From 6e35dacdc1fd90caeecda064d1872b3a384dd88d Mon Sep 17 00:00:00 2001
From: 2b626fffb391486fd04ef34b8ac9fc42
 <2b626fffb391486fd04ef34b8ac9fc42@app-learninglab.inria.fr>
Date: Fri, 21 Jan 2022 11:01:35 +0000
Subject: [PATCH] Update

---
 module3/exo3/exercice.ipynb              | 1092 +------
 module3/exo3/monthly_in_situ_co2_mlo.csv |  837 ------
 module3/exo3/weekly_in_situ_co2_mlo.csv  | 3301 ++++++++++++++++++++++
 3 files changed, 3381 insertions(+), 1849 deletions(-)
 delete mode 100644 module3/exo3/monthly_in_situ_co2_mlo.csv
 create mode 100644 module3/exo3/weekly_in_situ_co2_mlo.csv

diff --git a/module3/exo3/exercice.ipynb b/module3/exo3/exercice.ipynb
index 578a422..0e3480e 100644
--- a/module3/exo3/exercice.ipynb
+++ b/module3/exo3/exercice.ipynb
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 1,
    "metadata": {
     "hideCode": true,
     "hidePrompt": true
@@ -21,7 +21,10 @@
    "source": [
     "import os\n",
     "import urllib.request\n",
-    "import pandas as pd"
+    "import pandas as pd\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "%matplotlib inline"
    ]
   },
   {
@@ -37,15 +40,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 2,
    "metadata": {
     "hideCode": true,
     "hidePrompt": true
    },
    "outputs": [],
    "source": [
-    "data_url = \"https://scrippsco2.ucsd.edu/assets/data/atmospheric/stations/in_situ_co2/monthly/monthly_in_situ_co2_mlo.csv\"\n",
-    "data_file = \"monthly_in_situ_co2_mlo.csv\"\n",
+    "data_url = \"https://scrippsco2.ucsd.edu/assets/data/atmospheric/stations/in_situ_co2/weekly/weekly_in_situ_co2_mlo.csv\"\n",
+    "data_file = \"weekly_in_situ_co2_mlo.csv\"\n",
     "\n",
     "if not os.path.exists(data_file):\n",
     "    urllib.request.urlretrieve(data_url, data_file)"
@@ -90,945 +93,46 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>Yr</th>\n",
-       "      <th>Mn</th>\n",
-       "      <th>Date</th>\n",
-       "      <th>Date</th>\n",
        "      <th>CO2</th>\n",
-       "      <th>seasonally</th>\n",
-       "      <th>fit</th>\n",
-       "      <th>seasonally</th>\n",
-       "      <th>CO2</th>\n",
-       "      <th>seasonally</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>adjusted</td>\n",
-       "      <td></td>\n",
-       "      <td>adjusted fit</td>\n",
-       "      <td>filled</td>\n",
-       "      <td>adjusted filled</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td></td>\n",
-       "      <td></td>\n",
-       "      <td>Excel</td>\n",
-       "      <td></td>\n",
-       "      <td>[ppm]</td>\n",
-       "      <td>[ppm]</td>\n",
-       "      <td>[ppm]</td>\n",
-       "      <td>[ppm]</td>\n",
-       "      <td>[ppm]</td>\n",
-       "      <td>[ppm]</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>1958</td>\n",
-       "      <td>01</td>\n",
-       "      <td>21200</td>\n",
-       "      <td>1958.0411</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>1958</td>\n",
-       "      <td>02</td>\n",
-       "      <td>21231</td>\n",
-       "      <td>1958.1260</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>1958</td>\n",
-       "      <td>03</td>\n",
-       "      <td>21259</td>\n",
-       "      <td>1958.2027</td>\n",
-       "      <td>315.70</td>\n",
-       "      <td>314.43</td>\n",
-       "      <td>316.20</td>\n",
-       "      <td>314.91</td>\n",
-       "      <td>315.70</td>\n",
-       "      <td>314.43</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>1958</td>\n",
-       "      <td>04</td>\n",
-       "      <td>21290</td>\n",
-       "      <td>1958.2877</td>\n",
-       "      <td>317.45</td>\n",
-       "      <td>315.16</td>\n",
-       "      <td>317.30</td>\n",
-       "      <td>314.99</td>\n",
-       "      <td>317.45</td>\n",
-       "      <td>315.16</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>1958</td>\n",
-       "      <td>05</td>\n",
-       "      <td>21320</td>\n",
-       "      <td>1958.3699</td>\n",
-       "      <td>317.51</td>\n",
-       "      <td>314.71</td>\n",
-       "      <td>317.87</td>\n",
-       "      <td>315.07</td>\n",
-       "      <td>317.51</td>\n",
-       "      <td>314.71</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>1958</td>\n",
-       "      <td>06</td>\n",
-       "      <td>21351</td>\n",
-       "      <td>1958.4548</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>317.25</td>\n",
-       "      <td>315.15</td>\n",
-       "      <td>317.25</td>\n",
-       "      <td>315.15</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>1958</td>\n",
-       "      <td>07</td>\n",
-       "      <td>21381</td>\n",
-       "      <td>1958.5370</td>\n",
-       "      <td>315.86</td>\n",
-       "      <td>315.20</td>\n",
-       "      <td>315.86</td>\n",
-       "      <td>315.22</td>\n",
-       "      <td>315.86</td>\n",
-       "      <td>315.20</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>1958</td>\n",
-       "      <td>08</td>\n",
-       "      <td>21412</td>\n",
-       "      <td>1958.6219</td>\n",
-       "      <td>314.93</td>\n",
-       "      <td>316.20</td>\n",
-       "      <td>313.98</td>\n",
-       "      <td>315.29</td>\n",
-       "      <td>314.93</td>\n",
-       "      <td>316.20</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>1958</td>\n",
-       "      <td>09</td>\n",
-       "      <td>21443</td>\n",
-       "      <td>1958.7068</td>\n",
-       "      <td>313.21</td>\n",
-       "      <td>316.09</td>\n",
-       "      <td>312.46</td>\n",
-       "      <td>315.36</td>\n",
-       "      <td>313.21</td>\n",
-       "      <td>316.09</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>1958</td>\n",
-       "      <td>10</td>\n",
-       "      <td>21473</td>\n",
-       "      <td>1958.7890</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>312.44</td>\n",
-       "      <td>315.41</td>\n",
-       "      <td>312.44</td>\n",
-       "      <td>315.41</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>1958</td>\n",
-       "      <td>11</td>\n",
-       "      <td>21504</td>\n",
-       "      <td>1958.8740</td>\n",
-       "      <td>313.33</td>\n",
-       "      <td>315.20</td>\n",
-       "      <td>313.61</td>\n",
-       "      <td>315.46</td>\n",
-       "      <td>313.33</td>\n",
-       "      <td>315.20</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>1958</td>\n",
-       "      <td>12</td>\n",
-       "      <td>21534</td>\n",
-       "      <td>1958.9562</td>\n",
-       "      <td>314.67</td>\n",
-       "      <td>315.43</td>\n",
-       "      <td>314.77</td>\n",
-       "      <td>315.52</td>\n",
-       "      <td>314.67</td>\n",
-       "      <td>315.43</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>1959</td>\n",
-       "      <td>01</td>\n",
-       "      <td>21565</td>\n",
-       "      <td>1959.0411</td>\n",
-       "      <td>315.58</td>\n",
-       "      <td>315.53</td>\n",
-       "      <td>315.63</td>\n",
-       "      <td>315.58</td>\n",
-       "      <td>315.58</td>\n",
-       "      <td>315.53</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>1959</td>\n",
-       "      <td>02</td>\n",
-       "      <td>21596</td>\n",
-       "      <td>1959.1260</td>\n",
-       "      <td>316.49</td>\n",
-       "      <td>315.85</td>\n",
-       "      <td>316.28</td>\n",
-       "      <td>315.64</td>\n",
-       "      <td>316.49</td>\n",
-       "      <td>315.85</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>1959</td>\n",
-       "      <td>03</td>\n",
-       "      <td>21624</td>\n",
-       "      <td>1959.2027</td>\n",
-       "      <td>316.65</td>\n",
-       "      <td>315.37</td>\n",
-       "      <td>316.99</td>\n",
-       "      <td>315.70</td>\n",
-       "      <td>316.65</td>\n",
-       "      <td>315.37</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>1959</td>\n",
-       "      <td>04</td>\n",
-       "      <td>21655</td>\n",
-       "      <td>1959.2877</td>\n",
-       "      <td>317.72</td>\n",
-       "      <td>315.41</td>\n",
-       "      <td>318.09</td>\n",
-       "      <td>315.77</td>\n",
-       "      <td>317.72</td>\n",
-       "      <td>315.41</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>1959</td>\n",
-       "      <td>05</td>\n",
-       "      <td>21685</td>\n",
-       "      <td>1959.3699</td>\n",
-       "      <td>318.29</td>\n",
-       "      <td>315.48</td>\n",
-       "      <td>318.66</td>\n",
-       "      <td>315.85</td>\n",
-       "      <td>318.29</td>\n",
-       "      <td>315.48</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>1959</td>\n",
-       "      <td>06</td>\n",
-       "      <td>21716</td>\n",
-       "      <td>1959.4548</td>\n",
-       "      <td>318.15</td>\n",
-       "      <td>316.02</td>\n",
-       "      <td>318.05</td>\n",
-       "      <td>315.94</td>\n",
-       "      <td>318.15</td>\n",
-       "      <td>316.02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>1959</td>\n",
-       "      <td>07</td>\n",
-       "      <td>21746</td>\n",
-       "      <td>1959.5370</td>\n",
-       "      <td>316.54</td>\n",
-       "      <td>315.87</td>\n",
-       "      <td>316.67</td>\n",
-       "      <td>316.03</td>\n",
-       "      <td>316.54</td>\n",
-       "      <td>315.87</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>1959</td>\n",
-       "      <td>08</td>\n",
-       "      <td>21777</td>\n",
-       "      <td>1959.6219</td>\n",
-       "      <td>314.80</td>\n",
-       "      <td>316.08</td>\n",
-       "      <td>314.81</td>\n",
-       "      <td>316.13</td>\n",
-       "      <td>314.80</td>\n",
-       "      <td>316.08</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>1959</td>\n",
-       "      <td>09</td>\n",
-       "      <td>21808</td>\n",
-       "      <td>1959.7068</td>\n",
-       "      <td>313.84</td>\n",
-       "      <td>316.73</td>\n",
-       "      <td>313.31</td>\n",
-       "      <td>316.22</td>\n",
-       "      <td>313.84</td>\n",
-       "      <td>316.73</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>1959</td>\n",
-       "      <td>10</td>\n",
-       "      <td>21838</td>\n",
-       "      <td>1959.7890</td>\n",
-       "      <td>313.33</td>\n",
-       "      <td>316.33</td>\n",
-       "      <td>313.33</td>\n",
-       "      <td>316.31</td>\n",
-       "      <td>313.33</td>\n",
-       "      <td>316.33</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>1959</td>\n",
-       "      <td>11</td>\n",
-       "      <td>21869</td>\n",
-       "      <td>1959.8740</td>\n",
-       "      <td>314.81</td>\n",
-       "      <td>316.69</td>\n",
-       "      <td>314.54</td>\n",
-       "      <td>316.40</td>\n",
-       "      <td>314.81</td>\n",
-       "      <td>316.69</td>\n",
+       "      <th>Date</th>\n",
+       "      <th></th>\n",
        "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
        "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>1959</td>\n",
-       "      <td>12</td>\n",
-       "      <td>21899</td>\n",
-       "      <td>1959.9562</td>\n",
-       "      <td>315.58</td>\n",
-       "      <td>316.35</td>\n",
-       "      <td>315.73</td>\n",
-       "      <td>316.48</td>\n",
-       "      <td>315.58</td>\n",
-       "      <td>316.35</td>\n",
+       "      <th>1958-03-29</th>\n",
+       "      <td>316.19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>1960</td>\n",
-       "      <td>01</td>\n",
-       "      <td>21930</td>\n",
-       "      <td>1960.0410</td>\n",
-       "      <td>316.43</td>\n",
-       "      <td>316.38</td>\n",
-       "      <td>316.62</td>\n",
-       "      <td>316.56</td>\n",
-       "      <td>316.43</td>\n",
-       "      <td>316.38</td>\n",
+       "      <th>1958-04-05</th>\n",
+       "      <td>317.31</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>1960</td>\n",
-       "      <td>02</td>\n",
-       "      <td>21961</td>\n",
-       "      <td>1960.1257</td>\n",
-       "      <td>316.98</td>\n",
-       "      <td>316.34</td>\n",
-       "      <td>317.29</td>\n",
-       "      <td>316.64</td>\n",
-       "      <td>316.98</td>\n",
-       "      <td>316.34</td>\n",
+       "      <th>1958-04-12</th>\n",
+       "      <td>317.69</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>1960</td>\n",
-       "      <td>03</td>\n",
-       "      <td>21990</td>\n",
-       "      <td>1960.2049</td>\n",
+       "      <th>1958-04-19</th>\n",
        "      <td>317.58</td>\n",
-       "      <td>316.27</td>\n",
-       "      <td>318.04</td>\n",
-       "      <td>316.72</td>\n",
-       "      <td>317.58</td>\n",
-       "      <td>316.27</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>1960</td>\n",
-       "      <td>04</td>\n",
-       "      <td>22021</td>\n",
-       "      <td>1960.2896</td>\n",
-       "      <td>319.03</td>\n",
-       "      <td>316.70</td>\n",
-       "      <td>319.15</td>\n",
-       "      <td>316.80</td>\n",
-       "      <td>319.03</td>\n",
-       "      <td>316.70</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",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>752</th>\n",
-       "      <td>2020</td>\n",
-       "      <td>07</td>\n",
-       "      <td>44027</td>\n",
-       "      <td>2020.5383</td>\n",
-       "      <td>414.42</td>\n",
-       "      <td>413.64</td>\n",
-       "      <td>414.77</td>\n",
-       "      <td>414.03</td>\n",
-       "      <td>414.42</td>\n",
-       "      <td>413.64</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>753</th>\n",
-       "      <td>2020</td>\n",
-       "      <td>08</td>\n",
-       "      <td>44058</td>\n",
-       "      <td>2020.6230</td>\n",
-       "      <td>412.52</td>\n",
-       "      <td>414.10</td>\n",
-       "      <td>412.60</td>\n",
-       "      <td>414.23</td>\n",
-       "      <td>412.52</td>\n",
-       "      <td>414.10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>754</th>\n",
-       "      <td>2020</td>\n",
-       "      <td>09</td>\n",
-       "      <td>44089</td>\n",
-       "      <td>2020.7077</td>\n",
-       "      <td>411.18</td>\n",
-       "      <td>414.70</td>\n",
-       "      <td>410.89</td>\n",
-       "      <td>414.42</td>\n",
-       "      <td>411.18</td>\n",
-       "      <td>414.70</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>755</th>\n",
-       "      <td>2020</td>\n",
-       "      <td>10</td>\n",
-       "      <td>44119</td>\n",
-       "      <td>2020.7896</td>\n",
-       "      <td>411.12</td>\n",
-       "      <td>414.74</td>\n",
-       "      <td>411.00</td>\n",
-       "      <td>414.61</td>\n",
-       "      <td>411.12</td>\n",
-       "      <td>414.74</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>756</th>\n",
-       "      <td>2020</td>\n",
-       "      <td>11</td>\n",
-       "      <td>44150</td>\n",
-       "      <td>2020.8743</td>\n",
-       "      <td>412.88</td>\n",
-       "      <td>415.15</td>\n",
-       "      <td>412.55</td>\n",
-       "      <td>414.79</td>\n",
-       "      <td>412.88</td>\n",
-       "      <td>415.15</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>757</th>\n",
-       "      <td>2020</td>\n",
-       "      <td>12</td>\n",
-       "      <td>44180</td>\n",
-       "      <td>2020.9563</td>\n",
-       "      <td>413.89</td>\n",
-       "      <td>414.81</td>\n",
-       "      <td>414.06</td>\n",
-       "      <td>414.97</td>\n",
-       "      <td>413.89</td>\n",
-       "      <td>414.81</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>758</th>\n",
-       "      <td>2021</td>\n",
-       "      <td>01</td>\n",
-       "      <td>44211</td>\n",
-       "      <td>2021.0411</td>\n",
-       "      <td>415.15</td>\n",
-       "      <td>415.10</td>\n",
-       "      <td>415.21</td>\n",
-       "      <td>415.14</td>\n",
-       "      <td>415.15</td>\n",
-       "      <td>415.10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>759</th>\n",
-       "      <td>2021</td>\n",
-       "      <td>02</td>\n",
-       "      <td>44242</td>\n",
-       "      <td>2021.1260</td>\n",
-       "      <td>416.47</td>\n",
-       "      <td>415.70</td>\n",
-       "      <td>416.09</td>\n",
-       "      <td>415.31</td>\n",
-       "      <td>416.47</td>\n",
-       "      <td>415.70</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>760</th>\n",
-       "      <td>2021</td>\n",
-       "      <td>03</td>\n",
-       "      <td>44270</td>\n",
-       "      <td>2021.2027</td>\n",
-       "      <td>417.16</td>\n",
-       "      <td>415.61</td>\n",
-       "      <td>417.03</td>\n",
-       "      <td>415.46</td>\n",
-       "      <td>417.16</td>\n",
