Extracting NOAA Part 1.ipynb

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    "# <b>Extracting NOAA Data Part I</b>\n",
    "\n",
    "For first part of extracting data from NOAA, we will only use a single file which contains daily values of a weather station within a single year.\n",
    "\n",
    "For this example, we will extract an `*.op` file that contains data from Legaspi weather station for the year 2000."
   ]
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   "source": [
    "## 1. Locating the data"
   ]
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   "source": [
    "Access the data by copying the following link to your file explorer address bar: ftp://ftp.ncdc.noaa.gov/pub/data/gsod/2000/.\n",
    "\n",
    "Get any `gz` file from the link then download (by dragging and dropping) it to a local folder.\n",
    "![ftp](FTP.png)"
   ]
  },
  {
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   "id": "e82ca362-db97-4479-9daa-552ae67c351f",
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   "source": [
    "The `gz` file will contain a single `*.op` file that has the daily data from the specified weather station. Unzip this.\n",
    "![op](op.png)"
   ]
  },
  {
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   "id": "388f2520-7abe-48df-b8da-eddfc092a777",
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   "source": [
    "For this example, we will use year 2000 data for Legaspi weather station with station number `984440`.\n",
    "Now, we will start the importing the data to python."
   ]
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   "source": [
    "## 2. Importing the data\n",
    "We extract data from the working directory using the `pandas` function `read_fwf` since the `*.op` is a fixed-width file."
   ]
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    "import pandas as pd\n",
    "\n",
    "path = 'C:/Users/Siegfred Codia/Documents/Acads/MS Stat/Thesis/Data/NOAA/daily extracted/2000/984440-99999-2000.op'\n",
    "\n",
    "col_specification = [(0,6), (7, 12), (14, 18), (18,20),(20, 22), #stn, wban, yearmoda\n",
    "                     (24,30), (31,33), # temperature\n",
    "                     (35,41), (42,44), #dewp\n",
    "                    (46,52), (53,55),  #slp\n",
    "                     (57,63), (64,66), #stp\n",
    "                    (68,73), (74,76), #visib\n",
    "                     (78,83), (84,86), (88,93), (95,100),#wdsp, mxspd, gust\n",
    "                     (102,108), (108,109), (110, 116), (116,117), #max,min temp\n",
    "                     (118, 123), (123,124), (125,130), (132,138) # prcp, sndp, frshtt\n",
    "                    ]\n",
    "data = pd.read_fwf(path, colspecs=col_specification)"
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       "     STN---   WBAN  YEAR  MO  DA  TEMP  Unnamed: 6  DEWP  Unnamed: 8     SLP  \\\n",
       "0    984440  99999  2000   1   1  79.8           7  76.3           7  1010.3   \n",
       "1    984440  99999  2000   1   2  78.6           8  75.3           7  1010.5   \n",
       "2    984440  99999  2000   1   3  78.4           5  75.1           5  1010.9   \n",
       "3    984440  99999  2000   1   4  79.2           8  74.7           8  1011.8   \n",
       "4    984440  99999  2000   1   5  81.4           6  76.6           6  1010.6   \n",
       "..      ...    ...   ...  ..  ..   ...         ...   ...         ...     ...   \n",
       "320  984440  99999  2000  12  26  78.7           5  76.4           5  1009.8   \n",
       "321  984440  99999  2000  12  27  80.1           7  76.3           7  1010.2   \n",
       "322  984440  99999  2000  12  28  76.8           5  74.2           5  1008.3   \n",
       "323  984440  99999  2000  12  30  79.7           5  76.2           5  1004.0   \n",
       "324  984440  99999  2000  12  31  79.5           6  72.6           6  1005.1   \n",
       "\n",
       "     ...  MXSPD   GUST   MAX  Unnamed: 20   MIN  Unnamed: 22  PRCP  \\\n",
       "0    ...    9.7  999.9  84.2          NaN  76.6          NaN  2.01   \n",
       "1    ...    5.8  999.9  84.6          NaN  75.2            *  0.39   \n",
       "2    ...    7.8  999.9  82.6          NaN  75.2          NaN  1.50   \n",
       "3    ...    9.7  999.9  85.6          NaN  75.6          NaN  0.16   \n",
       "4    ...    7.8  999.9  86.5          NaN  77.2            *  0.00   \n",
       "..   ...    ...    ...   ...          ...   ...          ...   ...   \n",
       "320  ...    5.8  999.9  86.4          NaN  76.3          NaN  0.83   \n",
       "321  ...    3.9  999.9  86.7          NaN  75.6          NaN  1.73   \n",
       "322  ...    1.9  999.9  84.2          NaN  73.4            *  0.31   \n",
       "323  ...    3.9  999.9  87.8          NaN  73.8          NaN  0.00   \n",
       "324  ...    5.8  999.9  84.9          NaN  75.2          NaN  0.11   \n",
       "\n",
       "     Unnamed: 24   SNDP  FRSHTT  \n",
       "0              G  999.9   10000  \n",
       "1              G  999.9   10000  \n",
       "2              G  999.9   10000  \n",
       "3              G  999.9   10000  \n",
       "4              G  999.9   10000  \n",
       "..           ...    ...     ...  \n",
       "320            G  999.9   10000  \n",
       "321            G  999.9   10000  \n",
       "322            G  999.9   10000  \n",
       "323            I  999.9       0  \n",
       "324            B  999.9   10000  \n",
       "\n",
       "[325 rows x 27 columns]"
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   "source": [
    "display(data)"
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   "source": [
    "# renaming the month, day, and Unnamed columns\n",
    "data = data.rename(columns={'STN---':'STATION','MO':'MONTH', 'DA':'DAY','Unnamed: 6': 'TEMPcount', \n",
    "                            'Unnamed: 8': 'DEWPcount','Unnamed: 10':'SLPcount', 'Unnamed: 12':'STPcount', \n",
    "                            'Unnamed: 14':'VISIBcount', 'Unnamed: 16':'WDSPcount',\n",
    "                            'Unnamed: 20':'MAXflag', 'Unnamed: 22': 'MINflag', 'Unnamed: 24':'PRCPflag'})"
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   "source": [
    "# getting only required columns\n",
    "data = data[['STATION','YEAR', 'MONTH', 'DAY', \n",
    "            'PRCP', 'PRCPflag',\n",
    "            'MIN', 'TEMP', 'MAX', \n",
    "            'DEWP', 'SLP', 'VISIB', 'WDSP']]"
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<td>6.4</td>\\    </tr>\\    <tr>\\      <th>1</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>2</td>\\      <td>0.39</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>78.6</td>\\      <td>84.6</td>\\      <td>75.3</td>\\      <td>1010.5</td>\\      <td>8.9</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>2</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>3</td>\\      <td>1.50</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>78.4</td>\\      <td>82.6</td>\\      <td>75.1</td>\\      <td>1010.9</td>\\      <td>10.1</td>\\      <td>6.6</td>\\    </tr>\\    <tr>\\      <th>3</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>4</td>\\      <td>0.16</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>79.2</td>\\      <td>85.6</td>\\      <td>74.7</td>\\      <td>1011.8</td>\\      <td>9.9</td>\\      <td>5.8</td>\\    </tr>\\    <tr>\\      <th>4</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>5</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>77.2</td>\\      <td>81.4</td>\\      <td>86.5</td>\\      <td>76.6</td>\\      <td>1010.6</td>\\      <td>10.0</td>\\      <td>4.5</td>\\    </tr>\\    <tr>\\      <th>5</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>7</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>71.8</td>\\      <td>79.5</td>\\      <td>87.4</td>\\      <td>75.5</td>\\      <td>1010.1</td>\\      <td>10.1</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>6</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>8</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>71.8</td>\\      <td>80.5</td>\\      <td>85.6</td>\\      <td>76.3</td>\\      <td>1011.0</td>\\      <td>9.9</td>\\      <td>4.2</td>\\    </tr>\\    <tr>\\      <th>7</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>9</td>\\      <td>0.02</td>\\      <td>D</td>\\      <td>73.0</td>\\      <td>81.9</td>\\      <td>88.5</td>\\      <td>76.7</td>\\      <td>1011.7</td>\\      <td>9.8</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>8</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>10</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>73.4</td>\\      <td>79.1</td>\\      <td>85.5</td>\\      <td>75.9</td>\\      <td>1011.4</td>\\      <td>10.4</td>\\      <td>5.8</td>\\    </tr>\\    <tr>\\      <th>9</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>11</td>\\      <td>0.00</td>\\      <td>D</td>\\      <td>75.6</td>\\      <td>80.6</td>\\      <td>87.1</td>\\      <td>74.7</td>\\      <td>1010.6</td>\\      <td>11.2</td>\\      <td>5.0</td>\\    </tr>\\    <tr>\\      <th>10</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>12</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>80.2</td>\\      <td>86.9</td>\\      <td>75.4</td>\\      <td>1009.4</td>\\      <td>10.1</td>\\      <td>5.0</td>\\    </tr>\\    <tr>\\      <th>11</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>13</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>76.6</td>\\      <td>78.3</td>\\      <td>75.7</td>\\      <td>1008.9</td>\\      <td>6.6</td>\\      <td>2.8</td>\\    </tr>\\    <tr>\\      <th>12</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>14</td>\\      <td>1.42</td>\\      <td>G</td>\\      <td>74.1</td>\\      <td>79.7</td>\\      <td>85.3</td>\\      <td>76.8</td>\\      <td>1010.0</td>\\      <td>9.8</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>13</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>15</td>\\      <td>1.46</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>80.1</td>\\      <td>87.1</td>\\      <td>76.4</td>\\      <td>1010.2</td>\\      <td>11.2</td>\\      <td>4.2</td>\\    </tr>\\    <tr>\\      <th>14</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>16</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>74.1</td>\\      <td>78.5</td>\\      <td>87.6</td>\\      <td>76.1</td>\\      <td>1011.5</td>\\      <td>10.1</td>\\      <td>3.1</td>\\    </tr>\\    <tr>\\      <th>15</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>17</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>72.5</td>\\      <td>79.3</td>\\      <td>89.2</td>\\      <td>75.4</td>\\      <td>1010.8</td>\\      <td>8.9</td>\\      <td>6.8</td>\\    </tr>\\    <tr>\\      <th>16</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>18</td>\\      <td>0.24</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>79.1</td>\\      <td>82.9</td>\\      <td>74.7</td>\\      <td>1011.7</td>\\      <td>9.4</td>\\      <td>5.5</td>\\    </tr>\\    <tr>\\      <th>17</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>19</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>71.4</td>\\      <td>79.1</td>\\      <td>85.6</td>\\      <td>73.6</td>\\      <td>1011.8</td>\\      <td>9.7</td>\\      <td>2.3</td>\\    </tr>\\    <tr>\\      <th>18</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>20</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>70.5</td>\\      <td>80.1</td>\\      <td>86.4</td>\\      <td>75.7</td>\\      <td>1012.9</td>\\      <td>9.8</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>19</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>21</td>\\      <td>1.30</td>\\      <td>G</td>\\      <td>73.6</td>\\      <td>76.8</td>\\      <td>82.4</td>\\      <td>75.1</td>\\      <td>1014.3</td>\\      <td>7.5</td>\\      <td>5.8</td>\\    </tr>\\    <tr>\\      <th>20</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>22</td>\\      <td>1.30</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>79.0</td>\\      <td>81.3</td>\\      <td>74.2</td>\\      <td>1014.0</td>\\      <td>9.3</td>\\      <td>7.5</td>\\    </tr>\\    <tr>\\      <th>21</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>23</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>79.5</td>\\      <td>84.6</td>\\      <td>72.0</td>\\      <td>1013.4</td>\\      <td>9.8</td>\\      <td>5.1</td>\\    </tr>\\    <tr>\\      <th>22</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>24</td>\\      <td>0.20</td>\\      <td>G</td>\\      <td>73.6</td>\\      <td>77.7</td>\\      <td>85.8</td>\\      <td>73.3</td>\\      <td>1012.9</td>\\      <td>9.4</td>\\      <td>3.2</td>\\    </tr>\\    <tr>\\      <th>23</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>25</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>73.4</td>\\      <td>80.1</td>\\      <td>84.7</td>\\      <td>72.2</td>\\      <td>1012.6</td>\\      <td>10.9</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>24</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>26</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>80.0</td>\\      <td>83.7</td>\\      <td>71.3</td>\\      <td>1013.1</td>\\      <td>11.2</td>\\      <td>6.2</td>\\    </tr>\\    <tr>\\      <th>25</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>27</td>\\      <td>99.99</td>\\      <td>NaN</td>\\      <td>75.9</td>\\      <td>79.1</td>\\      <td>83.5</td>\\      <td>70.7</td>\\      <td>1013.6</td>\\      <td>10.3</td>\\      <td>7.3</td>\\    </tr>\\    <tr>\\      <th>26</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>28</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>78.0</td>\\      <td>82.4</td>\\      <td>67.4</td>\\      <td>1015.7</td>\\      <td>9.7</td>\\      <td>7.5</td>\\    </tr>\\    <tr>\\      <th>27</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>29</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>73.4</td>\\      <td>78.4</td>\\      <td>84.2</td>\\      <td>66.0</td>\\      <td>1015.9</td>\\      <td>10.6</td>\\      <td>8.7</td>\\    </tr>\\    <tr>\\      <th>28</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>30</td>\\      <td>0.00</td>\\      <td>A</td>\\      <td>74.8</td>\\      <td>78.1</td>\\      <td>83.7</td>\\      <td>70.1</td>\\      <td>1014.9</td>\\      <td>9.8</td>\\      <td>5.8</td>\\    </tr>\\    <tr>\\      <th>29</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>31</td>\\      <td>0.80</td>\\      <td>C</td>\\      <td>72.0</td>\\      <td>74.4</td>\\      <td>81.5</td>\\      <td>71.9</td>\\      <td>1013.6</td>\\      <td>6.3</td>\\      <td>5.4</td>\\    </tr>\\    <tr>\\      <th>30</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>1</td>\\      <td>3.78</td>\\      <td>G</td>\\      <td>72.0</td>\\      <td>75.0</td>\\      <td>76.6</td>\\      <td>74.0</td>\\      <td>1012.8</td>\\      <td>5.0</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>31</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>2</td>\\      <td>3.03</td>\\      <td>G</td>\\      <td>73.9</td>\\      <td>77.0</td>\\      <td>78.1</td>\\      <td>73.8</td>\\      <td>1013.1</td>\\      <td>4.6</td>\\      <td>5.8</td>\\    </tr>\\    <tr>\\      <th>32</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>3</td>\\      <td>2.09</td>\\      <td>G</td>\\      <td>74.3</td>\\      <td>75.0</td>\\      <td>77.0</td>\\      <td>74.5</td>\\      <td>1011.1</td>\\      <td>4.5</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>33</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>4</td>\\      <td>3.54</td>\\      <td>G</td>\\      <td>74.3</td>\\      <td>76.3</td>\\      <td>81.0</td>\\      <td>74.9</td>\\      <td>1010.2</td>\\      <td>5.3</td>\\      <td>2.8</td>\\    </tr>\\    <tr>\\      <th>34</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>5</td>\\      <td>5.79</td>\\      <td>G</td>\\      <td>73.9</td>\\      <td>78.0</td>\\      <td>80.6</td>\\      <td>75.5</td>\\      <td>1009.6</td>\\      <td>6.2</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>35</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>6</td>\\      <td>1.57</td>\\      <td>G</td>\\      <td>75.0</td>\\      <td>78.0</td>\\      <td>83.7</td>\\      <td>75.7</td>\\      <td>1009.1</td>\\      <td>9.1</td>\\      <td>0.6</td>\\    </tr>\\    <tr>\\      <th>36</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>7</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>75.0</td>\\      <td>80.0</td>\\      <td>87.1</td>\\      <td>77.1</td>\\      <td>1007.4</td>\\      <td>9.3</td>\\      <td>0.5</td>\\    </tr>\\    <tr>\\      <th>37</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>8</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>73.9</td>\\      <td>77.4</td>\\      <td>82.0</td>\\      <td>74.3</td>\\      <td>1009.3</td>\\      <td>9.2</td>\\      <td>4.9</td>\\    </tr>\\    <tr>\\      <th>38</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>9</td>\\      <td>0.24</td>\\      <td>G</td>\\      <td>72.5</td>\\      <td>74.5</td>\\      <td>76.5</td>\\      <td>71.4</td>\\      <td>1011.4</td>\\      <td>6.5</td>\\      <td>6.1</td>\\    </tr>\\    <tr>\\      <th>39</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>10</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>72.3</td>\\      <td>75.1</td>\\      <td>78.8</td>\\      <td>73.6</td>\\      <td>1012.1</td>\\      <td>4.9</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>40</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>11</td>\\      <td>2.83</td>\\      <td>G</td>\\      <td>72.7</td>\\      <td>78.0</td>\\      <td>82.4</td>\\      <td>75.6</td>\\      <td>1011.2</td>\\      <td>9.1</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>41</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>12</td>\\      <td>0.55</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>79.7</td>\\      <td>84.2</td>\\      <td>77.4</td>\\      <td>1010.6</td>\\      <td>9.4</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>42</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>13</td>\\      <td>0.16</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>80.7</td>\\      <td>87.6</td>\\      <td>77.8</td>\\      <td>1009.5</td>\\      <td>11.2</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>43</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>14</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>82.6</td>\\      <td>88.2</td>\\      <td>77.6</td>\\      <td>1009.4</td>\\      <td>10.9</td>\\      <td>2.6</td>\\    </tr>\\    <tr>\\      <th>44</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>15</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.1</td>\\      <td>80.8</td>\\      <td>85.1</td>\\      <td>76.7</td>\\      <td>1010.5</td>\\      <td>7.7</td>\\      <td>3.6</td>\\    </tr>\\    <tr>\\      <th>45</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>16</td>\\      <td>1.22</td>\\      <td>G</td>\\      <td>66.2</td>\\      <td>75.1</td>\\      <td>77.5</td>\\      <td>74.3</td>\\      <td>1011.4</td>\\      <td>4.6</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>46</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>17</td>\\      <td>0.63</td>\\      <td>G</td>\\      <td>73.9</td>\\      <td>78.0</td>\\      <td>80.2</td>\\      <td>73.6</td>\\      <td>1012.3</td>\\      <td>7.4</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>47</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>18</td>\\      <td>0.20</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>78.1</td>\\      <td>80.2</td>\\      <td>74.4</td>\\      <td>1011.9</td>\\      <td>7.9</td>\\      <td>3.3</td>\\    </tr>\\    <tr>\\      <th>48</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>19</td>\\      <td>0.24</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>78.8</td>\\      <td>84.7</td>\\      <td>75.4</td>\\      <td>1010.7</td>\\      <td>8.2</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>49</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>20</td>\\      <td>0.24</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>80.1</td>\\      <td>85.3</td>\\      <td>76.9</td>\\      <td>1010.2</td>\\      <td>8.8</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>50</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>21</td>\\      <td>1.57</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>79.5</td>\\      <td>84.4</td>\\      <td>76.5</td>\\      <td>1011.7</td>\\      <td>9.3</td>\\      <td>2.8</td>\\    </tr>\\    <tr>\\      <th>51</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>22</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>80.6</td>\\      <td>87.3</td>\\      <td>75.0</td>\\      <td>1011.4</td>\\      <td>11.2</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>52</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>23</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>80.4</td>\\      <td>87.8</td>\\      <td>75.7</td>\\      <td>1011.9</td>\\      <td>11.2</td>\\      <td>3.4</td>\\    </tr>\\    <tr>\\      <th>53</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>24</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>76.3</td>\\      <td>82.0</td>\\      <td>88.2</td>\\      <td>76.1</td>\\      <td>1011.2</td>\\      <td>10.7</td>\\      <td>4.1</td>\\    </tr>\\    <tr>\\      <th>54</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>25</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>81.7</td>\\      <td>85.6</td>\\      <td>75.4</td>\\      <td>1010.7</td>\\      <td>10.7</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>55</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>26</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>82.6</td>\\      <td>87.8</td>\\      <td>75.3</td>\\      <td>1010.7</td>\\      <td>10.4</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>56</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>27</td>\\      <td>0.08</td>\\      <td>B</td>\\      <td>75.9</td>\\      <td>81.1</td>\\      <td>86.0</td>\\      <td>75.4</td>\\      <td>1012.4</td>\\      <td>9.3</td>\\      <td>4.2</td>\\    </tr>\\    <tr>\\      <th>57</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>28</td>\\      <td>0.71</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>77.5</td>\\      <td>80.6</td>\\      <td>75.4</td>\\      <td>1013.4</td>\\      <td>7.1</td>\\      <td>3.6</td>\\    </tr>\\    <tr>\\      <th>58</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>29</td>\\      <td>1.02</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>80.5</td>\\      <td>85.3</td>\\      <td>75.4</td>\\      <td>1012.7</td>\\      <td>7.4</td>\\      <td>3.2</td>\\    </tr>\\    <tr>\\      <th>59</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>1</td>\\      <td>0.90</td>\\      <td>G</td>\\      <td>76.1</td>\\      <td>78.6</td>\\      <td>81.5</td>\\      <td>75.1</td>\\      <td>1012.4</td>\\      <td>7.3</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>60</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>2</td>\\      <td>0.39</td>\\      <td>G</td>\\      <td>76.1</td>\\      <td>79.3</td>\\      <td>84.7</td>\\      <td>75.7</td>\\      <td>1011.3</td>\\      <td>9.0</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>61</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>3</td>\\      <td>0.43</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>77.6</td>\\      <td>79.9</td>\\      <td>75.8</td>\\      <td>1010.3</td>\\      <td>6.7</td>\\      <td>4.1</td>\\    </tr>\\    <tr>\\      <th>62</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>4</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.8</td>\\      <td>79.3</td>\\      <td>83.1</td>\\      <td>77.6</td>\\      <td>1009.5</td>\\      <td>6.6</td>\\      <td>4.2</td>\\    </tr>\\    <tr>\\      <th>63</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>5</td>\\      <td>0.79</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>79.8</td>\\      <td>85.3</td>\\      <td>77.3</td>\\      <td>1008.5</td>\\      <td>9.1</td>\\      <td>0.8</td>\\    </tr>\\    <tr>\\      <th>64</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>6</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>80.1</td>\\      <td>85.5</td>\\      <td>77.4</td>\\      <td>1009.2</td>\\      <td>8.0</td>\\      <td>0.3</td>\\    </tr>\\    <tr>\\      <th>65</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>7</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>81.5</td>\\      <td>88.5</td>\\      <td>77.1</td>\\      <td>1009.5</td>\\      <td>9.9</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>66</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>8</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>74.1</td>\\      <td>78.6</td>\\      <td>86.0</td>\\      <td>77.0</td>\\      <td>1010.2</td>\\      <td>9.4</td>\\      <td>0.3</td>\\    </tr>\\    <tr>\\      <th>67</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>9</td>\\      <td>1.06</td>\\      <td>G</td>\\      <td>76.8</td>\\      <td>83.5</td>\\      <td>88.2</td>\\      <td>78.3</td>\\      <td>1010.6</td>\\      <td>999.9</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>68</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>10</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.5</td>\\      <td>82.2</td>\\      <td>88.2</td>\\      <td>77.5</td>\\      <td>1011.8</td>\\      <td>10.4</td>\\      <td>4.2</td>\\    </tr>\\    <tr>\\      <th>69</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>11</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>78.1</td>\\      <td>80.9</td>\\      <td>85.6</td>\\      <td>77.0</td>\\      <td>1011.0</td>\\      <td>10.4</td>\\      <td>1.6</td>\\    </tr>\\    <tr>\\      <th>70</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>12</td>\\      <td>0.87</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>80.3</td>\\      <td>85.8</td>\\      <td>76.9</td>\\      <td>1010.6</td>\\      <td>12.0</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>71</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>13</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>81.5</td>\\      <td>88.2</td>\\      <td>77.2</td>\\      <td>1010.7</td>\\      <td>9.9</td>\\      <td>2.8</td>\\    </tr>\\    <tr>\\      <th>72</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>14</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>77.9</td>\\      <td>83.2</td>\\      <td>87.8</td>\\      <td>77.3</td>\\      <td>1010.1</td>\\      <td>10.4</td>\\      <td>3.3</td>\\    </tr>\\    <tr>\\      <th>73</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>15</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>77.5</td>\\      <td>81.6</td>\\      <td>87.6</td>\\      <td>76.9</td>\\      <td>1008.6</td>\\      <td>9.3</td>\\      <td>3.4</td>\\    </tr>\\    <tr>\\      <th>74</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>16</td>\\      <td>0.16</td>\\      <td>G</td>\\      <td>77.5</td>\\      <td>81.6</td>\\      <td>84.2</td>\\      <td>77.1</td>\\      <td>1007.4</td>\\      <td>8.4</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>75</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>17</td>\\      <td>0.16</td>\\      <td>G</td>\\      <td>74.3</td>\\      <td>76.3</td>\\      <td>77.4</td>\\      <td>74.5</td>\\      <td>1006.7</td>\\      <td>4.5</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>76</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>18</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>74.3</td>\\      <td>77.1</td>\\      <td>80.1</td>\\      <td>75.8</td>\\      <td>1005.9</td>\\      <td>5.8</td>\\      <td>0.8</td>\\    </tr>\\    <tr>\\      <th>77</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>19</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>80.8</td>\\      <td>86.7</td>\\      <td>77.4</td>\\      <td>1006.8</td>\\      <td>9.6</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>78</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>20</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>79.8</td>\\      <td>83.3</td>\\      <td>77.0</td>\\      <td>1007.8</td>\\      <td>9.7</td>\\      <td>4.3</td>\\    </tr>\\    <tr>\\      <th>79</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>21</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>78.4</td>\\      <td>83.8</td>\\      <td>76.5</td>\\      <td>1009.0</td>\\      <td>7.8</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>80</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>22</td>\\      <td>1.10</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>80.2</td>\\      <td>85.5</td>\\      <td>77.8</td>\\      <td>1010.0</td>\\      <td>8.9</td>\\      <td>0.5</td>\\    </tr>\\    <tr>\\      <th>81</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>23</td>\\      <td>0.83</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>82.9</td>\\      <td>89.2</td>\\      <td>77.8</td>\\      <td>1010.2</td>\\      <td>10.8</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>82</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>24</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>75.7</td>\\      <td>81.8</td>\\      <td>89.6</td>\\      <td>78.2</td>\\      <td>1011.1</td>\\      <td>10.3</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>83</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>25</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>79.1</td>\\      <td>85.3</td>\\      <td>75.9</td>\\      <td>1012.0</td>\\      <td>8.2</td>\\      <td>4.9</td>\\    </tr>\\    <tr>\\      <th>84</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>26</td>\\      <td>1.30</td>\\      <td>G</td>\\      <td>73.8</td>\\      <td>77.2</td>\\      <td>81.9</td>\\      <td>75.7</td>\\      <td>1012.2</td>\\      <td>6.2</td>\\      <td>4.3</td>\\    </tr>\\    <tr>\\      <th>85</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>27</td>\\      <td>3.15</td>\\      <td>G</td>\\      <td>73.4</td>\\      <td>78.4</td>\\      <td>83.7</td>\\      <td>75.1</td>\\      <td>1011.8</td>\\      <td>8.3</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>86</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>28</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>82.6</td>\\      <td>88.3</td>\\      <td>77.1</td>\\      <td>1011.3</td>\\      <td>10.0</td>\\      <td>3.6</td>\\    </tr>\\    <tr>\\      <th>87</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>30</td>\\      <td>0.79</td>\\      <td>G</td>\\      <td>77.5</td>\\      <td>80.2</td>\\      <td>86.4</td>\\      <td>77.6</td>\\      <td>1011.1</td>\\      <td>9.0</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>88</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>31</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>81.6</td>\\      <td>87.8</td>\\      <td>77.5</td>\\      <td>1009.4</td>\\      <td>10.8</td>\\      <td>2.6</td>\\    </tr>\\    <tr>\\      <th>89</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>1</td>\\      <td>0.51</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>82.1</td>\\      <td>88.2</td>\\      <td>77.9</td>\\      <td>1008.8</td>\\      <td>10.4</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>90</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>2</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>80.8</td>\\      <td>85.8</td>\\      <td>77.3</td>\\      <td>1008.6</td>\\      <td>9.9</td>\\      <td>2.8</td>\\    </tr>\\    <tr>\\      <th>91</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>3</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>78.0</td>\\      <td>79.5</td>\\      <td>76.7</td>\\      <td>1009.5</td>\\      <td>8.3</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>92</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>4</td>\\      <td>0.55</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>80.8</td>\\      <td>87.6</td>\\      <td>77.2</td>\\      <td>1008.3</td>\\      <td>9.7</td>\\      <td>1.6</td>\\    </tr>\\    <tr>\\      <th>93</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>5</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>79.4</td>\\      <td>85.1</td>\\      <td>77.1</td>\\      <td>1008.7</td>\\      <td>7.1</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>94</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>6</td>\\      <td>3.66</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>79.5</td>\\      <td>82.6</td>\\      <td>77.1</td>\\      <td>1010.0</td>\\      <td>7.3</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>95</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>7</td>\\      <td>2.95</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>79.3</td>\\      <td>83.8</td>\\      <td>77.2</td>\\      <td>1011.2</td>\\      <td>7.4</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>96</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>8</td>\\      <td>0.43</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>79.7</td>\\      <td>83.8</td>\\      <td>77.3</td>\\      <td>1010.7</td>\\      <td>8.4</td>\\      <td>2.7</td>\\    </tr>\\    <tr>\\      <th>97</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>9</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>82.6</td>\\      <td>89.1</td>\\      <td>78.6</td>\\      <td>1010.6</td>\\      <td>10.3</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>98</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>10</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>78.1</td>\\      <td>83.8</td>\\      <td>88.5</td>\\      <td>78.5</td>\\      <td>1011.2</td>\\      <td>10.4</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>99</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>11</td>\\      <td>0.43</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>81.2</td>\\      <td>93.2</td>\\      <td>77.2</td>\\      <td>1010.0</td>\\      <td>10.4</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>100</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>12</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>81.5</td>\\      <td>87.8</td>\\      <td>77.2</td>\\      <td>1009.5</td>\\      <td>10.0</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>101</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>13</td>\\      <td>0.24</td>\\      <td>G</td>\\      <td>78.4</td>\\      <td>83.5</td>\\      <td>89.2</td>\\      <td>78.6</td>\\      <td>1009.0</td>\\      <td>10.7</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>102</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>15</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>78.4</td>\\      <td>81.1</td>\\      <td>88.5</td>\\      <td>77.8</td>\\      <td>1009.5</td>\\      <td>9.1</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>103</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>16</td>\\      <td>0.12</td>\\      <td>A</td>\\      <td>78.4</td>\\      <td>83.6</td>\\      <td>89.2</td>\\      <td>78.2</td>\\      <td>1009.6</td>\\      <td>10.4</td>\\      <td>2.7</td>\\    </tr>\\    <tr>\\      <th>104</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>17</td>\\      <td>0.00</td>\\      <td>A</td>\\      <td>77.2</td>\\      <td>83.3</td>\\      <td>89.6</td>\\      <td>77.4</td>\\      <td>1010.8</td>\\      <td>10.6</td>\\      <td>2.3</td>\\    </tr>\\    <tr>\\      <th>105</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>18</td>\\      <td>0.16</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>83.6</td>\\      <td>90.0</td>\\      <td>77.8</td>\\      <td>1010.4</td>\\      <td>11.0</td>\\      <td>2.7</td>\\    </tr>\\    <tr>\\      <th>106</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>19</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.8</td>\\      <td>80.9</td>\\      <td>88.2</td>\\      <td>77.6</td>\\      <td>1009.5</td>\\      <td>9.1</td>\\      <td>0.8</td>\\    </tr>\\    <tr>\\      <th>107</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>20</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>83.0</td>\\      <td>92.7</td>\\      <td>78.7</td>\\      <td>1009.2</td>\\      <td>10.0</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>108</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>21</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>80.2</td>\\      <td>83.4</td>\\      <td>91.0</td>\\      <td>78.9</td>\\      <td>1009.9</td>\\      <td>10.8</td>\\      <td>1.6</td>\\    </tr>\\    <tr>\\      <th>109</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>22</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>80.2</td>\\      <td>85.3</td>\\      <td>91.4</td>\\      <td>79.3</td>\\      <td>1009.5</td>\\      <td>10.6</td>\\      <td>2.6</td>\\    </tr>\\    <tr>\\      <th>110</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>24</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>77.0</td>\\      <td>85.4</td>\\      <td>90.9</td>\\      <td>78.9</td>\\      <td>1009.3</td>\\      <td>10.4</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>111</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>25</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>79.9</td>\\      <td>86.4</td>\\      <td>90.3</td>\\      <td>79.6</td>\\      <td>1008.8</td>\\      <td>10.6</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>112</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>26</td>\\      <td>0.39</td>\\      <td>G</td>\\      <td>79.5</td>\\      <td>86.4</td>\\      <td>92.7</td>\\      <td>80.1</td>\\      <td>1009.5</td>\\      <td>10.5</td>\\      <td>2.4</td>\\    </tr>\\    <tr>\\      <th>113</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>28</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>80.2</td>\\      <td>85.6</td>\\      <td>91.0</td>\\      <td>78.8</td>\\      <td>1010.6</td>\\      <td>10.5</td>\\      <td>2.7</td>\\    </tr>\\    <tr>\\      <th>114</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>12</td>\\      <td>1.02</td>\\      <td>B</td>\\      <td>59.7</td>\\      <td>78.6</td>\\      <td>91.0</td>\\      <td>78.3</td>\\      <td>1006.6</td>\\      <td>9.9</td>\\      <td>0.8</td>\\    </tr>\\    <tr>\\      <th>115</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>13</td>\\      <td>2.00</td>\\      <td>C</td>\\      <td>75.9</td>\\      <td>78.9</td>\\      <td>84.2</td>\\      <td>78.6</td>\\      <td>1007.5</td>\\      <td>9.3</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>116</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>14</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>75.9</td>\\      <td>83.7</td>\\      <td>90.7</td>\\      <td>79.0</td>\\      <td>1008.7</td>\\      <td>10.6</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>117</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>15</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>71.6</td>\\      <td>79.5</td>\\      <td>91.2</td>\\      <td>77.8</td>\\      <td>1008.0</td>\\      <td>10.4</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>118</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>16</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>70.2</td>\\      <td>82.0</td>\\      <td>91.2</td>\\      <td>77.9</td>\\      <td>1006.9</td>\\      <td>10.3</td>\\      <td>2.7</td>\\    </tr>\\    <tr>\\      <th>119</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>17</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>78.8</td>\\      <td>84.1</td>\\      <td>90.9</td>\\      <td>78.3</td>\\      <td>1006.4</td>\\      <td>10.1</td>\\      <td>3.1</td>\\    </tr>\\    <tr>\\      <th>120</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>18</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>78.8</td>\\      <td>85.5</td>\\      <td>90.7</td>\\      <td>78.6</td>\\      <td>1006.4</td>\\      <td>10.6</td>\\      <td>5.5</td>\\    </tr>\\    <tr>\\      <th>121</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>19</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>78.4</td>\\      <td>83.4</td>\\      <td>89.8</td>\\      <td>78.6</td>\\      <td>1007.6</td>\\      <td>9.6</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>122</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>20</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>78.4</td>\\      <td>84.0</td>\\      <td>92.5</td>\\      <td>78.3</td>\\      <td>1008.3</td>\\      <td>10.7</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>123</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>21</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>84.6</td>\\      <td>91.4</td>\\      <td>78.7</td>\\      <td>1009.8</td>\\      <td>9.8</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>124</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>22</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>79.0</td>\\      <td>85.9</td>\\      <td>93.0</td>\\      <td>79.1</td>\\      <td>1010.0</td>\\      <td>11.0</td>\\      <td>2.4</td>\\    </tr>\\    <tr>\\      <th>125</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>23</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>86.3</td>\\      <td>93.7</td>\\      <td>79.7</td>\\      <td>1009.3</td>\\      <td>10.5</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>126</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>24</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>84.7</td>\\      <td>91.0</td>\\      <td>79.5</td>\\      <td>1008.9</td>\\      <td>10.5</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>127</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>25</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>85.8</td>\\      <td>92.3</td>\\      <td>79.3</td>\\      <td>1008.6</td>\\      <td>10.9</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>128</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>26</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>72.0</td>\\      <td>83.2</td>\\      <td>91.8</td>\\      <td>79.3</td>\\      <td>1008.2</td>\\      <td>10.7</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>129</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>27</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>79.5</td>\\      <td>85.6</td>\\      <td>92.8</td>\\      <td>80.0</td>\\      <td>1007.7</td>\\      <td>10.4</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>130</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>28</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>84.4</td>\\      <td>90.3</td>\\      <td>79.5</td>\\      <td>1008.2</td>\\      <td>10.3</td>\\      <td>3.6</td>\\    </tr>\\    <tr>\\      <th>131</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>29</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>78.6</td>\\      <td>83.1</td>\\      <td>89.2</td>\\      <td>79.2</td>\\      <td>1008.9</td>\\      <td>10.1</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>132</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>30</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>79.3</td>\\      <td>83.7</td>\\      <td>88.3</td>\\      <td>77.9</td>\\      <td>1009.4</td>\\      <td>9.6</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>133</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>31</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>80.6</td>\\      <td>85.7</td>\\      <td>91.0</td>\\      <td>78.8</td>\\      <td>1008.7</td>\\      <td>10.7</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>134</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>1</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>84.0</td>\\      <td>91.8</td>\\      <td>78.5</td>\\      <td>1008.6</td>\\      <td>10.9</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>135</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>2</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>81.2</td>\\      <td>84.6</td>\\      <td>78.5</td>\\      <td>1008.7</td>\\      <td>8.7</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>136</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>3</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>83.2</td>\\      <td>88.5</td>\\      <td>79.3</td>\\      <td>1008.2</td>\\      <td>10.3</td>\\      <td>2.4</td>\\    </tr>\\    <tr>\\      <th>137</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>4</td>\\      <td>0.28</td>\\      <td>G</td>\\      <td>78.1</td>\\      <td>84.4</td>\\      <td>90.3</td>\\      <td>79.8</td>\\      <td>1008.6</td>\\      <td>9.9</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>138</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>5</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>79.2</td>\\      <td>85.3</td>\\      <td>92.1</td>\\      <td>80.0</td>\\      <td>1009.2</td>\\      <td>10.3</td>\\      <td>1.3</td>\\    </tr>\\    <tr>\\      <th>139</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>6</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>79.2</td>\\      <td>84.7</td>\\      <td>92.7</td>\\      <td>79.3</td>\\      <td>1009.7</td>\\      <td>11.0</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>140</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>7</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>78.1</td>\\      <td>84.2</td>\\      <td>92.8</td>\\      <td>79.0</td>\\      <td>1010.2</td>\\      <td>10.1</td>\\      <td>1.1</td>\\    </tr>\\    <tr>\\      <th>141</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>8</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>77.7</td>\\      <td>85.9</td>\\      <td>91.9</td>\\      <td>79.0</td>\\      <td>1010.6</td>\\      <td>10.7</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>142</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>9</td>\\      <td>0.08</td>\\      <td>B</td>\\      <td>78.8</td>\\      <td>81.0</td>\\      <td>83.8</td>\\      <td>78.1</td>\\      <td>1010.8</td>\\      <td>9.3</td>\\      <td>0.3</td>\\    </tr>\\    <tr>\\      <th>143</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>10</td>\\      <td>1.42</td>\\      <td>A</td>\\      <td>72.7</td>\\      <td>79.9</td>\\      <td>88.9</td>\\      <td>78.0</td>\\      <td>1010.5</td>\\      <td>10.4</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>144</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>11</td>\\      <td>0.08</td>\\      <td>A</td>\\      <td>76.3</td>\\      <td>83.0</td>\\      <td>89.6</td>\\      <td>78.7</td>\\      <td>1009.8</td>\\      <td>10.9</td>\\      <td>2.8</td>\\    </tr>\\    <tr>\\      <th>145</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>12</td>\\      <td>0.08</td>\\      <td>A</td>\\      <td>76.3</td>\\      <td>84.1</td>\\      <td>91.0</td>\\      <td>78.9</td>\\      <td>1008.8</td>\\      <td>11.0</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>146</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>13</td>\\      <td>0.12</td>\\      <td>A</td>\\      <td>77.0</td>\\      <td>84.6</td>\\      <td>92.1</td>\\      <td>79.0</td>\\      <td>1008.2</td>\\      <td>10.4</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>147</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>14</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>78.3</td>\\      <td>83.6</td>\\      <td>90.5</td>\\      <td>79.5</td>\\      <td>1008.2</td>\\      <td>10.0</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>148</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>15</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>78.3</td>\\      <td>86.4</td>\\      <td>90.9</td>\\      <td>79.4</td>\\      <td>1008.1</td>\\      <td>9.2</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>149</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>16</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>78.8</td>\\      <td>83.6</td>\\      <td>90.7</td>\\      <td>78.5</td>\\      <td>1009.1</td>\\      <td>11.2</td>\\      <td>1.1</td>\\    </tr>\\    <tr>\\      <th>150</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>17</td>\\      <td>1.18</td>\\      <td>A</td>\\      <td>73.2</td>\\      <td>79.1</td>\\      <td>92.5</td>\\      <td>76.3</td>\\      <td>1009.9</td>\\      <td>10.5</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>151</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>18</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>75.2</td>\\      <td>78.8</td>\\      <td>82.4</td>\\      <td>76.2</td>\\      <td>1010.0</td>\\      <td>10.9</td>\\      <td>0.6</td>\\    </tr>\\    <tr>\\      <th>152</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>19</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>75.0</td>\\      <td>83.5</td>\\      <td>89.2</td>\\      <td>78.2</td>\\      <td>1010.0</td>\\      <td>10.7</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>153</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>20</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>82.2</td>\\      <td>90.3</td>\\      <td>77.1</td>\\      <td>1010.7</td>\\      <td>10.8</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>154</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>21</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>82.4</td>\\      <td>90.5</td>\\      <td>78.1</td>\\      <td>1011.3</td>\\      <td>10.0</td>\\      <td>0.7</td>\\    </tr>\\    <tr>\\      <th>155</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>22</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>76.6</td>\\      <td>84.3</td>\\      <td>88.7</td>\\      <td>78.8</td>\\      <td>1010.6</td>\\      <td>10.8</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>156</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>23</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>82.1</td>\\      <td>88.9</td>\\      <td>78.7</td>\\      <td>1009.6</td>\\      <td>9.7</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>157</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>24</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>82.7</td>\\      <td>88.2</td>\\      <td>78.1</td>\\      <td>1009.0</td>\\      <td>10.0</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>158</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>25</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>82.8</td>\\      <td>89.2</td>\\      <td>77.9</td>\\      <td>1009.5</td>\\      <td>10.9</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>159</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>26</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>75.7</td>\\      <td>78.8</td>\\      <td>86.0</td>\\      <td>76.5</td>\\      <td>1009.1</td>\\      <td>9.3</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>160</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>27</td>\\      <td>0.71</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>84.0</td>\\      <td>88.9</td>\\      <td>78.7</td>\\      <td>1007.2</td>\\      <td>10.9</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>161</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>28</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>83.7</td>\\      <td>89.6</td>\\      <td>77.7</td>\\      <td>1006.7</td>\\      <td>10.4</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>162</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>29</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>82.8</td>\\      <td>87.3</td>\\      <td>78.4</td>\\      <td>1005.9</td>\\      <td>9.7</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>163</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>30</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>79.7</td>\\      <td>87.4</td>\\      <td>77.3</td>\\      <td>1006.5</td>\\      <td>9.2</td>\\      <td>0.7</td>\\    </tr>\\    <tr>\\      <th>164</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>1</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>79.2</td>\\      <td>87.1</td>\\      <td>77.3</td>\\      <td>1005.9</td>\\      <td>9.8</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>165</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>2</td>\\      <td>1.06</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>80.9</td>\\      <td>86.7</td>\\      <td>78.1</td>\\      <td>1005.5</td>\\      <td>9.9</td>\\      <td>1.6</td>\\    </tr>\\    <tr>\\      <th>166</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>3</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>71.6</td>\\      <td>81.4</td>\\      <td>86.4</td>\\      <td>77.8</td>\\      <td>1003.3</td>\\      <td>9.0</td>\\      <td>2.3</td>\\    </tr>\\    <tr>\\      <th>167</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>4</td>\\      <td>0.75</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>78.2</td>\\      <td>95.5</td>\\      <td>76.4</td>\\      <td>1003.4</td>\\      <td>8.3</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>168</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>6</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>78.8</td>\\      <td>83.7</td>\\      <td>90.1</td>\\      <td>76.9</td>\\      <td>1005.5</td>\\      <td>9.4</td>\\      <td>6.1</td>\\    </tr>\\    <tr>\\      <th>169</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>8</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>78.8</td>\\      <td>84.7</td>\\      <td>89.6</td>\\      <td>76.6</td>\\      <td>1004.2</td>\\      <td>10.4</td>\\      <td>5.2</td>\\    </tr>\\    <tr>\\      <th>170</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>9</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>78.8</td>\\      <td>83.0</td>\\      <td>90.9</td>\\      <td>77.5</td>\\      <td>1006.2</td>\\      <td>10.7</td>\\      <td>4.2</td>\\    </tr>\\    <tr>\\      <th>171</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>10</td>\\      <td>0.13</td>\\      <td>C</td>\\      <td>77.5</td>\\      <td>82.9</td>\\      <td>88.7</td>\\      <td>78.7</td>\\      <td>1008.5</td>\\      <td>9.9</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>172</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>11</td>\\      <td>0.08</td>\\      <td>B</td>\\      <td>77.0</td>\\      <td>78.9</td>\\      <td>81.7</td>\\      <td>76.1</td>\\      <td>1009.2</td>\\      <td>9.8</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>173</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>12</td>\\      <td>0.28</td>\\      <td>A</td>\\      <td>75.7</td>\\      <td>77.0</td>\\      <td>79.2</td>\\      <td>75.5</td>\\      <td>1006.6</td>\\      <td>5.0</td>\\      <td>2.3</td>\\    </tr>\\    <tr>\\      <th>174</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>13</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>77.7</td>\\      <td>82.0</td>\\      <td>75.5</td>\\      <td>1003.6</td>\\      <td>6.3</td>\\      <td>3.6</td>\\    </tr>\\    <tr>\\      <th>175</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>14</td>\\      <td>1.81</td>\\      <td>G</td>\\      <td>75.7</td>\\      <td>79.3</td>\\      <td>83.3</td>\\      <td>76.3</td>\\      <td>1005.0</td>\\      <td>7.0</td>\\      <td>2.7</td>\\    </tr>\\    <tr>\\      <th>176</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>15</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>79.0</td>\\      <td>84.4</td>\\      <td>76.1</td>\\      <td>1007.2</td>\\      <td>9.3</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>177</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>16</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>82.7</td>\\      <td>88.9</td>\\      <td>79.0</td>\\      <td>1010.3</td>\\      <td>10.9</td>\\      <td>0.8</td>\\    </tr>\\    <tr>\\      <th>178</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>17</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>82.6</td>\\      <td>90.5</td>\\      <td>77.5</td>\\      <td>1009.7</td>\\      <td>10.4</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>179</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>18</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>84.3</td>\\      <td>87.4</td>\\      <td>77.3</td>\\      <td>1008.2</td>\\      <td>10.4</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>180</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>19</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>75.0</td>\\      <td>79.1</td>\\      <td>85.5</td>\\      <td>75.3</td>\\      <td>1007.1</td>\\      <td>9.9</td>\\      <td>1.1</td>\\    </tr>\\    <tr>\\      <th>181</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>20</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>74.7</td>\\      <td>80.4</td>\\      <td>88.7</td>\\      <td>76.2</td>\\      <td>1008.3</td>\\      <td>9.9</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>182</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>21</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>76.9</td>\\      <td>79.2</td>\\      <td>75.0</td>\\      <td>1008.2</td>\\      <td>7.5</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>183</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>22</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>79.5</td>\\      <td>85.1</td>\\      <td>75.3</td>\\      <td>1006.2</td>\\      <td>9.9</td>\\      <td>3.3</td>\\    </tr>\\    <tr>\\      <th>184</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>23</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>75.7</td>\\      <td>80.4</td>\\      <td>86.4</td>\\      <td>76.2</td>\\      <td>1006.4</td>\\      <td>9.9</td>\\      <td>4.1</td>\\    </tr>\\    <tr>\\      <th>185</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>24</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>81.7</td>\\      <td>88.3</td>\\      <td>76.3</td>\\      <td>1008.0</td>\\      <td>9.9</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>186</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>25</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>82.4</td>\\      <td>89.2</td>\\      <td>77.5</td>\\      <td>1009.6</td>\\      <td>10.5</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>187</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>26</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>83.8</td>\\      <td>90.1</td>\\      <td>77.6</td>\\      <td>1008.1</td>\\      <td>10.7</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>188</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>27</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>84.6</td>\\      <td>90.5</td>\\      <td>77.0</td>\\      <td>1007.8</td>\\      <td>10.9</td>\\      <td>3.3</td>\\    </tr>\\    <tr>\\      <th>189</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>28</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>83.6</td>\\      <td>90.7</td>\\      <td>76.7</td>\\      <td>1008.8</td>\\      <td>11.2</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>190</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>29</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>77.0</td>\\      <td>87.3</td>\\      <td>92.1</td>\\      <td>78.4</td>\\      <td>1009.2</td>\\      <td>11.2</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>191</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>30</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>77.0</td>\\      <td>84.9</td>\\      <td>92.1</td>\\      <td>76.9</td>\\      <td>1009.6</td>\\      <td>11.2</td>\\      <td>1.6</td>\\    </tr>\\    <tr>\\      <th>192</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>31</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>77.0</td>\\      <td>83.3</td>\\      <td>92.5</td>\\      <td>77.7</td>\\      <td>1008.9</td>\\      <td>11.0</td>\\      <td>0.7</td>\\    </tr>\\    <tr>\\      <th>193</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>1</td>\\      <td>0.00</td>\\      <td>A</td>\\      <td>74.5</td>\\      <td>81.4</td>\\      <td>87.4</td>\\      <td>77.5</td>\\      <td>1009.0</td>\\      <td>10.7</td>\\      <td>0.6</td>\\    </tr>\\    <tr>\\      <th>194</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>2</td>\\      <td>0.06</td>\\      <td>B</td>\\      <td>76.8</td>\\      <td>82.3</td>\\      <td>86.4</td>\\      <td>76.6</td>\\      <td>1008.2</td>\\      <td>9.9</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>195</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>3</td>\\      <td>0.11</td>\\      <td>B</td>\\      <td>74.3</td>\\      <td>81.0</td>\\      <td>88.9</td>\\      <td>76.0</td>\\      <td>1008.2</td>\\      <td>10.9</td>\\      <td>1.1</td>\\    </tr>\\    <tr>\\      <th>196</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>4</td>\\      <td>99.99</td>\\      <td>NaN</td>\\      <td>76.3</td>\\      <td>80.0</td>\\      <td>85.3</td>\\      <td>76.3</td>\\      <td>1009.1</td>\\      <td>9.1</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>197</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>6</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>75.6</td>\\      <td>79.3</td>\\      <td>86.7</td>\\      <td>75.7</td>\\      <td>1009.6</td>\\      <td>9.7</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>198</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>7</td>\\      <td>0.12</td>\\      <td>A</td>\\      <td>75.6</td>\\      <td>81.0</td>\\      <td>89.1</td>\\      <td>77.2</td>\\      <td>1009.5</td>\\      <td>10.3</td>\\      <td>1.3</td>\\    </tr>\\    <tr>\\      <th>199</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>8</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>76.1</td>\\      <td>82.2</td>\\      <td>89.2</td>\\      <td>77.2</td>\\      <td>1009.7</td>\\      <td>9.4</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>200</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>9</td>\\      <td>0.67</td>\\      <td>G</td>\\      <td>73.0</td>\\      <td>82.3</td>\\      <td>91.4</td>\\      <td>78.3</td>\\      <td>1007.4</td>\\      <td>9.3</td>\\      <td>0.2</td>\\    </tr>\\    <tr>\\      <th>201</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>10</td>\\      <td>0.39</td>\\      <td>G</td>\\      <td>76.8</td>\\      <td>81.7</td>\\      <td>87.4</td>\\      <td>78.5</td>\\      <td>1006.1</td>\\      <td>9.6</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>202</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>11</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>78.1</td>\\      <td>82.6</td>\\      <td>89.2</td>\\      <td>78.2</td>\\      <td>1006.5</td>\\      <td>10.6</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>203</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>12</td>\\      <td>0.01</td>\\      <td>A</td>\\      <td>79.2</td>\\      <td>82.6</td>\\      <td>87.4</td>\\      <td>78.5</td>\\      <td>1009.0</td>\\      <td>10.1</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>204</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>13</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>84.7</td>\\      <td>88.5</td>\\      <td>78.6</td>\\      <td>1010.1</td>\\      <td>10.8</td>\\      <td>2.3</td>\\    </tr>\\    <tr>\\      <th>205</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>14</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>82.0</td>\\      <td>88.9</td>\\      <td>77.9</td>\\      <td>1009.9</td>\\      <td>10.3</td>\\      <td>0.6</td>\\    </tr>\\    <tr>\\      <th>206</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>15</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>81.7</td>\\      <td>91.0</td>\\      <td>76.8</td>\\      <td>1007.7</td>\\      <td>10.9</td>\\      <td>0.6</td>\\    </tr>\\    <tr>\\      <th>207</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>16</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>81.8</td>\\      <td>91.2</td>\\      <td>77.3</td>\\      <td>1007.1</td>\\      <td>10.3</td>\\      <td>0.5</td>\\    </tr>\\    <tr>\\      <th>208</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>18</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>82.3</td>\\      <td>87.1</td>\\      <td>77.9</td>\\      <td>1007.3</td>\\      <td>10.3</td>\\      <td>1.3</td>\\    </tr>\\    <tr>\\      <th>209</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>19</td>\\      <td>0.91</td>\\      <td>G</td>\\      <td>79.5</td>\\      <td>83.8</td>\\      <td>86.4</td>\\      <td>77.2</td>\\      <td>1006.5</td>\\      <td>11.2</td>\\      <td>3.4</td>\\    </tr>\\    <tr>\\      <th>210</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>22</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>77.2</td>\\      <td>79.5</td>\\      <td>81.9</td>\\      <td>76.0</td>\\      <td>1008.1</td>\\      <td>8.3</td>\\      <td>3.1</td>\\    </tr>\\    <tr>\\      <th>211</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>23</td>\\      <td>0.39</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>82.1</td>\\      <td>88.7</td>\\      <td>76.5</td>\\      <td>1009.1</td>\\      <td>10.9</td>\\      <td>2.8</td>\\    </tr>\\    <tr>\\      <th>212</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>24</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>74.7</td>\\      <td>81.2</td>\\      <td>90.5</td>\\      <td>76.2</td>\\      <td>1008.4</td>\\      <td>10.4</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>213</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>25</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.5</td>\\      <td>82.4</td>\\      <td>87.4</td>\\      <td>77.2</td>\\      <td>1007.6</td>\\      <td>10.1</td>\\      <td>0.8</td>\\    </tr>\\    <tr>\\      <th>214</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>26</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>76.5</td>\\      <td>84.1</td>\\      <td>90.7</td>\\      <td>77.5</td>\\      <td>1006.8</td>\\      <td>11.2</td>\\      <td>4.2</td>\\    </tr>\\    <tr>\\      <th>215</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>27</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>79.3</td>\\      <td>84.0</td>\\      <td>90.0</td>\\      <td>77.0</td>\\      <td>1007.3</td>\\      <td>11.2</td>\\      <td>3.6</td>\\    </tr>\\    <tr>\\      <th>216</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>28</td>\\      <td>0.24</td>\\      <td>G</td>\\      <td>79.3</td>\\      <td>84.2</td>\\      <td>88.5</td>\\      <td>76.7</td>\\      <td>1005.6</td>\\      <td>11.0</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>217</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>29</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>81.6</td>\\      <td>84.9</td>\\      <td>75.8</td>\\      <td>1005.0</td>\\      <td>10.3</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>218</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>30</td>\\      <td>0.20</td>\\      <td>G</td>\\      <td>78.4</td>\\      <td>82.7</td>\\      <td>89.2</td>\\      <td>76.7</td>\\      <td>1006.5</td>\\      <td>10.6</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>219</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>31</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>78.1</td>\\      <td>84.6</td>\\      <td>90.1</td>\\      <td>76.8</td>\\      <td>1008.2</td>\\      <td>11.2</td>\\      <td>3.1</td>\\    </tr>\\    <tr>\\      <th>220</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>1</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>81.9</td>\\      <td>89.6</td>\\      <td>77.2</td>\\      <td>1009.0</td>\\      <td>10.1</td>\\      <td>3.1</td>\\    </tr>\\    <tr>\\      <th>221</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>2</td>\\      <td>0.39</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>78.6</td>\\      <td>84.0</td>\\      <td>76.3</td>\\      <td>1008.2</td>\\      <td>8.7</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>222</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>3</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>82.0</td>\\      <td>85.3</td>\\      <td>77.0</td>\\      <td>1007.2</td>\\      <td>8.5</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>223</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>4</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>78.4</td>\\      <td>83.5</td>\\      <td>89.2</td>\\      <td>77.0</td>\\      <td>1006.6</td>\\      <td>10.7</td>\\      <td>3.6</td>\\    </tr>\\    <tr>\\      <th>224</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>5</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>82.6</td>\\      <td>87.6</td>\\      <td>77.0</td>\\      <td>1006.4</td>\\      <td>11.2</td>\\      <td>3.6</td>\\    </tr>\\    <tr>\\      <th>225</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>6</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>83.6</td>\\      <td>90.0</td>\\      <td>76.4</td>\\      <td>1006.7</td>\\      <td>10.2</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>226</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>7</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>85.1</td>\\      <td>89.2</td>\\      <td>77.0</td>\\      <td>1006.4</td>\\      <td>11.2</td>\\      <td>6.8</td>\\    </tr>\\    <tr>\\      <th>227</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>8</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>85.2</td>\\      <td>89.6</td>\\      <td>76.9</td>\\      <td>1006.6</td>\\      <td>10.8</td>\\      <td>5.1</td>\\    </tr>\\    <tr>\\      <th>228</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>9</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>81.8</td>\\      <td>87.1</td>\\      <td>78.0</td>\\      <td>1007.0</td>\\      <td>9.9</td>\\      <td>3.2</td>\\    </tr>\\    <tr>\\      <th>229</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>10</td>\\      <td>0.55</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>81.8</td>\\      <td>85.5</td>\\      <td>77.5</td>\\      <td>1005.5</td>\\      <td>9.6</td>\\      <td>2.8</td>\\    </tr>\\    <tr>\\      <th>230</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>11</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>83.5</td>\\      <td>88.3</td>\\      <td>76.0</td>\\      <td>1004.4</td>\\      <td>10.5</td>\\      <td>5.3</td>\\    </tr>\\    <tr>\\      <th>231</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>12</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>77.2</td>\\      <td>80.7</td>\\      <td>82.9</td>\\      <td>76.1</td>\\      <td>1005.4</td>\\      <td>9.3</td>\\      <td>5.5</td>\\    </tr>\\    <tr>\\      <th>232</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>13</td>\\      <td>1.02</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>80.4</td>\\      <td>87.1</td>\\      <td>76.2</td>\\      <td>1005.4</td>\\      <td>9.1</td>\\      <td>5.6</td>\\    </tr>\\    <tr>\\      <th>233</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>14</td>\\      <td>0.20</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>82.2</td>\\      <td>88.9</td>\\      <td>76.6</td>\\      <td>1006.1</td>\\      <td>10.9</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>234</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>15</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>78.4</td>\\      <td>82.8</td>\\      <td>89.6</td>\\      <td>77.3</td>\\      <td>1008.2</td>\\      <td>11.5</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>235</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>16</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>83.8</td>\\      <td>90.3</td>\\      <td>76.9</td>\\      <td>1010.1</td>\\      <td>10.2</td>\\      <td>1.6</td>\\    </tr>\\    <tr>\\      <th>236</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>17</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>83.6</td>\\      <td>90.0</td>\\      <td>77.9</td>\\      <td>1010.1</td>\\      <td>11.2</td>\\      <td>1.1</td>\\    </tr>\\    <tr>\\      <th>237</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>18</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>75.9</td>\\      <td>81.9</td>\\      <td>89.1</td>\\      <td>77.7</td>\\      <td>1010.0</td>\\      <td>10.3</td>\\      <td>1.3</td>\\    </tr>\\    <tr>\\      <th>238</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>19</td>\\      <td>0.93</td>\\      <td>C</td>\\      <td>75.6</td>\\      <td>83.0</td>\\      <td>89.2</td>\\      <td>77.8</td>\\      <td>1009.6</td>\\      <td>10.4</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>239</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>20</td>\\      <td>0.08</td>\\      <td>B</td>\\      <td>78.3</td>\\      <td>81.9</td>\\      <td>86.0</td>\\      <td>78.3</td>\\      <td>1009.7</td>\\      <td>9.2</td>\\      <td>3.2</td>\\    </tr>\\    <tr>\\      <th>240</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>21</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>83.2</td>\\      <td>89.2</td>\\      <td>78.6</td>\\      <td>1011.3</td>\\      <td>11.2</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>241</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>22</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.8</td>\\      <td>82.5</td>\\      <td>91.0</td>\\      <td>77.8</td>\\      <td>1010.8</td>\\      <td>9.7</td>\\      <td>1.3</td>\\    </tr>\\    <tr>\\      <th>242</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>23</td>\\      <td>0.16</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>81.2</td>\\      <td>87.8</td>\\      <td>77.8</td>\\      <td>1010.3</td>\\      <td>10.3</td>\\      <td>1.3</td>\\    </tr>\\    <tr>\\      <th>243</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>24</td>\\      <td>0.28</td>\\      <td>G</td>\\      <td>75.7</td>\\      <td>81.5</td>\\      <td>89.1</td>\\      <td>77.3</td>\\      <td>1007.1</td>\\      <td>9.6</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>244</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>25</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>80.3</td>\\      <td>87.4</td>\\      <td>76.0</td>\\      <td>1007.5</td>\\      <td>8.5</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>245</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>26</td>\\      <td>1.46</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>80.3</td>\\      <td>87.1</td>\\      <td>76.3</td>\\      <td>1010.3</td>\\      <td>10.3</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>246</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>27</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>80.9</td>\\      <td>88.5</td>\\      <td>76.4</td>\\      <td>1010.5</td>\\      <td>10.9</td>\\      <td>0.8</td>\\    </tr>\\    <tr>\\      <th>247</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>28</td>\\      <td>0.28</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>81.4</td>\\      <td>88.9</td>\\      <td>76.3</td>\\      <td>1010.8</td>\\      <td>11.2</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>248</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>29</td>\\      <td>0.28</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>82.1</td>\\      <td>87.4</td>\\      <td>75.9</td>\\      <td>1011.1</td>\\      <td>10.5</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>249</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>30</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>82.1</td>\\      <td>87.4</td>\\      <td>78.0</td>\\      <td>1012.1</td>\\      <td>10.3</td>\\      <td>1.6</td>\\    </tr>\\    <tr>\\      <th>250</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>1</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>83.4</td>\\      <td>89.6</td>\\      <td>77.9</td>\\      <td>1011.7</td>\\      <td>11.2</td>\\      <td>2.7</td>\\    </tr>\\    <tr>\\      <th>251</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>2</td>\\      <td>0.24</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>83.3</td>\\      <td>90.3</td>\\      <td>77.8</td>\\      <td>1010.5</td>\\      <td>10.7</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>252</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>3</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>83.2</td>\\      <td>90.0</td>\\      <td>76.7</td>\\      <td>1009.8</td>\\      <td>9.9</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>253</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>4</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>82.0</td>\\      <td>89.1</td>\\      <td>76.7</td>\\      <td>1009.7</td>\\      <td>10.1</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>254</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>5</td>\\      <td>0.51</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>82.4</td>\\      <td>88.3</td>\\      <td>76.6</td>\\      <td>1010.3</td>\\      <td>9.7</td>\\      <td>2.6</td>\\    </tr>\\    <tr>\\      <th>255</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>6</td>\\      <td>0.51</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>82.2</td>\\      <td>89.2</td>\\      <td>76.5</td>\\      <td>1008.6</td>\\      <td>10.5</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>256</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>7</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>79.0</td>\\      <td>86.2</td>\\      <td>76.1</td>\\      <td>1007.4</td>\\      <td>9.6</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>257</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>8</td>\\      <td>0.16</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>81.6</td>\\      <td>88.7</td>\\      <td>77.4</td>\\      <td>1006.9</td>\\      <td>10.1</td>\\      <td>3.3</td>\\    </tr>\\    <tr>\\      <th>258</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>9</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>80.3</td>\\      <td>87.1</td>\\      <td>76.7</td>\\      <td>1006.8</td>\\      <td>9.4</td>\\      <td>5.2</td>\\    </tr>\\    <tr>\\      <th>259</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>10</td>\\      <td>2.72</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>81.5</td>\\      <td>88.2</td>\\      <td>77.1</td>\\      <td>1008.3</td>\\      <td>10.4</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>260</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>11</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>80.6</td>\\      <td>89.1</td>\\      <td>76.8</td>\\      <td>1008.9</td>\\      <td>9.6</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>261</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>12</td>\\      <td>0.16</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>83.3</td>\\      <td>90.3</td>\\      <td>78.7</td>\\      <td>1007.1</td>\\      <td>10.3</td>\\      <td>3.4</td>\\    </tr>\\    <tr>\\      <th>262</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>13</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>83.0</td>\\      <td>87.8</td>\\      <td>77.5</td>\\      <td>1006.4</td>\\      <td>9.2</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>263</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>14</td>\\      <td>0.75</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>80.7</td>\\      <td>87.4</td>\\      <td>77.5</td>\\      <td>1007.4</td>\\      <td>9.5</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>264</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>17</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>77.9</td>\\      <td>82.0</td>\\      <td>88.9</td>\\      <td>78.1</td>\\      <td>1007.4</td>\\      <td>10.3</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>265</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>20</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>82.5</td>\\      <td>89.6</td>\\      <td>77.7</td>\\      <td>1010.0</td>\\      <td>10.3</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>266</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>22</td>\\      <td>0.16</td>\\      <td>A</td>\\      <td>75.4</td>\\      <td>82.9</td>\\      <td>90.0</td>\\      <td>76.8</td>\\      <td>1007.9</td>\\      <td>11.2</td>\\      <td>5.3</td>\\    </tr>\\    <tr>\\      <th>267</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>23</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>74.7</td>\\      <td>83.4</td>\\      <td>90.5</td>\\      <td>77.2</td>\\      <td>1007.8</td>\\      <td>11.2</td>\\      <td>4.9</td>\\    </tr>\\    <tr>\\      <th>268</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>24</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>76.6</td>\\      <td>84.0</td>\\      <td>90.0</td>\\      <td>78.4</td>\\      <td>1008.8</td>\\      <td>11.2</td>\\      <td>5.8</td>\\    </tr>\\    <tr>\\      <th>269</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>25</td>\\      <td>0.32</td>\\      <td>B</td>\\      <td>76.3</td>\\      <td>81.8</td>\\      <td>89.1</td>\\      <td>77.5</td>\\      <td>1009.3</td>\\      <td>9.8</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>270</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>28</td>\\      <td>3.85</td>\\      <td>B</td>\\      <td>73.8</td>\\      <td>79.5</td>\\      <td>84.6</td>\\      <td>75.4</td>\\      <td>1007.5</td>\\      <td>7.5</td>\\      <td>9.2</td>\\    </tr>\\    <tr>\\      <th>271</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>29</td>\\      <td>0.71</td>\\      <td>B</td>\\      <td>75.9</td>\\      <td>78.8</td>\\      <td>83.8</td>\\      <td>76.8</td>\\      <td>1008.1</td>\\      <td>8.2</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>272</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>30</td>\\      <td>0.55</td>\\      <td>A</td>\\      <td>75.9</td>\\      <td>80.0</td>\\      <td>87.1</td>\\      <td>77.0</td>\\      <td>1007.3</td>\\      <td>9.3</td>\\      <td>4.9</td>\\    </tr>\\    <tr>\\      <th>273</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>31</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>75.9</td>\\      <td>83.1</td>\\      <td>89.6</td>\\      <td>78.0</td>\\      <td>1007.5</td>\\      <td>9.8</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>274</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>2</td>\\      <td>2.36</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>77.2</td>\\      <td>79.7</td>\\      <td>75.5</td>\\      <td>1003.7</td>\\      <td>4.2</td>\\      <td>5.3</td>\\    </tr>\\    <tr>\\      <th>275</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>4</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>77.0</td>\\      <td>82.0</td>\\      <td>89.2</td>\\      <td>78.2</td>\\      <td>1009.8</td>\\      <td>10.3</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>276</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>6</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>75.4</td>\\      <td>81.6</td>\\      <td>90.1</td>\\      <td>78.4</td>\\      <td>1008.4</td>\\      <td>10.8</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>277</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>7</td>\\      <td>0.36</td>\\      <td>B</td>\\      <td>76.3</td>\\      <td>83.0</td>\\      <td>89.2</td>\\      <td>78.7</td>\\      <td>1009.1</td>\\      <td>11.5</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>278</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>11</td>\\      <td>0.43</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>77.1</td>\\      <td>82.0</td>\\      <td>75.2</td>\\      <td>1010.6</td>\\      <td>7.1</td>\\      <td>3.4</td>\\    </tr>\\    <tr>\\      <th>279</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>13</td>\\      <td>2.32</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>79.6</td>\\      <td>86.4</td>\\      <td>76.6</td>\\      <td>1008.3</td>\\      <td>9.8</td>\\      <td>3.4</td>\\    </tr>\\    <tr>\\      <th>280</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>14</td>\\      <td>1.06</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>78.9</td>\\      <td>82.0</td>\\      <td>76.1</td>\\      <td>1009.5</td>\\      <td>8.5</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>281</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>15</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>77.5</td>\\      <td>82.7</td>\\      <td>88.5</td>\\      <td>78.0</td>\\      <td>1008.8</td>\\      <td>10.7</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>282</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>16</td>\\      <td>0.63</td>\\      <td>G</td>\\      <td>79.9</td>\\      <td>83.2</td>\\      <td>88.5</td>\\      <td>77.7</td>\\      <td>1008.8</td>\\      <td>10.7</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>283</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>17</td>\\      <td>0.91</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>77.4</td>\\      <td>79.2</td>\\      <td>75.2</td>\\      <td>1009.5</td>\\      <td>6.7</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>284</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>19</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>81.4</td>\\      <td>86.7</td>\\      <td>78.2</td>\\      <td>1008.9</td>\\      <td>9.9</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>285</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>20</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>83.1</td>\\      <td>88.9</td>\\      <td>77.5</td>\\      <td>1007.5</td>\\      <td>9.8</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>286</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>21</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>78.4</td>\\      <td>81.4</td>\\      <td>86.9</td>\\      <td>77.9</td>\\      <td>1008.5</td>\\      <td>9.9</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>287</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>22</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>77.5</td>\\      <td>81.9</td>\\      <td>87.8</td>\\      <td>76.7</td>\\      <td>1010.3</td>\\      <td>11.0</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>288</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>23</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>83.6</td>\\      <td>89.6</td>\\      <td>77.8</td>\\      <td>1010.1</td>\\      <td>9.8</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>289</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>24</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>82.2</td>\\      <td>88.5</td>\\      <td>77.3</td>\\      <td>1009.3</td>\\      <td>10.3</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>290</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>25</td>\\      <td>0.20</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>81.1</td>\\      <td>86.0</td>\\      <td>77.5</td>\\      <td>1010.0</td>\\      <td>10.6</td>\\      <td>2.3</td>\\    </tr>\\    <tr>\\      <th>291</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>26</td>\\      <td>0.91</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>82.0</td>\\      <td>88.9</td>\\      <td>77.2</td>\\      <td>1010.6</td>\\      <td>10.7</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>292</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>27</td>\\      <td>0.75</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>82.7</td>\\      <td>87.4</td>\\      <td>77.2</td>\\      <td>1009.1</td>\\      <td>11.2</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>293</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>28</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>77.5</td>\\      <td>81.9</td>\\      <td>86.7</td>\\      <td>76.4</td>\\      <td>1008.7</td>\\      <td>9.4</td>\\      <td>4.5</td>\\    </tr>\\    <tr>\\      <th>294</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>29</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>82.4</td>\\      <td>85.3</td>\\      <td>75.7</td>\\      <td>1008.7</td>\\      <td>9.3</td>\\      <td>5.6</td>\\    </tr>\\    <tr>\\      <th>295</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>30</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>78.6</td>\\      <td>80.2</td>\\      <td>74.9</td>\\      <td>1005.4</td>\\      <td>5.7</td>\\      <td>6.4</td>\\    </tr>\\    <tr>\\      <th>296</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>1</td>\\      <td>2.99</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>79.7</td>\\      <td>101.8</td>\\      <td>77.4</td>\\      <td>1004.0</td>\\      <td>7.8</td>\\      <td>3.1</td>\\    </tr>\\    <tr>\\      <th>297</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>2</td>\\      <td>0.94</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>81.3</td>\\      <td>85.6</td>\\      <td>76.8</td>\\      <td>1006.9</td>\\      <td>9.3</td>\\      <td>2.6</td>\\    </tr>\\    <tr>\\      <th>298</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>3</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>81.4</td>\\      <td>88.2</td>\\      <td>77.0</td>\\      <td>1008.5</td>\\      <td>9.3</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>299</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>4</td>\\      <td>1.61</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>81.2</td>\\      <td>86.9</td>\\      <td>75.2</td>\\      <td>1008.6</td>\\      <td>10.0</td>\\      <td>3.2</td>\\    </tr>\\    <tr>\\      <th>300</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>5</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>76.8</td>\\      <td>78.4</td>\\      <td>80.1</td>\\      <td>74.7</td>\\      <td>1008.3</td>\\      <td>7.8</td>\\      <td>3.4</td>\\    </tr>\\    <tr>\\      <th>301</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>6</td>\\      <td>0.43</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>78.1</td>\\      <td>81.0</td>\\      <td>76.1</td>\\      <td>1006.9</td>\\      <td>6.0</td>\\      <td>6.1</td>\\    </tr>\\    <tr>\\      <th>302</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>7</td>\\      <td>3.98</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>78.9</td>\\      <td>82.4</td>\\      <td>77.4</td>\\      <td>1005.7</td>\\      <td>5.5</td>\\      <td>7.1</td>\\    </tr>\\    <tr>\\      <th>303</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>8</td>\\      <td>4.02</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>81.6</td>\\      <td>87.1</td>\\      <td>78.1</td>\\      <td>1006.7</td>\\      <td>8.9</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>304</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>9</td>\\      <td>1.38</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>81.9</td>\\      <td>86.7</td>\\      <td>77.9</td>\\      <td>1008.9</td>\\      <td>10.7</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>305</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>10</td>\\      <td>0.20</td>\\      <td>G</td>\\      <td>78.1</td>\\      <td>82.9</td>\\      <td>88.3</td>\\      <td>78.9</td>\\      <td>1011.2</td>\\      <td>10.3</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>306</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>11</td>\\      <td>1.22</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>80.0</td>\\      <td>82.4</td>\\      <td>76.8</td>\\      <td>1011.3</td>\\      <td>10.1</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>307</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>12</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>77.2</td>\\      <td>82.4</td>\\      <td>87.6</td>\\      <td>76.9</td>\\      <td>1010.4</td>\\      <td>10.7</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>308</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>13</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>80.3</td>\\      <td>85.6</td>\\      <td>76.8</td>\\      <td>1009.8</td>\\      <td>9.9</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>309</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>14</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>75.0</td>\\      <td>81.7</td>\\      <td>86.0</td>\\      <td>77.2</td>\\      <td>1010.8</td>\\      <td>9.9</td>\\      <td>2.6</td>\\    </tr>\\    <tr>\\      <th>310</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>15</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>76.1</td>\\      <td>80.0</td>\\      <td>85.3</td>\\      <td>76.3</td>\\      <td>1011.7</td>\\      <td>9.7</td>\\      <td>4.2</td>\\    </tr>\\    <tr>\\      <th>311</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>16</td>\\      <td>1.02</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>76.9</td>\\      <td>78.8</td>\\      <td>75.4</td>\\      <td>1011.9</td>\\      <td>8.2</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>312</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>17</td>\\      <td>4.45</td>\\      <td>G</td>\\      <td>76.5</td>\\      <td>78.5</td>\\      <td>83.5</td>\\      <td>75.9</td>\\      <td>1011.3</td>\\      <td>8.7</td>\\      <td>2.6</td>\\    </tr>\\    <tr>\\      <th>313</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>18</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>82.1</td>\\      <td>85.5</td>\\      <td>78.5</td>\\      <td>1010.4</td>\\      <td>10.8</td>\\      <td>2.7</td>\\    </tr>\\    <tr>\\      <th>314</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>19</td>\\      <td>0.51</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>77.7</td>\\      <td>80.1</td>\\      <td>74.9</td>\\      <td>1010.8</td>\\      <td>9.0</td>\\      <td>5.4</td>\\    </tr>\\    <tr>\\      <th>315</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>21</td>\\      <td>0.28</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>79.0</td>\\      <td>83.5</td>\\      <td>76.5</td>\\      <td>1009.2</td>\\      <td>8.2</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>316</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>22</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>80.1</td>\\      <td>85.3</td>\\      <td>76.7</td>\\      <td>1008.4</td>\\      <td>10.6</td>\\      <td>1.3</td>\\    </tr>\\    <tr>\\      <th>317</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>23</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>81.0</td>\\      <td>88.3</td>\\      <td>76.2</td>\\      <td>1008.8</td>\\      <td>10.1</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>318</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>24</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>81.7</td>\\      <td>88.2</td>\\      <td>77.0</td>\\      <td>1008.5</td>\\      <td>10.4</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>319</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>25</td>\\      <td>0.98</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>78.6</td>\\      <td>83.7</td>\\      <td>75.5</td>\\      <td>1009.6</td>\\      <td>9.3</td>\\      <td>4.5</td>\\    </tr>\\    <tr>\\      <th>320</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>26</td>\\      <td>0.83</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>78.7</td>\\      <td>86.4</td>\\      <td>76.4</td>\\      <td>1009.8</td>\\      <td>8.5</td>\\      <td>3.1</td>\\    </tr>\\    <tr>\\      <th>321</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>27</td>\\      <td>1.73</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>80.1</td>\\      <td>86.7</td>\\      <td>76.3</td>\\      <td>1010.2</td>\\      <td>9.6</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>322</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>28</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>73.4</td>\\      <td>76.8</td>\\      <td>84.2</td>\\      <td>74.2</td>\\      <td>1008.3</td>\\      <td>10.4</td>\\      <td>0.5</td>\\    </tr>\\    <tr>\\      <th>323</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>30</td>\\      <td>0.00</td>\\      <td>I</td>\\      <td>73.8</td>\\      <td>79.7</td>\\      <td>87.8</td>\\      <td>76.2</td>\\      <td>1004.0</td>\\      <td>10.4</td>\\      <td>2.3</td>\\    </tr>\\    <tr>\\      <th>324</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>31</td>\\      <td>0.11</td>\\      <td>B</td>\\      <td>75.2</td>\\      <td>79.5</td>\\      <td>84.9</td>\\      <td>72.6</td>\\      <td>1005.1</td>\\      <td>9.9</td>\\      <td>3.6</td>\\    </tr>\\  </tbody>\\</table><style>\\    table { border-collapse: collapse; border: 3px solid #eee; }\\    table tr th:first-child { background-color: #eeeeee; color: #333; font-weight: bold }\\    table thead th { background-color: #eee; color: #000; }\\    tr, th, td { border: 1px solid #ccc; border-width: 1px 0 0 1px; border-collapse: collapse;\\    padding: 3px; font-family: monospace; font-size: 10px }</style>\\    ';</script><style>\n",
       "    table { border-collapse: collapse; border: 3px solid #eee; }\n",
       "    table tr th:first-child { background-color: #eeeeee; color: #333; font-weight: bold }\n",
       "    table thead th { background-color: #eee; color: #000; }\n",
       "    tr, th, td { border: 1px solid #ccc; border-width: 1px 0 0 1px; border-collapse: collapse;\n",
       "    padding: 3px; font-family: monospace; font-size: 10px }</style>\n",
       "    "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import HTML\n",
    "def View(df):\n",
    "    css = \"\"\"<style>\n",
    "    table { border-collapse: collapse; border: 3px solid #eee; }\n",
    "    table tr th:first-child { background-color: #eeeeee; color: #333; font-weight: bold }\n",
    "    table thead th { background-color: #eee; color: #000; }\n",
    "    tr, th, td { border: 1px solid #ccc; border-width: 1px 0 0 1px; border-collapse: collapse;\n",
    "    padding: 3px; font-family: monospace; font-size: 10px }</style>\n",
    "    \"\"\"\n",
    "    s  = '<script type=\"text/Javascript\">'\n",
    "    s += 'var win = window.open(\"\", \"Title\", \"toolbar=no, location=no, directories=no, status=no, menubar=no, scrollbars=yes, resizable=yes, width=780, height=200, top=\"+(screen.height-400)+\", left=\"+(screen.width-840));'\n",
    "    s += 'win.document.body.innerHTML = \\'' + (df.to_html() + css).replace(\"\\n\",'\\\\') + '\\';'\n",
    "    s += '</script>'\n",
    "    return(HTML(s+css))\n",
    "\n",
    "View(data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "6034ee15-5714-4e0c-aba9-d9d256b02b5c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>STATION</th>\n",
       "      <th>YEAR</th>\n",
       "      <th>MONTH</th>\n",
       "      <th>DAY</th>\n",
       "      <th>PRCP</th>\n",
       "      <th>PRCPflag</th>\n",
       "      <th>MIN</th>\n",
       "      <th>TEMP</th>\n",
       "      <th>MAX</th>\n",
       "      <th>DEWP</th>\n",
       "      <th>SLP</th>\n",
       "      <th>VISIB</th>\n",
       "      <th>WDSP</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2.01</td>\n",
       "      <td>G</td>\n",
       "      <td>76.6</td>\n",
       "      <td>79.8</td>\n",
       "      <td>84.2</td>\n",
       "      <td>76.3</td>\n",
       "      <td>1010.3</td>\n",
       "      <td>8.6</td>\n",
       "      <td>6.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0.39</td>\n",
       "      <td>G</td>\n",
       "      <td>75.2</td>\n",
       "      <td>78.6</td>\n",
       "      <td>84.6</td>\n",
       "      <td>75.3</td>\n",
       "      <td>1010.5</td>\n",
       "      <td>8.9</td>\n",
       "      <td>3.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>1.50</td>\n",
       "      <td>G</td>\n",
       "      <td>75.2</td>\n",
       "      <td>78.4</td>\n",
       "      <td>82.6</td>\n",
       "      <td>75.1</td>\n",
       "      <td>1010.9</td>\n",
       "      <td>10.1</td>\n",
       "      <td>6.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>0.16</td>\n",
       "      <td>G</td>\n",
       "      <td>75.6</td>\n",
       "      <td>79.2</td>\n",
       "      <td>85.6</td>\n",
       "      <td>74.7</td>\n",
       "      <td>1011.8</td>\n",
       "      <td>9.9</td>\n",
       "      <td>5.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00</td>\n",
       "      <td>G</td>\n",
       "      <td>77.2</td>\n",
       "      <td>81.4</td>\n",
       "      <td>86.5</td>\n",
       "      <td>76.6</td>\n",
       "      <td>1010.6</td>\n",
       "      <td>10.0</td>\n",
       "      <td>4.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>12</td>\n",
       "      <td>26</td>\n",
       "      <td>0.83</td>\n",
       "      <td>G</td>\n",
       "      <td>76.3</td>\n",
       "      <td>78.7</td>\n",
       "      <td>86.4</td>\n",
       "      <td>76.4</td>\n",
       "      <td>1009.8</td>\n",
       "      <td>8.5</td>\n",
       "      <td>3.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>321</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>12</td>\n",
       "      <td>27</td>\n",
       "      <td>1.73</td>\n",
       "      <td>G</td>\n",
       "      <td>75.6</td>\n",
       "      <td>80.1</td>\n",
       "      <td>86.7</td>\n",
       "      <td>76.3</td>\n",
       "      <td>1010.2</td>\n",
       "      <td>9.6</td>\n",
       "      <td>1.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>322</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>12</td>\n",
       "      <td>28</td>\n",
       "      <td>0.31</td>\n",
       "      <td>G</td>\n",
       "      <td>73.4</td>\n",
       "      <td>76.8</td>\n",
       "      <td>84.2</td>\n",
       "      <td>74.2</td>\n",
       "      <td>1008.3</td>\n",
       "      <td>10.4</td>\n",
       "      <td>0.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>323</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>12</td>\n",
       "      <td>30</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>73.8</td>\n",
       "      <td>79.7</td>\n",
       "      <td>87.8</td>\n",
       "      <td>76.2</td>\n",
       "      <td>1004.0</td>\n",
       "      <td>10.4</td>\n",
       "      <td>2.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>324</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>12</td>\n",
       "      <td>31</td>\n",
       "      <td>0.11</td>\n",
       "      <td>B</td>\n",
       "      <td>75.2</td>\n",
       "      <td>79.5</td>\n",
       "      <td>84.9</td>\n",
       "      <td>72.6</td>\n",
       "      <td>1005.1</td>\n",
       "      <td>9.9</td>\n",
       "      <td>3.6</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>325 rows × 13 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     STATION  YEAR  MONTH  DAY  PRCP PRCPflag   MIN  TEMP   MAX  DEWP     SLP  \\\n",
       "0     984440  2000      1    1  2.01        G  76.6  79.8  84.2  76.3  1010.3   \n",
       "1     984440  2000      1    2  0.39        G  75.2  78.6  84.6  75.3  1010.5   \n",
       "2     984440  2000      1    3  1.50        G  75.2  78.4  82.6  75.1  1010.9   \n",
       "3     984440  2000      1    4  0.16        G  75.6  79.2  85.6  74.7  1011.8   \n",
       "4     984440  2000      1    5  0.00        G  77.2  81.4  86.5  76.6  1010.6   \n",
       "..       ...   ...    ...  ...   ...      ...   ...   ...   ...   ...     ...   \n",
       "320   984440  2000     12   26  0.83        G  76.3  78.7  86.4  76.4  1009.8   \n",
       "321   984440  2000     12   27  1.73        G  75.6  80.1  86.7  76.3  1010.2   \n",
       "322   984440  2000     12   28  0.31        G  73.4  76.8  84.2  74.2  1008.3   \n",
       "323   984440  2000     12   30  0.00        I  73.8  79.7  87.8  76.2  1004.0   \n",
       "324   984440  2000     12   31  0.11        B  75.2  79.5  84.9  72.6  1005.1   \n",
       "\n",
       "     VISIB  WDSP  \n",
       "0      8.6   6.4  \n",
       "1      8.9   3.9  \n",
       "2     10.1   6.6  \n",
       "3      9.9   5.8  \n",
       "4     10.0   4.5  \n",
       "..     ...   ...  \n",
       "320    8.5   3.1  \n",
       "321    9.6   1.7  \n",
       "322   10.4   0.5  \n",
       "323   10.4   2.3  \n",
       "324    9.9   3.6  \n",
       "\n",
       "[325 rows x 13 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(data)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "af2c5942-e71d-48c6-b5c6-fcad587a8760",
   "metadata": {},
   "source": [
    "## 3. Cleaning the data\n",
    "This involves the following:\n",
    "<ul>\n",
    "<li>removing invalid values</li>\n",
    "<li>restructuring the data frame so that it includes all the dates</li>\n",
    "<li>filling missing values (station and dates) </li>\n",
    "</ul>\n",
    "The imputation of missing values for the variables will be included in another discussion since it requires longer data and involves statistical techniques."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b5e2a6f8-8284-4900-814f-5ac0339bd7db",
   "metadata": {},
   "source": [
    "### <i>Invalid values</i>\n",
    "We start by setting invalid data to NaN"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "2a61bd67-a028-472f-8484-cdb97c05f66e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>STATION</th>\n",
       "      <th>YEAR</th>\n",
       "      <th>MONTH</th>\n",
       "      <th>DAY</th>\n",
       "      <th>PRCP</th>\n",
       "      <th>PRCPflag</th>\n",
       "      <th>MIN</th>\n",
       "      <th>TEMP</th>\n",
       "      <th>MAX</th>\n",
       "      <th>DEWP</th>\n",
       "      <th>SLP</th>\n",
       "      <th>VISIB</th>\n",
       "      <th>WDSP</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>1</td>\n",
       "      <td>27</td>\n",
       "      <td>99.99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>75.9</td>\n",
       "      <td>79.1</td>\n",
       "      <td>83.5</td>\n",
       "      <td>70.7</td>\n",
       "      <td>1013.6</td>\n",
       "      <td>10.3</td>\n",
       "      <td>7.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>4</td>\n",
       "      <td>22</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>80.2</td>\n",
       "      <td>85.3</td>\n",
       "      <td>91.4</td>\n",
       "      <td>79.3</td>\n",
       "      <td>1009.5</td>\n",
       "      <td>10.6</td>\n",
       "      <td>2.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>4</td>\n",
       "      <td>24</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>77.0</td>\n",
       "      <td>85.4</td>\n",
       "      <td>90.9</td>\n",
       "      <td>78.9</td>\n",
       "      <td>1009.3</td>\n",
       "      <td>10.4</td>\n",
       "      <td>1.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>4</td>\n",
       "      <td>28</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>80.2</td>\n",
       "      <td>85.6</td>\n",
       "      <td>91.0</td>\n",
       "      <td>78.8</td>\n",
       "      <td>1010.6</td>\n",
       "      <td>10.5</td>\n",
       "      <td>2.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>5</td>\n",
       "      <td>14</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>75.9</td>\n",
       "      <td>83.7</td>\n",
       "      <td>90.7</td>\n",
       "      <td>79.0</td>\n",
       "      <td>1008.7</td>\n",
       "      <td>10.6</td>\n",
       "      <td>1.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>5</td>\n",
       "      <td>15</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>71.6</td>\n",
       "      <td>79.5</td>\n",
       "      <td>91.2</td>\n",
       "      <td>77.8</td>\n",
       "      <td>1008.0</td>\n",
       "      <td>10.4</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>5</td>\n",
       "      <td>17</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>78.8</td>\n",
       "      <td>84.1</td>\n",
       "      <td>90.9</td>\n",
       "      <td>78.3</td>\n",
       "      <td>1006.4</td>\n",
       "      <td>10.1</td>\n",
       "      <td>3.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>5</td>\n",
       "      <td>18</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>78.8</td>\n",
       "      <td>85.5</td>\n",
       "      <td>90.7</td>\n",
       "      <td>78.6</td>\n",
       "      <td>1006.4</td>\n",
       "      <td>10.6</td>\n",
       "      <td>5.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>5</td>\n",
       "      <td>20</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>78.4</td>\n",
       "      <td>84.0</td>\n",
       "      <td>92.5</td>\n",
       "      <td>78.3</td>\n",
       "      <td>1008.3</td>\n",
       "      <td>10.7</td>\n",
       "      <td>2.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>6</td>\n",
       "      <td>7</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>78.1</td>\n",
       "      <td>84.2</td>\n",
       "      <td>92.8</td>\n",
       "      <td>79.0</td>\n",
       "      <td>1010.2</td>\n",
       "      <td>10.1</td>\n",
       "      <td>1.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>6</td>\n",
       "      <td>8</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>77.7</td>\n",
       "      <td>85.9</td>\n",
       "      <td>91.9</td>\n",
       "      <td>79.0</td>\n",
       "      <td>1010.6</td>\n",
       "      <td>10.7</td>\n",
       "      <td>1.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>6</td>\n",
       "      <td>15</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>78.3</td>\n",
       "      <td>86.4</td>\n",
       "      <td>90.9</td>\n",
       "      <td>79.4</td>\n",
       "      <td>1008.1</td>\n",
       "      <td>9.2</td>\n",
       "      <td>1.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>6</td>\n",
       "      <td>16</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>78.8</td>\n",
       "      <td>83.6</td>\n",
       "      <td>90.7</td>\n",
       "      <td>78.5</td>\n",
       "      <td>1009.1</td>\n",
       "      <td>11.2</td>\n",
       "      <td>1.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>6</td>\n",
       "      <td>18</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>75.2</td>\n",
       "      <td>78.8</td>\n",
       "      <td>82.4</td>\n",
       "      <td>76.2</td>\n",
       "      <td>1010.0</td>\n",
       "      <td>10.9</td>\n",
       "      <td>0.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>6</td>\n",
       "      <td>22</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>76.6</td>\n",
       "      <td>84.3</td>\n",
       "      <td>88.7</td>\n",
       "      <td>78.8</td>\n",
       "      <td>1010.6</td>\n",
       "      <td>10.8</td>\n",
       "      <td>1.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>7</td>\n",
       "      <td>29</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>77.0</td>\n",
       "      <td>87.3</td>\n",
       "      <td>92.1</td>\n",
       "      <td>78.4</td>\n",
       "      <td>1009.2</td>\n",
       "      <td>11.2</td>\n",
       "      <td>1.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>7</td>\n",
       "      <td>30</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>77.0</td>\n",
       "      <td>84.9</td>\n",
       "      <td>92.1</td>\n",
       "      <td>76.9</td>\n",
       "      <td>1009.6</td>\n",
       "      <td>11.2</td>\n",
       "      <td>1.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>7</td>\n",
       "      <td>31</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>77.0</td>\n",
       "      <td>83.3</td>\n",
       "      <td>92.5</td>\n",
       "      <td>77.7</td>\n",
       "      <td>1008.9</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>8</td>\n",
       "      <td>4</td>\n",
       "      <td>99.99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>76.3</td>\n",
       "      <td>80.0</td>\n",
       "      <td>85.3</td>\n",
       "      <td>76.3</td>\n",
       "      <td>1009.1</td>\n",
       "      <td>9.1</td>\n",
       "      <td>2.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>8</td>\n",
       "      <td>6</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>75.6</td>\n",
       "      <td>79.3</td>\n",
       "      <td>86.7</td>\n",
       "      <td>75.7</td>\n",
       "      <td>1009.6</td>\n",
       "      <td>9.7</td>\n",
       "      <td>1.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>76.1</td>\n",
       "      <td>82.2</td>\n",
       "      <td>89.2</td>\n",
       "      <td>77.2</td>\n",
       "      <td>1009.7</td>\n",
       "      <td>9.4</td>\n",
       "      <td>1.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>10</td>\n",
       "      <td>23</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>74.7</td>\n",
       "      <td>83.4</td>\n",
       "      <td>90.5</td>\n",
       "      <td>77.2</td>\n",
       "      <td>1007.8</td>\n",
       "      <td>11.2</td>\n",
       "      <td>4.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>10</td>\n",
       "      <td>24</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>76.6</td>\n",
       "      <td>84.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>78.4</td>\n",
       "      <td>1008.8</td>\n",
       "      <td>11.2</td>\n",
       "      <td>5.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>10</td>\n",
       "      <td>31</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>75.9</td>\n",
       "      <td>83.1</td>\n",
       "      <td>89.6</td>\n",
       "      <td>78.0</td>\n",
       "      <td>1007.5</td>\n",
       "      <td>9.8</td>\n",
       "      <td>4.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>11</td>\n",
       "      <td>4</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>77.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>89.2</td>\n",
       "      <td>78.2</td>\n",
       "      <td>1009.8</td>\n",
       "      <td>10.3</td>\n",
       "      <td>1.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>11</td>\n",
       "      <td>6</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>75.4</td>\n",
       "      <td>81.6</td>\n",
       "      <td>90.1</td>\n",
       "      <td>78.4</td>\n",
       "      <td>1008.4</td>\n",
       "      <td>10.8</td>\n",
       "      <td>1.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>323</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>12</td>\n",
       "      <td>30</td>\n",
       "      <td>0.00</td>\n",
       "      <td>I</td>\n",
       "      <td>73.8</td>\n",
       "      <td>79.7</td>\n",
       "      <td>87.8</td>\n",
       "      <td>76.2</td>\n",
       "      <td>1004.0</td>\n",
       "      <td>10.4</td>\n",
       "      <td>2.3</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     STATION  YEAR  MONTH  DAY   PRCP PRCPflag   MIN  TEMP   MAX  DEWP  \\\n",
       "25    984440  2000      1   27  99.99      NaN  75.9  79.1  83.5  70.7   \n",
       "109   984440  2000      4   22   0.00        I  80.2  85.3  91.4  79.3   \n",
       "110   984440  2000      4   24   0.00        I  77.0  85.4  90.9  78.9   \n",
       "113   984440  2000      4   28   0.00        I  80.2  85.6  91.0  78.8   \n",
       "116   984440  2000      5   14   0.00        I  75.9  83.7  90.7  79.0   \n",
       "117   984440  2000      5   15   0.00        I  71.6  79.5  91.2  77.8   \n",
       "119   984440  2000      5   17   0.00        I  78.8  84.1  90.9  78.3   \n",
       "120   984440  2000      5   18   0.00        I  78.8  85.5  90.7  78.6   \n",
       "122   984440  2000      5   20   0.00        I  78.4  84.0  92.5  78.3   \n",
       "140   984440  2000      6    7   0.00        I  78.1  84.2  92.8  79.0   \n",
       "141   984440  2000      6    8   0.00        I  77.7  85.9  91.9  79.0   \n",
       "148   984440  2000      6   15   0.00        I  78.3  86.4  90.9  79.4   \n",
       "149   984440  2000      6   16   0.00        I  78.8  83.6  90.7  78.5   \n",
       "151   984440  2000      6   18   0.00        I  75.2  78.8  82.4  76.2   \n",
       "155   984440  2000      6   22   0.00        I  76.6  84.3  88.7  78.8   \n",
       "190   984440  2000      7   29   0.00        I  77.0  87.3  92.1  78.4   \n",
       "191   984440  2000      7   30   0.00        I  77.0  84.9  92.1  76.9   \n",
       "192   984440  2000      7   31   0.00        I  77.0  83.3  92.5  77.7   \n",
       "196   984440  2000      8    4  99.99      NaN  76.3  80.0  85.3  76.3   \n",
       "197   984440  2000      8    6   0.00        I  75.6  79.3  86.7  75.7   \n",
       "199   984440  2000      8    8   0.00        I  76.1  82.2  89.2  77.2   \n",
       "267   984440  2000     10   23   0.00        I  74.7  83.4  90.5  77.2   \n",
       "268   984440  2000     10   24   0.00        I  76.6  84.0  90.0  78.4   \n",
       "273   984440  2000     10   31   0.00        I  75.9  83.1  89.6  78.0   \n",
