ezuSNP67yLjv0DdvIH276UcArNs2hcbmnKRh98bmHNZtC1+egUzpWOx2L9/iGW9j0Glw1hvw/mJY8yN4fDKMvhom/gRyeyAte4L6eudiQsSur3J6sPX17T1KqdTQjkVHHP/rdLfAl2ixe9XGaHE5bVaIR3LtWovDz4bjF8H2J6HiIdj8J9i0BPIG2u2UIy6xGSUTpmRqatw7D++/n7zTYOBA21k46ywYM+Zg52HkSNt58BKLwe2XXZO0uO6OFQv49gNta274tr8S1v8PlC22X4++GiZ8HwqGdP25XWyrKbbTU0lXlEvYVhO+K0qvXSTt54wInnqPOmxecVdZETtyMeISWPt/4L2FULEUJt0CI+emrIBaa0P7OxcTCQs4l8yfx4tl4SsBr8JPOxYZqLzKvWpjeVW0/QdG8uCIc+1HrB62/ZNY+TJk0wNklS1mX2wQr2y7iL++fgnLnj2NquqDKwJzcmDUKNthOO+85NGHgQM7dxyjB2/gmpkLk6YPvjVzIXc/9U06Xf+goQbe/n/w7kKbinvkXJjwI+iV2mJNkYjdOru6YnLS6EufPin9sSmR4zGA5RUPqm6tRZM3EI6/C0ZeBW98C169Csp+A9PuhKLpXWzpJxtf4r7ddHxJOdqxUD1NOxYZqHpvfL51Hk2xHHIiTcxdXOq5ZdMY2L49edTh3Xfz2bjxi3zwwRfJjdRx9qTHmTX9Ib5w3D189oK7ufmcIWxqvpj9g2YxaPzJRI/M6vbFhace/Wo7cZ8di8bd8M4v7Kr+5lqIftUmPeo9susN7YCjjoKj8x+kdP48GmO55EYambu4lI31s3vk53enAQOgqso9HiZ52e7bcLziHTJgCsx4DioehFXfgSdOgiPnwOSfpWw0DKAly327aUtWyFbUqoyQto6FiJQDe4EY0GyMmSYiA4CHgChQDlxijNnllGm/HZtTow64whjzZjraHRZeiaXWrGk7dfHuu7An4SKtoMBOWRx3HMyeDWPHFjJ27EWMGXMRBYX7YOuj9N28jCnbfgf7FsK6I2DPl+xwcNH0bluYWr3XfajDK+6qeR9svAM23GoX4A6/2M6B9x3fLW3sqAvPqeL6UfMozNt/YIpqyfx53BbCoWqvP2/YCl6t3XKcr3iHiUD0y3Zb9/qbbYf2w7/CsTfB2Gt8r1nqiMTCY23jWt1U9ax0j1ic3qqg2Q3A08aYn4nIDc7X38Nm/hztfJwI3O187kbZgNvqs3T/ijrPLbHU5MkHb48YYacqLr88eepi2LD2djj0sos6S2ZB017Y+ohdk/HeXbDxV1A4AkZ8yX5/wLQuvdsMGeCeFMErniRWD+8tgrdvgfqdcPi5MPGn9ooyDd5/qxzTpnaa4f23yglbx2KPx0yBVzyodu9xLwy3e083LcbO6W1HKo6a52TvvB7e/63dPTL0jO75GXFe/2Yh6+ypzBC0d83zgc84t+/Fpg//nhP/g7HZvFaKSD8RGWqMqXR9ls7IKoQWlzNjVvqT33SnZcvsaMTo0VDY1UPL6W2vzKJftlMNW/5ud5e8ewe8c5tNfV1yiR3J6D/Fdydj/fYTfMUBm7100xJY939h/1ZbafS0/4bik3z97O62+q3DKJzVeqi6ntVvhW+o2mvBbXsLcYPogyr33A8ffNJaJL8OZO981MneeabddXXcbd2WvfP196e4Fux7/f3w7TpS4dczS5bdGeAJEXlDROY7scEJnYXtwGDn9hFA4ljfFieWRETmi8jrIvJ6ldskcHsyZXz3E3zpSzBpUjd0KlrL7QtHXQ6feRQu3AEnLoE+Y2HDbfDPqfDIGFjzQ9i1tsP1pd/ZNo47VizAGA583LFiAe9scxnabYnBpnvh0aPhtf+AXiXwuX/B555Ke6cCYPDAWuoaC5Ji+xsLGDywNk0t6rxMWbxps5G2/v+Wbs1SmuSIc+Hz62HS/0DlCnh0HKz9MTT72Ybirq4OWlqSj6WlRZJywyjVU9I5YnGqMWariAwCnhSRdxK/aYwxItKxd6CDj1kMLAab0ttXa7ILILbbPa78ye0PI6+0Hw01Nj/G5ofg7Z/ZLZ59xtpsnyMugX4TPJ+moQGuu+9O/vjypcyc+AQr1p7JyrJTkpNnmRbY/Gd460bY8w70P85uDx56VqA6hYNHRttkeczJbmLwyGh6GtQF27f7iwfVqCHl7G8qIC/n4A6q+qZ8Rg0pJ2XTU5E8u635yMsSsnfe62TvvKjTr9nhA8rZ31RIXs7Bc1h9UwHDB5QTtqk2FX5pG7Ewxmx1Pu8EHgZOAHaIyFAA5/NO5+5bgcT9gMOcWPdpcMlR3F5cdUzeQBj1Nfjsk3BBJRx/NxQcbk+ojx0D/zgG3vop7GmbwzsSgUunP8jTPziD686+nad/cAazpj9oryiNgS3L4fEp8OIskAic9lc463WbkyNAnQqAPKrJzkpew5Od1Uwe1R6PCC63AmTtxYPq3W3u27Lf3RZN/Q+PZ++c8W+bTOuFL8G/ZsDH6zv1dJu2RynISR6eyM/Zz6bt0W5orFL+pKVjISK9RKR3/DY2Mf86YDkwx7nbHODvzu3lwOViTQd2d+v6CgC8svuELOsPtvok2IyVl592L2OHbkiKp03+IBj9DTtFccE2m1o8dwC8dZOdwnhskh3R2FsGQL+CeAbR/fQr3E1h3n6WzJ/LuRP/BE9Mh+fOt8PIJz8AZ6+B4RcErkMRN4SnfMWDzGtbcVBqmXRU5Ud2W3ZdQwG76/pQ11DA3MWlVH7Ug1f4gz5ls3dO+zXsWgWPT7LrMBo/Ia14K80xyMpKHqTNyjI0d6J+olJdla5TwWDgYbuLlGxgqTHmnyLyGrBMROYBFcAlzv0fw241LcNuN72y+5skuNcLCeYbVXsKCuDWWW0zVt64vBsyVnaXgiEw5mr7UbfVTmdsXmbXYaz5IfQ/jv+aeRLNLckv0dzsJu77+iWwfwScWApHXu6rQFu6lG0d7CseZEVFtuaLWzxMmprct2X3+FqRrGwY8027k2rNj+z26PKlMPkWOOrKDmXvnDZyleuI2LSRHgXVlEqhtIxYGGM2GWMmOR8TjDE3O/EaY8znjDGjjTEzjDEfOXFjjLnaGDPSGHOsMcZHPfQO8tr9EcJdIceNOpixMv7xrZkLOW7UhnQ3zV3hEXD0tXDmi3B+BUy5DbKyufqMX9OnIPkdLJIV40d/vgW+8K7NmhmCTgXAO9vcy7F6xYMsU2qFBG5KJ28gnHC3HcHoMwZe+RqsOBGqX/nEh/b1KGzjFVcqldK5KyRYsj22/XnFA2zKCPeMlV7xQOk1AsZ9G2a+wshvf8D9L8wm1iK0tAiNzdnMWfR7frb8hrSWeO+Mov61xFqSY7EWGw+b/Hx/8aDKy7NreCpuL+HJ759Bxe0lzJr+YPq3zQ6YAjOeh5Put1umn5gOK6+E/Ts8H7Jy4xSaY8nbWZpjEVZu1O2mqudpxyKu2aMMoFc8wLZ83CYTU7vxoNpcE+Wyu5cy4bvruXLx75l4w1rue+GKoC6jaFffvB1EWv23RbJsPGwyZcTimFFua3jmccwon1vVU0EEjvwKnLsRxn8Pyh+AR8fAhl/YGjetZEdAJNbqKWJkp2rrrFLt0I7FAV6rnMK3+qlml80omKixOZuaXelevenfpdMf5M2bp3L75dfy5s1TmTX9wXQ3qVNOG/2sr3iQbdniLx5Uxb1sFeBETbEcinuVp6dBbuLZO89ZB0Wn2Oydj02CyieT7jb33GdcO65zz32mBxurlKUdi7gWjyFpr3iAvb05SkurRY+xlhze3hxNT4M6qbiP+xVlcZ8AXFH6tGHr0b7iQZYpu0LWbXLfbrpuUzQ9DWpPnzE2e+enH4GWRpu987kLofYDAMRjmsQrrlQqacciA23f5b6NbvuucCXKmTTK/Ypy0qjy9DSoC16rOMVXPMgGe2xk8YoHVr7zf9JYQG19L+oa7f8J+QH9PxFxsneug0k32+yd/xgPa2/kby+7v44een5GDzdSqeDVCkmjXNxzVoRv+iA7226jW10xmRNHvcorZSewsXJc6FIub9nlfkW5ZVc0PQ3qgpFD3KtP2ni4qk96FajzLlwXTMY4m8mNsRvNnVTzHcw4nz6RfJjwA7vVetV3YN1PeeDr97C6fCKTo2sP3O3xNWeysTJcry2VGUJ2Kkglr5VnIVuRxsGMla3XJqSsBkKK5PZ2H3nJ7R3QK8p2FHhkhveKB1mNR3FZr3hQ5bTEp9rq6Z2/j8K8epbMn0dOS0im2gqHwSkPwueeZV9DL6YcuTZpi/nnJjxDn9yQHIvKKNqxOMDrDB++M/+Q/u5rE4b0D9dJRsSOvJRcW8GMW56i5NoKHlo5O5y7QoYO9xUPsn37/MWD6ujh7lNtRw8vT0+DOmvwp/mvpbe1GWnJzW7imGGr0tMmdUjTqZADWnzGg+vwPvaEWcjBMt1NsRwO71NOmAoS7dplP1fvLaZ6b3GbeJhIvftUiI2Ha7g6N9d9a2naU8b7tLPWfaptZ200PQ3qgliL+3Bk4Kd1VEbSEYsDMmcq5MOP3E+YH34UTU+DOmnQIPu5qHcV0456jaLeVUnxMNmzx188yDJljUXFjvhUW75dvNmQz9zFpVTsCE/nO25D5RQam5N7do3NuWyo1ARZqueF7FSQQvkeS9q94gHWIO5rExokXCfMsjL3zIhlZelumX9rN7uf+NduDt+J32tkImwjFgUFzuJNEbt405ljC+O6F5NXzKKn52MMBz4WPT0fkxeu/3mVGbRjkYH69nVfmxC2ugEF4r5WpEDCtVYEYEt1MXMW3UNdYz51DfnUNeYzZ9E9bKkO34nfa41L2Na+FPV2Xl+5++3izVz7+oqPjIXJ4L5VXHV6adLizatOL2Vw3/Adiwo/XWMR1+Sx8swrHmB9+tjPrdcmxONhUVLkvlakpKicMK0VAWhpidfJFWImi4i0HIiHTabsCsmPub++8mPlhO31NSDP/VgG5JUTtmNR4acjFnF5/f3FA+yjj/zFg2pzjftakc010fQ0qAvycL86ziN8V5Re25bDtp25rNL99VVWGU1Pg7rgPY9jeS+Ex6LCTzsWcQ3V/uIBlikLBVty3deKtOSG7wosWuS+tTFaVJ6eBnVBf4++tlc8qHbVub++dtWF7/W1q66Y3z0zL2mNxW+fmRfKY1Hhp1MhcbG9/uIB1uhcuBT1riJaXE55VZTqvcUH4mHR1GTXijy9fkbScYQudTT2irIgZ39SLD+nPpRXlDGPunxe8aAyxv31FbbdLQC9sqv4mrPGIu6q00u59fEfo1MhqqdpxyJOCsDUucdDJhazuylK588lZiJEJMbcxUt4ZO3sdDfNl/icfeu1ImGbywe7liJLkrcuZ0lzKNdYeOURCVt+kfjvvvXrK4x/k+H9y8nKSn59RbKaGd6/HO1YqJ4Wwr55imT38hcPsP6FVdzzjTlJqYrv/cYc+heGaz5/4EB/8SCbXLKK7EjyO1Z2pIXJJZoZUXVddnYjedlNSbHc7Cays0M2TKkygnYs4po83nS94gE2cfgqcl1OMhOHh+tNrNjjQssrHmSZklQqk2TKIlSAUcXuyV284kqlkp7WMlBx3499xYPqvff8xYNs2273miBecZV6+fn+4kH2QfUoX3GlUqnHOxYiMlxEnhGRt0VkvYhc68RvEpGtIrLa+Tgn4THfF5EyEdkoIjN7us1h02D6+Yqr1OuVU0tdY/J6nf2N+fTKqU1Ti5RbvZP24kFW35jrmtm1vjFk6VBVRkjH4s1m4HpjzJsi0ht4Q0SedL73S2PMzxPvLCLjgUuBCcDhwFMiMsYYE7I16D3n1fem0NicQ17OwemQxuYcXn0vXOmj+/eH7dth7NANnDjqVV4pO4GNleNCt60R4P0dUdomphTe3xHt+cZ0USTivgMkbFMIDQ3+4kFWURNtU4gs1hKhIoQ5X1T49fiIhTGm0hjzpnN7L7ABOKKdh5wP/NEY02CM+QAoA05IfUvDa/OOYuYsujepuNKcRfeyOWTFlWpr4fbLrmHDreO55+tXsOHW8fzqsmuoDeFFfvVe95wJibsRwiKT1iZkCsl3f31JfvheXyr8xKSxrq6IRIHngGOAbwNXAHuA17GjGrtEZCGw0hhzv/OYUuBxY8yfXZ5vPjAfYMSIEVMrKio63pil7RQ6+HK4ag/H97JPH/UiMyc+wYq1Z7Ky7BQgXGWUJ0Y3sObm8Ul7842BST98m7Xl4So1np9vr4Rb5xbJy4P6+nS3zp/sbO8RizBNI+Tm2lwpreXkELqcL0OH2tG91q+vIUOgsrLjzyMibxhjpqWupepQkLbFmyJyGPAX4DpjzB7gbmAkMBmoBG7z+5zGmMXGmGnGmGnFYdw60I1uv+waXrrpVG688Ke8dNOp/Oqya9LdJN+OP+pVX/EgO/xw+7l6bzGvbzr+wEhFPB4mXjVnwlaLJlMSfcHBjlDr11fYOkgqM6SlYyEiOdhOxQPGmL8CGGN2GGNixpgW4LccnO7YCiQunR/mxJSHsUM3cM3MhUmVDr81cyFjh25Id9N8eeV99xkvr3iQ7dzpLx5k/TzWAHvFgyonx188yPZ6JAj2iiuVSunYFSJAKbDBGPOLhPjQhLtdAKxzbi8HLhWRPBE5EhgNhO+StQfNOOYpX/Gg+qB6HP9cc0ZS/YPH15zJB9XhmgYBqHNJ6tpePMgypZPUt6+/uFKqY9KxK+QU4DLgLRFZ7cR+AMwWkcmAAcqBrwMYY9aLyDLgbeyOkqt1R0j7IuI+0e0VD6p+BVV8etwLSWssPjPuefoVVBG2NMUi7utbpJ2lPUHlti6hvXhQZUpqcrDrW9x+/7qgVqVDj3csjDEvgMvOO3isncfcDNycskZlmGbj/mf1igdVvCJoIQeLdx2sCBqujkVBAezb13ZxXUH4StFkTBbRnBzvxZthE+9AtN6arR0LlQ7heqdRHfL0uhm+4kFVUeNeETSMe/Pr6uKF4ebRGMslN9LI3MWlLHslXIXhwHtnUZh2HEFmbZttabELtq+ZufBA7I4VC/j+n+9MY6vUoSpk1xiqI2pqi4iZ5EGhmBFqaovS1KLOMQayJHnWK0tioXsDAxh4WBWl8+dRmLeffoW7Kczbz5L58xh4WPhq0XhN34RtWsdrx0QYd1KMHeKxYHtIuBZsq8ygHYsMNLlkFRFJfveNiAldJc3xQ1eRHUnuWGRHYowfGq7jABg52E7rJGqK5TBycHl6GtQFmZQKO1NcOPV+X3GlUkk7Fkr1gPd3RMmNJF8K50SaQpnSO1M6Fi0t/uJBFi3a5CuuVCppxyIDfVjjXjHTKx5UtfW9fMWDLJNSemeKTOkgATQb9xWnXnGlUkkXb2ag4QM/bCcenhwQY4aWtRM/pWcb0w0eWjmbiuoRbdKsq/TIlEWoAAN71fiKK5VKOmKRgfoWfOwrHlSvlHlk3vSIB10mpFlXwTSsv3tdJK+4UqmkHQsVWDW1RTS3JA+qNbdkh253C2ROmnUVTAV57pXsvOJKpZJ2LDLQ7v3uRRu84kEVLS5nX0Pyeoq6hkKixeXpaVAXnDjKPQu9V1wpP8oqR/mKK5VK2rE4wOtXEb5f0eqKKTQ2J29tbGzOZXXFlDS1qHPKq9x3UpRXRdPToC7IpGmdbI+VWV7xoMqkImTV+4b6iiuVSuF710yVXh49e694gFXvLWbOonuoayygtr4XdY0FzFl0T+h2IOyud99Jsbs+XMcBsLFyHHesWJBUUO0gTXkaAAAMxklEQVSOFQvYWBmexbRxmbLoMZPKpm/6aKKvuFKpFLJrjBTKyvUXD7CBA+0OhKfXz0iqSzFwYLpb5p/bcYTxihLguvvu5O6nvplUyyGMMuUNOVMyiAJs2nGEr7hSqaQdi7jmWn/xACsshJoaO3KROEpRWJjGRnVC/Aq49XGE7co4UU1tEW9vHR/KBahxmVKpNRJx7wyFsVbIR3vd1095xZVKJZ0Kiav3qNngFQ+whgZ/8aDKpMyIkYgtQlZxewlPfv8MKm4vYdb0B0P5JpYpV/qZVIRsv7gnv/OKK5VK2rGIi+T7iwfYrl3+4kGVSR2LTCpClpfnLx5UmVL+HaBfr1rqGguSYvsb8+nXK3wjrir8QvgvlCIxj/3eXvEAy5Qrykwyaoh7EbJRQ8rT06AuyJRU2JnUcS2vjpKfsz8plpdTT3l1ND0NUoc07VjEGY+VZ17xAMuUK8p+HtPDXvEgq6l33zpbUx9NT4O6oHdvf/GgGjTIXzzIZkx5haxWFw5ZYuNK9TTtWMQVn+wvHmDDhvmLB9UUj7QbXvEgO/wo962zhx8Vvq2zxx7rLx5U553nLx5kX5j4R19xpVJJOxZxk37qLx5g0ai/eFANGOAvHmQlJXbrbMm1Fcy45SlKrq2wX5eku2X+XXWVv3hQDRniLx5kZR9N9RVXKpVC07EQkbNEZKOIlInIDd3+AyK5bXNWZOXaeMhkypX+FVf4iwfZKU4h0+q9xby+6fgD22dPCWGB0zFj/MWDapRH7juveJANP/WrbbYAG2PjSvW0UHQsRCQC/Bo4GxgPzBaR8d36Q3pFQVrtM5OIjYfMVz3OJV7xoDr33LbD68cea+Nhc/75/uJBFo1CQfIGBAoKwjcidvrpbXeAZGXZeNiceV4xNyxfSn1jLg3NOdQ35nLD8qWceV74ptpU+IWiYwGcAJQZYzYZYxqBPwLde0rOL4YTSyFSADl97OcTS208ZMaNgwULkmMLFth42KxdC488AvPm2c9r16a7RZ1TXAxLl0Ju7sGPpUttPGyKi6G01HYm+vSxn0tLw3csxcVw//12UXN+vv18//3hO464/102m+cGbOHWVS/y3IAt/O+y2elukjpEiQlBGkMRuRg4yxjzNefry4ATjTELWt1vPjAfYMSIEVMrKir8/7D6KthXbkcqQtipSLRhA7z6KpxwQjg7FZmoqgrKy+3VfVjfwOIy5Vgy5Ti6g4i8YYyZlu52qHDLqJTexpjFwGKAadOmda7HlF8c+g5F3Lhx2qEImuLizHnzypRjyZTjUCoowjIVshVIzE07zIkppZRSKkDC0rF4DRgtIkeKSC5wKbA8zW1SSimlVCuhmAoxxjSLyAJgBRABlhhj1qe5WUoppZRqJRQdCwBjzGPAY+luh1JKKaW8hWUqRCmllFIhEIrtpp0hIlVAJ/abAlAEVHdjc9IpU44lU44D9FiCKFOOA7p2LCXGGN0jo7okYzsWXSEir2fKXu5MOZZMOQ7QYwmiTDkOyKxjUeGkUyFKKaWU6jbasVBKKaVUt9GOhbvF6W5AN8qUY8mU4wA9liDKlOOAzDoWFUK6xkIppZRS3UZHLJRSSinVbbRjoZRSSqluc0h2LETkhyKyXkTWishqETkx3W3yS0SMiNyf8HW2iFSJyKPpbFdnichA52+xWkS2i8jWhK9z092+TyIivxSR6xK+XiEiv0v4+jYR+XYHnicqIutS1c6Oaufv8bGIvJ3u9nWFiMQSjm21iERd7vOYiPTr+dZ1nJ/zmIhcISKH92T71KErNCm9u4uInAScCxxnjGkQkSIg8G9cLvYBx4hIgTFmP3AGIa74aoypASYDiMhNQK0x5udpbZQ/LwKXAL8SkSxskqI+Cd8/GfjPdDSsM7z+Hs6bcCg7rwn2G2Mmu31DRAS79uycHm6TL504j10BrAO29UDz1CHuUByxGApUG2MaAIwx1caYbSJS7vxzIiLTRORZ5/ZNIrJERJ4VkU0i8q30Nb2Nx4DPO7dnAw/GvyEiA0Tkb87VzEoRmejEg3w8SUTkHhG5OOHr2oTb3xGR15zj+0l6WpjkJeAk5/YE7El8r4j0F5E8YBxgROTfIvKGM6IxFEBEporIGhFZA1ydltb7ExGR3zpXy0+ISAGA85qa5twuEpHytLayg5xRoo0i8gfs32144vkgoLzOYz92/i/WichisS4GpgEPOCMbBWltucp4h2LH4gnsieNdEblLRD7dgcccDcwETgBuFJGclLaw4/4IXCoi+cBE4JWE7/0EWGWMmQj8APhDwveCejwdIiJnAqOx7Z8MTBWRT6WzTcaYbUCziIzAjk68jP17nIQ9qW8AfglcbIyZCiwBbnYe/nvgGmPMpB5veOeMBn5tjJkAfAxclOb2+FWQMA3ysBMbDdxljJlgjOlsKYCe5HUeW2iMOd4YcwxQAJxrjPkz8DrwFWPMZGeEU6mUOeSmQowxtSIyFTgNOB14SERu+ISH/cO5MmgQkZ3AYGBLipv6iYwxa52h6dm0rfx6Ks4J3xjzL2fOPD40H8jj8eFM52OV8/Vh2DeG59LWIuslbKfiZOAXwBHO7d3YaaozgSftaDsRoNKZx+9njIm3/T7g7B5ut18fGGNWO7ffAKJpbEtnJE2FOP9DFcaYlWlrkU/tnMf2ish3gUJgALAeeCR9LVWHokOuYwFgjIkBzwLPishbwBygmYMjOPmtHtKQcDtGsH5vy4GfA58BBnbwMUE+nkQH/ibOuoX4HLIAtxhjfpOuhnl4EduROBY7pP4hcD2wB/t6O8IYc1LiA4K+QNBD69dPfGi9vf+hoNuX7gb45XIe+zp25HKaMeZDZ21M2P4OKgMcclMhIjJWREYnhCZjq6CWA1OdWJiGdpcAPzHGvNUq/jzwFQAR+Qx2PnZPD7etq8o5+Dc5D4hP2awA5orIYQAicoSIDOr55rXxEnZB3UfGmJgx5iOgH3Y65EGg2Fl0h4jkiMgEY8zHwMcicqrzHF9JR8O7STkH/14Xt3M/1UUe57GNzu1q538j8W+wF+jdU+1Th7agXqmm0mHAnc6VYjNQBszHLq4rFZH/xl4FhIIxZgtwh8u3bgKWiMhaoA47KhM2vwX+7ixq/CfOVaUx5gkRGQe87Ewr1AJfBXamq6GOt7C7QZa2ih1mjNnpLKK7Q0T6Yv/3foUdqr4S+7cy2LnzsPo5sExE5gP/SHdjMpzXeexj7GjZduC1hPvfAywSkf3ASbrOQqWSpvRWSimlVLc55KZClFJKKZU62rFQSimlVLfRjoVSSimluo12LJRSSinVbbRjoZRSSqluox0LdciSg1Uu1zu1Oq53EnGl8mfe6vy8WxNiIiLVItLf+Xqo2Oq1pybcp0pEOpoALfHn1X7yvZRSqvscinkslIo7kNrZSbC1FFuR9MYU/sz5wAAnayIAxhgjIiuxibQew2bvXOV8fkFExgI1TsVRpZQKNB2xUAowxuzEvukvcEYQoiLyvIi86XycDCAifxCRL8YfJyIPiMj5ic/lPP5Wp8LkWyIyy4kvxyY2eiMeSxCvM4Lz+ZccrJZ6MjZduGdVVxH5qoi86ozA/EZEIq3aVCQiL4vI51FKqRTSjoVSDmPMJmxxsEHYLJ5nGGOOA2ZxMLtpKXAFgJNB82TaZpm8EJtieRIwA7hVRIYaY87DGSUxxjzU6jHxOiNgq7Y+DAx3vj4ZeMmrqquThXQWcIozAhMjITW4iAx22vhjY4xmxFRKpZROhSjlLgdYKCLxN+oxAMaYfztlqouxNWX+YoxpbvXYU4EHnemOHSLyb+B4bME4L68BU0SkF5DjVK/cJCKjsB2L24Cv4V7VdSK2RsdrTorzAg6mN88BngauNsb8u5O/C6WU6jDtWCjlEJGjsJ2Indh1Fjuwow5ZQH3CXf+ArU1yKbbOR5cZY+pE5D1gLvCmE14JnIMdQdmIR1VXEbkGuNcY832Xp27GljafCWjHQimVcjoVohTgjEAsAhYaW0CnL1BpjGkBLsNOkcTdA1wHYIx52+XpngdmiUjEed5PAa92oBkvOc/7svP1y8C1wEqnTV5VXZ8GLo5XeBWRASJS4jyHwXZWjhaR73WgDUop1SU6YqEOZQUisho7XdAM3Af8wvneXcBfRORyEiqrAhhjdojIBuBvHs/7MHbh5RrsG/t3jTHbO9CeF7EdiXjH4k1gGPA75+e6VnU1xrwtIj8CnnC2yzYBVwMVzuNiIjIbWC4ie40xd3WgLUop1Sla3VQpn0SkEFsO/ThjzO50t0cppYJEp0KU8kFEZgAbgDu1U6GUUm3piIVSSimluo2OWCillFKq22jHQimllFLdRjsWSimllOo22rFQSimlVLfRjoVSSimlus3/B6XU4FMxicUgAAAAAElFTkSuQmCC\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 340,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668447492883
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "x = np.linspace(0,6.3, 50)\r\n",
        "a = (np.sin(x)+1)*3\r\n",
        "df = pd.DataFrame({\"x\":x, \"a\":a})\r\n",
        "\r\n",
        "ax1 = traffic_holiday_dfx2_working_days.plot.scatter(x='day_of_week',\r\n",
        "                       y='intensity',\r\n",
        "                      c='blue')\r\n",
        "ax2 = traffic_holiday_dfx2_holidays.plot.scatter(x='day_of_week',\r\n",
        "                       y='intensity',\r\n",
        "                      c='orange', ax = ax1)\r\n",
        "ax3 = df2_working_days.plot( x=\"day_of_week\",y=\"intensity\", color=\"blue\", label=\"x vs. a\", ax=ax1)\r\n",
        "ax4 = df2_holidays.plot( x=\"day_of_week\",y=\"intensity\", color=\"orange\", label=\"x vs. a\", ax=ax1)\r\n",
        "plt.legend(['mean working days', 'mean holidays','working days', 'holidays'], bbox_to_anchor=(1.0, 1.0))\r\n",
        "plt.title('Traffic Intensity Sensor 4301 / Day of Week')\r\n",
        "ax1.set_xlabel(\"Day of Week\")\r\n",
        "ax1.set_ylabel(\"Vehicles/Hour\")\r\n",
        "ax1.set_xticklabels(['', 'Sun', 'Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat'])"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 354,
          "data": {
            "text/plain": "[Text(0, 0, ''),\n Text(0, 0, 'Sun'),\n Text(0, 0, 'Mon'),\n Text(0, 0, 'Tue'),\n Text(0, 0, 'Wed'),\n Text(0, 0, 'Thu'),\n Text(0, 0, 'Fri'),\n Text(0, 0, 'Sat')]"
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 432x288 with 1 Axes>",
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 354,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668448124664
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "ax2 = df.plot.scatter(x='length',\r\n",
        "                      y='width',\r\n",
        "                    c='species',\r\n",
        "                       colormap='viridis')"
      ],
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 432x288 with 2 Axes>",
            "image/png": "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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 283,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668444503502
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# create histograms of each variable\n",
        "%matplotlib inline\n",
        "import matplotlib.pyplot as plt\n",
        "traffic_holiday_dfx1.hist(bins=50, figsize=(20,15))\n",
        "plt.show()"
      ],
      "outputs": [
        {
          "output_type": "error",
          "ename": "NameError",
          "evalue": "name 'traffic_holiday_dfx1' is not defined",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
            "Input \u001b[0;32mIn [1]\u001b[0m, in \u001b[0;36m<cell line: 4>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      2\u001b[0m get_ipython()\u001b[38;5;241m.\u001b[39mrun_line_magic(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmatplotlib\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124minline\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m      3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mmatplotlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpyplot\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mplt\u001b[39;00m\n\u001b[0;32m----> 4\u001b[0m \u001b[43mtraffic_holiday_dfx1\u001b[49m\u001b[38;5;241m.\u001b[39mhist(bins\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m50\u001b[39m, figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m20\u001b[39m,\u001b[38;5;241m15\u001b[39m))\n\u001b[1;32m      5\u001b[0m plt\u001b[38;5;241m.\u001b[39mshow()\n",
            "\u001b[0;31mNameError\u001b[0m: name 'traffic_holiday_dfx1' is not defined"
          ]
        }
      ],
      "execution_count": 1,
      "metadata": {
        "gather": {
          "logged": 1668507357407
        }
      }
    },
    {
      "cell_type": "code",
      "source": [],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "# traffic station characteristics\n",
        "traffic_df = pd.read_csv('../data/2021/traffic_data_2021.csv',\n",
        "                                 sep=';', quotechar='\"', index_col=0)"
      ],
      "outputs": [],
      "execution_count": 8,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668509222263
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic data:')\n",
        "traffic_df.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Traffic data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 9,
          "data": {
            "text/plain": "     id       date_timestamp element_type  intensity  occupancy  charge  vmed  \\\n0  6578  2021-01-01 01:00:00          URB         96         47      50     0   \n1  6579  2021-01-01 01:00:00          URB         79         19      22     0   \n2  6580  2021-01-01 01:00:00          URB        254         30      36     0   \n3  6582  2021-01-01 01:00:00          URB        101          2       5     0   \n4  6583  2021-01-01 01:00:00          URB         70          3       7     0   \n\n  error  integration_period   date_id  year  month  day  hour  district  \n0     N                  15  20210101  2021      1    1     1       8.0  \n1     N                  15  20210101  2021      1    1     1       8.0  \n2     N                  15  20210101  2021      1    1     1       8.0  \n3     N                  15  20210101  2021      1    1     1       8.0  \n4     N                  15  20210101  2021      1    1     1       8.0  ",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>id</th>\n      <th>date_timestamp</th>\n      <th>element_type</th>\n      <th>intensity</th>\n      <th>occupancy</th>\n      <th>charge</th>\n      <th>vmed</th>\n      <th>error</th>\n      <th>integration_period</th>\n      <th>date_id</th>\n      <th>year</th>\n      <th>month</th>\n      <th>day</th>\n      <th>hour</th>\n      <th>district</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>6578</td>\n      <td>2021-01-01 01:00:00</td>\n      <td>URB</td>\n      <td>96</td>\n      <td>47</td>\n      <td>50</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210101</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>8.0</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>6579</td>\n      <td>2021-01-01 01:00:00</td>\n      <td>URB</td>\n      <td>79</td>\n      <td>19</td>\n      <td>22</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210101</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>8.0</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>6580</td>\n      <td>2021-01-01 01:00:00</td>\n      <td>URB</td>\n      <td>254</td>\n      <td>30</td>\n      <td>36</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210101</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>8.0</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>6582</td>\n      <td>2021-01-01 01:00:00</td>\n      <td>URB</td>\n      <td>101</td>\n      <td>2</td>\n      <td>5</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210101</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>8.0</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>6583</td>\n      <td>2021-01-01 01:00:00</td>\n      <td>URB</td>\n      <td>70</td>\n      <td>3</td>\n      <td>7</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210101</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>8.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 9,
      "metadata": {
        "gather": {
          "logged": 1668509456784
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_df = traffic_df.rename(columns = {'id': 'station'}, inplace = False)"
      ],
      "outputs": [],
      "execution_count": 10,
      "metadata": {
        "gather": {
          "logged": 1668509461662
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic data:')\n",
        "traffic_df.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Traffic data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 11,
          "data": {
            "text/plain": "   station       date_timestamp element_type  intensity  occupancy  charge  \\\n0     6578  2021-01-01 01:00:00          URB         96         47      50   \n1     6579  2021-01-01 01:00:00          URB         79         19      22   \n2     6580  2021-01-01 01:00:00          URB        254         30      36   \n3     6582  2021-01-01 01:00:00          URB        101          2       5   \n4     6583  2021-01-01 01:00:00          URB         70          3       7   \n\n   vmed error  integration_period   date_id  year  month  day  hour  district  \n0     0     N                  15  20210101  2021      1    1     1       8.0  \n1     0     N                  15  20210101  2021      1    1     1       8.0  \n2     0     N                  15  20210101  2021      1    1     1       8.0  \n3     0     N                  15  20210101  2021      1    1     1       8.0  \n4     0     N                  15  20210101  2021      1    1     1       8.0  ",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>station</th>\n      <th>date_timestamp</th>\n      <th>element_type</th>\n      <th>intensity</th>\n      <th>occupancy</th>\n      <th>charge</th>\n      <th>vmed</th>\n      <th>error</th>\n      <th>integration_period</th>\n      <th>date_id</th>\n      <th>year</th>\n      <th>month</th>\n      <th>day</th>\n      <th>hour</th>\n      <th>district</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>6578</td>\n      <td>2021-01-01 01:00:00</td>\n      <td>URB</td>\n      <td>96</td>\n      <td>47</td>\n      <td>50</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210101</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>8.0</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>6579</td>\n      <td>2021-01-01 01:00:00</td>\n      <td>URB</td>\n      <td>79</td>\n      <td>19</td>\n      <td>22</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210101</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>8.0</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>6580</td>\n      <td>2021-01-01 01:00:00</td>\n      <td>URB</td>\n      <td>254</td>\n      <td>30</td>\n      <td>36</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210101</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>8.0</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>6582</td>\n      <td>2021-01-01 01:00:00</td>\n      <td>URB</td>\n      <td>101</td>\n      <td>2</td>\n      <td>5</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210101</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>8.0</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>6583</td>\n      <td>2021-01-01 01:00:00</td>\n      <td>URB</td>\n      <td>70</td>\n      <td>3</td>\n      <td>7</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210101</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>8.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 11,
      "metadata": {
        "gather": {
          "logged": 1668509462976
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_df = traffic_df[traffic_df.district==1]"
      ],
      "outputs": [],
      "execution_count": 12,
      "metadata": {
        "gather": {
          "logged": 1668509465742
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic data:')\n",
        "traffic_df.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Traffic data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 13,
          "data": {
            "text/plain": "     station       date_timestamp element_type  intensity  occupancy  charge  \\\n75     10491  2021-02-13 04:00:00          URB         56          2       7   \n89     10491  2021-02-13 08:00:00          URB        463         11      51   \n251     7138  2021-01-01 01:00:00          URB       2349          6      45   \n252     7139  2021-01-01 01:00:00          URB       2169          5      41   \n627    10491  2021-01-01 01:00:00          URB        345         66      80   \n\n     vmed error  integration_period   date_id  year  month  day  hour  \\\n75      0     N                  15  20210213  2021      2   13     4   \n89      0     N                  13  20210213  2021      2   13     8   \n251     0     N                  15  20210101  2021      1    1     1   \n252     0     N                  15  20210101  2021      1    1     1   \n627     0     N                  15  20210101  2021      1    1     1   \n\n     district  \n75        1.0  \n89        1.0  \n251       1.0  \n252       1.0  \n627       1.0  ",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>station</th>\n      <th>date_timestamp</th>\n      <th>element_type</th>\n      <th>intensity</th>\n      <th>occupancy</th>\n      <th>charge</th>\n      <th>vmed</th>\n      <th>error</th>\n      <th>integration_period</th>\n      <th>date_id</th>\n      <th>year</th>\n      <th>month</th>\n      <th>day</th>\n      <th>hour</th>\n      <th>district</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>75</th>\n      <td>10491</td>\n      <td>2021-02-13 04:00:00</td>\n      <td>URB</td>\n      <td>56</td>\n      <td>2</td>\n      <td>7</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210213</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>13</td>\n      <td>4</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>89</th>\n      <td>10491</td>\n      <td>2021-02-13 08:00:00</td>\n      <td>URB</td>\n      <td>463</td>\n      <td>11</td>\n      <td>51</td>\n      <td>0</td>\n      <td>N</td>\n      <td>13</td>\n      <td>20210213</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>13</td>\n      <td>8</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>251</th>\n      <td>7138</td>\n      <td>2021-01-01 01:00:00</td>\n      <td>URB</td>\n      <td>2349</td>\n      <td>6</td>\n      <td>45</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210101</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>252</th>\n      <td>7139</td>\n      <td>2021-01-01 01:00:00</td>\n      <td>URB</td>\n      <td>2169</td>\n      <td>5</td>\n      <td>41</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210101</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>627</th>\n      <td>10491</td>\n      <td>2021-01-01 01:00:00</td>\n      <td>URB</td>\n      <td>345</td>\n      <td>66</td>\n      <td>80</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210101</td>\n      <td>2021</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1</td>\n      <td>1.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 13,
      "metadata": {
        "gather": {
          "logged": 1668509467471
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_df1 = traffic_df[traffic_df.station==4306]"
      ],
      "outputs": [],
      "execution_count": 14,
      "metadata": {
        "gather": {
          "logged": 1668509469768
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_df2 = traffic_df[traffic_df.station==4301]"
      ],
      "outputs": [],
      "execution_count": 15,
      "metadata": {
        "gather": {
          "logged": 1668509470874
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic data:')\n",
        "traffic_df1.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Traffic data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 16,
          "data": {
            "text/plain": "       station       date_timestamp element_type  intensity  occupancy  \\\n37230     4306  2021-02-23 06:00:00          URB        660          8   \n40800     4306  2021-02-23 07:00:00          URB        632          8   \n44383     4306  2021-02-23 08:00:00          URB        537          6   \n48076     4306  2021-02-23 09:00:00          URB        608          7   \n51653     4306  2021-02-23 10:00:00          URB        736          9   \n\n       charge  vmed error  integration_period   date_id  year  month  day  \\\n37230      40     0     N                  15  20210223  2021      2   23   \n40800      38     0     N                  15  20210223  2021      2   23   \n44383      33     0     N                  15  20210223  2021      2   23   \n48076      37     0     N                  15  20210223  2021      2   23   \n51653      45     0     N                  15  20210223  2021      2   23   \n\n       hour  district  \n37230     6       1.0  \n40800     7       1.0  \n44383     8       1.0  \n48076     9       1.0  \n51653    10       1.0  ",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>station</th>\n      <th>date_timestamp</th>\n      <th>element_type</th>\n      <th>intensity</th>\n      <th>occupancy</th>\n      <th>charge</th>\n      <th>vmed</th>\n      <th>error</th>\n      <th>integration_period</th>\n      <th>date_id</th>\n      <th>year</th>\n      <th>month</th>\n      <th>day</th>\n      <th>hour</th>\n      <th>district</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>37230</th>\n      <td>4306</td>\n      <td>2021-02-23 06:00:00</td>\n      <td>URB</td>\n      <td>660</td>\n      <td>8</td>\n      <td>40</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>6</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>40800</th>\n      <td>4306</td>\n      <td>2021-02-23 07:00:00</td>\n      <td>URB</td>\n      <td>632</td>\n      <td>8</td>\n      <td>38</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>7</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>44383</th>\n      <td>4306</td>\n      <td>2021-02-23 08:00:00</td>\n      <td>URB</td>\n      <td>537</td>\n      <td>6</td>\n      <td>33</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>8</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>48076</th>\n      <td>4306</td>\n      <td>2021-02-23 09:00:00</td>\n      <td>URB</td>\n      <td>608</td>\n      <td>7</td>\n      <td>37</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>9</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>51653</th>\n      <td>4306</td>\n      <td>2021-02-23 10:00:00</td>\n      <td>URB</td>\n      <td>736</td>\n      <td>9</td>\n      <td>45</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>10</td>\n      <td>1.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 16,
      "metadata": {
        "gather": {
          "logged": 1668509472668
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic data:')\n",
        "traffic_df2.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Traffic data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 11,
          "data": {
            "text/plain": "       station       date_timestamp element_type  intensity  occupancy  \\\n37226     4301  2021-02-23 06:00:00          URB        644         12   \n40796     4301  2021-02-23 07:00:00          URB        595          8   \n44379     4301  2021-02-23 08:00:00          URB        475          8   \n48072     4301  2021-02-23 09:00:00          URB        476          7   \n51649     4301  2021-02-23 10:00:00          URB        592          9   \n\n       charge  vmed error  integration_period   date_id  year  month  day  \\\n37226      42     0     N                  15  20210223  2021      2   23   \n40796      37     0     N                  15  20210223  2021      2   23   \n44379      30     0     N                  15  20210223  2021      2   23   \n48072      30     0     N                  15  20210223  2021      2   23   \n51649      38     0     N                  15  20210223  2021      2   23   \n\n       hour  district  \n37226     6       1.0  \n40796     7       1.0  \n44379     8       1.0  \n48072     9       1.0  \n51649    10       1.0  ",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>station</th>\n      <th>date_timestamp</th>\n      <th>element_type</th>\n      <th>intensity</th>\n      <th>occupancy</th>\n      <th>charge</th>\n      <th>vmed</th>\n      <th>error</th>\n      <th>integration_period</th>\n      <th>date_id</th>\n      <th>year</th>\n      <th>month</th>\n      <th>day</th>\n      <th>hour</th>\n      <th>district</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>37226</th>\n      <td>4301</td>\n      <td>2021-02-23 06:00:00</td>\n      <td>URB</td>\n      <td>644</td>\n      <td>12</td>\n      <td>42</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>6</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>40796</th>\n      <td>4301</td>\n      <td>2021-02-23 07:00:00</td>\n      <td>URB</td>\n      <td>595</td>\n      <td>8</td>\n      <td>37</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>7</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>44379</th>\n      <td>4301</td>\n      <td>2021-02-23 08:00:00</td>\n      <td>URB</td>\n      <td>475</td>\n      <td>8</td>\n      <td>30</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>8</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>48072</th>\n      <td>4301</td>\n      <td>2021-02-23 09:00:00</td>\n      <td>URB</td>\n      <td>476</td>\n      <td>7</td>\n      <td>30</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>9</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>51649</th>\n      <td>4301</td>\n      <td>2021-02-23 10:00:00</td>\n      <td>URB</td>\n      <td>592</td>\n      <td>9</td>\n      <td>38</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>10</td>\n      <td>1.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 11,
      "metadata": {
        "tags": [],
        "gather": {
          "logged": 1668507520901
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_df.dtypes"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 49,
          "data": {
            "text/plain": "station                 int64\ndate_timestamp         object\nelement_type           object\nintensity               int64\noccupancy               int64\ncharge                  int64\nvmed                    int64\nerror                  object\nintegration_period      int64\ndate_id                 int64\nyear                    int64\nmonth                   int64\nday                     int64\nhour                    int64\ndistrict              float64\ndtype: object"
          },
          "metadata": {}
        }
      ],
      "execution_count": 49,
      "metadata": {
        "gather": {
          "logged": 1668355406993
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_df_vars = [\"intensity\", \"hour\"]"
      ],
      "outputs": [],
      "execution_count": 12,
      "metadata": {
        "gather": {
          "logged": 1668507531821
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dft_vars = [\"intensity\"]"
      ],
      "outputs": [],
      "execution_count": 17,
      "metadata": {
        "gather": {
          "logged": 1668509479155
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_df_vars_date_id = [\"intensity\", \"date_id\"]"
      ],
      "outputs": [],
      "execution_count": 253,
      "metadata": {
        "gather": {
          "logged": 1668443171286
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx = traffic_df[traffic_df_vars]"
      ],
      "outputs": [],
      "execution_count": 13,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668507539306
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_df1 = traffic_df1[traffic_df_vars]"
      ],
      "outputs": [],
      "execution_count": 14,
      "metadata": {
        "gather": {
          "logged": 1668507540480
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_df2 = traffic_df2[traffic_df_vars]"
      ],
      "outputs": [],
      "execution_count": 15,
      "metadata": {
        "gather": {
          "logged": 1668507541722
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dft1 = traffic_df1[traffic_dft_vars]"
      ],
      "outputs": [],
      "execution_count": 18,
      "metadata": {
        "gather": {
          "logged": 1668509487794
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dft2 = traffic_df2[traffic_dft_vars]"
      ],
      "outputs": [],
      "execution_count": 19,
      "metadata": {
        "gather": {
          "logged": 1668509489616
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dftd1 = traffic_df1[traffic_df_vars_date_id]"
      ],
      "outputs": [],
      "execution_count": 262,
      "metadata": {
        "gather": {
          "logged": 1668443341471
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dftd2 = traffic_df2[traffic_df_vars_date_id]"
      ],
      "outputs": [],
      "execution_count": 263,
      "metadata": {
        "gather": {
          "logged": 1668443342998
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic data:')\n",
        "traffic_df1.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Traffic data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 256,
          "data": {
            "text/plain": "       station       date_timestamp element_type  intensity  occupancy  \\\n37230     4306  2021-02-23 06:00:00          URB        660          8   \n40800     4306  2021-02-23 07:00:00          URB        632          8   \n44383     4306  2021-02-23 08:00:00          URB        537          6   \n48076     4306  2021-02-23 09:00:00          URB        608          7   \n51653     4306  2021-02-23 10:00:00          URB        736          9   \n\n       charge  vmed error  integration_period   date_id  year  month  day  \\\n37230      40     0     N                  15  20210223  2021      2   23   \n40800      38     0     N                  15  20210223  2021      2   23   \n44383      33     0     N                  15  20210223  2021      2   23   \n48076      37     0     N                  15  20210223  2021      2   23   \n51653      45     0     N                  15  20210223  2021      2   23   \n\n       hour  district  \n37230     6       1.0  \n40800     7       1.0  \n44383     8       1.0  \n48076     9       1.0  \n51653    10       1.0  ",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>station</th>\n      <th>date_timestamp</th>\n      <th>element_type</th>\n      <th>intensity</th>\n      <th>occupancy</th>\n      <th>charge</th>\n      <th>vmed</th>\n      <th>error</th>\n      <th>integration_period</th>\n      <th>date_id</th>\n      <th>year</th>\n      <th>month</th>\n      <th>day</th>\n      <th>hour</th>\n      <th>district</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>37230</th>\n      <td>4306</td>\n      <td>2021-02-23 06:00:00</td>\n      <td>URB</td>\n      <td>660</td>\n      <td>8</td>\n      <td>40</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>6</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>40800</th>\n      <td>4306</td>\n      <td>2021-02-23 07:00:00</td>\n      <td>URB</td>\n      <td>632</td>\n      <td>8</td>\n      <td>38</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>7</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>44383</th>\n      <td>4306</td>\n      <td>2021-02-23 08:00:00</td>\n      <td>URB</td>\n      <td>537</td>\n      <td>6</td>\n      <td>33</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>8</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>48076</th>\n      <td>4306</td>\n      <td>2021-02-23 09:00:00</td>\n      <td>URB</td>\n      <td>608</td>\n      <td>7</td>\n      <td>37</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>9</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>51653</th>\n      <td>4306</td>\n      <td>2021-02-23 10:00:00</td>\n      <td>URB</td>\n      <td>736</td>\n      <td>9</td>\n      <td>45</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>10</td>\n      <td>1.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 256,
      "metadata": {
        "gather": {
          "logged": 1668443178265
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic data:')\n",
        "traffic_df2.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Traffic data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 260,
          "data": {
            "text/plain": "       station       date_timestamp element_type  intensity  occupancy  \\\n37226     4301  2021-02-23 06:00:00          URB        644         12   \n40796     4301  2021-02-23 07:00:00          URB        595          8   \n44379     4301  2021-02-23 08:00:00          URB        475          8   \n48072     4301  2021-02-23 09:00:00          URB        476          7   \n51649     4301  2021-02-23 10:00:00          URB        592          9   \n\n       charge  vmed error  integration_period   date_id  year  month  day  \\\n37226      42     0     N                  15  20210223  2021      2   23   \n40796      37     0     N                  15  20210223  2021      2   23   \n44379      30     0     N                  15  20210223  2021      2   23   \n48072      30     0     N                  15  20210223  2021      2   23   \n51649      38     0     N                  15  20210223  2021      2   23   \n\n       hour  district  \n37226     6       1.0  \n40796     7       1.0  \n44379     8       1.0  \n48072     9       1.0  \n51649    10       1.0  ",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>station</th>\n      <th>date_timestamp</th>\n      <th>element_type</th>\n      <th>intensity</th>\n      <th>occupancy</th>\n      <th>charge</th>\n      <th>vmed</th>\n      <th>error</th>\n      <th>integration_period</th>\n      <th>date_id</th>\n      <th>year</th>\n      <th>month</th>\n      <th>day</th>\n      <th>hour</th>\n      <th>district</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>37226</th>\n      <td>4301</td>\n      <td>2021-02-23 06:00:00</td>\n      <td>URB</td>\n      <td>644</td>\n      <td>12</td>\n      <td>42</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>6</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>40796</th>\n      <td>4301</td>\n      <td>2021-02-23 07:00:00</td>\n      <td>URB</td>\n      <td>595</td>\n      <td>8</td>\n      <td>37</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>7</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>44379</th>\n      <td>4301</td>\n      <td>2021-02-23 08:00:00</td>\n      <td>URB</td>\n      <td>475</td>\n      <td>8</td>\n      <td>30</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>8</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>48072</th>\n      <td>4301</td>\n      <td>2021-02-23 09:00:00</td>\n      <td>URB</td>\n      <td>476</td>\n      <td>7</td>\n      <td>30</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>9</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>51649</th>\n      <td>4301</td>\n      <td>2021-02-23 10:00:00</td>\n      <td>URB</td>\n      <td>592</td>\n      <td>9</td>\n      <td>38</td>\n      <td>0</td>\n      <td>N</td>\n      <td>15</td>\n      <td>20210223</td>\n      <td>2021</td>\n      <td>2</td>\n      <td>23</td>\n      <td>10</td>\n      <td>1.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 260,
      "metadata": {
        "gather": {
          "logged": 1668443319375
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic data:')\n",
        "traffic_dft1.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Traffic data:\n"
        },
        {
          "output_type": "error",
          "ename": "NameError",
          "evalue": "name 'traffic_dft1' is not defined",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
            "Input \u001b[0;32mIn [261]\u001b[0m, in \u001b[0;36m<cell line: 3>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;66;03m# view top of traffic volume dataframe\u001b[39;00m\n\u001b[1;32m      2\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mTraffic data:\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m----> 3\u001b[0m \u001b[43mtraffic_dft1\u001b[49m\u001b[38;5;241m.\u001b[39mhead()\n",
            "\u001b[0;31mNameError\u001b[0m: name 'traffic_dft1' is not defined"
          ]
        }
      ],
      "execution_count": 261,
      "metadata": {
        "gather": {
          "logged": 1668443333982
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic data:')\n",
        "traffic_dft2.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Traffic data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 99,
          "data": {
            "text/plain": "       intensity\n37226        644\n40796        595\n44379        475\n48072        476\n51649        592",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>intensity</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>37226</th>\n      <td>644</td>\n    </tr>\n    <tr>\n      <th>40796</th>\n      <td>595</td>\n    </tr>\n    <tr>\n      <th>44379</th>\n      <td>475</td>\n    </tr>\n    <tr>\n      <th>48072</th>\n      <td>476</td>\n    </tr>\n    <tr>\n      <th>51649</th>\n      <td>592</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 99,
      "metadata": {
        "gather": {
          "logged": 1668356585185
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic data:')\n",
        "traffic_dftd1.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Traffic data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 264,
          "data": {
            "text/plain": "       intensity   date_id\n37230        660  20210223\n40800        632  20210223\n44383        537  20210223\n48076        608  20210223\n51653        736  20210223",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>intensity</th>\n      <th>date_id</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>37230</th>\n      <td>660</td>\n      <td>20210223</td>\n    </tr>\n    <tr>\n      <th>40800</th>\n      <td>632</td>\n      <td>20210223</td>\n    </tr>\n    <tr>\n      <th>44383</th>\n      <td>537</td>\n      <td>20210223</td>\n    </tr>\n    <tr>\n      <th>48076</th>\n      <td>608</td>\n      <td>20210223</td>\n    </tr>\n    <tr>\n      <th>51653</th>\n      <td>736</td>\n      <td>20210223</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 264,
      "metadata": {
        "gather": {
          "logged": 1668443353596
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic data:')\n",
        "traffic_dftd2.head()"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "Traffic data:\n"
        },
        {
          "output_type": "execute_result",
          "execution_count": 265,
          "data": {
            "text/plain": "       intensity   date_id\n37226        644  20210223\n40796        595  20210223\n44379        475  20210223\n48072        476  20210223\n51649        592  20210223",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>intensity</th>\n      <th>date_id</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>37226</th>\n      <td>644</td>\n      <td>20210223</td>\n    </tr>\n    <tr>\n      <th>40796</th>\n      <td>595</td>\n      <td>20210223</td>\n    </tr>\n    <tr>\n      <th>44379</th>\n      <td>475</td>\n      <td>20210223</td>\n    </tr>\n    <tr>\n      <th>48072</th>\n      <td>476</td>\n      <td>20210223</td>\n    </tr>\n    <tr>\n      <th>51649</th>\n      <td>592</td>\n      <td>20210223</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 265,
      "metadata": {
        "gather": {
          "logged": 1668443360472
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# join weather data to the date data dataset\r\n",
        "traffic_dfx1_83 = pd.merge(traffic_dftd1, weather_df_t_83, how='left', on='date_id')"
      ],
      "outputs": [],
      "execution_count": 258,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668443190202
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx1_83.head()"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 259,
          "data": {
            "text/plain": "   intensity   date_id  value\n0        660  20210223   15.3\n1        632  20210223   15.3\n2        537  20210223   15.3\n3        608  20210223   15.3\n4        736  20210223   15.3",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>intensity</th>\n      <th>date_id</th>\n      <th>value</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>660</td>\n      <td>20210223</td>\n      <td>15.3</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>632</td>\n      <td>20210223</td>\n      <td>15.3</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>537</td>\n      <td>20210223</td>\n      <td>15.3</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>608</td>\n      <td>20210223</td>\n      <td>15.3</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>736</td>\n      <td>20210223</td>\n      <td>15.3</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 259,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668443191829
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx1_83_q = traffic_dfx1_83[traffic_dfx1_83.value> -10]"
      ],
      "outputs": [],
      "execution_count": 167,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668438357910
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# join weather data to the date data dataset\n",
        "traffic_dfx2_83 = pd.merge(traffic_dftd2, weather_df_t_83, how='left', on='date_id')"
      ],
      "outputs": [],
      "execution_count": 168,
      "metadata": {
        "gather": {
          "logged": 1668438359448
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx2_83.head()"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 169,
          "data": {
            "text/plain": "   intensity   date_id  value\n0        644  20210223   15.3\n1        595  20210223   15.3\n2        475  20210223   15.3\n3        476  20210223   15.3\n4        592  20210223   15.3",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>intensity</th>\n      <th>date_id</th>\n      <th>value</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>644</td>\n      <td>20210223</td>\n      <td>15.3</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>595</td>\n      <td>20210223</td>\n      <td>15.3</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>475</td>\n      <td>20210223</td>\n      <td>15.3</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>476</td>\n      <td>20210223</td>\n      <td>15.3</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>592</td>\n      <td>20210223</td>\n      <td>15.3</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 169,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668438363511
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx2_83_q = traffic_dfx2_83[traffic_dfx2_83.value> -10]"
      ],
      "outputs": [],
      "execution_count": 170,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668438366248
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# join weather data to the date data dataset\n",
        "traffic_dfx1_86 = pd.merge(traffic_dftd1, weather_df_hr_86, how='left', on='date_id')"
      ],
      "outputs": [],
      "execution_count": 49,
      "metadata": {
        "gather": {
          "logged": 1668412301780
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx1_86_q = traffic_dfx1_86[traffic_dfx1_86.intensity> -1]"
      ],
      "outputs": [],
      "execution_count": 50,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668412303378
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# join weather data to the date data dataset\n",
        "traffic_dfx2_86 = pd.merge(traffic_dftd2, weather_df_hr_86, how='left', on='date_id')"
      ],
      "outputs": [],
      "execution_count": 48,
      "metadata": {
        "gather": {
          "logged": 1668412289384
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx2_86_q = traffic_dfx2_86[traffic_dfx2_86.intensity> -1]"
      ],
      "outputs": [],
      "execution_count": 51,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668412304732
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx1_83_mean = traffic_dfx1_83_q.groupby('value')[\"intensity\"].mean().astype(int)"
      ],
      "outputs": [],
      "execution_count": 171,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668438373583
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx1_83_mean.head()"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 172,
          "data": {
            "text/plain": "value\n3.4    506\n4.4    652\n4.6    819\n4.7    616\n4.8    789\nName: intensity, dtype: int64"
          },
          "metadata": {}
        }
      ],
      "execution_count": 172,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668438376792
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df_83 = pd.DataFrame(traffic_dfx1_83_mean, columns = ['intensity'])"
      ],
      "outputs": [],
      "execution_count": 173,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668438394666
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df_83.reset_index(inplace=True, level=['value'])"
      ],
      "outputs": [],
      "execution_count": 174,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668438406113
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import pandas as pd\r\n",
        "import numpy as np\r\n",
        "pd.set_option('display.max_rows', None)\r\n",
        "pd.set_option('display.max_columns', None)\r\n",
        "result_83 = df_83.groupby(pd.cut(df_83['value'], \r\n",
        "                  bins=[-5,0,5,10,15,20,25,30,35,40],  \r\n",
        "                  labels=['[-5-0)', '[0-5)', '[5-10)', '[10-15)', '[15-20)', '[20-25)', '[25-30)','[30-35)', '[35-40]']))['intensity'].mean().reset_index()\r\n",
        "print(\"\\nGroupBy with condition of  two labels and ranges:\")\r\n",
        "print(result_83)"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "\nGroupBy with condition of  two labels and ranges:\n     value   intensity\n0   [-5-0)         NaN\n1    [0-5)  657.857143\n2   [5-10)  670.969697\n3  [10-15)  636.844444\n4  [15-20)  528.448276\n5  [20-25)  464.878788\n6  [25-30)  563.833333\n7  [30-35)  576.800000\n8  [35-40]         NaN\n"
        }
      ],
      "execution_count": 215,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668441121648
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx2_83_mean = traffic_dfx2_83_q.groupby('value')[\"intensity\"].mean()"
      ],
      "outputs": [],
      "execution_count": 177,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668438663218
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df2_83 = pd.DataFrame(traffic_dfx2_83_mean, columns = ['intensity'])"
      ],
      "outputs": [],
      "execution_count": 184,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668438849083
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df2_83.reset_index(inplace=True, level=['value'])\r\n"
      ],
      "outputs": [],
      "execution_count": 185,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668438850615
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import pandas as pd\r\n",
        "import numpy as np\r\n",
        "df1 = result_83\r\n",
        "df2 = df2_83\r\n",
        "pd.set_option('display.max_rows', None)\r\n",
        "pd.set_option('display.max_columns', None)\r\n",
        "result2_83 = df2_83.groupby(pd.cut(df2_83['value'], \r\n",
        "                  bins=[-5,0,5,10,15,20,25,30,35,40],  \r\n",
        "                  labels=['[-5-0)', '[0-5)', '[5-10)', '[10-15)', '[15-20)', '[20-25)', '[25-30)','[30-35)', '[35-40]']))['intensity'].mean().reset_index()\r\n",
        "print(\"\\nGroupBy with condition of  two labels and ranges:\")\r\n",
        "print(result2_83)"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "\nGroupBy with condition of  two labels and ranges:\n     value   intensity\n0   [-5-0)         NaN\n1    [0-5)  370.697506\n2   [5-10)  466.863265\n3  [10-15)  532.595909\n4  [15-20)  372.417865\n5  [20-25)  300.617138\n6  [25-30)  234.213834\n7  [30-35)  236.470317\n8  [35-40]         NaN\n"
        }
      ],
      "execution_count": 216,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668441131419
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df_r_83 = result_83\r\n",
        "df2_r_83 = result2_83"
      ],
      "outputs": [],
      "execution_count": 217,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668441143066
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df12_83 = pd.merge(df_r_83, df2_r_83, on='value')"
      ],
      "outputs": [],
      "execution_count": 218,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668441144513
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df12_83"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 219,
          "data": {
            "text/plain": "     value  intensity_x  intensity_y\n0   [-5-0)          NaN          NaN\n1    [0-5)   657.857143   370.697506\n2   [5-10)   670.969697   466.863265\n3  [10-15)   636.844444   532.595909\n4  [15-20)   528.448276   372.417865\n5  [20-25)   464.878788   300.617138\n6  [25-30)   563.833333   234.213834\n7  [30-35)   576.800000   236.470317\n8  [35-40]          NaN          NaN",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>value</th>\n      <th>intensity_x</th>\n      <th>intensity_y</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>[-5-0)</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>[0-5)</td>\n      <td>657.857143</td>\n      <td>370.697506</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>[5-10)</td>\n      <td>670.969697</td>\n      <td>466.863265</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>[10-15)</td>\n      <td>636.844444</td>\n      <td>532.595909</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>[15-20)</td>\n      <td>528.448276</td>\n      <td>372.417865</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>[20-25)</td>\n      <td>464.878788</td>\n      <td>300.617138</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>[25-30)</td>\n      <td>563.833333</td>\n      <td>234.213834</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>[30-35)</td>\n      <td>576.800000</td>\n      <td>236.470317</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>[35-40]</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 219,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668441146154
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "\r\n",
        "ax = df12_83.plot.bar(x='value', rot=0, xlabel='Temperature (ºC)', ylabel='Vehicles/Hour', colormap='Paired').grid(axis='y')\r\n",
        "plt.legend(['Traffic Sensor 4306', 'Traffic Sensor 4301'], prop={'size': 10})\r\n",
        "plt.title('Traffic Int.: Sensors 4306 & 4301/Temperature (Station 35)')"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 225,
          "data": {
            "text/plain": "Text(0.5, 1.0, 'Traffic Int.: Sensors 4306 & 4301/Temperature (Station 35)')"
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 432x288 with 1 Axes>",
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 225,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668441426303
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx1_83_mean.plot(x=\"value\", y=\"intensity\", color={\"red\"})\r\n",
        "plt.axis([-0.5, 35, 0, 1250]) \r\n",
        "plt.title('Traffic Intensity (Sensor 4306) / Temperature (Station 35)')\r\n",
        "plt.xlabel('Temperature (Cº)')\r\n",
        "plt.ylabel('Traffic Intensity')\r\n",
        "plt.show()"
      ],
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 432x288 with 1 Axes>",
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 157,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668359540269
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx2_83_mean.plot(x=\"value\", y=\"intensity\", color={\"red\"})\r\n",
        "plt.axis([-0.5, 35, 0, 1250]) \r\n",
        "plt.title('Traffic Intensity (Sensor 4306) / Temperature (Station 35)')\r\n",
        "plt.xlabel('Temperature (Cº)')\r\n",
        "plt.ylabel('Traffic Intensity')\r\n",
        "plt.show()"
      ],
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 432x288 with 1 Axes>",
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 135,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668358042853
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# create histograms of each variable\r\n",
        "%matplotlib inline\r\n",
        "import matplotlib.pyplot as plt"
      ],
      "outputs": [],
      "execution_count": 54,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668412340867
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "\r\n",
        "# create histograms of each variable\r\n",
        "%matplotlib inline\r\n",
        "import matplotlib.pyplot as plt\r\n",
        "df.hist(bins=100, figsize=(10,7), color={\"green\"})\r\n",
        "plt.axis([-2, 38, 0, 50]) \r\n",
        "plt.title('Traffic Intensity Flow (Sensor 4306)')\r\n",
        "plt.xlabel('Temperature (Cº)')\r\n",
        "plt.ylabel('Veh./hour')\r\n",
        "plt.show()\r\n"
      ],
      "outputs": [
        {
          "output_type": "error",
          "ename": "NameError",
          "evalue": "name 'df' is not defined",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
            "Input \u001b[0;32mIn [53]\u001b[0m, in \u001b[0;36m<cell line: 4>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      2\u001b[0m get_ipython()\u001b[38;5;241m.\u001b[39mrun_line_magic(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmatplotlib\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124minline\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m      3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mmatplotlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpyplot\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mplt\u001b[39;00m\n\u001b[0;32m----> 4\u001b[0m \u001b[43mdf\u001b[49m\u001b[38;5;241m.\u001b[39mhist(bins\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m100\u001b[39m, figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m10\u001b[39m,\u001b[38;5;241m7\u001b[39m), color\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgreen\u001b[39m\u001b[38;5;124m\"\u001b[39m})\n\u001b[1;32m      5\u001b[0m plt\u001b[38;5;241m.\u001b[39maxis([\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m, \u001b[38;5;241m38\u001b[39m, \u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m50\u001b[39m]) \n\u001b[1;32m      6\u001b[0m plt\u001b[38;5;241m.\u001b[39mtitle(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mTraffic Intensity Flow (Sensor 4306)\u001b[39m\u001b[38;5;124m'\u001b[39m)\n",
            "\u001b[0;31mNameError\u001b[0m: name 'df' is not defined"
          ]
        }
      ],
      "execution_count": 53,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668412329334
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx1_83.plot(x=\"value\", y=\"intensity\", color={\"red\"})\n",
        "plt.axis([-0.5, 35, 0, 1850]) \n",
        "plt.title('Traffic Intensity (Sensor 4306) / Temperature (Station 35)')\n",
        "plt.xlabel('Temperature (Cº)')\n",
        "plt.ylabel('Traffic Intensity')\n",
        "plt.show()"
      ],
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 432x288 with 1 Axes>",
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 109,
      "metadata": {
        "gather": {
          "logged": 1668356716422
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx2_83.plot(x=\"value\", y=\"intensity\", color={\"red\"})\n",
        "plt.axis([-0.5, 35, 0, 1850]) \n",
        "plt.title('Traffic Intensity (Sensor 4301) / Temperature (Station 35)')\n",
        "plt.xlabel('Temperature (Cº)')\n",
        "plt.ylabel('Traffic Intensity')\n",
        "plt.show()"
      ],
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 432x288 with 1 Axes>",
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 110,
      "metadata": {
        "gather": {
          "logged": 1668356765947
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx1_86_q"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 92,
          "data": {
            "text/plain": "      intensity   date_id  value\n0           660  20210223   35.0\n1           632  20210223   35.0\n2           537  20210223   35.0\n3           608  20210223   35.0\n4           736  20210223   35.0\n5           859  20210223   35.0\n6           932  20210223   35.0\n7           965  20210223   35.0\n8           900  20210223   35.0\n9           932  20210223   35.0\n10          992  20210223   35.0\n11         1024  20210223   35.0\n12          964  20210223   35.0\n13          940  20210223   35.0\n14          916  20210223   35.0\n15          872  20210223   35.0\n16          800  20210223   35.0\n17          753  20210223   35.0\n18          676  20210224   42.0\n19          540  20210224   42.0\n20          340  20210224   42.0\n21          312  20210224   42.0\n22          313  20210224   42.0\n23          348  20210224   42.0\n24          464  20210224   42.0\n25          864  20210224   42.0\n26         1076  20210224   42.0\n27         1140  20210224   42.0\n28         1025  20210224   42.0\n29          942  20210224   42.0\n30         1086  20210224   42.0\n31          964  20210224   42.0\n32         1165  20210224   42.0\n33         1036  20210224   42.0\n34         1060  20210224   42.0\n35         1067  20210224   42.0\n36          844  20210224   42.0\n37         1012  20210224   42.0\n38         1028  20210224   42.0\n39          920  20210224   42.0\n40          792  20210224   42.0\n41          796  20210224   42.0\n42          636  20210225   49.0\n43          433  20210225   49.0\n44          395  20210225   49.0\n45          300  20210225   49.0\n46          244  20210225   49.0\n47          324  20210225   49.0\n48          548  20210225   49.0\n49          905  20210225   49.0\n50         1088  20210225   49.0\n51         1200  20210225   49.0\n52         1070  20210225   49.0\n53         1088  20210225   49.0\n54         1064  20210225   49.0\n55         1113  20210225   49.0\n56         1097  20210225   49.0\n57         1076  20210225   49.0\n58         1056  20210225   49.0\n59          979  20210225   49.0\n60         1044  20210225   49.0\n61          980  20210225   49.0\n62          973  20210225   49.0\n63          952  20210225   49.0\n64          876  20210225   49.0\n65          788  20210225   49.0\n66          833  20210226   47.0\n67          488  20210226   47.0\n68          423  20210226   47.0\n69          404  20210226   47.0\n70          284  20210226   47.0\n71          328  20210226   47.0\n72          469  20210226   47.0\n73          919  20210226   47.0\n74         1072  20210226   47.0\n75         1109  20210226   47.0\n76          990  20210226   47.0\n77         1320  20210226   47.0\n78         1240  20210226   47.0\n79         1118  20210226   47.0\n80         1174  20210226   47.0\n81         1052  20210226   47.0\n82         1111  20210226   47.0\n83         1056  20210226   47.0\n84         1068  20210226   47.0\n85         1128  20210226   47.0\n86          996  20210226   47.0\n87          940  20210226   47.0\n88          861  20210226   47.0\n89          828  20210226   47.0\n90          848  20210227   47.0\n91          660  20210227   47.0\n92          508  20210227   47.0\n93          405  20210227   47.0\n94          380  20210227   47.0\n95          404  20210227   47.0\n96          572  20210227   47.0\n97          888  20210227   47.0\n98         1145  20210227   47.0\n99         1165  20210227   47.0\n100        1101  20210227   47.0\n101        1133  20210227   47.0\n102        1123  20210227   47.0\n103        1161  20210227   47.0\n104        1092  20210227   47.0\n105        1196  20210227   47.0\n106        1085  20210227   47.0\n107        1028  20210227   47.0\n108         984  20210227   47.0\n109        1000  20210227   47.0\n110         948  20210227   47.0\n111         780  20210227   47.0\n112         853  20210227   47.0\n113         904  20210227   47.0\n114         912  20210228   44.0\n115         752  20210228   44.0\n116         480  20210228   44.0\n117         508  20210228   44.0\n118         368  20210228   44.0\n119         357  20210228   44.0\n120         532  20210228   44.0\n121         836  20210228   44.0\n122        1020  20210228   44.0\n123        1162  20210228   44.0\n124        1057  20210228   44.0\n125        1158  20210228   44.0\n126        1076  20210228   44.0\n127        1173  20210228   44.0\n128        1080  20210228   44.0\n129         949  20210228   44.0\n130        1096  20210228   44.0\n131         968  20210228   44.0\n132         789  20210228   44.0\n133         912  20210228   44.0\n134        1088  20210228   44.0\n135        1004  20210228   44.0\n136         944  20210228   44.0\n137         916  20210228   44.0\n138        1048  20210229   67.0\n139         952  20210229   67.0\n140         847  20210229   67.0\n141         788  20210229   67.0\n142         684  20210229   67.0\n143         632  20210229   67.0\n144         556  20210229   67.0\n145         608  20210229   67.0\n146         632  20210229   67.0\n147         708  20210229   67.0\n148         864  20210229   67.0\n149         887  20210229   67.0\n150         933  20210229   67.0\n151         984  20210229   67.0\n152         995  20210229   67.0\n153         932  20210229   67.0\n154         892  20210229   67.0\n155         984  20210229   67.0\n156         984  20210229   67.0\n157         983  20210229   67.0\n158         989  20210229   67.0\n159        1004  20210229   67.0\n160         985  20210229   67.0\n161         960  20210229   67.0\n162         932  20210301   80.0\n163         916  20210301   80.0\n164         840  20210301   80.0\n165         805  20210301   80.0\n166         812  20210301   80.0\n167         736  20210301   80.0\n168         563  20210301   80.0\n169         589  20210301   80.0\n170         452  20210301   80.0\n171         588  20210301   80.0\n172         604  20210301   80.0\n173         829  20210301   80.0\n174        1024  20210301   80.0\n175         943  20210301   80.0\n176         960  20210301   80.0\n177         932  20210301   80.0\n178         964  20210301   80.0\n179         936  20210301   80.0\n180         944  20210301   80.0\n181         836  20210301   80.0\n182         824  20210301   80.0\n183         776  20210301   80.0\n184         668  20210301   80.0\n185         632  20210301   80.0\n186         817  20210302   62.0\n187         592  20210302   62.0\n188         408  20210302   62.0\n189         308  20210302   62.0\n190         296  20210302   62.0\n191         340  20210302   62.0\n192         504  20210302   62.0\n193         892  20210302   62.0\n194        1092  20210302   62.0\n195        1108  20210302   62.0\n196        1012  20210302   62.0\n197        1065  20210302   62.0\n198        1036  20210302   62.0\n199        1076  20210302   62.0\n200        1132  20210302   62.0\n201        1040  20210302   62.0\n202        1020  20210302   62.0\n203         984  20210302   62.0\n204        1084  20210302   62.0\n205         905  20210302   62.0\n206         924  20210302   62.0\n207         812  20210302   62.0\n208         721  20210302   62.0\n209         692  20210302   62.0\n210         600  20210303   72.0\n211         496  20210303   72.0\n212         340  20210303   72.0\n213         313  20210303   72.0\n214         278  20210303   72.0\n215         368  20210303   72.0\n216         516  20210303   72.0\n217         776  20210303   72.0\n218        1165  20210303   72.0\n219        1085  20210303   72.0\n220        1086  20210303   72.0\n221        1080  20210303   72.0\n222         567  20210303   72.0\n223        1015  20210303   72.0\n224         985  20210303   72.0\n225         982  20210303   72.0\n226         968  20210303   72.0\n227        1040  20210303   72.0\n228        1092  20210303   72.0\n229         971  20210303   72.0\n230         936  20210303   72.0\n231        1012  20210303   72.0\n232         789  20210303   72.0\n233         787  20210303   72.0\n234         644  20210304   67.0\n235         493  20210304   67.0\n236         368  20210304   67.0\n237         280  20210304   67.0\n238         276  20210304   67.0\n239         388  20210304   67.0\n240         568  20210304   67.0\n241         932  20210304   67.0\n242        1102  20210304   67.0\n243        1052  20210304   67.0\n244        1173  20210304   67.0\n245        1024  20210304   67.0\n246        1072  20210304   67.0\n247        1067  20210304   67.0\n248        1119  20210304   67.0\n249        1056  20210304   67.0\n250        1008  20210304   67.0\n251        1060  20210304   67.0\n252        1032  20210304   67.0\n253        1012  20210304   67.0\n254         948  20210304   67.0\n255         921  20210304   67.0\n256         864  20210304   67.0\n257         800  20210304   67.0\n258         744  20210305   67.0\n259         621  20210305   67.0\n260         456  20210305   67.0\n261         332  20210305   67.0\n262         297  20210305   67.0\n263         436  20210305   67.0\n264         497  20210305   67.0\n265         949  20210305   67.0\n266        1033  20210305   67.0\n267        1156  20210305   67.0\n268        1020  20210305   67.0\n269        1005  20210305   67.0\n270        1236  20210305   67.0\n271        1117  20210305   67.0\n272        1091  20210305   67.0\n273        1109  20210305   67.0\n274        1028  20210305   67.0\n275        1004  20210305   67.0\n276         969  20210305   67.0\n277         989  20210305   67.0\n278        1036  20210305   67.0\n279        1032  20210305   67.0\n280         944  20210305   67.0\n281         920  20210305   67.0\n282         877  20210306   47.0\n283         716  20210306   47.0\n284         588  20210306   47.0\n285         720  20210306   47.0\n286         520  20210306   47.0\n287         424  20210306   47.0\n288         520  20210306   47.0\n289         941  20210306   47.0\n290        1096  20210306   47.0\n291        1144  20210306   47.0\n292        1017  20210306   47.0\n293        1052  20210306   47.0\n294         981  20210306   47.0\n295         206  20210306   47.0\n296         992  20210306   47.0\n297         904  20210306   47.0\n298         952  20210306   47.0\n299        1072  20210306   47.0\n300         976  20210306   47.0\n301        1007  20210306   47.0\n302        1028  20210306   47.0\n303        1000  20210306   47.0\n304         956  20210306   47.0\n305         875  20210306   47.0\n306         928  20210307   48.0\n307         971  20210307   48.0\n308         792  20210307   48.0\n309         753  20210307   48.0\n310         764  20210307   48.0\n311         628  20210307   48.0\n312         564  20210307   48.0\n313         612  20210307   48.0\n314         588  20210307   48.0\n315         684  20210307   48.0\n316         799  20210307   48.0\n317         843  20210307   48.0\n318         897  20210307   48.0\n319         884  20210307   48.0\n320        1040  20210307   48.0\n321         956  20210307   48.0\n322         844  20210307   48.0\n323         876  20210307   48.0\n324         824  20210307   48.0\n325         884  20210307   48.0\n326         896  20210307   48.0\n327         908  20210307   48.0\n328         892  20210307   48.0\n329         864  20210307   48.0\n330         861  20210308   59.0\n331        1007  20210308   59.0\n332         881  20210308   59.0\n333         828  20210308   59.0\n334         812  20210308   59.0\n335         776  20210308   59.0\n336         695  20210308   59.0\n337         668  20210308   59.0\n338         552  20210308   59.0\n339         545  20210308   59.0\n340         628  20210308   59.0\n341         816  20210308   59.0\n342         856  20210308   59.0\n343         836  20210308   59.0\n344         788  20210308   59.0\n345         795  20210308   59.0\n346         509  20210308   59.0\n347          40  20210308   59.0\n348          30  20210308   59.0\n349         252  20210308   59.0\n350         681  20210308   59.0\n351         600  20210308   59.0\n352         548  20210309   48.0\n353         465  20210309   48.0\n354         816  20210309   48.0\n355        1052  20210309   48.0\n356        1120  20210309   48.0\n357        1029  20210309   48.0\n358        1059  20210309   48.0\n359         980  20210309   48.0\n360        1064  20210309   48.0\n361        1077  20210309   48.0\n362         968  20210309   48.0\n363         993  20210309   48.0\n364         932  20210309   48.0\n365        1009  20210309   48.0\n366         956  20210309   48.0\n367         940  20210309   48.0\n368         872  20210309   48.0\n369         708  20210309   48.0\n370         616  20210309   48.0\n371         548  20210310   44.0\n372         360  20210310   44.0\n373         321  20210310   44.0\n374         232  20210310   44.0\n375         216  20210310   44.0\n376         360  20210310   44.0\n377         424  20210310   44.0\n378         795  20210310   44.0\n379        1033  20210310   44.0\n380        1139  20210310   44.0\n381        1055  20210310   44.0\n382         964  20210310   44.0\n383        1007  20210310   44.0\n384        1084  20210310   44.0\n385        1028  20210310   44.0\n386         988  20210310   44.0\n387        1080  20210310   44.0\n388         960  20210310   44.0\n389         929  20210310   44.0\n390         988  20210310   44.0\n391         972  20210310   44.0\n392         813  20210310   44.0\n393         776  20210310   44.0\n394         704  20210310   44.0\n395         572  20210311   50.0\n396         384  20210311   50.0\n397         312  20210311   50.0\n398         272  20210311   50.0\n399         256  20210311   50.0\n400         304  20210311   50.0\n401         544  20210311   50.0\n402         785  20210311   50.0\n403        1024  20210311   50.0\n404        1132  20210311   50.0\n405        1011  20210311   50.0\n406        1040  20210311   50.0\n407        1012  20210311   50.0\n408        1021  20210311   50.0\n409        1104  20210311   50.0\n410        1060  20210311   50.0\n411         984  20210311   50.0\n412         917  20210311   50.0\n413         968  20210311   50.0\n414         973  20210311   50.0\n415         896  20210311   50.0\n416         824  20210311   50.0\n417         797  20210311   50.0\n418         636  20210311   50.0\n419         612  20210312   48.0\n420         420  20210312   48.0\n421         368  20210312   48.0\n422         336  20210312   48.0\n423         261  20210312   48.0\n424         304  20210312   48.0\n425         461  20210312   48.0\n426         836  20210312   48.0\n427         949  20210312   48.0\n428        1125  20210312   48.0\n429         952  20210312   48.0\n430        1015  20210312   48.0\n431        1036  20210312   48.0\n432        1000  20210312   48.0\n433        1036  20210312   48.0\n434         944  20210312   48.0\n435         917  20210312   48.0\n436         936  20210312   48.0\n437        1004  20210312   48.0\n438         864  20210312   48.0\n439         871  20210312   48.0\n440         788  20210312   48.0\n441         764  20210312   48.0\n442         672  20210312   48.0\n443         496  20210313   50.0\n444         453  20210313   50.0\n445         366  20210313   50.0\n446         264  20210313   50.0\n447         277  20210313   50.0\n448         335  20210313   50.0\n449         400  20210313   50.0\n450         836  20210313   50.0\n451         921  20210313   50.0\n452        1003  20210313   50.0\n453        1000  20210313   50.0\n454         952  20210313   50.0\n455         928  20210313   50.0\n456         927  20210313   50.0\n457         917  20210313   50.0\n458         780  20210313   50.0\n459         804  20210313   50.0\n460         769  20210313   50.0\n461         805  20210313   50.0\n462         821  20210313   50.0\n463         748  20210313   50.0\n464         647  20210313   50.0\n465         680  20210313   50.0\n466         496  20210313   50.0\n467         400  20210314   52.0\n468         317  20210314   52.0\n469         288  20210314   52.0\n470         211  20210314   52.0\n471         231  20210314   52.0\n472         192  20210314   52.0\n473         213  20210314   52.0\n474         280  20210314   52.0\n475         307  20210314   52.0\n476         396  20210314   52.0\n477         421  20210314   52.0\n478         444  20210314   52.0\n479         536  20210314   52.0\n480         519  20210314   52.0\n481         475  20210314   52.0\n482         388  20210314   52.0\n483         373  20210314   52.0\n484         365  20210314   52.0\n485         456  20210314   52.0\n486         416  20210314   52.0\n487         412  20210314   52.0\n488         356  20210314   52.0\n489         344  20210314   52.0\n490         260  20210314   52.0\n491         176  20210315   54.0\n492         200  20210315   54.0\n493         164  20210315   54.0\n494         139  20210315   54.0\n495         112  20210315   54.0\n496         153  20210315   54.0\n497         168  20210315   54.0\n498         212  20210315   54.0\n499         240  20210315   54.0\n500         284  20210315   54.0\n501         244  20210315   54.0\n502         336  20210315   54.0\n503         360  20210315   54.0\n504         462  20210315   54.0\n505         420  20210316   73.0\n506         443  20210316   73.0\n507         483  20210316   73.0\n508         520  20210316   73.0\n509         449  20210316   73.0\n510         454  20210316   73.0\n511         440  20210316   73.0\n512         436  20210316   73.0\n513         387  20210316   73.0\n514         312  20210316   73.0\n515         309  20210316   73.0\n516         344  20210316   73.0\n517         281  20210316   73.0\n518         275  20210316   73.0\n519         200  20210316   73.0\n520         151  20210316   73.0\n521         164  20210316   73.0\n522         103  20210317   75.0\n523          88  20210317   75.0\n524         120  20210317   75.0\n525          67  20210317   75.0\n526          67  20210317   75.0\n527          87  20210317   75.0\n528         180  20210317   75.0\n529         331  20210317   75.0\n530         320  20210317   75.0\n531         416  20210317   75.0\n532         397  20210317   75.0\n533         356  20210317   75.0\n534         396  20210317   75.0\n535         352  20210317   75.0\n536         348  20210317   75.0\n537         301  20210317   75.0\n538         260  20210317   75.0\n539         260  20210317   75.0\n540         220  20210317   75.0\n541         228  20210317   75.0\n542         292  20210317   75.0\n543         158  20210317   75.0\n544         156  20210317   75.0\n545         140  20210317   75.0\n546          97  20210318   66.0\n547          90  20210318   66.0\n548          84  20210318   66.0\n549          84  20210318   66.0\n550          60  20210318   66.0\n551          86  20210318   66.0\n552         164  20210318   66.0\n553         308  20210318   66.0\n554         372  20210318   66.0\n555         368  20210318   66.0\n556         396  20210318   66.0\n557         388  20210318   66.0\n558         372  20210318   66.0\n559         332  20210318   66.0\n560         328  20210318   66.0\n561         280  20210318   66.0\n562         248  20210318   66.0\n563         216  20210318   66.0\n564         255  20210318   66.0\n565         248  20210318   66.0\n566         240  20210318   66.0\n567         160  20210318   66.0\n568         152  20210318   66.0\n569         116  20210318   66.0\n570         107  20210319   59.0\n571          90  20210319   59.0\n572          81  20210319   59.0\n573         103  20210319   59.0\n574          47  20210319   59.0\n575          65  20210319   59.0\n576         136  20210319   59.0\n577         312  20210319   59.0\n578         320  20210319   59.0\n579         349  20210319   59.0\n580         328  20210319   59.0\n581         332  20210319   59.0\n582         300  20210319   59.0\n583         304  20210319   59.0\n584         287  20210319   59.0\n585         256  20210319   59.0\n586         240  20210319   59.0\n587         192  20210319   59.0\n588         209  20210319   59.0\n589         192  20210319   59.0\n590         184  20210319   59.0\n591         137  20210319   59.0\n592         152  20210319   59.0\n593         111  20210319   59.0\n594          88  20210320   67.0\n595          60  20210320   67.0\n596          72  20210320   67.0\n597          87  20210320   67.0\n598          60  20210320   67.0\n599          86  20210320   67.0\n600         167  20210320   67.0\n601         276  20210320   67.0\n602         277  20210320   67.0\n603         312  20210320   67.0\n604         348  20210320   67.0\n605         321  20210320   67.0\n606         268  20210320   67.0\n607         268  20210320   67.0\n608         336  20210320   67.0\n609         248  20210320   67.0\n610         197  20210320   67.0\n611         229  20210320   67.0\n612         192  20210320   67.0\n613         173  20210320   67.0\n614         177  20210320   67.0\n615         168  20210320   67.0\n616         133  20210320   67.0\n617         101  20210320   67.0\n618          88  20210321   79.0\n619          84  20210321   79.0\n620          75  20210321   79.0\n621         120  20210321   79.0\n622          65  20210321   79.0\n623          76  20210321   79.0\n624         100  20210321   79.0\n625         104  20210321   79.0\n626         150  20210321   79.0\n627         148  20210321   79.0\n628         200  20210321   79.0\n629         173  20210321   79.0\n630         197  20210321   79.0\n631         204  20210321   79.0\n632         193  20210321   79.0\n633         192  20210321   79.0\n634         164  20210321   79.0\n635         132  20210321   79.0\n636         146  20210321   79.0\n637         133  20210321   79.0\n638         148  20210321   79.0\n639         125  20210321   79.0\n640         111  20210321   79.0\n641         120  20210321   79.0\n642         130  20210322   74.0\n643          60  20210322   74.0\n644          75  20210322   74.0\n645          51  20210322   74.0\n646          80  20210322   74.0\n647          90  20210322   74.0\n648          72  20210322   74.0\n649         110  20210322   74.0\n650          90  20210322   74.0\n651         144  20210322   74.0\n652         132  20210322   74.0\n653         128  20210322   74.0\n654         136  20210322   74.0\n655         128  20210322   74.0\n656         144  20210322   74.0\n657         145  20210322   74.0\n658         120  20210322   74.0\n659         138  20210322   74.0\n660         151  20210322   74.0\n661         103  20210322   74.0\n662         115  20210322   74.0\n663         133  20210322   74.0\n664          85  20210322   74.0\n665         128  20210322   74.0\n666          61  20210323   79.0\n667         106  20210323   79.0\n668          71  20210323   79.0\n669          90  20210323   79.0\n670          53  20210323   79.0\n671          60  20210323   79.0\n672         127  20210323   79.0\n673         244  20210323   79.0\n674         269  20210323   79.0\n675         280  20210323   79.0\n676         277  20210323   79.0\n677         228  20210323   79.0\n678         232  20210323   79.0\n679         260  20210323   79.0\n680         236  20210323   79.0\n681         259  20210323   79.0\n682         209  20210323   79.0\n683         177  20210323   79.0\n684         180  20210323   79.0\n685         176  20210323   79.0\n686         173  20210323   79.0\n687         140  20210323   79.0\n688         125  20210323   79.0\n689         112  20210323   79.0\n690          88  20210324   66.0\n691          74  20210324   66.0\n692          60  20210324   66.0\n693          60  20210324   66.0\n694          30  20210324   66.0\n695          80  20210324   66.0\n696         103  20210324   66.0\n697         232  20210324   66.0\n698         276  20210324   66.0\n699         269  20210324   66.0\n700         261  20210324   66.0\n701         251  20210324   66.0\n702         268  20210324   66.0\n703         264  20210324   66.0\n704         296  20210324   66.0\n705         208  20210324   66.0\n706         188  20210324   66.0\n707         176  20210324   66.0\n708         216  20210324   66.0\n709         152  20210324   66.0\n710         184  20210324   66.0\n711         168  20210324   66.0\n712         127  20210324   66.0\n713          94  20210324   66.0\n714         100  20210325   60.0\n715          71  20210325   60.0\n716          78  20210325   60.0\n717          60  20210325   60.0\n718          30  20210325   60.0\n719          60  20210325   60.0\n720         120  20210325   60.0\n721         208  20210325   60.0\n722         276  20210325   60.0\n723         240  20210325   60.0\n724         213  20210325   60.0\n725         276  20210325   60.0\n726         228  20210325   60.0\n727         232  20210325   60.0\n728         272  20210325   60.0\n729         228  20210325   60.0\n730         193  20210325   60.0\n731         197  20210325   60.0\n732         208  20210325   60.0\n733         180  20210325   60.0\n734         157  20210325   60.0\n735         147  20210325   60.0\n736         144  20210325   60.0\n737          89  20210325   60.0\n738          87  20210326   37.0\n739          87  20210326   37.0\n740          70  20210326   37.0\n741          60  20210326   37.0\n742          60  20210326   37.0\n743          60  20210326   37.0\n744         159  20210326   37.0\n745         198  20210326   37.0\n746         257  20210326   37.0\n747         236  20210326   37.0\n748         256  20210326   37.0\n749         228  20210326   37.0\n750         256  20210326   37.0\n751         235  20210326   37.0\n752         237  20210326   37.0\n753         247  20210326   37.0\n754         184  20210326   37.0\n755         187  20210326   37.0\n756         189  20210326   37.0\n757         172  20210326   37.0\n758         172  20210326   37.0\n759         157  20210326   37.0\n760         124  20210326   37.0\n761         106  20210326   37.0\n762          63  20210327   61.0\n763          75  20210327   61.0\n764         103  20210327   61.0\n765          38  20210327   61.0\n766          90  20210327   61.0\n767          59  20210327   61.0\n768         120  20210327   61.0\n769         196  20210327   61.0\n770         260  20210327   61.0\n771         232  20210327   61.0\n772         268  20210327   61.0\n773         252  20210327   61.0\n774         249  20210327   61.0\n775         300  20210327   61.0\n776         272  20210327   61.0\n777         220  20210327   61.0\n778         192  20210327   61.0\n779         208  20210327   61.0\n780         180  20210327   61.0\n781         189  20210327   61.0\n782         161  20210327   61.0\n783         128  20210327   61.0\n784         124  20210327   61.0\n785         150  20210327   61.0\n786          97  20210328   50.0\n787         180  20210328   50.0\n788          80  20210328   50.0\n789          68  20210328   50.0\n790          50  20210328   50.0\n791          60  20210328   50.0\n792          75  20210328   50.0\n793         111  20210328   50.0\n794         127  20210328   50.0\n795         128  20210328   50.0\n796         173  20210328   50.0\n797         144  20210328   50.0\n798         200  20210328   50.0\n799         128  20210328   50.0\n800         164  20210328   50.0\n801         196  20210328   50.0\n802         152  20210328   50.0\n803         129  20210328   50.0\n804         119  20210328   50.0\n805         121  20210328   50.0\n806         155  20210328   50.0\n807         127  20210328   50.0\n808         125  20210328   50.0\n809          80  20210328   50.0\n810          83  20210329   46.0\n811          70  20210329   46.0\n812          94  20210329   46.0\n813          70  20210329   46.0\n814          60  20210329   46.0\n815          75  20210329   46.0\n816          75  20210329   46.0\n817          81  20210329   46.0\n818         108  20210329   46.0\n819         105  20210329   46.0\n820         115  20210329   46.0\n821         114  20210329   46.0\n822         132  20210329   46.0\n823         125  20210329   46.0\n824         130  20210329   46.0\n825         151  20210329   46.0\n826         141  20210329   46.0\n827         124  20210329   46.0\n828         124  20210329   46.0\n829         132  20210329   46.0\n830         111  20210329   46.0\n831         136  20210329   46.0\n832         108  20210329   46.0\n833         100  20210329   46.0\n834          73  20210330   67.0\n835          70  20210330   67.0\n836          67  20210330   67.0\n837          60  20210330   67.0\n838          54  20210330   67.0\n839         120  20210330   67.0\n840         111  20210330   67.0\n841         220  20210330   67.0\n842         193  20210330   67.0\n843         200  20210330   67.0\n844         221  20210330   67.0\n845         192  20210330   67.0\n846         216  20210330   67.0\n847         228  20210330   67.0\n848         244  20210330   67.0\n849         180  20210330   67.0\n850         160  20210330   67.0\n851         167  20210330   67.0\n852         152  20210330   67.0\n853         175  20210330   67.0\n854         188  20210330   67.0\n855         131  20210330   67.0\n856         125  20210330   67.0\n857          91  20210330   67.0\n858          75  20210331   95.0\n859          82  20210331   95.0\n860          90  20210331   95.0\n861          51  20210331   95.0\n862          60  20210331   95.0\n863          75  20210331   95.0\n864         104  20210331   95.0\n865         159  20210331   95.0\n866         192  20210331   95.0\n867         192  20210331   95.0\n868         209  20210331   95.0\n869         172  20210331   95.0\n870         195  20210331   95.0\n871         196  20210331   95.0\n872         252  20210331   95.0\n873         217  20210331   95.0\n874         156  20210331   95.0\n875         145  20210331   95.0\n876         142  20210331   95.0\n877         154  20210331   95.0\n878         160  20210331   95.0\n879         136  20210331   95.0\n880         140  20210331   95.0\n881          88  20210331   95.0\n882          71  20210501   72.0\n883          49  20210501   72.0\n884          48  20210501   72.0\n885         120  20210501   72.0\n886          45  20210501   72.0\n887          40  20210501   72.0\n888          42  20210501   72.0\n889          96  20210501   72.0\n890         116  20210501   72.0\n891         136  20210501   72.0\n892         140  20210501   72.0\n893         135  20210501   72.0\n894         144  20210501   72.0\n895         164  20210501   72.0\n896         177  20210501   72.0\n897         165  20210501   72.0\n898         132  20210501   72.0\n899         132  20210501   72.0\n900         113  20210501   72.0\n901         133  20210501   72.0\n902         156  20210501   72.0\n903         155  20210501   72.0\n904         141  20210501   72.0\n905         108  20210501   72.0\n906          76  20210502   63.0\n907          54  20210502   63.0\n908          53  20210502   63.0\n909         100  20210502   63.0\n910          48  20210502   63.0\n911          52  20210502   63.0\n912          76  20210502   63.0\n913         131  20210502   63.0\n914         168  20210502   63.0\n915         232  20210502   63.0\n916         189  20210502   63.0\n917         188  20210502   63.0\n918         196  20210502   63.0\n919         248  20210502   63.0\n920         240  20210502   63.0\n921         180  20210502   63.0\n922         144  20210502   63.0\n923         156  20210502   63.0\n924         140  20210502   63.0\n925         148  20210502   63.0\n926         179  20210502   63.0\n927         232  20210502   63.0\n928         176  20210502   63.0\n929         121  20210502   63.0\n930          71  20210503   51.0\n931          40  20210503   51.0\n932          45  20210503   51.0\n933          62  20210503   51.0\n934          52  20210503   51.0\n935          52  20210503   51.0\n936         112  20210503   51.0\n937         120  20210503   51.0\n938         164  20210503   51.0\n939         264  20210503   51.0\n940         156  20210503   51.0\n941         160  20210503   51.0\n942         161  20210503   51.0\n943         159  20210503   51.0\n944         196  20210503   51.0\n945         163  20210503   51.0\n946         169  20210503   51.0\n947         121  20210503   51.0\n948         120  20210503   51.0\n949         186  20210503   51.0\n950         213  20210503   51.0\n951         291  20210503   51.0\n952         173  20210503   51.0\n953         156  20210503   51.0\n954          93  20210504   47.0\n955          64  20210504   47.0\n956          45  20210504   47.0\n957          59  20210504   47.0\n958          36  20210504   47.0\n959          75  20210504   47.0\n960         140  20210504   47.0\n961         272  20210504   47.0\n962         364  20210504   47.0\n963         332  20210504   47.0\n964         348  20210504   47.0\n965         343  20210504   47.0\n966         440  20210504   47.0\n967         408  20210504   47.0\n968         456  20210504   47.0\n969         431  20210504   47.0\n970         252  20210504   47.0\n971         260  20210504   47.0\n972         216  20210504   47.0\n973         197  20210504   47.0\n974         260  20210504   47.0\n975         284  20210504   47.0\n976         185  20210504   47.0\n977         116  20210504   47.0\n978          97  20210505   40.0\n979          40  20210505   40.0\n980          52  20210505   40.0\n981          48  20210505   40.0\n982          40  20210505   40.0\n983          56  20210505   40.0\n984         152  20210505   40.0\n985         264  20210505   40.0\n986         320  20210505   40.0\n987         408  20210505   40.0\n988         465  20210505   40.0\n989         376  20210505   40.0\n990         365  20210505   40.0\n991         351  20210505   40.0\n992         448  20210505   40.0\n993         356  20210505   40.0\n994         249  20210505   40.0\n995         297  20210505   40.0\n996         268  20210505   40.0\n997         197  20210505   40.0\n998         268  20210505   40.0\n999         328  20210505   40.0\n1000        204  20210505   40.0\n1001        152  20210505   40.0\n1002        105  20210506   35.0\n1003         68  20210506   35.0\n1004         80  20210506   35.0\n1005         44  20210506   35.0\n1006        120  20210506   35.0\n1007         65  20210506   35.0\n1008        132  20210506   35.0\n1009        259  20210506   35.0\n1010        300  20210506   35.0\n1011        352  20210506   35.0\n1012        373  20210506   35.0\n1013        392  20210506   35.0\n1014        344  20210506   35.0\n1015        388  20210506   35.0\n1016        379  20210506   35.0\n1017        394  20210506   35.0\n1018        272  20210506   35.0\n1019        221  20210506   35.0\n1020        240  20210506   35.0\n1021        276  20210506   35.0\n1022        352  20210506   35.0\n1023        296  20210506   35.0\n1024        296  20210506   35.0\n1025        192  20210506   35.0\n1026         75  20210507   41.0\n1027         68  20210507   41.0\n1028         56  20210507   41.0\n1029         54  20210507   41.0\n1030         30  20210507   41.0\n1031         72  20210507   41.0\n1032        148  20210507   41.0\n1033        312  20210507   41.0\n1034        316  20210507   41.0\n1035        400  20210507   41.0\n1036        425  20210507   41.0\n1037        392  20210507   41.0\n1038        384  20210507   41.0\n1039        395  20210507   41.0\n1040        453  20210507   41.0\n1041        367  20210507   41.0\n1042        267  20210507   41.0\n1043        243  20210507   41.0\n1044        244  20210507   41.0\n1045        212  20210507   41.0\n1046        307  20210507   41.0\n1047        280  20210507   41.0\n1048        215  20210507   41.0\n1049        147  20210507   41.0\n1050         92  20210508   44.0\n1051         72  20210508   44.0\n1052         49  20210508   44.0\n1053         96  20210508   44.0\n1054         32  20210508   44.0\n1055         86  20210508   44.0\n1056        140  20210508   44.0\n1057        232  20210508   44.0\n1058        297  20210508   44.0\n1059        352  20210508   44.0\n1060        416  20210508   44.0\n1061        384  20210508   44.0\n1062        444  20210508   44.0\n1063        383  20210508   44.0\n1064        444  20210508   44.0\n1065        373  20210508   44.0\n1066        284  20210508   44.0\n1067        244  20210508   44.0\n1068        223  20210508   44.0\n1069        200  20210508   44.0\n1070        329  20210508   44.0\n1071        392  20210508   44.0\n1072        272  20210508   44.0\n1073        150  20210508   44.0\n1074         96  20210509   53.0\n1075         52  20210509   53.0\n1076         64  20210509   53.0\n1077         54  20210509   53.0\n1078         51  20210509   53.0\n1079         60  20210509   53.0\n1080         78  20210509   53.0\n1081        172  20210509   53.0\n1082        213  20210509   53.0\n1083        284  20210509   53.0\n1084        236  20210509   53.0\n1085        212  20210509   53.0\n1086        216  20210509   53.0\n1087        233  20210509   53.0\n1088        264  20210509   53.0\n1089        252  20210509   53.0\n1090        164  20210509   53.0\n1091        168  20210509   53.0\n1092        155  20210509   53.0\n1093        196  20210509   53.0\n1094        259  20210509   53.0\n1095        367  20210509   53.0\n1096        264  20210509   53.0\n1097        156  20210509   53.0\n1098         96  20210510   64.0\n1099         52  20210510   64.0\n1100         69  20210510   64.0\n1101         40  20210510   64.0\n1102         56  20210510   64.0\n1103         44  20210510   64.0\n1104         64  20210510   64.0\n1105         84  20210510   64.0\n1106        179  20210510   64.0\n1107        273  20210510   64.0\n1108        172  20210510   64.0\n1109        161  20210510   64.0\n1110        228  20210510   64.0\n1111        244  20210510   64.0\n1112        200  20210510   64.0\n1113        173  20210510   64.0\n1114        176  20210510   64.0\n1115        139  20210510   64.0\n1116        156  20210510   64.0\n1117        172  20210510   64.0\n1118        257  20210510   64.0\n1119        396  20210510   64.0\n1120        232  20210510   64.0\n1121        140  20210510   64.0\n1122         80  20210511   67.0\n1123         65  20210511   67.0\n1124         56  20210511   67.0\n1125         40  20210511   67.0\n1126         49  20210511   67.0\n1127         60  20210511   67.0\n1128        133  20210511   67.0\n1129        308  20210511   67.0\n1130        401  20210511   67.0\n1131        480  20210511   67.0\n1132        421  20210511   67.0\n1133        420  20210511   67.0\n1134        420  20210511   67.0\n1135        408  20210511   67.0\n1136        431  20210511   67.0\n1137        340  20210511   67.0\n1138        300  20210511   67.0\n1139        312  20210511   67.0\n1140        248  20210511   67.0\n1141        340  20210511   67.0\n1142        240  20210511   67.0\n1143        296  20210511   67.0\n1144        240  20210511   67.0\n1145        120  20210511   67.0\n1146        120  20210512   85.0\n1147         64  20210512   85.0\n1148         72  20210512   85.0\n1149         32  20210512   85.0\n1150         44  20210512   85.0\n1151        111  20210512   85.0\n1152        153  20210512   85.0\n1153        247  20210512   85.0\n1154        380  20210512   85.0\n1155        469  20210512   85.0\n1156        408  20210512   85.0\n1157        428  20210512   85.0\n1158        409  20210512   85.0\n1159        396  20210512   85.0\n1160        428  20210512   85.0\n1161        400  20210512   85.0\n1162        296  20210512   85.0\n1163        284  20210512   85.0\n1164        296  20210512   85.0\n1165        248  20210512   85.0\n1166        245  20210512   85.0\n1167        248  20210512   85.0\n1168        192  20210512   85.0\n1169        160  20210512   85.0\n1170         80  20210513   70.0\n1171         51  20210513   70.0\n1172         52  20210513   70.0\n1173         44  20210513   70.0\n1174         60  20210513   70.0\n1175         60  20210513   70.0\n1176        156  20210513   70.0\n1177        300  20210513   70.0\n1178        369  20210513   70.0\n1179        431  20210513   70.0\n1180        405  20210513   70.0\n1181        448  20210513   70.0\n1182        428  20210513   70.0\n1183        428  20210513   70.0\n1184        396  20210513   70.0\n1185        336  20210513   70.0\n1186        284  20210513   70.0\n1187        272  20210513   70.0\n1188        264  20210513   70.0\n1189        288  20210513   70.0\n1190        309  20210513   70.0\n1191        348  20210513   70.0\n1192        273  20210513   70.0\n1193        136  20210513   70.0\n1194         96  20210514   72.0\n1195         60  20210514   72.0\n1196         36  20210514   72.0\n1197         60  20210514   72.0\n1198         51  20210514   72.0\n1199         65  20210514   72.0\n1200        105  20210514   72.0\n1201        276  20210514   72.0\n1202        340  20210514   72.0\n1203        412  20210514   72.0\n1204        424  20210514   72.0\n1205        459  20210514   72.0\n1206        428  20210514   72.0\n1207        401  20210514   72.0\n1208        504  20210514   72.0\n1209        403  20210514   72.0\n1210        307  20210514   72.0\n1211        288  20210514   72.0\n1212        301  20210514   72.0\n1213        296  20210514   72.0\n1214        263  20210514   72.0\n1215        252  20210514   72.0\n1216        183  20210514   72.0\n1217        144  20210514   72.0\n1218         89  20210515   77.0\n1219         80  20210515   77.0\n1220         52  20210515   77.0\n1221         80  20210515   77.0\n1222         36  20210515   77.0\n1223         36  20210515   77.0\n1224         92  20210515   77.0\n1225        140  20210515   77.0\n1226        212  20210515   77.0\n1227        280  20210515   77.0\n1228        232  20210515   77.0\n1229        228  20210515   77.0\n1230        224  20210515   77.0\n1231        281  20210515   77.0\n1232        272  20210515   77.0\n1233        239  20210515   77.0\n1234        217  20210515   77.0\n1235        179  20210515   77.0\n1236        191  20210515   77.0\n1237        164  20210515   77.0\n1238        240  20210515   77.0\n1239        216  20210515   77.0\n1240        176  20210515   77.0\n1241        164  20210515   77.0\n1242        125  20210516   67.0\n1243         57  20210516   67.0\n1244         76  20210516   67.0\n1245         44  20210516   67.0\n1246         64  20210516   67.0\n1247         52  20210516   67.0\n1248         76  20210516   67.0\n1249        112  20210516   67.0\n1250        172  20210516   67.0\n1251        288  20210516   67.0\n1252        236  20210516   67.0\n1253        236  20210516   67.0\n1254        248  20210516   67.0\n1255        280  20210516   67.0\n1256        268  20210516   67.0\n1257        252  20210516   67.0\n1258        193  20210516   67.0\n1259        172  20210516   67.0\n1260        212  20210516   67.0\n1261        201  20210516   67.0\n1262        312  20210516   67.0\n1263        444  20210516   67.0\n1264        284  20210516   67.0\n1265        148  20210516   67.0\n1266        112  20210517   50.0\n1267         63  20210517   50.0\n1268         52  20210517   50.0\n1269         48  20210517   50.0\n1270         67  20210517   50.0\n1271         69  20210517   50.0\n1272         60  20210517   50.0\n1273        106  20210517   50.0\n1274        148  20210517   50.0\n1275        329  20210517   50.0\n1276        221  20210517   50.0\n1277        200  20210517   50.0\n1278        192  20210517   50.0\n1279        200  20210517   50.0\n1280        232  20210517   50.0\n1281        171  20210517   50.0\n1282        161  20210517   50.0\n1283        152  20210517   50.0\n1284        164  20210517   50.0\n1285        168  20210517   50.0\n1286        316  20210517   50.0\n1287        408  20210517   50.0\n1288        228  20210517   50.0\n1289        192  20210517   50.0\n1290         80  20210518   42.0\n1291         68  20210518   42.0\n1292         68  