-       "      <td>415.61</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>761</th>\n",
-       "      <td>2021</td>\n",
-       "      <td>04</td>\n",
-       "      <td>44301</td>\n",
-       "      <td>2021.2877</td>\n",
-       "      <td>418.24</td>\n",
-       "      <td>415.44</td>\n",
-       "      <td>418.45</td>\n",
-       "      <td>415.63</td>\n",
-       "      <td>418.24</td>\n",
-       "      <td>415.44</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>762</th>\n",
-       "      <td>2021</td>\n",
-       "      <td>05</td>\n",
-       "      <td>44331</td>\n",
-       "      <td>2021.3699</td>\n",
-       "      <td>418.95</td>\n",
-       "      <td>415.53</td>\n",
-       "      <td>419.21</td>\n",
-       "      <td>415.80</td>\n",
-       "      <td>418.95</td>\n",
-       "      <td>415.53</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>763</th>\n",
-       "      <td>2021</td>\n",
-       "      <td>06</td>\n",
-       "      <td>44362</td>\n",
-       "      <td>2021.4548</td>\n",
-       "      <td>418.70</td>\n",
-       "      <td>416.11</td>\n",
-       "      <td>418.54</td>\n",
-       "      <td>415.98</td>\n",
-       "      <td>418.70</td>\n",
-       "      <td>416.11</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>764</th>\n",
-       "      <td>2021</td>\n",
-       "      <td>07</td>\n",
-       "      <td>44392</td>\n",
-       "      <td>2021.5370</td>\n",
-       "      <td>416.65</td>\n",
-       "      <td>415.84</td>\n",
-       "      <td>416.94</td>\n",
-       "      <td>416.16</td>\n",
-       "      <td>416.65</td>\n",
-       "      <td>415.84</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>765</th>\n",
-       "      <td>2021</td>\n",
-       "      <td>08</td>\n",
-       "      <td>44423</td>\n",
-       "      <td>2021.6219</td>\n",
-       "      <td>414.34</td>\n",
-       "      <td>415.90</td>\n",
-       "      <td>414.77</td>\n",
-       "      <td>416.36</td>\n",
-       "      <td>414.34</td>\n",
-       "      <td>415.90</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>766</th>\n",
-       "      <td>2021</td>\n",
-       "      <td>09</td>\n",
-       "      <td>44454</td>\n",
-       "      <td>2021.7068</td>\n",
-       "      <td>412.90</td>\n",
-       "      <td>416.42</td>\n",
-       "      <td>413.04</td>\n",
-       "      <td>416.58</td>\n",
-       "      <td>412.90</td>\n",
-       "      <td>416.42</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>767</th>\n",
-       "      <td>2021</td>\n",
-       "      <td>10</td>\n",
-       "      <td>44484</td>\n",
-       "      <td>2021.7890</td>\n",
-       "      <td>413.55</td>\n",
-       "      <td>417.18</td>\n",
-       "      <td>413.17</td>\n",
-       "      <td>416.79</td>\n",
-       "      <td>413.55</td>\n",
-       "      <td>417.18</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>768</th>\n",
-       "      <td>2021</td>\n",
-       "      <td>11</td>\n",
-       "      <td>44515</td>\n",
-       "      <td>2021.8740</td>\n",
-       "      <td>414.82</td>\n",
-       "      <td>417.10</td>\n",
-       "      <td>414.76</td>\n",
-       "      <td>417.01</td>\n",
-       "      <td>414.82</td>\n",
-       "      <td>417.10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>769</th>\n",
-       "      <td>2021</td>\n",
-       "      <td>12</td>\n",
-       "      <td>44545</td>\n",
-       "      <td>2021.9562</td>\n",
-       "      <td>416.43</td>\n",
-       "      <td>417.37</td>\n",
-       "      <td>416.32</td>\n",
-       "      <td>417.24</td>\n",
-       "      <td>416.43</td>\n",
-       "      <td>417.37</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>770</th>\n",
-       "      <td>2022</td>\n",
-       "      <td>01</td>\n",
-       "      <td>44576</td>\n",
-       "      <td>2022.0411</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>771</th>\n",
-       "      <td>2022</td>\n",
-       "      <td>02</td>\n",
-       "      <td>44607</td>\n",
-       "      <td>2022.1260</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>772</th>\n",
-       "      <td>2022</td>\n",
-       "      <td>03</td>\n",
-       "      <td>44635</td>\n",
-       "      <td>2022.2027</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>773</th>\n",
-       "      <td>2022</td>\n",
-       "      <td>04</td>\n",
-       "      <td>44666</td>\n",
-       "      <td>2022.2877</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>774</th>\n",
-       "      <td>2022</td>\n",
-       "      <td>05</td>\n",
-       "      <td>44696</td>\n",
-       "      <td>2022.3699</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>775</th>\n",
-       "      <td>2022</td>\n",
-       "      <td>06</td>\n",
-       "      <td>44727</td>\n",
-       "      <td>2022.4548</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>776</th>\n",
-       "      <td>2022</td>\n",
-       "      <td>07</td>\n",
-       "      <td>44757</td>\n",
-       "      <td>2022.5370</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>777</th>\n",
-       "      <td>2022</td>\n",
-       "      <td>08</td>\n",
-       "      <td>44788</td>\n",
-       "      <td>2022.6219</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>778</th>\n",
-       "      <td>2022</td>\n",
-       "      <td>09</td>\n",
-       "      <td>44819</td>\n",
-       "      <td>2022.7068</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>779</th>\n",
-       "      <td>2022</td>\n",
-       "      <td>10</td>\n",
-       "      <td>44849</td>\n",
-       "      <td>2022.7890</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>780</th>\n",
-       "      <td>2022</td>\n",
-       "      <td>11</td>\n",
-       "      <td>44880</td>\n",
-       "      <td>2022.8740</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>781</th>\n",
-       "      <td>2022</td>\n",
-       "      <td>12</td>\n",
-       "      <td>44910</td>\n",
-       "      <td>2022.9562</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
-       "      <td>-99.99</td>\n",
+       "      <th>1958-04-26</th>\n",
+       "      <td>316.48</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>782 rows × 10 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "       Yr   Mn      Date        Date        CO2  seasonally          fit  \\\n",
-       "0                                                  adjusted                \n",
-       "1                  Excel                  [ppm]      [ppm]         [ppm]   \n",
-       "2    1958   01     21200   1958.0411     -99.99      -99.99       -99.99   \n",
-       "3    1958   02     21231   1958.1260     -99.99      -99.99       -99.99   \n",
-       "4    1958   03     21259   1958.2027     315.70      314.43       316.20   \n",
-       "5    1958   04     21290   1958.2877     317.45      315.16       317.30   \n",
-       "6    1958   05     21320   1958.3699     317.51      314.71       317.87   \n",
-       "7    1958   06     21351   1958.4548     -99.99      -99.99       317.25   \n",
-       "8    1958   07     21381   1958.5370     315.86      315.20       315.86   \n",
-       "9    1958   08     21412   1958.6219     314.93      316.20       313.98   \n",
-       "10   1958   09     21443   1958.7068     313.21      316.09       312.46   \n",
-       "11   1958   10     21473   1958.7890     -99.99      -99.99       312.44   \n",
-       "12   1958   11     21504   1958.8740     313.33      315.20       313.61   \n",
-       "13   1958   12     21534   1958.9562     314.67      315.43       314.77   \n",
-       "14   1959   01     21565   1959.0411     315.58      315.53       315.63   \n",
-       "15   1959   02     21596   1959.1260     316.49      315.85       316.28   \n",
-       "16   1959   03     21624   1959.2027     316.65      315.37       316.99   \n",
-       "17   1959   04     21655   1959.2877     317.72      315.41       318.09   \n",
-       "18   1959   05     21685   1959.3699     318.29      315.48       318.66   \n",
-       "19   1959   06     21716   1959.4548     318.15      316.02       318.05   \n",
-       "20   1959   07     21746   1959.5370     316.54      315.87       316.67   \n",
-       "21   1959   08     21777   1959.6219     314.80      316.08       314.81   \n",
-       "22   1959   09     21808   1959.7068     313.84      316.73       313.31   \n",
-       "23   1959   10     21838   1959.7890     313.33      316.33       313.33   \n",
-       "24   1959   11     21869   1959.8740     314.81      316.69       314.54   \n",
-       "25   1959   12     21899   1959.9562     315.58      316.35       315.73   \n",
-       "26   1960   01     21930   1960.0410     316.43      316.38       316.62   \n",
-       "27   1960   02     21961   1960.1257     316.98      316.34       317.29   \n",
-       "28   1960   03     21990   1960.2049     317.58      316.27       318.04   \n",
-       "29   1960   04     22021   1960.2896     319.03      316.70       319.15   \n",
-       "..    ...  ...       ...         ...        ...         ...          ...   \n",
-       "752  2020   07     44027   2020.5383     414.42      413.64       414.77   \n",
-       "753  2020   08     44058   2020.6230     412.52      414.10       412.60   \n",
-       "754  2020   09     44089   2020.7077     411.18      414.70       410.89   \n",
-       "755  2020   10     44119   2020.7896     411.12      414.74       411.00   \n",
-       "756  2020   11     44150   2020.8743     412.88      415.15       412.55   \n",
-       "757  2020   12     44180   2020.9563     413.89      414.81       414.06   \n",
-       "758  2021   01     44211   2021.0411     415.15      415.10       415.21   \n",
-       "759  2021   02     44242   2021.1260     416.47      415.70       416.09   \n",
-       "760  2021   03     44270   2021.2027     417.16      415.61       417.03   \n",
-       "761  2021   04     44301   2021.2877     418.24      415.44       418.45   \n",
-       "762  2021   05     44331   2021.3699     418.95      415.53       419.21   \n",
-       "763  2021   06     44362   2021.4548     418.70      416.11       418.54   \n",
-       "764  2021   07     44392   2021.5370     416.65      415.84       416.94   \n",
-       "765  2021   08     44423   2021.6219     414.34      415.90       414.77   \n",
-       "766  2021   09     44454   2021.7068     412.90      416.42       413.04   \n",
-       "767  2021   10     44484   2021.7890     413.55      417.18       413.17   \n",
-       "768  2021   11     44515   2021.8740     414.82      417.10       414.76   \n",
-       "769  2021   12     44545   2021.9562     416.43      417.37       416.32   \n",
-       "770  2022   01     44576   2022.0411     -99.99      -99.99       -99.99   \n",
-       "771  2022   02     44607   2022.1260     -99.99      -99.99       -99.99   \n",
-       "772  2022   03     44635   2022.2027     -99.99      -99.99       -99.99   \n",
-       "773  2022   04     44666   2022.2877     -99.99      -99.99       -99.99   \n",
-       "774  2022   05     44696   2022.3699     -99.99      -99.99       -99.99   \n",
-       "775  2022   06     44727   2022.4548     -99.99      -99.99       -99.99   \n",
-       "776  2022   07     44757   2022.5370     -99.99      -99.99       -99.99   \n",
-       "777  2022   08     44788   2022.6219     -99.99      -99.99       -99.99   \n",
-       "778  2022   09     44819   2022.7068     -99.99      -99.99       -99.99   \n",
-       "779  2022   10     44849   2022.7890     -99.99      -99.99       -99.99   \n",
-       "780  2022   11     44880   2022.8740     -99.99      -99.99       -99.99   \n",
-       "781  2022   12     44910   2022.9562     -99.99      -99.99       -99.99   \n",
-       "\n",
-       "       seasonally           CO2       seasonally  \n",
-       "0    adjusted fit        filled  adjusted filled  \n",
-       "1           [ppm]         [ppm]            [ppm]  \n",
-       "2          -99.99        -99.99           -99.99  \n",
-       "3          -99.99        -99.99           -99.99  \n",
-       "4          314.91        315.70           314.43  \n",
-       "5          314.99        317.45           315.16  \n",
-       "6          315.07        317.51           314.71  \n",
-       "7          315.15        317.25           315.15  \n",
-       "8          315.22        315.86           315.20  \n",
-       "9          315.29        314.93           316.20  \n",
-       "10         315.36        313.21           316.09  \n",
-       "11         315.41        312.44           315.41  \n",
-       "12         315.46        313.33           315.20  \n",
-       "13         315.52        314.67           315.43  \n",
-       "14         315.58        315.58           315.53  \n",
-       "15         315.64        316.49           315.85  \n",
-       "16         315.70        316.65           315.37  \n",
-       "17         315.77        317.72           315.41  \n",
-       "18         315.85        318.29           315.48  \n",
-       "19         315.94        318.15           316.02  \n",
-       "20         316.03        316.54           315.87  \n",
-       "21         316.13        314.80           316.08  \n",
-       "22         316.22        313.84           316.73  \n",
-       "23         316.31        313.33           316.33  \n",
-       "24         316.40        314.81           316.69  \n",
-       "25         316.48        315.58           316.35  \n",
-       "26         316.56        316.43           316.38  \n",
-       "27         316.64        316.98           316.34  \n",
-       "28         316.72        317.58           316.27  \n",
-       "29         316.80        319.03           316.70  \n",
-       "..            ...           ...              ...  \n",
-       "752        414.03        414.42           413.64  \n",
-       "753        414.23        412.52           414.10  \n",
-       "754        414.42        411.18           414.70  \n",
-       "755        414.61        411.12           414.74  \n",
-       "756        414.79        412.88           415.15  \n",
-       "757        414.97        413.89           414.81  \n",
-       "758        415.14        415.15           415.10  \n",
-       "759        415.31        416.47           415.70  \n",
-       "760        415.46        417.16           415.61  \n",
-       "761        415.63        418.24           415.44  \n",
-       "762        415.80        418.95           415.53  \n",
-       "763        415.98        418.70           416.11  \n",
-       "764        416.16        416.65           415.84  \n",
-       "765        416.36        414.34           415.90  \n",
-       "766        416.58        412.90           416.42  \n",
-       "767        416.79        413.55           417.18  \n",
-       "768        417.01        414.82           417.10  \n",
-       "769        417.24        416.43           417.37  \n",
-       "770        -99.99        -99.99           -99.99  \n",
-       "771        -99.99        -99.99           -99.99  \n",
-       "772        -99.99        -99.99           -99.99  \n",
-       "773        -99.99        -99.99           -99.99  \n",
-       "774        -99.99        -99.99           -99.99  \n",
-       "775        -99.99        -99.99           -99.99  \n",
-       "776        -99.99        -99.99           -99.99  \n",
-       "777        -99.99        -99.99           -99.99  \n",
-       "778        -99.99        -99.99           -99.99  \n",
-       "779        -99.99        -99.99           -99.99  \n",
-       "780        -99.99        -99.99           -99.99  \n",
-       "781        -99.99        -99.99           -99.99  \n",
-       "\n",
-       "[782 rows x 10 columns]"
+       "               CO2\n",
+       "Date              \n",
+       "1958-03-29  316.19\n",
+       "1958-04-05  317.31\n",
+       "1958-04-12  317.69\n",
+       "1958-04-19  317.58\n",
+       "1958-04-26  316.48"
       ]
      },
      "execution_count": 3,
@@ -1037,10 +141,13 @@
     }
    ],
    "source": [
-    "raw_data = pd.read_csv(data_file, skiprows=54, header=0)\n",
-    "new_data = raw_data.drop([0,1], inplace=False)\n",
-    "new_data.reset_index(drop=True, inplace=True)\n",
-    "raw_data"
+    "raw_data = pd.read_csv(data_file, skiprows=44, names=[\"Date\", \"CO2\"])\n",
+    "\n",
+    "new_data = raw_data.copy()\n",
+    "new_data.set_index(\"Date\", drop=True, inplace=True)             \n",
+    "new_data.index = pd.to_datetime(new_data.index, format=\"%Y-%m-%d\")\n",
+    "\n",
+    "new_data.head(5)"
    ]
   },
   {
@@ -1055,57 +162,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 8,
    "metadata": {
