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module3/exo3/Concentration de CO2 dans l'atmosphère depuis 1958.ipynb
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......@@ -35,6 +35,1044 @@
"En 1958, Charles David Keeling a initié une mesure de la concentration de CO2 dans l'atmosphère à l'observatoire de Mauna Loa, Hawaii, États-Unis qui continue jusqu'à aujourd'hui.\n",
"Les données sont disponibles sur le [site Web de l'institut Scripps](https://scrippsco2.ucsd.edu/data/atmospheric_co2/primary_mlo_co2_record.html)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Le format des données est explicité dans le fichier CSV :\n",
"\n",
"\"The data file below contains 2 columns indicaing the date and CO2 \"\n",
"\" concentrations in micro-mol CO2 per mole (ppm), reported on the 2008A \"\n",
"\" SIO manometric mole fraction scale. These weekly values have been \"\n",
"\" adjusted to 12:00 hours at middle day of each weekly period as \"\n",
"\" indicated by the date in the first column. \"\n",
"\n",
"Les 43 premières lignes sont des commentaires que nous ignorons en précisant skiprows=43."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Vérifions qu'une copie locale des données existe dans le répertoire de travail sinon nous la téléchargeons.\n",
"\n",
"**NB:** La version de la base de données hebdomadaires utilisée dans la création de ce document computationnel a été téléchargé le 12/06/2020.\n",
"\n",
"Nous ajoutons un nom aux colonnes pour les identifier plus facilement par la suite"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
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" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>date</th>\n",
" <th>CO2_concentration</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1958-03-29</td>\n",
" <td>316.19</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1958-04-05</td>\n",
" <td>317.31</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>1958-04-12</td>\n",
" <td>317.69</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>1958-04-19</td>\n",
" <td>317.58</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>1958-04-26</td>\n",
" <td>316.48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>1958-05-03</td>\n",
" <td>316.95</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>1958-05-17</td>\n",
" <td>317.56</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>1958-05-24</td>\n",
" <td>317.99</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>1958-07-05</td>\n",
" <td>315.85</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>1958-07-12</td>\n",
" <td>315.85</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>1958-07-19</td>\n",
" <td>315.46</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>1958-07-26</td>\n",
" <td>315.59</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>1958-08-02</td>\n",
" <td>315.64</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>1958-08-09</td>\n",
" <td>315.10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>1958-08-16</td>\n",
" <td>315.09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>1958-08-30</td>\n",
" <td>314.14</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>1958-09-06</td>\n",
" <td>313.54</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>1958-11-08</td>\n",
" <td>313.05</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>1958-11-15</td>\n",
" <td>313.26</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>1958-11-22</td>\n",
" <td>313.57</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>1958-11-29</td>\n",
" <td>314.01</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>1958-12-06</td>\n",
" <td>314.56</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>1958-12-13</td>\n",
" <td>314.41</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>1958-12-20</td>\n",
" <td>314.77</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>1958-12-27</td>\n",
" <td>315.21</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>1959-01-03</td>\n",
" <td>315.24</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>1959-01-10</td>\n",
" <td>315.50</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>1959-01-17</td>\n",
" <td>315.69</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>1959-01-24</td>\n",
" <td>315.86</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>1959-01-31</td>\n",
" <td>315.42</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3143</th>\n",
" <td>2019-11-02</td>\n",
" <td>409.86</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3144</th>\n",
" <td>2019-11-09</td>\n",
" <td>410.15</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3145</th>\n",
" <td>2019-11-16</td>\n",
" <td>410.22</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3146</th>\n",
" <td>2019-11-23</td>\n",
" <td>410.48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3147</th>\n",
" <td>2019-11-30</td>\n",
" <td>410.92</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3148</th>\n",
" <td>2019-12-07</td>\n",
" <td>411.27</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3149</th>\n",
" <td>2019-12-14</td>\n",
" <td>411.67</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3150</th>\n",
" <td>2019-12-21</td>\n",
" <td>412.30</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3151</th>\n",
" <td>2019-12-28</td>\n",
" <td>412.59</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3152</th>\n",
" <td>2020-01-04</td>\n",
" <td>413.19</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3153</th>\n",
" <td>2020-01-11</td>\n",
" <td>413.39</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3154</th>\n",
" <td>2020-01-25</td>\n",
" <td>413.36</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3155</th>\n",
" <td>2020-02-01</td>\n",
" <td>413.99</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3156</th>\n",
" <td>2020-02-08</td>\n",
" <td>414.83</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3157</th>\n",
" <td>2020-02-15</td>\n",