       "275   984440  2000     11    4   0.00        I  77.0  82.0  89.2  78.2   \n",
       "276   984440  2000     11    6   0.00        I  75.4  81.6  90.1  78.4   \n",
       "323   984440  2000     12   30   0.00        I  73.8  79.7  87.8  76.2   \n",
       "\n",
       "        SLP  VISIB  WDSP  \n",
       "25   1013.6   10.3   7.3  \n",
       "109  1009.5   10.6   2.6  \n",
       "110  1009.3   10.4   1.9  \n",
       "113  1010.6   10.5   2.7  \n",
       "116  1008.7   10.6   1.9  \n",
       "117  1008.0   10.4   1.0  \n",
       "119  1006.4   10.1   3.1  \n",
       "120  1006.4   10.6   5.5  \n",
       "122  1008.3   10.7   2.2  \n",
       "140  1010.2   10.1   1.1  \n",
       "141  1010.6   10.7   1.9  \n",
       "148  1008.1    9.2   1.9  \n",
       "149  1009.1   11.2   1.1  \n",
       "151  1010.0   10.9   0.6  \n",
       "155  1010.6   10.8   1.9  \n",
       "190  1009.2   11.2   1.9  \n",
       "191  1009.6   11.2   1.6  \n",
       "192  1008.9   11.0   0.7  \n",
       "196  1009.1    9.1   2.2  \n",
       "197  1009.6    9.7   1.9  \n",
       "199  1009.7    9.4   1.9  \n",
       "267  1007.8   11.2   4.9  \n",
       "268  1008.8   11.2   5.8  \n",
       "273  1007.5    9.8   4.4  \n",
       "275  1009.8   10.3   1.5  \n",
       "276  1008.4   10.8   1.2  \n",
       "323  1004.0   10.4   2.3  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# columns with invalid/null PRCP\n",
    "display(data[(data.PRCP == 99.99)|(data.PRCPflag=='I')])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "7f780452-ef95-4360-acd7-dd6a2d8097e2",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Cleaning data\n",
    "import numpy as np\n",
    "## setting Nulls on invalid values\n",
    "df = data.replace({'PRCP': 99.99, 'MIN':9999.9, 'MAX':9999.9, 'TEMP':9999.9}, np.nan)\n",
    "# precipitation based on PRCP.flag\n",
    "df.loc[df.PRCPflag == 'I', 'PRCP'] = np.nan"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eed61da0-5445-4733-905f-fc40c3d179f0",
   "metadata": {},
   "source": [
    "### <i>Dates</i>\n",
    "Now, we create a sequence of dates that we can merge the dataframe into"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "cce324f8-9874-4669-bc02-285b64bc5a68",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Creating date column\n",
    "import pandas as pd\n",
    "df['DATE'] = pd.to_datetime( df[['YEAR', 'MONTH', 'DAY']])\n",
    "\n",
    "# creating sequence of dates to merge\n",
    "begin_date = '2000-01-01'\n",
    "end_date   = '2000-12-31'\n",
    "date = pd.DataFrame({'DATE':pd.date_range(start = begin_date, end = end_date)})\n",
    "\n",
    "# merging\n",
    "df = pd.merge(date, df, how = \"left\",on = 'DATE')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "daf9c57e-a90b-45b1-b072-ae7e8a26de3d",
   "metadata": {},
   "source": [
    "### <i>Filling blank cells</i>\n",
    "Now that we restructured the dataframe, we need to fill in the cells with NaN. \n",
    "\n",
    "Only the columns `STATION`, `YEAR`, `MONTH`, and `DATE` will be included in this part because they can be easily determined without calculations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "01d4db49-6ceb-44c1-b11e-edf9dd1a3079",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\n",
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       "\n",
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       "        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</th>\n",
       "      <th>STATION</th>\n",
       "      <th>YEAR</th>\n",
       "      <th>MONTH</th>\n",
       "      <th>DAY</th>\n",
       "      <th>PRCP</th>\n",
       "      <th>PRCPflag</th>\n",
       "      <th>MIN</th>\n",
       "      <th>TEMP</th>\n",
       "      <th>MAX</th>\n",
       "      <th>DEWP</th>\n",
       "      <th>SLP</th>\n",
       "      <th>VISIB</th>\n",
       "      <th>WDSP</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2000-01-06</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>2000-01-27</td>\n",
       "      <td>984440.0</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>75.9</td>\n",
       "      <td>79.1</td>\n",
       "      <td>83.5</td>\n",
       "      <td>70.7</td>\n",
       "      <td>1013.6</td>\n",
       "      <td>10.3</td>\n",
       "      <td>7.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>2000-03-29</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>2000-04-14</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>2000-04-22</td>\n",
       "      <td>984440.0</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>I</td>\n",
       "      <td>80.2</td>\n",
       "      <td>85.3</td>\n",
       "      <td>91.4</td>\n",
       "      <td>79.3</td>\n",
       "      <td>1009.5</td>\n",
       "      <td>10.6</td>\n",
       "      <td>2.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>316</th>\n",
       "      <td>2000-11-12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>322</th>\n",
       "      <td>2000-11-18</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>354</th>\n",
       "      <td>2000-12-20</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>2000-12-29</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>2000-12-30</td>\n",
       "      <td>984440.0</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>30.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>I</td>\n",
       "      <td>73.8</td>\n",
       "      <td>79.7</td>\n",
       "      <td>87.8</td>\n",
       "      <td>76.2</td>\n",
       "      <td>1004.0</td>\n",
       "      <td>10.4</td>\n",
       "      <td>2.3</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>68 rows × 14 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          DATE   STATION    YEAR  MONTH   DAY  PRCP PRCPflag   MIN  TEMP  \\\n",
       "5   2000-01-06       NaN     NaN    NaN   NaN   NaN      NaN   NaN   NaN   \n",
       "26  2000-01-27  984440.0  2000.0    1.0  27.0   NaN      NaN  75.9  79.1   \n",
       "88  2000-03-29       NaN     NaN    NaN   NaN   NaN      NaN   NaN   NaN   \n",
       "104 2000-04-14       NaN     NaN    NaN   NaN   NaN      NaN   NaN   NaN   \n",
       "112 2000-04-22  984440.0  2000.0    4.0  22.0   NaN        I  80.2  85.3   \n",
       "..         ...       ...     ...    ...   ...   ...      ...   ...   ...   \n",
       "316 2000-11-12       NaN     NaN    NaN   NaN   NaN      NaN   NaN   NaN   \n",
       "322 2000-11-18       NaN     NaN    NaN   NaN   NaN      NaN   NaN   NaN   \n",
       "354 2000-12-20       NaN     NaN    NaN   NaN   NaN      NaN   NaN   NaN   \n",
       "363 2000-12-29       NaN     NaN    NaN   NaN   NaN      NaN   NaN   NaN   \n",
       "364 2000-12-30  984440.0  2000.0   12.0  30.0   NaN        I  73.8  79.7   \n",
       "\n",
       "      MAX  DEWP     SLP  VISIB  WDSP  \n",
       "5     NaN   NaN     NaN    NaN   NaN  \n",
       "26   83.5  70.7  1013.6   10.3   7.3  \n",
       "88    NaN   NaN     NaN    NaN   NaN  \n",
       "104   NaN   NaN     NaN    NaN   NaN  \n",
       "112  91.4  79.3  1009.5   10.6   2.6  \n",
       "..    ...   ...     ...    ...   ...  \n",
       "316   NaN   NaN     NaN    NaN   NaN  \n",
       "322   NaN   NaN     NaN    NaN   NaN  \n",
       "354   NaN   NaN     NaN    NaN   NaN  \n",
       "363   NaN   NaN     NaN    NaN   NaN  \n",
       "364  87.8  76.2  1004.0   10.4   2.3  \n",
       "\n",
       "[68 rows x 14 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#rows with missing data\n",
    "df[df.isnull().any(1)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "223c63df-0410-4cba-bc1c-d47a24bf052c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# For the following, no computation/ interpolation required \n",
    "\n",
    "# station name\n",
    "STN = 984440\n",
    "df['STATION'].fillna(STN, inplace = True)\n",
    "df['STATION'] = df['STATION'].astype(int)\n",
    "\n",
    "# Dates\n",
    "df['YEAR'] = pd.DatetimeIndex(df['DATE']).year\n",
    "df['MONTH'] = pd.DatetimeIndex(df['DATE']).month\n",
    "df['DAY'] = pd.DatetimeIndex(df['DATE']).day\n",
    "\n",
    "# setting date as row index\n",
    "df = df.set_index('DATE')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e602a5ff-44df-4e4c-ab15-053609027795",
   "metadata": {},
   "source": [
    "## Final data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "600f98dc-9f3d-4236-aab6-262cd7fbac3d",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>DATE</th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2000-01-01</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>2000-01-02</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0.39</td>\n",
       "      <td>G</td>\n",
       "      <td>75.2</td>\n",
       "      <td>78.6</td>\n",
       "      <td>84.6</td>\n",
       "      <td>75.3</td>\n",
       "      <td>1010.5</td>\n",
       "      <td>8.9</td>\n",
       "      <td>3.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-01-03</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>1.50</td>\n",
       "      <td>G</td>\n",
       "      <td>75.2</td>\n",
       "      <td>78.4</td>\n",
       "      <td>82.6</td>\n",
       "      <td>75.1</td>\n",
       "      <td>1010.9</td>\n",
       "      <td>10.1</td>\n",
       "      <td>6.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-01-04</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>0.16</td>\n",
       "      <td>G</td>\n",
       "      <td>75.6</td>\n",
       "      <td>79.2</td>\n",
       "      <td>85.6</td>\n",
       "      <td>74.7</td>\n",
       "      <td>1011.8</td>\n",
       "      <td>9.9</td>\n",
       "      <td>5.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-01-05</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>0.00</td>\n",
       "      <td>G</td>\n",
       "      <td>77.2</td>\n",
       "      <td>81.4</td>\n",
       "      <td>86.5</td>\n",
       "      <td>76.6</td>\n",
       "      <td>1010.6</td>\n",
       "      <td>10.0</td>\n",
       "      <td>4.5</td>\n",
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       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>2000-12-27</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>12</td>\n",
       "      <td>27</td>\n",
       "      <td>1.73</td>\n",
       "      <td>G</td>\n",
       "      <td>75.6</td>\n",
       "      <td>80.1</td>\n",
       "      <td>86.7</td>\n",
       "      <td>76.3</td>\n",
       "      <td>1010.2</td>\n",
       "      <td>9.6</td>\n",
       "      <td>1.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-12-28</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>12</td>\n",
       "      <td>28</td>\n",
       "      <td>0.31</td>\n",
       "      <td>G</td>\n",
       "      <td>73.4</td>\n",
       "      <td>76.8</td>\n",
       "      <td>84.2</td>\n",
       "      <td>74.2</td>\n",
       "      <td>1008.3</td>\n",
       "      <td>10.4</td>\n",
       "      <td>0.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-12-29</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>12</td>\n",
       "      <td>29</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-12-30</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>12</td>\n",
       "      <td>30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>I</td>\n",
       "      <td>73.8</td>\n",
       "      <td>79.7</td>\n",
       "      <td>87.8</td>\n",
       "      <td>76.2</td>\n",
       "      <td>1004.0</td>\n",
       "      <td>10.4</td>\n",
       "      <td>2.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-12-31</th>\n",
       "      <td>984440</td>\n",
       "      <td>2000</td>\n",
       "      <td>12</td>\n",
       "      <td>31</td>\n",
       "      <td>0.11</td>\n",
       "      <td>B</td>\n",
       "      <td>75.2</td>\n",
       "      <td>79.5</td>\n",
       "      <td>84.9</td>\n",
       "      <td>72.6</td>\n",
       "      <td>1005.1</td>\n",
       "      <td>9.9</td>\n",
       "      <td>3.6</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>366 rows × 13 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            STATION  YEAR  MONTH  DAY  PRCP PRCPflag   MIN  TEMP   MAX  DEWP  \\\n",
       "DATE                                                                           \n",
       "2000-01-01   984440  2000      1    1  2.01        G  76.6  79.8  84.2  76.3   \n",
       "2000-01-02   984440  2000      1    2  0.39        G  75.2  78.6  84.6  75.3   \n",
       "2000-01-03   984440  2000      1    3  1.50        G  75.2  78.4  82.6  75.1   \n",
       "2000-01-04   984440  2000      1    4  0.16        G  75.6  79.2  85.6  74.7   \n",
       "2000-01-05   984440  2000      1    5  0.00        G  77.2  81.4  86.5  76.6   \n",
       "...             ...   ...    ...  ...   ...      ...   ...   ...   ...   ...   \n",
       "2000-12-27   984440  2000     12   27  1.73        G  75.6  80.1  86.7  76.3   \n",
       "2000-12-28   984440  2000     12   28  0.31        G  73.4  76.8  84.2  74.2   \n",
       "2000-12-29   984440  2000     12   29   NaN      NaN   NaN   NaN   NaN   NaN   \n",
       "2000-12-30   984440  2000     12   30   NaN        I  73.8  79.7  87.8  76.2   \n",
       "2000-12-31   984440  2000     12   31  0.11        B  75.2  79.5  84.9  72.6   \n",
       "\n",
       "               SLP  VISIB  WDSP  \n",
       "DATE                             \n",
       "2000-01-01  1010.3    8.6   6.4  \n",
       "2000-01-02  1010.5    8.9   3.9  \n",
       "2000-01-03  1010.9   10.1   6.6  \n",
       "2000-01-04  1011.8    9.9   5.8  \n",
       "2000-01-05  1010.6   10.0   4.5  \n",
       "...            ...    ...   ...  \n",
       "2000-12-27  1010.2    9.6   1.7  \n",
       "2000-12-28  1008.3   10.4   0.5  \n",
       "2000-12-29     NaN    NaN   NaN  \n",
       "2000-12-30  1004.0   10.4   2.3  \n",
       "2000-12-31  1005.1    9.9   3.6  \n",
       "\n",
       "[366 rows x 13 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(df)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "184bac55-014d-4dcb-9de9-4d3c9e14f9c5",
   "metadata": {},
   "source": [
    "From the final data extracted, basic calculation can be used such as changing units from inches to mm.  \n",
    "For the missing data points, different imputation methods will be employed, such as a simple linear interpolation or regression and time series models. However, this will require longer data, and will be discussed after the extraction of data from multiple years."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "67dd858f-604f-4893-a2bb-5376b0250546",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<script type=\"text/Javascript\">var win = window.open(\"\", \"Title\", \"toolbar=no, location=no, directories=no, status=no, menubar=no, scrollbars=yes, resizable=yes, width=780, height=200, top=\"+(screen.height-400)+\", left=\"+(screen.width-840));win.document.body.innerHTML = '<table border=\"1\" class=\"dataframe\">\\  <thead>\\    <tr style=\"text-align: right;\">\\      <th></th>\\      <th>STATION</th>\\      <th>YEAR</th>\\      <th>MONTH</th>\\      <th>DAY</th>\\      <th>PRCP</th>\\      <th>PRCPflag</th>\\      <th>MIN</th>\\      <th>TEMP</th>\\      <th>MAX</th>\\      <th>DEWP</th>\\      <th>SLP</th>\\      <th>VISIB</th>\\      <th>WDSP</th>\\    </tr>\\    <tr>\\      <th>DATE</th>\\      <th></th>\\      <th></th>\\      <th></th>\\      <th></th>\\      <th></th>\\      <th></th>\\      <th></th>\\      <th></th>\\      <th></th>\\      <th></th>\\      <th></th>\\      <th></th>\\      <th></th>\\    </tr>\\  </thead>\\  <tbody>\\    <tr>\\      <th>2000-01-01</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>1</td>\\      <td>2.01</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>79.8</td>\\      <td>84.2</td>\\      <td>76.3</td>\\      <td>1010.3</td>\\      <td>8.6</td>\\      <td>6.4</td>\\    </tr>\\    <tr>\\      <th>2000-01-02</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>2</td>\\      <td>0.39</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>78.6</td>\\      <td>84.6</td>\\      <td>75.3</td>\\      <td>1010.5</td>\\      <td>8.9</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>2000-01-03</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>3</td>\\      <td>1.50</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>78.4</td>\\      <td>82.6</td>\\      <td>75.1</td>\\      <td>1010.9</td>\\      <td>10.1</td>\\      <td>6.6</td>\\    </tr>\\    <tr>\\      <th>2000-01-04</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>4</td>\\      <td>0.16</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>79.2</td>\\      <td>85.6</td>\\      <td>74.7</td>\\      <td>1011.8</td>\\      <td>9.9</td>\\      <td>5.8</td>\\    </tr>\\    <tr>\\      <th>2000-01-05</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>5</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>77.2</td>\\      <td>81.4</td>\\      <td>86.5</td>\\      <td>76.6</td>\\      <td>1010.6</td>\\      <td>10.0</td>\\      <td>4.5</td>\\    </tr>\\    <tr>\\      <th>2000-01-06</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>6</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-01-07</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>7</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>71.8</td>\\      <td>79.5</td>\\      <td>87.4</td>\\      <td>75.5</td>\\      <td>1010.1</td>\\      <td>10.1</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-01-08</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>8</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>71.8</td>\\      <td>80.5</td>\\      <td>85.6</td>\\      <td>76.3</td>\\      <td>1011.0</td>\\      <td>9.9</td>\\      <td>4.2</td>\\    </tr>\\    <tr>\\      <th>2000-01-09</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>9</td>\\      <td>0.02</td>\\      <td>D</td>\\      <td>73.0</td>\\      <td>81.9</td>\\      <td>88.5</td>\\      <td>76.7</td>\\      <td>1011.7</td>\\      <td>9.8</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>2000-01-10</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>10</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>73.4</td>\\      <td>79.1</td>\\      <td>85.5</td>\\      <td>75.9</td>\\      <td>1011.4</td>\\      <td>10.4</td>\\      <td>5.8</td>\\    </tr>\\    <tr>\\      <th>2000-01-11</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>11</td>\\      <td>0.00</td>\\      <td>D</td>\\      <td>75.6</td>\\      <td>80.6</td>\\      <td>87.1</td>\\      <td>74.7</td>\\      <td>1010.6</td>\\      <td>11.2</td>\\      <td>5.0</td>\\    </tr>\\    <tr>\\      <th>2000-01-12</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>12</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>80.2</td>\\      <td>86.9</td>\\      <td>75.4</td>\\      <td>1009.4</td>\\      <td>10.1</td>\\      <td>5.0</td>\\    </tr>\\    <tr>\\      <th>2000-01-13</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>13</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>76.6</td>\\      <td>78.3</td>\\      <td>75.7</td>\\      <td>1008.9</td>\\      <td>6.6</td>\\      <td>2.8</td>\\    </tr>\\    <tr>\\      <th>2000-01-14</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>14</td>\\      <td>1.42</td>\\      <td>G</td>\\      <td>74.1</td>\\      <td>79.7</td>\\      <td>85.3</td>\\      <td>76.8</td>\\      <td>1010.0</td>\\      <td>9.8</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>2000-01-15</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>15</td>\\      <td>1.46</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>80.1</td>\\      <td>87.1</td>\\      <td>76.4</td>\\      <td>1010.2</td>\\      <td>11.2</td>\\      <td>4.2</td>\\    </tr>\\    <tr>\\      <th>2000-01-16</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>16</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>74.1</td>\\      <td>78.5</td>\\      <td>87.6</td>\\      <td>76.1</td>\\      <td>1011.5</td>\\      <td>10.1</td>\\      <td>3.1</td>\\    </tr>\\    <tr>\\      <th>2000-01-17</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>17</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>72.5</td>\\      <td>79.3</td>\\      <td>89.2</td>\\      <td>75.4</td>\\      <td>1010.8</td>\\      <td>8.9</td>\\      <td>6.8</td>\\    </tr>\\    <tr>\\      <th>2000-01-18</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>18</td>\\      <td>0.24</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>79.1</td>\\      <td>82.9</td>\\      <td>74.7</td>\\      <td>1011.7</td>\\      <td>9.4</td>\\      <td>5.5</td>\\    </tr>\\    <tr>\\      <th>2000-01-19</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>19</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>71.4</td>\\      <td>79.1</td>\\      <td>85.6</td>\\      <td>73.6</td>\\      <td>1011.8</td>\\      <td>9.7</td>\\      <td>2.3</td>\\    </tr>\\    <tr>\\      <th>2000-01-20</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>20</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>70.5</td>\\      <td>80.1</td>\\      <td>86.4</td>\\      <td>75.7</td>\\      <td>1012.9</td>\\      <td>9.8</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>2000-01-21</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>21</td>\\      <td>1.30</td>\\      <td>G</td>\\      <td>73.6</td>\\      <td>76.8</td>\\      <td>82.4</td>\\      <td>75.1</td>\\      <td>1014.3</td>\\      <td>7.5</td>\\      <td>5.8</td>\\    </tr>\\    <tr>\\      <th>2000-01-22</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>22</td>\\      <td>1.30</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>79.0</td>\\      <td>81.3</td>\\      <td>74.2</td>\\      <td>1014.0</td>\\      <td>9.3</td>\\      <td>7.5</td>\\    </tr>\\    <tr>\\      <th>2000-01-23</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>23</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>79.5</td>\\      <td>84.6</td>\\      <td>72.0</td>\\      <td>1013.4</td>\\      <td>9.8</td>\\      <td>5.1</td>\\    </tr>\\    <tr>\\      <th>2000-01-24</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>24</td>\\      <td>0.20</td>\\      <td>G</td>\\      <td>73.6</td>\\      <td>77.7</td>\\      <td>85.8</td>\\      <td>73.3</td>\\      <td>1012.9</td>\\      <td>9.4</td>\\      <td>3.2</td>\\    </tr>\\    <tr>\\      <th>2000-01-25</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>25</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>73.4</td>\\      <td>80.1</td>\\      <td>84.7</td>\\      <td>72.2</td>\\      <td>1012.6</td>\\      <td>10.9</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>2000-01-26</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>26</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>80.0</td>\\      <td>83.7</td>\\      <td>71.3</td>\\      <td>1013.1</td>\\      <td>11.2</td>\\      <td>6.2</td>\\    </tr>\\    <tr>\\      <th>2000-01-27</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>27</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>75.9</td>\\      <td>79.1</td>\\      <td>83.5</td>\\      <td>70.7</td>\\      <td>1013.6</td>\\      <td>10.3</td>\\      <td>7.3</td>\\    </tr>\\    <tr>\\      <th>2000-01-28</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>28</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>78.0</td>\\      <td>82.4</td>\\      <td>67.4</td>\\      <td>1015.7</td>\\      <td>9.7</td>\\      <td>7.5</td>\\    </tr>\\    <tr>\\      <th>2000-01-29</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>29</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>73.4</td>\\      <td>78.4</td>\\      <td>84.2</td>\\      <td>66.0</td>\\      <td>1015.9</td>\\      <td>10.6</td>\\      <td>8.7</td>\\    </tr>\\    <tr>\\      <th>2000-01-30</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>30</td>\\      <td>0.00</td>\\      <td>A</td>\\      <td>74.8</td>\\      <td>78.1</td>\\      <td>83.7</td>\\      <td>70.1</td>\\      <td>1014.9</td>\\      <td>9.8</td>\\      <td>5.8</td>\\    </tr>\\    <tr>\\      <th>2000-01-31</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>1</td>\\      <td>31</td>\\      <td>0.80</td>\\      <td>C</td>\\      <td>72.0</td>\\      <td>74.4</td>\\      <td>81.5</td>\\      <td>71.9</td>\\      <td>1013.6</td>\\      <td>6.3</td>\\      <td>5.4</td>\\    </tr>\\    <tr>\\      <th>2000-02-01</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>1</td>\\      <td>3.78</td>\\      <td>G</td>\\      <td>72.0</td>\\      <td>75.0</td>\\      <td>76.6</td>\\      <td>74.0</td>\\      <td>1012.8</td>\\      <td>5.0</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>2000-02-02</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>2</td>\\      <td>3.03</td>\\      <td>G</td>\\      <td>73.9</td>\\      <td>77.0</td>\\      <td>78.1</td>\\      <td>73.8</td>\\      <td>1013.1</td>\\      <td>4.6</td>\\      <td>5.8</td>\\    </tr>\\    <tr>\\      <th>2000-02-03</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>3</td>\\      <td>2.09</td>\\      <td>G</td>\\      <td>74.3</td>\\      <td>75.0</td>\\      <td>77.0</td>\\      <td>74.5</td>\\      <td>1011.1</td>\\      <td>4.5</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-02-04</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>4</td>\\      <td>3.54</td>\\      <td>G</td>\\      <td>74.3</td>\\      <td>76.3</td>\\      <td>81.0</td>\\      <td>74.9</td>\\      <td>1010.2</td>\\      <td>5.3</td>\\      <td>2.8</td>\\    </tr>\\    <tr>\\      <th>2000-02-05</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>5</td>\\      <td>5.79</td>\\      <td>G</td>\\      <td>73.9</td>\\      <td>78.0</td>\\      <td>80.6</td>\\      <td>75.5</td>\\      <td>1009.6</td>\\      <td>6.2</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>2000-02-06</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>6</td>\\      <td>1.57</td>\\      <td>G</td>\\      <td>75.0</td>\\      <td>78.0</td>\\      <td>83.7</td>\\      <td>75.7</td>\\      <td>1009.1</td>\\      <td>9.1</td>\\      <td>0.6</td>\\    </tr>\\    <tr>\\      <th>2000-02-07</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>7</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>75.0</td>\\      <td>80.0</td>\\      <td>87.1</td>\\      <td>77.1</td>\\      <td>1007.4</td>\\      <td>9.3</td>\\      <td>0.5</td>\\    </tr>\\    <tr>\\      <th>2000-02-08</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>8</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>73.9</td>\\      <td>77.4</td>\\      <td>82.0</td>\\      <td>74.3</td>\\      <td>1009.3</td>\\      <td>9.2</td>\\      <td>4.9</td>\\    </tr>\\    <tr>\\      <th>2000-02-09</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>9</td>\\      <td>0.24</td>\\      <td>G</td>\\      <td>72.5</td>\\      <td>74.5</td>\\      <td>76.5</td>\\      <td>71.4</td>\\      <td>1011.4</td>\\      <td>6.5</td>\\      <td>6.1</td>\\    </tr>\\    <tr>\\      <th>2000-02-10</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>10</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>72.3</td>\\      <td>75.1</td>\\      <td>78.8</td>\\      <td>73.6</td>\\      <td>1012.1</td>\\      <td>4.9</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-02-11</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>11</td>\\      <td>2.83</td>\\      <td>G</td>\\      <td>72.7</td>\\      <td>78.0</td>\\      <td>82.4</td>\\      <td>75.6</td>\\      <td>1011.2</td>\\      <td>9.1</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>2000-02-12</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>12</td>\\      <td>0.55</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>79.7</td>\\      <td>84.2</td>\\      <td>77.4</td>\\      <td>1010.6</td>\\      <td>9.4</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>2000-02-13</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>13</td>\\      <td>0.16</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>80.7</td>\\      <td>87.6</td>\\      <td>77.8</td>\\      <td>1009.5</td>\\      <td>11.2</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>2000-02-14</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>14</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>82.6</td>\\      <td>88.2</td>\\      <td>77.6</td>\\      <td>1009.4</td>\\      <td>10.9</td>\\      <td>2.6</td>\\    </tr>\\    <tr>\\      <th>2000-02-15</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>15</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.1</td>\\      <td>80.8</td>\\      <td>85.1</td>\\      <td>76.7</td>\\      <td>1010.5</td>\\      <td>7.7</td>\\      <td>3.6</td>\\    </tr>\\    <tr>\\      <th>2000-02-16</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>16</td>\\      <td>1.22</td>\\      <td>G</td>\\      <td>66.2</td>\\      <td>75.1</td>\\      <td>77.5</td>\\      <td>74.3</td>\\      <td>1011.4</td>\\      <td>4.6</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>2000-02-17</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>17</td>\\      <td>0.63</td>\\      <td>G</td>\\      <td>73.9</td>\\      <td>78.0</td>\\      <td>80.2</td>\\      <td>73.6</td>\\      <td>1012.3</td>\\      <td>7.4</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>2000-02-18</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>18</td>\\      <td>0.20</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>78.1</td>\\      <td>80.2</td>\\      <td>74.4</td>\\      <td>1011.9</td>\\      <td>7.9</td>\\      <td>3.3</td>\\    </tr>\\    <tr>\\      <th>2000-02-19</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>19</td>\\      <td>0.24</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>78.8</td>\\      <td>84.7</td>\\      <td>75.4</td>\\      <td>1010.7</td>\\      <td>8.2</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-02-20</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>20</td>\\      <td>0.24</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>80.1</td>\\      <td>85.3</td>\\      <td>76.9</td>\\      <td>1010.2</td>\\      <td>8.8</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-02-21</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>21</td>\\      <td>1.57</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>79.5</td>\\      <td>84.4</td>\\      <td>76.5</td>\\      <td>1011.7</td>\\      <td>9.3</td>\\      <td>2.8</td>\\    </tr>\\    <tr>\\      <th>2000-02-22</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>22</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>80.6</td>\\      <td>87.3</td>\\      <td>75.0</td>\\      <td>1011.4</td>\\      <td>11.2</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>2000-02-23</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>23</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>80.4</td>\\      <td>87.8</td>\\      <td>75.7</td>\\      <td>1011.9</td>\\      <td>11.2</td>\\      <td>3.4</td>\\    </tr>\\    <tr>\\      <th>2000-02-24</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>24</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>76.3</td>\\      <td>82.0</td>\\      <td>88.2</td>\\      <td>76.1</td>\\      <td>1011.2</td>\\      <td>10.7</td>\\      <td>4.1</td>\\    </tr>\\    <tr>\\      <th>2000-02-25</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>25</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>81.7</td>\\      <td>85.6</td>\\      <td>75.4</td>\\      <td>1010.7</td>\\      <td>10.7</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>2000-02-26</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>26</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>82.6</td>\\      <td>87.8</td>\\      <td>75.3</td>\\      <td>1010.7</td>\\      <td>10.4</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>2000-02-27</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>27</td>\\      <td>0.08</td>\\      <td>B</td>\\      <td>75.9</td>\\      <td>81.1</td>\\      <td>86.0</td>\\      <td>75.4</td>\\      <td>1012.4</td>\\      <td>9.3</td>\\      <td>4.2</td>\\    </tr>\\    <tr>\\      <th>2000-02-28</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>28</td>\\      <td>0.71</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>77.5</td>\\      <td>80.6</td>\\      <td>75.4</td>\\      <td>1013.4</td>\\      <td>7.1</td>\\      <td>3.6</td>\\    </tr>\\    <tr>\\      <th>2000-02-29</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>2</td>\\      <td>29</td>\\      <td>1.02</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>80.5</td>\\      <td>85.3</td>\\      <td>75.4</td>\\      <td>1012.7</td>\\      <td>7.4</td>\\      <td>3.2</td>\\    </tr>\\    <tr>\\      <th>2000-03-01</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>1</td>\\      <td>0.90</td>\\      <td>G</td>\\      <td>76.1</td>\\      <td>78.6</td>\\      <td>81.5</td>\\      <td>75.1</td>\\      <td>1012.4</td>\\      <td>7.3</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>2000-03-02</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>2</td>\\      <td>0.39</td>\\      <td>G</td>\\      <td>76.1</td>\\      <td>79.3</td>\\      <td>84.7</td>\\      <td>75.7</td>\\      <td>1011.3</td>\\      <td>9.0</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>2000-03-03</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>3</td>\\      <td>0.43</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>77.6</td>\\      <td>79.9</td>\\      <td>75.8</td>\\      <td>1010.3</td>\\      <td>6.7</td>\\      <td>4.1</td>\\    </tr>\\    <tr>\\      <th>2000-03-04</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>4</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.8</td>\\      <td>79.3</td>\\      <td>83.1</td>\\      <td>77.6</td>\\      <td>1009.5</td>\\      <td>6.6</td>\\      <td>4.2</td>\\    </tr>\\    <tr>\\      <th>2000-03-05</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>5</td>\\      <td>0.79</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>79.8</td>\\      <td>85.3</td>\\      <td>77.3</td>\\      <td>1008.5</td>\\      <td>9.1</td>\\      <td>0.8</td>\\    </tr>\\    <tr>\\      <th>2000-03-06</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>6</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>80.1</td>\\      <td>85.5</td>\\      <td>77.4</td>\\      <td>1009.2</td>\\      <td>8.0</td>\\      <td>0.3</td>\\    </tr>\\    <tr>\\      <th>2000-03-07</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>7</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>81.5</td>\\      <td>88.5</td>\\      <td>77.1</td>\\      <td>1009.5</td>\\      <td>9.9</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>2000-03-08</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>8</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>74.1</td>\\      <td>78.6</td>\\      <td>86.0</td>\\      <td>77.0</td>\\      <td>1010.2</td>\\      <td>9.4</td>\\      <td>0.3</td>\\    </tr>\\    <tr>\\      <th>2000-03-09</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>9</td>\\      <td>1.06</td>\\      <td>G</td>\\      <td>76.8</td>\\      <td>83.5</td>\\      <td>88.2</td>\\      <td>78.3</td>\\      <td>1010.6</td>\\      <td>999.9</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>2000-03-10</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>10</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.5</td>\\      <td>82.2</td>\\      <td>88.2</td>\\      <td>77.5</td>\\      <td>1011.8</td>\\      <td>10.4</td>\\      <td>4.2</td>\\    </tr>\\    <tr>\\      <th>2000-03-11</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>11</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>78.1</td>\\      <td>80.9</td>\\      <td>85.6</td>\\      <td>77.0</td>\\      <td>1011.0</td>\\      <td>10.4</td>\\      <td>1.6</td>\\    </tr>\\    <tr>\\      <th>2000-03-12</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>12</td>\\      <td>0.87</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>80.3</td>\\      <td>85.8</td>\\      <td>76.9</td>\\      <td>1010.6</td>\\      <td>12.0</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>2000-03-13</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>13</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>81.5</td>\\      <td>88.2</td>\\      <td>77.2</td>\\      <td>1010.7</td>\\      <td>9.9</td>\\      <td>2.8</td>\\    </tr>\\    <tr>\\      <th>2000-03-14</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>14</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>77.9</td>\\      <td>83.2</td>\\      <td>87.8</td>\\      <td>77.3</td>\\      <td>1010.1</td>\\      <td>10.4</td>\\      <td>3.3</td>\\    </tr>\\    <tr>\\      <th>2000-03-15</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>15</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>77.5</td>\\      <td>81.6</td>\\      <td>87.6</td>\\      <td>76.9</td>\\      <td>1008.6</td>\\      <td>9.3</td>\\      <td>3.4</td>\\    </tr>\\    <tr>\\      <th>2000-03-16</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>16</td>\\      <td>0.16</td>\\      <td>G</td>\\      <td>77.5</td>\\      <td>81.6</td>\\      <td>84.2</td>\\      <td>77.1</td>\\      <td>1007.4</td>\\      <td>8.4</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-03-17</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>17</td>\\      <td>0.16</td>\\      <td>G</td>\\      <td>74.3</td>\\      <td>76.3</td>\\      <td>77.4</td>\\      <td>74.5</td>\\      <td>1006.7</td>\\      <td>4.5</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>2000-03-18</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>18</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>74.3</td>\\      <td>77.1</td>\\      <td>80.1</td>\\      <td>75.8</td>\\      <td>1005.9</td>\\      <td>5.8</td>\\      <td>0.8</td>\\    </tr>\\    <tr>\\      <th>2000-03-19</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>19</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>80.8</td>\\      <td>86.7</td>\\      <td>77.4</td>\\      <td>1006.8</td>\\      <td>9.6</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>2000-03-20</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>20</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>79.8</td>\\      <td>83.3</td>\\      <td>77.0</td>\\      <td>1007.8</td>\\      <td>9.7</td>\\      <td>4.3</td>\\    </tr>\\    <tr>\\      <th>2000-03-21</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>21</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>78.4</td>\\      <td>83.8</td>\\      <td>76.5</td>\\      <td>1009.0</td>\\      <td>7.8</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-03-22</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>22</td>\\      <td>1.10</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>80.2</td>\\      <td>85.5</td>\\      <td>77.8</td>\\      <td>1010.0</td>\\      <td>8.9</td>\\      <td>0.5</td>\\    </tr>\\    <tr>\\      <th>2000-03-23</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>23</td>\\      <td>0.83</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>82.9</td>\\      <td>89.2</td>\\      <td>77.8</td>\\      <td>1010.2</td>\\      <td>10.8</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>2000-03-24</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>24</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>75.7</td>\\      <td>81.8</td>\\      <td>89.6</td>\\      <td>78.2</td>\\      <td>1011.1</td>\\      <td>10.3</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>2000-03-25</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>25</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>79.1</td>\\      <td>85.3</td>\\      <td>75.9</td>\\      <td>1012.0</td>\\      <td>8.2</td>\\      <td>4.9</td>\\    </tr>\\    <tr>\\      <th>2000-03-26</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>26</td>\\      <td>1.30</td>\\      <td>G</td>\\      <td>73.8</td>\\      <td>77.2</td>\\      <td>81.9</td>\\      <td>75.7</td>\\      <td>1012.2</td>\\      <td>6.2</td>\\      <td>4.3</td>\\    </tr>\\    <tr>\\      <th>2000-03-27</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>27</td>\\      <td>3.15</td>\\      <td>G</td>\\      <td>73.4</td>\\      <td>78.4</td>\\      <td>83.7</td>\\      <td>75.1</td>\\      <td>1011.8</td>\\      <td>8.3</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-03-28</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>28</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>82.6</td>\\      <td>88.3</td>\\      <td>77.1</td>\\      <td>1011.3</td>\\      <td>10.0</td>\\      <td>3.6</td>\\    </tr>\\    <tr>\\      <th>2000-03-29</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>29</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-03-30</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>30</td>\\      <td>0.79</td>\\      <td>G</td>\\      <td>77.5</td>\\      <td>80.2</td>\\      <td>86.4</td>\\      <td>77.6</td>\\      <td>1011.1</td>\\      <td>9.0</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-03-31</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>3</td>\\      <td>31</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>81.6</td>\\      <td>87.8</td>\\      <td>77.5</td>\\      <td>1009.4</td>\\      <td>10.8</td>\\      <td>2.6</td>\\    </tr>\\    <tr>\\      <th>2000-04-01</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>1</td>\\      <td>0.51</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>82.1</td>\\      <td>88.2</td>\\      <td>77.9</td>\\      <td>1008.8</td>\\      <td>10.4</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>2000-04-02</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>2</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>80.8</td>\\      <td>85.8</td>\\      <td>77.3</td>\\      <td>1008.6</td>\\      <td>9.9</td>\\      <td>2.8</td>\\    </tr>\\    <tr>\\      <th>2000-04-03</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>3</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>78.0</td>\\      <td>79.5</td>\\      <td>76.7</td>\\      <td>1009.5</td>\\      <td>8.3</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>2000-04-04</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>4</td>\\      <td>0.55</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>80.8</td>\\      <td>87.6</td>\\      <td>77.2</td>\\      <td>1008.3</td>\\      <td>9.7</td>\\      <td>1.6</td>\\    </tr>\\    <tr>\\      <th>2000-04-05</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>5</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>79.4</td>\\      <td>85.1</td>\\      <td>77.1</td>\\      <td>1008.7</td>\\      <td>7.1</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>2000-04-06</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>6</td>\\      <td>3.66</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>79.5</td>\\      <td>82.6</td>\\      <td>77.1</td>\\      <td>1010.0</td>\\      <td>7.3</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>2000-04-07</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>7</td>\\      <td>2.95</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>79.3</td>\\      <td>83.8</td>\\      <td>77.2</td>\\      <td>1011.2</td>\\      <td>7.4</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>2000-04-08</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>8</td>\\      <td>0.43</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>79.7</td>\\      <td>83.8</td>\\      <td>77.3</td>\\      <td>1010.7</td>\\      <td>8.4</td>\\      <td>2.7</td>\\    </tr>\\    <tr>\\      <th>2000-04-09</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>9</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>82.6</td>\\      <td>89.1</td>\\      <td>78.6</td>\\      <td>1010.6</td>\\      <td>10.3</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>2000-04-10</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>10</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>78.1</td>\\      <td>83.8</td>\\      <td>88.5</td>\\      <td>78.5</td>\\      <td>1011.2</td>\\      <td>10.4</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>2000-04-11</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>11</td>\\      <td>0.43</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>81.2</td>\\      <td>93.2</td>\\      <td>77.2</td>\\      <td>1010.0</td>\\      <td>10.4</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>2000-04-12</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>12</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>81.5</td>\\      <td>87.8</td>\\      <td>77.2</td>\\      <td>1009.5</td>\\      <td>10.0</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-04-13</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>13</td>\\      <td>0.24</td>\\      <td>G</td>\\      <td>78.4</td>\\      <td>83.5</td>\\      <td>89.2</td>\\      <td>78.6</td>\\      <td>1009.0</td>\\      <td>10.7</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-04-14</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>14</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-04-15</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>15</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>78.4</td>\\      <td>81.1</td>\\      <td>88.5</td>\\      <td>77.8</td>\\      <td>1009.5</td>\\      <td>9.1</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>2000-04-16</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>16</td>\\      <td>0.12</td>\\      <td>A</td>\\      <td>78.4</td>\\      <td>83.6</td>\\      <td>89.2</td>\\      <td>78.2</td>\\      <td>1009.6</td>\\      <td>10.4</td>\\      <td>2.7</td>\\    </tr>\\    <tr>\\      <th>2000-04-17</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>17</td>\\      <td>0.00</td>\\      <td>A</td>\\      <td>77.2</td>\\      <td>83.3</td>\\      <td>89.6</td>\\      <td>77.4</td>\\      <td>1010.8</td>\\      <td>10.6</td>\\      <td>2.3</td>\\    </tr>\\    <tr>\\      <th>2000-04-18</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>18</td>\\      <td>0.16</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>83.6</td>\\      <td>90.0</td>\\      <td>77.8</td>\\      <td>1010.4</td>\\      <td>11.0</td>\\      <td>2.7</td>\\    </tr>\\    <tr>\\      <th>2000-04-19</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>19</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.8</td>\\      <td>80.9</td>\\      <td>88.2</td>\\      <td>77.6</td>\\      <td>1009.5</td>\\      <td>9.1</td>\\      <td>0.8</td>\\    </tr>\\    <tr>\\      <th>2000-04-20</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>20</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>83.0</td>\\      <td>92.7</td>\\      <td>78.7</td>\\      <td>1009.2</td>\\      <td>10.0</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>2000-04-21</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>21</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>80.2</td>\\      <td>83.4</td>\\      <td>91.0</td>\\      <td>78.9</td>\\      <td>1009.9</td>\\      <td>10.8</td>\\      <td>1.6</td>\\    </tr>\\    <tr>\\      <th>2000-04-22</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>22</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>80.2</td>\\      <td>85.3</td>\\      <td>91.4</td>\\      <td>79.3</td>\\      <td>1009.5</td>\\      <td>10.6</td>\\      <td>2.6</td>\\    </tr>\\    <tr>\\      <th>2000-04-23</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>23</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-04-24</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>24</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>77.0</td>\\      <td>85.4</td>\\      <td>90.9</td>\\      <td>78.9</td>\\      <td>1009.3</td>\\      <td>10.4</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-04-25</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>25</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>79.9</td>\\      <td>86.4</td>\\      <td>90.3</td>\\      <td>79.6</td>\\      <td>1008.8</td>\\      <td>10.6</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>2000-04-26</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>26</td>\\      <td>0.39</td>\\      <td>G</td>\\      <td>79.5</td>\\      <td>86.4</td>\\      <td>92.7</td>\\      <td>80.1</td>\\      <td>1009.5</td>\\      <td>10.5</td>\\      <td>2.4</td>\\    </tr>\\    <tr>\\      <th>2000-04-27</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>27</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-04-28</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>28</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>80.2</td>\\      <td>85.6</td>\\      <td>91.0</td>\\      <td>78.8</td>\\      <td>1010.6</td>\\      <td>10.5</td>\\      <td>2.7</td>\\    </tr>\\    <tr>\\      <th>2000-04-29</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>29</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-04-30</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>4</td>\\      <td>30</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-05-01</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>1</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-05-02</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>2</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-05-03</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>3</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-05-04</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>4</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-05-05</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>5</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-05-06</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>6</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-05-07</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>7</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-05-08</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>8</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-05-09</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>9</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-05-10</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>10</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-05-11</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>11</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-05-12</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>12</td>\\      <td>1.02</td>\\      <td>B</td>\\      <td>59.7</td>\\      <td>78.6</td>\\      <td>91.0</td>\\      <td>78.3</td>\\      <td>1006.6</td>\\      <td>9.9</td>\\      <td>0.8</td>\\    </tr>\\    <tr>\\      <th>2000-05-13</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>13</td>\\      <td>2.00</td>\\      <td>C</td>\\      <td>75.9</td>\\      <td>78.9</td>\\      <td>84.2</td>\\      <td>78.6</td>\\      <td>1007.5</td>\\      <td>9.3</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>2000-05-14</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>14</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>75.9</td>\\      <td>83.7</td>\\      <td>90.7</td>\\      <td>79.0</td>\\      <td>1008.7</td>\\      <td>10.6</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-05-15</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>15</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>71.6</td>\\      <td>79.5</td>\\      <td>91.2</td>\\      <td>77.8</td>\\      <td>1008.0</td>\\      <td>10.4</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>2000-05-16</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>16</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>70.2</td>\\      <td>82.0</td>\\      <td>91.2</td>\\      <td>77.9</td>\\      <td>1006.9</td>\\      <td>10.3</td>\\      <td>2.7</td>\\    </tr>\\    <tr>\\      <th>2000-05-17</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>17</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>78.8</td>\\      <td>84.1</td>\\      <td>90.9</td>\\      <td>78.3</td>\\      <td>1006.4</td>\\      <td>10.1</td>\\      <td>3.1</td>\\    </tr>\\    <tr>\\      <th>2000-05-18</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>18</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>78.8</td>\\      <td>85.5</td>\\      <td>90.7</td>\\      <td>78.6</td>\\      <td>1006.4</td>\\      <td>10.6</td>\\      <td>5.5</td>\\    </tr>\\    <tr>\\      <th>2000-05-19</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>19</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>78.4</td>\\      <td>83.4</td>\\      <td>89.8</td>\\      <td>78.6</td>\\      <td>1007.6</td>\\      <td>9.6</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>2000-05-20</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>20</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>78.4</td>\\      <td>84.0</td>\\      <td>92.5</td>\\      <td>78.3</td>\\      <td>1008.3</td>\\      <td>10.7</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-05-21</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>21</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>84.6</td>\\      <td>91.4</td>\\      <td>78.7</td>\\      <td>1009.8</td>\\      <td>9.8</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-05-22</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>22</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>79.0</td>\\      <td>85.9</td>\\      <td>93.0</td>\\      <td>79.1</td>\\      <td>1010.0</td>\\      <td>11.0</td>\\      <td>2.4</td>\\    </tr>\\    <tr>\\      <th>2000-05-23</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>23</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>86.3</td>\\      <td>93.7</td>\\      <td>79.7</td>\\      <td>1009.3</td>\\      <td>10.5</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>2000-05-24</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>24</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>84.7</td>\\      <td>91.0</td>\\      <td>79.5</td>\\      <td>1008.9</td>\\      <td>10.5</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>2000-05-25</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>25</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>85.8</td>\\      <td>92.3</td>\\      <td>79.3</td>\\      <td>1008.6</td>\\      <td>10.9</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>2000-05-26</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>26</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>72.0</td>\\      <td>83.2</td>\\      <td>91.8</td>\\      <td>79.3</td>\\      <td>1008.2</td>\\      <td>10.7</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-05-27</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>27</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>79.5</td>\\      <td>85.6</td>\\      <td>92.8</td>\\      <td>80.0</td>\\      <td>1007.7</td>\\      <td>10.4</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>2000-05-28</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>28</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>84.4</td>\\      <td>90.3</td>\\      <td>79.5</td>\\      <td>1008.2</td>\\      <td>10.3</td>\\      <td>3.6</td>\\    </tr>\\    <tr>\\      <th>2000-05-29</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>29</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>78.6</td>\\      <td>83.1</td>\\      <td>89.2</td>\\      <td>79.2</td>\\      <td>1008.9</td>\\      <td>10.1</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-05-30</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>30</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>79.3</td>\\      <td>83.7</td>\\      <td>88.3</td>\\      <td>77.9</td>\\      <td>1009.4</td>\\      <td>9.6</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>2000-05-31</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>5</td>\\      <td>31</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>80.6</td>\\      <td>85.7</td>\\      <td>91.0</td>\\      <td>78.8</td>\\      <td>1008.7</td>\\      <td>10.7</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-06-01</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>1</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>84.0</td>\\      <td>91.8</td>\\      <td>78.5</td>\\      <td>1008.6</td>\\      <td>10.9</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>2000-06-02</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>2</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>81.2</td>\\      <td>84.6</td>\\      <td>78.5</td>\\      <td>1008.7</td>\\      <td>8.7</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-06-03</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>3</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>83.2</td>\\      <td>88.5</td>\\      <td>79.3</td>\\      <td>1008.2</td>\\      <td>10.3</td>\\      <td>2.4</td>\\    </tr>\\    <tr>\\      <th>2000-06-04</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>4</td>\\      <td>0.28</td>\\      <td>G</td>\\      <td>78.1</td>\\      <td>84.4</td>\\      <td>90.3</td>\\      <td>79.8</td>\\      <td>1008.6</td>\\      <td>9.9</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-06-05</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>5</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>79.2</td>\\      <td>85.3</td>\\      <td>92.1</td>\\      <td>80.0</td>\\      <td>1009.2</td>\\      <td>10.3</td>\\      <td>1.3</td>\\    </tr>\\    <tr>\\      <th>2000-06-06</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>6</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>79.2</td>\\      <td>84.7</td>\\      <td>92.7</td>\\      <td>79.3</td>\\      <td>1009.7</td>\\      <td>11.0</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>2000-06-07</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>7</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>78.1</td>\\      <td>84.2</td>\\      <td>92.8</td>\\      <td>79.0</td>\\      <td>1010.2</td>\\      <td>10.1</td>\\      <td>1.1</td>\\    </tr>\\    <tr>\\      <th>2000-06-08</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>8</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>77.7</td>\\      <td>85.9</td>\\      <td>91.9</td>\\      <td>79.0</td>\\      <td>1010.6</td>\\      <td>10.7</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-06-09</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>9</td>\\      <td>0.08</td>\\      <td>B</td>\\      <td>78.8</td>\\      <td>81.0</td>\\      <td>83.8</td>\\      <td>78.1</td>\\      <td>1010.8</td>\\      <td>9.3</td>\\      <td>0.3</td>\\    </tr>\\    <tr>\\      <th>2000-06-10</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>10</td>\\      <td>1.42</td>\\      <td>A</td>\\      <td>72.7</td>\\      <td>79.9</td>\\      <td>88.9</td>\\      <td>78.0</td>\\      <td>1010.5</td>\\      <td>10.4</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>2000-06-11</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>11</td>\\      <td>0.08</td>\\      <td>A</td>\\      <td>76.3</td>\\      <td>83.0</td>\\      <td>89.6</td>\\      <td>78.7</td>\\      <td>1009.8</td>\\      <td>10.9</td>\\      <td>2.8</td>\\    </tr>\\    <tr>\\      <th>2000-06-12</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>12</td>\\      <td>0.08</td>\\      <td>A</td>\\      <td>76.3</td>\\      <td>84.1</td>\\      <td>91.0</td>\\      <td>78.9</td>\\      <td>1008.8</td>\\      <td>11.0</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-06-13</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>13</td>\\      <td>0.12</td>\\      <td>A</td>\\      <td>77.0</td>\\      <td>84.6</td>\\      <td>92.1</td>\\      <td>79.0</td>\\      <td>1008.2</td>\\      <td>10.4</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-06-14</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>14</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>78.3</td>\\      <td>83.6</td>\\      <td>90.5</td>\\      <td>79.5</td>\\      <td>1008.2</td>\\      <td>10.0</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>2000-06-15</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>15</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>78.3</td>\\      <td>86.4</td>\\      <td>90.9</td>\\      <td>79.4</td>\\      <td>1008.1</td>\\      <td>9.2</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-06-16</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>16</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>78.8</td>\\      <td>83.6</td>\\      <td>90.7</td>\\      <td>78.5</td>\\      <td>1009.1</td>\\      <td>11.2</td>\\      <td>1.1</td>\\    </tr>\\    <tr>\\      <th>2000-06-17</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>17</td>\\      <td>1.18</td>\\      <td>A</td>\\      <td>73.2</td>\\      <td>79.1</td>\\      <td>92.5</td>\\      <td>76.3</td>\\      <td>1009.9</td>\\      <td>10.5</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>2000-06-18</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>18</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>75.2</td>\\      <td>78.8</td>\\      <td>82.4</td>\\      <td>76.2</td>\\      <td>1010.0</td>\\      <td>10.9</td>\\      <td>0.6</td>\\    </tr>\\    <tr>\\      <th>2000-06-19</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>19</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>75.0</td>\\      <td>83.5</td>\\      <td>89.2</td>\\      <td>78.2</td>\\      <td>1010.0</td>\\      <td>10.7</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-06-20</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>20</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>82.2</td>\\      <td>90.3</td>\\      <td>77.1</td>\\      <td>1010.7</td>\\      <td>10.8</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>2000-06-21</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>21</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>82.4</td>\\      <td>90.5</td>\\      <td>78.1</td>\\      <td>1011.3</td>\\      <td>10.0</td>\\      <td>0.7</td>\\    </tr>\\    <tr>\\      <th>2000-06-22</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>22</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>76.6</td>\\      <td>84.3</td>\\      <td>88.7</td>\\      <td>78.8</td>\\      <td>1010.6</td>\\      <td>10.8</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-06-23</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>23</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>82.1</td>\\      <td>88.9</td>\\      <td>78.7</td>\\      <td>1009.6</td>\\      <td>9.7</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>2000-06-24</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>24</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>82.7</td>\\      <td>88.2</td>\\      <td>78.1</td>\\      <td>1009.0</td>\\      <td>10.0</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-06-25</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>25</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>82.8</td>\\      <td>89.2</td>\\      <td>77.9</td>\\      <td>1009.5</td>\\      <td>10.9</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-06-26</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>26</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>75.7</td>\\      <td>78.8</td>\\      <td>86.0</td>\\      <td>76.5</td>\\      <td>1009.1</td>\\      <td>9.3</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-06-27</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>27</td>\\      <td>0.71</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>84.0</td>\\      <td>88.9</td>\\      <td>78.7</td>\\      <td>1007.2</td>\\      <td>10.9</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>2000-06-28</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>28</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>83.7</td>\\      <td>89.6</td>\\      <td>77.7</td>\\      <td>1006.7</td>\\      <td>10.4</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>2000-06-29</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>29</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>82.8</td>\\      <td>87.3</td>\\      <td>78.4</td>\\      <td>1005.9</td>\\      <td>9.7</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-06-30</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>6</td>\\      <td>30</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>79.7</td>\\      <td>87.4</td>\\      <td>77.3</td>\\      <td>1006.5</td>\\      <td>9.2</td>\\      <td>0.7</td>\\    </tr>\\    <tr>\\      <th>2000-07-01</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>1</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>79.2</td>\\      <td>87.1</td>\\      <td>77.3</td>\\      <td>1005.9</td>\\      <td>9.8</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>2000-07-02</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>2</td>\\      <td>1.06</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>80.9</td>\\      <td>86.7</td>\\      <td>78.1</td>\\      <td>1005.5</td>\\      <td>9.9</td>\\      <td>1.6</td>\\    </tr>\\    <tr>\\      <th>2000-07-03</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>3</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>71.6</td>\\      <td>81.4</td>\\      <td>86.4</td>\\      <td>77.8</td>\\      <td>1003.3</td>\\      <td>9.0</td>\\      <td>2.3</td>\\    </tr>\\    <tr>\\      <th>2000-07-04</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>4</td>\\      <td>0.75</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>78.2</td>\\      <td>95.5</td>\\      <td>76.4</td>\\      <td>1003.4</td>\\      <td>8.3</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-07-05</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>5</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-07-06</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>6</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>78.8</td>\\      <td>83.7</td>\\      <td>90.1</td>\\      <td>76.9</td>\\      <td>1005.5</td>\\      <td>9.4</td>\\      <td>6.1</td>\\    </tr>\\    <tr>\\      <th>2000-07-07</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>7</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-07-08</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>8</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>78.8</td>\\      <td>84.7</td>\\      <td>89.6</td>\\      <td>76.6</td>\\      <td>1004.2</td>\\      <td>10.4</td>\\      <td>5.2</td>\\    </tr>\\    <tr>\\      <th>2000-07-09</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>9</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>78.8</td>\\      <td>83.0</td>\\      <td>90.9</td>\\      <td>77.5</td>\\      <td>1006.2</td>\\      <td>10.7</td>\\      <td>4.2</td>\\    </tr>\\    <tr>\\      <th>2000-07-10</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>10</td>\\      <td>0.13</td>\\      <td>C</td>\\      <td>77.5</td>\\      <td>82.9</td>\\      <td>88.7</td>\\      <td>78.7</td>\\      <td>1008.5</td>\\      <td>9.9</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-07-11</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>11</td>\\      <td>0.08</td>\\      <td>B</td>\\      <td>77.0</td>\\      <td>78.9</td>\\      <td>81.7</td>\\      <td>76.1</td>\\      <td>1009.2</td>\\      <td>9.8</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>2000-07-12</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>12</td>\\      <td>0.28</td>\\      <td>A</td>\\      <td>75.7</td>\\      <td>77.0</td>\\      <td>79.2</td>\\      <td>75.5</td>\\      <td>1006.6</td>\\      <td>5.0</td>\\      <td>2.3</td>\\    </tr>\\    <tr>\\      <th>2000-07-13</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>13</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>77.7</td>\\      <td>82.0</td>\\      <td>75.5</td>\\      <td>1003.6</td>\\      <td>6.3</td>\\      <td>3.6</td>\\    </tr>\\    <tr>\\      <th>2000-07-14</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>14</td>\\      <td>1.81</td>\\      <td>G</td>\\      <td>75.7</td>\\      <td>79.3</td>\\      <td>83.3</td>\\      <td>76.3</td>\\      <td>1005.0</td>\\      <td>7.0</td>\\      <td>2.7</td>\\    </tr>\\    <tr>\\      <th>2000-07-15</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>15</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>79.0</td>\\      <td>84.4</td>\\      <td>76.1</td>\\      <td>1007.2</td>\\      <td>9.3</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>2000-07-16</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>16</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>82.7</td>\\      <td>88.9</td>\\      <td>79.0</td>\\      <td>1010.3</td>\\      <td>10.9</td>\\      <td>0.8</td>\\    </tr>\\    <tr>\\      <th>2000-07-17</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>17</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>82.6</td>\\      <td>90.5</td>\\      <td>77.5</td>\\      <td>1009.7</td>\\      <td>10.4</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>2000-07-18</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>18</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>84.3</td>\\      <td>87.4</td>\\      <td>77.3</td>\\      <td>1008.2</td>\\      <td>10.4</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>2000-07-19</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>19</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>75.0</td>\\      <td>79.1</td>\\      <td>85.5</td>\\      <td>75.3</td>\\      <td>1007.1</td>\\      <td>9.9</td>\\      <td>1.1</td>\\    </tr>\\    <tr>\\      <th>2000-07-20</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>20</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>74.7</td>\\      <td>80.4</td>\\      <td>88.7</td>\\      <td>76.2</td>\\      <td>1008.3</td>\\      <td>9.9</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>2000-07-21</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>21</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>76.9</td>\\      <td>79.2</td>\\      <td>75.0</td>\\      <td>1008.2</td>\\      <td>7.5</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>2000-07-22</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>22</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>79.5</td>\\      <td>85.1</td>\\      <td>75.3</td>\\      <td>1006.2</td>\\      <td>9.9</td>\\      <td>3.3</td>\\    </tr>\\    <tr>\\      <th>2000-07-23</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>23</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>75.7</td>\\      <td>80.4</td>\\      <td>86.4</td>\\      <td>76.2</td>\\      <td>1006.4</td>\\      <td>9.9</td>\\      <td>4.1</td>\\    </tr>\\    <tr>\\      <th>2000-07-24</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>24</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>81.7</td>\\      <td>88.3</td>\\      <td>76.3</td>\\      <td>1008.0</td>\\      <td>9.9</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>2000-07-25</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>25</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>82.4</td>\\      <td>89.2</td>\\      <td>77.5</td>\\      <td>1009.6</td>\\      <td>10.5</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>2000-07-26</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>26</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>83.8</td>\\      <td>90.1</td>\\      <td>77.6</td>\\      <td>1008.1</td>\\      <td>10.7</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>2000-07-27</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>27</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>84.6</td>\\      <td>90.5</td>\\      <td>77.0</td>\\      <td>1007.8</td>\\      <td>10.9</td>\\      <td>3.3</td>\\    </tr>\\    <tr>\\      <th>2000-07-28</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>28</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>83.6</td>\\      <td>90.7</td>\\      <td>76.7</td>\\      <td>1008.8</td>\\      <td>11.2</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>2000-07-29</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>29</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>77.0</td>\\      <td>87.3</td>\\      <td>92.1</td>\\      <td>78.4</td>\\      <td>1009.2</td>\\      <td>11.2</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-07-30</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>30</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>77.0</td>\\      <td>84.9</td>\\      <td>92.1</td>\\      <td>76.9</td>\\      <td>1009.6</td>\\      <td>11.2</td>\\      <td>1.6</td>\\    </tr>\\    <tr>\\      <th>2000-07-31</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>7</td>\\      <td>31</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>77.0</td>\\      <td>83.3</td>\\      <td>92.5</td>\\      <td>77.7</td>\\      <td>1008.9</td>\\      <td>11.0</td>\\      <td>0.7</td>\\    </tr>\\    <tr>\\      <th>2000-08-01</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>1</td>\\      <td>0.00</td>\\      <td>A</td>\\      <td>74.5</td>\\      <td>81.4</td>\\      <td>87.4</td>\\      <td>77.5</td>\\      <td>1009.0</td>\\      <td>10.7</td>\\      <td>0.6</td>\\    </tr>\\    <tr>\\      <th>2000-08-02</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>2</td>\\      <td>0.06</td>\\      <td>B</td>\\      <td>76.8</td>\\      <td>82.3</td>\\      <td>86.4</td>\\      <td>76.6</td>\\      <td>1008.2</td>\\      <td>9.9</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>2000-08-03</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>3</td>\\      <td>0.11</td>\\      <td>B</td>\\      <td>74.3</td>\\      <td>81.0</td>\\      <td>88.9</td>\\      <td>76.0</td>\\      <td>1008.2</td>\\      <td>10.9</td>\\      <td>1.1</td>\\    </tr>\\    <tr>\\      <th>2000-08-04</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>4</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>76.3</td>\\      <td>80.0</td>\\      <td>85.3</td>\\      <td>76.3</td>\\      <td>1009.1</td>\\      <td>9.1</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-08-05</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>5</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-08-06</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>6</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>75.6</td>\\      <td>79.3</td>\\      <td>86.7</td>\\      <td>75.7</td>\\      <td>1009.6</td>\\      <td>9.7</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-08-07</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>7</td>\\      <td>0.12</td>\\      <td>A</td>\\      <td>75.6</td>\\      <td>81.0</td>\\      <td>89.1</td>\\      <td>77.2</td>\\      <td>1009.5</td>\\      <td>10.3</td>\\      <td>1.3</td>\\    </tr>\\    <tr>\\      <th>2000-08-08</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>8</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>76.1</td>\\      <td>82.2</td>\\      <td>89.2</td>\\      <td>77.2</td>\\      <td>1009.7</td>\\      <td>9.4</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-08-09</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>9</td>\\      <td>0.67</td>\\      <td>G</td>\\      <td>73.0</td>\\      <td>82.3</td>\\      <td>91.4</td>\\      <td>78.3</td>\\      <td>1007.4</td>\\      <td>9.3</td>\\      <td>0.2</td>\\    </tr>\\    <tr>\\      <th>2000-08-10</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>10</td>\\      <td>0.39</td>\\      <td>G</td>\\      <td>76.8</td>\\      <td>81.7</td>\\      <td>87.4</td>\\      <td>78.5</td>\\      <td>1006.1</td>\\      <td>9.6</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>2000-08-11</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>11</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>78.1</td>\\      <td>82.6</td>\\      <td>89.2</td>\\      <td>78.2</td>\\      <td>1006.5</td>\\      <td>10.6</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>2000-08-12</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>12</td>\\      <td>0.01</td>\\      <td>A</td>\\      <td>79.2</td>\\      <td>82.6</td>\\      <td>87.4</td>\\      <td>78.5</td>\\      <td>1009.0</td>\\      <td>10.1</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>2000-08-13</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>13</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>84.7</td>\\      <td>88.5</td>\\      <td>78.6</td>\\      <td>1010.1</td>\\      <td>10.8</td>\\      <td>2.3</td>\\    </tr>\\    <tr>\\      <th>2000-08-14</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>14</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>82.0</td>\\      <td>88.9</td>\\      <td>77.9</td>\\      <td>1009.9</td>\\      <td>10.3</td>\\      <td>0.6</td>\\    </tr>\\    <tr>\\      <th>2000-08-15</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>15</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>81.7</td>\\      <td>91.0</td>\\      <td>76.8</td>\\      <td>1007.7</td>\\      <td>10.9</td>\\      <td>0.6</td>\\    </tr>\\    <tr>\\      <th>2000-08-16</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>16</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>81.8</td>\\      <td>91.2</td>\\      <td>77.3</td>\\      <td>1007.1</td>\\      <td>10.3</td>\\      <td>0.5</td>\\    </tr>\\    <tr>\\      <th>2000-08-17</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>17</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-08-18</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>18</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>82.3</td>\\      <td>87.1</td>\\      <td>77.9</td>\\      <td>1007.3</td>\\      <td>10.3</td>\\      <td>1.3</td>\\    </tr>\\    <tr>\\      <th>2000-08-19</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>19</td>\\      <td>0.91</td>\\      <td>G</td>\\      <td>79.5</td>\\      <td>83.8</td>\\      <td>86.4</td>\\      <td>77.2</td>\\      <td>1006.5</td>\\      <td>11.2</td>\\      <td>3.4</td>\\    </tr>\\    <tr>\\      <th>2000-08-20</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>20</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-08-21</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>21</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-08-22</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>22</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>77.2</td>\\      <td>79.5</td>\\      <td>81.9</td>\\      <td>76.0</td>\\      <td>1008.1</td>\\      <td>8.3</td>\\      <td>3.1</td>\\    </tr>\\    <tr>\\      <th>2000-08-23</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>23</td>\\      <td>0.39</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>82.1</td>\\      <td>88.7</td>\\      <td>76.5</td>\\      <td>1009.1</td>\\      <td>10.9</td>\\      <td>2.8</td>\\    </tr>\\    <tr>\\      <th>2000-08-24</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>24</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>74.7</td>\\      <td>81.2</td>\\      <td>90.5</td>\\      <td>76.2</td>\\      <td>1008.4</td>\\      <td>10.4</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-08-25</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>25</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.5</td>\\      <td>82.4</td>\\      <td>87.4</td>\\      <td>77.2</td>\\      <td>1007.6</td>\\      <td>10.1</td>\\      <td>0.8</td>\\    </tr>\\    <tr>\\      <th>2000-08-26</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>26</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>76.5</td>\\      <td>84.1</td>\\      <td>90.7</td>\\      <td>77.5</td>\\      <td>1006.8</td>\\      <td>11.2</td>\\      <td>4.2</td>\\    </tr>\\    <tr>\\      <th>2000-08-27</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>27</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>79.3</td>\\      <td>84.0</td>\\      <td>90.0</td>\\      <td>77.0</td>\\      <td>1007.3</td>\\      <td>11.2</td>\\      <td>3.6</td>\\    </tr>\\    <tr>\\      <th>2000-08-28</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>28</td>\\      <td>0.24</td>\\      <td>G</td>\\      <td>79.3</td>\\      <td>84.2</td>\\      <td>88.5</td>\\      <td>76.7</td>\\      <td>1005.6</td>\\      <td>11.0</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>2000-08-29</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>29</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>81.6</td>\\      <td>84.9</td>\\      <td>75.8</td>\\      <td>1005.0</td>\\      <td>10.3</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>2000-08-30</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>30</td>\\      <td>0.20</td>\\      <td>G</td>\\      <td>78.4</td>\\      <td>82.7</td>\\      <td>89.2</td>\\      <td>76.7</td>\\      <td>1006.5</td>\\      <td>10.6</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>2000-08-31</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>8</td>\\      <td>31</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>78.1</td>\\      <td>84.6</td>\\      <td>90.1</td>\\      <td>76.8</td>\\      <td>1008.2</td>\\      <td>11.2</td>\\      <td>3.1</td>\\    </tr>\\    <tr>\\      <th>2000-09-01</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>1</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>81.9</td>\\      <td>89.6</td>\\      <td>77.2</td>\\      <td>1009.0</td>\\      <td>10.1</td>\\      <td>3.1</td>\\    </tr>\\    <tr>\\      <th>2000-09-02</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>2</td>\\      <td>0.39</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>78.6</td>\\      <td>84.0</td>\\      <td>76.3</td>\\      <td>1008.2</td>\\      <td>8.7</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-09-03</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>3</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>82.0</td>\\      <td>85.3</td>\\      <td>77.0</td>\\      <td>1007.2</td>\\      <td>8.5</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>2000-09-04</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>4</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>78.4</td>\\      <td>83.5</td>\\      <td>89.2</td>\\      <td>77.0</td>\\      <td>1006.6</td>\\      <td>10.7</td>\\      <td>3.6</td>\\    </tr>\\    <tr>\\      <th>2000-09-05</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>5</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>82.6</td>\\      <td>87.6</td>\\      <td>77.0</td>\\      <td>1006.4</td>\\      <td>11.2</td>\\      <td>3.6</td>\\    </tr>\\    <tr>\\      <th>2000-09-06</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>6</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>83.6</td>\\      <td>90.0</td>\\      <td>76.4</td>\\      <td>1006.7</td>\\      <td>10.2</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>2000-09-07</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>7</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>85.1</td>\\      <td>89.2</td>\\      <td>77.0</td>\\      <td>1006.4</td>\\      <td>11.2</td>\\      <td>6.8</td>\\    </tr>\\    <tr>\\      <th>2000-09-08</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>8</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>85.2</td>\\      <td>89.6</td>\\      <td>76.9</td>\\      <td>1006.6</td>\\      <td>10.8</td>\\      <td>5.1</td>\\    </tr>\\    <tr>\\      <th>2000-09-09</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>9</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>81.8</td>\\      <td>87.1</td>\\      <td>78.0</td>\\      <td>1007.0</td>\\      <td>9.9</td>\\      <td>3.2</td>\\    </tr>\\    <tr>\\      <th>2000-09-10</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>10</td>\\      <td>0.55</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>81.8</td>\\      <td>85.5</td>\\      <td>77.5</td>\\      <td>1005.5</td>\\      <td>9.6</td>\\      <td>2.8</td>\\    </tr>\\    <tr>\\      <th>2000-09-11</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>11</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>83.5</td>\\      <td>88.3</td>\\      <td>76.0</td>\\      <td>1004.4</td>\\      <td>10.5</td>\\      <td>5.3</td>\\    </tr>\\    <tr>\\      <th>2000-09-12</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>12</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>77.2</td>\\      <td>80.7</td>\\      <td>82.9</td>\\      <td>76.1</td>\\      <td>1005.4</td>\\      <td>9.3</td>\\      <td>5.5</td>\\    </tr>\\    <tr>\\      <th>2000-09-13</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>13</td>\\      <td>1.02</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>80.4</td>\\      <td>87.1</td>\\      <td>76.2</td>\\      <td>1005.4</td>\\      <td>9.1</td>\\      <td>5.6</td>\\    </tr>\\    <tr>\\      <th>2000-09-14</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>14</td>\\      <td>0.20</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>82.2</td>\\      <td>88.9</td>\\      <td>76.6</td>\\      <td>1006.1</td>\\      <td>10.9</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>2000-09-15</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>15</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>78.4</td>\\      <td>82.8</td>\\      <td>89.6</td>\\      <td>77.3</td>\\      <td>1008.2</td>\\      <td>11.5</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>2000-09-16</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>16</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>83.8</td>\\      <td>90.3</td>\\      <td>76.9</td>\\      <td>1010.1</td>\\      <td>10.2</td>\\      <td>1.6</td>\\    </tr>\\    <tr>\\      <th>2000-09-17</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>17</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>83.6</td>\\      <td>90.0</td>\\      <td>77.9</td>\\      <td>1010.1</td>\\      <td>11.2</td>\\      <td>1.1</td>\\    </tr>\\    <tr>\\      <th>2000-09-18</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>18</td>\\      <td>0.03</td>\\      <td>A</td>\\      <td>75.9</td>\\      <td>81.9</td>\\      <td>89.1</td>\\      <td>77.7</td>\\      <td>1010.0</td>\\      <td>10.3</td>\\      <td>1.3</td>\\    </tr>\\    <tr>\\      <th>2000-09-19</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>19</td>\\      <td>0.93</td>\\      <td>C</td>\\      <td>75.6</td>\\      <td>83.0</td>\\      <td>89.2</td>\\      <td>77.8</td>\\      <td>1009.6</td>\\      <td>10.4</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>2000-09-20</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>20</td>\\      <td>0.08</td>\\      <td>B</td>\\      <td>78.3</td>\\      <td>81.9</td>\\      <td>86.0</td>\\      <td>78.3</td>\\      <td>1009.7</td>\\      <td>9.2</td>\\      <td>3.2</td>\\    </tr>\\    <tr>\\      <th>2000-09-21</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>21</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>83.2</td>\\      <td>89.2</td>\\      <td>78.6</td>\\      <td>1011.3</td>\\      <td>11.2</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-09-22</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>22</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>76.8</td>\\      <td>82.5</td>\\      <td>91.0</td>\\      <td>77.8</td>\\      <td>1010.8</td>\\      <td>9.7</td>\\      <td>1.3</td>\\    </tr>\\    <tr>\\      <th>2000-09-23</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>23</td>\\      <td>0.16</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>81.2</td>\\      <td>87.8</td>\\      <td>77.8</td>\\      <td>1010.3</td>\\      <td>10.3</td>\\      <td>1.3</td>\\    </tr>\\    <tr>\\      <th>2000-09-24</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>24</td>\\      <td>0.28</td>\\      <td>G</td>\\      <td>75.7</td>\\      <td>81.5</td>\\      <td>89.1</td>\\      <td>77.3</td>\\      <td>1007.1</td>\\      <td>9.6</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-09-25</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>25</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>80.3</td>\\      <td>87.4</td>\\      <td>76.0</td>\\      <td>1007.5</td>\\      <td>8.5</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>2000-09-26</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>26</td>\\      <td>1.46</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>80.3</td>\\      <td>87.1</td>\\      <td>76.3</td>\\      <td>1010.3</td>\\      <td>10.3</td>\\      <td>1.0</td>\\    </tr>\\    <tr>\\      <th>2000-09-27</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>27</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>80.9</td>\\      <td>88.5</td>\\      <td>76.4</td>\\      <td>1010.5</td>\\      <td>10.9</td>\\      <td>0.8</td>\\    </tr>\\    <tr>\\      <th>2000-09-28</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>28</td>\\      <td>0.28</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>81.4</td>\\      <td>88.9</td>\\      <td>76.3</td>\\      <td>1010.8</td>\\      <td>11.2</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>2000-09-29</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>29</td>\\      <td>0.28</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>82.1</td>\\      <td>87.4</td>\\      <td>75.9</td>\\      <td>1011.1</td>\\      <td>10.5</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-09-30</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>9</td>\\      <td>30</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>82.1</td>\\      <td>87.4</td>\\      <td>78.0</td>\\      <td>1012.1</td>\\      <td>10.3</td>\\      <td>1.6</td>\\    </tr>\\    <tr>\\      <th>2000-10-01</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>1</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>83.4</td>\\      <td>89.6</td>\\      <td>77.9</td>\\      <td>1011.7</td>\\      <td>11.2</td>\\      <td>2.7</td>\\    </tr>\\    <tr>\\      <th>2000-10-02</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>2</td>\\      <td>0.24</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>83.3</td>\\      <td>90.3</td>\\      <td>77.8</td>\\      <td>1010.5</td>\\      <td>10.7</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>2000-10-03</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>3</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>83.2</td>\\      <td>90.0</td>\\      <td>76.7</td>\\      <td>1009.8</td>\\      <td>9.9</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>2000-10-04</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>4</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>82.0</td>\\      <td>89.1</td>\\      <td>76.7</td>\\      <td>1009.7</td>\\      <td>10.1</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-10-05</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>5</td>\\      <td>0.51</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>82.4</td>\\      <td>88.3</td>\\      <td>76.6</td>\\      <td>1010.3</td>\\      <td>9.7</td>\\      <td>2.6</td>\\    </tr>\\    <tr>\\      <th>2000-10-06</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>6</td>\\      <td>0.51</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>82.2</td>\\      <td>89.2</td>\\      <td>76.5</td>\\      <td>1008.6</td>\\      <td>10.5</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>2000-10-07</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>7</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>79.0</td>\\      <td>86.2</td>\\      <td>76.1</td>\\      <td>1007.4</td>\\      <td>9.6</td>\\      <td>2.2</td>\\    </tr>\\    <tr>\\      <th>2000-10-08</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>8</td>\\      <td>0.16</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>81.6</td>\\      <td>88.7</td>\\      <td>77.4</td>\\      <td>1006.9</td>\\      <td>10.1</td>\\      <td>3.3</td>\\    </tr>\\    <tr>\\      <th>2000-10-09</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>9</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>80.3</td>\\      <td>87.1</td>\\      <td>76.7</td>\\      <td>1006.8</td>\\      <td>9.4</td>\\      <td>5.2</td>\\    </tr>\\    <tr>\\      <th>2000-10-10</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>10</td>\\      <td>2.72</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>81.5</td>\\      <td>88.2</td>\\      <td>77.1</td>\\      <td>1008.3</td>\\      <td>10.4</td>\\      <td>2.5</td>\\    </tr>\\    <tr>\\      <th>2000-10-11</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>11</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>80.6</td>\\      <td>89.1</td>\\      <td>76.8</td>\\      <td>1008.9</td>\\      <td>9.6</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>2000-10-12</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>12</td>\\      <td>0.16</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>83.3</td>\\      <td>90.3</td>\\      <td>78.7</td>\\      <td>1007.1</td>\\      <td>10.3</td>\\      <td>3.4</td>\\    </tr>\\    <tr>\\      <th>2000-10-13</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>13</td>\\      <td>0.00</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>83.0</td>\\      <td>87.8</td>\\      <td>77.5</td>\\      <td>1006.4</td>\\      <td>9.2</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-10-14</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>14</td>\\      <td>0.75</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>80.7</td>\\      <td>87.4</td>\\      <td>77.5</td>\\      <td>1007.4</td>\\      <td>9.5</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>2000-10-15</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>15</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-10-16</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>16</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-10-17</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>17</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>77.9</td>\\      <td>82.0</td>\\      <td>88.9</td>\\      <td>78.1</td>\\      <td>1007.4</td>\\      <td>10.3</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>2000-10-18</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>18</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-10-19</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>19</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-10-20</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>20</td>\\      <td>0.02</td>\\      <td>G</td>\\      <td>78.8</td>\\      <td>82.5</td>\\      <td>89.6</td>\\      <td>77.7</td>\\      <td>1010.0</td>\\      <td>10.3</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>2000-10-21</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>21</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-10-22</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>22</td>\\      <td>0.16</td>\\      <td>A</td>\\      <td>75.4</td>\\      <td>82.9</td>\\      <td>90.0</td>\\      <td>76.8</td>\\      <td>1007.9</td>\\      <td>11.2</td>\\      <td>5.3</td>\\    </tr>\\    <tr>\\      <th>2000-10-23</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>23</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>74.7</td>\\      <td>83.4</td>\\      <td>90.5</td>\\      <td>77.2</td>\\      <td>1007.8</td>\\      <td>11.2</td>\\      <td>4.9</td>\\    </tr>\\    <tr>\\      <th>2000-10-24</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>24</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>76.6</td>\\      <td>84.0</td>\\      <td>90.0</td>\\      <td>78.4</td>\\      <td>1008.8</td>\\      <td>11.2</td>\\      <td>5.8</td>\\    </tr>\\    <tr>\\      <th>2000-10-25</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>25</td>\\      <td>0.32</td>\\      <td>B</td>\\      <td>76.3</td>\\      <td>81.8</td>\\      <td>89.1</td>\\      <td>77.5</td>\\      <td>1009.3</td>\\      <td>9.8</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>2000-10-26</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>26</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-10-27</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>27</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-10-28</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>28</td>\\      <td>3.85</td>\\      <td>B</td>\\      <td>73.8</td>\\      <td>79.5</td>\\      <td>84.6</td>\\      <td>75.4</td>\\      <td>1007.5</td>\\      <td>7.5</td>\\      <td>9.2</td>\\    </tr>\\    <tr>\\      <th>2000-10-29</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>29</td>\\      <td>0.71</td>\\      <td>B</td>\\      <td>75.9</td>\\      <td>78.8</td>\\      <td>83.8</td>\\      <td>76.8</td>\\      <td>1008.1</td>\\      <td>8.2</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-10-30</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>30</td>\\      <td>0.55</td>\\      <td>A</td>\\      <td>75.9</td>\\      <td>80.0</td>\\      <td>87.1</td>\\      <td>77.0</td>\\      <td>1007.3</td>\\      <td>9.3</td>\\      <td>4.9</td>\\    </tr>\\    <tr>\\      <th>2000-10-31</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>10</td>\\      <td>31</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>75.9</td>\\      <td>83.1</td>\\      <td>89.6</td>\\      <td>78.0</td>\\      <td>1007.5</td>\\      <td>9.8</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>2000-11-01</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>1</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-11-02</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>2</td>\\      <td>2.36</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>77.2</td>\\      <td>79.7</td>\\      <td>75.5</td>\\      <td>1003.7</td>\\      <td>4.2</td>\\      <td>5.3</td>\\    </tr>\\    <tr>\\      <th>2000-11-03</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>3</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-11-04</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>4</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>77.0</td>\\      <td>82.0</td>\\      <td>89.2</td>\\      <td>78.2</td>\\      <td>1009.8</td>\\      <td>10.3</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>2000-11-05</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>5</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-11-06</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>6</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>75.4</td>\\      <td>81.6</td>\\      <td>90.1</td>\\      <td>78.4</td>\\      <td>1008.4</td>\\      <td>10.8</td>\\      <td>1.2</td>\\    </tr>\\    <tr>\\      <th>2000-11-07</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>7</td>\\      <td>0.36</td>\\      <td>B</td>\\      <td>76.3</td>\\      <td>83.0</td>\\      <td>89.2</td>\\      <td>78.7</td>\\      <td>1009.1</td>\\      <td>11.5</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-11-08</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>8</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-11-09</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>9</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-11-10</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>10</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-11-11</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>11</td>\\      <td>0.43</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>77.1</td>\\      <td>82.0</td>\\      <td>75.2</td>\\      <td>1010.6</td>\\      <td>7.1</td>\\      <td>3.4</td>\\    </tr>\\    <tr>\\      <th>2000-11-12</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>12</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-11-13</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>13</td>\\      <td>2.32</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>79.6</td>\\      <td>86.4</td>\\      <td>76.6</td>\\      <td>1008.3</td>\\      <td>9.8</td>\\      <td>3.4</td>\\    </tr>\\    <tr>\\      <th>2000-11-14</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>14</td>\\      <td>1.06</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>78.9</td>\\      <td>82.0</td>\\      <td>76.1</td>\\      <td>1009.5</td>\\      <td>8.5</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>2000-11-15</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>15</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>77.5</td>\\      <td>82.7</td>\\      <td>88.5</td>\\      <td>78.0</td>\\      <td>1008.8</td>\\      <td>10.7</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>2000-11-16</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>16</td>\\      <td>0.63</td>\\      <td>G</td>\\      <td>79.9</td>\\      <td>83.2</td>\\      <td>88.5</td>\\      <td>77.7</td>\\      <td>1008.8</td>\\      <td>10.7</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>2000-11-17</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>17</td>\\      <td>0.91</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>77.4</td>\\      <td>79.2</td>\\      <td>75.2</td>\\      <td>1009.5</td>\\      <td>6.7</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>2000-11-18</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>18</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-11-19</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>19</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>81.4</td>\\      <td>86.7</td>\\      <td>78.2</td>\\      <td>1008.9</td>\\      <td>9.9</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>2000-11-20</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>20</td>\\      <td>0.47</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>83.1</td>\\      <td>88.9</td>\\      <td>77.5</td>\\      <td>1007.5</td>\\      <td>9.8</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>2000-11-21</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>21</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>78.4</td>\\      <td>81.4</td>\\      <td>86.9</td>\\      <td>77.9</td>\\      <td>1008.5</td>\\      <td>9.9</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>2000-11-22</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>22</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>77.5</td>\\      <td>81.9</td>\\      <td>87.8</td>\\      <td>76.7</td>\\      <td>1010.3</td>\\      <td>11.0</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>2000-11-23</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>23</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>83.6</td>\\      <td>89.6</td>\\      <td>77.8</td>\\      <td>1010.1</td>\\      <td>9.8</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-11-24</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>24</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>82.2</td>\\      <td>88.5</td>\\      <td>77.3</td>\\      <td>1009.3</td>\\      <td>10.3</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>2000-11-25</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>25</td>\\      <td>0.20</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>81.1</td>\\      <td>86.0</td>\\      <td>77.5</td>\\      <td>1010.0</td>\\      <td>10.6</td>\\      <td>2.3</td>\\    </tr>\\    <tr>\\      <th>2000-11-26</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>26</td>\\      <td>0.91</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>82.0</td>\\      <td>88.9</td>\\      <td>77.2</td>\\      <td>1010.6</td>\\      <td>10.7</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-11-27</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>27</td>\\      <td>0.75</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>82.7</td>\\      <td>87.4</td>\\      <td>77.2</td>\\      <td>1009.1</td>\\      <td>11.2</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>2000-11-28</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>28</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>77.5</td>\\      <td>81.9</td>\\      <td>86.7</td>\\      <td>76.4</td>\\      <td>1008.7</td>\\      <td>9.4</td>\\      <td>4.5</td>\\    </tr>\\    <tr>\\      <th>2000-11-29</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>29</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>82.4</td>\\      <td>85.3</td>\\      <td>75.7</td>\\      <td>1008.7</td>\\      <td>9.3</td>\\      <td>5.6</td>\\    </tr>\\    <tr>\\      <th>2000-11-30</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>11</td>\\      <td>30</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>77.4</td>\\      <td>78.6</td>\\      <td>80.2</td>\\      <td>74.9</td>\\      <td>1005.4</td>\\      <td>5.7</td>\\      <td>6.4</td>\\    </tr>\\    <tr>\\      <th>2000-12-01</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>1</td>\\      <td>2.99</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>79.7</td>\\      <td>101.8</td>\\      <td>77.4</td>\\      <td>1004.0</td>\\      <td>7.8</td>\\      <td>3.1</td>\\    </tr>\\    <tr>\\      <th>2000-12-02</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>2</td>\\      <td>0.94</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>81.3</td>\\      <td>85.6</td>\\      <td>76.8</td>\\      <td>1006.9</td>\\      <td>9.3</td>\\      <td>2.6</td>\\    </tr>\\    <tr>\\      <th>2000-12-03</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>3</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>76.6</td>\\      <td>81.4</td>\\      <td>88.2</td>\\      <td>77.0</td>\\      <td>1008.5</td>\\      <td>9.3</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-12-04</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>4</td>\\      <td>1.61</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>81.2</td>\\      <td>86.9</td>\\      <td>75.2</td>\\      <td>1008.6</td>\\      <td>10.0</td>\\      <td>3.2</td>\\    </tr>\\    <tr>\\      <th>2000-12-05</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>5</td>\\      <td>0.04</td>\\      <td>G</td>\\      <td>76.8</td>\\      <td>78.4</td>\\      <td>80.1</td>\\      <td>74.7</td>\\      <td>1008.3</td>\\      <td>7.8</td>\\      <td>3.4</td>\\    </tr>\\    <tr>\\      <th>2000-12-06</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>6</td>\\      <td>0.43</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>78.1</td>\\      <td>81.0</td>\\      <td>76.1</td>\\      <td>1006.9</td>\\      <td>6.0</td>\\      <td>6.1</td>\\    </tr>\\    <tr>\\      <th>2000-12-07</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>7</td>\\      <td>3.98</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>78.9</td>\\      <td>82.4</td>\\      <td>77.4</td>\\      <td>1005.7</td>\\      <td>5.5</td>\\      <td>7.1</td>\\    </tr>\\    <tr>\\      <th>2000-12-08</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>8</td>\\      <td>4.02</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>81.6</td>\\      <td>87.1</td>\\      <td>78.1</td>\\      <td>1006.7</td>\\      <td>8.9</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>2000-12-09</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>9</td>\\      <td>1.38</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>81.9</td>\\      <td>86.7</td>\\      <td>77.9</td>\\      <td>1008.9</td>\\      <td>10.7</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>2000-12-10</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>10</td>\\      <td>0.20</td>\\      <td>G</td>\\      <td>78.1</td>\\      <td>82.9</td>\\      <td>88.3</td>\\      <td>78.9</td>\\      <td>1011.2</td>\\      <td>10.3</td>\\      <td>1.9</td>\\    </tr>\\    <tr>\\      <th>2000-12-11</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>11</td>\\      <td>1.22</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>80.0</td>\\      <td>82.4</td>\\      <td>76.8</td>\\      <td>1011.3</td>\\      <td>10.1</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>2000-12-12</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>12</td>\\      <td>0.08</td>\\      <td>G</td>\\      <td>77.2</td>\\      <td>82.4</td>\\      <td>87.6</td>\\      <td>76.9</td>\\      <td>1010.4</td>\\      <td>10.7</td>\\      <td>4.4</td>\\    </tr>\\    <tr>\\      <th>2000-12-13</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>13</td>\\      <td>0.12</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>80.3</td>\\      <td>85.6</td>\\      <td>76.8</td>\\      <td>1009.8</td>\\      <td>9.9</td>\\      <td>1.5</td>\\    </tr>\\    <tr>\\      <th>2000-12-14</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>14</td>\\      <td>0.35</td>\\      <td>G</td>\\      <td>75.0</td>\\      <td>81.7</td>\\      <td>86.0</td>\\      <td>77.2</td>\\      <td>1010.8</td>\\      <td>9.9</td>\\      <td>2.6</td>\\    </tr>\\    <tr>\\      <th>2000-12-15</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>15</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>76.1</td>\\      <td>80.0</td>\\      <td>85.3</td>\\      <td>76.3</td>\\      <td>1011.7</td>\\      <td>9.7</td>\\      <td>4.2</td>\\    </tr>\\    <tr>\\      <th>2000-12-16</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>16</td>\\      <td>1.02</td>\\      <td>G</td>\\      <td>74.8</td>\\      <td>76.9</td>\\      <td>78.8</td>\\      <td>75.4</td>\\      <td>1011.9</td>\\      <td>8.2</td>\\      <td>2.9</td>\\    </tr>\\    <tr>\\      <th>2000-12-17</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>17</td>\\      <td>4.45</td>\\      <td>G</td>\\      <td>76.5</td>\\      <td>78.5</td>\\      <td>83.5</td>\\      <td>75.9</td>\\      <td>1011.3</td>\\      <td>8.7</td>\\      <td>2.6</td>\\    </tr>\\    <tr>\\      <th>2000-12-18</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>18</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>77.0</td>\\      <td>82.1</td>\\      <td>85.5</td>\\      <td>78.5</td>\\      <td>1010.4</td>\\      <td>10.8</td>\\      <td>2.7</td>\\    </tr>\\    <tr>\\      <th>2000-12-19</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>19</td>\\      <td>0.51</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>77.7</td>\\      <td>80.1</td>\\      <td>74.9</td>\\      <td>1010.8</td>\\      <td>9.0</td>\\      <td>5.4</td>\\    </tr>\\    <tr>\\      <th>2000-12-20</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>20</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-12-21</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>21</td>\\      <td>0.28</td>\\      <td>G</td>\\      <td>77.7</td>\\      <td>79.0</td>\\      <td>83.5</td>\\      <td>76.5</td>\\      <td>1009.2</td>\\      <td>8.2</td>\\      <td>3.9</td>\\    </tr>\\    <tr>\\      <th>2000-12-22</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>22</td>\\      <td>0.59</td>\\      <td>G</td>\\      <td>75.9</td>\\      <td>80.1</td>\\      <td>85.3</td>\\      <td>76.7</td>\\      <td>1008.4</td>\\      <td>10.6</td>\\      <td>1.3</td>\\    </tr>\\    <tr>\\      <th>2000-12-23</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>23</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>75.2</td>\\      <td>81.0</td>\\      <td>88.3</td>\\      <td>76.2</td>\\      <td>1008.8</td>\\      <td>10.1</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>2000-12-24</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>24</td>\\      <td>0.03</td>\\      <td>G</td>\\      <td>74.5</td>\\      <td>81.7</td>\\      <td>88.2</td>\\      <td>77.0</td>\\      <td>1008.5</td>\\      <td>10.4</td>\\      <td>1.4</td>\\    </tr>\\    <tr>\\      <th>2000-12-25</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>25</td>\\      <td>0.98</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>78.6</td>\\      <td>83.7</td>\\      <td>75.5</td>\\      <td>1009.6</td>\\      <td>9.3</td>\\      <td>4.5</td>\\    </tr>\\    <tr>\\      <th>2000-12-26</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>26</td>\\      <td>0.83</td>\\      <td>G</td>\\      <td>76.3</td>\\      <td>78.7</td>\\      <td>86.4</td>\\      <td>76.4</td>\\      <td>1009.8</td>\\      <td>8.5</td>\\      <td>3.1</td>\\    </tr>\\    <tr>\\      <th>2000-12-27</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>27</td>\\      <td>1.73</td>\\      <td>G</td>\\      <td>75.6</td>\\      <td>80.1</td>\\      <td>86.7</td>\\      <td>76.3</td>\\      <td>1010.2</td>\\      <td>9.6</td>\\      <td>1.7</td>\\    </tr>\\    <tr>\\      <th>2000-12-28</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>28</td>\\      <td>0.31</td>\\      <td>G</td>\\      <td>73.4</td>\\      <td>76.8</td>\\      <td>84.2</td>\\      <td>74.2</td>\\      <td>1008.3</td>\\      <td>10.4</td>\\      <td>0.5</td>\\    </tr>\\    <tr>\\      <th>2000-12-29</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>29</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\      <td>NaN</td>\\    </tr>\\    <tr>\\      <th>2000-12-30</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>30</td>\\      <td>NaN</td>\\      <td>I</td>\\      <td>73.8</td>\\      <td>79.7</td>\\      <td>87.8</td>\\      <td>76.2</td>\\      <td>1004.0</td>\\      <td>10.4</td>\\      <td>2.3</td>\\    </tr>\\    <tr>\\      <th>2000-12-31</th>\\      <td>984440</td>\\      <td>2000</td>\\      <td>12</td>\\      <td>31</td>\\      <td>0.11</td>\\      <td>B</td>\\      <td>75.2</td>\\      <td>79.5</td>\\      <td>84.9</td>\\      <td>72.6</td>\\      <td>1005.1</td>\\      <td>9.9</td>\\      <td>3.6</td>\\    </tr>\\  </tbody>\\</table><style>\\    table { border-collapse: collapse; border: 3px solid #eee; }\\    table tr th:first-child { background-color: #eeeeee; color: #333; font-weight: bold }\\    table thead th { background-color: #eee; color: #000; }\\    tr, th, td { border: 1px solid #ccc; border-width: 1px 0 0 1px; border-collapse: collapse;\\    padding: 3px; font-family: monospace; font-size: 10px }</style>\\    ';</script><style>\n",
       "    table { border-collapse: collapse; border: 3px solid #eee; }\n",
       "    table tr th:first-child { background-color: #eeeeee; color: #333; font-weight: bold }\n",
       "    table thead th { background-color: #eee; color: #000; }\n",
       "    tr, th, td { border: 1px solid #ccc; border-width: 1px 0 0 1px; border-collapse: collapse;\n",
       "    padding: 3px; font-family: monospace; font-size: 10px }</style>\n",
       "    "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "View(df)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "73138298-58e4-44a8-98a6-51f05c94ddba",
   "metadata": {},
   "source": [
    "## Quick Visualizations"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "64a28219-282d-4c40-b38f-e73f3b0ef22d",
   "metadata": {},
   "source": [
    "### Rainfall"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "id": "5d8e6cbb-b087-4c0e-9065-18717947a7e3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x360 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd \n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.dates as mdates\n",
    "\n",
    "fig, (ax1, ax2) = plt.subplots(1, 2)\n",
    "\n",
    "fig.suptitle('Legaspi Precipitation in 2020 (inches)')\n",
    "\n",
    "# daily rainfall\n",
    "ax1.plot(df['PRCP'],linewidth=0.5,zorder=1)\n",
    "ax1.set_title(\"Daily Precipitation\")\n",
    "\n",
    "# monthly total rainfall         \n",
    "df_month = df.groupby(pd.Grouper(freq='MS')).sum()[['PRCP']]\n",
    "ax2.plot(df_month['PRCP'],linewidth=0.5,zorder=1)\n",
    "ax2.set_title(\"Monthly Total Precipitation\")\n",
    "\n",
    "# x-axis date formats\n",
    "monthFmt = mdates.DateFormatter('%b')\n",
    "ax1.xaxis.set_major_formatter(monthFmt)\n",
    "_ = plt.xticks()\n",
    "ax2.xaxis.set_major_formatter(monthFmt)\n",
    "_ = plt.xticks()\n",
    "\n",
    "plt.gcf().set_size_inches(20, 5)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "59a01791-33ec-42a5-b758-a5bb6d02af6f",
   "metadata": {},
   "source": [
    "### Temperature"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 140,
   "id": "db3d69f0-2b66-43d5-af79-7c900415cc4e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# monthly average mean temperature         \n",
    "df_month_temp = df.groupby(pd.Grouper(freq='MS')).mean()[['TEMP','MIN','MAX']]\n",
    "\n",
    "\n",
    "fig, ax1 = plt.subplots()\n",
    "\n",
    "fig.suptitle('Legaspi Average Monthly Temperature in 2020 (F)')\n",
    "\n",
    "ax1.plot(df_month_temp['MAX'],linewidth=1,color = \"red\", label = \"MAX\")\n",
    "ax1.plot(df_month_temp['TEMP'],linewidth=1,color = \"orange\", label = \"MEAN\")\n",
    "ax1.plot(df_month_temp['MIN'],linewidth=1,color = \"yellow\", label = \"MIN\")\n",
    "plt.legend()\n",
    "\n",
    "monthFmt = mdates.DateFormatter('%b')\n",
    "ax1.xaxis.set_major_formatter(monthFmt)\n",
    "_ = plt.xticks()\n",
    "\n",
    "plt.gcf().set_size_inches(10, 5)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}