     "hideCode": true,
-    "hidePrompt": true
+    "hidePrompt": true,
+    "scrolled": true
    },
    "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>Yr</th>\n",
-       "      <th>Mn</th>\n",
-       "      <th>Date</th>\n",
-       "      <th>Date</th>\n",
-       "      <th>CO2</th>\n",
-       "      <th>seasonally</th>\n",
-       "      <th>fit</th>\n",
-       "      <th>seasonally</th>\n",
-       "      <th>CO2</th>\n",
-       "      <th>seasonally</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
       "text/plain": [
-       "Empty DataFrame\n",
-       "Columns: [  Yr,  Mn,     Date,       Date,      CO2, seasonally,         fit,   seasonally,       CO2,  seasonally]\n",
-       "Index: []"
+       "<bound method DataFrame.info of Empty DataFrame\n",
+       "Columns: [CO2]\n",
+       "Index: []>"
       ]
      },
-     "execution_count": 4,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1114,6 +186,20 @@
     "new_data[new_data.isnull().any(axis=1)]"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Nous vérifions à présent si il n'y a pas de semaines manquantes."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
   {
    "cell_type": "markdown",
    "metadata": {
@@ -1126,43 +212,35 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {
-    "hideCode": true,
-    "hidePrompt": true
-   },
+   "execution_count": 13,
+   "metadata": {},
    "outputs": [
     {
-     "ename": "KeyError",
-     "evalue": "'Yr'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
-      "\u001b[0;32m/opt/conda/lib/python3.6/site-packages/pandas/core/indexes/base.py\u001b[0m in \u001b[0;36mget_loc\u001b[0;34m(self, key, method, tolerance)\u001b[0m\n\u001b[1;32m   2524\u001b[0m             \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2525\u001b[0;31m                 \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2526\u001b[0m             \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;31mKeyError\u001b[0m: 'Yr'",
-      "\nDuring handling of the above exception, another exception occurred:\n",
-      "\u001b[0;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-5-5b8cdca2dae6>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnew_data\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"Yr\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m/opt/conda/lib/python3.6/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m   2137\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_getitem_multilevel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2138\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2139\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_getitem_column\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2140\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2141\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_getitem_column\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/opt/conda/lib/python3.6/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m_getitem_column\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m   2144\u001b[0m         \u001b[0;31m# get column\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2145\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_unique\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2146\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_item_cache\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2147\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2148\u001b[0m         \u001b[0;31m# duplicate columns & possible reduce dimensionality\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/opt/conda/lib/python3.6/site-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36m_get_item_cache\u001b[0;34m(self, item)\u001b[0m\n\u001b[1;32m   1840\u001b[0m         \u001b[0mres\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcache\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1841\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mres\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1842\u001b[0;31m             \u001b[0mvalues\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_data\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1843\u001b[0m             \u001b[0mres\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_box_item_values\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1844\u001b[0m             \u001b[0mcache\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mres\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/opt/conda/lib/python3.6/site-packages/pandas/core/internals.py\u001b[0m in \u001b[0;36mget\u001b[0;34m(self, item, fastpath)\u001b[0m\n\u001b[1;32m   3841\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   3842\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misna\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 3843\u001b[0;31m                 \u001b[0mloc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   3844\u001b[0m             \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   3845\u001b[0m                 \u001b[0mindexer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0misna\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/opt/conda/lib/python3.6/site-packages/pandas/core/indexes/base.py\u001b[0m in \u001b[0;36mget_loc\u001b[0;34m(self, key, method, tolerance)\u001b[0m\n\u001b[1;32m   2525\u001b[0m                 \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2526\u001b[0m             \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2527\u001b[0;31m                 \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_maybe_cast_indexer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2528\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2529\u001b[0m         \u001b[0mindexer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_indexer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtolerance\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtolerance\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;31mKeyError\u001b[0m: 'Yr'"
-     ]
+     "data": {
+      "text/plain": [
+       "Text(0,0.5,'$\\\\rm CO_2$ [ppm]')"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
     }
    ],
    "source": [
-    "print(new_data[\"Yr\"])"
+    "new_data[\"CO2\"].plot()\n",
+    "plt.ylabel(r\"$\\rm CO_2$ [ppm]\")"
    ]
   },
   {
@@ -1171,16 +249,6 @@
    "metadata": {},
    "outputs": [],
    "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "hideCode": true,
-    "hidePrompt": true
-   },
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
diff --git a/module3/exo3/monthly_in_situ_co2_mlo.csv b/module3/exo3/monthly_in_situ_co2_mlo.csv
deleted file mode 100644
index bd5ff97..0000000
--- a/module3/exo3/monthly_in_situ_co2_mlo.csv
+++ /dev/null
@@ -1,837 +0,0 @@
-"-------------------------------------------------------------------------------------------"
-" Atmospheric CO2 concentrations (ppm) derived from in situ air measurements                "
-" at Mauna Loa, Observatory, Hawaii: Latitude 19.5°N Longitude 155.6°W Elevation 3397m      "
-"                                                                                           "
-" Source: R. F. Keeling, S. J. Walker, S. C. Piper and A. F. Bollenbacher                   "
-" Scripps CO2 Program ( http://scrippsco2.ucsd.edu )                                        "
-" Scripps Institution of Oceanography (SIO)                                                 "
-" University of California                                                                  "
-" La Jolla, California USA 92093-0244                                                       "
-"                                                                                           "
-" Status of data and correspondence:                                                        "
-"                                                                                           "
-" These data are subject to revision based on recalibration of standard gases. Questions    "
-" about the data should be directed to Dr. Ralph Keeling (rkeeling@ucsd.edu), Stephen Walker"
-" (sjwalker@ucsd.edu) and Stephen Piper (scpiper@ucsd.edu), Scripps CO2 Program.            "
-"                                                                                           "
-" Baseline data in this file through 10-Jan-2022 from archive dated 13-Jan-2022 08:51:33    "
-"                                                                                           "
-"-------------------------------------------------------------------------------------------"
-"                                                                                           "
-" Please cite as:                                                                           "
-"                                                                                           "
-" C. D. Keeling, S. C. Piper, R. B. Bacastow, M. Wahlen, T. P. Whorf, M. Heimann, and       "
-" H. A. Meijer, Exchanges of atmospheric CO2 and 13CO2 with the terrestrial biosphere and   "
-" oceans from 1978 to 2000.  I. Global aspects, SIO Reference Series, No. 01-06, Scripps    "
-" Institution of Oceanography, San Diego, 88 pages, 2001.                                   "
-"                                                                                           "
-" If it is necessary to cite a peer-reviewed article, please cite as:                       "
-"                                                                                           "
-" C. D. Keeling, S. C. Piper, R. B. Bacastow, M. Wahlen, T. P. Whorf, M. Heimann, and       "
-" H. A. Meijer, Atmospheric CO2 and 13CO2 exchange with the terrestrial biosphere and       "
-" oceans from 1978 to 2000: observations and carbon cycle implications, pages 83-113,       "
-" in "A History of Atmospheric CO2 and its effects on Plants, Animals, and Ecosystems",     "
-" editors, Ehleringer, J.R., T. E. Cerling, M. D. Dearing, Springer Verlag,                 "
-" New York, 2005.                                                                           "
-"                                                                                           "
-"-------------------------------------------------------------------------------------------"
-"                                                                                           "
-" The data file below contains 10 columns.  Columns 1-4 give the dates in several redundant "
-" formats. Column 5 below gives monthly Mauna Loa CO2 concentrations in micro-mol CO2 per   "
-" mole (ppm), reported on the 2012 SIO manometric mole fraction scale.  This is the        "
-" standard version of the data most often sought.  The monthly values have been adjusted    "
-" to 24:00 hours on the 15th of each month.  Column 6 gives the same data after a seasonal  "
-" adjustment to remove the quasi-regular seasonal cycle.  The adjustment involves           "
-" subtracting from the data a 4-harmonic fit with a linear gain factor.  Column 7 is a      "
-" smoothed version of the data generated from a stiff cubic spline function plus 4-harmonic "
-" functions with linear gain.  Column 8 is the same smoothed version with the seasonal      "
-" cycle removed.  Column 9 is identical to Column 5 except that the missing values from     "
-" Column 5 have been filled with values from Column 7.  Column 10 is identical to Column 6  "
-" except missing values have been filled with values from Column 8.  Missing values are     "
-" denoted by -99.99                                                                         "
-"                                                                                           "
-" CO2 concentrations are measured on the '12' calibration scale                             "
-"                                                                                           "
-  Yr, Mn,    Date,      Date,     CO2,seasonally,        fit,  seasonally,      CO2, seasonally
-    ,   ,        ,          ,        ,  adjusted,           ,adjusted fit,   filled,adjusted filled
-    ,   ,   Excel,          ,   [ppm],    [ppm] ,      [ppm],    [ppm],       [ppm],    [ppm]
-1958, 01,   21200, 1958.0411,   -99.99,   -99.99,     -99.99,   -99.99,     -99.99,   -99.99
-1958, 02,   21231, 1958.1260,   -99.99,   -99.99,     -99.99,   -99.99,     -99.99,   -99.99
-1958, 03,   21259, 1958.2027,   315.70,   314.43,     316.20,   314.91,     315.70,   314.43
-1958, 04,   21290, 1958.2877,   317.45,   315.16,     317.30,   314.99,     317.45,   315.16
-1958, 05,   21320, 1958.3699,   317.51,   314.71,     317.87,   315.07,     317.51,   314.71
-1958, 06,   21351, 1958.4548,   -99.99,   -99.99,     317.25,   315.15,     317.25,   315.15
-1958, 07,   21381, 1958.5370,   315.86,   315.20,     315.86,   315.22,     315.86,   315.20
-1958, 08,   21412, 1958.6219,   314.93,   316.20,     313.98,   315.29,     314.93,   316.20
-1958, 09,   21443, 1958.7068,   313.21,   316.09,     312.46,   315.36,     313.21,   316.09
-1958, 10,   21473, 1958.7890,   -99.99,   -99.99,     312.44,   315.41,     312.44,   315.41
-1958, 11,   21504, 1958.8740,   313.33,   315.20,     313.61,   315.46,     313.33,   315.20
-1958, 12,   21534, 1958.9562,   314.67,   315.43,     314.77,   315.52,     314.67,   315.43
-1959, 01,   21565, 1959.0411,   315.58,   315.53,     315.63,   315.58,     315.58,   315.53
-1959, 02,   21596, 1959.1260,   316.49,   315.85,     316.28,   315.64,     316.49,   315.85
-1959, 03,   21624, 1959.2027,   316.65,   315.37,     316.99,   315.70,     316.65,   315.37
-1959, 04,   21655, 1959.2877,   317.72,   315.41,     318.09,   315.77,     317.72,   315.41
-1959, 05,   21685, 1959.3699,   318.29,   315.48,     318.66,   315.85,     318.29,   315.48
-1959, 06,   21716, 1959.4548,   318.15,   316.02,     318.05,   315.94,     318.15,   316.02
-1959, 07,   21746, 1959.5370,   316.54,   315.87,     316.67,   316.03,     316.54,   315.87
-1959, 08,   21777, 1959.6219,   314.80,   316.08,     314.81,   316.13,     314.80,   316.08
-1959, 09,   21808, 1959.7068,   313.84,   316.73,     313.31,   316.22,     313.84,   316.73
-1959, 10,   21838, 1959.7890,   313.33,   316.33,     313.33,   316.31,     313.33,   316.33
-1959, 11,   21869, 1959.8740,   314.81,   316.69,     314.54,   316.40,     314.81,   316.69
-1959, 12,   21899, 1959.9562,   315.58,   316.35,     315.73,   316.48,     315.58,   316.35
-1960, 01,   21930, 1960.0410,   316.43,   316.38,     316.62,   316.56,     316.43,   316.38
-1960, 02,   21961, 1960.1257,   316.98,   316.34,     317.29,   316.64,     316.98,   316.34
-1960, 03,   21990, 1960.2049,   317.58,   316.27,     318.04,   316.72,     317.58,   316.27
-1960, 04,   22021, 1960.2896,   319.03,   316.70,     319.15,   316.80,     319.03,   316.70
-1960, 05,   22051, 1960.3716,   320.03,   317.21,     319.69,   316.87,     320.03,   317.21
-1960, 06,   22082, 1960.4563,   319.59,   317.47,     319.03,   316.93,     319.59,   317.47
-1960, 07,   22112, 1960.5383,   318.18,   317.53,     317.59,   316.98,     318.18,   317.53
-1960, 08,   22143, 1960.6230,   315.90,   317.21,     315.68,   317.02,     315.90,   317.21
-1960, 09,   22174, 1960.7077,   314.17,   317.08,     314.12,   317.05,     314.17,   317.08
-1960, 10,   22204, 1960.7896,   313.83,   316.83,     314.09,   317.08,     313.83,   316.83
-1960, 11,   22235, 1960.8743,   315.00,   316.88,     315.25,   317.11,     315.00,   316.88
-1960, 12,   22265, 1960.9563,   316.19,   316.96,     316.40,   317.15,     316.19,   316.96
-1961, 01,   22296, 1961.0411,   316.89,   316.85,     317.26,   317.20,     316.89,   316.85
-1961, 02,   22327, 1961.1260,   317.70,   317.06,     317.92,   317.27,     317.70,   317.06
-1961, 03,   22355, 1961.2027,   318.54,   317.25,     318.64,   317.34,     318.54,   317.25
-1961, 04,   22386, 1961.2877,   319.48,   317.15,     319.76,   317.42,     319.48,   317.15
-1961, 05,   22416, 1961.3699,   320.58,   317.75,     320.33,   317.50,     320.58,   317.75
-1961, 06,   22447, 1961.4548,   319.77,   317.63,     319.72,   317.59,     319.77,   317.63
-1961, 07,   22477, 1961.5370,   318.56,   317.89,     318.33,   317.68,     318.56,   317.89
-1961, 08,   22508, 1961.6219,   316.79,   318.08,     316.45,   317.77,     316.79,   318.08
-1961, 09,   22539, 1961.7068,   314.99,   317.90,     314.92,   317.85,     314.99,   317.90
-1961, 10,   22569, 1961.7890,   315.31,   318.32,     314.92,   317.92,     315.31,   318.32
-1961, 11,   22600, 1961.8740,   316.10,   317.99,     316.13,   318.00,     316.10,   317.99
-1961, 12,   22630, 1961.9562,   317.01,   317.78,     317.31,   318.06,     317.01,   317.78
-1962, 01,   22661, 1962.0411,   317.94,   317.89,     318.19,   318.13,     317.94,   317.89