20210518   42.0\n1293         51  20210518   42.0\n1294         51  20210518   42.0\n1295         61  20210518   42.0\n1296        180  20210518   42.0\n1297        256  20210518   42.0\n1298        429  20210518   42.0\n1299        420  20210518   42.0\n1300        459  20210518   42.0\n1301        437  20210518   42.0\n1302        452  20210518   42.0\n1303        453  20210518   42.0\n1304        472  20210518   42.0\n1305        440  20210518   42.0\n1306        320  20210518   42.0\n1307        336  20210518   42.0\n1308        360  20210518   42.0\n1309        312  20210518   42.0\n1310        326  20210518   42.0\n1311        333  20210518   42.0\n1312        275  20210518   42.0\n1313        133  20210518   42.0\n1314        104  20210519   38.0\n1315         76  20210519   38.0\n1316         60  20210519   38.0\n1317         52  20210519   38.0\n1318         55  20210519   38.0\n1319         51  20210519   38.0\n1320        164  20210519   38.0\n1321        300  20210519   38.0\n1322        412  20210519   38.0\n1323        464  20210519   38.0\n1324        455  20210519   38.0\n1325        420  20210519   38.0\n1326        485  20210519   38.0\n1327        471  20210519   38.0\n1328        500  20210519   38.0\n1329        432  20210519   38.0\n1330        376  20210519   38.0\n1331        296  20210519   38.0\n1332        305  20210519   38.0\n1333        312  20210519   38.0\n1334        285  20210519   38.0\n1335        368  20210519   38.0\n1336        260  20210519   38.0\n1337        181  20210519   38.0\n1338        104  20210520   34.0\n1339         52  20210520   34.0\n1340         45  20210520   34.0\n1341         60  20210520   34.0\n1342         60  20210520   34.0\n1343         72  20210520   34.0\n1344        159  20210520   34.0\n1345        304  20210520   34.0\n1346        424  20210520   34.0\n1347        507  20210520   34.0\n1348        489  20210520   34.0\n1349        497  20210520   34.0\n1350        496  20210520   34.0\n1351        510  20210520   34.0\n1352        552  20210520   34.0\n1353        391  20210520   34.0\n1354        359  20210520   34.0\n1355        340  20210520   34.0\n1356        348  20210520   34.0\n1357        272  20210520   34.0\n1358        268  20210520   34.0\n1359        348  20210520   34.0\n1360        292  20210520   34.0\n1361        192  20210520   34.0\n1362         93  20210521   33.0\n1363         81  20210521   33.0\n1364         52  20210521   33.0\n1365         55  20210521   33.0\n1366         40  20210521   33.0\n1367         80  20210521   33.0\n1368        152  20210521   33.0\n1369        308  20210521   33.0\n1370        456  20210521   33.0\n1371        463  20210521   33.0\n1372        508  20210521   33.0\n1373        448  20210521   33.0\n1374        461  20210521   33.0\n1375        504  20210521   33.0\n1376        541  20210521   33.0\n1377        420  20210521   33.0\n1378        368  20210521   33.0\n1379        344  20210521   33.0\n1380        308  20210521   33.0\n1381        345  20210521   33.0\n1382        336  20210521   33.0\n1383        365  20210521   33.0\n1384        300  20210521   33.0\n1385        220  20210521   33.0\n1386        128  20210522   39.0\n1387         71  20210522   39.0\n1388         48  20210522   39.0\n1389         56  20210522   39.0\n1390         64  20210522   39.0\n1391         61  20210522   39.0\n1392        169  20210522   39.0\n1393        344  20210522   39.0\n1394        376  20210522   39.0\n1395        437  20210522   39.0\n1396        485  20210522   39.0\n1397        477  20210522   39.0\n1398        495  20210522   39.0\n1399        471  20210522   39.0\n1400        540  20210522   39.0\n1401        413  20210522   39.0\n1402        364  20210522   39.0\n1403        392  20210522   39.0\n1404        340  20210522   39.0\n1405        315  20210522   39.0\n1406        320  20210522   39.0\n1407        412  20210522   39.0\n1408        329  20210522   39.0\n1409        219  20210522   39.0\n1410        117  20210523   39.0\n1411         75  20210523   39.0\n1412         59  20210523   39.0\n1413         65  20210523   39.0\n1414         55  20210523   39.0\n1415         28  20210523   39.0\n1416        120  20210523   39.0\n1417        140  20210523   39.0\n1418        228  20210523   39.0\n1419        345  20210523   39.0\n1420        319  20210523   39.0\n1421        401  20210523   39.0\n1422        488  20210523   39.0\n1423        320  20210523   39.0\n1424        292  20210523   39.0\n1425        296  20210523   39.0\n1426        228  20210523   39.0\n1427        217  20210523   39.0\n1428        195  20210523   39.0\n1429        232  20210523   39.0\n1430        248  20210523   39.0\n1431        384  20210523   39.0\n1432        276  20210523   39.0\n1433        260  20210523   39.0\n1434        164  20210524   46.0\n1435         88  20210524   46.0\n1436         55  20210524   46.0\n1437         65  20210524   46.0\n1438         45  20210524   46.0\n1439         90  20210524   46.0\n1440         60  20210524   46.0\n1441        109  20210524   46.0\n1442        224  20210524   46.0\n1443        305  20210524   46.0\n1444        225  20210524   46.0\n1445        228  20210524   46.0\n1446        212  20210524   46.0\n1447        248  20210524   46.0\n1448        232  20210524   46.0\n1449        187  20210524   46.0\n1450        184  20210524   46.0\n1451        159  20210524   46.0\n1452        176  20210524   46.0\n1453        189  20210524   46.0\n1454        292  20210524   46.0\n1455        325  20210524   46.0\n1456        308  20210524   46.0\n1457        219  20210524   46.0\n1458        100  20210525   54.0\n1459        109  20210525   54.0\n1460         60  20210525   54.0\n1461         40  20210525   54.0\n1462         36  20210525   54.0\n1463         80  20210525   54.0\n1464        192  20210525   54.0\n1465        396  20210525   54.0\n1466        472  20210525   54.0\n1467        616  20210525   54.0\n1468        612  20210525   54.0\n1469        576  20210525   54.0\n1470        583  20210525   54.0\n1471        664  20210525   54.0\n1472        531  20210525   54.0\n1473        495  20210525   54.0\n1474        452  20210525   54.0\n1475        468  20210525   54.0\n1476        464  20210525   54.0\n1477        448  20210525   54.0\n1478        424  20210525   54.0\n1479        460  20210525   54.0\n1480        348  20210525   54.0\n1481        284  20210525   54.0\n1482        172  20210526   60.0\n1483        129  20210526   60.0\n1484         89  20210526   60.0\n1485        100  20210526   60.0\n1486         60  20210526   60.0\n1487         68  20210526   60.0\n1488        213  20210526   60.0\n1489        340  20210526   60.0\n1490        440  20210526   60.0\n1491        545  20210526   60.0\n1492        524  20210526   60.0\n1493        555  20210526   60.0\n1494        617  20210526   60.0\n1495        576  20210526   60.0\n1496        588  20210526   60.0\n1497        544  20210526   60.0\n1498        412  20210526   60.0\n1499        441  20210526   60.0\n1500        488  20210526   60.0\n1501        512  20210526   60.0\n1502        480  20210526   60.0\n1503        449  20210526   60.0\n1504        356  20210526   60.0\n1505        252  20210526   60.0\n1506        172  20210527   44.0\n1507        109  20210527   44.0\n1508        136  20210527   44.0\n1509         73  20210527   44.0\n1510         48  20210527   44.0\n1511         80  20210527   44.0\n1512        168  20210527   44.0\n1513        380  20210527   44.0\n1514        451  20210527   44.0\n1515        572  20210527   44.0\n1516        555  20210527   44.0\n1517        716  20210527   44.0\n1518        608  20210527   44.0\n1519        633  20210527   44.0\n1520        612  20210527   44.0\n1521        479  20210527   44.0\n1522        449  20210527   44.0\n1523        480  20210527   44.0\n1524        485  20210527   44.0\n1525        464  20210527   44.0\n1526        456  20210527   44.0\n1527        412  20210527   44.0\n1528        339  20210527   44.0\n1529        323  20210527   44.0\n1530        204  20210528   37.0\n1531        124  20210528   37.0\n1532        124  20210528   37.0\n1533         83  20210528   37.0\n1534         79  20210528   37.0\n1535         70  20210528   37.0\n1536        120  20210528   37.0\n1537        359  20210528   37.0\n1538        440  20210528   37.0\n1539        544  20210528   37.0\n1540        524  20210528   37.0\n1541        608  20210528   37.0\n1542        552  20210528   37.0\n1543        559  20210528   37.0\n1544        644  20210528   37.0\n1545        564  20210528   37.0\n1546        424  20210528   37.0\n1547        454  20210528   37.0\n1548        481  20210528   37.0\n1549        479  20210528   37.0\n1550        477  20210528   37.0\n1551        452  20210528   37.0\n1552        348  20210528   37.0\n1553        332  20210528   37.0\n1554        204  20210529   35.0\n1555        175  20210529   35.0\n1556        172  20210529   35.0\n1557        111  20210529   35.0\n1558         55  20210529   35.0\n1559         71  20210529   35.0\n1560        168  20210529   35.0\n1561        372  20210529   35.0\n1562        467  20210529   35.0\n1563        561  20210529   35.0\n1564        655  20210529   35.0\n1565        628  20210529   35.0\n1566        604  20210529   35.0\n1567        568  20210529   35.0\n1568        685  20210529   35.0\n1569        549  20210529   35.0\n1570        444  20210529   35.0\n1571        468  20210529   35.0\n1572        480  20210529   35.0\n1573        517  20210529   35.0\n1574        442  20210529   35.0\n1575        496  20210529   35.0\n1576        416  20210529   35.0\n1577        319  20210529   35.0\n1578        253  20210530   34.0\n1579        184  20210530   34.0\n1580        164  20210530   34.0\n1581        149  20210530   34.0\n1582        100  20210530   34.0\n1583        108  20210530   34.0\n1584         85  20210530   34.0\n1585        152  20210530   34.0\n1586        180  20210530   34.0\n1587        284  20210530   34.0\n1588        319  20210530   34.0\n1589        415  20210530   34.0\n1590        499  20210530   34.0\n1591        516  20210530   34.0\n1592        500  20210530   34.0\n1593        428  20210530   34.0\n1594        384  20210530   34.0\n1595        384  20210530   34.0\n1596        400  20210530   34.0\n1597        484  20210530   34.0\n1598        580  20210530   34.0\n1599        624  20210530   34.0\n1600        528  20210530   34.0\n1601        416  20210530   34.0\n1602        293  20210531   46.0\n1603        215  20210531   46.0\n1604        169  20210531   46.0\n1605        211  20210531   46.0\n1606        148  20210531   46.0\n1607        116  20210531   46.0\n1608        152  20210531   46.0\n1609        140  20210531   46.0\n1610        139  20210531   46.0\n1611        243  20210531   46.0\n1612        232  20210531   46.0\n1613        321  20210531   46.0\n1614        412  20210531   46.0\n1615        488  20210531   46.0\n1616        383  20210531   46.0\n1617        373  20210531   46.0\n1618        321  20210531   46.0\n1619        413  20210531   46.0\n1620        481  20210531   46.0\n1621        484  20210531   46.0\n1622        429  20210531   46.0\n1623        392  20210531   46.0\n1624        341  20210531   46.0\n1625        252  20210531   46.0\n1626        164  20210601   55.0\n1627        156  20210601   55.0\n1628        101  20210601   55.0\n1629         73  20210601   55.0\n1630         51  20210601   55.0\n1631         96  20210601   55.0\n1632        195  20210601   55.0\n1633        328  20210601   55.0\n1634        504  20210601   55.0\n1635        608  20210601   55.0\n1636        616  20210601   55.0\n1637        630  20210601   55.0\n1638        600  20210601   55.0\n1639        609  20210601   55.0\n1640        640  20210601   55.0\n1641        519  20210601   55.0\n1642        487  20210601   55.0\n1643        496  20210601   55.0\n1644        496  20210601   55.0\n1645        508  20210601   55.0\n1646        568  20210601   55.0\n1647        448  20210601   55.0\n1648        447  20210601   55.0\n1649        277  20210601   55.0\n1650        184  20210602   44.0\n1651        152  20210602   44.0\n1652        116  20210602   44.0\n1653         92  20210602   44.0\n1654         51  20210602   44.0\n1655         75  20210602   44.0\n1656        165  20210602   44.0\n1657        329  20210602   44.0\n1658        485  20210602   44.0\n1659        624  20210602   44.0\n1660        613  20210602   44.0\n1661        603  20210602   44.0\n1662        640  20210602   44.0\n1663        641  20210602   44.0\n1664        644  20210602   44.0\n1665        576  20210602   44.0\n1666        472  20210602   44.0\n1667        511  20210602   44.0\n1668        568  20210602   44.0\n1669        588  20210602   44.0\n1670        561  20210602   44.0\n1671        472  20210602   44.0\n1672        436  20210602   44.0\n1673        320  20210602   44.0\n1674        216  20210603   45.0\n1675        159  20210603   45.0\n1676        124  20210603   45.0\n1677        108  20210603   45.0\n1678         52  20210603   45.0\n1679         87  20210603   45.0\n1680        188  20210603   45.0\n1681        348  20210603   45.0\n1682        490  20210603   45.0\n1683        616  20210603   45.0\n1684        584  20210603   45.0\n1685        652  20210603   45.0\n1686        651  20210603   45.0\n1687        645  20210603   45.0\n1688        659  20210603   45.0\n1689        596  20210603   45.0\n1690        536  20210603   45.0\n1691        612  20210603   45.0\n1692        572  20210603   45.0\n1693        532  20210603   45.0\n1694        524  20210603   45.0\n1695        524  20210603   45.0\n1696        432  20210603   45.0\n1697        324  20210603   45.0\n1698        276  20210604   53.0\n1699        156  20210604   53.0\n1700        165  20210604   53.0\n1701         92  20210604   53.0\n1702         60  20210604   53.0\n1703         96  20210604   53.0\n1704        200  20210604   53.0\n1705        420  20210604   53.0\n1706        467  20210604   53.0\n1707        600  20210604   53.0\n1708        604  20210604   53.0\n1709        592  20210604   53.0\n1710        641  20210604   53.0\n1711        713  20210604   53.0\n1712        668  20210604   53.0\n1713        507  20210604   53.0\n1714        500  20210604   53.0\n1715        512  20210604   53.0\n1716        589  20210604   53.0\n1717        544  20210604   53.0\n1718        532  20210604   53.0\n1719        568  20210604   53.0\n1720        448  20210604   53.0\n1721        332  20210604   53.0\n1722        287  20210605   42.0\n1723        216  20210605   42.0\n1724        192  20210605   42.0\n1725        140  20210605   42.0\n1726         88  20210605   42.0\n1727         89  20210605   42.0\n1728        196  20210605   42.0\n1729        388  20210605   42.0\n1730        465  20210605   42.0\n1731        560  20210605   42.0\n1732        660  20210605   42.0\n1733        707  20210605   42.0\n1734        716  20210605   42.0\n1735        672  20210605   42.0\n1736        736  20210605   42.0\n1737        643  20210605   42.0\n1738        565  20210605   42.0\n1739        556  20210605   42.0\n1740        592  20210605   42.0\n1741        568  20210605   42.0\n1742        584  20210605   42.0\n1743        620  20210605   42.0\n1744        581  20210605   42.0\n1745        464  20210605   42.0\n1746        400  20210606   41.0\n1747        272  20210606   41.0\n1748        268  20210606   41.0\n1749        268  20210606   41.0\n1750        192  20210606   41.0\n1751        145  20210606   41.0\n1752        125  20210606   41.0\n1753        172  20210606   41.0\n1754        203  20210606   41.0\n1755        348  20210606   41.0\n1756        341  20210606   41.0\n1757        416  20210606   41.0\n1758        520  20210606   41.0\n1759        552  20210606   41.0\n1760        557  20210606   41.0\n1761        464  20210606   41.0\n1762        416  20210606   41.0\n1763        413  20210606   41.0\n1764        544  20210606   41.0\n1765        603  20210606   41.0\n1766        628  20210606   41.0\n1767        640  20210606   41.0\n1768        572  20210606   41.0\n1769        464  20210606   41.0\n1770        500  20210607   49.0\n1771        356  20210607   49.0\n1772        336  20210607   49.0\n1773        316  20210607   49.0\n1774        188  20210607   49.0\n1775        116  20210607   49.0\n1776        104  20210607   49.0\n1777        136  20210607   49.0\n1778        155  20210607   49.0\n1779        291  20210607   49.0\n1780        256  20210607   49.0\n1781        355  20210607   49.0\n1782        380  20210607   49.0\n1783        495  20210607   49.0\n1784        475  20210607   49.0\n1785        433  20210607   49.0\n1786        379  20210607   49.0\n1787        416  20210607   49.0\n1788        516  20210607   49.0\n1789        532  20210607   49.0\n1790        536  20210607   49.0\n1791        488  20210607   49.0\n1792        432  20210607   49.0\n1793        304  20210607   49.0\n1794        261  20210608   44.0\n1795        216  20210608   44.0\n1796        112  20210608   44.0\n1797         93  20210608   44.0\n1798         68  20210608   44.0\n1799         76  20210608   44.0\n1800        184  20210608   44.0\n1801        416  20210608   44.0\n1802        572  20210608   44.0\n1803        608  20210608   44.0\n1804        653  20210608   44.0\n1805        744  20210608   44.0\n1806        668  20210608   44.0\n1807        728  20210608   44.0\n1808        675  20210608   44.0\n1809        599  20210608   44.0\n1810        561  20210608   44.0\n1811        574  20210608   44.0\n1812        548  20210608   44.0\n1813        520  20210608   44.0\n1814        545  20210608   44.0\n1815        488  20210608   44.0\n1816        401  20210608   44.0\n1817        316  20210608   44.0\n1818        231  20210609   42.0\n1819        156  20210609   42.0\n1820        100  20210609   42.0\n1821         67  20210609   42.0\n1822         67  20210609   42.0\n1823         82  20210609   42.0\n1824        204  20210609   42.0\n1825        428  20210609   42.0\n1826        549  20210609   42.0\n1827        664  20210609   42.0\n1828        624  20210609   42.0\n1829        690  20210609   42.0\n1830        668  20210609   42.0\n1831        684  20210609   42.0\n1832        744  20210609   42.0\n1833        687  20210609   42.0\n1834        560  20210609   42.0\n1835        629  20210609   42.0\n1836        620  20210609   42.0\n1837        597  20210609   42.0\n1838        693  20210609   42.0\n1839        565  20210609   42.0\n1840        456  20210609   42.0\n1841        396  20210609   42.0\n1842        345  20210610   39.0\n1843        188  20210610   39.0\n1844        156  20210610   39.0\n1845         95  20210610   39.0\n1846         56  20210610   39.0\n1847         92  20210610   39.0\n1848        163  20210610   39.0\n1849        412  20210610   39.0\n1850        640  20210610   39.0\n1851        641  20210610   39.0\n1852        657  20210610   39.0\n1853        707  20210610   39.0\n1854        752  20210610   39.0\n1855        668  20210610   39.0\n1856        612  20210610   39.0\n1857        613  20210610   39.0\n1858        587  20210610   39.0\n1859        583  20210610   39.0\n1860        600  20210610   39.0\n1861        613  20210610   39.0\n1862        612  20210610   39.0\n1863        564  20210610   39.0\n1864        456  20210610   39.0\n1865        348  20210610   39.0\n1866        337  20210611   44.0\n1867        216  20210611   44.0\n1868        212  20210611   44.0\n1869        116  20210611   44.0\n1870         97  20210611   44.0\n1871         92  20210611   44.0\n1872        216  20210611   44.0\n1873        388  20210611   44.0\n1874        625  20210611   44.0\n1875        767  20210611   44.0\n1876        724  20210611   44.0\n1877        788  20210611   44.0\n1878        739  20210611   44.0\n1879        757  20210611   44.0\n1880        752  20210611   44.0\n1881        721  20210611   44.0\n1882        600  20210611   44.0\n1883        596  20210611   44.0\n1884        592  20210611   44.0\n1885        640  20210611   44.0\n1886        677  20210611   44.0\n1887        608  20210611   44.0\n1888        524  20210611   44.0\n1889        428  20210611   44.0\n1890        360  20210612   51.0\n1891        292  20210612   51.0\n1892        188  20210612   51.0\n1893        184  20210612   51.0\n1894        104  20210612   51.0\n1895        100  20210612   51.0\n1896        193  20210612   51.0\n1897        400  20210612   51.0\n1898        536  20210612   51.0\n1899        671  20210612   51.0\n1900        713  20210612   51.0\n1901        644  20210612   51.0\n1902        712  20210612   51.0\n1903        700  20210612   51.0\n1904        757  20210612   51.0\n1905        696  20210612   51.0\n1906        564  20210612   51.0\n1907        600  20210612   51.0\n1908        588  20210612   51.0\n1909        669  20210612   51.0\n1910        653  20210612   51.0\n1911        624  20210612   51.0\n1912        572  20210612   51.0\n1913        488  20210612   51.0\n1914        401  20210613   55.0\n1915        308  20210613   55.0\n1916        268  20210613   55.0\n1917        252  20210613   55.0\n1918        272  20210613   55.0\n1919        152  20210613   55.0\n1920        133  20210613   55.0\n1921        188  20210613   55.0\n1922        248  20210613   55.0\n1923        324  20210613   55.0\n1924        416  20210613   55.0\n1925        459  20210613   55.0\n1926        572  20210613   55.0\n1927        672  20210613   55.0\n1928        680  20210613   55.0\n1929        607  20210613   55.0\n1930        524  20210613   55.0\n1931        516  20210613   55.0\n1932        617  20210613   55.0\n1933        693  20210613   55.0\n1934        716  20210613   55.0\n1935        752  20210613   55.0\n1936        699  20210613   55.0\n1937        692  20210613   55.0\n1938        512  20210614   42.0\n1939        496  20210614   42.0\n1940        364  20210614   42.0\n1941        324  20210614   42.0\n1942        313  20210614   42.0\n1943        179  20210614   42.0\n1944        140  20210614   42.0\n1945        160  20210614   42.0\n1946        149  20210614   42.0\n1947        240  20210614   42.0\n1948        280  20210614   42.0\n1949        420  20210614   42.0\n1950        484  20210614   42.0\n1951        584  20210614   42.0\n1952        544  20210614   42.0\n1953        568  20210614   42.0\n1954        496  20210614   42.0\n1955        589  20210614   42.0\n1956        531  20210614   42.0\n1957        620  20210614   42.0\n1958        576  20210614   42.0\n1959        589  20210614   42.0\n1960        620  20210614   42.0\n1961        432  20210614   42.0\n1962        348  20210615   41.0\n1963        272  20210615   41.0\n1964        172  20210615   41.0\n1965        113  20210615   41.0\n1966         64  20210615   41.0\n1967         72  20210615   41.0\n1968        189  20210615   41.0\n1969        431  20210615   41.0\n1970        754  20210615   41.0\n1971        712  20210615   41.0\n1972        724  20210615   41.0\n1973        752  20210615   41.0\n1974        752  20210615   41.0\n1975        709  20210615   41.0\n1976        760  20210615   41.0\n1977        732  20210615   41.0\n1978        543  20210615   41.0\n1979        672  20210615   41.0\n1980        596  20210615   41.0\n1981        688  20210615   41.0\n1982        603  20210615   41.0\n1983        568  20210615   41.0\n1984        516  20210615   41.0\n1985        344  20210615   41.0\n1986        264  20210616   42.0\n1987        196  20210616   42.0\n1988        149  20210616   42.0\n1989        139  20210616   42.0\n1990         64  20210616   42.0\n1991         96  20210616   42.0\n1992        212  20210616   42.0\n1993        444  20210616   42.0\n1994        637  20210616   42.0\n1995        648  20210616   42.0\n1996        816  20210616   42.0\n1997        732  20210616   42.0\n1998        736  20210616   42.0\n1999        744  20210616   42.0\n2000        727  20210616   42.0\n2001        704  20210616   42.0\n2002        572  20210616   42.0\n2003        679  20210616   42.0\n2004        720  20210616   42.0\n2005        673  20210616   42.0\n2006        684  20210616   42.0\n2007        612  20210616   42.0\n2008        444  20210616   42.0\n2009        416  20210616   42.0\n2010        300  20210617   38.0\n2011        180  20210617   38.0\n2012        141  20210617   38.0\n2013        140  20210617   38.0\n2014         72  20210617   38.0\n2015         76  20210617   38.0\n2016        244  20210617   38.0\n2017        427  20210617   38.0\n2018        732  20210617   38.0\n2019        764  20210617   38.0\n2020        752  20210617   38.0\n2021        792  20210617   38.0\n2022        735  20210617   38.0\n2023        784  20210617   38.0\n2024        761  20210617   38.0\n2025        611  20210617   38.0\n2026        540  20210617   38.0\n2027        603  20210617   38.0\n2028        629  20210617   38.0\n2029        721  20210617   38.0\n2030        712  20210617   38.0\n2031        596  20210617   38.0\n2032        516  20210617   38.0\n2033        428  20210617   38.0\n2034        332  20210618   38.0\n2035        296  20210618   38.0\n2036        208  20210618   38.0\n2037        151  20210618   38.0\n2038         88  20210618   38.0\n2039         80  20210618   38.0\n2040        164  20210618   38.0\n2041        369  20210618   38.0\n2042        592  20210618   38.0\n2043        749  20210618   38.0\n2044        787  20210618   38.0\n2045        796  20210618   38.0\n2046        720  20210618   38.0\n2047        700  20210618   38.0\n2048        836  20210618   38.0\n2049        704  20210618   38.0\n2050        671  20210618   38.0\n2051        616  20210618   38.0\n2052        680  20210618   38.0\n2053        688  20210618   38.0\n2054        690  20210618   38.0\n2055        644  20210618   38.0\n2056        581  20210618   38.0\n2057        459  20210618   38.0\n2058        441  20210619   42.0\n2059        316  20210619   42.0\n2060        264  20210619   42.0\n2061        216  20210619   42.0\n2062        135  20210619   42.0\n2063        156  20210619   42.0\n2064        202  20210619   42.0\n2065        500  20210619   42.0\n2066        613  20210619   42.0\n2067        732  20210619   42.0\n2068        717  20210619   42.0\n2069        803  20210619   42.0\n2070        900  20210619   42.0\n2071       1300  20210619   42.0\n2072        900  20210619   42.0\n2073        645  20210619   42.0\n2074       1080  20210619   42.0\n2075       1060  20210619   42.0\n2076        420  20210619   42.0\n2077       1080  20210619   42.0\n2078        960  20210619   42.0\n2079        750  20210619   42.0\n2080        724  20210619   42.0\n2081        560  20210619   42.0\n2082        492  20210620   28.0\n2083        444  20210620   28.0\n2084        316  20210620   28.0\n2085        308  20210620   28.0\n2086        317  20210620   28.0\n2087        180  20210620   28.0\n2088        141  20210620   28.0\n2089        215  20210620   28.0\n2090        245  20210620   28.0\n2091        372  20210620   28.0\n2092        433  20210620   28.0\n2093        564  20210620   28.0\n2094        621  20210620   28.0\n2095        717  20210620   28.0\n2096        660  20210620   28.0\n2097        588  20210620   28.0\n2098        516  20210620   28.0\n2099        504  20210620   28.0\n2100        696  20210620   28.0\n2101        660  20210620   28.0\n2102        652  20210620   28.0\n2103        689  20210620   28.0\n2104        635  20210620   28.0\n2105        560  20210620   28.0\n2106        552  20210621   28.0\n2107        516  20210621   28.0\n2108        428  20210621   28.0\n2109        383  20210621   28.0\n2110        387  20210621   28.0\n2111        227  20210621   28.0\n2112        196  20210621   28.0\n2113        160  20210621   28.0\n2114        192  20210621   28.0\n2115        308  20210621   28.0\n2116        372  20210621   28.0\n2117        497  20210621   28.0\n2118        516  20210621   28.0\n2119        609  20210621   28.0\n2120        599  20210621   28.0\n2121        519  20210621   28.0\n2122        468  20210621   28.0\n2123        556  20210621   28.0\n2124        528  20210621   28.0\n2125        691  20210621   28.0\n2126        664  20210621   28.0\n2127        656  20210621   28.0\n2128        521  20210621   28.0\n2129        427  20210621   28.0\n2130        345  20210622   33.0\n2131        244  20210622   33.0\n2132        227  20210622   33.0\n2133        152  20210622   33.0\n2134        138  20210622   33.0\n2135        116  20210622   33.0\n2136        252  20210622   33.0\n2137        592  20210622   33.0\n2138        704  20210622   33.0\n2139        792  20210622   33.0\n2140        827  20210622   33.0\n2141        843  20210622   33.0\n2142        713  20210622   33.0\n2143        788  20210622   33.0\n2144        852  20210622   33.0\n2145        709  20210622   33.0\n2146        691  20210622   33.0\n2147        732  20210622   33.0\n2148        720  20210622   33.0\n2149        676  20210622   33.0\n2150        672  20210622   33.0\n2151        641  20210622   33.0\n2152        545  20210622   33.0\n2153        407  20210622   33.0\n2154        304  20210623   30.0\n2155        236  20210623   30.0\n2156        188  20210623   30.0\n2157        120  20210623   30.0\n2158        107  20210623   30.0\n2159        105  20210623   30.0\n2160        296  20210623   30.0\n2161        604  20210623   30.0\n2162        704  20210623   30.0\n2163        840  20210623   30.0\n2164        808  20210623   30.0\n2165        864  20210623   30.0\n2166        839  20210623   30.0\n2167        884  20210623   30.0\n2168        827  20210623   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    844  20210709   37.0\n2551        916  20210709   37.0\n2552        847  20210709   37.0\n2553        816  20210709   37.0\n2554        736  20210709   37.0\n2555        772  20210709   37.0\n2556        848  20210709   37.0\n2557        828  20210709   37.0\n2558        801  20210709   37.0\n2559        832  20210709   37.0\n2560        680  20210709   37.0\n2561        665  20210709   37.0\n2562        608  20210710   38.0\n2563        483  20210710   38.0\n2564        376  20210710   38.0\n2565        344  20210710   38.0\n2566        232  20210710   38.0\n2567        232  20210710   38.0\n2568        292  20210710   38.0\n2569        600  20210710   38.0\n2570        792  20210710   38.0\n2571        811  20210710   38.0\n2572        957  20210710   38.0\n2573        900  20210710   38.0\n2574        920  20210710   38.0\n2575        904  20210710   38.0\n2576        940  20210710   38.0\n2577        761  20210710   38.0\n2578        704  20210710   38.0\n2579        776  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37.0\n2609        620  20210711   37.0\n2610        599  20210712   46.0\n2611        548  20210712   46.0\n2612        532  20210712   46.0\n2613        477  20210712   46.0\n2614        404  20210712   46.0\n2615        405  20210712   46.0\n2616        340  20210712   46.0\n2617        235  20210712   46.0\n2618        292  20210712   46.0\n2619        301  20210712   46.0\n2620        384  20210712   46.0\n2621        496  20210712   46.0\n2622        524  20210712   46.0\n2623        616  20210712   46.0\n2624        643  20210712   46.0\n2625        548  20210712   46.0\n2626        496  20210712   46.0\n2627        540  20210712   46.0\n2628        560  20210712   46.0\n2629        667  20210712   46.0\n2630        700  20210712   46.0\n2631        668  20210712   46.0\n2632        533  20210712   46.0\n2633        488  20210712   46.0\n2634        488  20210713   38.0\n2635        356  20210713   38.0\n2636        301  20210713   38.0\n2637        171  20210713   38.0\n2638     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20210714   32.0\n2668        845  20210714   32.0\n2669        892  20210714   32.0\n2670        943  20210714   32.0\n2671        872  20210714   32.0\n2672        892  20210714   32.0\n2673        805  20210714   32.0\n2674        792  20210714   32.0\n2675        788  20210714   32.0\n2676        868  20210714   32.0\n2677        808  20210714   32.0\n2678        816  20210714   32.0\n2679        792  20210714   32.0\n2680        653  20210714   32.0\n2681        587  20210714   32.0\n2682        520  20210715   34.0\n2683        465  20210715   34.0\n2684        325  20210715   34.0\n2685        220  20210715   34.0\n2686        167  20210715   34.0\n2687        196  20210715   34.0\n2688        313  20210715   34.0\n2689        572  20210715   34.0\n2690        760  20210715   34.0\n2691        847  20210715   34.0\n2692        876  20210715   34.0\n2693        976  20210715   34.0\n2694        904  20210715   34.0\n2695        905  20210715   34.0\n2696        977  20210715   34.0\n2697        860  20210715   34.0\n2698        800  20210715   34.0\n2699        912  20210715   34.0\n2700        813  20210715   34.0\n2701        884  20210715   34.0\n2702        860  20210715   34.0\n2703        800  20210715   34.0\n2704        748  20210715   34.0\n2705        632  20210715   34.0\n2706        548  20210716   31.0\n2707        404  20210716   31.0\n2708        317  20210716   31.0\n2709        264  20210716   31.0\n2710        165  20210716   31.0\n2711        156  20210716   31.0\n2712        268  20210716   31.0\n2713        608  20210716   31.0\n2714        824  20210716   31.0\n2715        928  20210716   31.0\n2716        941  20210716   31.0\n2717        939  20210716   31.0\n2718        876  20210716   31.0\n2719        908  20210716   31.0\n2720        823  20210716   31.0\n2721        772  20210716   31.0\n2722        905  20210716   31.0\n2723        828  20210716   31.0\n2724        805  20210716   31.0\n2725        865  20210716   31.0\n2726        864  20210716   31.0\n2727        788  20210716   31.0\n2728        656  20210716   31.0\n2729        657  20210716   31.0\n2730        600  20210717   25.0\n2731        557  20210717   25.0\n2732        413  20210717   25.0\n2733        296  20210717   25.0\n2734        268  20210717   25.0\n2735        212  20210717   25.0\n2736        332  20210717   25.0\n2737        548  20210717   25.0\n2738        796  20210717   25.0\n2739        888  20210717   25.0\n2740        876  20210717   25.0\n2741        925  20210717   25.0\n2742        985  20210717   25.0\n2743        924  20210717   25.0\n2744        884  20210717   25.0\n2745        864  20210717   25.0\n2746        744  20210717   25.0\n2747        736  20210717   25.0\n2748        747  20210717   25.0\n2749        873  20210717   25.0\n2750        809  20210717   25.0\n2751        856  20210717   25.0\n2752        780  20210717   25.0\n2753        672  20210717   25.0\n2754        681  20210718   28.0\n2755        613  20210718   28.0\n2756        601  20210718   28.0\n2757        528  20210718   28.0\n2758        400  20210718   28.0\n2759        392  20210718   28.0\n2760        277  20210718   28.0\n2761        280  20210718   28.0\n2762        288  20210718   28.0\n2763        381  20210718   28.0\n2764        572  20210718   28.0\n2765        541  20210718   28.0\n2766        624  20210718   28.0\n2767        622  20210718   28.0\n2768        684  20210718   28.0\n2769        672  20210718   28.0\n2770        593  20210718   28.0\n2771        524  20210718   28.0\n2772        646  20210718   28.0\n2773        712  20210718   28.0\n2774        732  20210718   28.0\n2775        780  20210718   28.0\n2776        764  20210718   28.0\n2777        740  20210718   28.0\n2778        644  20210719   26.0\n2779        668  20210719   26.0\n2780        592  20210719   26.0\n2781        536  20210719   26.0\n2782        504  20210719   26.0\n2783        427  20210719   26.0\n2784        300  20210719   26.0\n2785        288  20210719   26.0\n2786        253  20210719   26.0\n2787        259  20210719   26.0\n2788        368  20210719   26.0\n2789        576  20210719   26.0\n2790        539  20210719   26.0\n2791        628  20210719   26.0\n2792        572  20210719   26.0\n2793        531  20210719   26.0\n2794        548  20210719   26.0\n2795        500  20210719   26.0\n2796        608  20210719   26.0\n2797        632  20210719   26.0\n2798        676  20210719   26.0\n2799        620  20210719   26.0\n2800        600  20210719   26.0\n2801        540  20210719   26.0\n2802        428  20210720   24.0\n2803        356  20210720   24.0\n2804        205  20210720   24.0\n2805        180  20210720   24.0\n2806        132  20210720   24.0\n2807        192  20210720   24.0\n2808        305  20210720   24.0\n2809        632  20210720   24.0\n2810        752  20210720   24.0\n2811        876  20210720   24.0\n2812        876  20210720   24.0\n2813        540  20210720   24.0\n2814        940  20210720   24.0\n2815        837  20210720   24.0\n2816        880  20210720   24.0\n2817        748  20210720   24.0\n2818        716  20210720   24.0\n2819        780  20210720   24.0\n2820        784  20210720   24.0\n2821        721  20210720   24.0\n2822        692  20210720   24.0\n2823        660  20210720   24.0\n2824        660  20210720   24.0\n2825        528  20210720   24.0\n2826        384  20210721   35.0\n2827        309  20210721   35.0\n2828        278  20210721   35.0\n2829        220  20210721   35.0\n2830        180  20210721   35.0\n2831        140  20210721   35.0\n2832        272  20210721   35.0\n2833        616  20210721   35.0\n2834        808  20210721   35.0\n2835        936  20210721   35.0\n2836        932  20210721   35.0\n2837        884  20210721   35.0\n2838        925  20210721   35.0\n2839        900  20210721   35.0\n2840       1035  20210721   35.0\n2841        848  20210721   35.0\n2842        827  20210721   35.0\n2843        840  20210721   35.0\n2844        857  20210721   35.0\n2845        763  20210721   35.0\n2846        771  20210721   35.0\n2847        716  20210721   35.0\n2848        705  20210721   35.0\n2849        553  20210721   35.0\n2850        501  20210722   39.0\n2851        404  20210722   39.0\n2852        292  20210722   39.0\n2853        195  20210722   39.0\n2854        184  20210722   39.0\n2855        144  20210722   39.0\n2856        348  20210722   39.0\n2857        620  20210722   39.0\n2858        872  20210722   39.0\n2859        844  20210722   39.0\n2860        860  20210722   39.0\n2861        929  20210722   39.0\n2862        932  20210722   39.0\n2863        976  20210722   39.0\n2864        832  20210722   39.0\n2865        800  20210722   39.0\n2866        704  20210722   39.0\n2867        765  20210722   39.0\n2868        808  20210722   39.0\n2869        860  20210722   39.0\n2870        820  20210722   39.0\n2871        756  20210722   39.0\n2872        692  20210722   39.0\n2873        627  20210722   39.0\n2874        512  20210723   31.0\n2875        524  20210723   31.0\n2876        376  20210723   31.0\n2877        280  20210723   31.0\n2878        180  20210723   31.0\n2879        157  20210723   31.0\n2880        292  20210723   31.0\n2881        612  20210723   31.0\n2882        820  20210723   31.0\n2883        860  20210723   31.0\n2884        928  20210723   31.0\n2885        852  20210723   31.0\n2886        877  20210723   31.0\n2887        904  20210723   31.0\n2888        908  20210723   31.0\n2889        841  20210723   31.0\n2890        808  20210723   31.0\n2891        812  20210723   31.0\n2892        836  20210723   31.0\n2893        804  20210723   31.0\n2894        652  20210723   31.0\n2895        776  20210723   31.0\n2896        660  20210723   31.0\n2897        640  20210723   31.0\n2898        563  20210724   30.0\n2899        485  20210724   30.0\n2900        508  20210724   30.0\n2901        305  20210724   30.0\n2902        228  20210724   30.0\n2903        272  20210724   30.0\n2904        349  20210724   30.0\n2905        613  20210724   30.0\n2906        692  20210724   30.0\n2907        888  20210724   30.0\n2908        888  20210724   30.0\n2909        940  20210724   30.0\n2910        884  20210724   30.0\n2911        813  20210724   30.0\n2912        864  20210724   30.0\n2913        797  20210724   30.0\n2914        736  20210724   30.0\n2915        724  20210724   30.0\n2916        716  20210724   30.0\n2917        802  20210724   30.0\n2918        804  20210724   30.0\n2919        817  20210724   30.0\n2920        768  20210724   30.0\n2921        629  20210724   30.0\n2922        661  20210725   31.0\n2923        592  20210725   31.0\n2924        576  20210725   31.0\n2925        476  20210725   31.0\n2926        369  20210725   31.0\n2927        388  20210725   31.0\n2928        293  20210725   31.0\n2929        332  20210725   31.0\n2930        300  20210725   31.0\n2931        356  20210725   31.0\n2932        484  20210725   31.0\n2933        581  20210725   31.0\n2934        579  20210725   31.0\n2935        632  20210725   31.0\n2936        724  20210725   31.0\n2937        560  20210725   31.0\n2938        628  20210725   31.0\n2939        600  20210725   31.0\n2940        593  20210725   31.0\n2941        696  20210725   31.0\n2942        699  20210725   31.0\n2943        711  20210725   31.0\n2944        720  20210725   31.0\n2945        700  20210725   31.0\n2946        689  20210726   22.0\n2947        635  20210726   22.0\n2948        575  20210726   22.0\n2949        528  20210726   22.0\n2950        440  20210726   22.0\n2951        416  20210726   22.0\n2952        304  20210726   22.0\n2953        348  20210726   22.0\n2954        224  20210726   22.0\n2955        292  20210726   22.0\n2956        416  20210726   22.0\n2957        492  20210726   22.0\n2958        560  20210726   22.0\n2959        599  20210726   22.0\n2960        616  20210726   22.0\n2961        644  20210726   22.0\n2962        508  20210726   22.0\n2963        592  20210726   22.0\n2964        604  20210726   22.0\n2965        568  20210726   22.0\n2966        624  20210726   22.0\n2967        588  20210726   22.0\n2968        529  20210726   22.0\n2969        473  20210726   22.0\n2970        444  20210727   26.0\n2971        356  20210727   26.0\n2972        272  20210727   26.0\n2973        208  20210727   26.0\n2974        128  20210727   26.0\n2975        140  20210727   26.0\n2976        236  20210727   26.0\n2977        581  20210727   26.0\n2978        768  20210727   26.0\n2979        824  20210727   26.0\n2980        885  20210727   26.0\n2981        784  20210727   26.0\n2982        872  20210727   26.0\n2983        832  20210727   26.0\n2984        844  20210727   26.0\n2985        779  20210727   26.0\n2986        692  20210727   26.0\n2987        736  20210727   26.0\n2988        701  20210727   26.0\n2989        708  20210727   26.0\n2990        700  20210727   26.0\n2991        715  20210727   26.0\n2992        620  20210727   26.0\n2993        592  20210727   26.0\n2994        432  20210728   29.0\n2995        304  20210728   29.0\n2996        228  20210728   29.0\n2997        195  20210728   29.0\n2998        181  20210728   29.0\n2999        159  20210728   29.0\n3000        280  20210728   29.0\n3001        597  20210728   29.0\n3002        811  20210728   29.0\n3003        880  20210728   29.0\n3004        864  20210728   29.0\n3005        888  20210728   29.0\n3006        863  20210728   29.0\n3007        864  20210728   29.0\n3008        897  20210728   29.0\n3009        792  20210728   29.0\n3010        745  20210728   29.0\n3011        724  20210728   29.0\n3012        720  20210728   29.0\n3013        752  20210728   29.0\n3014        769  20210728   29.0\n3015        761  20210728   29.0\n3016        592  20210728   29.0\n3017        576  20210728   29.0\n3018        464  20210729   31.0\n3019        369  20210729   31.0\n3020        341  20210729   31.0\n3021        268  20210729   31.0\n3022        198  20210729   31.0\n3023        200  20210729   31.0\n3024        316  20210729   31.0\n3025        544  20210729   31.0\n3026        836  20210729   31.0\n3027        868  20210729   31.0\n3028        864  20210729   31.0\n3029        928  20210729   31.0\n3030        954  20210729   31.0\n3031        986  20210729   31.0\n3032        892  20210729   31.0\n3033        748  20210729   31.0\n3034        720  20210729   31.0\n3035        772  20210729   31.0\n3036        764  20210729   31.0\n3037        824  20210729   31.0\n3038        776  20210729   31.0\n3039        700  20210729   31.0\n3040        728  20210729   31.0\n3041        592  20210729   31.0\n3042        540  20210730   30.0\n3043        432  20210730   30.0\n3044        348  20210730   30.0\n3045        216  20210730   30.0\n3046        171  20210730   30.0\n3047        162  20210730   30.0\n3048        272  20210730   30.0\n3049        592  20210730   30.0\n3050        732  20210730   30.0\n3051        884  20210730   30.0\n3052        933  20210730   30.0\n3053        887  20210730   30.0\n3054        895  20210730   30.0\n3055        896  20210730   30.0\n3056        913  20210730   30.0\n3057        776  20210730   30.0\n3058        840  20210730   30.0\n3059        794  20210730   30.0\n3060        800  20210730   30.0\n3061        794  20210730   30.0\n3062        725  20210730   30.0\n3063        814  20210730   30.0\n3064        669  20210730   30.0\n3065        608  20210730   30.0\n3066        595  20210731   25.0\n3067        497  20210731   25.0\n3068        390  20210731   25.0\n3069        296  20210731   25.0\n3070        171  20210731   25.0\n3071        161  20210731   25.0\n3072        309  20210731   25.0\n3073        532  20210731   25.0\n3074        677  20210731   25.0\n3075        828  20210731   25.0\n3076        900  20210731   25.0\n3077        924  20210731   25.0\n3078        888  20210731   25.0\n3079        868  20210731   25.0\n3080        920  20210731   25.0\n3081        752  20210731   25.0\n3082        652  20210731   25.0\n3083        711  20210731   25.0\n3084        747  20210731   25.0\n3085        760  20210731   25.0\n3086        741  20210731   25.0\n3087        781  20210731   25.0\n3088        780  20210731   25.0\n3089        612  20210731   25.0\n3090        577  20210801   21.0\n3091        544  20210801   21.0\n3092        424  20210801   21.0\n3093        375  20210801   21.0\n3094        228  20210801   21.0\n3095        209  20210801   21.0\n3096        189  20210801   21.0\n3097        275  20210801   21.0\n3098        280  20210801   21.0\n3099        416  20210801   21.0\n3100        440  20210801   21.0\n3101        625  20210801   21.0\n3102        639  20210801   21.0\n3103        596  20210801   21.0\n3104        608  20210801   21.0\n3105        621  20210801   21.0\n3106        544  20210801   21.0\n3107        545  20210801   21.0\n3108        595  20210801   21.0\n3109        696  20210801   21.0\n3110        712  20210801   21.0\n3111        728  20210801   21.0\n3112        754  20210801   21.0\n3113        619  20210801   21.0\n3114        645  20210802   32.0\n3115        512  20210802   32.0\n3116        440  20210802   32.0\n3117        412  20210802   32.0\n3118        220  20210802   32.0\n3119        212  20210802   32.0\n3120        159  20210802   32.0\n3121        197  20210802   32.0\n3122        217  20210802   32.0\n3123        260  20210802   32.0\n3124        364  20210802   32.0\n3125        451  20210802   32.0\n3126        570  20210802   32.0\n3127        574  20210802   32.0\n3128        576  20210802   32.0\n3129        539  20210802   32.0\n3130        492  20210802   32.0\n3131        535  20210802   32.0\n3132        552  20210802   32.0\n3133        597  20210802   32.0\n3134        641  20210802   32.0\n3135        652  20210802   32.0\n3136        565  20210802   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20210812   60.0\n3372        678  20210812   60.0\n3373        638  20210812   60.0\n3374        621  20210812   60.0\n3375        634  20210812   60.0\n3376        619  20210812   60.0\n3377        443  20210812   60.0\n3378        468  20210813   44.0\n3379        307  20210813   44.0\n3380        304  20210813   44.0\n3381        152  20210813   44.0\n3382        159  20210813   44.0\n3383        120  20210813   44.0\n3384        216  20210813   44.0\n3385        446  20210813   44.0\n3386        544  20210813   44.0\n3387        582  20210813   44.0\n3388        733  20210813   44.0\n3389        685  20210813   44.0\n3390        654  20210813   44.0\n3391        759  20210813   44.0\n3392        705  20210813   44.0\n3393        648  20210813   44.0\n3394        596  20210813   44.0\n3395        600  20210813   44.0\n3396        604  20210813   44.0\n3397        608  20210813   44.0\n3398        639  20210813   44.0\n3399        609  20210813   44.0\n3400        556  20210813   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20210816   35.0\n3460        370  20210816   35.0\n3461        458  20210816   35.0\n3462        548  20210816   35.0\n3463        533  20210816   35.0\n3464        632  20210816   35.0\n3465        509  20210816   35.0\n3466        492  20210816   35.0\n3467        518  20210816   35.0\n3468        608  20210816   35.0\n3469        551  20210816   35.0\n3470        572  20210816   35.0\n3471        528  20210816   35.0\n3472        424  20210816   35.0\n3473        409  20210817   41.0\n3474        264  20210817   41.0\n3475        213  20210817   41.0\n3476        125  20210817   41.0\n3477        142  20210817   41.0\n3478        176  20210817   41.0\n3479        231  20210817   41.0\n3480        356  20210817   41.0\n3481        572  20210817   41.0\n3482        581  20210817   41.0\n3483        644  20210817   41.0\n3484        732  20210817   41.0\n3485        720  20210817   41.0\n3486        704  20210817   41.0\n3487        680  20210817   41.0\n3488        569  20210817   41.0\n3489        528  20210817   41.0\n3490        600  20210817   41.0\n3491        613  20210817   41.0\n3492        632  20210817   41.0\n3493        551  20210817   41.0\n3494        559  20210817   41.0\n3495        472  20210817   41.0\n3496        363  20210817   41.0\n3497        286  20210818   46.0\n3498        252  20210818   46.0\n3499        217  20210818   46.0\n3500        138  20210818   46.0\n3501        102  20210818   46.0\n3502        145  20210818   46.0\n3503        215  20210818   46.0\n3504        411  20210818   46.0\n3505        580  20210818   46.0\n3506        660  20210818   46.0\n3507        755  20210818   46.0\n3508        754  20210818   46.0\n3509        740  20210818   46.0\n3510        699  20210818   46.0\n3511        609  20210818   46.0\n3512        668  20210818   46.0\n3513        634  20210818   46.0\n3514        639  20210818   46.0\n3515        639  20210818   46.0\n3516        604  20210818   46.0\n3517        515  20210818   46.0\n3518     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20210820   23.0\n3548        120  20210820   23.0\n3549        248  20210820   23.0\n3550        323  20210820   23.0\n3551        493  20210820   23.0\n3552        699  20210820   23.0\n3553        866  20210820   23.0\n3554        691  20210820   23.0\n3555        720  20210820   23.0\n3556        715  20210820   23.0\n3557        779  20210820   23.0\n3558        660  20210820   23.0\n3559        622  20210820   23.0\n3560        645  20210820   23.0\n3561        682  20210820   23.0\n3562        724  20210820   23.0\n3563        637  20210820   23.0\n3564        628  20210820   23.0\n3565        527  20210820   23.0\n3566        472  20210820   23.0\n3567        540  20210821   44.0\n3568        415  20210821   44.0\n3569        301  20210821   44.0\n3570        129  20210821   44.0\n3571        138  20210821   44.0\n3572        165  20210821   44.0\n3573        288  20210821   44.0\n3574        371  20210821   44.0\n3575        505  20210821   44.0\n3576        584  20210821   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20211117   83.0\n5660        124  20211117   83.0\n5661        279  20211117   83.0\n5662        492  20211117   83.0\n5663        792  20211117   83.0\n5664        858  20211117   83.0\n5665        908  20211117   83.0\n5666        880  20211117   83.0\n5667        874  20211117   83.0\n5668        940  20211117   83.0\n5669        988  20211117   83.0\n5670        932  20211117   83.0\n5671        848  20211117   83.0\n5672        896  20211117   83.0\n5673        832  20211117   83.0\n5674        840  20211117   83.0\n5675        788  20211117   83.0\n5676        789  20211117   83.0\n5677        613  20211117   83.0\n5678        452  20211117   83.0\n5679        402  20211118   87.0\n5680        160  20211118   87.0\n5681        132  20211118   87.0\n5682         95  20211118   87.0\n5683        132  20211118   87.0\n5684        180  20211118   87.0\n5685        304  20211118   87.0\n5686        523  20211118   87.0\n5687        724  20211118   87.0\n5688        851  20211118   87.0\n5689        840  20211118   87.0\n5690        949  20211118   87.0\n5691        928  20211118   87.0\n5692        948  20211118   87.0\n5693       1006  20211118   87.0\n5694        901  20211118   87.0\n5695        832  20211118   87.0\n5696        885  20211118   87.0\n5697        892  20211118   87.0\n5698        853  20211118   87.0\n5699        936  20211118   87.0\n5700        748  20211118   87.0\n5701        661  20211118   87.0\n5702        556  20211118   87.0\n5703        485  20211119   69.0\n5704        235  20211119   69.0\n5705        133  20211119   69.0\n5706        120  20211119   69.0\n5707         99  20211119   69.0\n5708        172  20211119   69.0\n5709        300  20211119   69.0\n5710        531  20211119   69.0\n5711        776  20211119   69.0\n5712        916  20211119   69.0\n5713        896  20211119   69.0\n5714        900  20211119   69.0\n5715        951  20211119   69.0\n5716       1002  20211119   69.0\n5717       1020  20211119   69.0\n5718        884  20211119   69.0\n5719        884  20211119   69.0\n5720        884  20211119   69.0\n5721        915  20211119   69.0\n5722        956  20211119   69.0\n5723        864  20211119   69.0\n5724        808  20211119   69.0\n5725        796  20211119   69.0\n5726        692  20211119   69.0\n5727        744  20211120   53.0\n5728        408  20211120   53.0\n5729        148  20211120   53.0\n5730        116  20211120   53.0\n5731        114  20211120   53.0\n5732        138  20211120   53.0\n5733        339  20211120   53.0\n5734        544  20211120   53.0\n5735        728  20211120   53.0\n5736        812  20211120   53.0\n5737        880  20211120   53.0\n5738        888  20211120   53.0\n5739        976  20211120   53.0\n5740        931  20211120   53.0\n5741        965  20211120   53.0\n5742        840  20211120   53.0\n5743        915  20211120   53.0\n5744        856  20211120   53.0\n5745        831  20211120   53.0\n5746        936  20211120   53.0\n5747        964  20211120   53.0\n5748        877  20211120   53.0\n5749        800  20211120   53.0\n5750        912  20211120   53.0\n5751        833  20211121   47.0\n5752        701  20211121   47.0\n5753        196  20211121   47.0\n5754        184  20211121   47.0\n5755        120  20211121   47.0\n5756        129  20211121   47.0\n5757        185  20211121   47.0\n5758        276  20211121   47.0\n5759        284  20211121   47.0\n5760        452  20211121   47.0\n5761        611  20211121   47.0\n5762        736  20211121   47.0\n5763        756  20211121   47.0\n5764        867  20211121   47.0\n5765        935  20211121   47.0\n5766        820  20211121   47.0\n5767        736  20211121   47.0\n5768        776  20211121   47.0\n5769        739  20211121   47.0\n5770        895  20211121   47.0\n5771        929  20211121   47.0\n5772        896  20211121   47.0\n5773        863  20211121   47.0\n5774        832  20211121   47.0\n5775        636  20211122   58.0\n5776        588  20211122   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   887  20211123   62.0\n5807        912  20211123   62.0\n5808        967  20211123   62.0\n5809        732  20211123   62.0\n5810        844  20211123   62.0\n5811        831  20211123   62.0\n5812        856  20211123   62.0\n5813        825  20211123   62.0\n5814        804  20211123   62.0\n5815        692  20211123   62.0\n5816        568  20211123   62.0\n5817        457  20211123   62.0\n5818        400  20211124   66.0\n5819        204  20211124   66.0\n5820        107  20211124   66.0\n5821        115  20211124   66.0\n5822         87  20211124   66.0\n5823        136  20211124   66.0\n5824        288  20211124   66.0\n5825        527  20211124   66.0\n5826        736  20211124   66.0\n5827        868  20211124   66.0\n5828        930  20211124   66.0\n5829        960  20211124   66.0\n5830        909  20211124   66.0\n5831       1012  20211124   66.0\n5832        981  20211124   66.0\n5833        816  20211124   66.0\n5834        826  20211124   66.0\n5835        876  20211124   66.0\n5836        821  20211124   66.0\n5837        868  20211124   66.0\n5838        794  20211124   66.0\n5839        784  20211124   66.0\n5840        717  20211124   66.0\n5841        644  20211124   66.0\n5842        428  20211125   73.0\n5843        202  20211125   73.0\n5844        120  20211125   73.0\n5845        100  20211125   73.0\n5846         80  20211125   73.0\n5847        131  20211125   73.0\n5848        289  20211125   73.0\n5849        547  20211125   73.0\n5850        808  20211125   73.0\n5851        777  20211125   73.0\n5852        849  20211125   73.0\n5853        897  20211125   73.0\n5854        994  20211125   73.0\n5855        915  20211125   73.0\n5856       1000  20211125   73.0\n5857        955  20211125   73.0\n5858        832  20211125   73.0\n5859        855  20211125   73.0\n5860        908  20211125   73.0\n5861        876  20211125   73.0\n5862        844  20211125   73.0\n5863        777  20211125   73.0\n5864        744  20211125   73.0\n5865        632  20211125   73.0\n5866        524  20211126   85.0\n5867        280  20211126   85.0\n5868        115  20211126   85.0\n5869        120  20211126   85.0\n5870         72  20211126   85.0\n5871        133  20211126   85.0\n5872        264  20211126   85.0\n5873        504  20211126   85.0\n5874        766  20211126   85.0\n5875        792  20211126   85.0\n5876        923  20211126   85.0\n5877        858  20211126   85.0\n5878        882  20211126   85.0\n5879        907  20211126   85.0\n5880       1015  20211126   85.0\n5881        913  20211126   85.0\n5882        847  20211126   85.0\n5883        781  20211126   85.0\n5884        887  20211126   85.0\n5885        868  20211126   85.0\n5886        924  20211126   85.0\n5887        889  20211126   85.0\n5888        860  20211126   85.0\n5889        780  20211126   85.0\n5890        628  20211127   84.0\n5891        308  20211127   84.0\n5892        137  20211127   84.0\n5893        112  20211127   84.0\n5894        100  20211127   84.0\n5895        157  20211127   84.0\n5896        308  20211127   84.0\n5897        568  20211127   84.0\n5898        806  20211127   84.0\n5899        728  20211127   84.0\n5900        824  20211127   84.0\n5901        892  20211127   84.0\n5902        880  20211127   84.0\n5903        839  20211127   84.0\n5904        828  20211127   84.0\n5905        820  20211127   84.0\n5906        765  20211127   84.0\n5907        836  20211127   84.0\n5908        917  20211127   84.0\n5909        868  20211127   84.0\n5910        880  20211127   84.0\n5911        968  20211127   84.0\n5912        883  20211127   84.0\n5913        852  20211127   84.0\n5914        796  20211128   80.0\n5915        716  20211128   80.0\n5916        171  20211128   80.0\n5917        147  20211128   80.0\n5918        130  20211128   80.0\n5919        126  20211128   80.0\n5920        163  20211128   80.0\n5921        276  20211128   80.0\n5922        344  20211128   80.0\n5923        412  20211128   80.0\n5924        547  20211128   80.0\n5925        660  20211128   80.0\n5926        862  20211128   80.0\n5927        744  20211128   80.0\n5928        880  20211128   80.0\n5929        809  20211128   80.0\n5930        680  20211128   80.0\n5931        736  20211128   80.0\n5932        804  20211128   80.0\n5933        811  20211128   80.0\n5934        816  20211128   80.0\n5935        836  20211128   80.0\n5936        836  20211128   80.0\n5937        932  20211128   80.0\n5938        800  20211129   80.0\n5939        569  20211129   80.0\n5940        179  20211129   80.0\n5941        156  20211129   80.0\n5942         90  20211129   80.0\n5943        121  20211129   80.0\n5944        146  20211129   80.0\n5945        200  20211129   80.0\n5946        221  20211129   80.0\n5947        352  20211129   80.0\n5948        396  20211129   80.0\n5949        565  20211129   80.0\n5950        652  20211129   80.0\n5951        739  20211129   80.0\n5952        817  20211129   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   860  20211130   72.0\n5983        788  20211130   72.0\n5984        716  20211130   72.0\n5985        468  20211130   72.0\n5986        388  20211201   60.0\n5987        172  20211201   60.0\n5988        104  20211201   60.0\n5989        103  20211201   60.0\n5990         84  20211201   60.0\n5991        115  20211201   60.0\n5992        285  20211201   60.0\n5993        540  20211201   60.0\n5994        687  20211201   60.0\n5995        785  20211201   60.0\n5996        803  20211201   60.0\n5997        920  20211201   60.0\n5998        900  20211201   60.0\n5999        936  20211201   60.0\n6000        872  20211201   60.0\n6001        861  20211201   60.0\n6002        920  20211201   60.0\n6003        872  20211201   60.0\n6004        932  20211201   60.0\n6005        888  20211201   60.0\n6006        891  20211201   60.0\n6007        892  20211201   60.0\n6008        656  20211201   60.0\n6009        576  20211201   60.0\n6010        404  20211202   52.0\n6011        184  20211202   52.0\n6012        115  20211202   52.0\n6013        107  20211202   52.0\n6014         93  20211202   52.0\n6015        125  20211202   52.0\n6016        240  20211202   52.0\n6017        476  20211202   52.0\n6018        772  20211202   52.0\n6019        844  20211202   52.0\n6020        823  20211202   52.0\n6021        995  20211202   52.0\n6022        951  20211202   52.0\n6023       1052  20211202   52.0\n6024       1098  20211202   52.0\n6025        824  20211202   52.0\n6026        964  20211202   52.0\n6027        887  20211202   52.0\n6028        881  20211202   52.0\n6029        879  20211202   52.0\n6030        859  20211202   52.0\n6031        748  20211202   52.0\n6032        729  20211202   52.0\n6033        656  20211202   52.0\n6034        487  20211203   61.0\n6035        251  20211203   61.0\n6036        141  20211203   61.0\n6037        104  20211203   61.0\n6038         60  20211203   61.0\n6039        108  20211203   61.0\n6040        340  20211203   61.0\n6041        603  20211203   61.0\n6042        805  20211203   61.0\n6043        966  20211203   61.0\n6044        840  20211203   61.0\n6045       1015  20211203   61.0\n6046       1011  20211203   61.0\n6047       1006  20211203   61.0\n6048        950  20211203   61.0\n6049        737  20211203   61.0\n6050        896  20211203   61.0\n6051        899  20211203   61.0\n6052        945  20211203   61.0\n6053        825  20211203   61.0\n6054        937  20211203   61.0\n6055        869  20211203   61.0\n6056        855  20211203   61.0\n6057        685  20211203   61.0\n6058        493  20211204   67.0\n6059        348  20211204   67.0\n6060        140  20211204   67.0\n6061        132  20211204   67.0\n6062         98  20211204   67.0\n6063        120  20211204   67.0\n6064        352  20211204   67.0\n6065        579  20211204   67.0\n6066        879  20211204   67.0\n6067        840  20211204   67.0\n6068        886  20211204   67.0\n6069        934  20211204   67.0\n6070        974  20211204   67.0\n6071        972  20211204   67.0\n6072        974  20211204   67.0\n6073        997  20211204   67.0\n6074        960  20211204   67.0\n6075        839  20211204   67.0\n6076        882  20211204   67.0\n6077        892  20211204   67.0\n6078        960  20211204   67.0\n6079        969  20211204   67.0\n6080        960  20211204   67.0\n6081        756  20211204   67.0\n6082       1020  20211205   61.0\n6083        400  20211205   61.0\n6084        420  20211205   61.0\n6085        150  20211205   61.0\n6086        120  20211205   61.0\n6087         80  20211205   61.0\n6088        320  20211205   61.0\n6089        270  20211205   61.0\n6090        480  20211205   61.0\n6091        480  20211205   61.0\n6092        740  20211205   61.0\n6093       1140  20211205   61.0\n6094        960  20211205   61.0\n6095        732  20211205   61.0\n6096        780  20211205   61.0\n6097        840  20211205   61.0\n6098       1020  20211205   61.0\n6099       1320  20211205   61.0\n6100       1140  20211205   61.0\n6101        720  20211205   61.0\n6102        705  20211205   61.0\n6103       1290  20211205   61.0\n6104       1620  20211205   61.0\n6105        660  20211206   65.0\n6106        620  20211206   65.0\n6107        270  20211206   65.0\n6108        180  20211206   65.0\n6109        120  20211206   65.0\n6110        280  20211206   65.0\n6111        210  20211206   65.0\n6112        204  20211206   65.0\n6113        450  20211206   65.0\n6114        450  20211206   65.0\n6115        720  20211206   65.0\n6116        607  20211206   65.0\n6117        876  20211206   65.0\n6118        800  20211206   65.0\n6119        795  20211206   65.0\n6120        795  20211206   65.0\n6121        930  20211206   65.0\n6122        825  20211206   65.0\n6123       1200  20211206   65.0\n6124       1180  20211206   65.0\n6125       1500  20211206   65.0\n6126        920  20211206   65.0\n6127       1200  20211206   65.0\n6128       1020  20211207   83.0\n6129        300  20211207   83.0\n6130        120  20211207   83.0\n6131        120  20211207   83.0\n6132         60  20211207   83.0\n6133         75  20211207   83.0\n6134        210  20211207   83.0\n6135        165  20211207   83.0\n6136        330  20211207   83.0\n6137        600  20211207   83.0\n6138        480  20211207   83.0\n6139        780  20211207   83.0\n6140        540  20211207   83.0\n6141        810  20211207   83.0\n6142       1260  20211207   83.0\n6143        720  20211207   83.0\n6144        600  20211207   83.0\n6145        360  20211207   83.0\n6146         60  20211208   64.0\n6147        120  20211208   64.0\n6148        300  20211208   64.0\n6149        180  20211208   64.0\n6150        450  20211208   64.0\n6151        480  20211208   64.0\n6152       1080  20211208   64.0\n6153       1020  20211208   64.0\n6154       1200  20211208   64.0\n6155        600  20211208   64.0\n6156        660  20211208   64.0\n6157        840  20211208   64.0\n6158     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20210120   39.0\n7156        270  20210120   39.0\n7157        288  20210120   39.0\n7158        435  20210120   39.0\n7159        916  20210120   39.0\n7160       1032  20210120   39.0\n7161       1098  20210120   39.0\n7162       1058  20210120   39.0\n7163       1080  20210120   39.0\n7164       1084  20210120   39.0\n7165       1100  20210120   39.0\n7166       1176  20210120   39.0\n7167       1060  20210120   39.0\n7168       1024  20210120   39.0\n7169       1000  20210120   39.0\n7170       1029  20210120   39.0\n7171       1061  20210120   39.0\n7172        935  20210120   39.0\n7173        896  20210120   39.0\n7174        756  20210120   39.0\n7175        685  20210120   39.0\n7176        636  20210121   69.0\n7177        585  20210121   69.0\n7178        443  20210121   69.0\n7179        364  20210121   69.0\n7180        257  20210121   69.0\n7181        341  20210121   69.0\n7182        399  20210121   69.0\n7183        905  20210121   69.0\n7184       1088  20210121   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20210123   72.0\n7244       1076  20210123   72.0\n7245        952  20210123   72.0\n7246        956  20210123   72.0\n7247        819  20210124   84.0\n7248        781  20210124   84.0\n7249        576  20210124   84.0\n7250        548  20210124   84.0\n7251        451  20210124   84.0\n7252        394  20210124   84.0\n7253        556  20210124   84.0\n7254        945  20210124   84.0\n7255       1064  20210124   84.0\n7256       1076  20210124   84.0\n7257       1108  20210124   84.0\n7258       1050  20210124   84.0\n7259        996  20210124   84.0\n7260       1100  20210124   84.0\n7261       1011  20210124   84.0\n7262       1025  20210124   84.0\n7263        960  20210124   84.0\n7264       1005  20210124   84.0\n7265        964  20210124   84.0\n7266        932  20210124   84.0\n7267        965  20210124   84.0\n7268       1032  20210124   84.0\n7269        928  20210124   84.0\n7270        884  20210124   84.0\n7271        949  20210125   90.0\n7272        976  20210125   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48.0\n7537        928  20210205   48.0\n7538       1092  20210205   48.0\n7539       1048  20210205   48.0\n7540       1081  20210205   48.0\n7541        900  20210205   48.0\n7542       1095  20210205   48.0\n7543       1230  20210205   48.0\n7544       1770  20210205   48.0\n7545       1080  20210205   48.0\n7546       1005  20210205   48.0\n7547       1100  20210205   48.0\n7548        939  20210205   48.0\n7549       1062  20210205   48.0\n7550       1095  20210205   48.0\n7551        983  20210205   48.0\n7552        827  20210205   48.0\n7553        780  20210205   48.0\n7554        817  20210206   73.0\n7555        592  20210206   73.0\n7556        480  20210206   73.0\n7557        332  20210206   73.0\n7558        310  20210206   73.0\n7559        398  20210206   73.0\n7560        504  20210206   73.0\n7561       1010  20210206   73.0\n7562       1125  20210206   73.0\n7563       1096  20210206   73.0\n7564        990  20210206   73.0\n7565       1072  20210206   73.0\n7566       1051  20210206   73.0\n7567       1180  20210206   73.0\n7568       1148  20210206   73.0\n7569       1081  20210206   73.0\n7570       1008  20210206   73.0\n7571       1069  20210206   73.0\n7572       1020  20210206   73.0\n7573       1016  20210206   73.0\n7574        872  20210206   73.0\n7575       1009  20210206   73.0\n7576        796  20210206   73.0\n7577        827  20210206   73.0\n7578        813  20210207   73.0\n7579        644  20210207   73.0\n7580        636  20210207   73.0\n7581        464  20210207   73.0\n7582        416  20210207   73.0\n7583        460  20210207   73.0\n7584        552  20210207   73.0\n7585        935  20210207   73.0\n7586       1036  20210207   73.0\n7587       1007  20210207   73.0\n7588       1064  20210207   73.0\n7589       1108  20210207   73.0\n7590       1057  20210207   73.0\n7591       1035  20210207   73.0\n7592       1028  20210207   73.0\n7593        932  20210207   73.0\n7594       1024  20210207   73.0\n7595       1024  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86.0\n7625        856  20210208   86.0\n7626        887  20210209   85.0\n7627       1016  20210209   85.0\n7628        960  20210209   85.0\n7629        852  20210209   85.0\n7630        776  20210209   85.0\n7631        743  20210209   85.0\n7632        708  20210209   85.0\n7633        704  20210209   85.0\n7634        496  20210209   85.0\n7635        517  20210209   85.0\n7636        552  20210209   85.0\n7637        834  20210209   85.0\n7638        880  20210209   85.0\n7639        868  20210209   85.0\n7640        824  20210209   85.0\n7641        863  20210209   85.0\n7642        880  20210209   85.0\n7643        891  20210209   85.0\n7644        876  20210209   85.0\n7645        897  20210209   85.0\n7646        812  20210209   85.0\n7647        857  20210209   85.0\n7648        748  20210209   85.0\n7649        692  20210209   85.0\n7650        560  20210210   82.0\n7651        524  20210210   82.0\n7652        332  20210210   82.0\n7653        264  20210210   82.0\n7654     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20210211   86.0\n7684       1320  20210211   86.0\n7685       1040  20210211   86.0\n7686       1174  20210211   86.0\n7687       1088  20210211   86.0\n7688       1075  20210211   86.0\n7689        957  20210211   86.0\n7690       1009  20210211   86.0\n7691        996  20210211   86.0\n7692       1024  20210211   86.0\n7693       1055  20210211   86.0\n7694        949  20210211   86.0\n7695        869  20210211   86.0\n7696        837  20210211   86.0\n7697        756  20210211   86.0\n7698        636  20210212   89.0\n7699        540  20210212   89.0\n7700        401  20210212   89.0\n7701        241  20210212   89.0\n7702        254  20210212   89.0\n7703        340  20210212   89.0\n7704        472  20210212   89.0\n7705        924  20210212   89.0\n7706       1097  20210212   89.0\n7707       1140  20210212   89.0\n7708       1068  20210212   89.0\n7709       1102  20210212   89.0\n7710       1032  20210212   89.0\n7711       1105  20210212   89.0\n7712       1280  20210212   89.0\n7713       1071  20210212   89.0\n7714       1049  20210212   89.0\n7715        964  20210212   89.0\n7716       1053  20210212   89.0\n7717       1021  20210212   89.0\n7718        989  20210212   89.0\n7719        984  20210212   89.0\n7720        903  20210212   89.0\n7721        856  20210212   89.0\n7722        755  20210213   79.0\n7723        601  20210213   79.0\n7724        401  20210213   79.0\n7725        316  20210213   79.0\n7726        264  20210213   79.0\n7727        356  20210213   79.0\n7728        549  20210213   79.0\n7729        913  20210213   79.0\n7730       1038  20210213   79.0\n7731       1054  20210213   79.0\n7732       1040  20210213   79.0\n7733       1320  20210213   79.0\n7734       1740  20210213   79.0\n7735        840  20210213   79.0\n7736       1240  20210213   79.0\n7737        987  20210213   79.0\n7738       1009  20210213   79.0\n7739       1023  20210213   79.0\n7740       1024  20210213   79.0\n7741        993  20210213   79.0\n7742       1021  20210213   79.0\n7743        976  20210213   79.0\n7744        828  20210213   79.0\n7745        851  20210213   79.0\n7746        873  20210214   79.0\n7747        652  20210214   79.0\n7748        620  20210214   79.0\n7749        472  20210214   79.0\n7750        506  20210214   79.0\n7751        420  20210214   79.0\n7752        515  20210214   79.0\n7753        941  20210214   79.0\n7754       1095  20210214   79.0\n7755       1057  20210214   79.0\n7756       1134  20210214   79.0\n7757       1060  20210214   79.0\n7758       1056  20210214   79.0\n7759        992  20210214   79.0\n7760       1064  20210214   79.0\n7761       1064  20210214   79.0\n7762       1016  20210214   79.0\n7763       1004  20210214   79.0\n7764        960  20210214   79.0\n7765       1024  20210214   79.0\n7766        924  20210214   79.0\n7767       1009  20210214   79.0\n7768        939  20210214   79.0\n7769        952  20210214   79.0\n7770       1065  20210215   71.0\n7771       1092  20210215   71.0\n7772        864  20210215   71.0\n7773        744  20210215   71.0\n7774        739  20210215   71.0\n7775        672  20210215   71.0\n7776        496  20210215   71.0\n7777        584  20210215   71.0\n7778        584  20210215   71.0\n7779        696  20210215   71.0\n7780        773  20210215   71.0\n7781        812  20210215   71.0\n7782         30  20210215   71.0\n7783        258  20210215   71.0\n7784        784  20210215   71.0\n7785        896  20210215   71.0\n7786        844  20210215   71.0\n7787        844  20210215   71.0\n7788        880  20210215   71.0\n7789        872  20210215   71.0\n7790        931  20210215   71.0\n7791        913  20210215   71.0\n7792        972  20210215   71.0\n7793        952  20210215   71.0\n7794        892  20210216   69.0\n7795        960  20210216   69.0\n7796        975  20210216   69.0\n7797        812  20210216   69.0\n7798        804  20210216   69.0\n7799        717  20210216   69.0\n7800        676  20210216   69.0\n7801        732  20210216   69.0\n7802        588  20210216   69.0\n7803        644  20210216   69.0\n7804        704  20210216   69.0\n7805        816  20210216   69.0\n7806        840  20210216   69.0\n7807        805  20210216   69.0\n7808        864  20210216   69.0\n7809        876  20210216   69.0\n7810        904  20210216   69.0\n7811        888  20210216   69.0\n7812        945  20210216   69.0\n7813        872  20210216   69.0\n7814        852  20210216   69.0\n7815        885  20210216   69.0\n7816        784  20210216   69.0\n7817        639  20210216   69.0\n7818        676  20210217   84.0\n7819        477  20210217   84.0\n7820        320  20210217   84.0\n7821        264  20210217   84.0\n7822        300  20210217   84.0\n7823        316  20210217   84.0\n7824        451  20210217   84.0\n7825        760  20210217   84.0\n7826       1056  20210217   84.0\n7827       1095  20210217   84.0\n7828       1050  20210217   84.0\n7829       1113  20210217   84.0\n7830     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20210218   64.0\n7860       1048  20210218   64.0\n7861       1048  20210218   64.0\n7862        904  20210218   64.0\n7863        808  20210218   64.0\n7864        776  20210218   64.0\n7865        799  20210218   64.0\n7866        704  20210219   51.0\n7867        588  20210219   51.0\n7868        388  20210219   51.0\n7869        318  20210219   51.0\n7870        296  20210219   51.0\n7871        356  20210219   51.0\n7872        464  20210219   51.0\n7873        881  20210219   51.0\n7874       1104  20210219   51.0\n7875       1088  20210219   51.0\n7876        987  20210219   51.0\n7877       1057  20210219   51.0\n7878       1090  20210219   51.0\n7879       1096  20210219   51.0\n7880       1084  20210219   51.0\n7881        989  20210219   51.0\n7882       1048  20210219   51.0\n7883       1040  20210219   51.0\n7884       1076  20210219   51.0\n7885       1028  20210219   51.0\n7886       1012  20210219   51.0\n7887       1009  20210219   51.0\n7888        841  20210219   51.0\n7889        844  20210219   51.0\n7890        727  20210220   52.0\n7891        616  20210220   52.0\n7892        475  20210220   52.0\n7893        356  20210220   52.0\n7894        384  20210220   52.0\n7895        400  20210220   52.0\n7896        500  20210220   52.0\n7897        948  20210220   52.0\n7898       1036  20210220   52.0\n7899       1188  20210220   52.0\n7900       1140  20210220   52.0\n7901       1046  20210220   52.0\n7902       1320  20210220   52.0\n7903       1099  20210220   52.0\n7904       1074  20210220   52.0\n7905       1054  20210220   52.0\n7906       1104  20210220   52.0\n7907       1089  20210220   52.0\n7908       1133  20210220   52.0\n7909       1048  20210220   52.0\n7910       1005  20210220   52.0\n7911        976  20210220   52.0\n7912        781  20210220   52.0\n7913        956  20210220   52.0\n7914        856  20210221   36.0\n7915        720  20210221   36.0\n7916        628  20210221   36.0\n7917        519  20210221   36.0\n7918        437  20210221   36.0\n7919        469  20210221   36.0\n7920        596  20210221   36.0\n7921        944  20210221   36.0\n7922       1145  20210221   36.0\n7923       1131  20210221   36.0\n7924       1260  20210221   36.0\n7925       1099  20210221   36.0\n7926       1145  20210221   36.0\n7927       1080  20210221   36.0\n7928       1025  20210221   36.0\n7929        949  20210221   36.0\n7930        988  20210221   36.0\n7931        955  20210221   36.0\n7932       1019  20210221   36.0\n7933        940  20210221   36.0\n7934       1073  20210221   36.0\n7935       1040  20210221   36.0\n7936        995  20210221   36.0\n7937        944  20210221   36.0\n7938        972  20210222   42.0\n7939       1084  20210222   42.0\n7940        905  20210222   42.0\n7941        848  20210222   42.0\n7942        712  20210222   42.0\n7943        700  20210222   42.0\n7944        640  20210222   42.0\n7945        761  20210222   42.0\n7946        611  20210222   42.0\n7947        680  20210222   42.0\n7948        801  20210222   42.0\n7949        756  20210222   42.0\n7950        956  20210222   42.0\n7951        883  20210222   42.0\n7952        973  20210222   42.0\n7953        978  20210222   42.0\n7954        932  20210222   42.0\n7955        980  20210222   42.0\n7956        884  20210222   42.0\n7957        909  20210222   42.0\n7958        912  20210222   42.0\n7959        960  20210222   42.0\n7960        936  20210222   42.0\n7961        932  20210222   42.0\n7962        944  20210223   35.0\n7963        989  20210223   35.0\n7964        788  20210223   35.0\n7965        869  20210223   35.0\n7966        796  20210223   35.0\n7967        803  20210223   35.0",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>intensity</th>\n      <th>date_id</th>\n      <th>value</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>660</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>632</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>537</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>608</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>736</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>859</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>932</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>965</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>900</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>932</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>10</th>\n      <td>992</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>11</th>\n      <td>1024</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>12</th>\n      <td>964</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>13</th>\n      <td>940</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>14</th>\n      <td>916</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>15</th>\n      <td>872</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>16</th>\n      <td>800</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>17</th>\n      <td>753</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>18</th>\n      <td>676</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>19</th>\n      <td>540</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>20</th>\n      <td>340</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>21</th>\n      <td>312</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>22</th>\n      <td>313</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>23</th>\n      <td>348</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>24</th>\n      <td>464</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>25</th>\n      <td>864</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>26</th>\n      <td>1076</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>27</th>\n      <td>1140</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>28</th>\n      <td>1025</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>29</th>\n      <td>942</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>30</th>\n      <td>1086</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>31</th>\n      <td>964</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>32</th>\n      <td>1165</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>33</th>\n      <td>1036</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>34</th>\n      <td>1060</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>35</th>\n      <td>1067</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>36</th>\n      <td>844</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>37</th>\n      <td>1012</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>38</th>\n      <td>1028</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>39</th>\n      <td>920</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>40</th>\n      <td>792</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>41</th>\n      <td>796</td>\n      <td>20210224</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>42</th>\n      <td>636</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>43</th>\n      <td>433</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>44</th>\n      <td>395</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>45</th>\n      <td>300</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>46</th>\n      <td>244</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>47</th>\n      <td>324</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>48</th>\n      <td>548</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>49</th>\n      <td>905</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>50</th>\n      <td>1088</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>51</th>\n      <td>1200</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>52</th>\n      <td>1070</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>53</th>\n      <td>1088</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>54</th>\n      <td>1064</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>55</th>\n      <td>1113</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>56</th>\n      <td>1097</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>57</th>\n      <td>1076</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>58</th>\n      <td>1056</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>59</th>\n      <td>979</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>60</th>\n      <td>1044</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>61</th>\n      <td>980</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>62</th>\n      <td>973</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>63</th>\n      <td>952</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>64</th>\n      <td>876</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>65</th>\n      <td>788</td>\n      <td>20210225</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>66</th>\n      <td>833</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>67</th>\n      <td>488</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>68</th>\n      <td>423</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>69</th>\n      <td>404</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>70</th>\n      <td>284</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>71</th>\n      <td>328</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>72</th>\n      <td>469</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>73</th>\n      <td>919</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>74</th>\n      <td>1072</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>75</th>\n      <td>1109</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>76</th>\n      <td>990</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>77</th>\n      <td>1320</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>78</th>\n      <td>1240</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>79</th>\n      <td>1118</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>80</th>\n      <td>1174</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>81</th>\n      <td>1052</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>82</th>\n      <td>1111</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>83</th>\n      <td>1056</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>84</th>\n      <td>1068</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>85</th>\n      <td>1128</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>86</th>\n      <td>996</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>87</th>\n      <td>940</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>88</th>\n      <td>861</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>89</th>\n      <td>828</td>\n      <td>20210226</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>90</th>\n      <td>848</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>91</th>\n      <td>660</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>92</th>\n      <td>508</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>93</th>\n      <td>405</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>94</th>\n      <td>380</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>95</th>\n      <td>404</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>96</th>\n      <td>572</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>97</th>\n      <td>888</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>98</th>\n      <td>1145</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>99</th>\n      <td>1165</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>100</th>\n      <td>1101</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>101</th>\n      <td>1133</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>102</th>\n      <td>1123</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>103</th>\n      <td>1161</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>104</th>\n      <td>1092</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>105</th>\n      <td>1196</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>106</th>\n      <td>1085</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>107</th>\n      <td>1028</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>108</th>\n      <td>984</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>109</th>\n      <td>1000</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>110</th>\n      <td>948</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>111</th>\n      <td>780</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>112</th>\n      <td>853</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>113</th>\n      <td>904</td>\n      <td>20210227</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>114</th>\n      <td>912</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>115</th>\n      <td>752</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>116</th>\n      <td>480</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>117</th>\n      <td>508</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>118</th>\n      <td>368</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>119</th>\n      <td>357</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>120</th>\n      <td>532</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>121</th>\n      <td>836</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>122</th>\n      <td>1020</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>123</th>\n      <td>1162</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>124</th>\n      <td>1057</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>125</th>\n      <td>1158</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>126</th>\n      <td>1076</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>127</th>\n      <td>1173</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>128</th>\n      <td>1080</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>129</th>\n      <td>949</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>130</th>\n      <td>1096</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>131</th>\n      <td>968</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>132</th>\n      <td>789</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>133</th>\n      <td>912</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>134</th>\n      <td>1088</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>135</th>\n      <td>1004</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>136</th>\n      <td>944</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>137</th>\n      <td>916</td>\n      <td>20210228</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>138</th>\n      <td>1048</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>139</th>\n      <td>952</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>140</th>\n      <td>847</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>141</th>\n      <td>788</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>142</th>\n      <td>684</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>143</th>\n      <td>632</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>144</th>\n      <td>556</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>145</th>\n      <td>608</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>146</th>\n      <td>632</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>147</th>\n      <td>708</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>148</th>\n      <td>864</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>149</th>\n      <td>887</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>150</th>\n      <td>933</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>151</th>\n      <td>984</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>152</th>\n      <td>995</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>153</th>\n      <td>932</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>154</th>\n      <td>892</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>155</th>\n      <td>984</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>156</th>\n      <td>984</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>157</th>\n      <td>983</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>158</th>\n      <td>989</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>159</th>\n      <td>1004</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>160</th>\n      <td>985</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>161</th>\n      <td>960</td>\n      <td>20210229</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>162</th>\n      <td>932</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>163</th>\n      <td>916</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>164</th>\n      <td>840</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>165</th>\n      <td>805</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>166</th>\n      <td>812</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>167</th>\n      <td>736</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>168</th>\n      <td>563</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>169</th>\n      <td>589</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>170</th>\n      <td>452</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>171</th>\n      <td>588</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>172</th>\n      <td>604</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>173</th>\n      <td>829</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>174</th>\n      <td>1024</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>175</th>\n      <td>943</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>176</th>\n      <td>960</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>177</th>\n      <td>932</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>178</th>\n      <td>964</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>179</th>\n      <td>936</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>180</th>\n      <td>944</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>181</th>\n      <td>836</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>182</th>\n      <td>824</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>183</th>\n      <td>776</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>184</th>\n      <td>668</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>185</th>\n      <td>632</td>\n      <td>20210301</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>186</th>\n      <td>817</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>187</th>\n      <td>592</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>188</th>\n      <td>408</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>189</th>\n      <td>308</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>190</th>\n      <td>296</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>191</th>\n      <td>340</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>192</th>\n      <td>504</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>193</th>\n      <td>892</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>194</th>\n      <td>1092</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>195</th>\n      <td>1108</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>196</th>\n      <td>1012</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>197</th>\n      <td>1065</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>198</th>\n      <td>1036</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>199</th>\n      <td>1076</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>200</th>\n      <td>1132</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>201</th>\n      <td>1040</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>202</th>\n      <td>1020</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>203</th>\n      <td>984</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>204</th>\n      <td>1084</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>205</th>\n      <td>905</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>206</th>\n      <td>924</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>207</th>\n      <td>812</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>208</th>\n      <td>721</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>209</th>\n      <td>692</td>\n      <td>20210302</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>210</th>\n      <td>600</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>211</th>\n      <td>496</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>212</th>\n      <td>340</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>213</th>\n      <td>313</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>214</th>\n      <td>278</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>215</th>\n      <td>368</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>216</th>\n      <td>516</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>217</th>\n      <td>776</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>218</th>\n      <td>1165</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>219</th>\n      <td>1085</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>220</th>\n      <td>1086</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>221</th>\n      <td>1080</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>222</th>\n      <td>567</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>223</th>\n      <td>1015</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>224</th>\n      <td>985</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>225</th>\n      <td>982</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>226</th>\n      <td>968</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>227</th>\n      <td>1040</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>228</th>\n      <td>1092</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>229</th>\n      <td>971</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>230</th>\n      <td>936</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>231</th>\n      <td>1012</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>232</th>\n      <td>789</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>233</th>\n      <td>787</td>\n      <td>20210303</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>234</th>\n      <td>644</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>235</th>\n      <td>493</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>236</th>\n      <td>368</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>237</th>\n      <td>280</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>238</th>\n      <td>276</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>239</th>\n      <td>388</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>240</th>\n      <td>568</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>241</th>\n      <td>932</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>242</th>\n      <td>1102</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>243</th>\n      <td>1052</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>244</th>\n      <td>1173</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>245</th>\n      <td>1024</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>246</th>\n      <td>1072</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>247</th>\n      <td>1067</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>248</th>\n      <td>1119</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>249</th>\n      <td>1056</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>250</th>\n      <td>1008</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>251</th>\n      <td>1060</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>252</th>\n      <td>1032</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>253</th>\n      <td>1012</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>254</th>\n      <td>948</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>255</th>\n      <td>921</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>256</th>\n      <td>864</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>257</th>\n      <td>800</td>\n      <td>20210304</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>258</th>\n      <td>744</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>259</th>\n      <td>621</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>260</th>\n      <td>456</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>261</th>\n      <td>332</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>262</th>\n      <td>297</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>263</th>\n      <td>436</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>264</th>\n      <td>497</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>265</th>\n      <td>949</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>266</th>\n      <td>1033</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>267</th>\n      <td>1156</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>268</th>\n      <td>1020</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>269</th>\n      <td>1005</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>270</th>\n      <td>1236</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>271</th>\n      <td>1117</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>272</th>\n      <td>1091</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>273</th>\n      <td>1109</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>274</th>\n      <td>1028</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>275</th>\n      <td>1004</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>276</th>\n      <td>969</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>277</th>\n      <td>989</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>278</th>\n      <td>1036</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>279</th>\n      <td>1032</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>280</th>\n      <td>944</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>281</th>\n      <td>920</td>\n      <td>20210305</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>282</th>\n      <td>877</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>283</th>\n      <td>716</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>284</th>\n      <td>588</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>285</th>\n      <td>720</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>286</th>\n      <td>520</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>287</th>\n      <td>424</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>288</th>\n      <td>520</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>289</th>\n      <td>941</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>290</th>\n      <td>1096</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>291</th>\n      <td>1144</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>292</th>\n      <td>1017</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>293</th>\n      <td>1052</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>294</th>\n      <td>981</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>295</th>\n      <td>206</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>296</th>\n      <td>992</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>297</th>\n      <td>904</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>298</th>\n      <td>952</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>299</th>\n      <td>1072</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>300</th>\n      <td>976</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>301</th>\n      <td>1007</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>302</th>\n      <td>1028</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>303</th>\n      <td>1000</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>304</th>\n      <td>956</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>305</th>\n      <td>875</td>\n      <td>20210306</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>306</th>\n      <td>928</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>307</th>\n      <td>971</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>308</th>\n      <td>792</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>309</th>\n      <td>753</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>310</th>\n      <td>764</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>311</th>\n      <td>628</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>312</th>\n      <td>564</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>313</th>\n      <td>612</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>314</th>\n      <td>588</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>315</th>\n      <td>684</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>316</th>\n      <td>799</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>317</th>\n      <td>843</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>318</th>\n      <td>897</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>319</th>\n      <td>884</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>320</th>\n      <td>1040</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>321</th>\n      <td>956</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>322</th>\n      <td>844</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>323</th>\n      <td>876</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>324</th>\n      <td>824</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>325</th>\n      <td>884</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>326</th>\n      <td>896</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>327</th>\n      <td>908</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>328</th>\n      <td>892</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>329</th>\n      <td>864</td>\n      <td>20210307</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>330</th>\n      <td>861</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>331</th>\n      <td>1007</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>332</th>\n      <td>881</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>333</th>\n      <td>828</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>334</th>\n      <td>812</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>335</th>\n      <td>776</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>336</th>\n      <td>695</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>337</th>\n      <td>668</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>338</th>\n      <td>552</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>339</th>\n      <td>545</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>340</th>\n      <td>628</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>341</th>\n      <td>816</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>342</th>\n      <td>856</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>343</th>\n      <td>836</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>344</th>\n      <td>788</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>345</th>\n      <td>795</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>346</th>\n      <td>509</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>347</th>\n      <td>40</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>348</th>\n      <td>30</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>349</th>\n      <td>252</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>350</th>\n      <td>681</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>351</th>\n      <td>600</td>\n      <td>20210308</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>352</th>\n      <td>548</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>353</th>\n      <td>465</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>354</th>\n      <td>816</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>355</th>\n      <td>1052</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>356</th>\n      <td>1120</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>357</th>\n      <td>1029</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>358</th>\n      <td>1059</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>359</th>\n      <td>980</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>360</th>\n      <td>1064</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>361</th>\n      <td>1077</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>362</th>\n      <td>968</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>363</th>\n      <td>993</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>364</th>\n      <td>932</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>365</th>\n      <td>1009</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>366</th>\n      <td>956</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>367</th>\n      <td>940</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>368</th>\n      <td>872</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>369</th>\n      <td>708</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>370</th>\n      <td>616</td>\n      <td>20210309</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>371</th>\n      <td>548</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>372</th>\n      <td>360</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>373</th>\n      <td>321</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>374</th>\n      <td>232</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>375</th>\n      <td>216</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>376</th>\n      <td>360</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>377</th>\n      <td>424</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>378</th>\n      <td>795</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>379</th>\n      <td>1033</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>380</th>\n      <td>1139</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>381</th>\n      <td>1055</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>382</th>\n      <td>964</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>383</th>\n      <td>1007</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>384</th>\n      <td>1084</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>385</th>\n      <td>1028</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>386</th>\n      <td>988</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>387</th>\n      <td>1080</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>388</th>\n      <td>960</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>389</th>\n      <td>929</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>390</th>\n      <td>988</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>391</th>\n      <td>972</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>392</th>\n      <td>813</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>393</th>\n      <td>776</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>394</th>\n      <td>704</td>\n      <td>20210310</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>395</th>\n      <td>572</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>396</th>\n      <td>384</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>397</th>\n      <td>312</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>398</th>\n      <td>272</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>399</th>\n      <td>256</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>400</th>\n      <td>304</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>401</th>\n      <td>544</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>402</th>\n      <td>785</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>403</th>\n      <td>1024</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>404</th>\n      <td>1132</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>405</th>\n      <td>1011</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>406</th>\n      <td>1040</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>407</th>\n      <td>1012</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>408</th>\n      <td>1021</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>409</th>\n      <td>1104</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>410</th>\n      <td>1060</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>411</th>\n      <td>984</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>412</th>\n      <td>917</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>413</th>\n      <td>968</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>414</th>\n      <td>973</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>415</th>\n      <td>896</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>416</th>\n      <td>824</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>417</th>\n      <td>797</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>418</th>\n      <td>636</td>\n      <td>20210311</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>419</th>\n      <td>612</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>420</th>\n      <td>420</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>421</th>\n      <td>368</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>422</th>\n      <td>336</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>423</th>\n      <td>261</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>424</th>\n      <td>304</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>425</th>\n      <td>461</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>426</th>\n      <td>836</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>427</th>\n      <td>949</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>428</th>\n      <td>1125</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>429</th>\n      <td>952</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>430</th>\n      <td>1015</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>431</th>\n      <td>1036</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>432</th>\n      <td>1000</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>433</th>\n      <td>1036</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>434</th>\n      <td>944</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>435</th>\n      <td>917</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>436</th>\n      <td>936</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>437</th>\n      <td>1004</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>438</th>\n      <td>864</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>439</th>\n      <td>871</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>440</th>\n      <td>788</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>441</th>\n      <td>764</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>442</th>\n      <td>672</td>\n      <td>20210312</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>443</th>\n      <td>496</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>444</th>\n      <td>453</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>445</th>\n      <td>366</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>446</th>\n      <td>264</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>447</th>\n      <td>277</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>448</th>\n      <td>335</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>449</th>\n      <td>400</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>450</th>\n      <td>836</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>451</th>\n      <td>921</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>452</th>\n      <td>1003</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>453</th>\n      <td>1000</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>454</th>\n      <td>952</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>455</th>\n      <td>928</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>456</th>\n      <td>927</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>457</th>\n      <td>917</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>458</th>\n      <td>780</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>459</th>\n      <td>804</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>460</th>\n      <td>769</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>461</th>\n      <td>805</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>462</th>\n      <td>821</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>463</th>\n      <td>748</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>464</th>\n      <td>647</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>465</th>\n      <td>680</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>466</th>\n      <td>496</td>\n      <td>20210313</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>467</th>\n      <td>400</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>468</th>\n      <td>317</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>469</th>\n      <td>288</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>470</th>\n      <td>211</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>471</th>\n      <td>231</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>472</th>\n      <td>192</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>473</th>\n      <td>213</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>474</th>\n      <td>280</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>475</th>\n      <td>307</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>476</th>\n      <td>396</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>477</th>\n      <td>421</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>478</th>\n      <td>444</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>479</th>\n      <td>536</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>480</th>\n      <td>519</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>481</th>\n      <td>475</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>482</th>\n      <td>388</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>483</th>\n      <td>373</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>484</th>\n      <td>365</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>485</th>\n      <td>456</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>486</th>\n      <td>416</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>487</th>\n      <td>412</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>488</th>\n      <td>356</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>489</th>\n      <td>344</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>490</th>\n      <td>260</td>\n      <td>20210314</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>491</th>\n      <td>176</td>\n      <td>20210315</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>492</th>\n      <td>200</td>\n      <td>20210315</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>493</th>\n      <td>164</td>\n      <td>20210315</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>494</th>\n      <td>139</td>\n      <td>20210315</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>495</th>\n      <td>112</td>\n      <td>20210315</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>496</th>\n      <td>153</td>\n      <td>20210315</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>497</th>\n      <td>168</td>\n      <td>20210315</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>498</th>\n      <td>212</td>\n      <td>20210315</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>499</th>\n      <td>240</td>\n      <td>20210315</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>500</th>\n      <td>284</td>\n      <td>20210315</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>501</th>\n      <td>244</td>\n      <td>20210315</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>502</th>\n      <td>336</td>\n      <td>20210315</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>503</th>\n      <td>360</td>\n      <td>20210315</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>504</th>\n      <td>462</td>\n      <td>20210315</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>505</th>\n      <td>420</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>506</th>\n      <td>443</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>507</th>\n      <td>483</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>508</th>\n      <td>520</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>509</th>\n      <td>449</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>510</th>\n      <td>454</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>511</th>\n      <td>440</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>512</th>\n      <td>436</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>513</th>\n      <td>387</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>514</th>\n      <td>312</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>515</th>\n      <td>309</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>516</th>\n      <td>344</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>517</th>\n      <td>281</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>518</th>\n      <td>275</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>519</th>\n      <td>200</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>520</th>\n      <td>151</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>521</th>\n      <td>164</td>\n      <td>20210316</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>522</th>\n      <td>103</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>523</th>\n      <td>88</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>524</th>\n      <td>120</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>525</th>\n      <td>67</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>526</th>\n      <td>67</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>527</th>\n      <td>87</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>528</th>\n      <td>180</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>529</th>\n      <td>331</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>530</th>\n      <td>320</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>531</th>\n      <td>416</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>532</th>\n      <td>397</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>533</th>\n      <td>356</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>534</th>\n      <td>396</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>535</th>\n      <td>352</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>536</th>\n      <td>348</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>537</th>\n      <td>301</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>538</th>\n      <td>260</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>539</th>\n      <td>260</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>540</th>\n      <td>220</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>541</th>\n      <td>228</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>542</th>\n      <td>292</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>543</th>\n      <td>158</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>544</th>\n      <td>156</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>545</th>\n      <td>140</td>\n      <td>20210317</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>546</th>\n      <td>97</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>547</th>\n      <td>90</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>548</th>\n      <td>84</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>549</th>\n      <td>84</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>550</th>\n      <td>60</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>551</th>\n      <td>86</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>552</th>\n      <td>164</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>553</th>\n      <td>308</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>554</th>\n      <td>372</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>555</th>\n      <td>368</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>556</th>\n      <td>396</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>557</th>\n      <td>388</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>558</th>\n      <td>372</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>559</th>\n      <td>332</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>560</th>\n      <td>328</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>561</th>\n      <td>280</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>562</th>\n      <td>248</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>563</th>\n      <td>216</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>564</th>\n      <td>255</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>565</th>\n      <td>248</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>566</th>\n      <td>240</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>567</th>\n      <td>160</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>568</th>\n      <td>152</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>569</th>\n      <td>116</td>\n      <td>20210318</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>570</th>\n      <td>107</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>571</th>\n      <td>90</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>572</th>\n      <td>81</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>573</th>\n      <td>103</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>574</th>\n      <td>47</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>575</th>\n      <td>65</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>576</th>\n      <td>136</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>577</th>\n      <td>312</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>578</th>\n      <td>320</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>579</th>\n      <td>349</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>580</th>\n      <td>328</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>581</th>\n      <td>332</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>582</th>\n      <td>300</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>583</th>\n      <td>304</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>584</th>\n      <td>287</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>585</th>\n      <td>256</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>586</th>\n      <td>240</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>587</th>\n      <td>192</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>588</th>\n      <td>209</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>589</th>\n      <td>192</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>590</th>\n      <td>184</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>591</th>\n      <td>137</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>592</th>\n      <td>152</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>593</th>\n      <td>111</td>\n      <td>20210319</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>594</th>\n      <td>88</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>595</th>\n      <td>60</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>596</th>\n      <td>72</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>597</th>\n      <td>87</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>598</th>\n      <td>60</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>599</th>\n      <td>86</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>600</th>\n      <td>167</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>601</th>\n      <td>276</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>602</th>\n      <td>277</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>603</th>\n      <td>312</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>604</th>\n      <td>348</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>605</th>\n      <td>321</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>606</th>\n      <td>268</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>607</th>\n      <td>268</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>608</th>\n      <td>336</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>609</th>\n      <td>248</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>610</th>\n      <td>197</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>611</th>\n      <td>229</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>612</th>\n      <td>192</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>613</th>\n      <td>173</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>614</th>\n      <td>177</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>615</th>\n      <td>168</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>616</th>\n      <td>133</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>617</th>\n      <td>101</td>\n      <td>20210320</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>618</th>\n      <td>88</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>619</th>\n      <td>84</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>620</th>\n      <td>75</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>621</th>\n      <td>120</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>622</th>\n      <td>65</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>623</th>\n      <td>76</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>624</th>\n      <td>100</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>625</th>\n      <td>104</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>626</th>\n      <td>150</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>627</th>\n      <td>148</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>628</th>\n      <td>200</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>629</th>\n      <td>173</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>630</th>\n      <td>197</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>631</th>\n      <td>204</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>632</th>\n      <td>193</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>633</th>\n      <td>192</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>634</th>\n      <td>164</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>635</th>\n      <td>132</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>636</th>\n      <td>146</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>637</th>\n      <td>133</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>638</th>\n      <td>148</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>639</th>\n      <td>125</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>640</th>\n      <td>111</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>641</th>\n      <td>120</td>\n      <td>20210321</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>642</th>\n      <td>130</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>643</th>\n      <td>60</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>644</th>\n      <td>75</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>645</th>\n      <td>51</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>646</th>\n      <td>80</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>647</th>\n      <td>90</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>648</th>\n      <td>72</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>649</th>\n      <td>110</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>650</th>\n      <td>90</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>651</th>\n      <td>144</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>652</th>\n      <td>132</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>653</th>\n      <td>128</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>654</th>\n      <td>136</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>655</th>\n      <td>128</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>656</th>\n      <td>144</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>657</th>\n      <td>145</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>658</th>\n      <td>120</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>659</th>\n      <td>138</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>660</th>\n      <td>151</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>661</th>\n      <td>103</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>662</th>\n      <td>115</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>663</th>\n      <td>133</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>664</th>\n      <td>85</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>665</th>\n      <td>128</td>\n      <td>20210322</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>666</th>\n      <td>61</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>667</th>\n      <td>106</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>668</th>\n      <td>71</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>669</th>\n      <td>90</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>670</th>\n      <td>53</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>671</th>\n      <td>60</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>672</th>\n      <td>127</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>673</th>\n      <td>244</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>674</th>\n      <td>269</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>675</th>\n      <td>280</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>676</th>\n      <td>277</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>677</th>\n      <td>228</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>678</th>\n      <td>232</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>679</th>\n      <td>260</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>680</th>\n      <td>236</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>681</th>\n      <td>259</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>682</th>\n      <td>209</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>683</th>\n      <td>177</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>684</th>\n      <td>180</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>685</th>\n      <td>176</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>686</th>\n      <td>173</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>687</th>\n      <td>140</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>688</th>\n      <td>125</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>689</th>\n      <td>112</td>\n      <td>20210323</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>690</th>\n      <td>88</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>691</th>\n      <td>74</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>692</th>\n      <td>60</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>693</th>\n      <td>60</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>694</th>\n      <td>30</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>695</th>\n      <td>80</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>696</th>\n      <td>103</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>697</th>\n      <td>232</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>698</th>\n      <td>276</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>699</th>\n      <td>269</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>700</th>\n      <td>261</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>701</th>\n      <td>251</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>702</th>\n      <td>268</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>703</th>\n      <td>264</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>704</th>\n      <td>296</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>705</th>\n      <td>208</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>706</th>\n      <td>188</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>707</th>\n      <td>176</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>708</th>\n      <td>216</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>709</th>\n      <td>152</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>710</th>\n      <td>184</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>711</th>\n      <td>168</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>712</th>\n      <td>127</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>713</th>\n      <td>94</td>\n      <td>20210324</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>714</th>\n      <td>100</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>715</th>\n      <td>71</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>716</th>\n      <td>78</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>717</th>\n      <td>60</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>718</th>\n      <td>30</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>719</th>\n      <td>60</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>720</th>\n      <td>120</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>721</th>\n      <td>208</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>722</th>\n      <td>276</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>723</th>\n      <td>240</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>724</th>\n      <td>213</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>725</th>\n      <td>276</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>726</th>\n      <td>228</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>727</th>\n      <td>232</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>728</th>\n      <td>272</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>729</th>\n      <td>228</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>730</th>\n      <td>193</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>731</th>\n      <td>197</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>732</th>\n      <td>208</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>733</th>\n      <td>180</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>734</th>\n      <td>157</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>735</th>\n      <td>147</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>736</th>\n      <td>144</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>737</th>\n      <td>89</td>\n      <td>20210325</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>738</th>\n      <td>87</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>739</th>\n      <td>87</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>740</th>\n      <td>70</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>741</th>\n      <td>60</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>742</th>\n      <td>60</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>743</th>\n      <td>60</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>744</th>\n      <td>159</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>745</th>\n      <td>198</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>746</th>\n      <td>257</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>747</th>\n      <td>236</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>748</th>\n      <td>256</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>749</th>\n      <td>228</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>750</th>\n      <td>256</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>751</th>\n      <td>235</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>752</th>\n      <td>237</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>753</th>\n      <td>247</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>754</th>\n      <td>184</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>755</th>\n      <td>187</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>756</th>\n      <td>189</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>757</th>\n      <td>172</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>758</th>\n      <td>172</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>759</th>\n      <td>157</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>760</th>\n      <td>124</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>761</th>\n      <td>106</td>\n      <td>20210326</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>762</th>\n      <td>63</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>763</th>\n      <td>75</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>764</th>\n      <td>103</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>765</th>\n      <td>38</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>766</th>\n      <td>90</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>767</th>\n      <td>59</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>768</th>\n      <td>120</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>769</th>\n      <td>196</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>770</th>\n      <td>260</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>771</th>\n      <td>232</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>772</th>\n      <td>268</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>773</th>\n      <td>252</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>774</th>\n      <td>249</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>775</th>\n      <td>300</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>776</th>\n      <td>272</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>777</th>\n      <td>220</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>778</th>\n      <td>192</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>779</th>\n      <td>208</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>780</th>\n      <td>180</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>781</th>\n      <td>189</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>782</th>\n      <td>161</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>783</th>\n      <td>128</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>784</th>\n      <td>124</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>785</th>\n      <td>150</td>\n      <td>20210327</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>786</th>\n      <td>97</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>787</th>\n      <td>180</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>788</th>\n      <td>80</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>789</th>\n      <td>68</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>790</th>\n      <td>50</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>791</th>\n      <td>60</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>792</th>\n      <td>75</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>793</th>\n      <td>111</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>794</th>\n      <td>127</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>795</th>\n      <td>128</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>796</th>\n      <td>173</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>797</th>\n      <td>144</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>798</th>\n      <td>200</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>799</th>\n      <td>128</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>800</th>\n      <td>164</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>801</th>\n      <td>196</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>802</th>\n      <td>152</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>803</th>\n      <td>129</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>804</th>\n      <td>119</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>805</th>\n      <td>121</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>806</th>\n      <td>155</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>807</th>\n      <td>127</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>808</th>\n      <td>125</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>809</th>\n      <td>80</td>\n      <td>20210328</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>810</th>\n      <td>83</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>811</th>\n      <td>70</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>812</th>\n      <td>94</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>813</th>\n      <td>70</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>814</th>\n      <td>60</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>815</th>\n      <td>75</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>816</th>\n      <td>75</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>817</th>\n      <td>81</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>818</th>\n      <td>108</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>819</th>\n      <td>105</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>820</th>\n      <td>115</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>821</th>\n      <td>114</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>822</th>\n      <td>132</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>823</th>\n      <td>125</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>824</th>\n      <td>130</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>825</th>\n      <td>151</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>826</th>\n      <td>141</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>827</th>\n      <td>124</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>828</th>\n      <td>124</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>829</th>\n      <td>132</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>830</th>\n      <td>111</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>831</th>\n      <td>136</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>832</th>\n      <td>108</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>833</th>\n      <td>100</td>\n      <td>20210329</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>834</th>\n      <td>73</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>835</th>\n      <td>70</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>836</th>\n      <td>67</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>837</th>\n      <td>60</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>838</th>\n      <td>54</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>839</th>\n      <td>120</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>840</th>\n      <td>111</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>841</th>\n      <td>220</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>842</th>\n      <td>193</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>843</th>\n      <td>200</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>844</th>\n      <td>221</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>845</th>\n      <td>192</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>846</th>\n      <td>216</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>847</th>\n      <td>228</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>848</th>\n      <td>244</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>849</th>\n      <td>180</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>850</th>\n      <td>160</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>851</th>\n      <td>167</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>852</th>\n      <td>152</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>853</th>\n      <td>175</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>854</th>\n      <td>188</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>855</th>\n      <td>131</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>856</th>\n      <td>125</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>857</th>\n      <td>91</td>\n      <td>20210330</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>858</th>\n      <td>75</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>859</th>\n      <td>82</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>860</th>\n      <td>90</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>861</th>\n      <td>51</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>862</th>\n      <td>60</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>863</th>\n      <td>75</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>864</th>\n      <td>104</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>865</th>\n      <td>159</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>866</th>\n      <td>192</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>867</th>\n      <td>192</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>868</th>\n      <td>209</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>869</th>\n      <td>172</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>870</th>\n      <td>195</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>871</th>\n      <td>196</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>872</th>\n      <td>252</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>873</th>\n      <td>217</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>874</th>\n      <td>156</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>875</th>\n      <td>145</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>876</th>\n      <td>142</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>877</th>\n      <td>154</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>878</th>\n      <td>160</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>879</th>\n      <td>136</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>880</th>\n      <td>140</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>881</th>\n      <td>88</td>\n      <td>20210331</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>882</th>\n      <td>71</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>883</th>\n      <td>49</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>884</th>\n      <td>48</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>885</th>\n      <td>120</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>886</th>\n      <td>45</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>887</th>\n      <td>40</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>888</th>\n      <td>42</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>889</th>\n      <td>96</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>890</th>\n      <td>116</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>891</th>\n      <td>136</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>892</th>\n      <td>140</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>893</th>\n      <td>135</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>894</th>\n      <td>144</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>895</th>\n      <td>164</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>896</th>\n      <td>177</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>897</th>\n      <td>165</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>898</th>\n      <td>132</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>899</th>\n      <td>132</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>900</th>\n      <td>113</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>901</th>\n      <td>133</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>902</th>\n      <td>156</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>903</th>\n      <td>155</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>904</th>\n      <td>141</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>905</th>\n      <td>108</td>\n      <td>20210501</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>906</th>\n      <td>76</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>907</th>\n      <td>54</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>908</th>\n      <td>53</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>909</th>\n      <td>100</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>910</th>\n      <td>48</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>911</th>\n      <td>52</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>912</th>\n      <td>76</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>913</th>\n      <td>131</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>914</th>\n      <td>168</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>915</th>\n      <td>232</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>916</th>\n      <td>189</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>917</th>\n      <td>188</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>918</th>\n      <td>196</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>919</th>\n      <td>248</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>920</th>\n      <td>240</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>921</th>\n      <td>180</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>922</th>\n      <td>144</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>923</th>\n      <td>156</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>924</th>\n      <td>140</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>925</th>\n      <td>148</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>926</th>\n      <td>179</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>927</th>\n      <td>232</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>928</th>\n      <td>176</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>929</th>\n      <td>121</td>\n      <td>20210502</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>930</th>\n      <td>71</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>931</th>\n      <td>40</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>932</th>\n      <td>45</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>933</th>\n      <td>62</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>934</th>\n      <td>52</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>935</th>\n      <td>52</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>936</th>\n      <td>112</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>937</th>\n      <td>120</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>938</th>\n      <td>164</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>939</th>\n      <td>264</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>940</th>\n      <td>156</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>941</th>\n      <td>160</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>942</th>\n      <td>161</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>943</th>\n      <td>159</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>944</th>\n      <td>196</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>945</th>\n      <td>163</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>946</th>\n      <td>169</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>947</th>\n      <td>121</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>948</th>\n      <td>120</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>949</th>\n      <td>186</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>950</th>\n      <td>213</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>951</th>\n      <td>291</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>952</th>\n      <td>173</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>953</th>\n      <td>156</td>\n      <td>20210503</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>954</th>\n      <td>93</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>955</th>\n      <td>64</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>956</th>\n      <td>45</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>957</th>\n      <td>59</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>958</th>\n      <td>36</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>959</th>\n      <td>75</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>960</th>\n      <td>140</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>961</th>\n      <td>272</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>962</th>\n      <td>364</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>963</th>\n      <td>332</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>964</th>\n      <td>348</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>965</th>\n      <td>343</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>966</th>\n      <td>440</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>967</th>\n      <td>408</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>968</th>\n      <td>456</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>969</th>\n      <td>431</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>970</th>\n      <td>252</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>971</th>\n      <td>260</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>972</th>\n      <td>216</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>973</th>\n      <td>197</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>974</th>\n      <td>260</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>975</th>\n      <td>284</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>976</th>\n      <td>185</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>977</th>\n      <td>116</td>\n      <td>20210504</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>978</th>\n      <td>97</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>979</th>\n      <td>40</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>980</th>\n      <td>52</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>981</th>\n      <td>48</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>982</th>\n      <td>40</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>983</th>\n      <td>56</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>984</th>\n      <td>152</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>985</th>\n      <td>264</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>986</th>\n      <td>320</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>987</th>\n      <td>408</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>988</th>\n      <td>465</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>989</th>\n      <td>376</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>990</th>\n      <td>365</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>991</th>\n      <td>351</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>992</th>\n      <td>448</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>993</th>\n      <td>356</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>994</th>\n      <td>249</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>995</th>\n      <td>297</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>996</th>\n      <td>268</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>997</th>\n      <td>197</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>998</th>\n      <td>268</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>999</th>\n      <td>328</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>1000</th>\n      <td>204</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>1001</th>\n      <td>152</td>\n      <td>20210505</td>\n      <td>40.0</td>\n    </tr>\n    <tr>\n      <th>1002</th>\n      <td>105</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1003</th>\n      <td>68</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1004</th>\n      <td>80</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1005</th>\n      <td>44</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1006</th>\n      <td>120</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1007</th>\n      <td>65</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1008</th>\n      <td>132</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1009</th>\n      <td>259</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1010</th>\n      <td>300</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1011</th>\n      <td>352</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1012</th>\n      <td>373</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1013</th>\n      <td>392</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1014</th>\n      <td>344</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1015</th>\n      <td>388</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1016</th>\n      <td>379</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1017</th>\n      <td>394</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1018</th>\n      <td>272</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1019</th>\n      <td>221</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1020</th>\n      <td>240</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1021</th>\n      <td>276</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1022</th>\n      <td>352</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1023</th>\n      <td>296</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1024</th>\n      <td>296</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1025</th>\n      <td>192</td>\n      <td>20210506</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1026</th>\n      <td>75</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1027</th>\n      <td>68</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1028</th>\n      <td>56</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1029</th>\n      <td>54</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1030</th>\n      <td>30</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1031</th>\n      <td>72</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1032</th>\n      <td>148</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1033</th>\n      <td>312</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1034</th>\n      <td>316</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1035</th>\n      <td>400</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1036</th>\n      <td>425</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1037</th>\n      <td>392</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1038</th>\n      <td>384</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1039</th>\n      <td>395</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1040</th>\n      <td>453</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1041</th>\n      <td>367</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1042</th>\n      <td>267</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1043</th>\n      <td>243</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1044</th>\n      <td>244</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1045</th>\n      <td>212</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1046</th>\n      <td>307</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1047</th>\n      <td>280</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1048</th>\n      <td>215</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1049</th>\n      <td>147</td>\n      <td>20210507</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1050</th>\n      <td>92</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1051</th>\n      <td>72</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1052</th>\n      <td>49</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1053</th>\n      <td>96</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1054</th>\n      <td>32</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1055</th>\n      <td>86</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1056</th>\n      <td>140</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1057</th>\n      <td>232</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1058</th>\n      <td>297</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1059</th>\n      <td>352</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1060</th>\n      <td>416</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1061</th>\n      <td>384</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1062</th>\n      <td>444</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1063</th>\n      <td>383</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1064</th>\n      <td>444</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1065</th>\n      <td>373</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1066</th>\n      <td>284</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1067</th>\n      <td>244</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1068</th>\n      <td>223</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1069</th>\n      <td>200</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1070</th>\n      <td>329</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1071</th>\n      <td>392</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1072</th>\n      <td>272</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1073</th>\n      <td>150</td>\n      <td>20210508</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1074</th>\n      <td>96</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1075</th>\n      <td>52</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1076</th>\n      <td>64</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1077</th>\n      <td>54</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1078</th>\n      <td>51</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1079</th>\n      <td>60</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1080</th>\n      <td>78</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1081</th>\n      <td>172</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1082</th>\n      <td>213</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1083</th>\n      <td>284</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1084</th>\n      <td>236</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1085</th>\n      <td>212</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1086</th>\n      <td>216</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1087</th>\n      <td>233</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1088</th>\n      <td>264</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1089</th>\n      <td>252</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1090</th>\n      <td>164</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1091</th>\n      <td>168</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1092</th>\n      <td>155</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1093</th>\n      <td>196</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1094</th>\n      <td>259</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1095</th>\n      <td>367</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1096</th>\n      <td>264</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1097</th>\n      <td>156</td>\n      <td>20210509</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1098</th>\n      <td>96</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1099</th>\n      <td>52</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1100</th>\n      <td>69</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1101</th>\n      <td>40</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1102</th>\n      <td>56</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1103</th>\n      <td>44</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1104</th>\n      <td>64</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1105</th>\n      <td>84</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1106</th>\n      <td>179</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1107</th>\n      <td>273</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1108</th>\n      <td>172</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1109</th>\n      <td>161</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1110</th>\n      <td>228</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1111</th>\n      <td>244</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1112</th>\n      <td>200</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1113</th>\n      <td>173</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1114</th>\n      <td>176</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1115</th>\n      <td>139</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1116</th>\n      <td>156</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1117</th>\n      <td>172</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1118</th>\n      <td>257</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1119</th>\n      <td>396</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1120</th>\n      <td>232</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1121</th>\n      <td>140</td>\n      <td>20210510</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>1122</th>\n      <td>80</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1123</th>\n      <td>65</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1124</th>\n      <td>56</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1125</th>\n      <td>40</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1126</th>\n      <td>49</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1127</th>\n      <td>60</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1128</th>\n      <td>133</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1129</th>\n      <td>308</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1130</th>\n      <td>401</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1131</th>\n      <td>480</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1132</th>\n      <td>421</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1133</th>\n      <td>420</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1134</th>\n      <td>420</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1135</th>\n      <td>408</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1136</th>\n      <td>431</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1137</th>\n      <td>340</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1138</th>\n      <td>300</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1139</th>\n      <td>312</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1140</th>\n      <td>248</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1141</th>\n      <td>340</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1142</th>\n      <td>240</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1143</th>\n      <td>296</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1144</th>\n      <td>240</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1145</th>\n      <td>120</td>\n      <td>20210511</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1146</th>\n      <td>120</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1147</th>\n      <td>64</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1148</th>\n      <td>72</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1149</th>\n      <td>32</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1150</th>\n      <td>44</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1151</th>\n      <td>111</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1152</th>\n      <td>153</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1153</th>\n      <td>247</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1154</th>\n      <td>380</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1155</th>\n      <td>469</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1156</th>\n      <td>408</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1157</th>\n      <td>428</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1158</th>\n      <td>409</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1159</th>\n      <td>396</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1160</th>\n      <td>428</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1161</th>\n      <td>400</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1162</th>\n      <td>296</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1163</th>\n      <td>284</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1164</th>\n      <td>296</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1165</th>\n      <td>248</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1166</th>\n      <td>245</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1167</th>\n      <td>248</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1168</th>\n      <td>192</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1169</th>\n      <td>160</td>\n      <td>20210512</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>1170</th>\n      <td>80</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1171</th>\n      <td>51</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1172</th>\n      <td>52</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1173</th>\n      <td>44</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1174</th>\n      <td>60</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1175</th>\n      <td>60</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1176</th>\n      <td>156</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1177</th>\n      <td>300</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1178</th>\n      <td>369</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1179</th>\n      <td>431</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1180</th>\n      <td>405</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1181</th>\n      <td>448</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1182</th>\n      <td>428</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1183</th>\n      <td>428</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1184</th>\n      <td>396</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1185</th>\n      <td>336</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1186</th>\n      <td>284</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1187</th>\n      <td>272</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1188</th>\n      <td>264</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1189</th>\n      <td>288</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1190</th>\n      <td>309</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1191</th>\n      <td>348</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1192</th>\n      <td>273</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1193</th>\n      <td>136</td>\n      <td>20210513</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>1194</th>\n      <td>96</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1195</th>\n      <td>60</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1196</th>\n      <td>36</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1197</th>\n      <td>60</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1198</th>\n      <td>51</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1199</th>\n      <td>65</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1200</th>\n      <td>105</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1201</th>\n      <td>276</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1202</th>\n      <td>340</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1203</th>\n      <td>412</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1204</th>\n      <td>424</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1205</th>\n      <td>459</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1206</th>\n      <td>428</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1207</th>\n      <td>401</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1208</th>\n      <td>504</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1209</th>\n      <td>403</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1210</th>\n      <td>307</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1211</th>\n      <td>288</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1212</th>\n      <td>301</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1213</th>\n      <td>296</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1214</th>\n      <td>263</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1215</th>\n      <td>252</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1216</th>\n      <td>183</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1217</th>\n      <td>144</td>\n      <td>20210514</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>1218</th>\n      <td>89</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1219</th>\n      <td>80</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1220</th>\n      <td>52</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1221</th>\n      <td>80</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1222</th>\n      <td>36</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1223</th>\n      <td>36</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1224</th>\n      <td>92</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1225</th>\n      <td>140</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1226</th>\n      <td>212</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1227</th>\n      <td>280</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1228</th>\n      <td>232</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1229</th>\n      <td>228</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1230</th>\n      <td>224</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1231</th>\n      <td>281</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1232</th>\n      <td>272</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1233</th>\n      <td>239</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1234</th>\n      <td>217</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1235</th>\n      <td>179</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1236</th>\n      <td>191</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1237</th>\n      <td>164</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1238</th>\n      <td>240</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1239</th>\n      <td>216</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1240</th>\n      <td>176</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1241</th>\n      <td>164</td>\n      <td>20210515</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>1242</th>\n      <td>125</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1243</th>\n      <td>57</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1244</th>\n      <td>76</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1245</th>\n      <td>44</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1246</th>\n      <td>64</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1247</th>\n      <td>52</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1248</th>\n      <td>76</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1249</th>\n      <td>112</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1250</th>\n      <td>172</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1251</th>\n      <td>288</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1252</th>\n      <td>236</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1253</th>\n      <td>236</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1254</th>\n      <td>248</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1255</th>\n      <td>280</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1256</th>\n      <td>268</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1257</th>\n      <td>252</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1258</th>\n      <td>193</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1259</th>\n      <td>172</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1260</th>\n      <td>212</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1261</th>\n      <td>201</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1262</th>\n      <td>312</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1263</th>\n      <td>444</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1264</th>\n      <td>284</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1265</th>\n      <td>148</td>\n      <td>20210516</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>1266</th>\n      <td>112</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1267</th>\n      <td>63</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1268</th>\n      <td>52</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1269</th>\n      <td>48</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1270</th>\n      <td>67</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1271</th>\n      <td>69</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1272</th>\n      <td>60</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1273</th>\n      <td>106</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1274</th>\n      <td>148</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1275</th>\n      <td>329</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1276</th>\n      <td>221</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1277</th>\n      <td>200</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1278</th>\n      <td>192</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1279</th>\n      <td>200</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1280</th>\n      <td>232</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1281</th>\n      <td>171</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1282</th>\n      <td>161</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1283</th>\n      <td>152</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1284</th>\n      <td>164</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1285</th>\n      <td>168</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1286</th>\n      <td>316</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1287</th>\n      <td>408</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1288</th>\n      <td>228</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1289</th>\n      <td>192</td>\n      <td>20210517</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>1290</th>\n      <td>80</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1291</th>\n      <td>68</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1292</th>\n      <td>68</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1293</th>\n      <td>51</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1294</th>\n      <td>51</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1295</th>\n      <td>61</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1296</th>\n      <td>180</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1297</th>\n      <td>256</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1298</th>\n      <td>429</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1299</th>\n      <td>420</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1300</th>\n      <td>459</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1301</th>\n      <td>437</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1302</th>\n      <td>452</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1303</th>\n      <td>453</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1304</th>\n      <td>472</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1305</th>\n      <td>440</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1306</th>\n      <td>320</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1307</th>\n      <td>336</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1308</th>\n      <td>360</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1309</th>\n      <td>312</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1310</th>\n      <td>326</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1311</th>\n      <td>333</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1312</th>\n      <td>275</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1313</th>\n      <td>133</td>\n      <td>20210518</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1314</th>\n      <td>104</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1315</th>\n      <td>76</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1316</th>\n      <td>60</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1317</th>\n      <td>52</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1318</th>\n      <td>55</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1319</th>\n      <td>51</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1320</th>\n      <td>164</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1321</th>\n      <td>300</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1322</th>\n      <td>412</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1323</th>\n      <td>464</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1324</th>\n      <td>455</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1325</th>\n      <td>420</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1326</th>\n      <td>485</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1327</th>\n      <td>471</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1328</th>\n      <td>500</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1329</th>\n      <td>432</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1330</th>\n      <td>376</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1331</th>\n      <td>296</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1332</th>\n      <td>305</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1333</th>\n      <td>312</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1334</th>\n      <td>285</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1335</th>\n      <td>368</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1336</th>\n      <td>260</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1337</th>\n      <td>181</td>\n      <td>20210519</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>1338</th>\n      <td>104</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1339</th>\n      <td>52</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1340</th>\n      <td>45</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1341</th>\n      <td>60</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1342</th>\n      <td>60</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1343</th>\n      <td>72</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1344</th>\n      <td>159</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1345</th>\n      <td>304</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1346</th>\n      <td>424</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1347</th>\n      <td>507</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1348</th>\n      <td>489</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1349</th>\n      <td>497</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1350</th>\n      <td>496</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1351</th>\n      <td>510</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1352</th>\n      <td>552</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1353</th>\n      <td>391</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1354</th>\n      <td>359</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1355</th>\n      <td>340</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1356</th>\n      <td>348</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1357</th>\n      <td>272</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1358</th>\n      <td>268</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1359</th>\n      <td>348</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1360</th>\n      <td>292</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1361</th>\n      <td>192</td>\n      <td>20210520</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1362</th>\n      <td>93</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1363</th>\n      <td>81</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1364</th>\n      <td>52</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1365</th>\n      <td>55</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1366</th>\n      <td>40</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1367</th>\n      <td>80</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1368</th>\n      <td>152</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1369</th>\n      <td>308</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1370</th>\n      <td>456</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1371</th>\n      <td>463</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1372</th>\n      <td>508</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1373</th>\n      <td>448</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1374</th>\n      <td>461</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1375</th>\n      <td>504</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1376</th>\n      <td>541</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1377</th>\n      <td>420</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1378</th>\n      <td>368</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1379</th>\n      <td>344</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1380</th>\n      <td>308</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1381</th>\n      <td>345</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1382</th>\n      <td>336</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1383</th>\n      <td>365</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1384</th>\n      <td>300</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1385</th>\n      <td>220</td>\n      <td>20210521</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>1386</th>\n      <td>128</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1387</th>\n      <td>71</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1388</th>\n      <td>48</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1389</th>\n      <td>56</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1390</th>\n      <td>64</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1391</th>\n      <td>61</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1392</th>\n      <td>169</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1393</th>\n      <td>344</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1394</th>\n      <td>376</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1395</th>\n      <td>437</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1396</th>\n      <td>485</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1397</th>\n      <td>477</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1398</th>\n      <td>495</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1399</th>\n      <td>471</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1400</th>\n      <td>540</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1401</th>\n      <td>413</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1402</th>\n      <td>364</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1403</th>\n      <td>392</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1404</th>\n      <td>340</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1405</th>\n      <td>315</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1406</th>\n      <td>320</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1407</th>\n      <td>412</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1408</th>\n      <td>329</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1409</th>\n      <td>219</td>\n      <td>20210522</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1410</th>\n      <td>117</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1411</th>\n      <td>75</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1412</th>\n      <td>59</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1413</th>\n      <td>65</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1414</th>\n      <td>55</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1415</th>\n      <td>28</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1416</th>\n      <td>120</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1417</th>\n      <td>140</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1418</th>\n      <td>228</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1419</th>\n      <td>345</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1420</th>\n      <td>319</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1421</th>\n      <td>401</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1422</th>\n      <td>488</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1423</th>\n      <td>320</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1424</th>\n      <td>292</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1425</th>\n      <td>296</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1426</th>\n      <td>228</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1427</th>\n      <td>217</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1428</th>\n      <td>195</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1429</th>\n      <td>232</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1430</th>\n      <td>248</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1431</th>\n      <td>384</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1432</th>\n      <td>276</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1433</th>\n      <td>260</td>\n      <td>20210523</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1434</th>\n      <td>164</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1435</th>\n      <td>88</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1436</th>\n      <td>55</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1437</th>\n      <td>65</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1438</th>\n      <td>45</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1439</th>\n      <td>90</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1440</th>\n      <td>60</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1441</th>\n      <td>109</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1442</th>\n      <td>224</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1443</th>\n      <td>305</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1444</th>\n      <td>225</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1445</th>\n      <td>228</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1446</th>\n      <td>212</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1447</th>\n      <td>248</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1448</th>\n      <td>232</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1449</th>\n      <td>187</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1450</th>\n      <td>184</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1451</th>\n      <td>159</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1452</th>\n      <td>176</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1453</th>\n      <td>189</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1454</th>\n      <td>292</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1455</th>\n      <td>325</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1456</th>\n      <td>308</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1457</th>\n      <td>219</td>\n      <td>20210524</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1458</th>\n      <td>100</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1459</th>\n      <td>109</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1460</th>\n      <td>60</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1461</th>\n      <td>40</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1462</th>\n      <td>36</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1463</th>\n      <td>80</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1464</th>\n      <td>192</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1465</th>\n      <td>396</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1466</th>\n      <td>472</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1467</th>\n      <td>616</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1468</th>\n      <td>612</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1469</th>\n      <td>576</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1470</th>\n      <td>583</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1471</th>\n      <td>664</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1472</th>\n      <td>531</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1473</th>\n      <td>495</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1474</th>\n      <td>452</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1475</th>\n      <td>468</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1476</th>\n      <td>464</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1477</th>\n      <td>448</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1478</th>\n      <td>424</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1479</th>\n      <td>460</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1480</th>\n      <td>348</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1481</th>\n      <td>284</td>\n      <td>20210525</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>1482</th>\n      <td>172</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1483</th>\n      <td>129</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1484</th>\n      <td>89</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1485</th>\n      <td>100</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1486</th>\n      <td>60</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1487</th>\n      <td>68</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1488</th>\n      <td>213</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1489</th>\n      <td>340</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1490</th>\n      <td>440</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1491</th>\n      <td>545</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1492</th>\n      <td>524</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1493</th>\n      <td>555</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1494</th>\n      <td>617</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1495</th>\n      <td>576</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1496</th>\n      <td>588</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1497</th>\n      <td>544</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1498</th>\n      <td>412</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1499</th>\n      <td>441</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1500</th>\n      <td>488</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1501</th>\n      <td>512</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1502</th>\n      <td>480</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1503</th>\n      <td>449</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1504</th>\n      <td>356</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1505</th>\n      <td>252</td>\n      <td>20210526</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>1506</th>\n      <td>172</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1507</th>\n      <td>109</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1508</th>\n      <td>136</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1509</th>\n      <td>73</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1510</th>\n      <td>48</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1511</th>\n      <td>80</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1512</th>\n      <td>168</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1513</th>\n      <td>380</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1514</th>\n      <td>451</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1515</th>\n      <td>572</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1516</th>\n      <td>555</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1517</th>\n      <td>716</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1518</th>\n      <td>608</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1519</th>\n      <td>633</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1520</th>\n      <td>612</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1521</th>\n      <td>479</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1522</th>\n      <td>449</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1523</th>\n      <td>480</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1524</th>\n      <td>485</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1525</th>\n      <td>464</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1526</th>\n      <td>456</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1527</th>\n      <td>412</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1528</th>\n      <td>339</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1529</th>\n      <td>323</td>\n      <td>20210527</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1530</th>\n      <td>204</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1531</th>\n      <td>124</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1532</th>\n      <td>124</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1533</th>\n      <td>83</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1534</th>\n      <td>79</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1535</th>\n      <td>70</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1536</th>\n      <td>120</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1537</th>\n      <td>359</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1538</th>\n      <td>440</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1539</th>\n      <td>544</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1540</th>\n      <td>524</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1541</th>\n      <td>608</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1542</th>\n      <td>552</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1543</th>\n      <td>559</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1544</th>\n      <td>644</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1545</th>\n      <td>564</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1546</th>\n      <td>424</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1547</th>\n      <td>454</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1548</th>\n      <td>481</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1549</th>\n      <td>479</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1550</th>\n      <td>477</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1551</th>\n      <td>452</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1552</th>\n      <td>348</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1553</th>\n      <td>332</td>\n      <td>20210528</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>1554</th>\n      <td>204</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1555</th>\n      <td>175</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1556</th>\n      <td>172</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1557</th>\n      <td>111</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1558</th>\n      <td>55</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1559</th>\n      <td>71</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1560</th>\n      <td>168</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1561</th>\n      <td>372</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1562</th>\n      <td>467</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1563</th>\n      <td>561</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1564</th>\n      <td>655</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1565</th>\n      <td>628</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1566</th>\n      <td>604</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1567</th>\n      <td>568</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1568</th>\n      <td>685</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1569</th>\n      <td>549</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1570</th>\n      <td>444</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1571</th>\n      <td>468</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1572</th>\n      <td>480</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1573</th>\n      <td>517</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1574</th>\n      <td>442</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1575</th>\n      <td>496</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1576</th>\n      <td>416</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1577</th>\n      <td>319</td>\n      <td>20210529</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>1578</th>\n      <td>253</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1579</th>\n      <td>184</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1580</th>\n      <td>164</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1581</th>\n      <td>149</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1582</th>\n      <td>100</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1583</th>\n      <td>108</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1584</th>\n      <td>85</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1585</th>\n      <td>152</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1586</th>\n      <td>180</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1587</th>\n      <td>284</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1588</th>\n      <td>319</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1589</th>\n      <td>415</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1590</th>\n      <td>499</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1591</th>\n      <td>516</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1592</th>\n      <td>500</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1593</th>\n      <td>428</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1594</th>\n      <td>384</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1595</th>\n      <td>384</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1596</th>\n      <td>400</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1597</th>\n      <td>484</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1598</th>\n      <td>580</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1599</th>\n      <td>624</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1600</th>\n      <td>528</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1601</th>\n      <td>416</td>\n      <td>20210530</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>1602</th>\n      <td>293</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1603</th>\n      <td>215</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1604</th>\n      <td>169</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1605</th>\n      <td>211</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1606</th>\n      <td>148</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1607</th>\n      <td>116</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1608</th>\n      <td>152</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1609</th>\n      <td>140</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1610</th>\n      <td>139</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1611</th>\n      <td>243</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1612</th>\n      <td>232</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1613</th>\n      <td>321</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1614</th>\n      <td>412</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1615</th>\n      <td>488</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1616</th>\n      <td>383</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1617</th>\n      <td>373</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1618</th>\n      <td>321</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1619</th>\n      <td>413</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1620</th>\n      <td>481</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1621</th>\n      <td>484</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1622</th>\n      <td>429</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1623</th>\n      <td>392</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1624</th>\n      <td>341</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1625</th>\n      <td>252</td>\n      <td>20210531</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>1626</th>\n      <td>164</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1627</th>\n      <td>156</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1628</th>\n      <td>101</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1629</th>\n      <td>73</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1630</th>\n      <td>51</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1631</th>\n      <td>96</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1632</th>\n      <td>195</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1633</th>\n      <td>328</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1634</th>\n      <td>504</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1635</th>\n      <td>608</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1636</th>\n      <td>616</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1637</th>\n      <td>630</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1638</th>\n      <td>600</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1639</th>\n      <td>609</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1640</th>\n      <td>640</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1641</th>\n      <td>519</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1642</th>\n      <td>487</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1643</th>\n      <td>496</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1644</th>\n      <td>496</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1645</th>\n      <td>508</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1646</th>\n      <td>568</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1647</th>\n      <td>448</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1648</th>\n      <td>447</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1649</th>\n      <td>277</td>\n      <td>20210601</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1650</th>\n      <td>184</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1651</th>\n      <td>152</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1652</th>\n      <td>116</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1653</th>\n      <td>92</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1654</th>\n      <td>51</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1655</th>\n      <td>75</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1656</th>\n      <td>165</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1657</th>\n      <td>329</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1658</th>\n      <td>485</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1659</th>\n      <td>624</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1660</th>\n      <td>613</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1661</th>\n      <td>603</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1662</th>\n      <td>640</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1663</th>\n      <td>641</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1664</th>\n      <td>644</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1665</th>\n      <td>576</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1666</th>\n      <td>472</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1667</th>\n      <td>511</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1668</th>\n      <td>568</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1669</th>\n      <td>588</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1670</th>\n      <td>561</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1671</th>\n      <td>472</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1672</th>\n      <td>436</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1673</th>\n      <td>320</td>\n      <td>20210602</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1674</th>\n      <td>216</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1675</th>\n      <td>159</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1676</th>\n      <td>124</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1677</th>\n      <td>108</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1678</th>\n      <td>52</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1679</th>\n      <td>87</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1680</th>\n      <td>188</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1681</th>\n      <td>348</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1682</th>\n      <td>490</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1683</th>\n      <td>616</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1684</th>\n      <td>584</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1685</th>\n      <td>652</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1686</th>\n      <td>651</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1687</th>\n      <td>645</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1688</th>\n      <td>659</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1689</th>\n      <td>596</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1690</th>\n      <td>536</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1691</th>\n      <td>612</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1692</th>\n      <td>572</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1693</th>\n      <td>532</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1694</th>\n      <td>524</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1695</th>\n      <td>524</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1696</th>\n      <td>432</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1697</th>\n      <td>324</td>\n      <td>20210603</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>1698</th>\n      <td>276</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1699</th>\n      <td>156</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1700</th>\n      <td>165</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1701</th>\n      <td>92</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1702</th>\n      <td>60</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1703</th>\n      <td>96</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1704</th>\n      <td>200</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1705</th>\n      <td>420</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1706</th>\n      <td>467</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1707</th>\n      <td>600</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1708</th>\n      <td>604</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1709</th>\n      <td>592</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1710</th>\n      <td>641</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1711</th>\n      <td>713</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1712</th>\n      <td>668</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1713</th>\n      <td>507</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1714</th>\n      <td>500</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1715</th>\n      <td>512</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1716</th>\n      <td>589</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1717</th>\n      <td>544</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1718</th>\n      <td>532</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1719</th>\n      <td>568</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1720</th>\n      <td>448</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1721</th>\n      <td>332</td>\n      <td>20210604</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>1722</th>\n      <td>287</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1723</th>\n      <td>216</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1724</th>\n      <td>192</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1725</th>\n      <td>140</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1726</th>\n      <td>88</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1727</th>\n      <td>89</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1728</th>\n      <td>196</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1729</th>\n      <td>388</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1730</th>\n      <td>465</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1731</th>\n      <td>560</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1732</th>\n      <td>660</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1733</th>\n      <td>707</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1734</th>\n      <td>716</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1735</th>\n      <td>672</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1736</th>\n      <td>736</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1737</th>\n      <td>643</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1738</th>\n      <td>565</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1739</th>\n      <td>556</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1740</th>\n      <td>592</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1741</th>\n      <td>568</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1742</th>\n      <td>584</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1743</th>\n      <td>620</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1744</th>\n      <td>581</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1745</th>\n      <td>464</td>\n      <td>20210605</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1746</th>\n      <td>400</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1747</th>\n      <td>272</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1748</th>\n      <td>268</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1749</th>\n      <td>268</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1750</th>\n      <td>192</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1751</th>\n      <td>145</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1752</th>\n      <td>125</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1753</th>\n      <td>172</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1754</th>\n      <td>203</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1755</th>\n      <td>348</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1756</th>\n      <td>341</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1757</th>\n      <td>416</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1758</th>\n      <td>520</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1759</th>\n      <td>552</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1760</th>\n      <td>557</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1761</th>\n      <td>464</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1762</th>\n      <td>416</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1763</th>\n      <td>413</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1764</th>\n      <td>544</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1765</th>\n      <td>603</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1766</th>\n      <td>628</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1767</th>\n      <td>640</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1768</th>\n      <td>572</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1769</th>\n      <td>464</td>\n      <td>20210606</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1770</th>\n      <td>500</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1771</th>\n      <td>356</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1772</th>\n      <td>336</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1773</th>\n      <td>316</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1774</th>\n      <td>188</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1775</th>\n      <td>116</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1776</th>\n      <td>104</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1777</th>\n      <td>136</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1778</th>\n      <td>155</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1779</th>\n      <td>291</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1780</th>\n      <td>256</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1781</th>\n      <td>355</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1782</th>\n      <td>380</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1783</th>\n      <td>495</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1784</th>\n      <td>475</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1785</th>\n      <td>433</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1786</th>\n      <td>379</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1787</th>\n      <td>416</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1788</th>\n      <td>516</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1789</th>\n      <td>532</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1790</th>\n      <td>536</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1791</th>\n      <td>488</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1792</th>\n      <td>432</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1793</th>\n      <td>304</td>\n      <td>20210607</td>\n      <td>49.0</td>\n    </tr>\n    <tr>\n      <th>1794</th>\n      <td>261</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1795</th>\n      <td>216</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1796</th>\n      <td>112</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1797</th>\n      <td>93</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1798</th>\n      <td>68</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1799</th>\n      <td>76</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1800</th>\n      <td>184</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1801</th>\n      <td>416</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1802</th>\n      <td>572</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1803</th>\n      <td>608</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1804</th>\n      <td>653</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1805</th>\n      <td>744</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1806</th>\n      <td>668</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1807</th>\n      <td>728</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1808</th>\n      <td>675</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1809</th>\n      <td>599</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1810</th>\n      <td>561</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1811</th>\n      <td>574</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1812</th>\n      <td>548</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1813</th>\n      <td>520</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1814</th>\n      <td>545</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1815</th>\n      <td>488</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1816</th>\n      <td>401</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1817</th>\n      <td>316</td>\n      <td>20210608</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1818</th>\n      <td>231</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1819</th>\n      <td>156</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1820</th>\n      <td>100</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1821</th>\n      <td>67</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1822</th>\n      <td>67</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1823</th>\n      <td>82</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1824</th>\n      <td>204</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1825</th>\n      <td>428</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1826</th>\n      <td>549</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1827</th>\n      <td>664</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1828</th>\n      <td>624</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1829</th>\n      <td>690</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1830</th>\n      <td>668</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1831</th>\n      <td>684</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1832</th>\n      <td>744</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1833</th>\n      <td>687</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1834</th>\n      <td>560</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1835</th>\n      <td>629</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1836</th>\n      <td>620</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1837</th>\n      <td>597</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1838</th>\n      <td>693</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1839</th>\n      <td>565</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1840</th>\n      <td>456</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1841</th>\n      <td>396</td>\n      <td>20210609</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1842</th>\n      <td>345</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1843</th>\n      <td>188</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1844</th>\n      <td>156</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1845</th>\n      <td>95</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1846</th>\n      <td>56</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1847</th>\n      <td>92</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1848</th>\n      <td>163</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1849</th>\n      <td>412</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1850</th>\n      <td>640</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1851</th>\n      <td>641</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1852</th>\n      <td>657</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1853</th>\n      <td>707</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1854</th>\n      <td>752</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1855</th>\n      <td>668</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1856</th>\n      <td>612</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1857</th>\n      <td>613</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1858</th>\n      <td>587</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1859</th>\n      <td>583</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1860</th>\n      <td>600</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1861</th>\n      <td>613</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1862</th>\n      <td>612</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1863</th>\n      <td>564</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1864</th>\n      <td>456</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1865</th>\n      <td>348</td>\n      <td>20210610</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>1866</th>\n      <td>337</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1867</th>\n      <td>216</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1868</th>\n      <td>212</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1869</th>\n      <td>116</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1870</th>\n      <td>97</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1871</th>\n      <td>92</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1872</th>\n      <td>216</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1873</th>\n      <td>388</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1874</th>\n      <td>625</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1875</th>\n      <td>767</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1876</th>\n      <td>724</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1877</th>\n      <td>788</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1878</th>\n      <td>739</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1879</th>\n      <td>757</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1880</th>\n      <td>752</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1881</th>\n      <td>721</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1882</th>\n      <td>600</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1883</th>\n      <td>596</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1884</th>\n      <td>592</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1885</th>\n      <td>640</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1886</th>\n      <td>677</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1887</th>\n      <td>608</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1888</th>\n      <td>524</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1889</th>\n      <td>428</td>\n      <td>20210611</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>1890</th>\n      <td>360</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1891</th>\n      <td>292</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1892</th>\n      <td>188</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1893</th>\n      <td>184</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1894</th>\n      <td>104</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1895</th>\n      <td>100</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1896</th>\n      <td>193</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1897</th>\n      <td>400</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1898</th>\n      <td>536</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1899</th>\n      <td>671</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1900</th>\n      <td>713</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1901</th>\n      <td>644</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1902</th>\n      <td>712</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1903</th>\n      <td>700</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1904</th>\n      <td>757</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1905</th>\n      <td>696</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1906</th>\n      <td>564</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1907</th>\n      <td>600</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1908</th>\n      <td>588</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1909</th>\n      <td>669</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1910</th>\n      <td>653</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1911</th>\n      <td>624</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1912</th>\n      <td>572</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1913</th>\n      <td>488</td>\n      <td>20210612</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>1914</th>\n      <td>401</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1915</th>\n      <td>308</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1916</th>\n      <td>268</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1917</th>\n      <td>252</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1918</th>\n      <td>272</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1919</th>\n      <td>152</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1920</th>\n      <td>133</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1921</th>\n      <td>188</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1922</th>\n      <td>248</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1923</th>\n      <td>324</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1924</th>\n      <td>416</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1925</th>\n      <td>459</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1926</th>\n      <td>572</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1927</th>\n      <td>672</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1928</th>\n      <td>680</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1929</th>\n      <td>607</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1930</th>\n      <td>524</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1931</th>\n      <td>516</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1932</th>\n      <td>617</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1933</th>\n      <td>693</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1934</th>\n      <td>716</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1935</th>\n      <td>752</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1936</th>\n      <td>699</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1937</th>\n      <td>692</td>\n      <td>20210613</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>1938</th>\n      <td>512</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1939</th>\n      <td>496</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1940</th>\n      <td>364</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1941</th>\n      <td>324</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1942</th>\n      <td>313</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1943</th>\n      <td>179</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1944</th>\n      <td>140</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1945</th>\n      <td>160</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1946</th>\n      <td>149</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1947</th>\n      <td>240</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1948</th>\n      <td>280</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1949</th>\n      <td>420</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1950</th>\n      <td>484</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1951</th>\n      <td>584</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1952</th>\n      <td>544</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1953</th>\n      <td>568</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1954</th>\n      <td>496</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1955</th>\n      <td>589</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1956</th>\n      <td>531</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1957</th>\n      <td>620</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1958</th>\n      <td>576</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1959</th>\n      <td>589</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1960</th>\n      <td>620</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1961</th>\n      <td>432</td>\n      <td>20210614</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1962</th>\n      <td>348</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1963</th>\n      <td>272</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1964</th>\n      <td>172</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1965</th>\n      <td>113</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1966</th>\n      <td>64</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1967</th>\n      <td>72</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1968</th>\n      <td>189</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1969</th>\n      <td>431</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1970</th>\n      <td>754</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1971</th>\n      <td>712</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1972</th>\n      <td>724</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1973</th>\n      <td>752</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1974</th>\n      <td>752</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1975</th>\n      <td>709</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1976</th>\n      <td>760</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1977</th>\n      <td>732</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1978</th>\n      <td>543</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1979</th>\n      <td>672</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1980</th>\n      <td>596</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1981</th>\n      <td>688</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1982</th>\n      <td>603</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1983</th>\n      <td>568</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1984</th>\n      <td>516</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1985</th>\n      <td>344</td>\n      <td>20210615</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>1986</th>\n      <td>264</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1987</th>\n      <td>196</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1988</th>\n      <td>149</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1989</th>\n      <td>139</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1990</th>\n      <td>64</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1991</th>\n      <td>96</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1992</th>\n      <td>212</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1993</th>\n      <td>444</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1994</th>\n      <td>637</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1995</th>\n      <td>648</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1996</th>\n      <td>816</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1997</th>\n      <td>732</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1998</th>\n      <td>736</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>1999</th>\n      <td>744</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2000</th>\n      <td>727</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2001</th>\n      <td>704</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2002</th>\n      <td>572</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2003</th>\n      <td>679</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2004</th>\n      <td>720</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2005</th>\n      <td>673</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2006</th>\n      <td>684</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2007</th>\n      <td>612</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2008</th>\n      <td>444</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2009</th>\n      <td>416</td>\n      <td>20210616</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2010</th>\n      <td>300</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2011</th>\n      <td>180</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2012</th>\n      <td>141</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2013</th>\n      <td>140</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2014</th>\n      <td>72</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2015</th>\n      <td>76</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2016</th>\n      <td>244</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2017</th>\n      <td>427</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2018</th>\n      <td>732</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2019</th>\n      <td>764</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2020</th>\n      <td>752</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2021</th>\n      <td>792</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2022</th>\n      <td>735</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2023</th>\n      <td>784</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2024</th>\n      <td>761</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2025</th>\n      <td>611</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2026</th>\n      <td>540</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2027</th>\n      <td>603</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2028</th>\n      <td>629</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2029</th>\n      <td>721</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2030</th>\n      <td>712</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2031</th>\n      <td>596</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2032</th>\n      <td>516</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2033</th>\n      <td>428</td>\n      <td>20210617</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2034</th>\n      <td>332</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2035</th>\n      <td>296</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2036</th>\n      <td>208</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2037</th>\n      <td>151</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2038</th>\n      <td>88</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2039</th>\n      <td>80</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2040</th>\n      <td>164</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2041</th>\n      <td>369</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2042</th>\n      <td>592</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2043</th>\n      <td>749</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2044</th>\n      <td>787</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2045</th>\n      <td>796</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2046</th>\n      <td>720</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2047</th>\n      <td>700</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2048</th>\n      <td>836</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2049</th>\n      <td>704</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2050</th>\n      <td>671</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2051</th>\n      <td>616</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2052</th>\n      <td>680</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2053</th>\n      <td>688</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2054</th>\n      <td>690</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2055</th>\n      <td>644</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2056</th>\n      <td>581</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2057</th>\n      <td>459</td>\n      <td>20210618</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2058</th>\n      <td>441</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2059</th>\n      <td>316</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2060</th>\n      <td>264</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2061</th>\n      <td>216</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2062</th>\n      <td>135</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2063</th>\n      <td>156</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2064</th>\n      <td>202</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2065</th>\n      <td>500</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2066</th>\n      <td>613</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2067</th>\n      <td>732</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2068</th>\n      <td>717</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2069</th>\n      <td>803</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2070</th>\n      <td>900</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2071</th>\n      <td>1300</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2072</th>\n      <td>900</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2073</th>\n      <td>645</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2074</th>\n      <td>1080</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2075</th>\n      <td>1060</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2076</th>\n      <td>420</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2077</th>\n      <td>1080</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2078</th>\n      <td>960</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2079</th>\n      <td>750</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2080</th>\n      <td>724</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2081</th>\n      <td>560</td>\n      <td>20210619</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>2082</th>\n      <td>492</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2083</th>\n      <td>444</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2084</th>\n      <td>316</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2085</th>\n      <td>308</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2086</th>\n      <td>317</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2087</th>\n      <td>180</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2088</th>\n      <td>141</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2089</th>\n      <td>215</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2090</th>\n      <td>245</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2091</th>\n      <td>372</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2092</th>\n      <td>433</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2093</th>\n      <td>564</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2094</th>\n      <td>621</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2095</th>\n      <td>717</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2096</th>\n      <td>660</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2097</th>\n      <td>588</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2098</th>\n      <td>516</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2099</th>\n      <td>504</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2100</th>\n      <td>696</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2101</th>\n      <td>660</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2102</th>\n      <td>652</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2103</th>\n      <td>689</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2104</th>\n      <td>635</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2105</th>\n      <td>560</td>\n      <td>20210620</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2106</th>\n      <td>552</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2107</th>\n      <td>516</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2108</th>\n      <td>428</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2109</th>\n      <td>383</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2110</th>\n      <td>387</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2111</th>\n      <td>227</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2112</th>\n      <td>196</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2113</th>\n      <td>160</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2114</th>\n      <td>192</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2115</th>\n      <td>308</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2116</th>\n      <td>372</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2117</th>\n      <td>497</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2118</th>\n      <td>516</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2119</th>\n      <td>609</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2120</th>\n      <td>599</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2121</th>\n      <td>519</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2122</th>\n      <td>468</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2123</th>\n      <td>556</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2124</th>\n      <td>528</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2125</th>\n      <td>691</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2126</th>\n      <td>664</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2127</th>\n      <td>656</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2128</th>\n      <td>521</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2129</th>\n      <td>427</td>\n      <td>20210621</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2130</th>\n      <td>345</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2131</th>\n      <td>244</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2132</th>\n      <td>227</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2133</th>\n      <td>152</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2134</th>\n      <td>138</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2135</th>\n      <td>116</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2136</th>\n      <td>252</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2137</th>\n      <td>592</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2138</th>\n      <td>704</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2139</th>\n      <td>792</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2140</th>\n      <td>827</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2141</th>\n      <td>843</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2142</th>\n      <td>713</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2143</th>\n      <td>788</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2144</th>\n      <td>852</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2145</th>\n      <td>709</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2146</th>\n      <td>691</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2147</th>\n      <td>732</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2148</th>\n      <td>720</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2149</th>\n      <td>676</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2150</th>\n      <td>672</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2151</th>\n      <td>641</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2152</th>\n      <td>545</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2153</th>\n      <td>407</td>\n      <td>20210622</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2154</th>\n      <td>304</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2155</th>\n      <td>236</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2156</th>\n      <td>188</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2157</th>\n      <td>120</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2158</th>\n      <td>107</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2159</th>\n      <td>105</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2160</th>\n      <td>296</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2161</th>\n      <td>604</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2162</th>\n      <td>704</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2163</th>\n      <td>840</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2164</th>\n      <td>808</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2165</th>\n      <td>864</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2166</th>\n      <td>839</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2167</th>\n      <td>884</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2168</th>\n      <td>827</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2169</th>\n      <td>732</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2170</th>\n      <td>644</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2171</th>\n      <td>692</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2172</th>\n      <td>744</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2173</th>\n      <td>776</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2174</th>\n      <td>704</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2175</th>\n      <td>704</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2176</th>\n      <td>604</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2177</th>\n      <td>508</td>\n      <td>20210623</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2178</th>\n      <td>388</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2179</th>\n      <td>308</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2180</th>\n      <td>225</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2181</th>\n      <td>150</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2182</th>\n      <td>112</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2183</th>\n      <td>124</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2184</th>\n      <td>244</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2185</th>\n      <td>524</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2186</th>\n      <td>748</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2187</th>\n      <td>760</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2188</th>\n      <td>800</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2189</th>\n      <td>848</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2190</th>\n      <td>847</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2191</th>\n      <td>740</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2192</th>\n      <td>752</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2193</th>\n      <td>675</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2194</th>\n      <td>712</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2195</th>\n      <td>796</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2196</th>\n      <td>725</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2197</th>\n      <td>753</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2198</th>\n      <td>732</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2199</th>\n      <td>776</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2200</th>\n      <td>593</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2201</th>\n      <td>492</td>\n      <td>20210624</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2202</th>\n      <td>443</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2203</th>\n      <td>377</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2204</th>\n      <td>241</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2205</th>\n      <td>201</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2206</th>\n      <td>140</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2207</th>\n      <td>138</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2208</th>\n      <td>261</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2209</th>\n      <td>535</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2210</th>\n      <td>804</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2211</th>\n      <td>789</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2212</th>\n      <td>805</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2213</th>\n      <td>804</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2214</th>\n      <td>831</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2215</th>\n      <td>780</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2216</th>\n      <td>757</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2217</th>\n      <td>749</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2218</th>\n      <td>728</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2219</th>\n      <td>777</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2220</th>\n      <td>776</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2221</th>\n      <td>704</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2222</th>\n      <td>759</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2223</th>\n      <td>796</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2224</th>\n      <td>648</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2225</th>\n      <td>536</td>\n      <td>20210625</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2226</th>\n      <td>475</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2227</th>\n      <td>455</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2228</th>\n      <td>307</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2229</th>\n      <td>248</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2230</th>\n      <td>129</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2231</th>\n      <td>150</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2232</th>\n      <td>248</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2233</th>\n      <td>484</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2234</th>\n      <td>672</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2235</th>\n      <td>844</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2236</th>\n      <td>881</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2237</th>\n      <td>852</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2238</th>\n      <td>812</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2239</th>\n      <td>832</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2240</th>\n      <td>728</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2241</th>\n      <td>657</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2242</th>\n      <td>700</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2243</th>\n      <td>704</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2244</th>\n      <td>699</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2245</th>\n      <td>776</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2246</th>\n      <td>824</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2247</th>\n      <td>808</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2248</th>\n      <td>652</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2249</th>\n      <td>612</td>\n      <td>20210626</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2250</th>\n      <td>556</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2251</th>\n      <td>551</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2252</th>\n      <td>476</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2253</th>\n      <td>443</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2254</th>\n      <td>376</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2255</th>\n      <td>201</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2256</th>\n      <td>193</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2257</th>\n      <td>244</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2258</th>\n      <td>228</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2259</th>\n      <td>368</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2260</th>\n      <td>480</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2261</th>\n      <td>544</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2262</th>\n      <td>584</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2263</th>\n      <td>608</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2264</th>\n      <td>660</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2265</th>\n      <td>652</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2266</th>\n      <td>504</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2267</th>\n      <td>552</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2268</th>\n      <td>616</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2269</th>\n      <td>625</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2270</th>\n      <td>715</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2271</th>\n      <td>712</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2272</th>\n      <td>724</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2273</th>\n      <td>616</td>\n      <td>20210627</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2274</th>\n      <td>576</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2275</th>\n      <td>548</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2276</th>\n      <td>452</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2277</th>\n      <td>412</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2278</th>\n      <td>392</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2279</th>\n      <td>243</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2280</th>\n      <td>208</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2281</th>\n      <td>159</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2282</th>\n      <td>192</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2283</th>\n      <td>277</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2284</th>\n      <td>312</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2285</th>\n      <td>417</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2286</th>\n      <td>528</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2287</th>\n      <td>604</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2288</th>\n      <td>656</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2289</th>\n      <td>508</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2290</th>\n      <td>448</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2291</th>\n      <td>448</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2292</th>\n      <td>636</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2293</th>\n      <td>623</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2294</th>\n      <td>580</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2295</th>\n      <td>502</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2296</th>\n      <td>540</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2297</th>\n      <td>508</td>\n      <td>20210628</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2298</th>\n      <td>332</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2299</th>\n      <td>249</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2300</th>\n      <td>188</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2301</th>\n      <td>140</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2302</th>\n      <td>102</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2303</th>\n      <td>106</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2304</th>\n      <td>221</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2305</th>\n      <td>528</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2306</th>\n      <td>704</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2307</th>\n      <td>852</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2308</th>\n      <td>875</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2309</th>\n      <td>932</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2310</th>\n      <td>860</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2311</th>\n      <td>868</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2312</th>\n      <td>868</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2313</th>\n      <td>792</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2314</th>\n      <td>728</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2315</th>\n      <td>744</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2316</th>\n      <td>820</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2317</th>\n      <td>732</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2318</th>\n      <td>748</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2319</th>\n      <td>717</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2320</th>\n      <td>580</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2321</th>\n      <td>464</td>\n      <td>20210629</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2322</th>\n      <td>336</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2323</th>\n      <td>313</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2324</th>\n      <td>219</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2325</th>\n      <td>161</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2326</th>\n      <td>120</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2327</th>\n      <td>140</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2328</th>\n      <td>220</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2329</th>\n      <td>500</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2330</th>\n      <td>743</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2331</th>\n      <td>876</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2332</th>\n      <td>784</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2333</th>\n      <td>796</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2334</th>\n      <td>860</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2335</th>\n      <td>852</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2336</th>\n      <td>880</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2337</th>\n      <td>740</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2338</th>\n      <td>736</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2339</th>\n      <td>736</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2340</th>\n      <td>796</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2341</th>\n      <td>737</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2342</th>\n      <td>777</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2343</th>\n      <td>773</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2344</th>\n      <td>616</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2345</th>\n      <td>560</td>\n      <td>20210630</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2346</th>\n      <td>388</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2347</th>\n      <td>360</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2348</th>\n      <td>284</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2349</th>\n      <td>204</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2350</th>\n      <td>160</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2351</th>\n      <td>139</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2352</th>\n      <td>256</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2353</th>\n      <td>484</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2354</th>\n      <td>780</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2355</th>\n      <td>820</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2356</th>\n      <td>929</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2357</th>\n      <td>856</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2358</th>\n      <td>944</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2359</th>\n      <td>948</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2360</th>\n      <td>864</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2361</th>\n      <td>780</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2362</th>\n      <td>739</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2363</th>\n      <td>764</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2364</th>\n      <td>808</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2365</th>\n      <td>744</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2366</th>\n      <td>808</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2367</th>\n      <td>758</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2368</th>\n      <td>636</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2369</th>\n      <td>626</td>\n      <td>20210701</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2370</th>\n      <td>528</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2371</th>\n      <td>392</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2372</th>\n      <td>292</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2373</th>\n      <td>193</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2374</th>\n      <td>164</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2375</th>\n      <td>164</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2376</th>\n      <td>261</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2377</th>\n      <td>600</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2378</th>\n      <td>784</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2379</th>\n      <td>864</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2380</th>\n      <td>960</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2381</th>\n      <td>860</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2382</th>\n      <td>960</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2383</th>\n      <td>908</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2384</th>\n      <td>900</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2385</th>\n      <td>804</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2386</th>\n      <td>788</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2387</th>\n      <td>849</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2388</th>\n      <td>788</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2389</th>\n      <td>876</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2390</th>\n      <td>784</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2391</th>\n      <td>844</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2392</th>\n      <td>708</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2393</th>\n      <td>625</td>\n      <td>20210702</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2394</th>\n      <td>603</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2395</th>\n      <td>465</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2396</th>\n      <td>395</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2397</th>\n      <td>304</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2398</th>\n      <td>204</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2399</th>\n      <td>180</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2400</th>\n      <td>288</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2401</th>\n      <td>481</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2402</th>\n      <td>749</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2403</th>\n      <td>824</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2404</th>\n      <td>785</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2405</th>\n      <td>825</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2406</th>\n      <td>864</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2407</th>\n      <td>893</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2408</th>\n      <td>746</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2409</th>\n      <td>772</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2410</th>\n      <td>855</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2411</th>\n      <td>781</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2412</th>\n      <td>772</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2413</th>\n      <td>704</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2414</th>\n      <td>857</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2415</th>\n      <td>840</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2416</th>\n      <td>788</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2417</th>\n      <td>663</td>\n      <td>20210703</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>2418</th>\n      <td>712</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2419</th>\n      <td>665</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2420</th>\n      <td>537</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2421</th>\n      <td>505</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2422</th>\n      <td>419</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2423</th>\n      <td>328</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2424</th>\n      <td>311</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2425</th>\n      <td>269</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2426</th>\n      <td>260</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2427</th>\n      <td>401</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2428</th>\n      <td>596</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2429</th>\n      <td>537</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2430</th>\n      <td>683</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2431</th>\n      <td>689</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2432</th>\n      <td>700</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2433</th>\n      <td>632</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2434</th>\n      <td>536</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2435</th>\n      <td>532</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2436</th>\n      <td>668</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2437</th>\n      <td>672</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2438</th>\n      <td>744</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2439</th>\n      <td>744</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2440</th>\n      <td>816</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2441</th>\n      <td>648</td>\n      <td>20210704</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2442</th>\n      <td>672</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2443</th>\n      <td>624</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2444</th>\n      <td>553</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2445</th>\n      <td>572</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2446</th>\n      <td>464</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2447</th>\n      <td>364</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2448</th>\n      <td>340</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2449</th>\n      <td>245</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2450</th>\n      <td>248</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2451</th>\n      <td>284</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2452</th>\n      <td>425</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2453</th>\n      <td>436</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2454</th>\n      <td>549</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2455</th>\n      <td>576</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2456</th>\n      <td>608</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2457</th>\n      <td>505</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2458</th>\n      <td>508</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2459</th>\n      <td>576</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2460</th>\n      <td>592</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2461</th>\n      <td>636</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2462</th>\n      <td>656</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2463</th>\n      <td>640</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2464</th>\n      <td>577</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2465</th>\n      <td>524</td>\n      <td>20210705</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2466</th>\n      <td>428</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2467</th>\n      <td>355</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2468</th>\n      <td>244</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2469</th>\n      <td>150</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2470</th>\n      <td>141</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2471</th>\n      <td>156</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2472</th>\n      <td>300</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2473</th>\n      <td>640</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2474</th>\n      <td>760</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2475</th>\n      <td>828</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2476</th>\n      <td>868</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2477</th>\n      <td>816</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2478</th>\n      <td>820</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2479</th>\n      <td>853</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2480</th>\n      <td>935</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2481</th>\n      <td>789</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2482</th>\n      <td>756</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2483</th>\n      <td>776</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2484</th>\n      <td>741</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2485</th>\n      <td>768</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2486</th>\n      <td>804</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2487</th>\n      <td>776</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2488</th>\n      <td>608</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2489</th>\n      <td>508</td>\n      <td>20210706</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>2490</th>\n      <td>424</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2491</th>\n      <td>297</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2492</th>\n      <td>248</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2493</th>\n      <td>156</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2494</th>\n      <td>153</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2495</th>\n      <td>140</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2496</th>\n      <td>297</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2497</th>\n      <td>648</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2498</th>\n      <td>780</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2499</th>\n      <td>852</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2500</th>\n      <td>915</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2501</th>\n      <td>840</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2502</th>\n      <td>994</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2503</th>\n      <td>824</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2504</th>\n      <td>908</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2505</th>\n      <td>844</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2506</th>\n      <td>740</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2507</th>\n      <td>767</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2508</th>\n      <td>781</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2509</th>\n      <td>828</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2510</th>\n      <td>828</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2511</th>\n      <td>945</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2512</th>\n      <td>664</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2513</th>\n      <td>576</td>\n      <td>20210707</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2514</th>\n      <td>480</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2515</th>\n      <td>382</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2516</th>\n      <td>280</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2517</th>\n      <td>212</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2518</th>\n      <td>165</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2519</th>\n      <td>176</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2520</th>\n      <td>292</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2521</th>\n      <td>632</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2522</th>\n      <td>851</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2523</th>\n      <td>880</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2524</th>\n      <td>843</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2525</th>\n      <td>880</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2526</th>\n      <td>889</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2527</th>\n      <td>836</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2528</th>\n      <td>927</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2529</th>\n      <td>742</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2530</th>\n      <td>800</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2531</th>\n      <td>823</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2532</th>\n      <td>840</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2533</th>\n      <td>901</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2534</th>\n      <td>780</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2535</th>\n      <td>796</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2536</th>\n      <td>669</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2537</th>\n      <td>652</td>\n      <td>20210708</td>\n      <td>-25.0</td>\n    </tr>\n    <tr>\n      <th>2538</th>\n      <td>464</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2539</th>\n      <td>373</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2540</th>\n      <td>320</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2541</th>\n      <td>228</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2542</th>\n      <td>212</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2543</th>\n      <td>196</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2544</th>\n      <td>344</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2545</th>\n      <td>632</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2546</th>\n      <td>729</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2547</th>\n      <td>873</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2548</th>\n      <td>872</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2549</th>\n      <td>996</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2550</th>\n      <td>844</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2551</th>\n      <td>916</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2552</th>\n      <td>847</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2553</th>\n      <td>816</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2554</th>\n      <td>736</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2555</th>\n      <td>772</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2556</th>\n      <td>848</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2557</th>\n      <td>828</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2558</th>\n      <td>801</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2559</th>\n      <td>832</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2560</th>\n      <td>680</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2561</th>\n      <td>665</td>\n      <td>20210709</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2562</th>\n      <td>608</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2563</th>\n      <td>483</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2564</th>\n      <td>376</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2565</th>\n      <td>344</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2566</th>\n      <td>232</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2567</th>\n      <td>232</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2568</th>\n      <td>292</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2569</th>\n      <td>600</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2570</th>\n      <td>792</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2571</th>\n      <td>811</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2572</th>\n      <td>957</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2573</th>\n      <td>900</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2574</th>\n      <td>920</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2575</th>\n      <td>904</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2576</th>\n      <td>940</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2577</th>\n      <td>761</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2578</th>\n      <td>704</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2579</th>\n      <td>776</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2580</th>\n      <td>809</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2581</th>\n      <td>788</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2582</th>\n      <td>828</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2583</th>\n      <td>796</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2584</th>\n      <td>775</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2585</th>\n      <td>740</td>\n      <td>20210710</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2586</th>\n      <td>628</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2587</th>\n      <td>615</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2588</th>\n      <td>573</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2589</th>\n      <td>536</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2590</th>\n      <td>388</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2591</th>\n      <td>360</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2592</th>\n      <td>317</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2593</th>\n      <td>273</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2594</th>\n      <td>280</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2595</th>\n      <td>432</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2596</th>\n      <td>531</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2597</th>\n      <td>540</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2598</th>\n      <td>552</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2599</th>\n      <td>628</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2600</th>\n      <td>569</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2601</th>\n      <td>480</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2602</th>\n      <td>548</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2603</th>\n      <td>528</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2604</th>\n      <td>520</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2605</th>\n      <td>668</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2606</th>\n      <td>724</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2607</th>\n      <td>760</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2608</th>\n      <td>600</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2609</th>\n      <td>620</td>\n      <td>20210711</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>2610</th>\n      <td>599</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2611</th>\n      <td>548</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2612</th>\n      <td>532</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2613</th>\n      <td>477</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2614</th>\n      <td>404</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2615</th>\n      <td>405</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2616</th>\n      <td>340</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2617</th>\n      <td>235</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2618</th>\n      <td>292</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2619</th>\n      <td>301</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2620</th>\n      <td>384</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2621</th>\n      <td>496</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2622</th>\n      <td>524</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2623</th>\n      <td>616</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2624</th>\n      <td>643</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2625</th>\n      <td>548</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2626</th>\n      <td>496</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2627</th>\n      <td>540</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2628</th>\n      <td>560</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2629</th>\n      <td>667</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2630</th>\n      <td>700</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2631</th>\n      <td>668</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2632</th>\n      <td>533</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2633</th>\n      <td>488</td>\n      <td>20210712</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>2634</th>\n      <td>488</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2635</th>\n      <td>356</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2636</th>\n      <td>301</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2637</th>\n      <td>171</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2638</th>\n      <td>155</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2639</th>\n      <td>111</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2640</th>\n      <td>380</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2641</th>\n      <td>608</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2642</th>\n      <td>760</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2643</th>\n      <td>900</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2644</th>\n      <td>928</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2645</th>\n      <td>780</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2646</th>\n      <td>852</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2647</th>\n      <td>836</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2648</th>\n      <td>876</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2649</th>\n      <td>784</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2650</th>\n      <td>647</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2651</th>\n      <td>709</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2652</th>\n      <td>788</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2653</th>\n      <td>692</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2654</th>\n      <td>740</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2655</th>\n      <td>640</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2656</th>\n      <td>604</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2657</th>\n      <td>549</td>\n      <td>20210713</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>2658</th>\n      <td>506</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2659</th>\n      <td>316</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2660</th>\n      <td>289</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2661</th>\n      <td>176</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2662</th>\n      <td>141</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2663</th>\n      <td>180</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2664</th>\n      <td>260</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2665</th>\n      <td>635</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2666</th>\n      <td>800</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2667</th>\n      <td>896</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2668</th>\n      <td>845</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2669</th>\n      <td>892</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2670</th>\n      <td>943</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2671</th>\n      <td>872</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2672</th>\n      <td>892</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2673</th>\n      <td>805</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2674</th>\n      <td>792</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2675</th>\n      <td>788</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2676</th>\n      <td>868</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2677</th>\n      <td>808</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2678</th>\n      <td>816</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2679</th>\n      <td>792</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2680</th>\n      <td>653</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2681</th>\n      <td>587</td>\n      <td>20210714</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>2682</th>\n      <td>520</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2683</th>\n      <td>465</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2684</th>\n      <td>325</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2685</th>\n      <td>220</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2686</th>\n      <td>167</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2687</th>\n      <td>196</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2688</th>\n      <td>313</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2689</th>\n      <td>572</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2690</th>\n      <td>760</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2691</th>\n      <td>847</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2692</th>\n      <td>876</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2693</th>\n      <td>976</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2694</th>\n      <td>904</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2695</th>\n      <td>905</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2696</th>\n      <td>977</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2697</th>\n      <td>860</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2698</th>\n      <td>800</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2699</th>\n      <td>912</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2700</th>\n      <td>813</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2701</th>\n      <td>884</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2702</th>\n      <td>860</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2703</th>\n      <td>800</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2704</th>\n      <td>748</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2705</th>\n      <td>632</td>\n      <td>20210715</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>2706</th>\n      <td>548</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2707</th>\n      <td>404</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2708</th>\n      <td>317</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2709</th>\n      <td>264</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2710</th>\n      <td>165</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2711</th>\n      <td>156</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2712</th>\n      <td>268</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2713</th>\n      <td>608</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2714</th>\n      <td>824</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2715</th>\n      <td>928</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2716</th>\n      <td>941</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2717</th>\n      <td>939</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2718</th>\n      <td>876</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2719</th>\n      <td>908</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2720</th>\n      <td>823</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2721</th>\n      <td>772</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2722</th>\n      <td>905</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2723</th>\n      <td>828</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2724</th>\n      <td>805</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2725</th>\n      <td>865</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2726</th>\n      <td>864</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2727</th>\n      <td>788</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2728</th>\n      <td>656</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2729</th>\n      <td>657</td>\n      <td>20210716</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2730</th>\n      <td>600</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2731</th>\n      <td>557</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2732</th>\n      <td>413</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2733</th>\n      <td>296</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2734</th>\n      <td>268</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2735</th>\n      <td>212</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2736</th>\n      <td>332</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2737</th>\n      <td>548</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2738</th>\n      <td>796</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2739</th>\n      <td>888</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2740</th>\n      <td>876</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2741</th>\n      <td>925</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2742</th>\n      <td>985</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2743</th>\n      <td>924</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2744</th>\n      <td>884</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2745</th>\n      <td>864</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2746</th>\n      <td>744</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2747</th>\n      <td>736</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2748</th>\n      <td>747</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2749</th>\n      <td>873</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2750</th>\n      <td>809</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2751</th>\n      <td>856</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2752</th>\n      <td>780</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2753</th>\n      <td>672</td>\n      <td>20210717</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>2754</th>\n      <td>681</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2755</th>\n      <td>613</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2756</th>\n      <td>601</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2757</th>\n      <td>528</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2758</th>\n      <td>400</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2759</th>\n      <td>392</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2760</th>\n      <td>277</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2761</th>\n      <td>280</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2762</th>\n      <td>288</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2763</th>\n      <td>381</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2764</th>\n      <td>572</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2765</th>\n      <td>541</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2766</th>\n      <td>624</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2767</th>\n      <td>622</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2768</th>\n      <td>684</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2769</th>\n      <td>672</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2770</th>\n      <td>593</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2771</th>\n      <td>524</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2772</th>\n      <td>646</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2773</th>\n      <td>712</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2774</th>\n      <td>732</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2775</th>\n      <td>780</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2776</th>\n      <td>764</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2777</th>\n      <td>740</td>\n      <td>20210718</td>\n      <td>28.0</td>\n    </tr>\n    <tr>\n      <th>2778</th>\n      <td>644</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2779</th>\n      <td>668</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2780</th>\n      <td>592</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2781</th>\n      <td>536</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2782</th>\n      <td>504</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2783</th>\n      <td>427</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2784</th>\n      <td>300</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2785</th>\n      <td>288</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2786</th>\n      <td>253</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2787</th>\n      <td>259</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2788</th>\n      <td>368</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2789</th>\n      <td>576</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2790</th>\n      <td>539</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2791</th>\n      <td>628</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2792</th>\n      <td>572</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2793</th>\n      <td>531</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2794</th>\n      <td>548</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2795</th>\n      <td>500</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2796</th>\n      <td>608</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2797</th>\n      <td>632</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2798</th>\n      <td>676</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2799</th>\n      <td>620</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2800</th>\n      <td>600</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2801</th>\n      <td>540</td>\n      <td>20210719</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2802</th>\n      <td>428</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2803</th>\n      <td>356</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2804</th>\n      <td>205</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2805</th>\n      <td>180</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2806</th>\n      <td>132</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2807</th>\n      <td>192</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2808</th>\n      <td>305</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2809</th>\n      <td>632</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2810</th>\n      <td>752</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2811</th>\n      <td>876</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2812</th>\n      <td>876</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2813</th>\n      <td>540</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2814</th>\n      <td>940</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2815</th>\n      <td>837</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2816</th>\n      <td>880</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2817</th>\n      <td>748</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2818</th>\n      <td>716</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2819</th>\n      <td>780</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2820</th>\n      <td>784</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2821</th>\n      <td>721</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2822</th>\n      <td>692</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2823</th>\n      <td>660</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2824</th>\n      <td>660</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2825</th>\n      <td>528</td>\n      <td>20210720</td>\n      <td>24.0</td>\n    </tr>\n    <tr>\n      <th>2826</th>\n      <td>384</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2827</th>\n      <td>309</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2828</th>\n      <td>278</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2829</th>\n      <td>220</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2830</th>\n      <td>180</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2831</th>\n      <td>140</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2832</th>\n      <td>272</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2833</th>\n      <td>616</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2834</th>\n      <td>808</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2835</th>\n      <td>936</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2836</th>\n      <td>932</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2837</th>\n      <td>884</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2838</th>\n      <td>925</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2839</th>\n      <td>900</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2840</th>\n      <td>1035</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2841</th>\n      <td>848</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2842</th>\n      <td>827</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2843</th>\n      <td>840</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2844</th>\n      <td>857</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2845</th>\n      <td>763</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2846</th>\n      <td>771</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2847</th>\n      <td>716</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2848</th>\n      <td>705</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2849</th>\n      <td>553</td>\n      <td>20210721</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>2850</th>\n      <td>501</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2851</th>\n      <td>404</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2852</th>\n      <td>292</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2853</th>\n      <td>195</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2854</th>\n      <td>184</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2855</th>\n      <td>144</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2856</th>\n      <td>348</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2857</th>\n      <td>620</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2858</th>\n      <td>872</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2859</th>\n      <td>844</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2860</th>\n      <td>860</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2861</th>\n      <td>929</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2862</th>\n      <td>932</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2863</th>\n      <td>976</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2864</th>\n      <td>832</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2865</th>\n      <td>800</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2866</th>\n      <td>704</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2867</th>\n      <td>765</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2868</th>\n      <td>808</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2869</th>\n      <td>860</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2870</th>\n      <td>820</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2871</th>\n      <td>756</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2872</th>\n      <td>692</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2873</th>\n      <td>627</td>\n      <td>20210722</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>2874</th>\n      <td>512</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2875</th>\n      <td>524</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2876</th>\n      <td>376</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2877</th>\n      <td>280</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2878</th>\n      <td>180</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2879</th>\n      <td>157</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2880</th>\n      <td>292</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2881</th>\n      <td>612</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2882</th>\n      <td>820</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2883</th>\n      <td>860</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2884</th>\n      <td>928</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2885</th>\n      <td>852</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2886</th>\n      <td>877</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2887</th>\n      <td>904</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2888</th>\n      <td>908</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2889</th>\n      <td>841</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2890</th>\n      <td>808</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2891</th>\n      <td>812</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2892</th>\n      <td>836</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2893</th>\n      <td>804</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2894</th>\n      <td>652</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2895</th>\n      <td>776</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2896</th>\n      <td>660</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2897</th>\n      <td>640</td>\n      <td>20210723</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2898</th>\n      <td>563</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2899</th>\n      <td>485</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2900</th>\n      <td>508</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2901</th>\n      <td>305</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2902</th>\n      <td>228</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2903</th>\n      <td>272</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2904</th>\n      <td>349</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2905</th>\n      <td>613</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2906</th>\n      <td>692</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2907</th>\n      <td>888</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2908</th>\n      <td>888</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2909</th>\n      <td>940</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2910</th>\n      <td>884</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2911</th>\n      <td>813</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2912</th>\n      <td>864</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2913</th>\n      <td>797</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2914</th>\n      <td>736</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2915</th>\n      <td>724</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2916</th>\n      <td>716</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2917</th>\n      <td>802</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2918</th>\n      <td>804</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2919</th>\n      <td>817</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2920</th>\n      <td>768</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2921</th>\n      <td>629</td>\n      <td>20210724</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>2922</th>\n      <td>661</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2923</th>\n      <td>592</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2924</th>\n      <td>576</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2925</th>\n      <td>476</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2926</th>\n      <td>369</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2927</th>\n      <td>388</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2928</th>\n      <td>293</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2929</th>\n      <td>332</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2930</th>\n      <td>300</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2931</th>\n      <td>356</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2932</th>\n      <td>484</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2933</th>\n      <td>581</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2934</th>\n      <td>579</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2935</th>\n      <td>632</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2936</th>\n      <td>724</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2937</th>\n      <td>560</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2938</th>\n      <td>628</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2939</th>\n      <td>600</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2940</th>\n      <td>593</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2941</th>\n      <td>696</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2942</th>\n      <td>699</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2943</th>\n      <td>711</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2944</th>\n      <td>720</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2945</th>\n      <td>700</td>\n      <td>20210725</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>2946</th>\n      <td>689</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2947</th>\n      <td>635</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2948</th>\n      <td>575</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2949</th>\n      <td>528</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2950</th>\n      <td>440</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2951</th>\n      <td>416</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2952</th>\n      <td>304</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2953</th>\n      <td>348</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2954</th>\n      <td>224</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2955</th>\n      <td>292</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2956</th>\n      <td>416</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2957</th>\n      <td>492</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2958</th>\n      <td>560</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2959</th>\n      <td>599</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2960</th>\n      <td>616</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2961</th>\n      <td>644</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2962</th>\n      <td>508</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2963</th>\n      <td>592</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2964</th>\n      <td>604</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2965</th>\n      <td>568</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2966</th>\n      <td>624</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2967</th>\n      <td>588</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2968</th>\n      <td>529</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2969</th>\n      <td>473</td>\n      <td>20210726</td>\n      <td>22.0</td>\n    </tr>\n    <tr>\n      <th>2970</th>\n      <td>444</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2971</th>\n      <td>356</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2972</th>\n      <td>272</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2973</th>\n      <td>208</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2974</th>\n      <td>128</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2975</th>\n      <td>140</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2976</th>\n      <td>236</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2977</th>\n      <td>581</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2978</th>\n      <td>768</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2979</th>\n      <td>824</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2980</th>\n      <td>885</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2981</th>\n      <td>784</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2982</th>\n      <td>872</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2983</th>\n      <td>832</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2984</th>\n      <td>844</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2985</th>\n      <td>779</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2986</th>\n      <td>692</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2987</th>\n      <td>736</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2988</th>\n      <td>701</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2989</th>\n      <td>708</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2990</th>\n      <td>700</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2991</th>\n      <td>715</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2992</th>\n      <td>620</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2993</th>\n      <td>592</td>\n      <td>20210727</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>2994</th>\n      <td>432</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2995</th>\n      <td>304</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2996</th>\n      <td>228</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2997</th>\n      <td>195</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2998</th>\n      <td>181</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>2999</th>\n      <td>159</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3000</th>\n      <td>280</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3001</th>\n      <td>597</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3002</th>\n      <td>811</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3003</th>\n      <td>880</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3004</th>\n      <td>864</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3005</th>\n      <td>888</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3006</th>\n      <td>863</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3007</th>\n      <td>864</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3008</th>\n      <td>897</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3009</th>\n      <td>792</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3010</th>\n      <td>745</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3011</th>\n      <td>724</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3012</th>\n      <td>720</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3013</th>\n      <td>752</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3014</th>\n      <td>769</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3015</th>\n      <td>761</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3016</th>\n      <td>592</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3017</th>\n      <td>576</td>\n      <td>20210728</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3018</th>\n      <td>464</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3019</th>\n      <td>369</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3020</th>\n      <td>341</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3021</th>\n      <td>268</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3022</th>\n      <td>198</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3023</th>\n      <td>200</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3024</th>\n      <td>316</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3025</th>\n      <td>544</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3026</th>\n      <td>836</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3027</th>\n      <td>868</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3028</th>\n      <td>864</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3029</th>\n      <td>928</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3030</th>\n      <td>954</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3031</th>\n      <td>986</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3032</th>\n      <td>892</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3033</th>\n      <td>748</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3034</th>\n      <td>720</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3035</th>\n      <td>772</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3036</th>\n      <td>764</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3037</th>\n      <td>824</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3038</th>\n      <td>776</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3039</th>\n      <td>700</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3040</th>\n      <td>728</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3041</th>\n      <td>592</td>\n      <td>20210729</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3042</th>\n      <td>540</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3043</th>\n      <td>432</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3044</th>\n      <td>348</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3045</th>\n      <td>216</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3046</th>\n      <td>171</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3047</th>\n      <td>162</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3048</th>\n      <td>272</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3049</th>\n      <td>592</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3050</th>\n      <td>732</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3051</th>\n      <td>884</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3052</th>\n      <td>933</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3053</th>\n      <td>887</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3054</th>\n      <td>895</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3055</th>\n      <td>896</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3056</th>\n      <td>913</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3057</th>\n      <td>776</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3058</th>\n      <td>840</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3059</th>\n      <td>794</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3060</th>\n      <td>800</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3061</th>\n      <td>794</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3062</th>\n      <td>725</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3063</th>\n      <td>814</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3064</th>\n      <td>669</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3065</th>\n      <td>608</td>\n      <td>20210730</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3066</th>\n      <td>595</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3067</th>\n      <td>497</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3068</th>\n      <td>390</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3069</th>\n      <td>296</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3070</th>\n      <td>171</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3071</th>\n      <td>161</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3072</th>\n      <td>309</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3073</th>\n      <td>532</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3074</th>\n      <td>677</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3075</th>\n      <td>828</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3076</th>\n      <td>900</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3077</th>\n      <td>924</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3078</th>\n      <td>888</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3079</th>\n      <td>868</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3080</th>\n      <td>920</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3081</th>\n      <td>752</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3082</th>\n      <td>652</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3083</th>\n      <td>711</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3084</th>\n      <td>747</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3085</th>\n      <td>760</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3086</th>\n      <td>741</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3087</th>\n      <td>781</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3088</th>\n      <td>780</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3089</th>\n      <td>612</td>\n      <td>20210731</td>\n      <td>25.0</td>\n    </tr>\n    <tr>\n      <th>3090</th>\n      <td>577</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3091</th>\n      <td>544</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3092</th>\n      <td>424</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3093</th>\n      <td>375</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3094</th>\n      <td>228</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3095</th>\n      <td>209</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3096</th>\n      <td>189</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3097</th>\n      <td>275</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3098</th>\n      <td>280</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3099</th>\n      <td>416</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3100</th>\n      <td>440</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3101</th>\n      <td>625</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3102</th>\n      <td>639</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3103</th>\n      <td>596</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3104</th>\n      <td>608</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3105</th>\n      <td>621</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3106</th>\n      <td>544</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3107</th>\n      <td>545</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3108</th>\n      <td>595</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3109</th>\n      <td>696</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3110</th>\n      <td>712</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3111</th>\n      <td>728</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3112</th>\n      <td>754</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3113</th>\n      <td>619</td>\n      <td>20210801</td>\n      <td>21.0</td>\n    </tr>\n    <tr>\n      <th>3114</th>\n      <td>645</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3115</th>\n      <td>512</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3116</th>\n      <td>440</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3117</th>\n      <td>412</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3118</th>\n      <td>220</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3119</th>\n      <td>212</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3120</th>\n      <td>159</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3121</th>\n      <td>197</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3122</th>\n      <td>217</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3123</th>\n      <td>260</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3124</th>\n      <td>364</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3125</th>\n      <td>451</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3126</th>\n      <td>570</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3127</th>\n      <td>574</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3128</th>\n      <td>576</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3129</th>\n      <td>539</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3130</th>\n      <td>492</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3131</th>\n      <td>535</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3132</th>\n      <td>552</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3133</th>\n      <td>597</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3134</th>\n      <td>641</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3135</th>\n      <td>652</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3136</th>\n      <td>565</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3137</th>\n      <td>496</td>\n      <td>20210802</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3138</th>\n      <td>436</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3139</th>\n      <td>308</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3140</th>\n      <td>239</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3141</th>\n      <td>180</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3142</th>\n      <td>125</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3143</th>\n      <td>153</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3144</th>\n      <td>231</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3145</th>\n      <td>464</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3146</th>\n      <td>604</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3147</th>\n      <td>690</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3148</th>\n      <td>721</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3149</th>\n      <td>720</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3150</th>\n      <td>759</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3151</th>\n      <td>805</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3152</th>\n      <td>752</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3153</th>\n      <td>647</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3154</th>\n      <td>585</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3155</th>\n      <td>600</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3156</th>\n      <td>582</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3157</th>\n      <td>681</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3158</th>\n      <td>571</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3159</th>\n      <td>570</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3160</th>\n      <td>518</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3161</th>\n      <td>416</td>\n      <td>20210803</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3162</th>\n      <td>324</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3163</th>\n      <td>264</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3164</th>\n      <td>266</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3165</th>\n      <td>138</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3166</th>\n      <td>115</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3167</th>\n      <td>111</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3168</th>\n      <td>225</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3169</th>\n      <td>460</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3170</th>\n      <td>624</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3171</th>\n      <td>742</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3172</th>\n      <td>764</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3173</th>\n      <td>748</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3174</th>\n      <td>728</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3175</th>\n      <td>806</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3176</th>\n      <td>804</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3177</th>\n      <td>642</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3178</th>\n      <td>616</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3179</th>\n      <td>621</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3180</th>\n      <td>688</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3181</th>\n      <td>664</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3182</th>\n      <td>703</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3183</th>\n      <td>660</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3184</th>\n      <td>600</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3185</th>\n      <td>464</td>\n      <td>20210804</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3186</th>\n      <td>385</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3187</th>\n      <td>280</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3188</th>\n      <td>244</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3189</th>\n      <td>168</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3190</th>\n      <td>112</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3191</th>\n      <td>148</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3192</th>\n      <td>212</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3193</th>\n      <td>411</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3194</th>\n      <td>587</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3195</th>\n      <td>656</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3196</th>\n      <td>767</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3197</th>\n      <td>740</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3198</th>\n      <td>713</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3199</th>\n      <td>759</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3200</th>\n      <td>715</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3201</th>\n      <td>684</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3202</th>\n      <td>624</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3203</th>\n      <td>605</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3204</th>\n      <td>664</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3205</th>\n      <td>676</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3206</th>\n      <td>670</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3207</th>\n      <td>617</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3208</th>\n      <td>592</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3209</th>\n      <td>463</td>\n      <td>20210805</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3210</th>\n      <td>457</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3211</th>\n      <td>352</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3212</th>\n      <td>348</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3213</th>\n      <td>197</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3214</th>\n      <td>173</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3215</th>\n      <td>138</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3216</th>\n      <td>255</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3217</th>\n      <td>489</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3218</th>\n      <td>571</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3219</th>\n      <td>647</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3220</th>\n      <td>668</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3221</th>\n      <td>784</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3222</th>\n      <td>715</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3223</th>\n      <td>746</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3224</th>\n      <td>762</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3225</th>\n      <td>648</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3226</th>\n      <td>631</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3227</th>\n      <td>632</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3228</th>\n      <td>618</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3229</th>\n      <td>660</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3230</th>\n      <td>720</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3231</th>\n      <td>656</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3232</th>\n      <td>592</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3233</th>\n      <td>462</td>\n      <td>20210806</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3234</th>\n      <td>554</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3235</th>\n      <td>457</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3236</th>\n      <td>300</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3237</th>\n      <td>226</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3238</th>\n      <td>138</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3239</th>\n      <td>152</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3240</th>\n      <td>269</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3241</th>\n      <td>386</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3242</th>\n      <td>561</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3243</th>\n      <td>648</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3244</th>\n      <td>715</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3245</th>\n      <td>822</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3246</th>\n      <td>760</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3247</th>\n      <td>775</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3248</th>\n      <td>756</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3249</th>\n      <td>700</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3250</th>\n      <td>639</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3251</th>\n      <td>615</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3252</th>\n      <td>626</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3253</th>\n      <td>608</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3254</th>\n      <td>685</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3255</th>\n      <td>617</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3256</th>\n      <td>569</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3257</th>\n      <td>501</td>\n      <td>20210807</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3258</th>\n      <td>526</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3259</th>\n      <td>393</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3260</th>\n      <td>324</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3261</th>\n      <td>288</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3262</th>\n      <td>156</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3263</th>\n      <td>168</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3264</th>\n      <td>158</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3265</th>\n      <td>252</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3266</th>\n      <td>295</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3267</th>\n      <td>373</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3268</th>\n      <td>454</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3269</th>\n      <td>560</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3270</th>\n      <td>612</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3271</th>\n      <td>616</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3272</th>\n      <td>632</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3273</th>\n      <td>532</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3274</th>\n      <td>577</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3275</th>\n      <td>533</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3276</th>\n      <td>572</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3277</th>\n      <td>624</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3278</th>\n      <td>784</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3279</th>\n      <td>744</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3280</th>\n      <td>721</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3281</th>\n      <td>605</td>\n      <td>20210808</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3282</th>\n      <td>545</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3283</th>\n      <td>536</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3284</th>\n      <td>400</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3285</th>\n      <td>399</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3286</th>\n      <td>197</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3287</th>\n      <td>178</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3288</th>\n      <td>164</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3289</th>\n      <td>180</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3290</th>\n      <td>165</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3291</th>\n      <td>253</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3292</th>\n      <td>297</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3293</th>\n      <td>465</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3294</th>\n      <td>530</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3295</th>\n      <td>582</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3296</th>\n      <td>640</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3297</th>\n      <td>494</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3298</th>\n      <td>412</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3299</th>\n      <td>455</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3300</th>\n      <td>514</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3301</th>\n      <td>520</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3302</th>\n      <td>625</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3303</th>\n      <td>600</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3304</th>\n      <td>583</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3305</th>\n      <td>459</td>\n      <td>20210809</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3306</th>\n      <td>378</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3307</th>\n      <td>309</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3308</th>\n      <td>210</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3309</th>\n      <td>176</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3310</th>\n      <td>115</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3311</th>\n      <td>120</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3312</th>\n      <td>212</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3313</th>\n      <td>448</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3314</th>\n      <td>536</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3315</th>\n      <td>592</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3316</th>\n      <td>724</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3317</th>\n      <td>706</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3318</th>\n      <td>744</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3319</th>\n      <td>720</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3320</th>\n      <td>660</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3321</th>\n      <td>578</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3322</th>\n      <td>596</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3323</th>\n      <td>600</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3324</th>\n      <td>592</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3325</th>\n      <td>583</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3326</th>\n      <td>560</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3327</th>\n      <td>510</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3328</th>\n      <td>496</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3329</th>\n      <td>408</td>\n      <td>20210810</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>3330</th>\n      <td>343</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3331</th>\n      <td>249</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3332</th>\n      <td>213</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3333</th>\n      <td>150</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3334</th>\n      <td>131</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3335</th>\n      <td>147</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3336</th>\n      <td>196</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3337</th>\n      <td>463</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3338</th>\n      <td>540</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3339</th>\n      <td>596</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3340</th>\n      <td>669</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3341</th>\n      <td>728</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3342</th>\n      <td>704</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3343</th>\n      <td>811</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3344</th>\n      <td>656</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3345</th>\n      <td>637</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3346</th>\n      <td>572</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3347</th>\n      <td>612</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3348</th>\n      <td>624</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3349</th>\n      <td>555</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3350</th>\n      <td>660</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3351</th>\n      <td>544</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3352</th>\n      <td>408</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3353</th>\n      <td>300</td>\n      <td>20210811</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>3354</th>\n      <td>309</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3355</th>\n      <td>241</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3356</th>\n      <td>176</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3357</th>\n      <td>110</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3358</th>\n      <td>120</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3359</th>\n      <td>129</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3360</th>\n      <td>264</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3361</th>\n      <td>437</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3362</th>\n      <td>489</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3363</th>\n      <td>605</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3364</th>\n      <td>669</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3365</th>\n      <td>665</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3366</th>\n      <td>765</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3367</th>\n      <td>709</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3368</th>\n      <td>720</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3369</th>\n      <td>648</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3370</th>\n      <td>609</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3371</th>\n      <td>648</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3372</th>\n      <td>678</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3373</th>\n      <td>638</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3374</th>\n      <td>621</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3375</th>\n      <td>634</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3376</th>\n      <td>619</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3377</th>\n      <td>443</td>\n      <td>20210812</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>3378</th>\n      <td>468</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3379</th>\n      <td>307</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3380</th>\n      <td>304</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3381</th>\n      <td>152</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3382</th>\n      <td>159</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3383</th>\n      <td>120</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3384</th>\n      <td>216</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3385</th>\n      <td>446</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3386</th>\n      <td>544</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3387</th>\n      <td>582</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3388</th>\n      <td>733</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3389</th>\n      <td>685</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3390</th>\n      <td>654</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3391</th>\n      <td>759</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3392</th>\n      <td>705</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3393</th>\n      <td>648</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3394</th>\n      <td>596</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3395</th>\n      <td>600</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3396</th>\n      <td>604</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3397</th>\n      <td>608</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3398</th>\n      <td>639</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3399</th>\n      <td>609</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3400</th>\n      <td>556</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3401</th>\n      <td>494</td>\n      <td>20210813</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3402</th>\n      <td>449</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3403</th>\n      <td>368</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3404</th>\n      <td>307</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3405</th>\n      <td>245</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3406</th>\n      <td>160</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3407</th>\n      <td>143</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3408</th>\n      <td>195</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3409</th>\n      <td>374</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3410</th>\n      <td>532</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3411</th>\n      <td>533</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3412</th>\n      <td>660</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3413</th>\n      <td>734</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3414</th>\n      <td>825</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3415</th>\n      <td>660</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3416</th>\n      <td>642</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3417</th>\n      <td>656</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3418</th>\n      <td>597</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3419</th>\n      <td>695</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3420</th>\n      <td>678</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3421</th>\n      <td>614</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3422</th>\n      <td>638</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3423</th>\n      <td>678</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3424</th>\n      <td>649</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3425</th>\n      <td>480</td>\n      <td>20210814</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3426</th>\n      <td>502</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3427</th>\n      <td>473</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3428</th>\n      <td>322</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3429</th>\n      <td>240</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3430</th>\n      <td>210</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3431</th>\n      <td>148</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3432</th>\n      <td>163</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3433</th>\n      <td>208</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3434</th>\n      <td>223</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3435</th>\n      <td>293</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3436</th>\n      <td>377</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3437</th>\n      <td>438</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3438</th>\n      <td>455</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3439</th>\n      <td>666</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3440</th>\n      <td>580</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3441</th>\n      <td>487</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3442</th>\n      <td>416</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3443</th>\n      <td>485</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3444</th>\n      <td>524</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3445</th>\n      <td>620</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3446</th>\n      <td>615</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3447</th>\n      <td>684</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3448</th>\n      <td>656</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3449</th>\n      <td>553</td>\n      <td>20210815</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3450</th>\n      <td>525</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3451</th>\n      <td>465</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3452</th>\n      <td>396</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3453</th>\n      <td>292</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3454</th>\n      <td>195</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3455</th>\n      <td>171</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3456</th>\n      <td>162</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3457</th>\n      <td>196</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3458</th>\n      <td>245</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3459</th>\n      <td>283</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3460</th>\n      <td>370</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3461</th>\n      <td>458</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3462</th>\n      <td>548</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3463</th>\n      <td>533</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3464</th>\n      <td>632</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3465</th>\n      <td>509</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3466</th>\n      <td>492</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3467</th>\n      <td>518</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3468</th>\n      <td>608</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3469</th>\n      <td>551</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3470</th>\n      <td>572</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3471</th>\n      <td>528</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3472</th>\n      <td>424</td>\n      <td>20210816</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3473</th>\n      <td>409</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3474</th>\n      <td>264</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3475</th>\n      <td>213</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3476</th>\n      <td>125</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3477</th>\n      <td>142</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3478</th>\n      <td>176</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3479</th>\n      <td>231</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3480</th>\n      <td>356</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3481</th>\n      <td>572</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3482</th>\n      <td>581</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3483</th>\n      <td>644</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3484</th>\n      <td>732</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3485</th>\n      <td>720</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3486</th>\n      <td>704</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3487</th>\n      <td>680</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3488</th>\n      <td>569</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3489</th>\n      <td>528</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3490</th>\n      <td>600</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3491</th>\n      <td>613</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3492</th>\n      <td>632</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3493</th>\n      <td>551</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3494</th>\n      <td>559</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3495</th>\n      <td>472</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3496</th>\n      <td>363</td>\n      <td>20210817</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>3497</th>\n      <td>286</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3498</th>\n      <td>252</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3499</th>\n      <td>217</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3500</th>\n      <td>138</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3501</th>\n      <td>102</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3502</th>\n      <td>145</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3503</th>\n      <td>215</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3504</th>\n      <td>411</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3505</th>\n      <td>580</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3506</th>\n      <td>660</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3507</th>\n      <td>755</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3508</th>\n      <td>754</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3509</th>\n      <td>740</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3510</th>\n      <td>699</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3511</th>\n      <td>609</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3512</th>\n      <td>668</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3513</th>\n      <td>634</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3514</th>\n      <td>639</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3515</th>\n      <td>639</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3516</th>\n      <td>604</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3517</th>\n      <td>515</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3518</th>\n      <td>432</td>\n      <td>20210818</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>3519</th>\n      <td>360</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3520</th>\n      <td>280</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3521</th>\n      <td>198</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3522</th>\n      <td>150</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3523</th>\n      <td>100</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3524</th>\n      <td>135</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3525</th>\n      <td>248</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3526</th>\n      <td>452</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3527</th>\n      <td>531</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3528</th>\n      <td>620</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3529</th>\n      <td>655</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3530</th>\n      <td>789</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3531</th>\n      <td>699</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3532</th>\n      <td>845</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3533</th>\n      <td>780</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3534</th>\n      <td>643</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3535</th>\n      <td>566</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3536</th>\n      <td>608</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3537</th>\n      <td>630</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3538</th>\n      <td>648</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3539</th>\n      <td>618</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3540</th>\n      <td>617</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3541</th>\n      <td>556</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3542</th>\n      <td>496</td>\n      <td>20210819</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3543</th>\n      <td>386</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3544</th>\n      <td>320</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3545</th>\n      <td>232</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3546</th>\n      <td>146</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3547</th>\n      <td>124</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3548</th>\n      <td>120</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3549</th>\n      <td>248</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3550</th>\n      <td>323</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3551</th>\n      <td>493</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3552</th>\n      <td>699</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3553</th>\n      <td>866</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3554</th>\n      <td>691</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3555</th>\n      <td>720</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3556</th>\n      <td>715</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3557</th>\n      <td>779</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3558</th>\n      <td>660</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3559</th>\n      <td>622</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3560</th>\n      <td>645</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3561</th>\n      <td>682</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3562</th>\n      <td>724</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3563</th>\n      <td>637</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3564</th>\n      <td>628</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3565</th>\n      <td>527</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3566</th>\n      <td>472</td>\n      <td>20210820</td>\n      <td>23.0</td>\n    </tr>\n    <tr>\n      <th>3567</th>\n      <td>540</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3568</th>\n      <td>415</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3569</th>\n      <td>301</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3570</th>\n      <td>129</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3571</th>\n      <td>138</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3572</th>\n      <td>165</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3573</th>\n      <td>288</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3574</th>\n      <td>371</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3575</th>\n      <td>505</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3576</th>\n      <td>584</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3577</th>\n      <td>655</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3578</th>\n      <td>709</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3579</th>\n      <td>711</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3580</th>\n      <td>732</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3581</th>\n      <td>721</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3582</th>\n      <td>599</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3583</th>\n      <td>630</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3584</th>\n      <td>564</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3585</th>\n      <td>639</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3586</th>\n      <td>645</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3587</th>\n      <td>669</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3588</th>\n      <td>696</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3589</th>\n      <td>540</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3590</th>\n      <td>592</td>\n      <td>20210821</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>3591</th>\n      <td>464</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3592</th>\n      <td>463</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3593</th>\n      <td>342</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3594</th>\n      <td>270</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3595</th>\n      <td>189</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3596</th>\n      <td>207</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3597</th>\n      <td>186</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3598</th>\n      <td>261</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3599</th>\n      <td>257</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3600</th>\n      <td>364</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3601</th>\n      <td>480</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3602</th>\n      <td>584</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3603</th>\n      <td>569</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3604</th>\n      <td>608</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3605</th>\n      <td>648</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3606</th>\n      <td>561</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3607</th>\n      <td>545</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3608</th>\n      <td>531</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3609</th>\n      <td>604</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3610</th>\n      <td>704</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3611</th>\n      <td>729</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3612</th>\n      <td>737</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3613</th>\n      <td>692</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3614</th>\n      <td>582</td>\n      <td>20210822</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>3615</th>\n      <td>588</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3616</th>\n      <td>544</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3617</th>\n      <td>434</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3618</th>\n      <td>268</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3619</th>\n      <td>217</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3620</th>\n      <td>175</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3621</th>\n      <td>227</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3622</th>\n      <td>180</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3623</th>\n      <td>273</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3624</th>\n      <td>230</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3625</th>\n      <td>349</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3626</th>\n      <td>400</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3627</th>\n      <td>502</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3628</th>\n      <td>550</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3629</th>\n      <td>559</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3630</th>\n      <td>484</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3631</th>\n      <td>489</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3632</th>\n      <td>526</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3633</th>\n      <td>553</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3634</th>\n      <td>635</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3635</th>\n      <td>620</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3636</th>\n      <td>614</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3637</th>\n      <td>540</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3638</th>\n      <td>498</td>\n      <td>20210823</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3639</th>\n      <td>369</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3640</th>\n      <td>360</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3641</th>\n      <td>229</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3642</th>\n      <td>165</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3643</th>\n      <td>129</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3644</th>\n      <td>138</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3645</th>\n      <td>227</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3646</th>\n      <td>485</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3647</th>\n      <td>549</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3648</th>\n      <td>690</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3649</th>\n      <td>648</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3650</th>\n      <td>664</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3651</th>\n      <td>724</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3652</th>\n      <td>682</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3653</th>\n      <td>772</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3654</th>\n      <td>655</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3655</th>\n      <td>606</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3656</th>\n      <td>679</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3657</th>\n      <td>640</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3658</th>\n      <td>600</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3659</th>\n      <td>582</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3660</th>\n      <td>600</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3661</th>\n      <td>473</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3662</th>\n      <td>429</td>\n      <td>20210824</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3663</th>\n      <td>370</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3664</th>\n      <td>265</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3665</th>\n      <td>360</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3666</th>\n      <td>240</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3667</th>\n      <td>120</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3668</th>\n      <td>120</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3669</th>\n      <td>180</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3670</th>\n      <td>600</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3671</th>\n      <td>588</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3672</th>\n      <td>780</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3673</th>\n      <td>873</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3674</th>\n      <td>779</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3675</th>\n      <td>735</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3676</th>\n      <td>704</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3677</th>\n      <td>684</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3678</th>\n      <td>645</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3679</th>\n      <td>560</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3680</th>\n      <td>694</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3681</th>\n      <td>680</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3682</th>\n      <td>688</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3683</th>\n      <td>636</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3684</th>\n      <td>669</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3685</th>\n      <td>508</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3686</th>\n      <td>432</td>\n      <td>20210825</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3687</th>\n      <td>332</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3688</th>\n      <td>281</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3689</th>\n      <td>253</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3690</th>\n      <td>150</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3691</th>\n      <td>124</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3692</th>\n      <td>133</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3693</th>\n      <td>223</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3694</th>\n      <td>437</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3695</th>\n      <td>596</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3696</th>\n      <td>721</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3697</th>\n      <td>720</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3698</th>\n      <td>788</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3699</th>\n      <td>712</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3700</th>\n      <td>804</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3701</th>\n      <td>720</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3702</th>\n      <td>796</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3703</th>\n      <td>592</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3704</th>\n      <td>664</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3705</th>\n      <td>673</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3706</th>\n      <td>679</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3707</th>\n      <td>715</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3708</th>\n      <td>687</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3709</th>\n      <td>492</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3710</th>\n      <td>432</td>\n      <td>20210826</td>\n      <td>26.0</td>\n    </tr>\n    <tr>\n      <th>3711</th>\n      <td>448</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3712</th>\n      <td>320</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3713</th>\n      <td>257</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3714</th>\n      <td>175</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3715</th>\n      <td>98</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3716</th>\n      <td>142</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3717</th>\n      <td>231</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3718</th>\n      <td>440</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3719</th>\n      <td>600</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3720</th>\n      <td>801</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3721</th>\n      <td>840</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3722</th>\n      <td>628</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3723</th>\n      <td>1015</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3724</th>\n      <td>768</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3725</th>\n      <td>776</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3726</th>\n      <td>720</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3727</th>\n      <td>609</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3728</th>\n      <td>664</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3729</th>\n      <td>725</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3730</th>\n      <td>646</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3731</th>\n      <td>668</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3732</th>\n      <td>642</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3733</th>\n      <td>569</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3734</th>\n      <td>488</td>\n      <td>20210827</td>\n      <td>27.0</td>\n    </tr>\n    <tr>\n      <th>3735</th>\n      <td>570</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3736</th>\n      <td>397</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3737</th>\n      <td>337</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3738</th>\n      <td>221</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3739</th>\n      <td>145</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3740</th>\n      <td>135</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3741</th>\n      <td>249</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3742</th>\n      <td>446</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3743</th>\n      <td>609</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3744</th>\n      <td>665</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3745</th>\n      <td>711</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3746</th>\n      <td>769</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3747</th>\n      <td>780</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3748</th>\n      <td>758</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3749</th>\n      <td>864</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3750</th>\n      <td>648</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3751</th>\n      <td>664</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3752</th>\n      <td>696</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3753</th>\n      <td>618</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3754</th>\n      <td>685</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3755</th>\n      <td>748</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3756</th>\n      <td>696</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3757</th>\n      <td>686</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3758</th>\n      <td>490</td>\n      <td>20210828</td>\n      <td>30.0</td>\n    </tr>\n    <tr>\n      <th>3759</th>\n      <td>480</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3760</th>\n      <td>490</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3761</th>\n      <td>351</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3762</th>\n      <td>260</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3763</th>\n      <td>194</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3764</th>\n      <td>205</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3765</th>\n      <td>207</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3766</th>\n      <td>240</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3767</th>\n      <td>304</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3768</th>\n      <td>333</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3769</th>\n      <td>517</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3770</th>\n      <td>612</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3771</th>\n      <td>695</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3772</th>\n      <td>733</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3773</th>\n      <td>690</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3774</th>\n      <td>632</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3775</th>\n      <td>572</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3776</th>\n      <td>715</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3777</th>\n      <td>772</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3778</th>\n      <td>734</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3779</th>\n      <td>780</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3780</th>\n      <td>878</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3781</th>\n      <td>800</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3782</th>\n      <td>678</td>\n      <td>20210829</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3783</th>\n      <td>713</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3784</th>\n      <td>540</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3785</th>\n      <td>475</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3786</th>\n      <td>250</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3787</th>\n      <td>205</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3788</th>\n      <td>140</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3789</th>\n      <td>213</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3790</th>\n      <td>180</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3791</th>\n      <td>166</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3792</th>\n      <td>235</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3793</th>\n      <td>328</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3794</th>\n      <td>453</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3795</th>\n      <td>552</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3796</th>\n      <td>609</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3797</th>\n      <td>621</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3798</th>\n      <td>605</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3799</th>\n      <td>529</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3800</th>\n      <td>630</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3801</th>\n      <td>752</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3802</th>\n      <td>678</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3803</th>\n      <td>700</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3804</th>\n      <td>912</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3805</th>\n      <td>623</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3806</th>\n      <td>536</td>\n      <td>20210830</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3807</th>\n      <td>440</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3808</th>\n      <td>376</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3809</th>\n      <td>210</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3810</th>\n      <td>160</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3811</th>\n      <td>190</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3812</th>\n      <td>147</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3813</th>\n      <td>265</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3814</th>\n      <td>414</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3815</th>\n      <td>625</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3816</th>\n      <td>705</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3817</th>\n      <td>785</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3818</th>\n      <td>837</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3819</th>\n      <td>884</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3820</th>\n      <td>824</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3821</th>\n      <td>820</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3822</th>\n      <td>771</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3823</th>\n      <td>748</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3824</th>\n      <td>780</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3825</th>\n      <td>792</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3826</th>\n      <td>704</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3827</th>\n      <td>620</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3828</th>\n      <td>544</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3829</th>\n      <td>380</td>\n      <td>20210831</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>3830</th>\n      <td>336</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3831</th>\n      <td>224</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3832</th>\n      <td>195</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3833</th>\n      <td>134</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3834</th>\n      <td>155</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3835</th>\n      <td>132</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3836</th>\n      <td>272</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3837</th>\n      <td>604</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3838</th>\n      <td>771</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3839</th>\n      <td>808</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3840</th>\n      <td>926</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3841</th>\n      <td>884</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3842</th>\n      <td>916</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3843</th>\n      <td>928</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3844</th>\n      <td>916</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3845</th>\n      <td>772</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3846</th>\n      <td>820</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3847</th>\n      <td>1500</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3848</th>\n      <td>836</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3849</th>\n      <td>800</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3850</th>\n      <td>888</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3851</th>\n      <td>769</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3852</th>\n      <td>697</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3853</th>\n      <td>512</td>\n      <td>20210901</td>\n      <td>29.0</td>\n    </tr>\n    <tr>\n      <th>3854</th>\n      <td>476</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3855</th>\n      <td>348</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3856</th>\n      <td>248</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3857</th>\n      <td>147</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3858</th>\n      <td>144</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3859</th>\n      <td>175</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3860</th>\n      <td>288</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3861</th>\n      <td>608</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3862</th>\n      <td>756</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3863</th>\n      <td>933</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3864</th>\n      <td>920</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3865</th>\n      <td>895</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3866</th>\n      <td>936</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3867</th>\n      <td>948</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3868</th>\n      <td>981</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3869</th>\n      <td>905</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3870</th>\n      <td>836</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3871</th>\n      <td>831</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3872</th>\n      <td>941</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3873</th>\n      <td>872</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3874</th>\n      <td>816</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3875</th>\n      <td>748</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3876</th>\n      <td>696</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3877</th>\n      <td>615</td>\n      <td>20210902</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>3878</th>\n      <td>453</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3879</th>\n      <td>364</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3880</th>\n      <td>300</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3881</th>\n      <td>228</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3882</th>\n      <td>185</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3883</th>\n      <td>210</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3884</th>\n      <td>320</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3885</th>\n      <td>592</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3886</th>\n      <td>836</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3887</th>\n      <td>833</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3888</th>\n      <td>888</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3889</th>\n      <td>872</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3890</th>\n      <td>876</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3891</th>\n      <td>932</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3892</th>\n      <td>977</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3893</th>\n      <td>840</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3894</th>\n      <td>824</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3895</th>\n      <td>904</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3896</th>\n      <td>908</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3897</th>\n      <td>872</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3898</th>\n      <td>855</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3899</th>\n      <td>879</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3900</th>\n      <td>740</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3901</th>\n      <td>613</td>\n      <td>20210903</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>3902</th>\n      <td>573</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3903</th>\n      <td>513</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3904</th>\n      <td>408</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3905</th>\n      <td>228</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3906</th>\n      <td>180</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3907</th>\n      <td>172</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3908</th>\n      <td>312</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3909</th>\n      <td>600</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3910</th>\n      <td>816</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3911</th>\n      <td>847</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3912</th>\n      <td>866</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3913</th>\n      <td>932</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3914</th>\n      <td>948</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3915</th>\n      <td>973</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3916</th>\n      <td>912</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3917</th>\n      <td>844</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3918</th>\n      <td>812</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3919</th>\n      <td>852</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3920</th>\n      <td>859</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3921</th>\n      <td>860</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3922</th>\n      <td>937</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3923</th>\n      <td>812</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3924</th>\n      <td>772</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3925</th>\n      <td>679</td>\n      <td>20210904</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>3926</th>\n      <td>664</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3927</th>\n      <td>672</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3928</th>\n      <td>549</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3929</th>\n      <td>456</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3930</th>\n      <td>225</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3931</th>\n      <td>248</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3932</th>\n      <td>224</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3933</th>\n      <td>248</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3934</th>\n      <td>308</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3935</th>\n      <td>481</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3936</th>\n      <td>521</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3937</th>\n      <td>609</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3938</th>\n      <td>664</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3939</th>\n      <td>717</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3940</th>\n      <td>820</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3941</th>\n      <td>748</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3942</th>\n      <td>620</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3943</th>\n      <td>689</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3944</th>\n      <td>784</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3945</th>\n      <td>560</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3946</th>\n      <td>836</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3947</th>\n      <td>856</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3948</th>\n      <td>740</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3949</th>\n      <td>732</td>\n      <td>20210905</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3950</th>\n      <td>712</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3951</th>\n      <td>593</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3952</th>\n      <td>676</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3953</th>\n      <td>368</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3954</th>\n      <td>292</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3955</th>\n      <td>232</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3956</th>\n      <td>223</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3957</th>\n      <td>225</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3958</th>\n      <td>264</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3959</th>\n      <td>345</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3960</th>\n      <td>416</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3961</th>\n      <td>575</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3962</th>\n      <td>681</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3963</th>\n      <td>754</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3964</th>\n      <td>740</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3965</th>\n      <td>652</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3966</th>\n      <td>552</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3967</th>\n      <td>656</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3968</th>\n      <td>680</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3969</th>\n      <td>691</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3970</th>\n      <td>708</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3971</th>\n      <td>764</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3972</th>\n      <td>684</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3973</th>\n      <td>576</td>\n      <td>20210906</td>\n      <td>31.0</td>\n    </tr>\n    <tr>\n      <th>3974</th>\n      <td>500</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3975</th>\n      <td>337</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3976</th>\n      <td>249</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3977</th>\n      <td>141</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3978</th>\n      <td>115</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3979</th>\n      <td>157</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3980</th>\n      <td>349</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3981</th>\n      <td>612</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3982</th>\n      <td>880</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3983</th>\n      <td>896</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3984</th>\n      <td>928</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3985</th>\n      <td>956</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3986</th>\n      <td>1049</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3987</th>\n      <td>1024</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3988</th>\n      <td>1000</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3989</th>\n      <td>920</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3990</th>\n      <td>832</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3991</th>\n      <td>788</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3992</th>\n      <td>857</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3993</th>\n      <td>844</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3994</th>\n      <td>833</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3995</th>\n      <td>781</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3996</th>\n      <td>592</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3997</th>\n      <td>544</td>\n      <td>20210907</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>3998</th>\n      <td>444</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>3999</th>\n      <td>296</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4000</th>\n      <td>208</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4001</th>\n      <td>184</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4002</th>\n      <td>140</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4003</th>\n      <td>130</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4004</th>\n      <td>320</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4005</th>\n      <td>732</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4006</th>\n      <td>864</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4007</th>\n      <td>863</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4008</th>\n      <td>1020</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4009</th>\n      <td>964</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4010</th>\n      <td>908</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4011</th>\n      <td>944</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4012</th>\n      <td>980</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4013</th>\n      <td>829</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4014</th>\n      <td>908</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4015</th>\n      <td>905</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4016</th>\n      <td>900</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4017</th>\n      <td>976</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4018</th>\n      <td>893</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4019</th>\n      <td>825</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4020</th>\n      <td>741</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4021</th>\n      <td>580</td>\n      <td>20210908</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4022</th>\n      <td>527</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4023</th>\n      <td>392</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4024</th>\n      <td>271</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4025</th>\n      <td>211</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4026</th>\n      <td>171</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4027</th>\n      <td>155</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4028</th>\n      <td>312</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4029</th>\n      <td>713</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4030</th>\n      <td>860</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4031</th>\n      <td>917</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4032</th>\n      <td>931</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4033</th>\n      <td>935</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4034</th>\n      <td>896</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4035</th>\n      <td>972</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4036</th>\n      <td>847</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4037</th>\n      <td>881</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4038</th>\n      <td>843</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4039</th>\n      <td>876</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4040</th>\n      <td>920</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4041</th>\n      <td>880</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4042</th>\n      <td>872</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4043</th>\n      <td>752</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4044</th>\n      <td>756</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4045</th>\n      <td>604</td>\n      <td>20210909</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4046</th>\n      <td>580</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4047</th>\n      <td>475</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4048</th>\n      <td>380</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4049</th>\n      <td>180</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4050</th>\n      <td>174</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4051</th>\n      <td>190</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4052</th>\n      <td>321</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4053</th>\n      <td>672</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4054</th>\n      <td>825</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4055</th>\n      <td>916</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4056</th>\n      <td>857</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4057</th>\n      <td>944</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4058</th>\n      <td>900</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4059</th>\n      <td>916</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4060</th>\n      <td>876</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4061</th>\n      <td>821</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4062</th>\n      <td>769</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4063</th>\n      <td>836</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4064</th>\n      <td>956</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4065</th>\n      <td>880</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4066</th>\n      <td>865</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4067</th>\n      <td>796</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4068</th>\n      <td>828</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4069</th>\n      <td>724</td>\n      <td>20210910</td>\n      <td>37.0</td>\n    </tr>\n    <tr>\n      <th>4070</th>\n      <td>663</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4071</th>\n      <td>525</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4072</th>\n      <td>388</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4073</th>\n      <td>311</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4074</th>\n      <td>165</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4075</th>\n      <td>262</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4076</th>\n      <td>368</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4077</th>\n      <td>651</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4078</th>\n      <td>812</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4079</th>\n      <td>840</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4080</th>\n      <td>880</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4081</th>\n      <td>920</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4082</th>\n      <td>992</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4083</th>\n      <td>864</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4084</th>\n      <td>941</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4085</th>\n      <td>873</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4086</th>\n      <td>709</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4087</th>\n      <td>828</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4088</th>\n      <td>821</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4089</th>\n      <td>896</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4090</th>\n      <td>884</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4091</th>\n      <td>844</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4092</th>\n      <td>823</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4093</th>\n      <td>692</td>\n      <td>20210911</td>\n      <td>32.0</td>\n    </tr>\n    <tr>\n      <th>4094</th>\n      <td>733</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4095</th>\n      <td>651</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4096</th>\n      <td>688</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4097</th>\n      <td>464</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4098</th>\n      <td>295</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4099</th>\n      <td>215</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4100</th>\n      <td>240</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4101</th>\n      <td>296</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4102</th>\n      <td>315</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4103</th>\n      <td>477</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4104</th>\n      <td>596</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4105</th>\n      <td>677</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4106</th>\n      <td>769</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4107</th>\n      <td>856</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4108</th>\n      <td>848</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4109</th>\n      <td>669</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4110</th>\n      <td>715</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4111</th>\n      <td>740</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4112</th>\n      <td>745</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4113</th>\n      <td>330</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4114</th>\n      <td>775</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4115</th>\n      <td>911</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4116</th>\n      <td>808</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4117</th>\n      <td>712</td>\n      <td>20210912</td>\n      <td>33.0</td>\n    </tr>\n    <tr>\n      <th>4118</th>\n      <td>731</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4119</th>\n      <td>644</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4120</th>\n      <td>592</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4121</th>\n      <td>396</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4122</th>\n      <td>237</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4123</th>\n      <td>396</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4124</th>\n      <td>500</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4125</th>\n      <td>596</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4126</th>\n      <td>704</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4127</th>\n      <td>729</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4128</th>\n      <td>760</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4129</th>\n      <td>688</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4130</th>\n      <td>664</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4131</th>\n      <td>712</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4132</th>\n      <td>741</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4133</th>\n      <td>763</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4134</th>\n      <td>771</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4135</th>\n      <td>776</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4136</th>\n      <td>624</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4137</th>\n      <td>580</td>\n      <td>20210913</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>4138</th>\n      <td>428</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4139</th>\n      <td>284</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4140</th>\n      <td>249</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4141</th>\n      <td>170</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4142</th>\n      <td>129</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4143</th>\n      <td>171</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4144</th>\n      <td>349</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4145</th>\n      <td>627</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4146</th>\n      <td>784</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4147</th>\n      <td>901</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4148</th>\n      <td>833</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4149</th>\n      <td>960</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4150</th>\n      <td>932</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4151</th>\n      <td>900</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4152</th>\n      <td>1118</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4153</th>\n      <td>910</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4154</th>\n      <td>889</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4155</th>\n      <td>1045</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4156</th>\n      <td>876</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4157</th>\n      <td>813</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4158</th>\n      <td>840</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4159</th>\n      <td>856</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4160</th>\n      <td>704</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4161</th>\n      <td>572</td>\n      <td>20210914</td>\n      <td>41.0</td>\n    </tr>\n    <tr>\n      <th>4162</th>\n      <td>433</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4163</th>\n      <td>340</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4164</th>\n      <td>260</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4165</th>\n      <td>168</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4166</th>\n      <td>159</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4167</th>\n      <td>161</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4168</th>\n      <td>284</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4169</th>\n      <td>733</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4170</th>\n      <td>773</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4171</th>\n      <td>900</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4172</th>\n      <td>949</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4173</th>\n      <td>880</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4174</th>\n      <td>820</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4175</th>\n      <td>865</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4176</th>\n      <td>828</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4177</th>\n      <td>935</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4178</th>\n      <td>820</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4179</th>\n      <td>899</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4180</th>\n      <td>832</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4181</th>\n      <td>876</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4182</th>\n      <td>808</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4183</th>\n      <td>780</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4184</th>\n      <td>675</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4185</th>\n      <td>548</td>\n      <td>20210915</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4186</th>\n      <td>483</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4187</th>\n      <td>376</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4188</th>\n      <td>308</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4189</th>\n      <td>175</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4190</th>\n      <td>154</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4191</th>\n      <td>164</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4192</th>\n      <td>361</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4193</th>\n      <td>684</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4194</th>\n      <td>848</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4195</th>\n      <td>940</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4196</th>\n      <td>984</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4197</th>\n      <td>1016</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4198</th>\n      <td>972</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4199</th>\n      <td>1016</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4200</th>\n      <td>994</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4201</th>\n      <td>1000</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4202</th>\n      <td>865</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4203</th>\n      <td>969</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4204</th>\n      <td>952</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4205</th>\n      <td>856</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4206</th>\n      <td>940</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4207</th>\n      <td>864</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4208</th>\n      <td>744</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4209</th>\n      <td>727</td>\n      <td>20210916</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4210</th>\n      <td>596</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4211</th>\n      <td>395</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4212</th>\n      <td>265</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4213</th>\n      <td>201</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4214</th>\n      <td>148</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4215</th>\n      <td>234</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4216</th>\n      <td>296</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4217</th>\n      <td>623</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4218</th>\n      <td>820</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4219</th>\n      <td>875</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4220</th>\n      <td>919</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4221</th>\n      <td>888</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4222</th>\n      <td>937</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4223</th>\n      <td>996</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4224</th>\n      <td>992</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4225</th>\n      <td>916</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4226</th>\n      <td>831</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4227</th>\n      <td>932</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4228</th>\n      <td>895</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4229</th>\n      <td>915</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4230</th>\n      <td>984</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4231</th>\n      <td>876</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4232</th>\n      <td>792</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4233</th>\n      <td>684</td>\n      <td>20210917</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>4234</th>\n      <td>640</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4235</th>\n      <td>560</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4236</th>\n      <td>399</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4237</th>\n      <td>214</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4238</th>\n      <td>167</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4239</th>\n      <td>196</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4240</th>\n      <td>375</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4241</th>\n      <td>661</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4242</th>\n      <td>700</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4243</th>\n      <td>820</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4244</th>\n      <td>907</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4245</th>\n      <td>915</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4246</th>\n      <td>925</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4247</th>\n      <td>945</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4248</th>\n      <td>960</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4249</th>\n      <td>897</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4250</th>\n      <td>895</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4251</th>\n      <td>869</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4252</th>\n      <td>844</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4253</th>\n      <td>824</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4254</th>\n      <td>821</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4255</th>\n      <td>800</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4256</th>\n      <td>780</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4257</th>\n      <td>645</td>\n      <td>20210918</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4258</th>\n      <td>709</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4259</th>\n      <td>669</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4260</th>\n      <td>540</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4261</th>\n      <td>396</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4262</th>\n      <td>277</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4263</th>\n      <td>248</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4264</th>\n      <td>228</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4265</th>\n      <td>261</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4266</th>\n      <td>280</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4267</th>\n      <td>372</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4268</th>\n      <td>600</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4269</th>\n      <td>676</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4270</th>\n      <td>756</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4271</th>\n      <td>800</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4272</th>\n      <td>793</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4273</th>\n      <td>704</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4274</th>\n      <td>776</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4275</th>\n      <td>804</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4276</th>\n      <td>789</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4277</th>\n      <td>852</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4278</th>\n      <td>948</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4279</th>\n      <td>864</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4280</th>\n      <td>892</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4281</th>\n      <td>704</td>\n      <td>20210919</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>4282</th>\n      <td>603</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4283</th>\n      <td>656</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4284</th>\n      <td>572</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4285</th>\n      <td>404</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4286</th>\n      <td>308</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4287</th>\n      <td>316</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4288</th>\n      <td>247</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4289</th>\n      <td>244</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4290</th>\n      <td>228</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4291</th>\n      <td>396</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4292</th>\n      <td>385</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4293</th>\n      <td>573</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4294</th>\n      <td>600</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4295</th>\n      <td>720</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4296</th>\n      <td>748</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4297</th>\n      <td>687</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4298</th>\n      <td>641</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4299</th>\n      <td>701</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4300</th>\n      <td>740</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4301</th>\n      <td>776</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4302</th>\n      <td>820</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4303</th>\n      <td>720</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4304</th>\n      <td>600</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4305</th>\n      <td>464</td>\n      <td>20210920</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4306</th>\n      <td>451</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4307</th>\n      <td>308</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4308</th>\n      <td>228</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4309</th>\n      <td>147</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4310</th>\n      <td>157</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4311</th>\n      <td>128</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4312</th>\n      <td>312</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4313</th>\n      <td>556</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4314</th>\n      <td>720</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4315</th>\n      <td>824</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4316</th>\n      <td>883</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4317</th>\n      <td>883</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4318</th>\n      <td>937</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4319</th>\n      <td>909</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4320</th>\n      <td>896</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4321</th>\n      <td>863</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4322</th>\n      <td>814</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4323</th>\n      <td>889</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4324</th>\n      <td>820</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4325</th>\n      <td>792</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4326</th>\n      <td>820</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4327</th>\n      <td>756</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4328</th>\n      <td>669</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4329</th>\n      <td>517</td>\n      <td>20210921</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4330</th>\n      <td>508</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4331</th>\n      <td>368</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4332</th>\n      <td>183</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4333</th>\n      <td>150</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4334</th>\n      <td>130</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4335</th>\n      <td>226</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4336</th>\n      <td>324</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4337</th>\n      <td>656</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4338</th>\n      <td>760</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4339</th>\n      <td>849</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4340</th>\n      <td>916</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4341</th>\n      <td>887</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4342</th>\n      <td>920</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4343</th>\n      <td>951</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4344</th>\n      <td>840</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4345</th>\n      <td>852</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4346</th>\n      <td>856</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4347</th>\n      <td>801</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4348</th>\n      <td>828</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4349</th>\n      <td>895</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4350</th>\n      <td>869</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4351</th>\n      <td>764</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4352</th>\n      <td>656</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4353</th>\n      <td>508</td>\n      <td>20210922</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>4354</th>\n      <td>433</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4355</th>\n      <td>341</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4356</th>\n      <td>300</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4357</th>\n      <td>200</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4358</th>\n      <td>120</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4359</th>\n      <td>150</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4360</th>\n      <td>269</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4361</th>\n      <td>557</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4362</th>\n      <td>781</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4363</th>\n      <td>840</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4364</th>\n      <td>906</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4365</th>\n      <td>897</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4366</th>\n      <td>900</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4367</th>\n      <td>917</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4368</th>\n      <td>873</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4369</th>\n      <td>856</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4370</th>\n      <td>949</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4371</th>\n      <td>957</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4372</th>\n      <td>897</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4373</th>\n      <td>936</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4374</th>\n      <td>836</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4375</th>\n      <td>804</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4376</th>\n      <td>748</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4377</th>\n      <td>680</td>\n      <td>20210923</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>4378</th>\n      <td>472</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4379</th>\n      <td>359</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4380</th>\n      <td>245</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4381</th>\n      <td>134</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4382</th>\n      <td>125</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4383</th>\n      <td>204</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4384</th>\n      <td>316</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4385</th>\n      <td>600</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4386</th>\n      <td>759</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4387</th>\n      <td>856</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4388</th>\n      <td>976</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4389</th>\n      <td>968</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4390</th>\n      <td>953</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4391</th>\n      <td>1016</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4392</th>\n      <td>963</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4393</th>\n      <td>912</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4394</th>\n      <td>935</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4395</th>\n      <td>945</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4396</th>\n      <td>896</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4397</th>\n      <td>913</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4398</th>\n      <td>845</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4399</th>\n      <td>873</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4400</th>\n      <td>756</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4401</th>\n      <td>692</td>\n      <td>20210924</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>4402</th>\n      <td>561</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4403</th>\n      <td>376</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4404</th>\n      <td>344</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4405</th>\n      <td>180</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4406</th>\n      <td>160</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4407</th>\n      <td>176</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4408</th>\n      <td>328</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4409</th>\n      <td>572</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4410</th>\n      <td>785</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4411</th>\n      <td>815</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4412</th>\n      <td>934</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4413</th>\n      <td>927</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4414</th>\n      <td>1001</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4415</th>\n      <td>919</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4416</th>\n      <td>960</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4417</th>\n      <td>856</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4418</th>\n      <td>937</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4419</th>\n      <td>944</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4420</th>\n      <td>915</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4421</th>\n      <td>845</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4422</th>\n      <td>856</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4423</th>\n      <td>900</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4424</th>\n      <td>825</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4425</th>\n      <td>708</td>\n      <td>20210925</td>\n      <td>45.0</td>\n    </tr>\n    <tr>\n      <th>4426</th>\n      <td>752</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4427</th>\n      <td>612</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4428</th>\n      <td>569</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4429</th>\n      <td>372</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4430</th>\n      <td>316</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4431</th>\n      <td>200</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4432</th>\n      <td>203</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4433</th>\n      <td>264</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4434</th>\n      <td>319</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4435</th>\n      <td>497</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4436</th>\n      <td>572</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4437</th>\n      <td>609</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4438</th>\n      <td>732</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4439</th>\n      <td>745</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4440</th>\n      <td>808</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4441</th>\n      <td>740</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4442</th>\n      <td>651</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4443</th>\n      <td>744</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4444</th>\n      <td>768</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4445</th>\n      <td>872</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4446</th>\n      <td>821</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4447</th>\n      <td>924</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4448</th>\n      <td>756</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4449</th>\n      <td>736</td>\n      <td>20210926</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>4450</th>\n      <td>660</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4451</th>\n      <td>689</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4452</th>\n      <td>552</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4453</th>\n      <td>371</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4454</th>\n      <td>281</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4455</th>\n      <td>236</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4456</th>\n      <td>263</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4457</th>\n      <td>224</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4458</th>\n      <td>232</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4459</th>\n      <td>337</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4460</th>\n      <td>408</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4461</th>\n      <td>512</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4462</th>\n      <td>644</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4463</th>\n      <td>680</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4464</th>\n      <td>737</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4465</th>\n      <td>660</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4466</th>\n      <td>704</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4467</th>\n      <td>785</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4468</th>\n      <td>704</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4469</th>\n      <td>769</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4470</th>\n      <td>719</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4471</th>\n      <td>688</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4472</th>\n      <td>620</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4473</th>\n      <td>580</td>\n      <td>20210927</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>4474</th>\n      <td>485</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4475</th>\n      <td>364</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4476</th>\n      <td>223</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4477</th>\n      <td>142</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4478</th>\n      <td>142</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4479</th>\n      <td>170</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4480</th>\n      <td>305</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4481</th>\n      <td>547</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4482</th>\n      <td>812</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4483</th>\n      <td>905</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4484</th>\n      <td>920</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4485</th>\n      <td>877</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4486</th>\n      <td>961</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4487</th>\n      <td>1033</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4488</th>\n      <td>909</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4489</th>\n      <td>860</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4490</th>\n      <td>750</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4491</th>\n      <td>829</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4492</th>\n      <td>900</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4493</th>\n      <td>863</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4494</th>\n      <td>776</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4495</th>\n      <td>731</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4496</th>\n      <td>640</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4497</th>\n      <td>532</td>\n      <td>20210928</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>4498</th>\n      <td>440</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4499</th>\n      <td>332</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4500</th>\n      <td>208</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4501</th>\n      <td>116</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4502</th>\n      <td>138</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4503</th>\n      <td>163</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4504</th>\n      <td>305</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4505</th>\n      <td>581</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4506</th>\n      <td>736</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4507</th>\n      <td>917</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4508</th>\n      <td>847</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4509</th>\n      <td>908</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4510</th>\n      <td>889</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4511</th>\n      <td>982</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4512</th>\n      <td>899</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4513</th>\n      <td>815</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4514</th>\n      <td>880</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4515</th>\n      <td>812</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4516</th>\n      <td>828</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4517</th>\n      <td>848</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4518</th>\n      <td>876</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4519</th>\n      <td>708</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4520</th>\n      <td>700</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4521</th>\n      <td>560</td>\n      <td>20210929</td>\n      <td>34.0</td>\n    </tr>\n    <tr>\n      <th>4522</th>\n      <td>456</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4523</th>\n      <td>320</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4524</th>\n      <td>199</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4525</th>\n      <td>197</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4526</th>\n      <td>135</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4527</th>\n      <td>180</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4528</th>\n      <td>289</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4529</th>\n      <td>576</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4530</th>\n      <td>748</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4531</th>\n      <td>849</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4532</th>\n      <td>920</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4533</th>\n      <td>909</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4534</th>\n      <td>976</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4535</th>\n      <td>948</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4536</th>\n      <td>978</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4537</th>\n      <td>824</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4538</th>\n      <td>831</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4539</th>\n      <td>829</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4540</th>\n      <td>884</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4541</th>\n      <td>888</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4542</th>\n      <td>852</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4543</th>\n      <td>900</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4544</th>\n      <td>692</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4545</th>\n      <td>608</td>\n      <td>20210930</td>\n      <td>38.0</td>\n    </tr>\n    <tr>\n      <th>4546</th>\n      <td>476</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4547</th>\n      <td>327</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4548</th>\n      <td>223</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4549</th>\n      <td>188</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4550</th>\n      <td>135</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4551</th>\n      <td>155</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4552</th>\n      <td>287</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4553</th>\n      <td>637</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4554</th>\n      <td>716</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4555</th>\n      <td>825</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4556</th>\n      <td>891</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4557</th>\n      <td>964</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4558</th>\n      <td>872</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4559</th>\n      <td>916</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4560</th>\n      <td>955</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4561</th>\n      <td>968</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4562</th>\n      <td>920</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4563</th>\n      <td>876</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4564</th>\n      <td>876</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4565</th>\n      <td>841</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4566</th>\n      <td>817</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4567</th>\n      <td>873</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4568</th>\n      <td>740</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4569</th>\n      <td>659</td>\n      <td>20211001</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4570</th>\n      <td>512</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4571</th>\n      <td>448</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4572</th>\n      <td>384</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4573</th>\n      <td>236</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4574</th>\n      <td>185</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4575</th>\n      <td>188</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4576</th>\n      <td>321</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4577</th>\n      <td>580</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4578</th>\n      <td>736</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4579</th>\n      <td>844</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4580</th>\n      <td>904</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4581</th>\n      <td>888</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4582</th>\n      <td>923</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4583</th>\n      <td>856</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4584</th>\n      <td>1031</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4585</th>\n      <td>824</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4586</th>\n      <td>892</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4587</th>\n      <td>836</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4588</th>\n      <td>856</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4589</th>\n      <td>856</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4590</th>\n      <td>904</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4591</th>\n      <td>827</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4592</th>\n      <td>889</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4593</th>\n      <td>676</td>\n      <td>20211002</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>4594</th>\n      <td>652</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4595</th>\n      <td>544</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4596</th>\n      <td>376</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4597</th>\n      <td>236</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4598</th>\n      <td>169</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4599</th>\n      <td>171</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4600</th>\n      <td>155</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4601</th>\n      <td>224</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4602</th>\n      <td>300</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4603</th>\n      <td>416</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4604</th>\n      <td>488</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4605</th>\n      <td>588</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4606</th>\n      <td>708</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4607</th>\n      <td>764</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4608</th>\n      <td>816</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4609</th>\n      <td>753</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4610</th>\n      <td>640</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4611</th>\n      <td>644</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4612</th>\n      <td>764</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4613</th>\n      <td>856</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4614</th>\n      <td>824</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4615</th>\n      <td>805</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4616</th>\n      <td>695</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4617</th>\n      <td>724</td>\n      <td>20211003</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4618</th>\n      <td>692</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4619</th>\n      <td>380</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4620</th>\n      <td>324</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4621</th>\n      <td>252</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4622</th>\n      <td>268</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4623</th>\n      <td>185</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4624</th>\n      <td>224</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4625</th>\n      <td>204</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4626</th>\n      <td>225</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4627</th>\n      <td>297</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4628</th>\n      <td>373</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4629</th>\n      <td>512</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4630</th>\n      <td>653</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4631</th>\n      <td>641</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4632</th>\n      <td>716</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4633</th>\n      <td>592</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4634</th>\n      <td>612</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4635</th>\n      <td>641</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4636</th>\n      <td>684</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4637</th>\n      <td>752</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4638</th>\n      <td>760</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4639</th>\n      <td>728</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4640</th>\n      <td>540</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4641</th>\n      <td>480</td>\n      <td>20211004</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>4642</th>\n      <td>451</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4643</th>\n      <td>232</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4644</th>\n      <td>216</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4645</th>\n      <td>93</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4646</th>\n      <td>104</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4647</th>\n      <td>142</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4648</th>\n      <td>309</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4649</th>\n      <td>527</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4650</th>\n      <td>765</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4651</th>\n      <td>848</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4652</th>\n      <td>844</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4653</th>\n      <td>895</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4654</th>\n      <td>856</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4655</th>\n      <td>900</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4656</th>\n      <td>923</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4657</th>\n      <td>840</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4658</th>\n      <td>870</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4659</th>\n      <td>864</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4660</th>\n      <td>752</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4661</th>\n      <td>800</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4662</th>\n      <td>807</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4663</th>\n      <td>745</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4664</th>\n      <td>744</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4665</th>\n      <td>545</td>\n      <td>20211005</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4666</th>\n      <td>336</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4667</th>\n      <td>165</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4668</th>\n      <td>155</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4669</th>\n      <td>125</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4670</th>\n      <td>143</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4671</th>\n      <td>116</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4672</th>\n      <td>312</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4673</th>\n      <td>597</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4674</th>\n      <td>740</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4675</th>\n      <td>888</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4676</th>\n      <td>844</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4677</th>\n      <td>996</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4678</th>\n      <td>921</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4679</th>\n      <td>988</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4680</th>\n      <td>1025</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4681</th>\n      <td>856</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4682</th>\n      <td>824</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4683</th>\n      <td>913</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4684</th>\n      <td>872</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4685</th>\n      <td>860</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4686</th>\n      <td>828</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4687</th>\n      <td>820</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4688</th>\n      <td>587</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4689</th>\n      <td>704</td>\n      <td>20211006</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>4690</th>\n      <td>412</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4691</th>\n      <td>206</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4692</th>\n      <td>160</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4693</th>\n      <td>133</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4694</th>\n      <td>101</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4695</th>\n      <td>152</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4696</th>\n      <td>304</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4697</th>\n      <td>532</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4698</th>\n      <td>731</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4699</th>\n      <td>876</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4700</th>\n      <td>916</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4701</th>\n      <td>948</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4702</th>\n      <td>905</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4703</th>\n      <td>900</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4704</th>\n      <td>903</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4705</th>\n      <td>853</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4706</th>\n      <td>863</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4707</th>\n      <td>890</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4708</th>\n      <td>879</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4709</th>\n      <td>844</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4710</th>\n      <td>868</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4711</th>\n      <td>788</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4712</th>\n      <td>620</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4713</th>\n      <td>688</td>\n      <td>20211007</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4714</th>\n      <td>460</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4715</th>\n      <td>216</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4716</th>\n      <td>132</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4717</th>\n      <td>142</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4718</th>\n      <td>88</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4719</th>\n      <td>143</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4720</th>\n      <td>268</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4721</th>\n      <td>661</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4722</th>\n      <td>720</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4723</th>\n      <td>936</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4724</th>\n      <td>948</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4725</th>\n      <td>880</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4726</th>\n      <td>895</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4727</th>\n      <td>896</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4728</th>\n      <td>1015</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4729</th>\n      <td>800</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4730</th>\n      <td>843</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4731</th>\n      <td>852</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4732</th>\n      <td>805</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4733</th>\n      <td>916</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4734</th>\n      <td>780</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4735</th>\n      <td>874</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4736</th>\n      <td>696</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4737</th>\n      <td>633</td>\n      <td>20211008</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>4738</th>\n      <td>449</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4739</th>\n      <td>360</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4740</th>\n      <td>208</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4741</th>\n      <td>144</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4742</th>\n      <td>151</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4743</th>\n      <td>133</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4744</th>\n      <td>296</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4745</th>\n      <td>545</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4746</th>\n      <td>775</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4747</th>\n      <td>852</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4748</th>\n      <td>868</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4749</th>\n      <td>892</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4750</th>\n      <td>846</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4751</th>\n      <td>968</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4752</th>\n      <td>916</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4753</th>\n      <td>900</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4754</th>\n      <td>841</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4755</th>\n      <td>776</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4756</th>\n      <td>832</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4757</th>\n      <td>872</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4758</th>\n      <td>980</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4759</th>\n      <td>820</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4760</th>\n      <td>785</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4761</th>\n      <td>820</td>\n      <td>20211009</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>4762</th>\n      <td>637</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4763</th>\n      <td>457</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4764</th>\n      <td>339</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4765</th>\n      <td>210</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4766</th>\n      <td>205</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4767</th>\n      <td>176</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4768</th>\n      <td>200</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4769</th>\n      <td>276</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4770</th>\n      <td>272</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4771</th>\n      <td>481</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4772</th>\n      <td>533</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4773</th>\n      <td>593</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4774</th>\n      <td>768</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4775</th>\n      <td>805</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4776</th>\n      <td>812</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4777</th>\n      <td>751</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4778</th>\n      <td>627</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4779</th>\n      <td>765</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4780</th>\n      <td>708</td>\n      <td>20211010</td>\n      <td>50.0</td>\n    </tr>\n    <tr>\n      <th>4781</th>\n      <td>600</td>\n      <td>20211011</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4782</th>\n      <td>760</td>\n      <td>20211011</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4783</th>\n      <td>563</td>\n      <td>20211011</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4784</th>\n      <td>708</td>\n      <td>20211011</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4785</th>\n      <td>728</td>\n      <td>20211011</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4786</th>\n      <td>751</td>\n      <td>20211011</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4787</th>\n      <td>808</td>\n      <td>20211011</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4788</th>\n      <td>844</td>\n      <td>20211011</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4789</th>\n      <td>708</td>\n      <td>20211011</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4790</th>\n      <td>653</td>\n      <td>20211011</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4791</th>\n      <td>536</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4792</th>\n      <td>237</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4793</th>\n      <td>239</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4794</th>\n      <td>155</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4795</th>\n      <td>152</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4796</th>\n      <td>124</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4797</th>\n      <td>168</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4798</th>\n      <td>180</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4799</th>\n      <td>200</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4800</th>\n      <td>341</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4801</th>\n      <td>412</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4802</th>\n      <td>521</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4803</th>\n      <td>669</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4804</th>\n      <td>676</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4805</th>\n      <td>707</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4806</th>\n      <td>692</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4807</th>\n      <td>518</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4808</th>\n      <td>655</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4809</th>\n      <td>644</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4810</th>\n      <td>660</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4811</th>\n      <td>640</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4812</th>\n      <td>636</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4813</th>\n      <td>540</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4814</th>\n      <td>468</td>\n      <td>20211012</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4815</th>\n      <td>256</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4816</th>\n      <td>192</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4817</th>\n      <td>213</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4818</th>\n      <td>120</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4819</th>\n      <td>114</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4820</th>\n      <td>115</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4821</th>\n      <td>280</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4822</th>\n      <td>584</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4823</th>\n      <td>724</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4824</th>\n      <td>832</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4825</th>\n      <td>840</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4826</th>\n      <td>960</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4827</th>\n      <td>934</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4828</th>\n      <td>908</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4829</th>\n      <td>909</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4830</th>\n      <td>828</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4831</th>\n      <td>845</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4832</th>\n      <td>820</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4833</th>\n      <td>813</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4834</th>\n      <td>872</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4835</th>\n      <td>797</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4836</th>\n      <td>712</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4837</th>\n      <td>628</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4838</th>\n      <td>677</td>\n      <td>20211013</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4839</th>\n      <td>436</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4840</th>\n      <td>224</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4841</th>\n      <td>180</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4842</th>\n      <td>132</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4843</th>\n      <td>107</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4844</th>\n      <td>150</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4845</th>\n      <td>225</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4846</th>\n      <td>628</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4847</th>\n      <td>812</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4848</th>\n      <td>892</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4849</th>\n      <td>884</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4850</th>\n      <td>880</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4851</th>\n      <td>900</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4852</th>\n      <td>895</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4853</th>\n      <td>896</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4854</th>\n      <td>840</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4855</th>\n      <td>791</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4856</th>\n      <td>844</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4857</th>\n      <td>844</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4858</th>\n      <td>824</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4859</th>\n      <td>868</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4860</th>\n      <td>824</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4861</th>\n      <td>692</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4862</th>\n      <td>692</td>\n      <td>20211014</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4863</th>\n      <td>484</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4864</th>\n      <td>236</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4865</th>\n      <td>180</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4866</th>\n      <td>104</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4867</th>\n      <td>133</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4868</th>\n      <td>120</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4869</th>\n      <td>260</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4870</th>\n      <td>580</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4871</th>\n      <td>772</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4872</th>\n      <td>844</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4873</th>\n      <td>852</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4874</th>\n      <td>990</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4875</th>\n      <td>928</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4876</th>\n      <td>845</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4877</th>\n      <td>966</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4878</th>\n      <td>860</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4879</th>\n      <td>861</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4880</th>\n      <td>952</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4881</th>\n      <td>912</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4882</th>\n      <td>912</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4883</th>\n      <td>884</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4884</th>\n      <td>832</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4885</th>\n      <td>724</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4886</th>\n      <td>600</td>\n      <td>20211015</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4887</th>\n      <td>476</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4888</th>\n      <td>272</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4889</th>\n      <td>236</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4890</th>\n      <td>140</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4891</th>\n      <td>125</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4892</th>\n      <td>148</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4893</th>\n      <td>297</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4894</th>\n      <td>584</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4895</th>\n      <td>672</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4896</th>\n      <td>836</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4897</th>\n      <td>997</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4898</th>\n      <td>873</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4899</th>\n      <td>895</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4900</th>\n      <td>903</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4901</th>\n      <td>960</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4902</th>\n      <td>828</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4903</th>\n      <td>824</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4904</th>\n      <td>780</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4905</th>\n      <td>900</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4906</th>\n      <td>879</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4907</th>\n      <td>924</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4908</th>\n      <td>884</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4909</th>\n      <td>760</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4910</th>\n      <td>790</td>\n      <td>20211016</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>4911</th>\n      <td>695</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4912</th>\n      <td>400</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4913</th>\n      <td>253</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4914</th>\n      <td>227</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4915</th>\n      <td>225</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4916</th>\n      <td>220</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4917</th>\n      <td>219</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4918</th>\n      <td>208</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4919</th>\n      <td>236</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4920</th>\n      <td>420</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4921</th>\n      <td>562</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4922</th>\n      <td>608</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4923</th>\n      <td>712</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4924</th>\n      <td>875</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4925</th>\n      <td>856</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4926</th>\n      <td>719</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4927</th>\n      <td>672</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4928</th>\n      <td>644</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4929</th>\n      <td>753</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4930</th>\n      <td>868</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4931</th>\n      <td>857</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4932</th>\n      <td>888</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4933</th>\n      <td>732</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4934</th>\n      <td>688</td>\n      <td>20211017</td>\n      <td>46.0</td>\n    </tr>\n    <tr>\n      <th>4935</th>\n      <td>636</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4936</th>\n      <td>508</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4937</th>\n      <td>355</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4938</th>\n      <td>278</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4939</th>\n      <td>243</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4940</th>\n      <td>216</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4941</th>\n      <td>212</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4942</th>\n      <td>279</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4943</th>\n      <td>212</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4944</th>\n      <td>300</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4945</th>\n      <td>381</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4946</th>\n      <td>472</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4947</th>\n      <td>630</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4948</th>\n      <td>665</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4949</th>\n      <td>712</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4950</th>\n      <td>605</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4951</th>\n      <td>648</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4952</th>\n      <td>724</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4953</th>\n      <td>769</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4954</th>\n      <td>761</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4955</th>\n      <td>768</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4956</th>\n      <td>655</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4957</th>\n      <td>612</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4958</th>\n      <td>488</td>\n      <td>20211018</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4959</th>\n      <td>352</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4960</th>\n      <td>163</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4961</th>\n      <td>164</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4962</th>\n      <td>120</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4963</th>\n      <td>115</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4964</th>\n      <td>144</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4965</th>\n      <td>244</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4966</th>\n      <td>543</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4967</th>\n      <td>659</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4968</th>\n      <td>896</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4969</th>\n      <td>889</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4970</th>\n      <td>904</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4971</th>\n      <td>869</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4972</th>\n      <td>907</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4973</th>\n      <td>885</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4974</th>\n      <td>776</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4975</th>\n      <td>799</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4976</th>\n      <td>848</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4977</th>\n      <td>840</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4978</th>\n      <td>860</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4979</th>\n      <td>835</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4980</th>\n      <td>721</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4981</th>\n      <td>604</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4982</th>\n      <td>557</td>\n      <td>20211019</td>\n      <td>44.0</td>\n    </tr>\n    <tr>\n      <th>4983</th>\n      <td>417</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4984</th>\n      <td>232</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4985</th>\n      <td>162</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4986</th>\n      <td>111</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4987</th>\n      <td>120</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4988</th>\n      <td>170</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4989</th>\n      <td>316</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4990</th>\n      <td>504</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4991</th>\n      <td>685</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4992</th>\n      <td>763</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4993</th>\n      <td>816</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4994</th>\n      <td>917</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4995</th>\n      <td>840</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4996</th>\n      <td>866</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4997</th>\n      <td>859</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4998</th>\n      <td>756</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>4999</th>\n      <td>835</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5000</th>\n      <td>836</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5001</th>\n      <td>788</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5002</th>\n      <td>816</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5003</th>\n      <td>828</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5004</th>\n      <td>711</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5005</th>\n      <td>632</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5006</th>\n      <td>468</td>\n      <td>20211020</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5007</th>\n      <td>340</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5008</th>\n      <td>175</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5009</th>\n      <td>142</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5010</th>\n      <td>99</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5011</th>\n      <td>97</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5012</th>\n      <td>132</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5013</th>\n      <td>339</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5014</th>\n      <td>551</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5015</th>\n      <td>752</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5016</th>\n      <td>910</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5017</th>\n      <td>889</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5018</th>\n      <td>772</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5019</th>\n      <td>932</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5020</th>\n      <td>946</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5021</th>\n      <td>945</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5022</th>\n      <td>812</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5023</th>\n      <td>815</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5024</th>\n      <td>869</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5025</th>\n      <td>836</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5026</th>\n      <td>851</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5027</th>\n      <td>744</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5028</th>\n      <td>801</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5029</th>\n      <td>680</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5030</th>\n      <td>540</td>\n      <td>20211021</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>5031</th>\n      <td>356</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5032</th>\n      <td>205</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5033</th>\n      <td>159</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5034</th>\n      <td>140</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5035</th>\n      <td>153</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5036</th>\n      <td>140</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5037</th>\n      <td>308</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5038</th>\n      <td>516</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5039</th>\n      <td>687</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5040</th>\n      <td>768</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5041</th>\n      <td>817</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5042</th>\n      <td>868</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5043</th>\n      <td>944</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5044</th>\n      <td>835</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5045</th>\n      <td>1027</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5046</th>\n      <td>909</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5047</th>\n      <td>768</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5048</th>\n      <td>853</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5049</th>\n      <td>892</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5050</th>\n      <td>876</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5051</th>\n      <td>835</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5052</th>\n      <td>822</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5053</th>\n      <td>756</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5054</th>\n      <td>584</td>\n      <td>20211022</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5055</th>\n      <td>448</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5056</th>\n      <td>288</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5057</th>\n      <td>220</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5058</th>\n      <td>180</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5059</th>\n      <td>120</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5060</th>\n      <td>153</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5061</th>\n      <td>284</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5062</th>\n      <td>558</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5063</th>\n      <td>684</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5064</th>\n      <td>862</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5065</th>\n      <td>835</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5066</th>\n      <td>883</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5067</th>\n      <td>849</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5068</th>\n      <td>941</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5069</th>\n      <td>1044</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5070</th>\n      <td>872</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5071</th>\n      <td>812</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5072</th>\n      <td>856</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5073</th>\n      <td>844</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5074</th>\n      <td>928</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5075</th>\n      <td>900</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5076</th>\n      <td>792</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5077</th>\n      <td>748</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5078</th>\n      <td>703</td>\n      <td>20211023</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5079</th>\n      <td>643</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5080</th>\n      <td>412</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5081</th>\n      <td>344</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5082</th>\n      <td>228</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5083</th>\n      <td>187</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5084</th>\n      <td>180</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5085</th>\n      <td>188</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5086</th>\n      <td>227</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5087</th>\n      <td>369</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5088</th>\n      <td>416</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5089</th>\n      <td>471</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5090</th>\n      <td>596</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5091</th>\n      <td>736</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5092</th>\n      <td>805</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5093</th>\n      <td>839</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5094</th>\n      <td>744</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5095</th>\n      <td>656</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5096</th>\n      <td>653</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5097</th>\n      <td>728</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5098</th>\n      <td>795</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5099</th>\n      <td>855</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5100</th>\n      <td>928</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5101</th>\n      <td>824</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5102</th>\n      <td>720</td>\n      <td>20211024</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5103</th>\n      <td>700</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5104</th>\n      <td>673</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5105</th>\n      <td>326</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5106</th>\n      <td>219</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5107</th>\n      <td>167</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5108</th>\n      <td>160</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5109</th>\n      <td>142</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5110</th>\n      <td>183</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5111</th>\n      <td>231</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5112</th>\n      <td>316</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5113</th>\n      <td>473</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5114</th>\n      <td>568</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5115</th>\n      <td>436</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5116</th>\n      <td>632</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5117</th>\n      <td>729</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5118</th>\n      <td>717</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5119</th>\n      <td>604</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5120</th>\n      <td>784</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5121</th>\n      <td>764</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5122</th>\n      <td>841</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5123</th>\n      <td>704</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5124</th>\n      <td>636</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5125</th>\n      <td>515</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5126</th>\n      <td>409</td>\n      <td>20211025</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5127</th>\n      <td>388</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5128</th>\n      <td>228</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5129</th>\n      <td>110</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5130</th>\n      <td>100</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5131</th>\n      <td>82</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5132</th>\n      <td>120</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5133</th>\n      <td>328</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5134</th>\n      <td>564</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5135</th>\n      <td>796</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5136</th>\n      <td>819</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5137</th>\n      <td>840</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5138</th>\n      <td>871</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5139</th>\n      <td>948</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5140</th>\n      <td>908</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5141</th>\n      <td>951</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5142</th>\n      <td>844</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5143</th>\n      <td>900</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5144</th>\n      <td>810</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5145</th>\n      <td>896</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5146</th>\n      <td>724</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5147</th>\n      <td>780</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5148</th>\n      <td>708</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5149</th>\n      <td>636</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5150</th>\n      <td>384</td>\n      <td>20211026</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5151</th>\n      <td>305</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5152</th>\n      <td>188</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5153</th>\n      <td>112</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5154</th>\n      <td>96</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5155</th>\n      <td>83</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5156</th>\n      <td>133</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5157</th>\n      <td>304</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5158</th>\n      <td>596</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5159</th>\n      <td>748</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5160</th>\n      <td>796</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5161</th>\n      <td>865</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5162</th>\n      <td>864</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5163</th>\n      <td>803</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5164</th>\n      <td>944</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5165</th>\n      <td>987</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5166</th>\n      <td>880</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5167</th>\n      <td>889</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5168</th>\n      <td>788</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5169</th>\n      <td>916</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5170</th>\n      <td>861</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5171</th>\n      <td>844</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5172</th>\n      <td>804</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5173</th>\n      <td>660</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5174</th>\n      <td>456</td>\n      <td>20211027</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5175</th>\n      <td>391</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5176</th>\n      <td>163</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5177</th>\n      <td>115</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5178</th>\n      <td>78</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5179</th>\n      <td>90</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5180</th>\n      <td>109</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5181</th>\n      <td>316</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5182</th>\n      <td>588</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5183</th>\n      <td>792</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5184</th>\n      <td>845</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5185</th>\n      <td>905</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5186</th>\n      <td>888</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5187</th>\n      <td>852</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5188</th>\n      <td>896</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5189</th>\n      <td>929</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5190</th>\n      <td>924</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5191</th>\n      <td>792</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5192</th>\n      <td>856</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5193</th>\n      <td>876</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5194</th>\n      <td>864</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5195</th>\n      <td>869</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5196</th>\n      <td>753</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5197</th>\n      <td>632</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5198</th>\n      <td>548</td>\n      <td>20211028</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5199</th>\n      <td>408</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5200</th>\n      <td>232</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5201</th>\n      <td>140</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5202</th>\n      <td>125</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5203</th>\n      <td>80</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5204</th>\n      <td>112</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5205</th>\n      <td>272</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5206</th>\n      <td>565</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5207</th>\n      <td>829</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5208</th>\n      <td>909</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5209</th>\n      <td>840</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5210</th>\n      <td>955</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5211</th>\n      <td>1072</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5212</th>\n      <td>913</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5213</th>\n      <td>984</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5214</th>\n      <td>876</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5215</th>\n      <td>828</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5216</th>\n      <td>924</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5217</th>\n      <td>921</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5218</th>\n      <td>923</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5219</th>\n      <td>836</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5220</th>\n      <td>820</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5221</th>\n      <td>668</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5222</th>\n      <td>615</td>\n      <td>20211029</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5223</th>\n      <td>527</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5224</th>\n      <td>336</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5225</th>\n      <td>130</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5226</th>\n      <td>93</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5227</th>\n      <td>113</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5228</th>\n      <td>116</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5229</th>\n      <td>288</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5230</th>\n      <td>527</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5231</th>\n      <td>647</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5232</th>\n      <td>824</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5233</th>\n      <td>808</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5234</th>\n      <td>884</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5235</th>\n      <td>968</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5236</th>\n      <td>911</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5237</th>\n      <td>832</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5238</th>\n      <td>901</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5239</th>\n      <td>832</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5240</th>\n      <td>820</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5241</th>\n      <td>862</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5242</th>\n      <td>836</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5243</th>\n      <td>876</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5244</th>\n      <td>876</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5245</th>\n      <td>788</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5246</th>\n      <td>772</td>\n      <td>20211030</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5247</th>\n      <td>640</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5248</th>\n      <td>569</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5249</th>\n      <td>217</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5250</th>\n      <td>124</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5251</th>\n      <td>148</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5252</th>\n      <td>136</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5253</th>\n      <td>180</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5254</th>\n      <td>216</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5255</th>\n      <td>287</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5256</th>\n      <td>424</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5257</th>\n      <td>577</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5258</th>\n      <td>644</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5259</th>\n      <td>813</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5260</th>\n      <td>804</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5261</th>\n      <td>876</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5262</th>\n      <td>869</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5263</th>\n      <td>767</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5264</th>\n      <td>818</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5265</th>\n      <td>872</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5266</th>\n      <td>895</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5267</th>\n      <td>875</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5268</th>\n      <td>895</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5269</th>\n      <td>924</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5270</th>\n      <td>897</td>\n      <td>20211031</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>5271</th>\n      <td>692</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5272</th>\n      <td>432</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5273</th>\n      <td>224</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5274</th>\n      <td>168</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5275</th>\n      <td>141</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5276</th>\n      <td>154</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5277</th>\n      <td>136</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5278</th>\n      <td>220</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5279</th>\n      <td>204</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5280</th>\n      <td>292</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5281</th>\n      <td>384</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5282</th>\n      <td>560</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5283</th>\n      <td>596</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5284</th>\n      <td>656</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5285</th>\n      <td>855</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5286</th>\n      <td>695</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5287</th>\n      <td>660</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5288</th>\n      <td>752</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5289</th>\n      <td>816</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5290</th>\n      <td>816</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5291</th>\n      <td>843</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5292</th>\n      <td>728</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5293</th>\n      <td>676</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5294</th>\n      <td>668</td>\n      <td>20211101</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>5295</th>\n      <td>504</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5296</th>\n      <td>377</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5297</th>\n      <td>157</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5298</th>\n      <td>116</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5299</th>\n      <td>100</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5300</th>\n      <td>95</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5301</th>\n      <td>154</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5302</th>\n      <td>204</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5303</th>\n      <td>200</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5304</th>\n      <td>324</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5305</th>\n      <td>428</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5306</th>\n      <td>532</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5307</th>\n      <td>652</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5308</th>\n      <td>672</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5309</th>\n      <td>736</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5310</th>\n      <td>640</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5311</th>\n      <td>635</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5312</th>\n      <td>688</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5313</th>\n      <td>768</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5314</th>\n      <td>745</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5315</th>\n      <td>705</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5316</th>\n      <td>620</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5317</th>\n      <td>516</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5318</th>\n      <td>409</td>\n      <td>20211102</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>5319</th>\n      <td>344</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5320</th>\n      <td>189</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5321</th>\n      <td>111</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5322</th>\n      <td>90</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5323</th>\n      <td>100</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5324</th>\n      <td>109</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5325</th>\n      <td>352</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5326</th>\n      <td>516</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5327</th>\n      <td>713</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5328</th>\n      <td>806</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5329</th>\n      <td>815</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5330</th>\n      <td>900</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5331</th>\n      <td>876</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5332</th>\n      <td>925</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5333</th>\n      <td>942</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5334</th>\n      <td>935</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5335</th>\n      <td>820</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5336</th>\n      <td>816</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5337</th>\n      <td>928</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5338</th>\n      <td>747</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5339</th>\n      <td>764</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5340</th>\n      <td>680</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5341</th>\n      <td>628</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5342</th>\n      <td>468</td>\n      <td>20211103</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5343</th>\n      <td>348</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5344</th>\n      <td>184</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5345</th>\n      <td>102</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5346</th>\n      <td>81</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5347</th>\n      <td>60</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5348</th>\n      <td>120</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5349</th>\n      <td>320</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5350</th>\n      <td>623</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5351</th>\n      <td>710</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5352</th>\n      <td>885</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5353</th>\n      <td>872</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5354</th>\n      <td>878</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5355</th>\n      <td>907</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5356</th>\n      <td>959</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5357</th>\n      <td>887</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5358</th>\n      <td>784</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5359</th>\n      <td>825</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5360</th>\n      <td>828</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5361</th>\n      <td>1020</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5362</th>\n      <td>816</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5363</th>\n      <td>744</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5364</th>\n      <td>733</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5365</th>\n      <td>655</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5366</th>\n      <td>608</td>\n      <td>20211104</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>5367</th>\n      <td>397</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5368</th>\n      <td>188</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5369</th>\n      <td>127</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5370</th>\n      <td>128</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5371</th>\n      <td>80</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5372</th>\n      <td>152</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5373</th>\n      <td>312</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5374</th>\n      <td>576</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5375</th>\n      <td>768</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5376</th>\n      <td>860</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5377</th>\n      <td>827</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5378</th>\n      <td>861</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5379</th>\n      <td>1230</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5380</th>\n      <td>918</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5381</th>\n      <td>895</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5382</th>\n      <td>828</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5383</th>\n      <td>859</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5384</th>\n      <td>832</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5385</th>\n      <td>812</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5386</th>\n      <td>884</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5387</th>\n      <td>769</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5388</th>\n      <td>764</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5389</th>\n      <td>656</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5390</th>\n      <td>672</td>\n      <td>20211105</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>5391</th>\n      <td>508</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5392</th>\n      <td>256</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5393</th>\n      <td>114</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5394</th>\n      <td>120</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5395</th>\n      <td>95</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5396</th>\n      <td>128</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5397</th>\n      <td>296</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5398</th>\n      <td>616</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5399</th>\n      <td>807</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5400</th>\n      <td>848</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5401</th>\n      <td>890</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5402</th>\n      <td>932</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5403</th>\n      <td>923</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5404</th>\n      <td>1089</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5405</th>\n      <td>1011</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5406</th>\n      <td>872</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5407</th>\n      <td>860</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5408</th>\n      <td>940</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5409</th>\n      <td>865</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5410</th>\n      <td>824</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5411</th>\n      <td>940</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5412</th>\n      <td>841</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5413</th>\n      <td>807</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5414</th>\n      <td>888</td>\n      <td>20211106</td>\n      <td>78.0</td>\n    </tr>\n    <tr>\n      <th>5415</th>\n      <td>571</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5416</th>\n      <td>660</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5417</th>\n      <td>168</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5418</th>\n      <td>137</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5419</th>\n      <td>128</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5420</th>\n      <td>132</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5421</th>\n      <td>180</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5422</th>\n      <td>236</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5423</th>\n      <td>305</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5424</th>\n      <td>444</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5425</th>\n      <td>604</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5426</th>\n      <td>668</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5427</th>\n      <td>776</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5428</th>\n      <td>907</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5429</th>\n      <td>920</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5430</th>\n      <td>840</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5431</th>\n      <td>680</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5432</th>\n      <td>692</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5433</th>\n      <td>829</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5434</th>\n      <td>833</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5435</th>\n      <td>848</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5436</th>\n      <td>825</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5437</th>\n      <td>816</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5438</th>\n      <td>876</td>\n      <td>20211107</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>5439</th>\n      <td>612</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5440</th>\n      <td>620</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5441</th>\n      <td>196</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5442</th>\n      <td>128</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5443</th>\n      <td>129</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5444</th>\n      <td>95</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5445</th>\n      <td>125</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5446</th>\n      <td>204</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5447</th>\n      <td>204</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5448</th>\n      <td>268</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5449</th>\n      <td>304</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5450</th>\n      <td>384</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5451</th>\n      <td>513</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5452</th>\n      <td>515</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5453</th>\n      <td>592</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5454</th>\n      <td>500</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5455</th>\n      <td>575</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5456</th>\n      <td>512</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5457</th>\n      <td>648</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5458</th>\n      <td>708</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5459</th>\n      <td>784</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5460</th>\n      <td>772</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5461</th>\n      <td>684</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5462</th>\n      <td>604</td>\n      <td>20211108</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>5463</th>\n      <td>432</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5464</th>\n      <td>320</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5465</th>\n      <td>140</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5466</th>\n      <td>124</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5467</th>\n      <td>90</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5468</th>\n      <td>82</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5469</th>\n      <td>150</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5470</th>\n      <td>199</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5471</th>\n      <td>280</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5472</th>\n      <td>385</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5473</th>\n      <td>500</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5474</th>\n      <td>497</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5475</th>\n      <td>628</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5476</th>\n      <td>788</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5477</th>\n      <td>692</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5478</th>\n      <td>701</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5479</th>\n      <td>600</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5480</th>\n      <td>620</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5481</th>\n      <td>740</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5482</th>\n      <td>680</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5483</th>\n      <td>645</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5484</th>\n      <td>576</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5485</th>\n      <td>580</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5486</th>\n      <td>464</td>\n      <td>20211109</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5487</th>\n      <td>332</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5488</th>\n      <td>139</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5489</th>\n      <td>114</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5490</th>\n      <td>87</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5491</th>\n      <td>90</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5492</th>\n      <td>110</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5493</th>\n      <td>248</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5494</th>\n      <td>516</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5495</th>\n      <td>744</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5496</th>\n      <td>832</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5497</th>\n      <td>848</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5498</th>\n      <td>828</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5499</th>\n      <td>904</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5500</th>\n      <td>904</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5501</th>\n      <td>923</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5502</th>\n      <td>880</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5503</th>\n      <td>792</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5504</th>\n      <td>832</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5505</th>\n      <td>889</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5506</th>\n      <td>844</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5507</th>\n      <td>871</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5508</th>\n      <td>709</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5509</th>\n      <td>748</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5510</th>\n      <td>500</td>\n      <td>20211110</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5511</th>\n      <td>456</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5512</th>\n      <td>181</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5513</th>\n      <td>120</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5514</th>\n      <td>115</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5515</th>\n      <td>66</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5516</th>\n      <td>160</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5517</th>\n      <td>210</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5518</th>\n      <td>535</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5519</th>\n      <td>840</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5520</th>\n      <td>832</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5521</th>\n      <td>833</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5522</th>\n      <td>795</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5523</th>\n      <td>840</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5524</th>\n      <td>884</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5525</th>\n      <td>917</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5526</th>\n      <td>804</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5527</th>\n      <td>821</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5528</th>\n      <td>816</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5529</th>\n      <td>780</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5530</th>\n      <td>884</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5531</th>\n      <td>800</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5532</th>\n      <td>772</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5533</th>\n      <td>704</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5534</th>\n      <td>552</td>\n      <td>20211111</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5535</th>\n      <td>441</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5536</th>\n      <td>255</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5537</th>\n      <td>130</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5538</th>\n      <td>112</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5539</th>\n      <td>109</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5540</th>\n      <td>133</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5541</th>\n      <td>336</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5542</th>\n      <td>605</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5543</th>\n      <td>774</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5544</th>\n      <td>840</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5545</th>\n      <td>874</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5546</th>\n      <td>948</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5547</th>\n      <td>985</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5548</th>\n      <td>981</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5549</th>\n      <td>942</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5550</th>\n      <td>876</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5551</th>\n      <td>880</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5552</th>\n      <td>919</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5553</th>\n      <td>912</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5554</th>\n      <td>924</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5555</th>\n      <td>892</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5556</th>\n      <td>836</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5557</th>\n      <td>724</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5558</th>\n      <td>724</td>\n      <td>20211112</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5559</th>\n      <td>772</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5560</th>\n      <td>385</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5561</th>\n      <td>160</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5562</th>\n      <td>120</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5563</th>\n      <td>78</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5564</th>\n      <td>151</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5565</th>\n      <td>268</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5566</th>\n      <td>572</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5567</th>\n      <td>812</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5568</th>\n      <td>816</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5569</th>\n      <td>856</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5570</th>\n      <td>820</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5571</th>\n      <td>944</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5572</th>\n      <td>968</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5573</th>\n      <td>983</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5574</th>\n      <td>1000</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5575</th>\n      <td>884</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5576</th>\n      <td>888</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5577</th>\n      <td>864</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5578</th>\n      <td>876</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5579</th>\n      <td>868</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5580</th>\n      <td>920</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5581</th>\n      <td>831</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5582</th>\n      <td>812</td>\n      <td>20211113</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>5583</th>\n      <td>964</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5584</th>\n      <td>719</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5585</th>\n      <td>189</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5586</th>\n      <td>157</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5587</th>\n      <td>115</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5588</th>\n      <td>112</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5589</th>\n      <td>180</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5590</th>\n      <td>291</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5591</th>\n      <td>349</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5592</th>\n      <td>412</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5593</th>\n      <td>596</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5594</th>\n      <td>678</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5595</th>\n      <td>752</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5596</th>\n      <td>784</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5597</th>\n      <td>876</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5598</th>\n      <td>744</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5599</th>\n      <td>672</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5600</th>\n      <td>768</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5601</th>\n      <td>824</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5602</th>\n      <td>907</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5603</th>\n      <td>833</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5604</th>\n      <td>829</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5605</th>\n      <td>796</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5606</th>\n      <td>921</td>\n      <td>20211114</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5607</th>\n      <td>768</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5608</th>\n      <td>656</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5609</th>\n      <td>181</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5610</th>\n      <td>134</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5611</th>\n      <td>110</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5612</th>\n      <td>120</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5613</th>\n      <td>185</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5614</th>\n      <td>194</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5615</th>\n      <td>184</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5616</th>\n      <td>372</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5617</th>\n      <td>424</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5618</th>\n      <td>488</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5619</th>\n      <td>642</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5620</th>\n      <td>788</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5621</th>\n      <td>760</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5622</th>\n      <td>768</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5623</th>\n      <td>677</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5624</th>\n      <td>745</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5625</th>\n      <td>688</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5626</th>\n      <td>676</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5627</th>\n      <td>792</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5628</th>\n      <td>754</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5629</th>\n      <td>667</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5630</th>\n      <td>600</td>\n      <td>20211115</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>5631</th>\n      <td>485</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5632</th>\n      <td>193</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5633</th>\n      <td>90</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5634</th>\n      <td>86</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5635</th>\n      <td>80</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5636</th>\n      <td>100</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5637</th>\n      <td>364</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5638</th>\n      <td>480</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5639</th>\n      <td>696</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5640</th>\n      <td>852</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5641</th>\n      <td>812</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5642</th>\n      <td>908</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5643</th>\n      <td>964</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5644</th>\n      <td>896</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5645</th>\n      <td>900</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5646</th>\n      <td>829</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5647</th>\n      <td>804</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5648</th>\n      <td>800</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5649</th>\n      <td>839</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5650</th>\n      <td>888</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5651</th>\n      <td>816</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5652</th>\n      <td>720</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5653</th>\n      <td>636</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5654</th>\n      <td>624</td>\n      <td>20211116</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>5655</th>\n      <td>412</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5656</th>\n      <td>188</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5657</th>\n      <td>120</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5658</th>\n      <td>120</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5659</th>\n      <td>110</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5660</th>\n      <td>124</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5661</th>\n      <td>279</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5662</th>\n      <td>492</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5663</th>\n      <td>792</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5664</th>\n      <td>858</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5665</th>\n      <td>908</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5666</th>\n      <td>880</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5667</th>\n      <td>874</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5668</th>\n      <td>940</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5669</th>\n      <td>988</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5670</th>\n      <td>932</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5671</th>\n      <td>848</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5672</th>\n      <td>896</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5673</th>\n      <td>832</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5674</th>\n      <td>840</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5675</th>\n      <td>788</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5676</th>\n      <td>789</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5677</th>\n      <td>613</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5678</th>\n      <td>452</td>\n      <td>20211117</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>5679</th>\n      <td>402</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5680</th>\n      <td>160</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5681</th>\n      <td>132</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5682</th>\n      <td>95</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5683</th>\n      <td>132</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5684</th>\n      <td>180</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5685</th>\n      <td>304</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5686</th>\n      <td>523</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5687</th>\n      <td>724</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5688</th>\n      <td>851</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5689</th>\n      <td>840</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5690</th>\n      <td>949</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5691</th>\n      <td>928</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5692</th>\n      <td>948</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5693</th>\n      <td>1006</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5694</th>\n      <td>901</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5695</th>\n      <td>832</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5696</th>\n      <td>885</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5697</th>\n      <td>892</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5698</th>\n      <td>853</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5699</th>\n      <td>936</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5700</th>\n      <td>748</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5701</th>\n      <td>661</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5702</th>\n      <td>556</td>\n      <td>20211118</td>\n      <td>87.0</td>\n    </tr>\n    <tr>\n      <th>5703</th>\n      <td>485</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5704</th>\n      <td>235</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5705</th>\n      <td>133</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5706</th>\n      <td>120</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5707</th>\n      <td>99</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5708</th>\n      <td>172</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5709</th>\n      <td>300</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5710</th>\n      <td>531</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5711</th>\n      <td>776</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5712</th>\n      <td>916</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5713</th>\n      <td>896</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5714</th>\n      <td>900</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5715</th>\n      <td>951</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5716</th>\n      <td>1002</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5717</th>\n      <td>1020</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5718</th>\n      <td>884</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5719</th>\n      <td>884</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5720</th>\n      <td>884</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5721</th>\n      <td>915</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5722</th>\n      <td>956</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5723</th>\n      <td>864</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5724</th>\n      <td>808</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5725</th>\n      <td>796</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5726</th>\n      <td>692</td>\n      <td>20211119</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>5727</th>\n      <td>744</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5728</th>\n      <td>408</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5729</th>\n      <td>148</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5730</th>\n      <td>116</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5731</th>\n      <td>114</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5732</th>\n      <td>138</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5733</th>\n      <td>339</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5734</th>\n      <td>544</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5735</th>\n      <td>728</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5736</th>\n      <td>812</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5737</th>\n      <td>880</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5738</th>\n      <td>888</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5739</th>\n      <td>976</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5740</th>\n      <td>931</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5741</th>\n      <td>965</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5742</th>\n      <td>840</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5743</th>\n      <td>915</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5744</th>\n      <td>856</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5745</th>\n      <td>831</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5746</th>\n      <td>936</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5747</th>\n      <td>964</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5748</th>\n      <td>877</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5749</th>\n      <td>800</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5750</th>\n      <td>912</td>\n      <td>20211120</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>5751</th>\n      <td>833</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5752</th>\n      <td>701</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5753</th>\n      <td>196</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5754</th>\n      <td>184</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5755</th>\n      <td>120</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5756</th>\n      <td>129</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5757</th>\n      <td>185</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5758</th>\n      <td>276</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5759</th>\n      <td>284</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5760</th>\n      <td>452</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5761</th>\n      <td>611</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5762</th>\n      <td>736</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5763</th>\n      <td>756</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5764</th>\n      <td>867</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5765</th>\n      <td>935</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5766</th>\n      <td>820</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5767</th>\n      <td>736</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5768</th>\n      <td>776</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5769</th>\n      <td>739</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5770</th>\n      <td>895</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5771</th>\n      <td>929</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5772</th>\n      <td>896</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5773</th>\n      <td>863</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5774</th>\n      <td>832</td>\n      <td>20211121</td>\n      <td>47.0</td>\n    </tr>\n    <tr>\n      <th>5775</th>\n      <td>636</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5776</th>\n      <td>588</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5777</th>\n      <td>200</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5778</th>\n      <td>120</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5779</th>\n      <td>114</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5780</th>\n      <td>103</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5781</th>\n      <td>140</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5782</th>\n      <td>200</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5783</th>\n      <td>272</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5784</th>\n      <td>416</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5785</th>\n      <td>384</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5786</th>\n      <td>572</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5787</th>\n      <td>652</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5788</th>\n      <td>768</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5789</th>\n      <td>740</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5790</th>\n      <td>680</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5791</th>\n      <td>680</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5792</th>\n      <td>756</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5793</th>\n      <td>836</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5794</th>\n      <td>812</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5795</th>\n      <td>792</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5796</th>\n      <td>817</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5797</th>\n      <td>720</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5798</th>\n      <td>481</td>\n      <td>20211122</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>5799</th>\n      <td>441</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5800</th>\n      <td>183</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5801</th>\n      <td>536</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5802</th>\n      <td>760</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5803</th>\n      <td>828</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5804</th>\n      <td>864</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5805</th>\n      <td>904</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5806</th>\n      <td>887</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5807</th>\n      <td>912</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5808</th>\n      <td>967</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5809</th>\n      <td>732</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5810</th>\n      <td>844</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5811</th>\n      <td>831</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5812</th>\n      <td>856</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5813</th>\n      <td>825</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5814</th>\n      <td>804</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5815</th>\n      <td>692</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5816</th>\n      <td>568</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5817</th>\n      <td>457</td>\n      <td>20211123</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>5818</th>\n      <td>400</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5819</th>\n      <td>204</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5820</th>\n      <td>107</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5821</th>\n      <td>115</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5822</th>\n      <td>87</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5823</th>\n      <td>136</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5824</th>\n      <td>288</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5825</th>\n      <td>527</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5826</th>\n      <td>736</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5827</th>\n      <td>868</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5828</th>\n      <td>930</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5829</th>\n      <td>960</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5830</th>\n      <td>909</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5831</th>\n      <td>1012</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5832</th>\n      <td>981</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5833</th>\n      <td>816</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5834</th>\n      <td>826</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5835</th>\n      <td>876</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5836</th>\n      <td>821</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5837</th>\n      <td>868</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5838</th>\n      <td>794</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5839</th>\n      <td>784</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5840</th>\n      <td>717</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5841</th>\n      <td>644</td>\n      <td>20211124</td>\n      <td>66.0</td>\n    </tr>\n    <tr>\n      <th>5842</th>\n      <td>428</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5843</th>\n      <td>202</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5844</th>\n      <td>120</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5845</th>\n      <td>100</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5846</th>\n      <td>80</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5847</th>\n      <td>131</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5848</th>\n      <td>289</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5849</th>\n      <td>547</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5850</th>\n      <td>808</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5851</th>\n      <td>777</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5852</th>\n      <td>849</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5853</th>\n      <td>897</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5854</th>\n      <td>994</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5855</th>\n      <td>915</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5856</th>\n      <td>1000</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5857</th>\n      <td>955</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5858</th>\n      <td>832</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5859</th>\n      <td>855</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5860</th>\n      <td>908</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5861</th>\n      <td>876</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5862</th>\n      <td>844</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5863</th>\n      <td>777</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5864</th>\n      <td>744</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5865</th>\n      <td>632</td>\n      <td>20211125</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>5866</th>\n      <td>524</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5867</th>\n      <td>280</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5868</th>\n      <td>115</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5869</th>\n      <td>120</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5870</th>\n      <td>72</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5871</th>\n      <td>133</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5872</th>\n      <td>264</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5873</th>\n      <td>504</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5874</th>\n      <td>766</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5875</th>\n      <td>792</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5876</th>\n      <td>923</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5877</th>\n      <td>858</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5878</th>\n      <td>882</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5879</th>\n      <td>907</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5880</th>\n      <td>1015</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5881</th>\n      <td>913</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5882</th>\n      <td>847</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5883</th>\n      <td>781</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5884</th>\n      <td>887</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5885</th>\n      <td>868</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5886</th>\n      <td>924</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5887</th>\n      <td>889</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5888</th>\n      <td>860</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5889</th>\n      <td>780</td>\n      <td>20211126</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>5890</th>\n      <td>628</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5891</th>\n      <td>308</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5892</th>\n      <td>137</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5893</th>\n      <td>112</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5894</th>\n      <td>100</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5895</th>\n      <td>157</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5896</th>\n      <td>308</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5897</th>\n      <td>568</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5898</th>\n      <td>806</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5899</th>\n      <td>728</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5900</th>\n      <td>824</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5901</th>\n      <td>892</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5902</th>\n      <td>880</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5903</th>\n      <td>839</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5904</th>\n      <td>828</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5905</th>\n      <td>820</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5906</th>\n      <td>765</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5907</th>\n      <td>836</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5908</th>\n      <td>917</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5909</th>\n      <td>868</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5910</th>\n      <td>880</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5911</th>\n      <td>968</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5912</th>\n      <td>883</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5913</th>\n      <td>852</td>\n      <td>20211127</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>5914</th>\n      <td>796</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5915</th>\n      <td>716</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5916</th>\n      <td>171</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5917</th>\n      <td>147</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5918</th>\n      <td>130</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5919</th>\n      <td>126</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5920</th>\n      <td>163</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5921</th>\n      <td>276</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5922</th>\n      <td>344</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5923</th>\n      <td>412</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5924</th>\n      <td>547</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5925</th>\n      <td>660</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5926</th>\n      <td>862</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5927</th>\n      <td>744</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5928</th>\n      <td>880</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5929</th>\n      <td>809</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5930</th>\n      <td>680</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5931</th>\n      <td>736</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5932</th>\n      <td>804</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5933</th>\n      <td>811</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5934</th>\n      <td>816</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5935</th>\n      <td>836</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5936</th>\n      <td>836</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5937</th>\n      <td>932</td>\n      <td>20211128</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5938</th>\n      <td>800</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5939</th>\n      <td>569</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5940</th>\n      <td>179</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5941</th>\n      <td>156</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5942</th>\n      <td>90</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5943</th>\n      <td>121</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5944</th>\n      <td>146</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5945</th>\n      <td>200</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5946</th>\n      <td>221</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5947</th>\n      <td>352</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5948</th>\n      <td>396</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5949</th>\n      <td>565</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5950</th>\n      <td>652</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5951</th>\n      <td>739</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5952</th>\n      <td>817</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5953</th>\n      <td>784</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5954</th>\n      <td>725</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5955</th>\n      <td>772</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5956</th>\n      <td>860</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5957</th>\n      <td>864</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5958</th>\n      <td>888</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5959</th>\n      <td>772</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5960</th>\n      <td>784</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5961</th>\n      <td>616</td>\n      <td>20211129</td>\n      <td>80.0</td>\n    </tr>\n    <tr>\n      <th>5962</th>\n      <td>472</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5963</th>\n      <td>204</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5964</th>\n      <td>116</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5965</th>\n      <td>92</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5966</th>\n      <td>100</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5967</th>\n      <td>162</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5968</th>\n      <td>285</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5969</th>\n      <td>528</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5970</th>\n      <td>695</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5971</th>\n      <td>832</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5972</th>\n      <td>910</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5973</th>\n      <td>1025</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5974</th>\n      <td>823</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5975</th>\n      <td>984</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5976</th>\n      <td>900</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5977</th>\n      <td>895</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5978</th>\n      <td>801</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5979</th>\n      <td>972</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5980</th>\n      <td>858</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5981</th>\n      <td>805</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5982</th>\n      <td>860</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5983</th>\n      <td>788</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5984</th>\n      <td>716</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5985</th>\n      <td>468</td>\n      <td>20211130</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>5986</th>\n      <td>388</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5987</th>\n      <td>172</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5988</th>\n      <td>104</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5989</th>\n      <td>103</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5990</th>\n      <td>84</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5991</th>\n      <td>115</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5992</th>\n      <td>285</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5993</th>\n      <td>540</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5994</th>\n      <td>687</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5995</th>\n      <td>785</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5996</th>\n      <td>803</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5997</th>\n      <td>920</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5998</th>\n      <td>900</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>5999</th>\n      <td>936</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>6000</th>\n      <td>872</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>6001</th>\n      <td>861</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>6002</th>\n      <td>920</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>6003</th>\n      <td>872</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>6004</th>\n      <td>932</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>6005</th>\n      <td>888</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>6006</th>\n      <td>891</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>6007</th>\n      <td>892</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>6008</th>\n      <td>656</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>6009</th>\n      <td>576</td>\n      <td>20211201</td>\n      <td>60.0</td>\n    </tr>\n    <tr>\n      <th>6010</th>\n      <td>404</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6011</th>\n      <td>184</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6012</th>\n      <td>115</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6013</th>\n      <td>107</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6014</th>\n      <td>93</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6015</th>\n      <td>125</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6016</th>\n      <td>240</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6017</th>\n      <td>476</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6018</th>\n      <td>772</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6019</th>\n      <td>844</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6020</th>\n      <td>823</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6021</th>\n      <td>995</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6022</th>\n      <td>951</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6023</th>\n      <td>1052</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6024</th>\n      <td>1098</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6025</th>\n      <td>824</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6026</th>\n      <td>964</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6027</th>\n      <td>887</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6028</th>\n      <td>881</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6029</th>\n      <td>879</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6030</th>\n      <td>859</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6031</th>\n      <td>748</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6032</th>\n      <td>729</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6033</th>\n      <td>656</td>\n      <td>20211202</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>6034</th>\n      <td>487</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6035</th>\n      <td>251</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6036</th>\n      <td>141</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6037</th>\n      <td>104</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6038</th>\n      <td>60</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6039</th>\n      <td>108</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6040</th>\n      <td>340</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6041</th>\n      <td>603</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6042</th>\n      <td>805</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6043</th>\n      <td>966</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6044</th>\n      <td>840</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6045</th>\n      <td>1015</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6046</th>\n      <td>1011</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6047</th>\n      <td>1006</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6048</th>\n      <td>950</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6049</th>\n      <td>737</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6050</th>\n      <td>896</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6051</th>\n      <td>899</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6052</th>\n      <td>945</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6053</th>\n      <td>825</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6054</th>\n      <td>937</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6055</th>\n      <td>869</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6056</th>\n      <td>855</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6057</th>\n      <td>685</td>\n      <td>20211203</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6058</th>\n      <td>493</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6059</th>\n      <td>348</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6060</th>\n      <td>140</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6061</th>\n      <td>132</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6062</th>\n      <td>98</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6063</th>\n      <td>120</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6064</th>\n      <td>352</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6065</th>\n      <td>579</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6066</th>\n      <td>879</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6067</th>\n      <td>840</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6068</th>\n      <td>886</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6069</th>\n      <td>934</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6070</th>\n      <td>974</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6071</th>\n      <td>972</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6072</th>\n      <td>974</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6073</th>\n      <td>997</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6074</th>\n      <td>960</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6075</th>\n      <td>839</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6076</th>\n      <td>882</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6077</th>\n      <td>892</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6078</th>\n      <td>960</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6079</th>\n      <td>969</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6080</th>\n      <td>960</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6081</th>\n      <td>756</td>\n      <td>20211204</td>\n      <td>67.0</td>\n    </tr>\n    <tr>\n      <th>6082</th>\n      <td>1020</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6083</th>\n      <td>400</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6084</th>\n      <td>420</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6085</th>\n      <td>150</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6086</th>\n      <td>120</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6087</th>\n      <td>80</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6088</th>\n      <td>320</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6089</th>\n      <td>270</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6090</th>\n      <td>480</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6091</th>\n      <td>480</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6092</th>\n      <td>740</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6093</th>\n      <td>1140</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6094</th>\n      <td>960</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6095</th>\n      <td>732</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6096</th>\n      <td>780</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6097</th>\n      <td>840</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6098</th>\n      <td>1020</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6099</th>\n      <td>1320</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6100</th>\n      <td>1140</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6101</th>\n      <td>720</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6102</th>\n      <td>705</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6103</th>\n      <td>1290</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6104</th>\n      <td>1620</td>\n      <td>20211205</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6105</th>\n      <td>660</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6106</th>\n      <td>620</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6107</th>\n      <td>270</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6108</th>\n      <td>180</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6109</th>\n      <td>120</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6110</th>\n      <td>280</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6111</th>\n      <td>210</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6112</th>\n      <td>204</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6113</th>\n      <td>450</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6114</th>\n      <td>450</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6115</th>\n      <td>720</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6116</th>\n      <td>607</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6117</th>\n      <td>876</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6118</th>\n      <td>800</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6119</th>\n      <td>795</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6120</th>\n      <td>795</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6121</th>\n      <td>930</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6122</th>\n      <td>825</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6123</th>\n      <td>1200</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6124</th>\n      <td>1180</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6125</th>\n      <td>1500</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6126</th>\n      <td>920</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6127</th>\n      <td>1200</td>\n      <td>20211206</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6128</th>\n      <td>1020</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6129</th>\n      <td>300</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6130</th>\n      <td>120</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6131</th>\n      <td>120</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6132</th>\n      <td>60</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6133</th>\n      <td>75</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6134</th>\n      <td>210</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6135</th>\n      <td>165</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6136</th>\n      <td>330</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6137</th>\n      <td>600</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6138</th>\n      <td>480</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6139</th>\n      <td>780</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6140</th>\n      <td>540</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6141</th>\n      <td>810</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6142</th>\n      <td>1260</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6143</th>\n      <td>720</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6144</th>\n      <td>600</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6145</th>\n      <td>360</td>\n      <td>20211207</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6146</th>\n      <td>60</td>\n      <td>20211208</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6147</th>\n      <td>120</td>\n      <td>20211208</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6148</th>\n      <td>300</td>\n      <td>20211208</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6149</th>\n      <td>180</td>\n      <td>20211208</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6150</th>\n      <td>450</td>\n      <td>20211208</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6151</th>\n      <td>480</td>\n      <td>20211208</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6152</th>\n      <td>1080</td>\n      <td>20211208</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6153</th>\n      <td>1020</td>\n      <td>20211208</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6154</th>\n      <td>1200</td>\n      <td>20211208</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6155</th>\n      <td>600</td>\n      <td>20211208</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6156</th>\n      <td>660</td>\n      <td>20211208</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6157</th>\n      <td>840</td>\n      <td>20211208</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6158</th>\n      <td>120</td>\n      <td>20211208</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6159</th>\n      <td>60</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6160</th>\n      <td>480</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6161</th>\n      <td>480</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6162</th>\n      <td>360</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6163</th>\n      <td>420</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6164</th>\n      <td>710</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6165</th>\n      <td>888</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6166</th>\n      <td>932</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6167</th>\n      <td>964</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6168</th>\n      <td>873</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6169</th>\n      <td>888</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6170</th>\n      <td>840</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6171</th>\n      <td>904</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6172</th>\n      <td>920</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6173</th>\n      <td>859</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6174</th>\n      <td>729</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6175</th>\n      <td>672</td>\n      <td>20211209</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6176</th>\n      <td>460</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6177</th>\n      <td>236</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6178</th>\n      <td>120</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6179</th>\n      <td>96</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6180</th>\n      <td>110</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6181</th>\n      <td>148</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6182</th>\n      <td>264</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6183</th>\n      <td>492</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6184</th>\n      <td>760</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6185</th>\n      <td>779</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6186</th>\n      <td>876</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6187</th>\n      <td>916</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6188</th>\n      <td>983</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6189</th>\n      <td>913</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6190</th>\n      <td>1012</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6191</th>\n      <td>891</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6192</th>\n      <td>804</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6193</th>\n      <td>833</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6194</th>\n      <td>872</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6195</th>\n      <td>873</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6196</th>\n      <td>865</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6197</th>\n      <td>896</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6198</th>\n      <td>737</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6199</th>\n      <td>724</td>\n      <td>20211210</td>\n      <td>83.0</td>\n    </tr>\n    <tr>\n      <th>6200</th>\n      <td>599</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6201</th>\n      <td>295</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6202</th>\n      <td>109</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6203</th>\n      <td>109</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6204</th>\n      <td>132</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6205</th>\n      <td>156</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6206</th>\n      <td>295</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6207</th>\n      <td>543</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6208</th>\n      <td>688</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6209</th>\n      <td>788</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6210</th>\n      <td>844</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6211</th>\n      <td>857</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6212</th>\n      <td>988</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6213</th>\n      <td>964</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6214</th>\n      <td>988</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6215</th>\n      <td>948</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6216</th>\n      <td>864</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6217</th>\n      <td>824</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6218</th>\n      <td>895</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6219</th>\n      <td>839</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6220</th>\n      <td>897</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6221</th>\n      <td>940</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6222</th>\n      <td>872</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6223</th>\n      <td>956</td>\n      <td>20211211</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6224</th>\n      <td>805</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6225</th>\n      <td>679</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6226</th>\n      <td>168</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6227</th>\n      <td>146</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6228</th>\n      <td>175</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6229</th>\n      <td>150</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6230</th>\n      <td>201</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6231</th>\n      <td>260</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6232</th>\n      <td>328</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6233</th>\n      <td>441</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6234</th>\n      <td>576</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6235</th>\n      <td>788</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6236</th>\n      <td>816</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6237</th>\n      <td>916</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6238</th>\n      <td>841</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6239</th>\n      <td>868</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6240</th>\n      <td>756</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6241</th>\n      <td>836</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6242</th>\n      <td>855</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6243</th>\n      <td>748</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6244</th>\n      <td>856</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6245</th>\n      <td>843</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6246</th>\n      <td>861</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6247</th>\n      <td>795</td>\n      <td>20211212</td>\n      <td>56.0</td>\n    </tr>\n    <tr>\n      <th>6248</th>\n      <td>724</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6249</th>\n      <td>581</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6250</th>\n      <td>200</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6251</th>\n      <td>139</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6252</th>\n      <td>111</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6253</th>\n      <td>140</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6254</th>\n      <td>170</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6255</th>\n      <td>216</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6256</th>\n      <td>212</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6257</th>\n      <td>364</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6258</th>\n      <td>408</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6259</th>\n      <td>568</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6260</th>\n      <td>688</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6261</th>\n      <td>796</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6262</th>\n      <td>784</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6263</th>\n      <td>720</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6264</th>\n      <td>788</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6265</th>\n      <td>753</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6266</th>\n      <td>889</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6267</th>\n      <td>908</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6268</th>\n      <td>880</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6269</th>\n      <td>784</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6270</th>\n      <td>683</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6271</th>\n      <td>627</td>\n      <td>20211213</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>6272</th>\n      <td>468</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6273</th>\n      <td>280</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6274</th>\n      <td>585</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6275</th>\n      <td>721</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6276</th>\n      <td>797</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6277</th>\n      <td>844</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6278</th>\n      <td>931</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6279</th>\n      <td>904</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6280</th>\n      <td>905</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6281</th>\n      <td>915</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6282</th>\n      <td>928</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6283</th>\n      <td>869</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6284</th>\n      <td>841</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6285</th>\n      <td>844</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6286</th>\n      <td>800</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6287</th>\n      <td>840</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6288</th>\n      <td>801</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6289</th>\n      <td>608</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6290</th>\n      <td>556</td>\n      <td>20211214</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6291</th>\n      <td>372</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6292</th>\n      <td>196</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6293</th>\n      <td>143</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6294</th>\n      <td>106</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6295</th>\n      <td>92</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6296</th>\n      <td>119</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6297</th>\n      <td>220</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6298</th>\n      <td>548</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6299</th>\n      <td>685</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6300</th>\n      <td>837</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6301</th>\n      <td>800</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6302</th>\n      <td>1008</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6303</th>\n      <td>953</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6304</th>\n      <td>965</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6305</th>\n      <td>937</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6306</th>\n      <td>847</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6307</th>\n      <td>820</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6308</th>\n      <td>905</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6309</th>\n      <td>876</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6310</th>\n      <td>872</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6311</th>\n      <td>788</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6312</th>\n      <td>796</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6313</th>\n      <td>704</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6314</th>\n      <td>632</td>\n      <td>20211215</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6315</th>\n      <td>384</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6316</th>\n      <td>220</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6317</th>\n      <td>125</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6318</th>\n      <td>143</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6319</th>\n      <td>100</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6320</th>\n      <td>160</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6321</th>\n      <td>272</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6322</th>\n      <td>564</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6323</th>\n      <td>724</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6324</th>\n      <td>825</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6325</th>\n      <td>839</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6326</th>\n      <td>967</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6327</th>\n      <td>956</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6328</th>\n      <td>924</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6329</th>\n      <td>961</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6330</th>\n      <td>893</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6331</th>\n      <td>900</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6332</th>\n      <td>880</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6333</th>\n      <td>872</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6334</th>\n      <td>852</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6335</th>\n      <td>905</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6336</th>\n      <td>824</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6337</th>\n      <td>761</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6338</th>\n      <td>696</td>\n      <td>20211216</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>6339</th>\n      <td>508</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6340</th>\n      <td>240</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6341</th>\n      <td>177</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6342</th>\n      <td>103</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6343</th>\n      <td>105</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6344</th>\n      <td>154</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6345</th>\n      <td>368</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6346</th>\n      <td>644</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6347</th>\n      <td>692</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6348</th>\n      <td>780</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6349</th>\n      <td>876</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6350</th>\n      <td>949</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6351</th>\n      <td>932</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6352</th>\n      <td>964</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6353</th>\n      <td>949</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6354</th>\n      <td>880</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6355</th>\n      <td>884</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6356</th>\n      <td>936</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6357</th>\n      <td>876</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6358</th>\n      <td>905</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6359</th>\n      <td>996</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6360</th>\n      <td>844</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6361</th>\n      <td>880</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6362</th>\n      <td>792</td>\n      <td>20211217</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6363</th>\n      <td>656</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6364</th>\n      <td>416</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6365</th>\n      <td>132</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6366</th>\n      <td>113</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6367</th>\n      <td>98</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6368</th>\n      <td>154</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6369</th>\n      <td>272</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6370</th>\n      <td>503</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6371</th>\n      <td>755</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6372</th>\n      <td>801</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6373</th>\n      <td>812</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6374</th>\n      <td>943</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6375</th>\n      <td>944</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6376</th>\n      <td>899</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6377</th>\n      <td>825</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6378</th>\n      <td>1150</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6379</th>\n      <td>930</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6380</th>\n      <td>1050</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6381</th>\n      <td>1116</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6382</th>\n      <td>1220</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6383</th>\n      <td>880</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6384</th>\n      <td>876</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6385</th>\n      <td>860</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6386</th>\n      <td>904</td>\n      <td>20211218</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>6387</th>\n      <td>841</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6388</th>\n      <td>609</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6389</th>\n      <td>240</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6390</th>\n      <td>136</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6391</th>\n      <td>158</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6392</th>\n      <td>146</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6393</th>\n      <td>165</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6394</th>\n      <td>236</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6395</th>\n      <td>330</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6396</th>\n      <td>492</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6397</th>\n      <td>616</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6398</th>\n      <td>629</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6399</th>\n      <td>776</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6400</th>\n      <td>819</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6401</th>\n      <td>864</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6402</th>\n      <td>884</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6403</th>\n      <td>784</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6404</th>\n      <td>687</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6405</th>\n      <td>844</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6406</th>\n      <td>904</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6407</th>\n      <td>871</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6408</th>\n      <td>888</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6409</th>\n      <td>872</td>\n      <td>20211219</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6410</th>\n      <td>416</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6411</th>\n      <td>496</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6412</th>\n      <td>171</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6413</th>\n      <td>124</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6414</th>\n      <td>110</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6415</th>\n      <td>140</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6416</th>\n      <td>198</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6417</th>\n      <td>248</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6418</th>\n      <td>237</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6419</th>\n      <td>320</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6420</th>\n      <td>472</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6421</th>\n      <td>652</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6422</th>\n      <td>727</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6423</th>\n      <td>784</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6424</th>\n      <td>768</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6425</th>\n      <td>752</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6426</th>\n      <td>700</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6427</th>\n      <td>736</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6428</th>\n      <td>900</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6429</th>\n      <td>915</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6430</th>\n      <td>888</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6431</th>\n      <td>853</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6432</th>\n      <td>820</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6433</th>\n      <td>629</td>\n      <td>20211220</td>\n      <td>81.0</td>\n    </tr>\n    <tr>\n      <th>6434</th>\n      <td>491</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6435</th>\n      <td>196</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6436</th>\n      <td>143</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6437</th>\n      <td>112</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6438</th>\n      <td>80</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6439</th>\n      <td>156</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6440</th>\n      <td>284</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6441</th>\n      <td>604</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6442</th>\n      <td>681</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6443</th>\n      <td>741</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6444</th>\n      <td>868</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6445</th>\n      <td>884</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6446</th>\n      <td>972</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6447</th>\n      <td>912</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6448</th>\n      <td>908</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6449</th>\n      <td>900</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6450</th>\n      <td>844</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6451</th>\n      <td>816</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6452</th>\n      <td>896</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6453</th>\n      <td>896</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6454</th>\n      <td>944</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6455</th>\n      <td>796</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6456</th>\n      <td>732</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6457</th>\n      <td>608</td>\n      <td>20211221</td>\n      <td>92.0</td>\n    </tr>\n    <tr>\n      <th>6458</th>\n      <td>443</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6459</th>\n      <td>180</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6460</th>\n      <td>121</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6461</th>\n      <td>225</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6462</th>\n      <td>80</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6463</th>\n      <td>135</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6464</th>\n      <td>263</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6465</th>\n      <td>561</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6466</th>\n      <td>723</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6467</th>\n      <td>764</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6468</th>\n      <td>840</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6469</th>\n      <td>993</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6470</th>\n      <td>960</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6471</th>\n      <td>992</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6472</th>\n      <td>985</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6473</th>\n      <td>889</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6474</th>\n      <td>880</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6475</th>\n      <td>820</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6476</th>\n      <td>768</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6477</th>\n      <td>828</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6478</th>\n      <td>952</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6479</th>\n      <td>885</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6480</th>\n      <td>749</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6481</th>\n      <td>580</td>\n      <td>20211222</td>\n      <td>91.0</td>\n    </tr>\n    <tr>\n      <th>6482</th>\n      <td>359</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6483</th>\n      <td>332</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6484</th>\n      <td>140</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6485</th>\n      <td>108</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6486</th>\n      <td>93</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6487</th>\n      <td>127</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6488</th>\n      <td>303</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6489</th>\n      <td>509</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6490</th>\n      <td>656</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6491</th>\n      <td>797</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6492</th>\n      <td>816</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6493</th>\n      <td>904</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6494</th>\n      <td>957</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6495</th>\n      <td>900</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6496</th>\n      <td>972</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6497</th>\n      <td>852</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6498</th>\n      <td>857</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6499</th>\n      <td>896</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6500</th>\n      <td>904</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6501</th>\n      <td>924</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6502</th>\n      <td>912</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6503</th>\n      <td>785</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6504</th>\n      <td>876</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6505</th>\n      <td>728</td>\n      <td>20211223</td>\n      <td>95.0</td>\n    </tr>\n    <tr>\n      <th>6506</th>\n      <td>517</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6507</th>\n      <td>304</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6508</th>\n      <td>147</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6509</th>\n      <td>138</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6510</th>\n      <td>100</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6511</th>\n      <td>130</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6512</th>\n      <td>227</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6513</th>\n      <td>312</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6514</th>\n      <td>488</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6515</th>\n      <td>620</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6516</th>\n      <td>688</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6517</th>\n      <td>764</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6518</th>\n      <td>820</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6519</th>\n      <td>899</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6520</th>\n      <td>808</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6521</th>\n      <td>673</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6522</th>\n      <td>676</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6523</th>\n      <td>672</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6524</th>\n      <td>720</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6525</th>\n      <td>760</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6526</th>\n      <td>696</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6527</th>\n      <td>525</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6528</th>\n      <td>360</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6529</th>\n      <td>328</td>\n      <td>20211224</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>6530</th>\n      <td>429</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6531</th>\n      <td>384</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6532</th>\n      <td>296</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6533</th>\n      <td>144</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6534</th>\n      <td>87</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6535</th>\n      <td>120</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6536</th>\n      <td>115</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6537</th>\n      <td>129</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6538</th>\n      <td>148</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6539</th>\n      <td>155</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6540</th>\n      <td>180</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6541</th>\n      <td>276</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6542</th>\n      <td>345</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6543</th>\n      <td>456</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6544</th>\n      <td>465</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6545</th>\n      <td>424</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6546</th>\n      <td>420</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6547</th>\n      <td>551</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6548</th>\n      <td>672</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6549</th>\n      <td>832</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6550</th>\n      <td>756</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6551</th>\n      <td>892</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6552</th>\n      <td>640</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6553</th>\n      <td>519</td>\n      <td>20211225</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6554</th>\n      <td>344</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6555</th>\n      <td>243</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6556</th>\n      <td>116</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6557</th>\n      <td>200</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6558</th>\n      <td>93</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6559</th>\n      <td>109</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6560</th>\n      <td>131</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6561</th>\n      <td>180</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6562</th>\n      <td>256</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6563</th>\n      <td>409</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6564</th>\n      <td>464</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6565</th>\n      <td>633</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6566</th>\n      <td>771</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6567</th>\n      <td>772</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6568</th>\n      <td>904</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6569</th>\n      <td>649</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6570</th>\n      <td>728</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6571</th>\n      <td>776</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6572</th>\n      <td>852</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6573</th>\n      <td>921</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6574</th>\n      <td>857</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6575</th>\n      <td>889</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6576</th>\n      <td>828</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6577</th>\n      <td>872</td>\n      <td>20211226</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6578</th>\n      <td>672</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6579</th>\n      <td>444</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6580</th>\n      <td>130</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6581</th>\n      <td>117</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6582</th>\n      <td>113</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6583</th>\n      <td>120</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6584</th>\n      <td>148</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6585</th>\n      <td>195</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6586</th>\n      <td>196</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6587</th>\n      <td>312</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6588</th>\n      <td>389</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6589</th>\n      <td>536</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6590</th>\n      <td>652</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6591</th>\n      <td>677</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6592</th>\n      <td>735</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6593</th>\n      <td>671</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6594</th>\n      <td>704</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6595</th>\n      <td>732</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6596</th>\n      <td>776</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6597</th>\n      <td>823</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6598</th>\n      <td>880</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6599</th>\n      <td>796</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6600</th>\n      <td>731</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6601</th>\n      <td>616</td>\n      <td>20211227</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6602</th>\n      <td>443</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6603</th>\n      <td>272</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6604</th>\n      <td>105</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6605</th>\n      <td>129</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6606</th>\n      <td>73</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6607</th>\n      <td>113</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6608</th>\n      <td>236</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6609</th>\n      <td>468</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6610</th>\n      <td>568</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6611</th>\n      <td>673</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6612</th>\n      <td>792</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6613</th>\n      <td>824</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6614</th>\n      <td>844</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6615</th>\n      <td>900</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6616</th>\n      <td>860</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6617</th>\n      <td>840</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6618</th>\n      <td>756</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6619</th>\n      <td>824</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6620</th>\n      <td>856</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6621</th>\n      <td>905</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6622</th>\n      <td>864</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6623</th>\n      <td>872</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6624</th>\n      <td>840</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6625</th>\n      <td>704</td>\n      <td>20211228</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>6626</th>\n      <td>448</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6627</th>\n      <td>196</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6628</th>\n      <td>124</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6629</th>\n      <td>113</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6630</th>\n      <td>84</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6631</th>\n      <td>112</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6632</th>\n      <td>228</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6633</th>\n      <td>477</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6634</th>\n      <td>604</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6635</th>\n      <td>660</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6636</th>\n      <td>776</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6637</th>\n      <td>820</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6638</th>\n      <td>860</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6639</th>\n      <td>905</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6640</th>\n      <td>920</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6641</th>\n      <td>844</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6642</th>\n      <td>848</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6643</th>\n      <td>804</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6644</th>\n      <td>904</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6645</th>\n      <td>872</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6646</th>\n      <td>835</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6647</th>\n      <td>844</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6648</th>\n      <td>796</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6649</th>\n      <td>721</td>\n      <td>20211229</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>6650</th>\n      <td>512</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6651</th>\n      <td>224</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6652</th>\n      <td>142</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6653</th>\n      <td>115</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6654</th>\n      <td>93</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6655</th>\n      <td>129</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6656</th>\n      <td>276</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6657</th>\n      <td>437</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6658</th>\n      <td>581</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6659</th>\n      <td>736</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6660</th>\n      <td>819</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6661</th>\n      <td>836</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6662</th>\n      <td>928</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6663</th>\n      <td>912</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6664</th>\n      <td>996</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6665</th>\n      <td>880</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6666</th>\n      <td>796</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6667</th>\n      <td>857</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6668</th>\n      <td>908</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6669</th>\n      <td>905</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6670</th>\n      <td>880</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6671</th>\n      <td>940</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6672</th>\n      <td>788</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6673</th>\n      <td>785</td>\n      <td>20211230</td>\n      <td>59.0</td>\n    </tr>\n    <tr>\n      <th>6674</th>\n      <td>628</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6675</th>\n      <td>431</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6676</th>\n      <td>144</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6677</th>\n      <td>140</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6678</th>\n      <td>102</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6679</th>\n      <td>100</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6680</th>\n      <td>228</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6681</th>\n      <td>272</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6682</th>\n      <td>424</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6683</th>\n      <td>519</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6684</th>\n      <td>648</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6685</th>\n      <td>800</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6686</th>\n      <td>884</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6687</th>\n      <td>880</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6688</th>\n      <td>912</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6689</th>\n      <td>724</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6690</th>\n      <td>676</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6691</th>\n      <td>652</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6692</th>\n      <td>664</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6693</th>\n      <td>680</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6694</th>\n      <td>668</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6695</th>\n      <td>589</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6696</th>\n      <td>416</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6697</th>\n      <td>255</td>\n      <td>20211231</td>\n      <td>75.0</td>\n    </tr>\n    <tr>\n      <th>6698</th>\n      <td>553</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6699</th>\n      <td>830</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6700</th>\n      <td>886</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6701</th>\n      <td>874</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6702</th>\n      <td>881</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6703</th>\n      <td>768</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6704</th>\n      <td>579</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6705</th>\n      <td>520</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6706</th>\n      <td>387</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6707</th>\n      <td>345</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6708</th>\n      <td>434</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6709</th>\n      <td>495</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6710</th>\n      <td>575</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6711</th>\n      <td>545</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6712</th>\n      <td>538</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6713</th>\n      <td>539</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6714</th>\n      <td>680</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6715</th>\n      <td>616</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6716</th>\n      <td>725</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6717</th>\n      <td>909</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6718</th>\n      <td>798</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6719</th>\n      <td>845</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6720</th>\n      <td>644</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6721</th>\n      <td>563</td>\n      <td>20210101</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>6722</th>\n      <td>484</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6723</th>\n      <td>392</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6724</th>\n      <td>271</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6725</th>\n      <td>226</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6726</th>\n      <td>214</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6727</th>\n      <td>319</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6728</th>\n      <td>438</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6729</th>\n      <td>691</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6730</th>\n      <td>928</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6731</th>\n      <td>944</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6732</th>\n      <td>962</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6733</th>\n      <td>1033</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6734</th>\n      <td>1058</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6735</th>\n      <td>980</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6736</th>\n      <td>1016</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6737</th>\n      <td>994</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6738</th>\n      <td>1001</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6739</th>\n      <td>1026</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6740</th>\n      <td>967</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6741</th>\n      <td>985</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6742</th>\n      <td>946</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6743</th>\n      <td>960</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6744</th>\n      <td>925</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6745</th>\n      <td>973</td>\n      <td>20210102</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6746</th>\n      <td>758</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6747</th>\n      <td>734</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6748</th>\n      <td>567</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6749</th>\n      <td>410</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6750</th>\n      <td>424</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6751</th>\n      <td>449</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6752</th>\n      <td>506</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6753</th>\n      <td>768</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6754</th>\n      <td>889</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6755</th>\n      <td>975</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6756</th>\n      <td>986</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6757</th>\n      <td>1003</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6758</th>\n      <td>989</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6759</th>\n      <td>1035</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6760</th>\n      <td>1039</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6761</th>\n      <td>1047</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6762</th>\n      <td>1007</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6763</th>\n      <td>981</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6764</th>\n      <td>983</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6765</th>\n      <td>906</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6766</th>\n      <td>927</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6767</th>\n      <td>992</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6768</th>\n      <td>980</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6769</th>\n      <td>973</td>\n      <td>20210103</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>6770</th>\n      <td>975</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6771</th>\n      <td>900</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6772</th>\n      <td>739</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6773</th>\n      <td>719</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6774</th>\n      <td>653</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6775</th>\n      <td>556</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6776</th>\n      <td>519</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6777</th>\n      <td>598</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6778</th>\n      <td>590</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6779</th>\n      <td>662</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6780</th>\n      <td>827</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6781</th>\n      <td>816</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6782</th>\n      <td>930</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6783</th>\n      <td>916</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6784</th>\n      <td>933</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6785</th>\n      <td>912</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6786</th>\n      <td>858</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6787</th>\n      <td>957</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6788</th>\n      <td>893</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6789</th>\n      <td>827</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6790</th>\n      <td>936</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6791</th>\n      <td>880</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6792</th>\n      <td>966</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6793</th>\n      <td>946</td>\n      <td>20210104</td>\n      <td>68.0</td>\n    </tr>\n    <tr>\n      <th>6794</th>\n      <td>827</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6795</th>\n      <td>858</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6796</th>\n      <td>952</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6797</th>\n      <td>844</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6798</th>\n      <td>731</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6799</th>\n      <td>640</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6800</th>\n      <td>635</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6801</th>\n      <td>558</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6802</th>\n      <td>612</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6803</th>\n      <td>529</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6804</th>\n      <td>606</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6805</th>\n      <td>829</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6806</th>\n      <td>873</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6807</th>\n      <td>816</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6808</th>\n      <td>769</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6809</th>\n      <td>663</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6810</th>\n      <td>555</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6811</th>\n      <td>280</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6812</th>\n      <td>60</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6813</th>\n      <td>380</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6814</th>\n      <td>716</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6815</th>\n      <td>678</td>\n      <td>20210105</td>\n      <td>62.0</td>\n    </tr>\n    <tr>\n      <th>6816</th>\n      <td>635</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6817</th>\n      <td>656</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6818</th>\n      <td>523</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6819</th>\n      <td>433</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6820</th>\n      <td>402</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6821</th>\n      <td>435</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6822</th>\n      <td>376</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6823</th>\n      <td>396</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6824</th>\n      <td>471</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6825</th>\n      <td>475</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6826</th>\n      <td>499</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6827</th>\n      <td>706</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6828</th>\n      <td>713</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6829</th>\n      <td>739</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6830</th>\n      <td>738</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6831</th>\n      <td>676</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6832</th>\n      <td>650</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6833</th>\n      <td>679</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6834</th>\n      <td>819</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6835</th>\n      <td>855</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6836</th>\n      <td>840</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6837</th>\n      <td>679</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6838</th>\n      <td>666</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6839</th>\n      <td>573</td>\n      <td>20210106</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6840</th>\n      <td>557</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6841</th>\n      <td>409</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6842</th>\n      <td>253</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6843</th>\n      <td>200</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6844</th>\n      <td>163</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6845</th>\n      <td>246</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6846</th>\n      <td>391</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6847</th>\n      <td>830</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6848</th>\n      <td>966</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6849</th>\n      <td>1049</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6850</th>\n      <td>975</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6851</th>\n      <td>1011</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6852</th>\n      <td>1017</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6853</th>\n      <td>924</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6854</th>\n      <td>1059</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6855</th>\n      <td>958</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6856</th>\n      <td>1019</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6857</th>\n      <td>1047</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6858</th>\n      <td>989</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6859</th>\n      <td>1006</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6860</th>\n      <td>907</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6861</th>\n      <td>851</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6862</th>\n      <td>817</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6863</th>\n      <td>711</td>\n      <td>20210107</td>\n      <td>61.0</td>\n    </tr>\n    <tr>\n      <th>6864</th>\n      <td>615</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6865</th>\n      <td>553</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6866</th>\n      <td>402</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6867</th>\n      <td>299</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6868</th>\n      <td>259</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6869</th>\n      <td>324</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6870</th>\n      <td>421</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6871</th>\n      <td>897</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6872</th>\n      <td>1015</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6873</th>\n      <td>1117</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6874</th>\n      <td>1072</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6875</th>\n      <td>1031</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6876</th>\n      <td>998</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6877</th>\n      <td>1136</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6878</th>\n      <td>1025</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6879</th>\n      <td>1043</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6880</th>\n      <td>925</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6881</th>\n      <td>947</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6882</th>\n      <td>999</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6883</th>\n      <td>974</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6884</th>\n      <td>985</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6885</th>\n      <td>956</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6886</th>\n      <td>833</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6887</th>\n      <td>891</td>\n      <td>20210108</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6888</th>\n      <td>767</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6889</th>\n      <td>613</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6890</th>\n      <td>481</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6891</th>\n      <td>326</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6892</th>\n      <td>305</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6893</th>\n      <td>399</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6894</th>\n      <td>501</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6895</th>\n      <td>870</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6896</th>\n      <td>1041</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6897</th>\n      <td>1058</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6898</th>\n      <td>1004</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6899</th>\n      <td>1049</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6900</th>\n      <td>1027</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6901</th>\n      <td>1025</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6902</th>\n      <td>1101</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6903</th>\n      <td>1106</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6904</th>\n      <td>976</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6905</th>\n      <td>1107</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6906</th>\n      <td>954</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6907</th>\n      <td>1040</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6908</th>\n      <td>972</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6909</th>\n      <td>945</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6910</th>\n      <td>935</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6911</th>\n      <td>937</td>\n      <td>20210109</td>\n      <td>63.0</td>\n    </tr>\n    <tr>\n      <th>6912</th>\n      <td>834</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6913</th>\n      <td>667</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6914</th>\n      <td>551</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6915</th>\n      <td>420</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6916</th>\n      <td>408</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6917</th>\n      <td>427</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6918</th>\n      <td>549</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6919</th>\n      <td>854</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6920</th>\n      <td>1003</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6921</th>\n      <td>1052</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6922</th>\n      <td>1034</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6923</th>\n      <td>1055</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6924</th>\n      <td>1018</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6925</th>\n      <td>1100</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6926</th>\n      <td>1030</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6927</th>\n      <td>865</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6928</th>\n      <td>994</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6929</th>\n      <td>1028</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6930</th>\n      <td>996</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6931</th>\n      <td>984</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6932</th>\n      <td>974</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6933</th>\n      <td>951</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6934</th>\n      <td>1013</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6935</th>\n      <td>836</td>\n      <td>20210110</td>\n      <td>55.0</td>\n    </tr>\n    <tr>\n      <th>6936</th>\n      <td>987</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6937</th>\n      <td>897</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6938</th>\n      <td>826</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6939</th>\n      <td>786</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6940</th>\n      <td>696</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6941</th>\n      <td>639</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6942</th>\n      <td>593</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6943</th>\n      <td>616</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6944</th>\n      <td>587</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6945</th>\n      <td>657</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6946</th>\n      <td>778</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6947</th>\n      <td>817</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6948</th>\n      <td>929</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6949</th>\n      <td>931</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6950</th>\n      <td>970</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6951</th>\n      <td>863</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6952</th>\n      <td>904</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6953</th>\n      <td>923</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6954</th>\n      <td>942</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6955</th>\n      <td>886</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6956</th>\n      <td>980</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6957</th>\n      <td>894</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6958</th>\n      <td>930</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6959</th>\n      <td>886</td>\n      <td>20210111</td>\n      <td>54.0</td>\n    </tr>\n    <tr>\n      <th>6960</th>\n      <td>849</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6961</th>\n      <td>927</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6962</th>\n      <td>960</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6963</th>\n      <td>791</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6964</th>\n      <td>800</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6965</th>\n      <td>765</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6966</th>\n      <td>607</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6967</th>\n      <td>636</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6968</th>\n      <td>570</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6969</th>\n      <td>582</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6970</th>\n      <td>659</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6971</th>\n      <td>760</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6972</th>\n      <td>940</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6973</th>\n      <td>859</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6974</th>\n      <td>857</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6975</th>\n      <td>838</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6976</th>\n      <td>881</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6977</th>\n      <td>903</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6978</th>\n      <td>774</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6979</th>\n      <td>879</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6980</th>\n      <td>800</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6981</th>\n      <td>807</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6982</th>\n      <td>784</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6983</th>\n      <td>721</td>\n      <td>20210112</td>\n      <td>58.0</td>\n    </tr>\n    <tr>\n      <th>6984</th>\n      <td>604</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6985</th>\n      <td>421</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6986</th>\n      <td>315</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6987</th>\n      <td>268</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6988</th>\n      <td>260</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6989</th>\n      <td>313</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6990</th>\n      <td>474</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6991</th>\n      <td>870</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6992</th>\n      <td>1040</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6993</th>\n      <td>1107</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6994</th>\n      <td>984</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6995</th>\n      <td>1052</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6996</th>\n      <td>1081</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6997</th>\n      <td>1025</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6998</th>\n      <td>1036</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>6999</th>\n      <td>973</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>7000</th>\n      <td>887</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>7001</th>\n      <td>1001</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>7002</th>\n      <td>999</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>7003</th>\n      <td>907</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>7004</th>\n      <td>973</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>7005</th>\n      <td>852</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>7006</th>\n      <td>743</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>7007</th>\n      <td>687</td>\n      <td>20210113</td>\n      <td>65.0</td>\n    </tr>\n    <tr>\n      <th>7008</th>\n      <td>563</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7009</th>\n      <td>487</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7010</th>\n      <td>433</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7011</th>\n      <td>292</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7012</th>\n      <td>302</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7013</th>\n      <td>310</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7014</th>\n      <td>473</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7015</th>\n      <td>935</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7016</th>\n      <td>1013</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7017</th>\n      <td>1094</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7018</th>\n      <td>983</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7019</th>\n      <td>989</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7020</th>\n      <td>1092</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7021</th>\n      <td>1055</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7022</th>\n      <td>1107</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7023</th>\n      <td>1017</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7024</th>\n      <td>949</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7025</th>\n      <td>1075</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7026</th>\n      <td>1036</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7027</th>\n      <td>997</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7028</th>\n      <td>1009</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7029</th>\n      <td>909</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7030</th>\n      <td>861</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7031</th>\n      <td>776</td>\n      <td>20210114</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7032</th>\n      <td>664</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7033</th>\n      <td>508</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7034</th>\n      <td>416</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7035</th>\n      <td>345</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7036</th>\n      <td>276</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7037</th>\n      <td>320</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7038</th>\n      <td>480</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7039</th>\n      <td>884</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7040</th>\n      <td>985</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7041</th>\n      <td>1064</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7042</th>\n      <td>1004</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7043</th>\n      <td>1012</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7044</th>\n      <td>1056</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7045</th>\n      <td>1080</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7046</th>\n      <td>1031</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7047</th>\n      <td>1017</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7048</th>\n      <td>1025</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7049</th>\n      <td>989</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7050</th>\n      <td>993</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7051</th>\n      <td>1007</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7052</th>\n      <td>961</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7053</th>\n      <td>907</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7054</th>\n      <td>781</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7055</th>\n      <td>781</td>\n      <td>20210115</td>\n      <td>76.0</td>\n    </tr>\n    <tr>\n      <th>7056</th>\n      <td>737</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7057</th>\n      <td>600</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7058</th>\n      <td>464</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7059</th>\n      <td>390</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7060</th>\n      <td>327</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7061</th>\n      <td>408</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7062</th>\n      <td>528</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7063</th>\n      <td>844</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7064</th>\n      <td>1035</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7065</th>\n      <td>1390</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7066</th>\n      <td>1152</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7067</th>\n      <td>1080</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7068</th>\n      <td>1135</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7069</th>\n      <td>1185</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7070</th>\n      <td>1200</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7071</th>\n      <td>1184</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7072</th>\n      <td>1020</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7073</th>\n      <td>1016</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7074</th>\n      <td>1036</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7075</th>\n      <td>1020</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7076</th>\n      <td>969</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7077</th>\n      <td>924</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7078</th>\n      <td>893</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7079</th>\n      <td>913</td>\n      <td>20210116</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7080</th>\n      <td>733</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7081</th>\n      <td>689</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7082</th>\n      <td>543</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7083</th>\n      <td>489</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7084</th>\n      <td>435</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7085</th>\n      <td>424</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7086</th>\n      <td>580</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7087</th>\n      <td>964</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7088</th>\n      <td>1037</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7089</th>\n      <td>1095</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7090</th>\n      <td>1085</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7091</th>\n      <td>1075</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7092</th>\n      <td>1088</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7093</th>\n      <td>1108</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7094</th>\n      <td>1152</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7095</th>\n      <td>1088</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7096</th>\n      <td>1020</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7097</th>\n      <td>948</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7098</th>\n      <td>972</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7099</th>\n      <td>984</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7100</th>\n      <td>939</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7101</th>\n      <td>1025</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7102</th>\n      <td>980</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7103</th>\n      <td>881</td>\n      <td>20210117</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7104</th>\n      <td>908</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7105</th>\n      <td>1040</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7106</th>\n      <td>880</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7107</th>\n      <td>740</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7108</th>\n      <td>724</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7109</th>\n      <td>640</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7110</th>\n      <td>524</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7111</th>\n      <td>640</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7112</th>\n      <td>560</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7113</th>\n      <td>715</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7114</th>\n      <td>779</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7115</th>\n      <td>851</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7116</th>\n      <td>928</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7117</th>\n      <td>957</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7118</th>\n      <td>867</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7119</th>\n      <td>848</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7120</th>\n      <td>848</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7121</th>\n      <td>829</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7122</th>\n      <td>892</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7123</th>\n      <td>900</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7124</th>\n      <td>893</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7125</th>\n      <td>897</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7126</th>\n      <td>856</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7127</th>\n      <td>864</td>\n      <td>20210118</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7128</th>\n      <td>895</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7129</th>\n      <td>868</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7130</th>\n      <td>888</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7131</th>\n      <td>740</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7132</th>\n      <td>745</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7133</th>\n      <td>740</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7134</th>\n      <td>612</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7135</th>\n      <td>612</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7136</th>\n      <td>543</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7137</th>\n      <td>649</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7138</th>\n      <td>656</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7139</th>\n      <td>776</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7140</th>\n      <td>752</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7141</th>\n      <td>916</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7142</th>\n      <td>852</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7143</th>\n      <td>897</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7144</th>\n      <td>912</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7145</th>\n      <td>892</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7146</th>\n      <td>968</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7147</th>\n      <td>868</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7148</th>\n      <td>860</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7149</th>\n      <td>880</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7150</th>\n      <td>746</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7151</th>\n      <td>740</td>\n      <td>20210119</td>\n      <td>53.0</td>\n    </tr>\n    <tr>\n      <th>7152</th>\n      <td>580</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7153</th>\n      <td>420</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7154</th>\n      <td>372</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7155</th>\n      <td>323</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7156</th>\n      <td>270</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7157</th>\n      <td>288</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7158</th>\n      <td>435</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7159</th>\n      <td>916</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7160</th>\n      <td>1032</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7161</th>\n      <td>1098</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7162</th>\n      <td>1058</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7163</th>\n      <td>1080</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7164</th>\n      <td>1084</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7165</th>\n      <td>1100</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7166</th>\n      <td>1176</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7167</th>\n      <td>1060</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7168</th>\n      <td>1024</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7169</th>\n      <td>1000</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7170</th>\n      <td>1029</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7171</th>\n      <td>1061</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7172</th>\n      <td>935</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7173</th>\n      <td>896</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7174</th>\n      <td>756</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7175</th>\n      <td>685</td>\n      <td>20210120</td>\n      <td>39.0</td>\n    </tr>\n    <tr>\n      <th>7176</th>\n      <td>636</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7177</th>\n      <td>585</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7178</th>\n      <td>443</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7179</th>\n      <td>364</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7180</th>\n      <td>257</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7181</th>\n      <td>341</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7182</th>\n      <td>399</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7183</th>\n      <td>905</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7184</th>\n      <td>1088</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7185</th>\n      <td>1052</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7186</th>\n      <td>973</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7187</th>\n      <td>1021</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7188</th>\n      <td>1048</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7189</th>\n      <td>1061</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7190</th>\n      <td>1144</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7191</th>\n      <td>1110</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7192</th>\n      <td>1060</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7193</th>\n      <td>1045</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7194</th>\n      <td>984</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7195</th>\n      <td>980</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7196</th>\n      <td>1073</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7197</th>\n      <td>1000</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7198</th>\n      <td>828</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7199</th>\n      <td>812</td>\n      <td>20210121</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7200</th>\n      <td>660</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7201</th>\n      <td>604</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7202</th>\n      <td>435</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7203</th>\n      <td>348</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7204</th>\n      <td>253</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7205</th>\n      <td>292</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7206</th>\n      <td>461</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7207</th>\n      <td>896</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7208</th>\n      <td>1043</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7209</th>\n      <td>1092</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7210</th>\n      <td>1056</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7211</th>\n      <td>1040</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7212</th>\n      <td>1135</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7213</th>\n      <td>1038</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7214</th>\n      <td>1185</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7215</th>\n      <td>1000</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7216</th>\n      <td>1068</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7217</th>\n      <td>1052</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7218</th>\n      <td>1046</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7219</th>\n      <td>1008</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7220</th>\n      <td>1008</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7221</th>\n      <td>1029</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7222</th>\n      <td>888</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7223</th>\n      <td>896</td>\n      <td>20210122</td>\n      <td>74.0</td>\n    </tr>\n    <tr>\n      <th>7224</th>\n      <td>801</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7225</th>\n      <td>721</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7226</th>\n      <td>488</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7227</th>\n      <td>438</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7228</th>\n      <td>376</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7229</th>\n      <td>448</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7230</th>\n      <td>988</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7231</th>\n      <td>1103</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7232</th>\n      <td>1204</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7233</th>\n      <td>1440</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7234</th>\n      <td>1041</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7235</th>\n      <td>1117</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7236</th>\n      <td>1108</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7237</th>\n      <td>1207</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7238</th>\n      <td>1081</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7239</th>\n      <td>964</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7240</th>\n      <td>1020</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7241</th>\n      <td>1044</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7242</th>\n      <td>983</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7243</th>\n      <td>1089</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7244</th>\n      <td>1076</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7245</th>\n      <td>952</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7246</th>\n      <td>956</td>\n      <td>20210123</td>\n      <td>72.0</td>\n    </tr>\n    <tr>\n      <th>7247</th>\n      <td>819</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7248</th>\n      <td>781</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7249</th>\n      <td>576</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7250</th>\n      <td>548</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7251</th>\n      <td>451</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7252</th>\n      <td>394</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7253</th>\n      <td>556</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7254</th>\n      <td>945</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7255</th>\n      <td>1064</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7256</th>\n      <td>1076</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7257</th>\n      <td>1108</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7258</th>\n      <td>1050</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7259</th>\n      <td>996</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7260</th>\n      <td>1100</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7261</th>\n      <td>1011</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7262</th>\n      <td>1025</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7263</th>\n      <td>960</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7264</th>\n      <td>1005</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7265</th>\n      <td>964</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7266</th>\n      <td>932</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7267</th>\n      <td>965</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7268</th>\n      <td>1032</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7269</th>\n      <td>928</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7270</th>\n      <td>884</td>\n      <td>20210124</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7271</th>\n      <td>949</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7272</th>\n      <td>976</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7273</th>\n      <td>760</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7274</th>\n      <td>727</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7275</th>\n      <td>728</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7276</th>\n      <td>623</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7277</th>\n      <td>524</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7278</th>\n      <td>584</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7279</th>\n      <td>561</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7280</th>\n      <td>665</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7281</th>\n      <td>936</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7282</th>\n      <td>887</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7283</th>\n      <td>920</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7284</th>\n      <td>904</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7285</th>\n      <td>952</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7286</th>\n      <td>872</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7287</th>\n      <td>976</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7288</th>\n      <td>920</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7289</th>\n      <td>900</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7290</th>\n      <td>856</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7291</th>\n      <td>892</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7292</th>\n      <td>900</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7293</th>\n      <td>992</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7294</th>\n      <td>920</td>\n      <td>20210125</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7295</th>\n      <td>804</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7296</th>\n      <td>1000</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7297</th>\n      <td>912</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7298</th>\n      <td>828</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7299</th>\n      <td>736</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7300</th>\n      <td>704</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7301</th>\n      <td>768</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7302</th>\n      <td>684</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7303</th>\n      <td>572</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7304</th>\n      <td>500</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7305</th>\n      <td>673</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7306</th>\n      <td>745</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7307</th>\n      <td>844</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7308</th>\n      <td>884</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7309</th>\n      <td>877</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7310</th>\n      <td>852</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7311</th>\n      <td>923</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7312</th>\n      <td>820</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7313</th>\n      <td>912</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7314</th>\n      <td>787</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7315</th>\n      <td>860</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7316</th>\n      <td>820</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7317</th>\n      <td>788</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7318</th>\n      <td>708</td>\n      <td>20210126</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7319</th>\n      <td>540</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7320</th>\n      <td>456</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7321</th>\n      <td>352</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7322</th>\n      <td>288</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7323</th>\n      <td>272</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7324</th>\n      <td>324</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7325</th>\n      <td>409</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7326</th>\n      <td>904</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7327</th>\n      <td>1033</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7328</th>\n      <td>1152</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7329</th>\n      <td>1016</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7330</th>\n      <td>1063</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7331</th>\n      <td>1025</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7332</th>\n      <td>1090</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7333</th>\n      <td>1200</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7334</th>\n      <td>1016</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7335</th>\n      <td>1046</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7336</th>\n      <td>1008</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7337</th>\n      <td>988</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7338</th>\n      <td>884</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7339</th>\n      <td>924</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7340</th>\n      <td>808</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7341</th>\n      <td>711</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7342</th>\n      <td>676</td>\n      <td>20210127</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7343</th>\n      <td>576</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7344</th>\n      <td>436</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7345</th>\n      <td>349</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7346</th>\n      <td>296</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7347</th>\n      <td>264</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7348</th>\n      <td>304</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7349</th>\n      <td>500</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7350</th>\n      <td>853</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7351</th>\n      <td>1076</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7352</th>\n      <td>1108</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7353</th>\n      <td>1095</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7354</th>\n      <td>1008</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7355</th>\n      <td>1045</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7356</th>\n      <td>1120</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7357</th>\n      <td>1220</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7358</th>\n      <td>1034</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7359</th>\n      <td>991</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7360</th>\n      <td>964</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7361</th>\n      <td>976</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7362</th>\n      <td>992</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7363</th>\n      <td>1012</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7364</th>\n      <td>931</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7365</th>\n      <td>876</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7366</th>\n      <td>779</td>\n      <td>20210128</td>\n      <td>90.0</td>\n    </tr>\n    <tr>\n      <th>7367</th>\n      <td>647</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7368</th>\n      <td>559</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7369</th>\n      <td>400</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7370</th>\n      <td>304</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7371</th>\n      <td>285</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7372</th>\n      <td>340</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7373</th>\n      <td>504</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7374</th>\n      <td>940</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7375</th>\n      <td>1041</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7376</th>\n      <td>1052</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7377</th>\n      <td>1056</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7378</th>\n      <td>1087</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7379</th>\n      <td>1045</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7380</th>\n      <td>1183</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7381</th>\n      <td>1118</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7382</th>\n      <td>1070</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7383</th>\n      <td>992</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7384</th>\n      <td>1048</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7385</th>\n      <td>1008</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7386</th>\n      <td>996</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7387</th>\n      <td>976</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7388</th>\n      <td>920</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7389</th>\n      <td>864</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7390</th>\n      <td>780</td>\n      <td>20210129</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7391</th>\n      <td>735</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7392</th>\n      <td>644</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7393</th>\n      <td>456</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7394</th>\n      <td>367</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7395</th>\n      <td>288</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7396</th>\n      <td>411</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7397</th>\n      <td>428</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7398</th>\n      <td>892</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7399</th>\n      <td>1056</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7400</th>\n      <td>1164</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7401</th>\n      <td>793</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7402</th>\n      <td>1200</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7403</th>\n      <td>1084</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7404</th>\n      <td>1116</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7405</th>\n      <td>1052</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7406</th>\n      <td>1076</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7407</th>\n      <td>1032</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7408</th>\n      <td>1089</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7409</th>\n      <td>1052</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7410</th>\n      <td>979</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7411</th>\n      <td>968</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7412</th>\n      <td>888</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7413</th>\n      <td>883</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7414</th>\n      <td>899</td>\n      <td>20210130</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7415</th>\n      <td>780</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7416</th>\n      <td>760</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7417</th>\n      <td>562</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7418</th>\n      <td>476</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7419</th>\n      <td>392</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7420</th>\n      <td>429</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7421</th>\n      <td>576</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7422</th>\n      <td>868</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7423</th>\n      <td>1085</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7424</th>\n      <td>1068</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7425</th>\n      <td>1008</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7426</th>\n      <td>1083</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7427</th>\n      <td>1084</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7428</th>\n      <td>1187</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7429</th>\n      <td>988</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7430</th>\n      <td>1032</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7431</th>\n      <td>997</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7432</th>\n      <td>944</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7433</th>\n      <td>964</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7434</th>\n      <td>992</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7435</th>\n      <td>964</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7436</th>\n      <td>1052</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7437</th>\n      <td>972</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7438</th>\n      <td>829</td>\n      <td>20210131</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7439</th>\n      <td>873</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7440</th>\n      <td>908</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7441</th>\n      <td>806</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7442</th>\n      <td>692</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7443</th>\n      <td>748</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7444</th>\n      <td>660</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7445</th>\n      <td>536</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7446</th>\n      <td>617</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7447</th>\n      <td>592</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7448</th>\n      <td>716</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7449</th>\n      <td>776</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7450</th>\n      <td>912</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7451</th>\n      <td>903</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7452</th>\n      <td>950</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7453</th>\n      <td>1032</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7454</th>\n      <td>908</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7455</th>\n      <td>840</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7456</th>\n      <td>892</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7457</th>\n      <td>947</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7458</th>\n      <td>848</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7459</th>\n      <td>1011</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7460</th>\n      <td>824</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7461</th>\n      <td>948</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7462</th>\n      <td>891</td>\n      <td>20210201</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7463</th>\n      <td>912</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7464</th>\n      <td>928</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7465</th>\n      <td>848</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7466</th>\n      <td>868</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7467</th>\n      <td>824</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7468</th>\n      <td>780</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7469</th>\n      <td>729</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7470</th>\n      <td>668</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7471</th>\n      <td>560</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7472</th>\n      <td>640</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7473</th>\n      <td>685</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7474</th>\n      <td>820</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7475</th>\n      <td>984</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7476</th>\n      <td>896</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7477</th>\n      <td>872</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7478</th>\n      <td>848</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7479</th>\n      <td>892</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7480</th>\n      <td>908</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7481</th>\n      <td>956</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7482</th>\n      <td>855</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7483</th>\n      <td>816</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7484</th>\n      <td>824</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7485</th>\n      <td>680</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7486</th>\n      <td>732</td>\n      <td>20210202</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7487</th>\n      <td>612</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7488</th>\n      <td>460</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7489</th>\n      <td>900</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7490</th>\n      <td>1041</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7491</th>\n      <td>1146</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7492</th>\n      <td>1000</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7493</th>\n      <td>957</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7494</th>\n      <td>982</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7495</th>\n      <td>984</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7496</th>\n      <td>1025</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7497</th>\n      <td>972</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7498</th>\n      <td>973</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7499</th>\n      <td>936</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7500</th>\n      <td>1024</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7501</th>\n      <td>1005</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7502</th>\n      <td>836</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7503</th>\n      <td>952</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7504</th>\n      <td>772</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7505</th>\n      <td>644</td>\n      <td>20210203</td>\n      <td>77.0</td>\n    </tr>\n    <tr>\n      <th>7506</th>\n      <td>633</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7507</th>\n      <td>508</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7508</th>\n      <td>336</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7509</th>\n      <td>268</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7510</th>\n      <td>240</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7511</th>\n      <td>304</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7512</th>\n      <td>521</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7513</th>\n      <td>940</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7514</th>\n      <td>1061</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7515</th>\n      <td>1094</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7516</th>\n      <td>1107</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7517</th>\n      <td>1066</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7518</th>\n      <td>1165</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7519</th>\n      <td>1044</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7520</th>\n      <td>1029</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7521</th>\n      <td>1032</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7522</th>\n      <td>969</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7523</th>\n      <td>976</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7524</th>\n      <td>987</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7525</th>\n      <td>951</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7526</th>\n      <td>1028</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7527</th>\n      <td>900</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7528</th>\n      <td>815</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7529</th>\n      <td>704</td>\n      <td>20210204</td>\n      <td>70.0</td>\n    </tr>\n    <tr>\n      <th>7530</th>\n      <td>672</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7531</th>\n      <td>504</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7532</th>\n      <td>372</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7533</th>\n      <td>272</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7534</th>\n      <td>258</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7535</th>\n      <td>400</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7536</th>\n      <td>480</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7537</th>\n      <td>928</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7538</th>\n      <td>1092</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7539</th>\n      <td>1048</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7540</th>\n      <td>1081</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7541</th>\n      <td>900</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7542</th>\n      <td>1095</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7543</th>\n      <td>1230</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7544</th>\n      <td>1770</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7545</th>\n      <td>1080</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7546</th>\n      <td>1005</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7547</th>\n      <td>1100</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7548</th>\n      <td>939</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7549</th>\n      <td>1062</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7550</th>\n      <td>1095</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7551</th>\n      <td>983</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7552</th>\n      <td>827</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7553</th>\n      <td>780</td>\n      <td>20210205</td>\n      <td>48.0</td>\n    </tr>\n    <tr>\n      <th>7554</th>\n      <td>817</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7555</th>\n      <td>592</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7556</th>\n      <td>480</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7557</th>\n      <td>332</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7558</th>\n      <td>310</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7559</th>\n      <td>398</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7560</th>\n      <td>504</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7561</th>\n      <td>1010</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7562</th>\n      <td>1125</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7563</th>\n      <td>1096</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7564</th>\n      <td>990</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7565</th>\n      <td>1072</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7566</th>\n      <td>1051</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7567</th>\n      <td>1180</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7568</th>\n      <td>1148</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7569</th>\n      <td>1081</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7570</th>\n      <td>1008</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7571</th>\n      <td>1069</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7572</th>\n      <td>1020</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7573</th>\n      <td>1016</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7574</th>\n      <td>872</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7575</th>\n      <td>1009</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7576</th>\n      <td>796</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7577</th>\n      <td>827</td>\n      <td>20210206</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7578</th>\n      <td>813</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7579</th>\n      <td>644</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7580</th>\n      <td>636</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7581</th>\n      <td>464</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7582</th>\n      <td>416</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7583</th>\n      <td>460</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7584</th>\n      <td>552</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7585</th>\n      <td>935</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7586</th>\n      <td>1036</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7587</th>\n      <td>1007</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7588</th>\n      <td>1064</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7589</th>\n      <td>1108</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7590</th>\n      <td>1057</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7591</th>\n      <td>1035</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7592</th>\n      <td>1028</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7593</th>\n      <td>932</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7594</th>\n      <td>1024</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7595</th>\n      <td>1024</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7596</th>\n      <td>979</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7597</th>\n      <td>932</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7598</th>\n      <td>1028</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7599</th>\n      <td>1064</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7600</th>\n      <td>968</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7601</th>\n      <td>920</td>\n      <td>20210207</td>\n      <td>73.0</td>\n    </tr>\n    <tr>\n      <th>7602</th>\n      <td>947</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7603</th>\n      <td>952</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7604</th>\n      <td>868</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7605</th>\n      <td>760</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7606</th>\n      <td>760</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7607</th>\n      <td>616</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7608</th>\n      <td>577</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7609</th>\n      <td>693</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7610</th>\n      <td>616</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7611</th>\n      <td>760</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7612</th>\n      <td>933</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7613</th>\n      <td>844</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7614</th>\n      <td>883</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7615</th>\n      <td>932</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7616</th>\n      <td>976</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7617</th>\n      <td>920</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7618</th>\n      <td>1020</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7619</th>\n      <td>916</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7620</th>\n      <td>892</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7621</th>\n      <td>833</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7622</th>\n      <td>912</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7623</th>\n      <td>881</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7624</th>\n      <td>912</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7625</th>\n      <td>856</td>\n      <td>20210208</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7626</th>\n      <td>887</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7627</th>\n      <td>1016</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7628</th>\n      <td>960</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7629</th>\n      <td>852</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7630</th>\n      <td>776</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7631</th>\n      <td>743</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7632</th>\n      <td>708</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7633</th>\n      <td>704</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7634</th>\n      <td>496</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7635</th>\n      <td>517</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7636</th>\n      <td>552</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7637</th>\n      <td>834</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7638</th>\n      <td>880</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7639</th>\n      <td>868</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7640</th>\n      <td>824</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7641</th>\n      <td>863</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7642</th>\n      <td>880</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7643</th>\n      <td>891</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7644</th>\n      <td>876</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7645</th>\n      <td>897</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7646</th>\n      <td>812</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7647</th>\n      <td>857</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7648</th>\n      <td>748</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7649</th>\n      <td>692</td>\n      <td>20210209</td>\n      <td>85.0</td>\n    </tr>\n    <tr>\n      <th>7650</th>\n      <td>560</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7651</th>\n      <td>524</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7652</th>\n      <td>332</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7653</th>\n      <td>264</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7654</th>\n      <td>270</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7655</th>\n      <td>308</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7656</th>\n      <td>428</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7657</th>\n      <td>883</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7658</th>\n      <td>1104</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7659</th>\n      <td>1077</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7660</th>\n      <td>1049</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7661</th>\n      <td>1020</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7662</th>\n      <td>1056</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7663</th>\n      <td>1028</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7664</th>\n      <td>1150</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7665</th>\n      <td>1020</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7666</th>\n      <td>984</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7667</th>\n      <td>936</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7668</th>\n      <td>1036</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7669</th>\n      <td>928</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7670</th>\n      <td>952</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7671</th>\n      <td>883</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7672</th>\n      <td>765</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7673</th>\n      <td>765</td>\n      <td>20210210</td>\n      <td>82.0</td>\n    </tr>\n    <tr>\n      <th>7674</th>\n      <td>660</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7675</th>\n      <td>429</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7676</th>\n      <td>308</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7677</th>\n      <td>244</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7678</th>\n      <td>280</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7679</th>\n      <td>321</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7680</th>\n      <td>484</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7681</th>\n      <td>848</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7682</th>\n      <td>1124</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7683</th>\n      <td>1124</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7684</th>\n      <td>1320</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7685</th>\n      <td>1040</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7686</th>\n      <td>1174</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7687</th>\n      <td>1088</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7688</th>\n      <td>1075</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7689</th>\n      <td>957</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7690</th>\n      <td>1009</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7691</th>\n      <td>996</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7692</th>\n      <td>1024</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7693</th>\n      <td>1055</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7694</th>\n      <td>949</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7695</th>\n      <td>869</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7696</th>\n      <td>837</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7697</th>\n      <td>756</td>\n      <td>20210211</td>\n      <td>86.0</td>\n    </tr>\n    <tr>\n      <th>7698</th>\n      <td>636</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7699</th>\n      <td>540</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7700</th>\n      <td>401</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7701</th>\n      <td>241</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7702</th>\n      <td>254</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7703</th>\n      <td>340</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7704</th>\n      <td>472</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7705</th>\n      <td>924</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7706</th>\n      <td>1097</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7707</th>\n      <td>1140</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7708</th>\n      <td>1068</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7709</th>\n      <td>1102</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7710</th>\n      <td>1032</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7711</th>\n      <td>1105</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7712</th>\n      <td>1280</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7713</th>\n      <td>1071</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7714</th>\n      <td>1049</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7715</th>\n      <td>964</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7716</th>\n      <td>1053</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7717</th>\n      <td>1021</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7718</th>\n      <td>989</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7719</th>\n      <td>984</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7720</th>\n      <td>903</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7721</th>\n      <td>856</td>\n      <td>20210212</td>\n      <td>89.0</td>\n    </tr>\n    <tr>\n      <th>7722</th>\n      <td>755</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7723</th>\n      <td>601</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7724</th>\n      <td>401</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7725</th>\n      <td>316</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7726</th>\n      <td>264</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7727</th>\n      <td>356</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7728</th>\n      <td>549</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7729</th>\n      <td>913</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7730</th>\n      <td>1038</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7731</th>\n      <td>1054</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7732</th>\n      <td>1040</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7733</th>\n      <td>1320</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7734</th>\n      <td>1740</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7735</th>\n      <td>840</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7736</th>\n      <td>1240</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7737</th>\n      <td>987</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7738</th>\n      <td>1009</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7739</th>\n      <td>1023</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7740</th>\n      <td>1024</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7741</th>\n      <td>993</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7742</th>\n      <td>1021</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7743</th>\n      <td>976</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7744</th>\n      <td>828</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7745</th>\n      <td>851</td>\n      <td>20210213</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7746</th>\n      <td>873</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7747</th>\n      <td>652</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7748</th>\n      <td>620</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7749</th>\n      <td>472</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7750</th>\n      <td>506</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7751</th>\n      <td>420</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7752</th>\n      <td>515</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7753</th>\n      <td>941</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7754</th>\n      <td>1095</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7755</th>\n      <td>1057</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7756</th>\n      <td>1134</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7757</th>\n      <td>1060</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7758</th>\n      <td>1056</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7759</th>\n      <td>992</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7760</th>\n      <td>1064</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7761</th>\n      <td>1064</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7762</th>\n      <td>1016</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7763</th>\n      <td>1004</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7764</th>\n      <td>960</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7765</th>\n      <td>1024</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7766</th>\n      <td>924</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7767</th>\n      <td>1009</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7768</th>\n      <td>939</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7769</th>\n      <td>952</td>\n      <td>20210214</td>\n      <td>79.0</td>\n    </tr>\n    <tr>\n      <th>7770</th>\n      <td>1065</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7771</th>\n      <td>1092</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7772</th>\n      <td>864</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7773</th>\n      <td>744</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7774</th>\n      <td>739</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7775</th>\n      <td>672</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7776</th>\n      <td>496</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7777</th>\n      <td>584</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7778</th>\n      <td>584</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7779</th>\n      <td>696</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7780</th>\n      <td>773</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7781</th>\n      <td>812</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7782</th>\n      <td>30</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7783</th>\n      <td>258</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7784</th>\n      <td>784</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7785</th>\n      <td>896</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7786</th>\n      <td>844</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7787</th>\n      <td>844</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7788</th>\n      <td>880</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7789</th>\n      <td>872</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7790</th>\n      <td>931</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7791</th>\n      <td>913</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7792</th>\n      <td>972</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7793</th>\n      <td>952</td>\n      <td>20210215</td>\n      <td>71.0</td>\n    </tr>\n    <tr>\n      <th>7794</th>\n      <td>892</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7795</th>\n      <td>960</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7796</th>\n      <td>975</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7797</th>\n      <td>812</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7798</th>\n      <td>804</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7799</th>\n      <td>717</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7800</th>\n      <td>676</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7801</th>\n      <td>732</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7802</th>\n      <td>588</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7803</th>\n      <td>644</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7804</th>\n      <td>704</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7805</th>\n      <td>816</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7806</th>\n      <td>840</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7807</th>\n      <td>805</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7808</th>\n      <td>864</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7809</th>\n      <td>876</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7810</th>\n      <td>904</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7811</th>\n      <td>888</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7812</th>\n      <td>945</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7813</th>\n      <td>872</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7814</th>\n      <td>852</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7815</th>\n      <td>885</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7816</th>\n      <td>784</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7817</th>\n      <td>639</td>\n      <td>20210216</td>\n      <td>69.0</td>\n    </tr>\n    <tr>\n      <th>7818</th>\n      <td>676</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7819</th>\n      <td>477</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7820</th>\n      <td>320</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7821</th>\n      <td>264</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7822</th>\n      <td>300</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7823</th>\n      <td>316</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7824</th>\n      <td>451</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7825</th>\n      <td>760</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7826</th>\n      <td>1056</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7827</th>\n      <td>1095</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7828</th>\n      <td>1050</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7829</th>\n      <td>1113</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7830</th>\n      <td>1096</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7831</th>\n      <td>1012</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7832</th>\n      <td>1140</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7833</th>\n      <td>1098</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7834</th>\n      <td>1063</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7835</th>\n      <td>984</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7836</th>\n      <td>996</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7837</th>\n      <td>989</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7838</th>\n      <td>916</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7839</th>\n      <td>931</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7840</th>\n      <td>751</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7841</th>\n      <td>731</td>\n      <td>20210217</td>\n      <td>84.0</td>\n    </tr>\n    <tr>\n      <th>7842</th>\n      <td>692</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7843</th>\n      <td>452</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7844</th>\n      <td>455</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7845</th>\n      <td>276</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7846</th>\n      <td>284</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7847</th>\n      <td>313</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7848</th>\n      <td>492</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7849</th>\n      <td>855</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7850</th>\n      <td>1116</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7851</th>\n      <td>1095</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7852</th>\n      <td>1010</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7853</th>\n      <td>1092</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7854</th>\n      <td>300</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7855</th>\n      <td>90</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7856</th>\n      <td>254</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7857</th>\n      <td>1071</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7858</th>\n      <td>1020</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7859</th>\n      <td>1001</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7860</th>\n      <td>1048</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7861</th>\n      <td>1048</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7862</th>\n      <td>904</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7863</th>\n      <td>808</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7864</th>\n      <td>776</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7865</th>\n      <td>799</td>\n      <td>20210218</td>\n      <td>64.0</td>\n    </tr>\n    <tr>\n      <th>7866</th>\n      <td>704</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7867</th>\n      <td>588</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7868</th>\n      <td>388</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7869</th>\n      <td>318</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7870</th>\n      <td>296</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7871</th>\n      <td>356</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7872</th>\n      <td>464</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7873</th>\n      <td>881</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7874</th>\n      <td>1104</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7875</th>\n      <td>1088</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7876</th>\n      <td>987</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7877</th>\n      <td>1057</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7878</th>\n      <td>1090</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7879</th>\n      <td>1096</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7880</th>\n      <td>1084</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7881</th>\n      <td>989</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7882</th>\n      <td>1048</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7883</th>\n      <td>1040</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7884</th>\n      <td>1076</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7885</th>\n      <td>1028</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7886</th>\n      <td>1012</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7887</th>\n      <td>1009</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7888</th>\n      <td>841</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7889</th>\n      <td>844</td>\n      <td>20210219</td>\n      <td>51.0</td>\n    </tr>\n    <tr>\n      <th>7890</th>\n      <td>727</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7891</th>\n      <td>616</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7892</th>\n      <td>475</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7893</th>\n      <td>356</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7894</th>\n      <td>384</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7895</th>\n      <td>400</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7896</th>\n      <td>500</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7897</th>\n      <td>948</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7898</th>\n      <td>1036</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7899</th>\n      <td>1188</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7900</th>\n      <td>1140</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7901</th>\n      <td>1046</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7902</th>\n      <td>1320</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7903</th>\n      <td>1099</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7904</th>\n      <td>1074</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7905</th>\n      <td>1054</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7906</th>\n      <td>1104</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7907</th>\n      <td>1089</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7908</th>\n      <td>1133</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7909</th>\n      <td>1048</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7910</th>\n      <td>1005</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7911</th>\n      <td>976</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7912</th>\n      <td>781</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7913</th>\n      <td>956</td>\n      <td>20210220</td>\n      <td>52.0</td>\n    </tr>\n    <tr>\n      <th>7914</th>\n      <td>856</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7915</th>\n      <td>720</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7916</th>\n      <td>628</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7917</th>\n      <td>519</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7918</th>\n      <td>437</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7919</th>\n      <td>469</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7920</th>\n      <td>596</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7921</th>\n      <td>944</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7922</th>\n      <td>1145</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7923</th>\n      <td>1131</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7924</th>\n      <td>1260</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7925</th>\n      <td>1099</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7926</th>\n      <td>1145</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7927</th>\n      <td>1080</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7928</th>\n      <td>1025</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7929</th>\n      <td>949</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7930</th>\n      <td>988</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7931</th>\n      <td>955</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7932</th>\n      <td>1019</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7933</th>\n      <td>940</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7934</th>\n      <td>1073</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7935</th>\n      <td>1040</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7936</th>\n      <td>995</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7937</th>\n      <td>944</td>\n      <td>20210221</td>\n      <td>36.0</td>\n    </tr>\n    <tr>\n      <th>7938</th>\n      <td>972</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7939</th>\n      <td>1084</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7940</th>\n      <td>905</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7941</th>\n      <td>848</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7942</th>\n      <td>712</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7943</th>\n      <td>700</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7944</th>\n      <td>640</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7945</th>\n      <td>761</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7946</th>\n      <td>611</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7947</th>\n      <td>680</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7948</th>\n      <td>801</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7949</th>\n      <td>756</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7950</th>\n      <td>956</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7951</th>\n      <td>883</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7952</th>\n      <td>973</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7953</th>\n      <td>978</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7954</th>\n      <td>932</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7955</th>\n      <td>980</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7956</th>\n      <td>884</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7957</th>\n      <td>909</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7958</th>\n      <td>912</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7959</th>\n      <td>960</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7960</th>\n      <td>936</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7961</th>\n      <td>932</td>\n      <td>20210222</td>\n      <td>42.0</td>\n    </tr>\n    <tr>\n      <th>7962</th>\n      <td>944</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>7963</th>\n      <td>989</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>7964</th>\n      <td>788</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>7965</th>\n      <td>869</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>7966</th>\n      <td>796</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n    <tr>\n      <th>7967</th>\n      <td>803</td>\n      <td>20210223</td>\n      <td>35.0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 92,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": true
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668430391418
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx1_86_mean = traffic_dfx1_86_q.groupby('value')[\"intensity\"].mean()"
      ],
      "outputs": [],
      "execution_count": 93,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668430417762
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx1_86_mean"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 94,
          "data": {
            "text/plain": "value\n-25.0    649.520833\n 21.0    509.958333\n 22.0    511.000000\n 23.0    519.125000\n 24.0    600.833333\n 25.0    602.656250\n 26.0    549.305556\n 27.0    488.812500\n 28.0    502.000000\n 29.0    563.208333\n 30.0    576.684524\n 31.0    600.411458\n 32.0    621.697917\n 33.0    548.298611\n 34.0    542.354167\n 35.0    542.911197\n 36.0    665.375000\n 37.0    502.623037\n 38.0    554.736111\n 39.0    492.319444\n 40.0    241.708333\n 41.0    460.391667\n 42.0    570.375000\n 44.0    544.720238\n 45.0    563.645833\n 46.0    411.500000\n 47.0    681.576389\n 48.0    723.573460\n 49.0    598.416667\n 50.0    453.182609\n 51.0    508.927083\n 52.0    643.850000\n 53.0    566.263889\n 54.0    551.718182\n 55.0    571.583333\n 56.0    633.437500\n 58.0    654.750000\n 59.0    496.642857\n 60.0    456.833333\n 61.0    606.403361\n 62.0    689.854015\n 63.0    569.426966\n 64.0    559.413534\n 65.0    737.531915\n 66.0    380.031250\n 67.0    511.375000\n 68.0    733.916667\n 69.0    759.900000\n 70.0    632.076389\n 71.0    592.406250\n 72.0    574.437126\n 73.0    717.111801\n 74.0    483.770833\n 75.0    376.645833\n 76.0    593.114583\n 77.0    541.641791\n 78.0    686.250000\n 79.0    550.255952\n 80.0    621.848958\n 81.0    616.000000\n 82.0    709.843750\n 83.0    595.227273\n 84.0    697.158333\n 85.0    712.162037\n 86.0    753.398773\n 87.0    643.250000\n 89.0    820.958333\n 90.0    723.638889\n 91.0    650.666667\n 92.0    644.333333\n 95.0    463.943662\nName: intensity, dtype: float64"
          },
          "metadata": {}
        }
      ],
      "execution_count": 94,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": true
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668430420962
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df1_86 = pd.DataFrame(traffic_dfx1_86_mean, columns = ['intensity'])"
      ],
      "outputs": [],
      "execution_count": 96,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668430587344
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df1_86.reset_index(inplace=True, level=['value'])"
      ],
      "outputs": [],
      "execution_count": 98,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668430637437
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df1_86"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 99,
          "data": {
            "text/plain": "    value   intensity\n0   -25.0  649.520833\n1    21.0  509.958333\n2    22.0  511.000000\n3    23.0  519.125000\n4    24.0  600.833333\n5    25.0  602.656250\n6    26.0  549.305556\n7    27.0  488.812500\n8    28.0  502.000000\n9    29.0  563.208333\n10   30.0  576.684524\n11   31.0  600.411458\n12   32.0  621.697917\n13   33.0  548.298611\n14   34.0  542.354167\n15   35.0  542.911197\n16   36.0  665.375000\n17   37.0  502.623037\n18   38.0  554.736111\n19   39.0  492.319444\n20   40.0  241.708333\n21   41.0  460.391667\n22   42.0  570.375000\n23   44.0  544.720238\n24   45.0  563.645833\n25   46.0  411.500000\n26   47.0  681.576389\n27   48.0  723.573460\n28   49.0  598.416667\n29   50.0  453.182609\n30   51.0  508.927083\n31   52.0  643.850000\n32   53.0  566.263889\n33   54.0  551.718182\n34   55.0  571.583333\n35   56.0  633.437500\n36   58.0  654.750000\n37   59.0  496.642857\n38   60.0  456.833333\n39   61.0  606.403361\n40   62.0  689.854015\n41   63.0  569.426966\n42   64.0  559.413534\n43   65.0  737.531915\n44   66.0  380.031250\n45   67.0  511.375000\n46   68.0  733.916667\n47   69.0  759.900000\n48   70.0  632.076389\n49   71.0  592.406250\n50   72.0  574.437126\n51   73.0  717.111801\n52   74.0  483.770833\n53   75.0  376.645833\n54   76.0  593.114583\n55   77.0  541.641791\n56   78.0  686.250000\n57   79.0  550.255952\n58   80.0  621.848958\n59   81.0  616.000000\n60   82.0  709.843750\n61   83.0  595.227273\n62   84.0  697.158333\n63   85.0  712.162037\n64   86.0  753.398773\n65   87.0  643.250000\n66   89.0  820.958333\n67   90.0  723.638889\n68   91.0  650.666667\n69   92.0  644.333333\n70   95.0  463.943662",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>value</th>\n      <th>intensity</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>-25.0</td>\n      <td>649.520833</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>21.0</td>\n      <td>509.958333</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>22.0</td>\n      <td>511.000000</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>23.0</td>\n      <td>519.125000</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>24.0</td>\n      <td>600.833333</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>25.0</td>\n      <td>602.656250</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>26.0</td>\n      <td>549.305556</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>27.0</td>\n      <td>488.812500</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>28.0</td>\n      <td>502.000000</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>29.0</td>\n      <td>563.208333</td>\n    </tr>\n    <tr>\n      <th>10</th>\n      <td>30.0</td>\n      <td>576.684524</td>\n    </tr>\n    <tr>\n      <th>11</th>\n      <td>31.0</td>\n      <td>600.411458</td>\n    </tr>\n    <tr>\n      <th>12</th>\n      <td>32.0</td>\n      <td>621.697917</td>\n    </tr>\n    <tr>\n      <th>13</th>\n      <td>33.0</td>\n      <td>548.298611</td>\n    </tr>\n    <tr>\n      <th>14</th>\n      <td>34.0</td>\n      <td>542.354167</td>\n    </tr>\n    <tr>\n      <th>15</th>\n      <td>35.0</td>\n      <td>542.911197</td>\n    </tr>\n    <tr>\n      <th>16</th>\n      <td>36.0</td>\n      <td>665.375000</td>\n    </tr>\n    <tr>\n      <th>17</th>\n      <td>37.0</td>\n      <td>502.623037</td>\n    </tr>\n    <tr>\n      <th>18</th>\n      <td>38.0</td>\n      <td>554.736111</td>\n    </tr>\n    <tr>\n      <th>19</th>\n      <td>39.0</td>\n      <td>492.319444</td>\n    </tr>\n    <tr>\n      <th>20</th>\n      <td>40.0</td>\n      <td>241.708333</td>\n    </tr>\n    <tr>\n      <th>21</th>\n      <td>41.0</td>\n      <td>460.391667</td>\n    </tr>\n    <tr>\n      <th>22</th>\n      <td>42.0</td>\n      <td>570.375000</td>\n    </tr>\n    <tr>\n      <th>23</th>\n      <td>44.0</td>\n      <td>544.720238</td>\n    </tr>\n    <tr>\n      <th>24</th>\n      <td>45.0</td>\n      <td>563.645833</td>\n    </tr>\n    <tr>\n      <th>25</th>\n      <td>46.0</td>\n      <td>411.500000</td>\n    </tr>\n    <tr>\n      <th>26</th>\n      <td>47.0</td>\n      <td>681.576389</td>\n    </tr>\n    <tr>\n      <th>27</th>\n      <td>48.0</td>\n      <td>723.573460</td>\n    </tr>\n    <tr>\n      <th>28</th>\n      <td>49.0</td>\n      <td>598.416667</td>\n    </tr>\n    <tr>\n      <th>29</th>\n      <td>50.0</td>\n      <td>453.182609</td>\n    </tr>\n    <tr>\n      <th>30</th>\n      <td>51.0</td>\n      <td>508.927083</td>\n    </tr>\n    <tr>\n      <th>31</th>\n      <td>52.0</td>\n      <td>643.850000</td>\n    </tr>\n    <tr>\n      <th>32</th>\n      <td>53.0</td>\n      <td>566.263889</td>\n    </tr>\n    <tr>\n      <th>33</th>\n      <td>54.0</td>\n      <td>551.718182</td>\n    </tr>\n    <tr>\n      <th>34</th>\n      <td>55.0</td>\n      <td>571.583333</td>\n    </tr>\n    <tr>\n      <th>35</th>\n      <td>56.0</td>\n      <td>633.437500</td>\n    </tr>\n    <tr>\n      <th>36</th>\n      <td>58.0</td>\n      <td>654.750000</td>\n    </tr>\n    <tr>\n      <th>37</th>\n      <td>59.0</td>\n      <td>496.642857</td>\n    </tr>\n    <tr>\n      <th>38</th>\n      <td>60.0</td>\n      <td>456.833333</td>\n    </tr>\n    <tr>\n      <th>39</th>\n      <td>61.0</td>\n      <td>606.403361</td>\n    </tr>\n    <tr>\n      <th>40</th>\n      <td>62.0</td>\n      <td>689.854015</td>\n    </tr>\n    <tr>\n      <th>41</th>\n      <td>63.0</td>\n      <td>569.426966</td>\n    </tr>\n    <tr>\n      <th>42</th>\n      <td>64.0</td>\n      <td>559.413534</td>\n    </tr>\n    <tr>\n      <th>43</th>\n      <td>65.0</td>\n      <td>737.531915</td>\n    </tr>\n    <tr>\n      <th>44</th>\n      <td>66.0</td>\n      <td>380.031250</td>\n    </tr>\n    <tr>\n      <th>45</th>\n      <td>67.0</td>\n      <td>511.375000</td>\n    </tr>\n    <tr>\n      <th>46</th>\n      <td>68.0</td>\n      <td>733.916667</td>\n    </tr>\n    <tr>\n      <th>47</th>\n      <td>69.0</td>\n      <td>759.900000</td>\n    </tr>\n    <tr>\n      <th>48</th>\n      <td>70.0</td>\n      <td>632.076389</td>\n    </tr>\n    <tr>\n      <th>49</th>\n      <td>71.0</td>\n      <td>592.406250</td>\n    </tr>\n    <tr>\n      <th>50</th>\n      <td>72.0</td>\n      <td>574.437126</td>\n    </tr>\n    <tr>\n      <th>51</th>\n      <td>73.0</td>\n      <td>717.111801</td>\n    </tr>\n    <tr>\n      <th>52</th>\n      <td>74.0</td>\n      <td>483.770833</td>\n    </tr>\n    <tr>\n      <th>53</th>\n      <td>75.0</td>\n      <td>376.645833</td>\n    </tr>\n    <tr>\n      <th>54</th>\n      <td>76.0</td>\n      <td>593.114583</td>\n    </tr>\n    <tr>\n      <th>55</th>\n      <td>77.0</td>\n      <td>541.641791</td>\n    </tr>\n    <tr>\n      <th>56</th>\n      <td>78.0</td>\n      <td>686.250000</td>\n    </tr>\n    <tr>\n      <th>57</th>\n      <td>79.0</td>\n      <td>550.255952</td>\n    </tr>\n    <tr>\n      <th>58</th>\n      <td>80.0</td>\n      <td>621.848958</td>\n    </tr>\n    <tr>\n      <th>59</th>\n      <td>81.0</td>\n      <td>616.000000</td>\n    </tr>\n    <tr>\n      <th>60</th>\n      <td>82.0</td>\n      <td>709.843750</td>\n    </tr>\n    <tr>\n      <th>61</th>\n      <td>83.0</td>\n      <td>595.227273</td>\n    </tr>\n    <tr>\n      <th>62</th>\n      <td>84.0</td>\n      <td>697.158333</td>\n    </tr>\n    <tr>\n      <th>63</th>\n      <td>85.0</td>\n      <td>712.162037</td>\n    </tr>\n    <tr>\n      <th>64</th>\n      <td>86.0</td>\n      <td>753.398773</td>\n    </tr>\n    <tr>\n      <th>65</th>\n      <td>87.0</td>\n      <td>643.250000</td>\n    </tr>\n    <tr>\n      <th>66</th>\n      <td>89.0</td>\n      <td>820.958333</td>\n    </tr>\n    <tr>\n      <th>67</th>\n      <td>90.0</td>\n      <td>723.638889</td>\n    </tr>\n    <tr>\n      <th>68</th>\n      <td>91.0</td>\n      <td>650.666667</td>\n    </tr>\n    <tr>\n      <th>69</th>\n      <td>92.0</td>\n      <td>644.333333</td>\n    </tr>\n    <tr>\n      <th>70</th>\n      <td>95.0</td>\n      <td>463.943662</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 99,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": true
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668430639415
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import pandas as pd\r\n",
        "import numpy as np\r\n",
        "pd.set_option('display.max_rows', None)\r\n",
        "pd.set_option('display.max_columns', None)\r\n",
        "result = df1_86.groupby(pd.cut(df1_86['value'], \r\n",
        "                  bins=[0,20,40,60,80,100],  \r\n",
        "                  labels=['[0-20)', '[20-40)', '[40-60)', '[60-80)', '[80-100]']))['intensity'].mean().reset_index()\r\n",
        "print(\"\\nGroupBy with condition of  two labels and ranges:\")\r\n",
        "print(result)"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "\nGroupBy with condition of  two labels and ranges:\n      value   intensity\n0    [0-20)         NaN\n1   [20-40)  536.800955\n2   [40-60)  560.632669\n3   [60-80)  595.870611\n4  [80-100]  669.215088\n"
        }
      ],
      "execution_count": 200,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668439475255
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df = result\r\n",
        "ax = df.plot.bar(x='value', y='intensity', rot=0, xlabel='Humidity (%)', ylabel='Veh./hour').grid(axis='y')"
      ],
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 432x288 with 1 Axes>",
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 126,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668432580627
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx2_86_mean = traffic_dfx2_86_q.groupby('value')[\"intensity\"].mean()"
      ],
      "outputs": [],
      "execution_count": 127,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668434086628
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df2_86 = pd.DataFrame(traffic_dfx2_86_mean, columns = ['intensity'])"
      ],
      "outputs": [],
      "execution_count": 128,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668434142514
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df2_86.reset_index(inplace=True, level=['value'])"
      ],
      "outputs": [],
      "execution_count": 129,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668434159834
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import pandas as pd\r\n",
        "import numpy as np\r\n",
        "pd.set_option('display.max_rows', None)\r\n",
        "pd.set_option('display.max_columns', None)\r\n",
        "result2 = df2_86.groupby(pd.cut(df2_86['value'], \r\n",
        "                  bins=[0,20,40,60,80,100],  \r\n",
        "                  labels=['[0-20)', '[20-40)', '[40-60)', '[60-80)', '[80-100]']))['intensity'].mean().reset_index()\r\n",
        "print(\"\\nGroupBy with condition of  two labels and ranges:\")\r\n",
        "print(result2)"
      ],
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": "\nGroupBy with condition of  two labels and ranges:\n      value   intensity\n0    [0-20)         NaN\n1   [20-40)  249.081162\n2   [40-60)  409.897121\n3   [60-80)  436.438820\n4  [80-100]  547.753739\n"
        }
      ],
      "execution_count": 196,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668439323066
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df = result\r\n",
        "df2 = result2"
      ],
      "outputs": [],
      "execution_count": 201,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668439481488
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df12 = pd.merge(df, df2, on='value')"
      ],
      "outputs": [],
      "execution_count": 202,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668439483049
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df12"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 203,
          "data": {
            "text/plain": "      value  intensity_x  intensity_y\n0    [0-20)          NaN          NaN\n1   [20-40)   536.800955   249.081162\n2   [40-60)   560.632669   409.897121\n3   [60-80)   595.870611   436.438820\n4  [80-100]   669.215088   547.753739",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>value</th>\n      <th>intensity_x</th>\n      <th>intensity_y</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>[0-20)</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>[20-40)</td>\n      <td>536.800955</td>\n      <td>249.081162</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>[40-60)</td>\n      <td>560.632669</td>\n      <td>409.897121</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>[60-80)</td>\n      <td>595.870611</td>\n      <td>436.438820</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>[80-100]</td>\n      <td>669.215088</td>\n      <td>547.753739</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 203,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668439484639
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df1 = result\r\n",
        "df2 = result2, \r\n",
        "ax = df12.plot.bar(x='value', rot=0, xlabel='Humidity (%)', ylabel='Vehicles/Hour', colormap='Paired').grid(axis='y')\r\n",
        "plt.legend(['Traffic Sensor 4306', 'Traffic Sensor 4301'], prop={'size': 10})\r\n",
        "plt.title('Traffic Int.: Sensors 4306 & 4301/Humidity (Station 35)')"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 224,
          "data": {
            "text/plain": "Text(0.5, 1.0, 'Traffic Int.: Sensors 4306 & 4301/Humidity (Station 35)')"
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 432x288 with 1 Axes>",
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 224,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668441361533
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx1_86_mean = traffic_dfx1_86.groupby('value')[\"intensity\"].mean()"
      ],
      "outputs": [],
      "execution_count": 56,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668412548321
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx1_86_mean.plot(x=\"value\", y=\"intensity\", color={\"red\"})\n",
        "plt.axis([-0.5, 100, 0, 1850]) \n",
        "plt.title('Traffic Intensity (Sensor 4306)/ Relative Humidity (Station 35)')\n",
        "plt.xlabel('Relative Humidity (%)')\n",
        "plt.ylabel('Veh./hour')\n",
        "plt.show()"
      ],
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 432x288 with 1 Axes>",
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 57,
      "metadata": {
        "gather": {
          "logged": 1668412550907
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx1_86_mean.hist(bins=25, figsize=(10,7), color={\"green\"})\r\n",
        "plt.xlabel('Traffic Intensity')\r\n",
        "\r\n",
        "plt.ylabel('Count')\r\n",
        "plt.title('Traffic Intensity Flow (Sensor 4306)')\r\n",
        "plt.show()"
      ],
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 720x504 with 1 Axes>",
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 58,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668412630432
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "w = 42.5 : 5.0 : 62.5;\r\n",
        "n = [4 12 13 6 5];\r\n",
        "bar(w,n,'BarWidth',1)"
      ],
      "outputs": [
        {
          "output_type": "error",
          "ename": "SyntaxError",
          "evalue": "invalid syntax (1966593401.py, line 1)",
          "traceback": [
            "\u001b[0;36m  Input \u001b[0;32mIn [67]\u001b[0;36m\u001b[0m\n\u001b[0;31m    w = 42.5 : 5.0 : 62.5;\u001b[0m\n\u001b[0m             ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
          ]
        }
      ],
      "execution_count": 67,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668413076662
        }
      }
    },
    {
      "cell_type": "markdown",
      "source": [],
      "metadata": {
        "nteract": {
          "transient": {
            "deleting": false
          }
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "x = categorical({'First label', 'Second label', 'Third label'});\r\n",
        "ymin = [1, 2, 5];\r\n",
        "ymax = [4, 9, 8];\r\n",
        "b = bar(x, [ymin; ymax-ymin].', 'stacked');\r\n",
        "b(1).Visible = 'off';"
      ],
      "outputs": [
        {
          "output_type": "error",
          "ename": "SyntaxError",
          "evalue": "invalid syntax (280517074.py, line 4)",
          "traceback": [
            "\u001b[0;36m  Input \u001b[0;32mIn [65]\u001b[0;36m\u001b[0m\n\u001b[0;31m    b = bar(x, [ymin; ymax-ymin].', 'stacked');\u001b[0m\n\u001b[0m                    ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
          ]
        }
      ],
      "execution_count": 65,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668412895275
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx1_86_mean"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 61,
          "data": {
            "text/plain": "value\n-25.0    649.520833\n 21.0    509.958333\n 22.0    511.000000\n 23.0    519.125000\n 24.0    600.833333\n            ...    \n 89.0    820.958333\n 90.0    723.638889\n 91.0    650.666667\n 92.0    644.333333\n 95.0    463.943662\nName: intensity, Length: 71, dtype: float64"
          },
          "metadata": {}
        }
      ],
      "execution_count": 61,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668412777262
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# join weather data to the date data dataset\n",
        "traffic_dfx = pd.merge(traffic_dftd2, weather_df_t_83, how='left', on='date_id')"
      ],
      "outputs": [
        {
          "output_type": "error",
          "ename": "NameError",
          "evalue": "name 'traffic_dftd2' is not defined",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
            "Cell \u001b[0;32mIn [124], line 2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;66;03m# join weather data to the date data dataset\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m traffic_dfx \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mmerge(\u001b[43mtraffic_dftd2\u001b[49m, weather_df_t_83, how\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mleft\u001b[39m\u001b[38;5;124m'\u001b[39m, on\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdate_id\u001b[39m\u001b[38;5;124m'\u001b[39m)\n",
            "\u001b[0;31mNameError\u001b[0m: name 'traffic_dftd2' is not defined"
          ]
        }
      ],
      "execution_count": 124,
      "metadata": {
        "gather": {
          "logged": 1668411340559
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx_mean = traffic_dfx.groupby('hour')[\"intensity\"].mean()"
      ],
      "outputs": [],
      "execution_count": 53,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668355526638
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dfx_mean.head()"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 60,
          "data": {
            "text/plain": "hour\n0    143.262788\n1     91.570104\n2     65.292636\n3     52.483635\n4     47.991140\nName: intensity, dtype: float64"
          },
          "metadata": {}
        }
      ],
      "execution_count": 60,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668355658740
        }
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# TRAFFIC"
      ],
      "metadata": {
        "nteract": {
          "transient": {
            "deleting": false
          }
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_df1_mean = traffic_df1.groupby('hour')[\"intensity\"].mean()"
      ],
      "outputs": [],
      "execution_count": 269,
      "metadata": {
        "gather": {
          "logged": 1668443480970
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_df1_max = traffic_df1.groupby('hour')[\"intensity\"].max()"
      ],
      "outputs": [],
      "execution_count": 270,
      "metadata": {
        "gather": {
          "logged": 1668443483313
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_df2_mean = traffic_df2.groupby('hour')[\"intensity\"].mean()"
      ],
      "outputs": [],
      "execution_count": 271,
      "metadata": {
        "gather": {
          "logged": 1668443485778
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_df2_max = traffic_df2.groupby('hour')[\"intensity\"].max()"
      ],
      "outputs": [],
      "execution_count": 272,
      "metadata": {
        "gather": {
          "logged": 1668443487030
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_df1_mean.plot(x=\"hour\", y=\"value\", label = \"mean\", color=\"black\")\n",
        "traffic_df1_max.plot(x=\"hour\", y=\"value\",  label = \"max\", color=\"black\", linestyle = \"dotted\")\n",
        "plt.axis([-0.5, 23.5, 0, 1750]) \n",
        "plt.title('Traffic Intensity (Sensor 4306)')\n",
        "plt.xlabel('Time (Hour of the day)')\n",
        "plt.ylabel('Vehicles/Hour')\n",
        "plt.legend(loc = \"upper left\")\n",
        "plt.show()"
      ],
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 432x288 with 1 Axes>",
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 274,
      "metadata": {
        "gather": {
          "logged": 1668443504162
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_df2_mean.plot(x=\"hour\", y=\"value\", label = \"mean\", color=\"black\")\n",
        "traffic_df2_max.plot(x=\"hour\", y=\"value\",  label = \"max\", color=\"black\", linestyle = \"dotted\")\n",
        "plt.axis([-0.5, 23.5, 0, 1750]) \n",
        "plt.title('Traffic Intensity (Sensor 4301)')\n",
        "plt.xlabel('Time (Hour of the day)')\n",
        "plt.ylabel('Vehicles/Hour')\n",
        "plt.legend(loc = \"upper left\")\n",
        "plt.show()"
      ],
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 432x288 with 1 Axes>",
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 275,
      "metadata": {
        "gather": {
          "logged": 1668443527009
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dft1_mean = traffic_dft1[\"intensity\"].mean()"
      ],
      "outputs": [],
      "execution_count": 20,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668509607300
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dft2_mean = traffic_dft2[\"intensity\"].mean()"
      ],
      "outputs": [],
      "execution_count": 21,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668509608826
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dft1_mean"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 22,
          "data": {
            "text/plain": "586.7654367469879"
          },
          "metadata": {}
        }
      ],
      "execution_count": 22,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668509610004
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_dft2_mean"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 34,
          "data": {
            "text/plain": "422.0488895989775"
          },
          "metadata": {}
        }
      ],
      "execution_count": 34,
      "metadata": {
        "jupyter": {
          "source_hidden": false,
          "outputs_hidden": false
        },
        "nteract": {
          "transient": {
            "deleting": false
          }
        },
        "gather": {
          "logged": 1668510090820
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "\n",
        "\n",
        "# create histograms of each variable\n",
        "%matplotlib inline\n",
        "import matplotlib.pyplot as plt\n",
        "traffic_dft1.hist(bins=[0,250,500,750,1000,1250, 1500, 1750, 2000], figsize=(10,7), color={\"black\"})\n",
        "plt.axvline(x=586.7654367469879, linewidth=2, color='red', linestyle = \"dotted\")\n",
        "plt.xlabel('Traffic Intensity')\n",
        "plt.legend(['mean', 'count'], bbox_to_anchor=(1.0, 1.0))\n",
        "plt.ylabel('Frequency')\n",
        "plt.title('Traffic Intensity / Frequency (Sensor 4306)')\n",
        "plt.show()\n",
        "\n"
      ],
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 720x504 with 1 Axes>",
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 54,
      "metadata": {
        "gather": {
          "logged": 1668510663533
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "\n",
        "# create histograms of each variable\n",
        "%matplotlib inline\n",
        "import matplotlib.pyplot as plt\n",
        "traffic_dft2.hist(bins=[0,250,500,750,1000,1250, 1500, 1750, 2000], figsize=(10,7), color={\"black\"})\n",
        "plt.axvline(x=422.0488895989775, linewidth=2, color='red', linestyle = \"dotted\")\n",
        "plt.legend(['mean', 'count'], bbox_to_anchor=(1.0, 1.0))\n",
        "plt.xlabel('Traffic Intensity')\n",
        "plt.ylabel('Frequency')\n",
        "plt.title('Traffic Intensity / Frequency (Sensor 4301)')\n",
        "plt.show()"
      ],
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "<Figure size 720x504 with 1 Axes>",
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ],
      "execution_count": 55,
      "metadata": {
        "gather": {
          "logged": 1668510679440
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_t_83_df = pd.merge(weather_df_t_83, traffic_df, how='left', on=['date_id'])"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic-T-83 data:')\n",
        "traffic_t_83_df.head()"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_t_83_df_vars = [\"value\",\"intensity\"]"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_t_83_df = traffic_t_83_df[traffic_t_83_df_vars]"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic-T-83 data:')\n",
        "traffic_t_83_df.head()"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_t_83_df['intensity'] = traffic_t_83_df['intensity'].div(24).round(0)"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic-T-83 data:')\n",
        "traffic_t_83_df.head()"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "# create histograms of each variable\n",
        "%matplotlib inline\n",
        "import matplotlib.pyplot as plt\n",
        "traffic_t_83_df.hist(bins=100, figsize=(20,15))  \n",
        "plt.show()"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_t_86_hr = pd.merge(weather_df_hr_86, traffic_df, how='left', on=['date_id'])"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic-T-83 data:')\n",
        "traffic_t_86_hr.head()"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_t_86_hr_vars = [\"value\",\"intensity\"]"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_t_86_hr = traffic_t_86_hr[traffic_t_86_hr_vars]"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic-T-83 data:')\n",
        "traffic_t_86_hr.head()"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "# create histograms of each variable\n",
        "%matplotlib inline\n",
        "import matplotlib.pyplot as plt\n",
        "traffic_t_86_hr.hist(bins=100, figsize=(20,15))  \n",
        "plt.show()"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_t_83_dfd.count"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_t_83_dfd = traffic_t_83_dfd.drop(['value', 'intensity'], axis=1, inplace=True)"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "df['column name'] = df['column name'].replace(['old value'],'new value')"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "# join traffic-aq data to the traffic volume dataset\n",
        "traffic_aq_df = pd.merge(aq_df_8_no2, traffic_df, how='left', on=['date_id', 'hour'])"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {
        "execution": {
          "iopub.execute_input": "2021-06-05T14:41:19.907491Z",
          "iopub.status.busy": "2021-06-05T14:41:19.907134Z"
        }
      }
    },
    {
      "cell_type": "code",
      "source": [],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic-AQ data:')\n",
        "traffic_aq_df.head()"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {
        "execution": {
          "iopub.execute_input": "2021-06-05T14:17:04.314814Z",
          "iopub.status.busy": "2021-06-05T14:17:04.314433Z",
          "iopub.status.idle": "2021-06-05T14:17:04.338103Z",
          "shell.execute_reply": "2021-06-05T14:17:04.336897Z",
          "shell.execute_reply.started": "2021-06-05T14:17:04.314781Z"
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_aq_df_vars = [\"value\",\"intensity\"]"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_aq_df = traffic_aq_df[traffic_aq_df_vars]"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "traffic_aq_df.dtypes"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": [],
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "# examine numerical features in slimmed dataset\n",
        "traffic_aq_df.describe()"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {
        "execution": {
          "iopub.execute_input": "2021-05-29T12:46:04.982524Z",
          "iopub.status.busy": "2021-05-29T12:46:04.982054Z",
          "iopub.status.idle": "2021-05-29T12:46:05.009852Z",
          "shell.execute_reply": "2021-05-29T12:46:05.008315Z",
          "shell.execute_reply.started": "2021-05-29T12:46:04.982492Z"
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# view top of traffic volume dataframe\n",
        "print('Traffic-AQ data:')\n",
        "traffic_aq_df.head()"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "# create histograms of each variable\n",
        "%matplotlib inline\n",
        "import matplotlib.pyplot as plt\n",
        "traffic_aq_df.hist(bins=100, figsize=(20,15))\n",
        "plt.show()"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {
        "execution": {
          "iopub.execute_input": "2021-05-29T12:46:35.778252Z",
          "iopub.status.busy": "2021-05-29T12:46:35.777908Z",
          "iopub.status.idle": "2021-05-29T12:46:36.815284Z",
          "shell.execute_reply": "2021-05-29T12:46:36.814333Z",
          "shell.execute_reply.started": "2021-05-29T12:46:35.778222Z"
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# create histograms of each variable\n",
        "%matplotlib inline\n",
        "import matplotlib.pyplot as plt\n",
        "data_df.hist(bins=50, figsize=(20,15))\n",
        "plt.show()"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {
        "execution": {
          "iopub.execute_input": "2021-05-29T12:37:28.591659Z",
          "iopub.status.busy": "2021-05-29T12:37:28.591359Z",
          "iopub.status.idle": "2021-05-29T12:37:31.421435Z",
          "shell.execute_reply": "2021-05-29T12:37:31.42048Z",
          "shell.execute_reply.started": "2021-05-29T12:37:28.591628Z"
        }
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from sklearn.impute import SimpleImputer\n",
        "imputer = SimpleImputer(strategy=\"median\")\n",
        "\n",
        "# subset numerical columns only\n",
        "traffic_num = traffic_df.drop([\"date\", \"conds\"], axis=1)\n",
        "\n",
        "# fit the imputer to numerical data (aka for our case, find the median values in each column)\n",
        "imputer.fit(traffic_num)\n",
        "\n",
        "print(\"Median values:\")\n",
        "for i in range(len(imputer.statistics_)):\n",
        "    print(traffic_num.columns[i], imputer.statistics_[i])"
      ],
      "outputs": [],
      "execution_count": null,
      "metadata": {
        "execution": {
          "iopub.execute_input": "2021-05-29T12:37:31.423031Z",
          "iopub.status.busy": "2021-05-29T12:37:31.422723Z",
          "iopub.status.idle": "2021-05-29T12:37:31.449058Z",
          "shell.execute_reply": "2021-05-29T12:37:31.446799Z",
          "shell.execute_reply.started": "2021-05-29T12:37:31.423001Z"
        }
      }
    }
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