-1962, 02,   22692, 1962.1260,   318.55,   317.91,     318.85,   318.20,     318.55,   317.91
-1962, 03,   22720, 1962.2027,   319.68,   318.39,     319.57,   318.26,     319.68,   318.39
-1962, 04,   22751, 1962.2877,   320.57,   318.24,     320.67,   318.33,     320.57,   318.24
-1962, 05,   22781, 1962.3699,   321.02,   318.18,     321.23,   318.39,     321.02,   318.18
-1962, 06,   22812, 1962.4548,   320.62,   318.47,     320.59,   318.45,     320.62,   318.47
-1962, 07,   22842, 1962.5370,   319.61,   318.94,     319.16,   318.51,     319.61,   318.94
-1962, 08,   22873, 1962.6219,   317.40,   318.70,     317.23,   318.56,     317.40,   318.70
-1962, 09,   22904, 1962.7068,   316.24,   319.17,     315.67,   318.61,     316.24,   319.17
-1962, 10,   22934, 1962.7890,   315.42,   318.44,     315.63,   318.64,     315.42,   318.44
-1962, 11,   22965, 1962.8740,   316.69,   318.59,     316.81,   318.68,     316.69,   318.59
-1962, 12,   22995, 1962.9562,   317.70,   318.47,     317.96,   318.72,     317.70,   318.47
-1963, 01,   23026, 1963.0411,   318.74,   318.69,     318.82,   318.77,     318.74,   318.69
-1963, 02,   23057, 1963.1260,   319.07,   318.43,     319.47,   318.81,     319.07,   318.43
-1963, 03,   23085, 1963.2027,   319.86,   318.56,     320.17,   318.86,     319.86,   318.56
-1963, 04,   23116, 1963.2877,   321.38,   319.05,     321.27,   318.91,     321.38,   319.05
-1963, 05,   23146, 1963.3699,   322.25,   319.39,     321.82,   318.97,     322.25,   319.39
-1963, 06,   23177, 1963.4548,   321.48,   319.32,     321.16,   319.02,     321.48,   319.32
-1963, 07,   23207, 1963.5370,   319.74,   319.06,     319.71,   319.06,     319.74,   319.06
-1963, 08,   23238, 1963.6219,   317.77,   319.07,     317.77,   319.11,     317.77,   319.07
-1963, 09,   23269, 1963.7068,   316.21,   319.14,     316.20,   319.15,     316.21,   319.14
-1963, 10,   23299, 1963.7890,   315.99,   319.02,     316.17,   319.19,     315.99,   319.02
-1963, 11,   23330, 1963.8740,   317.07,   318.97,     317.35,   319.23,     317.07,   318.97
-1963, 12,   23360, 1963.9562,   318.35,   319.13,     318.52,   319.28,     318.35,   319.13
-1964, 01,   23391, 1964.0410,   319.57,   319.52,     319.38,   319.32,     319.57,   319.52
-1964, 02,   23422, 1964.1257,   -99.99,   -99.99,     320.02,   319.37,     320.02,   319.37
-1964, 03,   23451, 1964.2049,   -99.99,   -99.99,     320.75,   319.41,     320.75,   319.41
-1964, 04,   23482, 1964.2896,   -99.99,   -99.99,     321.84,   319.46,     321.84,   319.46
-1964, 05,   23512, 1964.3716,   322.25,   319.39,     322.35,   319.50,     322.25,   319.39
-1964, 06,   23543, 1964.4563,   321.89,   319.75,     321.66,   319.53,     321.89,   319.75
-1964, 07,   23573, 1964.5383,   320.44,   319.79,     320.19,   319.56,     320.44,   319.79
-1964, 08,   23604, 1964.6230,   318.69,   320.02,     318.23,   319.59,     318.69,   320.02
-1964, 09,   23635, 1964.7077,   316.71,   319.66,     316.64,   319.61,     316.71,   319.66
-1964, 10,   23665, 1964.7896,   316.87,   319.91,     316.60,   319.62,     316.87,   319.91
-1964, 11,   23696, 1964.8743,   317.68,   319.58,     317.76,   319.64,     317.68,   319.58
-1964, 12,   23726, 1964.9563,   318.71,   319.49,     318.90,   319.66,     318.71,   319.49
-1965, 01,   23757, 1965.0411,   319.44,   319.39,     319.75,   319.69,     319.44,   319.39
-1965, 02,   23788, 1965.1260,   320.44,   319.80,     320.38,   319.73,     320.44,   319.80
-1965, 03,   23816, 1965.2027,   320.89,   319.58,     321.09,   319.77,     320.89,   319.58
-1965, 04,   23847, 1965.2877,   322.14,   319.78,     322.21,   319.84,     322.14,   319.78
-1965, 05,   23877, 1965.3699,   322.17,   319.30,     322.78,   319.91,     322.17,   319.30
-1965, 06,   23908, 1965.4548,   321.87,   319.70,     322.16,   320.00,     321.87,   319.70
-1965, 07,   23938, 1965.5370,   321.21,   320.52,     320.76,   320.10,     321.21,   320.52
-1965, 08,   23969, 1965.6219,   318.87,   320.17,     318.87,   320.21,     318.87,   320.17
-1965, 09,   24000, 1965.7068,   317.82,   320.77,     317.36,   320.33,     317.82,   320.77
-1965, 10,   24030, 1965.7890,   317.30,   320.36,     317.40,   320.44,     317.30,   320.36
-1965, 11,   24061, 1965.8740,   318.87,   320.78,     318.66,   320.55,     318.87,   320.78
-1965, 12,   24091, 1965.9562,   319.42,   320.20,     319.90,   320.67,     319.42,   320.20
-1966, 01,   24122, 1966.0411,   320.62,   320.58,     320.85,   320.79,     320.62,   320.58
-1966, 02,   24153, 1966.1260,   321.60,   320.95,     321.57,   320.91,     321.60,   320.95
-1966, 03,   24181, 1966.2027,   322.39,   321.08,     322.34,   321.01,     322.39,   321.08
-1966, 04,   24212, 1966.2877,   323.70,   321.34,     323.50,   321.13,     323.70,   321.34
-1966, 05,   24242, 1966.3699,   324.08,   321.20,     324.11,   321.23,     324.08,   321.20
-1966, 06,   24273, 1966.4548,   323.75,   321.57,     323.49,   321.32,     323.75,   321.57
-1966, 07,   24303, 1966.5370,   322.38,   321.69,     322.06,   321.41,     322.38,   321.69
-1966, 08,   24334, 1966.6219,   320.36,   321.67,     320.14,   321.49,     320.36,   321.67
-1966, 09,   24365, 1966.7068,   318.64,   321.60,     318.58,   321.56,     318.64,   321.60
-1966, 10,   24395, 1966.7890,   318.10,   321.17,     318.57,   321.62,     318.10,   321.17
-1966, 11,   24426, 1966.8740,   319.78,   321.71,     319.79,   321.69,     319.78,   321.71
-1966, 12,   24456, 1966.9562,   321.03,   321.81,     320.98,   321.75,     321.03,   321.81
-1967, 01,   24487, 1967.0411,   322.33,   322.28,     321.86,   321.80,     322.33,   322.28
-1967, 02,   24518, 1967.1260,   322.50,   321.85,     322.52,   321.86,     322.50,   321.85
-1967, 03,   24546, 1967.2027,   323.04,   321.72,     323.24,   321.91,     323.04,   321.72
-1967, 04,   24577, 1967.2877,   324.42,   322.05,     324.35,   321.96,     324.42,   322.05
-1967, 05,   24607, 1967.3699,   325.00,   322.11,     324.91,   322.02,     325.00,   322.11
-1967, 06,   24638, 1967.4548,   324.09,   321.90,     324.25,   322.08,     324.09,   321.90
-1967, 07,   24668, 1967.5370,   322.54,   321.86,     322.80,   322.14,     322.54,   321.86
-1967, 08,   24699, 1967.6219,   320.92,   322.23,     320.86,   322.21,     320.92,   322.23
-1967, 09,   24730, 1967.7068,   319.25,   322.23,     319.29,   322.28,     319.25,   322.23
-1967, 10,   24760, 1967.7890,   319.39,   322.47,     319.29,   322.35,     319.39,   322.47
-1967, 11,   24791, 1967.8740,   320.72,   322.65,     320.52,   322.43,     320.72,   322.65
-1967, 12,   24821, 1967.9562,   321.96,   322.74,     321.73,   322.50,     321.96,   322.74
-1968, 01,   24852, 1968.0410,   322.57,   322.52,     322.63,   322.57,     322.57,   322.52
-1968, 02,   24883, 1968.1257,   323.15,   322.49,     323.32,   322.66,     323.15,   322.49
-1968, 03,   24912, 1968.2049,   323.89,   322.55,     324.09,   322.74,     323.89,   322.55
-1968, 04,   24943, 1968.2896,   325.02,   322.62,     325.25,   322.83,     325.02,   322.62
-1968, 05,   24973, 1968.3716,   325.57,   322.67,     325.82,   322.93,     325.57,   322.67
-1968, 06,   25004, 1968.4563,   325.36,   323.18,     325.19,   323.04,     325.36,   323.18
-1968, 07,   25034, 1968.5383,   324.14,   323.48,     323.78,   323.14,     324.14,   323.48
-1968, 08,   25065, 1968.6230,   322.11,   323.45,     321.88,   323.26,     322.11,   323.45
-1968, 09,   25096, 1968.7077,   320.33,   323.32,     320.37,   323.37,     320.33,   323.32
-1968, 10,   25126, 1968.7896,   320.25,   323.33,     320.42,   323.49,     320.25,   323.33
-1968, 11,   25157, 1968.8743,   321.32,   323.25,     321.71,   323.62,     321.32,   323.25
-1968, 12,   25187, 1968.9563,   322.89,   323.68,     322.98,   323.75,     322.89,   323.68
-1969, 01,   25218, 1969.0411,   324.00,   323.96,     323.95,   323.89,     324.00,   323.96
-1969, 02,   25249, 1969.1260,   324.41,   323.76,     324.70,   324.03,     324.41,   323.76
-1969, 03,   25277, 1969.2027,   325.63,   324.31,     325.50,   324.17,     325.63,   324.31
-1969, 04,   25308, 1969.2877,   326.66,   324.28,     326.71,   324.31,     326.66,   324.28
-1969, 05,   25338, 1969.3699,   327.38,   324.47,     327.35,   324.44,     327.38,   324.47
-1969, 06,   25369, 1969.4548,   326.71,   324.50,     326.76,   324.58,     326.71,   324.50
-1969, 07,   25399, 1969.5370,   325.88,   325.19,     325.36,   324.69,     325.88,   325.19
-1969, 08,   25430, 1969.6219,   323.66,   324.99,     323.45,   324.81,     323.66,   324.99
-1969, 09,   25461, 1969.7068,   322.38,   325.37,     321.90,   324.91,     322.38,   325.37
-1969, 10,   25491, 1969.7890,   321.78,   324.88,     321.91,   325.00,     321.78,   324.88
-1969, 11,   25522, 1969.8740,   322.85,   324.80,     323.16,   325.08,     322.85,   324.80
-1969, 12,   25552, 1969.9562,   324.11,   324.91,     324.39,   325.16,     324.11,   324.91
-1970, 01,   25583, 1970.0411,   325.06,   325.01,     325.30,   325.24,     325.06,   325.01
-1970, 02,   25614, 1970.1260,   325.98,   325.32,     326.00,   325.33,     325.98,   325.32
-1970, 03,   25642, 1970.2027,   326.93,   325.60,     326.74,   325.40,     326.93,   325.60
-1970, 04,   25673, 1970.2877,   328.13,   325.74,     327.89,   325.48,     328.13,   325.74
-1970, 05,   25703, 1970.3699,   328.08,   325.16,     328.47,   325.56,     328.08,   325.16
-1970, 06,   25734, 1970.4548,   327.67,   325.46,     327.83,   325.63,     327.67,   325.46
-1970, 07,   25764, 1970.5370,   326.34,   325.65,     326.37,   325.71,     326.34,   325.65
-1970, 08,   25795, 1970.6219,   324.68,   326.01,     324.41,   325.78,     324.68,   326.01
-1970, 09,   25826, 1970.7068,   323.10,   326.10,     322.82,   325.84,     323.10,   326.10
-1970, 10,   25856, 1970.7890,   323.07,   326.17,     322.80,   325.89,     323.07,   326.17
-1970, 11,   25887, 1970.8740,   324.01,   325.96,     324.01,   325.93,     324.01,   325.96
-1970, 12,   25917, 1970.9562,   325.13,   325.93,     325.19,   325.97,     325.13,   325.93
-1971, 01,   25948, 1971.0411,   326.17,   326.12,     326.07,   326.01,     326.17,   326.12
-1971, 02,   25979, 1971.1260,   326.68,   326.02,     326.72,   326.05,     326.68,   326.02
-1971, 03,   26007, 1971.2027,   327.18,   325.84,     327.44,   326.09,     327.18,   325.84
-1971, 04,   26038, 1971.2877,   327.79,   325.38,     328.56,   326.14,     327.79,   325.38
-1971, 05,   26068, 1971.3699,   328.93,   326.00,     329.13,   326.20,     328.93,   326.00
-1971, 06,   26099, 1971.4548,   328.57,   326.35,     328.47,   326.27,     328.57,   326.35
-1971, 07,   26129, 1971.5370,   327.36,   326.66,     327.00,   326.34,     327.36,   326.66
-1971, 08,   26160, 1971.6219,   325.43,   326.76,     325.04,   326.41,     325.43,   326.76
-1971, 09,   26191, 1971.7068,   323.36,   326.38,     323.45,   326.48,     323.36,   326.38
-1971, 10,   26221, 1971.7890,   323.56,   326.68,     323.45,   326.55,     323.56,   326.68
-1971, 11,   26252, 1971.8740,   324.80,   326.75,     324.69,   326.62,     324.80,   326.75
-1971, 12,   26282, 1971.9562,   326.01,   326.81,     325.92,   326.70,     326.01,   326.81
-1972, 01,   26313, 1972.0410,   326.77,   326.72,     326.85,   326.79,     326.77,   326.72
-1972, 02,   26344, 1972.1257,   327.63,   326.97,     327.55,   326.88,     327.63,   326.97
-1972, 03,   26373, 1972.2049,   327.75,   326.39,     328.36,   326.98,     327.75,   326.39
-1972, 04,   26404, 1972.2896,   329.72,   327.29,     329.55,   327.10,     329.72,   327.29
-1972, 05,   26434, 1972.3716,   330.07,   327.13,     330.17,   327.23,     330.07,   327.13
-1972, 06,   26465, 1972.4563,   329.09,   326.88,     329.57,   327.38,     329.09,   326.88
-1972, 07,   26495, 1972.5383,   328.04,   327.37,     328.18,   327.54,     328.04,   327.37
-1972, 08,   26526, 1972.6230,   326.32,   327.69,     326.33,   327.72,     326.32,   327.69
-1972, 09,   26557, 1972.7077,   324.84,   327.87,     324.87,   327.92,     324.84,   327.87
-1972, 10,   26587, 1972.7896,   325.20,   328.32,     325.00,   328.11,     325.20,   328.32
-1972, 11,   26618, 1972.8743,   326.50,   328.46,     326.38,   328.31,     326.50,   328.46
-1972, 12,   26648, 1972.9563,   327.55,   328.35,     327.73,   328.51,     327.55,   328.35
-1973, 01,   26679, 1973.0411,   328.55,   328.50,     328.78,   328.72,     328.55,   328.50
-1973, 02,   26710, 1973.1260,   329.56,   328.90,     329.60,   328.93,     329.56,   328.90
-1973, 03,   26738, 1973.2027,   330.30,   328.96,     330.47,   329.11,     330.30,   328.96
-1973, 04,   26769, 1973.2877,   331.50,   329.08,     331.74,   329.31,     331.50,   329.08
-1973, 05,   26799, 1973.3699,   332.48,   329.53,     332.43,   329.48,     332.48,   329.53
-1973, 06,   26830, 1973.4548,   332.07,   329.84,     331.86,   329.64,     332.07,   329.84
-1973, 07,   26860, 1973.5370,   330.87,   330.17,     330.45,   329.78,     330.87,   330.17
-1973, 08,   26891, 1973.6219,   329.31,   330.65,     328.51,   329.89,     329.31,   330.65
-1973, 09,   26922, 1973.7068,   327.52,   330.56,     326.92,   329.97,     327.52,   330.56
-1973, 10,   26952, 1973.7890,   327.19,   330.33,     326.89,   330.02,     327.19,   330.33
-1973, 11,   26983, 1973.8740,   328.17,   330.13,     328.11,   330.05,     328.17,   330.13
-1973, 12,   27013, 1973.9562,   328.65,   329.45,     329.29,   330.08,     328.65,   329.45
-1974, 01,   27044, 1974.0411,   329.36,   329.31,     330.16,   330.10,     329.36,   329.31
-1974, 02,   27075, 1974.1260,   330.71,   330.05,     330.80,   330.13,     330.71,   330.05
-1974, 03,   27103, 1974.2027,   331.49,   330.14,     331.52,   330.15,     331.49,   330.14
-1974, 04,   27134, 1974.2877,   332.65,   330.23,     332.63,   330.19,     332.65,   330.23
-1974, 05,   27164, 1974.3699,   333.10,   330.14,     333.19,   330.23,     333.10,   330.14
-1974, 06,   27195, 1974.4548,   332.26,   330.02,     332.50,   330.27,     332.26,   330.02
-1974, 07,   27225, 1974.5370,   331.18,   330.48,     331.00,   330.32,     331.18,   330.48
-1974, 08,   27256, 1974.6219,   329.40,   330.75,     328.99,   330.37,     329.40,   330.75
-1974, 09,   27287, 1974.7068,   327.44,   330.49,     327.36,   330.42,     327.44,   330.49
-1974, 10,   27317, 1974.7890,   327.38,   330.53,     327.34,   330.48,     327.38,   330.53
-1974, 11,   27348, 1974.8740,   328.46,   330.44,     328.58,   330.53,     328.46,   330.44
-1974, 12,   27378, 1974.9562,   329.58,   330.39,     329.80,   330.60,     329.58,   330.39
-1975, 01,   27409, 1975.0411,   330.41,   330.36,     330.73,   330.67,     330.41,   330.36
-1975, 02,   27440, 1975.1260,   331.41,   330.74,     331.43,   330.75,     331.41,   330.74
-1975, 03,   27468, 1975.2027,   332.05,   330.70,     332.19,   330.83,     332.05,   330.70
-1975, 04,   27499, 1975.2877,   333.32,   330.88,     333.37,   330.92,     333.32,   330.88
-1975, 05,   27529, 1975.3699,   333.98,   331.01,     333.99,   331.02,     333.98,   331.01
-1975, 06,   27560, 1975.4548,   333.61,   331.37,     333.35,   331.12,     333.61,   331.37
-1975, 07,   27590, 1975.5370,   331.91,   331.21,     331.89,   331.21,     331.91,   331.21
-1975, 08,   27621, 1975.6219,   330.06,   331.42,     329.92,   331.31,     330.06,   331.42
-1975, 09,   27652, 1975.7068,   328.56,   331.62,     328.33,   331.40,     328.56,   331.62
-1975, 10,   27682, 1975.7890,   328.35,   331.51,     328.34,   331.49,     328.35,   331.51
-1975, 11,   27713, 1975.8740,   329.50,   331.48,     329.61,   331.57,     329.50,   331.48
-1975, 12,   27743, 1975.9562,   330.77,   331.58,     330.86,   331.65,     330.77,   331.58
-1976, 01,   27774, 1976.0410,   331.76,   331.71,     331.79,   331.73,     331.76,   331.71
-1976, 02,   27805, 1976.1257,   332.58,   331.91,     332.49,   331.81,     332.58,   331.91
-1976, 03,   27834, 1976.2049,   333.50,   332.13,     333.28,   331.89,     333.50,   332.13
-1976, 04,   27865, 1976.2896,   334.59,   332.13,     334.45,   331.96,     334.59,   332.13
-1976, 05,   27895, 1976.3716,   334.89,   331.91,     335.02,   332.04,     334.89,   331.91
-1976, 06,   27926, 1976.4563,   334.34,   332.11,     334.34,   332.12,     334.34,   332.11
-1976, 07,   27956, 1976.5383,   333.06,   332.38,     332.86,   332.21,     333.06,   332.38
-1976, 08,   27987, 1976.6230,   330.95,   332.33,     330.89,   332.30,     330.95,   332.33
-1976, 09,   28018, 1976.7077,   329.31,   332.39,     329.32,   332.41,     329.31,   332.39
-1976, 10,   28048, 1976.7896,   328.95,   332.11,     329.37,   332.52,     328.95,   332.11
-1976, 11,   28079, 1976.8743,   330.32,   332.30,     330.69,   332.65,     330.32,   332.30
-1976, 12,   28109, 1976.9563,   331.69,   332.50,     331.99,   332.79,     331.69,   332.50
-1977, 01,   28140, 1977.0411,   332.94,   332.89,     333.01,   332.95,     332.94,   332.89
-1977, 02,   28171, 1977.1260,   333.43,   332.76,     333.80,   333.12,     333.43,   332.76
-1977, 03,   28199, 1977.2027,   334.71,   333.35,     334.66,   333.28,     334.71,   333.35
-1977, 04,   28230, 1977.2877,   336.08,   333.63,     335.94,   333.47,     336.08,   333.63
-1977, 05,   28260, 1977.3699,   336.76,   333.77,     336.64,   333.65,     336.76,   333.77
-1977, 06,   28291, 1977.4548,   336.28,   334.01,     336.07,   333.83,     336.28,   334.01
-1977, 07,   28321, 1977.5370,   334.93,   334.22,     334.68,   334.00,     334.93,   334.22
-1977, 08,   28352, 1977.6219,   332.76,   334.13,     332.77,   334.17,     332.76,   334.13
-1977, 09,   28383, 1977.7068,   331.60,   334.68,     331.23,   334.33,     331.60,   334.68
-1977, 10,   28413, 1977.7890,   331.17,   334.35,     331.30,   334.47,     331.17,   334.35
-1977, 11,   28444, 1977.8740,   332.41,   334.41,     332.64,   334.62,     332.41,   334.41
-1977, 12,   28474, 1977.9562,   333.86,   334.67,     333.95,   334.75,     333.86,   334.67
-1978, 01,   28505, 1978.0411,   334.98,   334.93,     334.95,   334.89,     334.98,   334.93
-1978, 02,   28536, 1978.1260,   335.40,   334.72,     335.71,   335.02,     335.40,   334.72
-1978, 03,   28564, 1978.2027,   336.65,   335.29,     336.52,   335.14,     336.65,   335.29
-1978, 04,   28595, 1978.2877,   337.77,   335.31,     337.74,   335.27,     337.77,   335.31
-1978, 05,   28625, 1978.3699,   338.02,   335.03,     338.38,   335.39,     338.02,   335.03
-1978, 06,   28656, 1978.4548,   337.91,   335.64,     337.75,   335.50,     337.91,   335.64
-1978, 07,   28686, 1978.5370,   336.55,   335.84,     336.29,   335.61,     336.55,   335.84
-1978, 08,   28717, 1978.6219,   334.69,   336.06,     334.31,   335.71,     334.69,   336.06
-1978, 09,   28748, 1978.7068,   332.77,   335.86,     332.71,   335.81,     332.77,   335.86
-1978, 10,   28778, 1978.7890,   332.56,   335.74,     332.73,   335.91,     332.56,   335.74
-1978, 11,   28809, 1978.8740,   333.93,   335.93,     334.02,   336.00,     333.93,   335.93
-1978, 12,   28839, 1978.9562,   334.96,   335.78,     335.30,   336.10,     334.96,   335.78
-1979, 01,   28870, 1979.0411,   336.24,   336.19,     336.27,   336.21,     336.24,   336.19
-1979, 02,   28901, 1979.1260,   336.77,   336.09,     337.01,   336.32,     336.77,   336.09
-1979, 03,   28929, 1979.2027,   337.97,   336.60,     337.81,   336.43,     337.97,   336.60
-1979, 04,   28960, 1979.2877,   338.89,   336.43,     339.04,   336.55,     338.89,   336.43
-1979, 05,   28990, 1979.3699,   339.48,   336.48,     339.69,   336.68,     339.48,   336.48
-1979, 06,   29021, 1979.4548,   339.30,   337.02,     339.08,   336.82,     339.30,   337.02
-1979, 07,   29051, 1979.5370,   337.74,   337.03,     337.64,   336.95,     337.74,   337.03
-1979, 08,   29082, 1979.6219,   336.10,   337.47,     335.69,   337.09,     336.10,   337.47
-1979, 09,   29113, 1979.7068,   333.93,   337.02,     334.13,   337.24,     333.93,   337.02
-1979, 10,   29143, 1979.7890,   333.87,   337.07,     334.20,   337.38,     333.87,   337.07
-1979, 11,   29174, 1979.8740,   335.30,   337.31,     335.56,   337.54,     335.30,   337.31
-1979, 12,   29204, 1979.9562,   336.74,   337.56,     336.90,   337.70,     336.74,   337.56
-1980, 01,   29235, 1980.0410,   338.03,   337.98,     337.93,   337.87,     338.03,   337.98
-1980, 02,   29266, 1980.1257,   338.37,   337.69,     338.72,   338.03,     338.37,   337.69
-1980, 03,   29295, 1980.2049,   340.09,   338.69,     339.60,   338.19,     340.09,   338.69
-1980, 04,   29326, 1980.2896,   340.78,   338.28,     340.87,   338.35,     340.78,   338.28
-1980, 05,   29356, 1980.3716,   341.48,   338.47,     341.52,   338.50,     341.48,   338.47
-1980, 06,   29387, 1980.4563,   341.18,   338.92,     340.89,   338.65,     341.18,   338.92
-1980, 07,   29417, 1980.5383,   339.57,   338.88,     339.44,   338.79,     339.57,   338.88
-1980, 08,   29448, 1980.6230,   337.61,   339.01,     337.48,   338.92,     337.61,   339.01
-1980, 09,   29479, 1980.7077,   335.90,   339.01,     335.91,   339.04,     335.90,   339.01
-1980, 10,   29509, 1980.7896,   336.03,   339.23,     335.96,   339.15,     336.03,   339.23
-1980, 11,   29540, 1980.8743,   337.12,   339.13,     337.27,   339.26,     337.12,   339.13
-1980, 12,   29570, 1980.9563,   338.23,   339.05,     338.56,   339.36,     338.23,   339.05
-1981, 01,   29601, 1981.0411,   339.25,   339.20,     339.53,   339.47,     339.25,   339.20
-1981, 02,   29632, 1981.1260,   340.50,   339.81,     340.26,   339.57,     340.50,   339.81
-1981, 03,   29660, 1981.2027,   341.40,   340.02,     341.05,   339.66,     341.40,   340.02
-1981, 04,   29691, 1981.2877,   342.52,   340.04,     342.25,   339.75,     342.52,   340.04
-1981, 05,   29721, 1981.3699,   342.93,   339.90,     342.86,   339.83,     342.93,   339.90
-1981, 06,   29752, 1981.4548,   342.27,   339.98,     342.19,   339.92,     342.27,   339.98
-1981, 07,   29782, 1981.5370,   340.50,   339.79,     340.69,   340.00,     340.50,   339.79
-1981, 08,   29813, 1981.6219,   338.45,   339.83,     338.68,   340.09,     338.45,   339.83
-1981, 09,   29844, 1981.7068,   336.71,   339.83,     337.06,   340.19,     336.71,   339.83
-1981, 10,   29874, 1981.7890,   336.88,   340.10,     337.08,   340.29,     336.88,   340.10
-1981, 11,   29905, 1981.8740,   338.38,   340.40,     338.40,   340.40,     338.38,   340.40
-1981, 12,   29935, 1981.9562,   339.63,   340.46,     339.70,   340.51,     339.63,   340.46
-1982, 01,   29966, 1982.0411,   340.77,   340.72,     340.68,   340.62,     340.77,   340.72
-1982, 02,   29997, 1982.1260,   341.63,   340.95,     341.42,   340.72,     341.63,   340.95
-1982, 03,   30025, 1982.2027,   342.72,   341.34,     342.21,   340.81,     342.72,   341.34
-1982, 04,   30056, 1982.2877,   343.59,   341.10,     343.41,   340.90,     343.59,   341.10
-1982, 05,   30086, 1982.3699,   344.16,   341.12,     344.02,   340.98,     344.16,   341.12
-1982, 06,   30117, 1982.4548,   343.37,   341.07,     343.34,   341.06,     343.37,   341.07
-1982, 07,   30147, 1982.5370,   342.07,   341.35,     341.83,   341.14,     342.07,   341.35
-1982, 08,   30178, 1982.6219,   339.83,   341.21,     339.80,   341.22,     339.83,   341.21
-1982, 09,   30209, 1982.7068,   338.00,   341.12,     338.16,   341.31,     338.00,   341.12
-1982, 10,   30239, 1982.7890,   337.88,   341.11,     338.18,   341.40,     337.88,   341.11
-1982, 11,   30270, 1982.8740,   339.28,   341.31,     339.51,   341.52,     339.28,   341.31
-1982, 12,   30300, 1982.9562,   340.51,   341.34,     340.83,   341.65,     340.51,   341.34
-1983, 01,   30331, 1983.0411,   341.40,   341.35,     341.86,   341.80,     341.40,   341.35
-1983, 02,   30362, 1983.1260,   342.54,   341.86,     342.67,   341.97,     342.54,   341.86
-1983, 03,   30390, 1983.2027,   343.12,   341.73,     343.54,   342.14,     343.12,   341.73
-1983, 04,   30421, 1983.2877,   344.96,   342.46,     344.85,   342.33,     344.96,   342.46
-1983, 05,   30451, 1983.3699,   345.78,   342.73,     345.57,   342.52,     345.78,   342.73
-1983, 06,   30482, 1983.4548,   345.34,   343.03,     345.00,   342.71,     345.34,   343.03
-1983, 07,   30512, 1983.5370,   344.00,   343.27,     343.58,   342.89,     344.00,   343.27
-1983, 08,   30543, 1983.6219,   342.40,   343.79,     341.64,   343.07,     342.40,   343.79
-1983, 09,   30574, 1983.7068,   339.89,   343.02,     340.08,   343.23,     339.89,   343.02
-1983, 10,   30604, 1983.7890,   340.00,   343.25,     340.15,   343.38,     340.00,   343.25
-1983, 11,   30635, 1983.8740,   341.16,   343.19,     341.52,   343.53,     341.16,   343.19
-1983, 12,   30665, 1983.9562,   342.99,   343.82,     342.86,   343.68,     342.99,   343.82
-1984, 01,   30696, 1984.0410,   343.82,   343.77,     343.88,   343.82,     343.82,   343.77
-1984, 02,   30727, 1984.1257,   344.62,   343.93,     344.66,   343.96,     344.62,   343.93
-1984, 03,   30756, 1984.2049,   345.39,   343.97,     345.52,   344.09,     345.39,   343.97
-1984, 04,   30787, 1984.2896,   347.15,   344.62,     346.76,   344.22,     347.15,   344.62
-1984, 05,   30817, 1984.3716,   347.52,   344.47,     347.39,   344.34,     347.52,   344.47
-1984, 06,   30848, 1984.4563,   346.88,   344.59,     346.73,   344.46,     346.88,   344.59
-1984, 07,   30878, 1984.5383,   345.47,   344.77,     345.24,   344.57,     345.47,   344.77
-1984, 08,   30909, 1984.6230,   343.34,   344.76,     343.23,   344.69,     343.34,   344.76
-1984, 09,   30940, 1984.7077,   341.13,   344.29,     341.63,   344.80,     341.13,   344.29
-1984, 10,   30970, 1984.7896,   341.40,   344.64,     341.68,   344.92,     341.40,   344.64
-1984, 11,   31001, 1984.8743,   343.02,   345.05,     343.03,   345.04,     343.02,   345.05
-1984, 12,   31031, 1984.9563,   344.25,   345.08,     344.34,   345.16,     344.25,   345.08
-1985, 01,   31062, 1985.0411,   344.99,   344.94,     345.35,   345.28,     344.99,   344.94
-1985, 02,   31093, 1985.1260,   346.01,   345.32,     346.11,   345.41,     346.01,   345.32
-1985, 03,   31121, 1985.2027,   347.43,   346.04,     346.93,   345.52,     347.43,   346.04
-1985, 04,   31152, 1985.2877,   348.34,   345.83,     348.16,   345.63,     348.34,   345.83
-1985, 05,   31182, 1985.3699,   348.92,   345.86,     348.80,   345.73,     348.92,   345.86
-1985, 06,   31213, 1985.4548,   348.24,   345.92,     348.13,   345.83,     348.24,   345.92
-1985, 07,   31243, 1985.5370,   346.54,   345.81,     346.61,   345.92,     346.54,   345.81
-1985, 08,   31274, 1985.6219,   344.64,   346.04,     344.57,   346.00,     344.64,   346.04
-1985, 09,   31305, 1985.7068,   343.06,   346.21,     342.92,   346.09,     343.06,   346.21
-1985, 10,   31335, 1985.7890,   342.78,   346.04,     342.92,   346.17,     342.78,   346.04
-1985, 11,   31366, 1985.8740,   344.21,   346.26,     344.24,   346.26,     344.21,   346.26
-1985, 12,   31396, 1985.9562,   345.53,   346.37,     345.53,   346.35,     345.53,   346.37
-1986, 01,   31427, 1986.0411,   346.28,   346.23,     346.52,   346.45,     346.28,   346.23
-1986, 02,   31458, 1986.1260,   346.93,   346.24,     347.27,   346.56,     346.93,   346.24
-1986, 03,   31486, 1986.2027,   347.83,   346.43,     348.08,   346.67,     347.83,   346.43
-1986, 04,   31517, 1986.2877,   349.53,   347.01,     349.33,   346.80,     349.53,   347.01
-1986, 05,   31547, 1986.3699,   350.19,   347.12,     349.99,   346.92,     350.19,   347.12
-1986, 06,   31578, 1986.4548,   349.53,   347.20,     349.36,   347.05,     349.53,   347.20
-1986, 07,   31608, 1986.5370,   347.92,   347.19,     347.87,   347.18,     347.92,   347.19
-1986, 08,   31639, 1986.6219,   345.88,   347.28,     345.87,   347.30,     345.88,   347.28
-1986, 09,   31670, 1986.7068,   344.83,   348.00,     344.25,   347.43,     344.83,   348.00
-1986, 10,   31700, 1986.7890,   344.15,   347.43,     344.30,   347.56,     344.15,   347.43
-1986, 11,   31731, 1986.8740,   345.64,   347.69,     345.66,   347.69,     345.64,   347.69
-1986, 12,   31761, 1986.9562,   346.88,   347.72,     347.00,   347.82,     346.88,   347.72
-1987, 01,   31792, 1987.0411,   348.00,   347.95,     348.03,   347.97,     348.00,   347.95
-1987, 02,   31823, 1987.1260,   348.47,   347.77,     348.82,   348.12,     348.47,   347.77
-1987, 03,   31851, 1987.2027,   349.40,   348.00,     349.69,   348.27,     349.40,   348.00
-1987, 04,   31882, 1987.2877,   350.97,   348.44,     350.99,   348.44,     350.97,   348.44
-1987, 05,   31912, 1987.3699,   351.84,   348.75,     351.70,   348.61,     351.84,   348.75
-1987, 06,   31943, 1987.4548,   351.25,   348.91,     351.12,   348.80,     351.25,   348.91
-1987, 07,   31973, 1987.5370,   349.50,   348.76,     349.69,   348.99,     349.50,   348.76
-1987, 08,   32004, 1987.6219,   348.09,   349.49,     347.74,   349.18,     348.09,   349.49
-1987, 09,   32035, 1987.7068,   346.44,   349.61,     346.19,   349.38,     346.44,   349.61
-1987, 10,   32065, 1987.7890,   346.09,   349.38,     346.30,   349.57,     346.09,   349.38
-1987, 11,   32096, 1987.8740,   347.54,   349.60,     347.73,   349.77,     347.54,   349.60
-1987, 12,   32126, 1987.9562,   348.69,   349.54,     349.15,   349.97,     348.69,   349.54
-1988, 01,   32157, 1988.0410,   350.16,   350.11,     350.24,   350.18,     350.16,   350.11
-1988, 02,   32188, 1988.1257,   351.47,   350.77,     351.09,   350.39,     351.47,   350.77
-1988, 03,   32217, 1988.2049,   351.96,   350.52,     352.03,   350.58,     351.96,   350.52
-1988, 04,   32248, 1988.2896,   353.33,   350.77,     353.36,   350.78,     353.33,   350.77
-1988, 05,   32278, 1988.3716,   353.97,   350.88,     354.06,   350.97,     353.97,   350.88
-1988, 06,   32309, 1988.4563,   353.55,   351.23,     353.46,   351.16,     353.55,   351.23
-1988, 07,   32339, 1988.5383,   352.14,   351.43,     352.01,   351.33,     352.14,   351.43
-1988, 08,   32370, 1988.6230,   350.19,   351.63,     350.03,   351.50,     350.19,   351.63
-1988, 09,   32401, 1988.7077,   348.50,   351.69,     348.44,   351.66,     348.50,   351.69
-1988, 10,   32431, 1988.7896,   348.66,   351.95,     348.52,   351.80,     348.66,   351.95
-1988, 11,   32462, 1988.8743,   349.85,   351.91,     349.90,   351.93,     349.85,   351.91
-1988, 12,   32492, 1988.9563,   351.12,   351.96,     351.23,   352.06,     351.12,   351.96
-1989, 01,   32523, 1989.0411,   352.55,   352.50,     352.24,   352.17,     352.55,   352.50
-1989, 02,   32554, 1989.1260,   352.86,   352.16,     353.00,   352.29,     352.86,   352.16
-1989, 03,   32582, 1989.2027,   353.48,   352.07,     353.81,   352.39,     353.48,   352.07
-1989, 04,   32613, 1989.2877,   355.22,   352.67,     355.05,   352.49,     355.22,   352.67
-1989, 05,   32643, 1989.3699,   355.47,   352.37,     355.69,   352.59,     355.47,   352.37
-1989, 06,   32674, 1989.4548,   354.92,   352.57,     355.02,   352.69,     354.92,   352.57
-1989, 07,   32704, 1989.5370,   353.70,   352.96,     353.50,   352.79,     353.70,   352.96
-1989, 08,   32735, 1989.6219,   351.47,   352.88,     351.44,   352.89,     351.47,   352.88
-1989, 09,   32766, 1989.7068,   349.61,   352.80,     349.77,   352.99,     349.61,   352.80
-1989, 10,   32796, 1989.7890,   349.79,   353.09,     349.79,   353.08,     349.79,   353.09
-1989, 11,   32827, 1989.8740,   351.10,   353.17,     351.13,   353.18,     351.10,   353.17
-1989, 12,   32857, 1989.9562,   352.32,   353.17,     352.45,   353.28,     352.32,   353.17
-1990, 01,   32888, 1990.0411,   353.46,   353.41,     353.45,   353.39,     353.46,   353.41
-1990, 02,   32919, 1990.1260,   354.50,   353.80,     354.20,   353.49,     354.50,   353.80
-1990, 03,   32947, 1990.2027,   355.19,   353.77,     355.01,   353.58,     355.19,   353.77
-1990, 04,   32978, 1990.2877,   356.00,   353.45,     356.26,   353.69,     356.00,   353.45
-1990, 05,   33008, 1990.3699,   356.96,   353.85,     356.90,   353.79,     356.96,   353.85
-1990, 06,   33039, 1990.4548,   356.04,   353.68,     356.24,   353.91,     356.04,   353.68
-1990, 07,   33069, 1990.5370,   354.62,   353.88,     354.73,   354.03,     354.62,   353.88
-1990, 08,   33100, 1990.6219,   352.71,   354.13,     352.70,   354.16,     352.71,   354.13
-1990, 09,   33131, 1990.7068,   350.77,   353.98,     351.08,   354.30,     350.77,   353.98
-1990, 10,   33161, 1990.7890,   350.99,   354.30,     351.14,   354.44,     350.99,   354.30
-1990, 11,   33192, 1990.8740,   352.64,   354.72,     352.53,   354.59,     352.64,   354.72
-1990, 12,   33222, 1990.9562,   354.02,   354.87,     353.90,   354.74,     354.02,   354.87
-1991, 01,   33253, 1991.0411,   354.53,   354.47,     354.95,   354.88,     354.53,   354.47
-1991, 02,   33284, 1991.1260,   355.55,   354.85,     355.74,   355.02,     355.55,   354.85
-1991, 03,   33312, 1991.2027,   356.96,   355.54,     356.58,   355.14,     356.96,   355.54
-1991, 04,   33343, 1991.2877,   358.40,   355.84,     357.84,   355.26,     358.40,   355.84
-1991, 05,   33373, 1991.3699,   359.14,   356.01,     358.47,   355.35,     359.14,   356.01
-1991, 06,   33404, 1991.4548,   358.04,   355.68,     357.77,   355.43,     358.04,   355.68
-1991, 07,   33434, 1991.5370,   355.98,   355.23,     356.20,   355.49,     355.98,   355.23
-1991, 08,   33465, 1991.6219,   353.81,   355.24,     354.09,   355.55,     353.81,   355.24
-1991, 09,   33496, 1991.7068,   351.95,   355.17,     352.38,   355.61,     351.95,   355.17
-1991, 10,   33526, 1991.7890,   352.02,   355.34,     352.36,   355.67,     352.02,   355.34
-1991, 11,   33557, 1991.8740,   353.55,   355.63,     353.67,   355.73,     353.55,   355.63
-1991, 12,   33587, 1991.9562,   354.79,   355.64,     354.96,   355.80,     354.79,   355.64
-1992, 01,   33618, 1992.0410,   355.79,   355.73,     355.93,   355.87,     355.79,   355.73
-1992, 02,   33649, 1992.1257,   356.52,   355.82,     356.65,   355.94,     356.52,   355.82
-1992, 03,   33678, 1992.2049,   357.61,   356.16,     357.47,   356.00,     357.61,   356.16
-1992, 04,   33709, 1992.2896,   358.95,   356.36,     358.68,   356.07,     358.95,   356.36
-1992, 05,   33739, 1992.3716,   359.46,   356.33,     359.25,   356.12,     359.46,   356.33
-1992, 06,   33770, 1992.4563,   359.05,   356.70,     358.49,   356.16,     359.05,   356.70
-1992, 07,   33800, 1992.5383,   356.82,   356.11,     356.88,   356.20,     356.82,   356.11
-1992, 08,   33831, 1992.6230,   354.80,   356.26,     354.74,   356.23,     354.80,   356.26
-1992, 09,   33862, 1992.7077,   352.81,   356.04,     353.01,   356.26,     352.81,   356.04
-1992, 10,   33892, 1992.7896,   353.11,   356.44,     352.98,   356.29,     353.11,   356.44
-1992, 11,   33923, 1992.8743,   353.96,   356.05,     354.27,   356.33,     353.96,   356.05
-1992, 12,   33953, 1992.9563,   355.20,   356.05,     355.54,   356.37,     355.20,   356.05
-1993, 01,   33984, 1993.0411,   356.50,   356.45,     356.49,   356.43,     356.50,   356.45
-1993, 02,   34015, 1993.1260,   356.97,   356.26,     357.21,   356.49,     356.97,   356.26
-1993, 03,   34043, 1993.2027,   358.18,   356.75,     358.00,   356.55,     358.18,   356.75
-1993, 04,   34074, 1993.2877,   359.26,   356.68,     359.22,   356.63,     359.26,   356.68
-1993, 05,   34104, 1993.3699,   360.08,   356.94,     359.85,   356.71,     360.08,   356.94
-1993, 06,   34135, 1993.4548,   359.40,   357.02,     359.16,   356.80,     359.40,   357.02
-1993, 07,   34165, 1993.5370,   357.38,   356.63,     357.62,   356.90,     357.38,   356.63
-1993, 08,   34196, 1993.6219,   355.33,   356.76,     355.55,   357.01,     355.33,   356.76
-1993, 09,   34227, 1993.7068,   353.50,   356.74,     353.89,   357.14,     353.50,   356.74
-1993, 10,   34257, 1993.7890,   353.80,   357.14,     353.95,   357.28,     353.80,   357.14
-1993, 11,   34288, 1993.8740,   355.15,   357.24,     355.36,   357.44,     355.15,   357.24
-1993, 12,   34318, 1993.9562,   356.62,   357.47,     356.75,   357.59,     356.62,   357.47
-1994, 01,   34349, 1994.0411,   358.19,   358.14,     357.83,   357.76,     358.19,   358.14
-1994, 02,   34380, 1994.1260,   358.73,   358.02,     358.66,   357.93,     358.73,   358.02
-1994, 03,   34408, 1994.2027,   359.79,   358.35,     359.54,   358.09,     359.79,   358.35
-1994, 04,   34439, 1994.2877,   361.09,   358.50,     360.86,   358.26,     361.09,   358.50
-1994, 05,   34469, 1994.3699,   361.51,   358.36,     361.57,   358.42,     361.51,   358.36
-1994, 06,   34500, 1994.4548,   360.77,   358.39,     360.96,   358.59,     360.77,   358.39
-1994, 07,   34530, 1994.5370,   359.38,   358.63,     359.47,   358.75,     359.38,   358.63
-1994, 08,   34561, 1994.6219,   357.31,   358.74,     357.46,   358.93,     357.31,   358.74
-1994, 09,   34592, 1994.7068,   355.68,   358.92,     355.85,   359.11,     355.68,   358.92
-1994, 10,   34622, 1994.7890,   355.83,   359.19,     355.94,   359.29,     355.83,   359.19
-1994, 11,   34653, 1994.8740,   357.42,   359.53,     357.39,   359.47,     357.42,   359.53
-1994, 12,   34683, 1994.9562,   358.88,   359.74,     358.81,   359.65,     358.88,   359.74
-1995, 01,   34714, 1995.0411,   359.81,   359.76,     359.90,   359.84,     359.81,   359.76
-1995, 02,   34745, 1995.1260,   360.84,   360.13,     360.74,   360.02,     360.84,   360.13
-1995, 03,   34773, 1995.2027,   361.48,   360.04,     361.64,   360.18,     361.48,   360.04
-1995, 04,   34804, 1995.2877,   363.30,   360.71,     362.97,   360.36,     363.30,   360.71
-1995, 05,   34834, 1995.3699,   363.64,   360.48,     363.68,   360.52,     363.64,   360.48
-1995, 06,   34865, 1995.4548,   363.11,   360.72,     363.06,   360.69,     363.11,   360.72
-1995, 07,   34895, 1995.5370,   361.75,   360.99,     361.57,   360.85,     361.75,   360.99
-1995, 08,   34926, 1995.6219,   359.31,   360.75,     359.53,   361.01,     359.31,   360.75
-1995, 09,   34957, 1995.7068,   357.91,   361.17,     357.90,   361.17,     357.91,   361.17
-1995, 10,   34987, 1995.7890,   357.62,   360.98,     357.98,   361.33,     357.62,   360.98
-1995, 11,   35018, 1995.8740,   359.42,   361.54,     359.40,   361.49,     359.42,   361.54
-1995, 12,   35048, 1995.9562,   360.56,   361.42,     360.80,   361.65,     360.56,   361.42
-1996, 01,   35079, 1996.0410,   361.91,   361.86,     361.87,   361.80,     361.91,   361.86
-1996, 02,   35110, 1996.1257,   363.11,   362.39,     362.67,   361.95,     363.11,   362.39
-1996, 03,   35139, 1996.2049,   363.88,   362.42,     363.56,   362.08,     363.88,   362.42
-1996, 04,   35170, 1996.2896,   364.58,   361.96,     364.85,   362.21,     364.58,   361.96
-1996, 05,   35200, 1996.3716,   365.29,   362.11,     365.49,   362.32,     365.29,   362.11
-1996, 06,   35231, 1996.4563,   364.84,   362.46,     364.79,   362.43,     364.84,   362.46
-1996, 07,   35261, 1996.5383,   363.52,   362.80,     363.22,   362.53,     363.52,   362.80
-1996, 08,   35292, 1996.6230,   361.35,   362.82,     361.11,   362.62,     361.35,   362.82
-1996, 09,   35323, 1996.7077,   359.32,   362.59,     359.42,   362.71,     359.32,   362.59
-1996, 10,   35353, 1996.7896,   359.48,   362.85,     359.43,   362.79,     359.48,   362.85
-1996, 11,   35384, 1996.8743,   360.64,   362.75,     360.78,   362.87,     360.64,   362.75
-1996, 12,   35414, 1996.9563,   362.21,   363.07,     362.10,   362.95,     362.21,   363.07
-1997, 01,   35445, 1997.0411,   363.06,   363.01,     363.10,   363.03,     363.06,   363.01
-1997, 02,   35476, 1997.1260,   363.87,   363.15,     363.85,   363.12,     363.87,   363.15
-1997, 03,   35504, 1997.2027,   364.44,   363.00,     364.67,   363.21,     364.44,   363.00
-1997, 04,   35535, 1997.2877,   366.23,   363.62,     365.94,   363.31,     366.23,   363.62
-1997, 05,   35565, 1997.3699,   366.68,   363.50,     366.61,   363.43,     366.68,   363.50
-1997, 06,   35596, 1997.4548,   365.52,   363.11,     365.95,   363.57,     365.52,   363.11
-1997, 07,   35626, 1997.5370,   364.36,   363.60,     364.44,   363.72,     364.36,   363.60
-1997, 08,   35657, 1997.6219,   362.39,   363.84,     362.41,   363.89,     362.39,   363.84
-1997, 09,   35688, 1997.7068,   360.08,   363.35,     360.80,   364.09,     360.08,   363.35
-1997, 10,   35718, 1997.7890,   360.67,   364.05,     360.94,   364.31,     360.67,   364.05
-1997, 11,   35749, 1997.8740,   362.32,   364.45,     362.45,   364.55,     362.32,   364.45
-1997, 12,   35779, 1997.9562,   364.17,   365.03,     363.96,   364.81,     364.17,   365.03
-1998, 01,   35810, 1998.0411,   365.22,   365.17,     365.14,   365.08,     365.22,   365.17
-1998, 02,   35841, 1998.1260,   366.04,   365.32,     366.08,   365.35,     366.04,   365.32
-1998, 03,   35869, 1998.2027,   367.20,   365.75,     367.07,   365.60,     367.20,   365.75
-1998, 04,   35900, 1998.2877,   368.50,   365.88,     368.51,   365.88,     368.50,   365.88
-1998, 05,   35930, 1998.3699,   369.19,   366.00,     369.33,   366.14,     369.19,   366.00
-1998, 06,   35961, 1998.4548,   368.77,   366.35,     368.80,   366.40,     368.77,   366.35
-1998, 07,   35991, 1998.5370,   367.53,   366.77,     367.37,   366.65,     367.53,   366.77
-1998, 08,   36022, 1998.6219,   365.67,   367.13,     365.39,   366.88,     365.67,   367.13
-1998, 09,   36053, 1998.7068,   363.80,   367.09,     363.80,   367.10,     363.80,   367.09
-1998, 10,   36083, 1998.7890,   364.13,   367.53,     363.91,   367.29,     364.13,   367.53
-1998, 11,   36114, 1998.8740,   365.36,   367.49,     365.36,   367.47,     365.36,   367.49
-1998, 12,   36144, 1998.9562,   366.87,   367.74,     366.77,   367.62,     366.87,   367.74
-1999, 01,   36175, 1999.0411,   368.05,   368.00,     367.82,   367.75,     368.05,   368.00
-1999, 02,   36206, 1999.1260,   368.77,   368.05,     368.60,   367.87,     368.77,   368.05
-1999, 03,   36234, 1999.2027,   369.49,   368.03,     369.43,   367.95,     369.49,   368.03
-1999, 04,   36265, 1999.2877,   371.04,   368.41,     370.68,   368.04,     371.04,   368.41
-1999, 05,   36295, 1999.3699,   370.90,   367.70,     371.31,   368.11,     370.90,   367.70
-1999, 06,   36326, 1999.4548,   370.25,   367.83,     370.58,   368.18,     370.25,   367.83
-1999, 07,   36356, 1999.5370,   369.17,   368.41,     368.97,   368.24,     369.17,   368.41
-1999, 08,   36387, 1999.6219,   366.83,   368.29,     366.82,   368.32,     366.83,   368.29
-1999, 09,   36418, 1999.7068,   364.54,   367.84,     365.08,   368.39,     364.54,   367.84
-1999, 10,   36448, 1999.7890,   365.04,   368.44,     365.08,   368.47,     365.04,   368.44
-1999, 11,   36479, 1999.8740,   366.58,   368.72,     366.44,   368.56,     366.58,   368.72
-1999, 12,   36509, 1999.9562,   367.92,   368.79,     367.79,   368.64,     367.92,   368.79
-2000, 01,   36540, 2000.0410,   369.05,   369.00,     368.80,   368.73,     369.05,   369.00
-2000, 02,   36571, 2000.1257,   369.37,   368.65,     369.56,   368.83,     369.37,   368.65
-2000, 03,   36600, 2000.2049,   370.42,   368.94,     370.43,   368.92,     370.42,   368.94
-2000, 04,   36631, 2000.2896,   371.57,   368.91,     371.71,   369.03,     371.57,   368.91
-2000, 05,   36661, 2000.3716,   371.74,   368.53,     372.36,   369.15,     371.74,   368.53
-2000, 06,   36692, 2000.4563,   371.60,   369.19,     371.67,   369.28,     371.60,   369.19
-2000, 07,   36722, 2000.5383,   370.02,   369.29,     370.12,   369.42,     370.02,   369.29
-2000, 08,   36753, 2000.6230,   368.03,   369.52,     368.03,   369.56,     368.03,   369.52
-2000, 09,   36784, 2000.7077,   366.53,   369.85,     366.38,   369.71,     366.53,   369.85
-2000, 10,   36814, 2000.7896,   366.64,   370.05,     366.45,   369.85,     366.64,   370.05
-2000, 11,   36845, 2000.8743,   368.20,   370.34,     367.88,   369.99,     368.20,   370.34
-2000, 12,   36875, 2000.9563,   369.44,   370.31,     369.26,   370.12,     369.44,   370.31
-2001, 01,   36906, 2001.0411,   370.20,   370.14,     370.31,   370.25,     370.20,   370.14
-2001, 02,   36937, 2001.1260,   371.41,   370.69,     371.11,   370.37,     371.41,   370.69
-2001, 03,   36965, 2001.2027,   372.04,   370.57,     371.96,   370.48,     372.04,   370.57
-2001, 04,   36996, 2001.2877,   372.78,   370.14,     373.26,   370.60,     372.78,   370.14
-2001, 05,   37026, 2001.3699,   373.94,   370.72,     373.94,   370.72,     373.94,   370.72
-2001, 06,   37057, 2001.4548,   373.23,   370.79,     373.27,   370.85,     373.23,   370.79
-2001, 07,   37087, 2001.5370,   371.54,   370.77,     371.71,   370.98,     371.54,   370.77
-2001, 08,   37118, 2001.6219,   369.47,   370.94,     369.62,   371.13,     369.47,   370.94
-2001, 09,   37149, 2001.7068,   367.88,   371.19,     367.95,   371.28,     367.88,   371.19
-2001, 10,   37179, 2001.7890,   368.01,   371.44,     368.02,   371.43,     368.01,   371.44
-2001, 11,   37210, 2001.8740,   369.60,   371.75,     369.47,   371.60,     369.60,   371.75
-2001, 12,   37240, 2001.9562,   371.16,   372.04,     370.90,   371.76,     371.16,   372.04
-2002, 01,   37271, 2002.0411,   372.36,   372.30,     372.00,   371.93,     372.36,   372.30
-2002, 02,   37302, 2002.1260,   373.00,   372.27,     372.84,   372.10,     373.00,   372.27
-2002, 03,   37330, 2002.2027,   373.44,   371.97,     373.75,   372.26,     373.44,   371.97
-2002, 04,   37361, 2002.2877,   374.77,   372.12,     375.12,   372.45,     374.77,   372.12
-2002, 05,   37391, 2002.3699,   375.48,   372.25,     375.88,   372.65,     375.48,   372.25
-2002, 06,   37422, 2002.4548,   375.33,   372.89,     375.28,   372.86,     375.33,   372.89
-2002, 07,   37452, 2002.5370,   373.95,   373.18,     373.81,   373.07,     373.95,   373.18
-2002, 08,   37483, 2002.6219,   371.41,   372.88,     371.79,   373.30,     371.41,   372.88
-2002, 09,   37514, 2002.7068,   370.63,   373.95,     370.19,   373.53,     370.63,   373.95
-2002, 10,   37544, 2002.7890,   370.18,   373.62,     370.34,   373.76,     370.18,   373.62
-2002, 11,   37575, 2002.8740,   372.01,   374.17,     371.86,   373.99,     372.01,   374.17
-2002, 12,   37605, 2002.9562,   373.71,   374.59,     373.35,   374.22,     373.71,   374.59
-2003, 01,   37636, 2003.0411,   374.61,   374.56,     374.51,   374.44,     374.61,   374.56
-2003, 02,   37667, 2003.1260,   375.55,   374.82,     375.40,   374.66,     375.55,   374.82
-2003, 03,   37695, 2003.2027,   376.04,   374.56,     376.35,   374.86,     376.04,   374.56
-2003, 04,   37726, 2003.2877,   377.58,   374.92,     377.74,   375.07,     377.58,   374.92
-2003, 05,   37756, 2003.3699,   378.28,   375.04,     378.51,   375.27,     378.28,   375.04
-2003, 06,   37787, 2003.4548,   378.07,   375.61,     377.91,   375.48,     378.07,   375.61
-2003, 07,   37817, 2003.5370,   376.55,   375.77,     376.41,   375.67,     376.55,   375.77
-2003, 08,   37848, 2003.6219,   374.42,   375.90,     374.35,   375.86,     374.42,   375.90
-2003, 09,   37879, 2003.7068,   372.92,   376.25,     372.69,   376.04,     372.92,   376.25
-2003, 10,   37909, 2003.7890,   372.94,   376.39,     372.77,   376.21,     372.94,   376.39
-2003, 11,   37940, 2003.8740,   374.29,   376.45,     374.23,   376.37,     374.29,   376.45
-2003, 12,   37970, 2003.9562,   375.63,   376.51,     375.65,   376.51,     375.63,   376.51
-2004, 01,   38001, 2004.0410,   376.73,   376.67,     376.72,   376.65,     376.73,   376.67
-2004, 02,   38032, 2004.1257,   377.31,   376.57,     377.53,   376.79,     377.31,   376.57
-2004, 03,   38061, 2004.2049,   378.33,   376.83,     378.43,   376.91,     378.33,   376.83
-2004, 04,   38092, 2004.2896,   380.44,   377.75,     379.74,   377.03,     380.44,   377.75
-2004, 05,   38122, 2004.3716,   380.56,   377.31,     380.39,   377.14,     380.56,   377.31
-2004, 06,   38153, 2004.4563,   379.49,   377.05,     379.67,   377.26,     379.49,   377.05
-2004, 07,   38183, 2004.5383,   377.71,   376.96,     378.09,   377.38,     377.71,   376.96
-2004, 08,   38214, 2004.6230,   375.77,   377.29,     375.97,   377.52,     375.77,   377.29
-2004, 09,   38245, 2004.7077,   373.99,   377.35,     374.30,   377.67,     373.99,   377.35
-2004, 10,   38275, 2004.7896,   374.17,   377.62,     374.39,   377.83,     374.17,   377.62
-2004, 11,   38306, 2004.8743,   375.79,   377.96,     375.87,   378.01,     375.79,   377.96
-2004, 12,   38336, 2004.9563,   377.39,   378.28,     377.34,   378.20,     377.39,   378.28
-2005, 01,   38367, 2005.0411,   378.29,   378.23,     378.48,   378.41,     378.29,   378.23
-2005, 02,   38398, 2005.1260,   379.56,   378.82,     379.37,   378.62,     379.56,   378.82
-2005, 03,   38426, 2005.2027,   380.06,   378.57,     380.32,   378.82,     380.06,   378.57
-2005, 04,   38457, 2005.2877,   382.02,   379.34,     381.74,   379.04,     382.02,   379.34
-2005, 05,   38487, 2005.3699,   382.21,   378.95,     382.52,   379.26,     382.21,   378.95
-2005, 06,   38518, 2005.4548,   382.05,   379.58,     381.93,   379.48,     382.05,   379.58
-2005, 07,   38548, 2005.5370,   380.63,   379.86,     380.43,   379.69,     380.63,   379.86
-2005, 08,   38579, 2005.6219,   378.64,   380.12,     378.38,   379.91,     378.64,   380.12
-2005, 09,   38610, 2005.7068,   376.38,   379.74,     376.75,   380.12,     376.38,   379.74
-2005, 10,   38640, 2005.7890,   376.77,   380.24,     376.86,   380.32,     376.77,   380.24
-2005, 11,   38671, 2005.8740,   378.27,   380.45,     378.36,   380.52,     378.27,   380.45
-2005, 12,   38701, 2005.9562,   379.93,   380.81,     379.83,   380.70,     379.93,   380.81
-2006, 01,   38732, 2006.0411,   381.33,   381.28,     380.95,   380.88,     381.33,   381.28
-2006, 02,   38763, 2006.1260,   381.98,   381.24,     381.81,   381.06,     381.98,   381.24
-2006, 03,   38791, 2006.2027,   382.53,   381.04,     382.71,   381.21,     382.53,   381.04
-2006, 04,   38822, 2006.2877,   384.33,   381.65,     384.06,   381.36,     384.33,   381.65
-2006, 05,   38852, 2006.3699,   384.89,   381.62,     384.78,   381.51,     384.89,   381.62
-2006, 06,   38883, 2006.4548,   383.99,   381.52,     384.11,   381.65,     383.99,   381.52
-2006, 07,   38913, 2006.5370,   382.25,   381.47,     382.54,   381.80,     382.25,   381.47
-2006, 08,   38944, 2006.6219,   380.44,   381.93,     380.42,   381.94,     380.44,   381.93
-2006, 09,   38975, 2006.7068,   378.77,   382.13,     378.71,   382.09,     378.77,   382.13
-2006, 10,   39005, 2006.7890,   379.03,   382.51,     378.77,   382.24,     379.03,   382.51
-2006, 11,   39036, 2006.8740,   380.11,   382.29,     380.23,   382.39,     380.11,   382.29
-2006, 12,   39066, 2006.9562,   381.63,   382.52,     381.66,   382.54,     381.63,   382.52
-2007, 01,   39097, 2007.0411,   382.55,   382.50,     382.75,   382.69,     382.55,   382.50
-2007, 02,   39128, 2007.1260,   383.68,   382.94,     383.59,   382.84,     383.68,   382.94
-2007, 03,   39156, 2007.2027,   384.31,   382.82,     384.49,   382.99,     384.31,   382.82
-2007, 04,   39187, 2007.2877,   386.20,   383.51,     385.85,   383.15,     386.20,   383.51
-2007, 05,   39217, 2007.3699,   386.38,   383.10,     386.58,   383.30,     386.38,   383.10
-2007, 06,   39248, 2007.4548,   385.85,   383.36,     385.93,   383.46,     385.85,   383.36
-2007, 07,   39278, 2007.5370,   384.42,   383.64,     384.37,   383.62,     384.42,   383.64
-2007, 08,   39309, 2007.6219,   381.81,   383.31,     382.25,   383.79,     381.81,   383.31
-2007, 09,   39340, 2007.7068,   380.83,   384.21,     380.56,   383.95,     380.83,   384.21
-2007, 10,   39370, 2007.7890,   380.83,   384.32,     380.63,   384.11,     380.83,   384.32
-2007, 11,   39401, 2007.8740,   382.32,   384.51,     382.10,   384.26,     382.32,   384.51
-2007, 12,   39431, 2007.9562,   383.58,   384.48,     383.53,   384.41,     383.58,   384.48
-2008, 01,   39462, 2008.0410,   385.04,   384.99,     384.62,   384.56,     385.04,   384.99
-2008, 02,   39493, 2008.1257,   385.81,   385.07,     385.45,   384.70,     385.81,   385.07
-2008, 03,   39522, 2008.2049,   385.80,   384.28,     386.38,   384.84,     385.80,   384.28
-2008, 04,   39553, 2008.2896,   386.74,   384.01,     387.74,   384.99,     386.74,   384.01
-2008, 05,   39583, 2008.3716,   388.49,   385.20,     388.44,   385.15,     388.49,   385.20
-2008, 06,   39614, 2008.4563,   388.02,   385.56,     387.77,   385.32,     388.02,   385.56
-2008, 07,   39644, 2008.5383,   386.22,   385.47,     386.20,   385.49,     386.22,   385.47
-2008, 08,   39675, 2008.6230,   384.05,   385.58,     384.09,   385.66,     384.05,   385.58
-2008, 09,   39706, 2008.7077,   383.05,   386.45,     382.41,   385.82,     383.05,   386.45
-2008, 10,   39736, 2008.7896,   382.75,   386.24,     382.50,   385.98,     382.75,   386.24
-2008, 11,   39767, 2008.8743,   383.98,   386.17,     383.97,   386.14,     383.98,   386.17
-2008, 12,   39797, 2008.9563,   385.08,   385.98,     385.41,   386.29,     385.08,   385.98
-2009, 01,   39828, 2009.0411,   386.63,   386.57,     386.51,   386.45,     386.63,   386.57
-2009, 02,   39859, 2009.1260,   387.10,   386.36,     387.36,   386.60,     387.10,   386.36
-2009, 03,   39887, 2009.2027,   388.50,   387.00,     388.27,   386.75,     388.50,   387.00
-2009, 04,   39918, 2009.2877,   389.54,   386.84,     389.64,   386.92,     389.54,   386.84
-2009, 05,   39948, 2009.3699,   390.15,   386.85,     390.38,   387.09,     390.15,   386.85
-2009, 06,   39979, 2009.4548,   389.60,   387.10,     389.75,   387.27,     389.60,   387.10
-2009, 07,   40009, 2009.5370,   388.05,   387.26,     388.21,   387.46,     388.05,   387.26
-2009, 08,   40040, 2009.6219,   386.06,   387.57,     386.12,   387.66,     386.06,   387.57
-2009, 09,   40071, 2009.7068,   384.64,   388.03,     384.46,   387.88,     384.64,   388.03
-2009, 10,   40101, 2009.7890,   384.32,   387.83,     384.59,   388.09,     384.32,   387.83
-2009, 11,   40132, 2009.8740,   386.05,   388.25,     386.14,   388.31,     386.05,   388.25
-2009, 12,   40162, 2009.9562,   387.48,   388.38,     387.66,   388.54,     387.48,   388.38
-2010, 01,   40193, 2010.0411,   388.55,   388.50,     388.83,   388.77,     388.55,   388.50
-2010, 02,   40224, 2010.1260,   390.08,   389.33,     389.75,   388.99,     390.08,   389.33
-2010, 03,   40252, 2010.2027,   391.02,   389.52,     390.71,   389.19,     391.02,   389.52
-2010, 04,   40283, 2010.2877,   392.39,   389.67,     392.13,   389.40,     392.39,   389.67
-2010, 05,   40313, 2010.3699,   393.24,   389.93,     392.90,   389.60,     393.24,   389.93
-2010, 06,   40344, 2010.4548,   392.26,   389.75,     392.27,   389.78,     392.26,   389.75
-2010, 07,   40374, 2010.5370,   390.35,   389.56,     390.71,   389.96,     390.35,   389.56
-2010, 08,   40405, 2010.6219,   388.53,   390.04,     388.59,   390.13,     388.53,   390.04
-2010, 09,   40436, 2010.7068,   386.85,   390.25,     386.88,   390.30,     386.85,   390.25
-2010, 10,   40466, 2010.7890,   387.18,   390.70,     386.95,   390.46,     387.18,   390.70
-2010, 11,   40497, 2010.8740,   388.69,   390.90,     388.42,   390.61,     388.69,   390.90
-2010, 12,   40527, 2010.9562,   389.83,   390.74,     389.86,   390.75,     389.83,   390.74
-2011, 01,   40558, 2011.0411,   391.33,   391.27,     390.95,   390.88,     391.33,   391.27
-2011, 02,   40589, 2011.1260,   391.96,   391.21,     391.77,   391.01,     391.96,   391.21
-2011, 03,   40617, 2011.2027,   392.49,   390.98,     392.66,   391.13,     392.49,   390.98
-2011, 04,   40648, 2011.2877,   393.41,   390.68,     394.01,   391.27,     393.41,   390.68
-2011, 05,   40678, 2011.3699,   394.33,   391.01,     394.73,   391.42,     394.33,   391.01
-2011, 06,   40709, 2011.4548,   393.75,   391.23,     394.07,   391.58,     393.75,   391.23
-2011, 07,   40739, 2011.5370,   392.64,   391.85,     392.50,   391.74,     392.64,   391.85
-2011, 08,   40770, 2011.6219,   390.25,   391.76,     390.37,   391.92,     390.25,   391.76
-2011, 09,   40801, 2011.7068,   389.05,   392.46,     388.67,   392.10,     389.05,   392.46
-2011, 10,   40831, 2011.7890,   388.98,   392.51,     388.77,   392.28,     388.98,   392.51
-2011, 11,   40862, 2011.8740,   390.30,   392.51,     390.28,   392.47,     390.30,   392.51
-2011, 12,   40892, 2011.9562,   391.86,   392.76,     391.76,   392.65,     391.86,   392.76
-2012, 01,   40923, 2012.0410,   393.13,   393.08,     392.90,   392.84,     393.13,   393.08
-2012, 02,   40954, 2012.1257,   393.42,   392.67,     393.79,   393.03,     393.42,   392.67
-2012, 03,   40983, 2012.2049,   394.43,   392.89,     394.77,   393.21,     394.43,   392.89
-2012, 04,   41014, 2012.2896,   396.51,   393.75,     396.19,   393.42,     396.51,   393.75
-2012, 05,   41044, 2012.3716,   396.96,   393.63,     396.95,   393.62,     396.96,   393.63
-2012, 06,   41075, 2012.4563,   395.97,   393.47,     396.32,   393.84,     395.97,   393.47
-2012, 07,   41105, 2012.5383,   394.60,   393.84,     394.79,   394.06,     394.60,   393.84
-2012, 08,   41136, 2012.6230,   392.61,   394.15,     392.72,   394.30,     392.61,   394.15
-2012, 09,   41167, 2012.7077,   391.20,   394.64,     391.09,   394.54,     391.20,   394.64
-2012, 10,   41197, 2012.7896,   391.09,   394.62,     391.26,   394.78,     391.09,   394.62
-2012, 11,   41228, 2012.8743,   393.03,   395.24,     392.83,   395.02,     393.03,   395.24
-2012, 12,   41258, 2012.9563,   394.42,   395.32,     394.37,   395.25,     394.42,   395.32
-2013, 01,   41289, 2013.0411,   395.69,   395.64,     395.56,   395.49,     395.69,   395.64
-2013, 02,   41320, 2013.1260,   396.94,   396.19,     396.48,   395.72,     396.94,   396.19
-2013, 03,   41348, 2013.2027,   397.35,   395.83,     397.45,   395.91,     397.35,   395.83
-2013, 04,   41379, 2013.2877,   398.44,   395.71,     398.88,   396.13,     398.44,   395.71
-2013, 05,   41409, 2013.3699,   400.06,   396.72,     399.67,   396.33,     400.06,   396.72
-2013, 06,   41440, 2013.4548,   398.95,   396.43,     399.04,   396.53,     398.95,   396.43
-2013, 07,   41470, 2013.5370,   397.46,   396.66,     397.48,   396.72,     397.46,   396.66
-2013, 08,   41501, 2013.6219,   395.49,   397.01,     395.36,   396.92,     395.49,   397.01
-2013, 09,   41532, 2013.7068,   393.47,   396.91,     393.65,   397.11,     393.47,   396.91
-2013, 10,   41562, 2013.7890,   393.77,   397.32,     393.75,   397.29,     393.77,   397.32
-2013, 11,   41593, 2013.8740,   395.27,   397.50,     395.26,   397.47,     395.27,   397.50
-2013, 12,   41623, 2013.9562,   396.90,   397.81,     396.75,   397.64,     396.90,   397.81
-2014, 01,   41654, 2014.0411,   398.01,   397.95,     397.88,   397.81,     398.01,   397.95
-2014, 02,   41685, 2014.1260,   398.18,   397.42,     398.75,   397.98,     398.18,   397.42
-2014, 03,   41713, 2014.2027,   399.56,   398.04,     399.68,   398.14,     399.56,   398.04
-2014, 04,   41744, 2014.2877,   401.44,   398.69,     401.07,   398.30,     401.44,   398.69
-2014, 05,   41774, 2014.3699,   401.99,   398.64,     401.81,   398.46,     401.99,   398.64
-2014, 06,   41805, 2014.4548,   401.41,   398.88,     401.14,   398.62,     401.41,   398.88
-2014, 07,   41835, 2014.5370,   399.17,   398.37,     399.54,   398.78,     399.17,   398.37
-2014, 08,   41866, 2014.6219,   397.30,   398.82,     397.37,   398.94,     397.30,   398.82
-2014, 09,   41897, 2014.7068,   395.49,   398.93,     395.64,   399.10,     395.49,   398.93
-2014, 10,   41927, 2014.7890,   395.74,   399.30,     395.71,   399.26,     395.74,   399.30
-2014, 11,   41958, 2014.8740,   397.32,   399.55,     397.22,   399.43,     397.32,   399.55
-2014, 12,   41988, 2014.9562,   398.89,   399.80,     398.70,   399.59,     398.89,   399.80
-2015, 01,   42019, 2015.0411,   399.95,   399.89,     399.83,   399.77,     399.95,   399.89
-2015, 02,   42050, 2015.1260,   400.39,   399.64,     400.71,   399.94,     400.39,   399.64
-2015, 03,   42078, 2015.2027,   401.60,   400.07,     401.65,   400.11,     401.60,   400.07
-2015, 04,   42109, 2015.2877,   403.53,   400.77,     403.08,   400.30,     403.53,   400.77
-2015, 05,   42139, 2015.3699,   404.04,   400.68,     403.86,   400.50,     404.04,   400.68
-2015, 06,   42170, 2015.4548,   402.81,   400.26,     403.24,   400.72,     402.81,   400.26
-2015, 07,   42200, 2015.5370,   401.54,   400.74,     401.72,   400.95,     401.54,   400.74
-2015, 08,   42231, 2015.6219,   398.93,   400.46,     399.65,   401.22,     398.93,   400.46
-2015, 09,   42262, 2015.7068,   397.43,   400.88,     398.03,   401.50,     397.43,   400.88
-2015, 10,   42292, 2015.7890,   398.22,   401.79,     398.24,   401.80,     398.22,   401.79
-2015, 11,   42323, 2015.8740,   400.17,   402.41,     399.90,   402.11,     400.17,   402.41
-2015, 12,   42353, 2015.9562,   401.82,   402.74,     401.52,   402.42,     401.82,   402.74
-2016, 01,   42384, 2016.0410,   402.58,   402.52,     402.80,   402.74,     402.58,   402.52
-2016, 02,   42415, 2016.1257,   404.09,   403.33,     403.81,   403.05,     404.09,   403.33
-2016, 03,   42444, 2016.2049,   404.79,   403.23,     404.90,   403.32,     404.79,   403.23
-2016, 04,   42475, 2016.2896,   407.50,   404.71,     406.41,   403.60,     407.50,   404.71
-2016, 05,   42505, 2016.3716,   407.59,   404.22,     407.22,   403.85,     407.59,   404.22
-2016, 06,   42536, 2016.4563,   406.94,   404.42,     406.60,   404.09,     406.94,   404.42
-2016, 07,   42566, 2016.5383,   404.43,   403.66,     405.05,   404.31,     404.43,   403.66
-2016, 08,   42597, 2016.6230,   402.17,   403.73,     402.94,   404.54,     402.17,   403.73
-2016, 09,   42628, 2016.7077,   400.95,   404.42,     401.27,   404.76,     400.95,   404.42
-2016, 10,   42658, 2016.7896,   401.43,   405.01,     401.41,   404.97,     401.43,   405.01
-2016, 11,   42689, 2016.8743,   403.57,   405.81,     402.96,   405.18,     403.57,   405.81
-2016, 12,   42719, 2016.9563,   404.48,   405.40,     404.48,   405.38,     404.48,   405.40
-2017, 01,   42750, 2017.0411,   406.00,   405.95,     405.63,   405.57,     406.00,   405.95
-2017, 02,   42781, 2017.1260,   406.57,   405.81,     406.52,   405.75,     406.57,   405.81
-2017, 03,   42809, 2017.2027,   406.99,   405.45,     407.46,   405.90,     406.99,   405.45
-2017, 04,   42840, 2017.2877,   408.88,   406.11,     408.86,   406.07,     408.88,   406.11
-2017, 05,   42870, 2017.3699,   409.84,   406.46,     409.61,   406.23,     409.84,   406.46
-2017, 06,   42901, 2017.4548,   409.05,   406.49,     408.93,   406.40,     409.05,   406.49
-2017, 07,   42931, 2017.5370,   407.13,   406.33,     407.32,   406.55,     407.13,   406.33
-2017, 08,   42962, 2017.6219,   405.17,   406.71,     405.13,   406.71,     405.17,   406.71
-2017, 09,   42993, 2017.7068,   403.20,   406.68,     403.37,   406.86,     403.20,   406.68
-2017, 10,   43023, 2017.7890,   403.57,   407.16,     403.44,   407.02,     403.57,   407.16
-2017, 11,   43054, 2017.8740,   405.10,   407.35,     404.94,   407.17,     405.10,   407.35
-2017, 12,   43084, 2017.9562,   406.68,   407.60,     406.42,   407.32,     406.68,   407.60
-2018, 01,   43115, 2018.0411,   407.98,   407.92,     407.54,   407.47,     407.98,   407.92
-2018, 02,   43146, 2018.1260,   408.36,   407.59,     408.41,   407.63,     408.36,   407.59
-2018, 03,   43174, 2018.2027,   409.21,   407.67,     409.34,   407.78,     409.21,   407.67
-2018, 04,   43205, 2018.2877,   410.24,   407.46,     410.76,   407.96,     410.24,   407.46
-2018, 05,   43235, 2018.3699,   411.23,   407.85,     411.54,   408.15,     411.23,   407.85
-2018, 06,   43266, 2018.4548,   410.81,   408.25,     410.91,   408.37,     410.81,   408.25
-2018, 07,   43296, 2018.5370,   408.83,   408.03,     409.37,   408.60,     408.83,   408.03
-2018, 08,   43327, 2018.6219,   407.02,   408.57,     407.27,   408.86,     407.02,   408.57
-2018, 09,   43358, 2018.7068,   405.52,   409.01,     405.62,   409.13,     405.52,   409.01
-2018, 10,   43388, 2018.7890,   405.93,   409.53,     405.80,   409.39,     405.93,   409.53
-2018, 11,   43419, 2018.8740,   408.04,   410.31,     407.43,   409.67,     408.04,   410.31
-2018, 12,   43449, 2018.9562,   409.17,   410.09,     409.02,   409.92,     409.17,   410.09
-2019, 01,   43480, 2019.0411,   410.85,   410.79,     410.25,   410.18,     410.85,   410.79
-2019, 02,   43511, 2019.1260,   411.59,   410.82,     411.20,   410.42,     411.59,   410.82
-2019, 03,   43539, 2019.2027,   411.91,   410.37,     412.20,   410.64,     411.91,   410.37
-2019, 04,   43570, 2019.2877,   413.46,   410.68,     413.67,   410.86,     413.46,   410.68
-2019, 05,   43600, 2019.3699,   414.76,   411.37,     414.48,   411.08,     414.76,   411.37
-2019, 06,   43631, 2019.4548,   413.89,   411.32,     413.85,   411.30,     413.89,   411.32
-2019, 07,   43661, 2019.5370,   411.78,   410.97,     412.29,   411.52,     411.78,   410.97
-2019, 08,   43692, 2019.6219,   410.01,   411.56,     410.15,   411.74,     410.01,   411.56
-2019, 09,   43723, 2019.7068,   408.48,   411.98,     408.45,   411.96,     408.48,   411.98
-2019, 10,   43753, 2019.7890,   408.40,   412.01,     408.58,   412.18,     408.40,   412.01
-2019, 11,   43784, 2019.8740,   410.16,   412.43,     410.16,   412.40,     410.16,   412.43
-2019, 12,   43814, 2019.9562,   411.81,   412.74,     411.71,   412.62,     411.81,   412.74
-2020, 01,   43845, 2020.0410,   413.30,   413.25,     412.90,   412.83,     413.30,   413.25
-2020, 02,   43876, 2020.1257,   414.05,   413.28,     413.82,   413.04,     414.05,   413.28
-2020, 03,   43905, 2020.2049,   414.45,   412.87,     414.83,   413.23,     414.45,   412.87
-2020, 04,   43936, 2020.2896,   416.11,   413.29,     416.27,   413.44,     416.11,   413.29
-2020, 05,   43966, 2020.3716,   417.15,   413.75,     417.03,   413.63,     417.15,   413.75
-2020, 06,   43997, 2020.4563,   416.29,   413.73,     416.36,   413.83,     416.29,   413.73
-2020, 07,   44027, 2020.5383,   414.42,   413.64,     414.77,   414.03,     414.42,   413.64
-2020, 08,   44058, 2020.6230,   412.52,   414.10,     412.60,   414.23,     412.52,   414.10
-2020, 09,   44089, 2020.7077,   411.18,   414.70,     410.89,   414.42,     411.18,   414.70
-2020, 10,   44119, 2020.7896,   411.12,   414.74,     411.00,   414.61,     411.12,   414.74
-2020, 11,   44150, 2020.8743,   412.88,   415.15,     412.55,   414.79,     412.88,   415.15
-2020, 12,   44180, 2020.9563,   413.89,   414.81,     414.06,   414.97,     413.89,   414.81
-2021, 01,   44211, 2021.0411,   415.15,   415.10,     415.21,   415.14,     415.15,   415.10
-2021, 02,   44242, 2021.1260,   416.47,   415.70,     416.09,   415.31,     416.47,   415.70
-2021, 03,   44270, 2021.2027,   417.16,   415.61,     417.03,   415.46,     417.16,   415.61
-2021, 04,   44301, 2021.2877,   418.24,   415.44,     418.45,   415.63,     418.24,   415.44
-2021, 05,   44331, 2021.3699,   418.95,   415.53,     419.21,   415.80,     418.95,   415.53
-2021, 06,   44362, 2021.4548,   418.70,   416.11,     418.54,   415.98,     418.70,   416.11
-2021, 07,   44392, 2021.5370,   416.65,   415.84,     416.94,   416.16,     416.65,   415.84
-2021, 08,   44423, 2021.6219,   414.34,   415.90,     414.77,   416.36,     414.34,   415.90
-2021, 09,   44454, 2021.7068,   412.90,   416.42,     413.04,   416.58,     412.90,   416.42
-2021, 10,   44484, 2021.7890,   413.55,   417.18,     413.17,   416.79,     413.55,   417.18
-2021, 11,   44515, 2021.8740,   414.82,   417.10,     414.76,   417.01,     414.82,   417.10
-2021, 12,   44545, 2021.9562,   416.43,   417.37,     416.32,   417.24,     416.43,   417.37
-2022, 01,   44576, 2022.0411,   -99.99,   -99.99,     -99.99,   -99.99,     -99.99,   -99.99
-2022, 02,   44607, 2022.1260,   -99.99,   -99.99,     -99.99,   -99.99,     -99.99,   -99.99
-2022, 03,   44635, 2022.2027,   -99.99,   -99.99,     -99.99,   -99.99,     -99.99,   -99.99
-2022, 04,   44666, 2022.2877,   -99.99,   -99.99,     -99.99,   -99.99,     -99.99,   -99.99
-2022, 05,   44696, 2022.3699,   -99.99,   -99.99,     -99.99,   -99.99,     -99.99,   -99.99
-2022, 06,   44727, 2022.4548,   -99.99,   -99.99,     -99.99,   -99.99,     -99.99,   -99.99
-2022, 07,   44757, 2022.5370,   -99.99,   -99.99,     -99.99,   -99.99,     -99.99,   -99.99
-2022, 08,   44788, 2022.6219,   -99.99,   -99.99,     -99.99,   -99.99,     -99.99,   -99.99
-2022, 09,   44819, 2022.7068,   -99.99,   -99.99,     -99.99,   -99.99,     -99.99,   -99.99
-2022, 10,   44849, 2022.7890,   -99.99,   -99.99,     -99.99,   -99.99,     -99.99,   -99.99
-2022, 11,   44880, 2022.8740,   -99.99,   -99.99,     -99.99,   -99.99,     -99.99,   -99.99
-2022, 12,   44910, 2022.9562,   -99.99,   -99.99,     -99.99,   -99.99,     -99.99,   -99.99
diff --git a/module3/exo3/weekly_in_situ_co2_mlo.csv b/module3/exo3/weekly_in_situ_co2_mlo.csv
new file mode 100644
index 0000000..2f5a46e
--- /dev/null
+++ b/module3/exo3/weekly_in_situ_co2_mlo.csv
@@ -0,0 +1,3301 @@
+"-------------------------------------------------------------------------------------------"
+" Atmospheric CO2 concentrations (ppm) derived from in situ air measurements                "
+" at Mauna Loa, Observatory, Hawaii: Latitude 19.5°N Longitude 155.6°W Elevation 3397m      "
+"                                                                                           "
+" Source: R. F. Keeling, S. J. Walker, S. C. Piper and A. F. Bollenbacher                   "
+" Scripps CO2 Program ( http://scrippsco2.ucsd.edu )                                        "
+" Scripps Institution of Oceanography (SIO)                                                 "
+" University of California                                                                  "
+" La Jolla, California USA 92093-0244                                                       "
+"                                                                                           "
+" Status of data and correspondence:                                                        "
+"                                                                                           "
+" These data are subject to revision based on recalibration of standard gases. Questions    "
+" about the data should be directed to Dr. Ralph Keeling (rkeeling@ucsd.edu), Stephen Walker"
+" (sjwalker@ucsd.edu) and Stephen Piper (scpiper@ucsd.edu), Scripps CO2 Program.            "
+"                                                                                           "
+" Baseline data in this file through 10-Jan-2022 from archive dated 13-Jan-2022 08:51:33    "
+"                                                                                           "
+"-------------------------------------------------------------------------------------------"
+"                                                                                           "
+" Please cite as:                                                                           "
+"                                                                                           "
+" C. D. Keeling, S. C. Piper, R. B. Bacastow, M. Wahlen, T. P. Whorf, M. Heimann, and       "
+" H. A. Meijer, Exchanges of atmospheric CO2 and 13CO2 with the terrestrial biosphere and   "
+" oceans from 1978 to 2000.  I. Global aspects, SIO Reference Series, No. 01-06, Scripps    "
+" Institution of Oceanography, San Diego, 88 pages, 2001.                                   "
+"                                                                                           "
+" If it is necessary to cite a peer-reviewed article, please cite as:                       "
+"                                                                                           "
+" C. D. Keeling, S. C. Piper, R. B. Bacastow, M. Wahlen, T. P. Whorf, M. Heimann, and       "
+" H. A. Meijer, Atmospheric CO2 and 13CO2 exchange with the terrestrial biosphere and       "
+" oceans from 1978 to 2000: observations and carbon cycle implications, pages 83-113,       "
+" in "A History of Atmospheric CO2 and its effects on Plants, Animals, and Ecosystems",     "
+" editors, Ehleringer, J.R., T. E. Cerling, M. D. Dearing, Springer Verlag,                 "
+" New York, 2005.                                                                           "
+"                                                                                           "
+"-------------------------------------------------------------------------------------------"
+"                                                                                           "
+"                                                                        "
+" The data file below contains 2 columns indicaing the date and CO2      "
+" concentrations in micro-mol CO2 per mole (ppm), reported on the 2012  "
+" SIO manometric mole fraction scale.  These weekly values have been     "
+" adjusted to 12:00 hours at middle day of each weekly period as         "
+" indicated by the date in the first column.                             "
+1958-03-29, 316.19
+1958-04-05, 317.31
+1958-04-12, 317.69
+1958-04-19, 317.58
+1958-04-26, 316.48
+1958-05-03, 316.95
+1958-05-17, 317.56
+1958-05-24, 317.99
+1958-07-05, 315.85
+1958-07-12, 315.85
+1958-07-19, 315.46
+1958-07-26, 315.59
+1958-08-02, 315.64
+1958-08-09, 315.10
+1958-08-16, 315.09
+1958-08-30, 314.14
+1958-09-06, 313.54
+1958-11-08, 313.05
+1958-11-15, 313.26
+1958-11-22, 313.57
+1958-11-29, 314.01
+1958-12-06, 314.56
+1958-12-13, 314.41
+1958-12-20, 314.77
+1958-12-27, 315.21
+1959-01-03, 315.24
+1959-01-10, 315.50
+1959-01-17, 315.69
+1959-01-24, 315.86
+1959-01-31, 315.42
+1959-02-14, 316.94
+1959-02-21, 316.61
+1959-02-28, 316.62
+1959-03-07, 316.81
+1959-03-21, 316.73
+1959-03-28, 316.71
+1959-04-04, 317.72
+1959-04-11, 317.12
+1959-04-18, 317.64
+1959-04-25, 318.32
+1959-05-02, 318.27
+1959-05-09, 318.78
+1959-05-16, 318.05
+1959-05-23, 318.43
+1959-06-06, 318.53
+1959-06-13, 318.14
+1959-06-20, 317.88
+1959-06-27, 317.76
+1959-07-04, 316.86
+1959-07-11, 316.83
+1959-07-18, 316.45
+1959-07-25, 316.16
+1959-08-01, 315.62
+1959-08-08, 314.91
+1959-08-22, 315.00
+1959-08-29, 314.15
+1959-09-05, 314.45
+1959-09-12, 313.93
+1959-09-19, 313.57
+1959-09-26, 313.54
+1959-10-03, 313.04
+1959-10-10, 313.15
+1959-10-17, 313.43
+1959-10-24, 313.46
+1959-10-31, 314.12
+1959-11-07, 314.42
+1959-11-14, 314.88
+1959-11-21, 315.20
+1959-11-28, 315.11
+1959-12-05, 315.06
+1959-12-12, 315.64
+1959-12-19, 315.86
+1959-12-26, 315.77
+1960-01-02, 315.72
+1960-01-09, 316.40
+1960-01-16, 316.73
+1960-01-23, 316.57
+1960-01-30, 316.68
+1960-02-06, 316.61
+1960-02-13, 316.98
+1960-02-20, 317.42
+1960-02-27, 317.00
+1960-03-05, 316.96
+1960-03-12, 317.76
+1960-03-19, 318.07
+1960-03-26, 317.77
+1960-04-02, 318.61
+1960-04-09, 319.34
+1960-04-16, 319.01
+1960-04-23, 319.03
+1960-04-30, 319.77
+1960-05-07, 319.96
+1960-05-14, 319.82
+1960-05-21, 320.04
+1960-05-28, 320.06
+1960-06-04, 319.46
+1960-06-11, 320.08
+1960-06-18, 319.42
+1960-06-25, 319.09
+1960-07-02, 318.18
+1960-07-09, 318.64
+1960-07-16, 318.41
+1960-07-23, 317.91
+1960-07-30, 317.33
+1960-08-06, 316.62
+1960-08-13, 316.70
+1960-08-20, 315.10
+1960-08-27, 314.78
+1960-09-03, 314.72
+1960-09-10, 314.58
+1960-09-17, 314.28
+1960-09-24, 313.33
+1960-10-01, 313.66
+1960-10-08, 313.32
+1960-10-15, 313.92
+1960-10-22, 314.21
+1960-10-29, 314.29
+1960-11-05, 314.50
+1960-11-12, 315.10
+1960-11-19, 315.10
+1960-11-26, 315.41
+1960-12-03, 315.84
+1960-12-10, 316.07
+1960-12-17, 316.21
+1960-12-24, 316.40
+1960-12-31, 316.67
+1961-01-07, 316.73
+1961-01-14, 317.02
+1961-01-21, 317.03
+1961-01-28, 317.01
+1961-02-04, 317.06
+1961-02-11, 317.75
+1961-02-18, 317.94
+1961-02-25, 318.00
+1961-03-04, 318.04
+1961-03-11, 318.51
+1961-03-18, 318.92
+1961-03-25, 318.71
+1961-04-01, 319.41
+1961-04-08, 319.55
+1961-04-15, 318.90
+1961-04-22, 319.74
+1961-04-29, 319.67
+1961-05-06, 320.67
+1961-05-13, 320.46
+1961-05-20, 320.61
+1961-05-27, 320.36
+1961-06-03, 320.09
+1961-06-10, 320.02
+1961-06-17, 319.62
+1961-06-24, 319.49
+1961-07-01, 319.26
+1961-07-08, 319.07
+1961-07-15, 318.49
+1961-07-22, 317.16
+1961-07-29, 317.97
+1961-08-05, 317.91
+1961-08-12, 317.33
+1961-08-19, 316.76
+1961-08-26, 315.26
+1961-09-02, 315.28
+1961-09-09, 314.97
+1961-09-16, 314.53
+1961-09-23, 315.06
+1961-09-30, 315.61
+1961-10-07, 314.97
+1961-10-14, 315.43
+1961-10-21, 315.48
+1961-10-28, 315.72
+1961-11-04, 315.82
+1961-11-11, 315.70
+1961-11-18, 316.21
+1961-11-25, 316.55
+1961-12-02, 316.52
+1961-12-09, 317.02
+1961-12-16, 316.94
+1961-12-23, 317.18
+1961-12-30, 317.46
+1962-01-06, 317.99
+1962-01-13, 318.12
+1962-01-20, 318.07
+1962-01-27, 317.78
+1962-02-03, 318.08
+1962-02-10, 318.35
+1962-02-17, 318.92
+1962-02-24, 319.38
+1962-03-03, 319.28
+1962-03-10, 319.46
+1962-03-17, 319.95
+1962-03-24, 319.78
+1962-03-31, 320.27
+1962-04-07, 320.26
+1962-04-14, 321.03
+1962-04-21, 320.78
+1962-04-28, 320.36
+1962-05-05, 320.89
+1962-05-12, 320.78
+1962-05-19, 321.05
+1962-05-26, 321.16
+1962-06-02, 320.91
+1962-06-09, 320.87
+1962-06-16, 320.52
+1962-06-23, 320.15
+1962-06-30, 320.23
+1962-07-07, 320.10
+1962-07-14, 319.95
+1962-07-21, 319.01
+1962-07-28, 318.75
+1962-08-04, 318.68
+1962-08-11, 317.24
+1962-08-18, 317.48
+1962-09-15, 316.65
+1962-09-22, 315.72
+1962-09-29, 315.92
+1962-10-06, 315.10
+1962-10-13, 315.40
+1962-10-20, 315.72
+1962-10-27, 315.78
+1962-11-03, 315.94
+1962-11-10, 316.49
+1962-11-17, 316.92
+1962-11-24, 317.08
+1962-12-01, 317.19
+1962-12-08, 317.31
+1962-12-15, 317.66
+1962-12-22, 318.18
+1963-01-05, 318.54
+1963-01-12, 318.73
+1963-01-19, 318.90
+1963-01-26, 318.82
+1963-02-02, 318.77
+1963-02-09, 318.95
+1963-02-23, 319.37
+1963-03-02, 319.35
+1963-03-09, 319.70
+1963-03-16, 319.80
+1963-03-23, 320.34
+1963-03-30, 320.29
+1963-04-06, 320.38
+1963-04-13, 320.96
+1963-04-20, 322.05
+1963-04-27, 321.92
+1963-05-11, 321.97
+1963-05-18, 322.28
+1963-05-25, 322.27
+1963-06-01, 322.32
+1963-06-08, 322.09
+1963-06-15, 321.83
+1963-06-22, 320.88
+1963-06-29, 320.49
+1963-07-06, 320.12
+1963-07-13, 319.82
+1963-07-20, 319.56
+1963-07-27, 319.06
+1963-08-03, 318.60
+1963-08-10, 318.27
+1963-08-17, 317.73
+1963-08-24, 317.12
+1963-08-31, 316.44
+1963-09-07, 316.81
+1963-09-14, 315.99
+1963-09-21, 316.03
+1963-09-28, 315.93
+1963-10-05, 316.28
+1963-10-12, 315.65
+1963-10-19, 316.14
+1963-10-26, 316.36
+1963-11-02, 316.63
+1963-11-09, 316.83
+1963-11-16, 317.13
+1963-11-30, 317.56
+1963-12-07, 318.07
+1963-12-14, 318.27
+1963-12-21, 318.59
+1963-12-28, 318.74
+1964-01-04, 319.04
+1964-01-11, 319.49
+1964-01-18, 319.88
+1964-05-30, 322.07
+1964-06-06, 322.06
+1964-06-27, 321.57
+1964-07-04, 321.14
+1964-07-11, 319.95
+1964-07-18, 320.28
+1964-07-25, 320.02
+1964-08-01, 319.14
+1964-08-15, 318.61
+1964-08-22, 318.23
+1964-08-29, 318.11
+1964-09-05, 317.48
+1964-09-12, 316.57
+1964-09-19, 315.59
+1964-09-26, 317.01
+1964-10-03, 316.93
+1964-10-10, 316.51
+1964-10-17, 316.86
+1964-10-24, 317.05
+1964-10-31, 317.65
+1964-11-07, 317.77
+1964-11-14, 317.65
+1964-11-21, 317.52
+1964-11-28, 318.11
+1964-12-05, 318.42
+1964-12-12, 318.58
+1964-12-19, 318.93
+1964-12-26, 318.91
+1965-01-02, 319.08
+1965-01-09, 319.17
+1965-01-16, 319.16
+1965-01-23, 319.79
+1965-01-30, 320.12
+1965-02-06, 320.20
+1965-02-13, 320.16
+1965-02-20, 320.70
+1965-02-27, 320.89
+1965-03-06, 321.07
+1965-03-13, 320.98
+1965-03-20, 320.49
+1965-03-27, 321.40
+1965-04-03, 321.95
+1965-04-10, 322.27
+1965-04-17, 322.17
+1965-04-24, 321.86
+1965-05-01, 322.46
+1965-05-08, 322.22
+1965-05-15, 321.94
+1965-05-22, 321.69
+1965-05-29, 322.26
+1965-06-05, 321.87
+1965-06-12, 321.77
+1965-06-19, 321.77
+1965-06-26, 321.99
+1965-07-03, 321.97
+1965-07-10, 321.85
+1965-07-17, 321.76
+1965-07-24, 320.47
+1965-07-31, 319.49
+1965-08-07, 319.47
+1965-08-14, 318.02
+1965-08-21, 318.82
+1965-08-28, 318.73
+1965-09-04, 318.39
+1965-09-11, 318.05
+1965-09-18, 318.26
+1965-09-25, 316.85
+1965-10-02, 316.60
+1965-10-09, 317.26
+1965-10-16, 317.86
+1965-10-23, 317.56
+1965-10-30, 317.63
+1965-11-06, 318.30
+1965-11-13, 319.26
+1965-11-20, 318.99
+1965-11-27, 319.17
+1965-12-04, 319.09
+1965-12-11, 319.37
+1965-12-18, 319.39
+1965-12-25, 319.70
+1966-01-01, 319.69
+1966-01-08, 320.49
+1966-01-15, 320.63
+1966-01-22, 321.09
+1966-01-29, 321.16
+1966-02-05, 321.26
+1966-02-12, 321.75
+1966-02-19, 321.67
+1966-02-26, 321.80
+1966-03-05, 322.10
+1966-03-12, 322.14
+1966-03-19, 322.57
+1966-03-26, 322.86
+1966-04-02, 323.55
+1966-04-09, 323.62
+1966-04-16, 323.88
+1966-04-23, 323.91
+1966-04-30, 323.53
+1966-05-07, 324.00
+1966-05-14, 324.10
+1966-05-21, 323.72
+1966-05-28, 324.31
+1966-06-04, 324.02
+1966-06-11, 323.88
+1966-06-18, 323.75
+1966-06-25, 323.32
+1966-07-02, 322.82
+1966-07-09, 322.90
+1966-08-06, 321.31
+1966-08-13, 320.85
+1966-08-20, 319.16
+1966-08-27, 319.64
+1966-09-03, 319.94
+1966-09-10, 318.22
+1966-09-17, 318.46
+1966-09-24, 318.31
+1966-10-01, 317.90
+1966-10-08, 317.90
+1966-10-15, 318.21
+1966-10-22, 318.61
+1966-10-29, 318.39
+1966-11-12, 319.59
+1966-11-19, 320.03
+1966-11-26, 320.24
+1966-12-03, 320.80
+1966-12-10, 320.87
+1966-12-17, 321.16
+1966-12-24, 321.31
+1966-12-31, 321.37
+1967-01-07, 321.92
+1967-01-14, 322.93
+1967-02-04, 322.19
+1967-02-11, 322.23
+1967-02-18, 322.86
+1967-02-25, 322.60
+1967-03-04, 322.94
+1967-03-11, 322.60
+1967-03-18, 323.33
+1967-03-25, 323.24
+1967-04-01, 323.15
+1967-04-08, 324.21
+1967-04-15, 324.41
+1967-04-22, 324.60
+1967-04-29, 325.16
+1967-05-06, 325.26
+1967-05-13, 324.78
+1967-05-20, 325.09
+1967-05-27, 324.94
+1967-06-03, 324.95
+1967-06-10, 324.65
+1967-06-17, 323.31
+1967-06-24, 323.50
+1967-07-01, 322.89
+1967-07-08, 322.85
+1967-07-15, 322.45
+1967-07-22, 322.40
+1967-07-29, 322.04
+1967-08-05, 321.65
+1967-08-12, 321.40
+1967-08-19, 320.48
+1967-08-26, 320.01
+1967-09-02, 320.07
+1967-09-09, 319.43
+1967-09-16, 319.35
+1967-09-23, 319.03
+1967-09-30, 318.81
+1967-10-07, 318.88
+1967-10-14, 319.86
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+2020-05-02, 417.13
+2020-05-09, 416.84
+2020-05-16, 416.80
+2020-05-23, 417.41
+2020-05-30, 417.13
+2020-06-06, 416.43
+2020-06-13, 416.43
+2020-06-20, 416.09
+2020-06-27, 415.88
+2020-07-04, 415.13
+2020-07-11, 414.84
+2020-07-18, 414.22
+2020-07-25, 413.56
+2020-08-01, 413.35
+2020-08-08, 412.78
+2020-08-15, 412.67
+2020-08-22, 412.17
+2020-08-29, 411.72
+2020-09-05, 411.48
+2020-09-12, 411.37
+2020-09-19, 411.09
+2020-09-26, 410.99
+2020-10-03, 410.95
+2020-10-10, 411.05
+2020-10-17, 411.09
+2020-10-24, 411.48
+2020-10-31, 411.75
+2020-11-07, 412.30
+2020-11-14, 412.61
+2020-11-21, 412.91
+2020-11-28, 414.25
+2020-12-05, 413.00
+2020-12-12, 413.60
+2020-12-19, 414.34
+2020-12-26, 414.64
+2021-01-02, 415.19
+2021-01-09, 414.83
+2021-01-16, 414.84
+2021-01-23, 415.39
+2021-01-30, 415.68
+2021-02-06, 416.91
+2021-02-13, 416.46
+2021-02-20, 416.16
+2021-02-27, 416.45
+2021-03-06, 417.56
+2021-03-13, 416.54
+2021-03-20, 418.00
+2021-03-27, 416.43
+2021-04-03, 417.69
+2021-04-10, 419.02
+2021-04-17, 417.66
+2021-04-24, 418.54
+2021-05-01, 419.65
+2021-05-08, 418.16
+2021-05-15, 419.02
+2021-05-22, 417.98
+2021-05-29, 419.49
+2021-06-05, 419.46
+2021-06-12, 418.90
+2021-06-19, 418.49
+2021-06-26, 417.82
+2021-07-03, 417.70
+2021-07-10, 417.08
+2021-07-17, 416.91
+2021-07-24, 415.92
+2021-07-31, 414.94
+2021-08-07, 414.56
+2021-08-14, 414.66
+2021-08-21, 414.42
+2021-08-28, 412.68
+2021-09-04, 412.58
+2021-09-11, 413.15
+2021-09-18, 413.09
+2021-09-25, 413.05
+2021-10-02, 413.05
+2021-10-09, 413.56
+2021-10-16, 413.97
+2021-10-23, 413.97
+2021-10-30, 413.64
+2021-11-06, 414.32
+2021-11-13, 414.77
+2021-11-20, 414.91
+2021-11-27, 415.59
+2021-12-04, 415.77
+2021-12-11, 415.91
+2021-12-18, 416.58
+2021-12-25, 417.36
+2022-01-01, 417.17
+2022-01-08, 417.34
-- 
2.18.1