" <td>413.81</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3158</th>\n",
" <td>2020-02-22</td>\n",
" <td>414.17</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3159</th>\n",
" <td>2020-02-29</td>\n",
" <td>413.89</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3160</th>\n",
" <td>2020-03-07</td>\n",
" <td>414.00</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3161</th>\n",
" <td>2020-03-14</td>\n",
" <td>414.30</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3162</th>\n",
" <td>2020-03-21</td>\n",
" <td>414.62</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3163</th>\n",
" <td>2020-03-28</td>\n",
" <td>415.57</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3164</th>\n",
" <td>2020-04-04</td>\n",
" <td>415.61</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3165</th>\n",
" <td>2020-04-11</td>\n",
" <td>416.47</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3166</th>\n",
" <td>2020-04-18</td>\n",
" <td>416.60</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3167</th>\n",
" <td>2020-04-25</td>\n",
" <td>415.86</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3168</th>\n",
" <td>2020-05-02</td>\n",
" <td>417.20</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3169</th>\n",
" <td>2020-05-09</td>\n",
" <td>416.99</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3170</th>\n",
" <td>2020-05-16</td>\n",
" <td>416.54</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3171</th>\n",
" <td>2020-05-23</td>\n",
" <td>417.49</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3172</th>\n",
" <td>2020-05-30</td>\n",
" <td>417.19</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>3173 rows × 2 columns</p>\n",
"</div>"
],
"text/plain": [
" date CO2_concentration\n",
"0 1958-03-29 316.19\n",
"1 1958-04-05 317.31\n",
"2 1958-04-12 317.69\n",
"3 1958-04-19 317.58\n",
"4 1958-04-26 316.48\n",
"5 1958-05-03 316.95\n",
"6 1958-05-17 317.56\n",
"7 1958-05-24 317.99\n",
"8 1958-07-05 315.85\n",
"9 1958-07-12 315.85\n",
"10 1958-07-19 315.46\n",
"11 1958-07-26 315.59\n",
"12 1958-08-02 315.64\n",
"13 1958-08-09 315.10\n",
"14 1958-08-16 315.09\n",
"15 1958-08-30 314.14\n",
"16 1958-09-06 313.54\n",
"17 1958-11-08 313.05\n",
"18 1958-11-15 313.26\n",
"19 1958-11-22 313.57\n",
"20 1958-11-29 314.01\n",
"21 1958-12-06 314.56\n",
"22 1958-12-13 314.41\n",
"23 1958-12-20 314.77\n",
"24 1958-12-27 315.21\n",
"25 1959-01-03 315.24\n",
"26 1959-01-10 315.50\n",
"27 1959-01-17 315.69\n",
"28 1959-01-24 315.86\n",
"29 1959-01-31 315.42\n",
"... ... ...\n",
"3143 2019-11-02 409.86\n",
"3144 2019-11-09 410.15\n",
"3145 2019-11-16 410.22\n",
"3146 2019-11-23 410.48\n",
"3147 2019-11-30 410.92\n",
"3148 2019-12-07 411.27\n",
"3149 2019-12-14 411.67\n",
"3150 2019-12-21 412.30\n",
"3151 2019-12-28 412.59\n",
"3152 2020-01-04 413.19\n",
"3153 2020-01-11 413.39\n",
"3154 2020-01-25 413.36\n",
"3155 2020-02-01 413.99\n",
"3156 2020-02-08 414.83\n",
"3157 2020-02-15 413.81\n",
"3158 2020-02-22 414.17\n",
"3159 2020-02-29 413.89\n",
"3160 2020-03-07 414.00\n",
"3161 2020-03-14 414.30\n",
"3162 2020-03-21 414.62\n",
"3163 2020-03-28 415.57\n",
"3164 2020-04-04 415.61\n",
"3165 2020-04-11 416.47\n",
"3166 2020-04-18 416.60\n",
"3167 2020-04-25 415.86\n",
"3168 2020-05-02 417.20\n",
"3169 2020-05-09 416.99\n",
"3170 2020-05-16 416.54\n",
"3171 2020-05-23 417.49\n",
"3172 2020-05-30 417.19\n",
"\n",
"[3173 rows x 2 columns]"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data_url = \"https://scrippsco2.ucsd.edu/assets/data/atmospheric/stations/in_situ_co2/weekly/weekly_in_situ_co2_mlo.csv\"\n",
"data_file = \"concentrationCO2.csv\"\n",
"\n",
"os.path.isfile(data_file)\n",
"if os.path.isfile(data_file) == 0:\n",
" urllib.request.urlretrieve(data_url, data_file)\n",
"\n",
"raw_data = pd.read_csv(data_file, names = ['date','CO2_concentration'], skiprows=44)\n",
"raw_data"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Y a-t-il des points manquants dans ce jeux de données ?"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
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"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"raw_data[raw_data.isnull().any(axis=1)]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"À la date de création de ce document il n'y a pas de données manquante. Cependant on introduisons une procédure pour supprimer les lignes avec de telles données manquantes susceptibles d'être introduite dans la base de données par la suite."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
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" <td>1958-04-12</td>\n",
" <td>317.69</td>\n",
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" <tr>\n",
" <th>3</th>\n",
" <td>1958-04-19</td>\n",
" <td>317.58</td>\n",
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" <tr>\n",
" <th>4</th>\n",
" <td>1958-04-26</td>\n",
" <td>316.48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>1958-05-03</td>\n",
" <td>316.95</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>1958-05-17</td>\n",
" <td>317.56</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>1958-05-24</td>\n",
" <td>317.99</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>1958-07-05</td>\n",
" <td>315.85</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>1958-07-12</td>\n",
" <td>315.85</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>1958-07-19</td>\n",
" <td>315.46</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>1958-07-26</td>\n",
" <td>315.59</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>1958-08-02</td>\n",
" <td>315.64</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>1958-08-09</td>\n",
" <td>315.10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>1958-08-16</td>\n",
" <td>315.09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>1958-08-30</td>\n",
" <td>314.14</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>1958-09-06</td>\n",
" <td>313.54</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>1958-11-08</td>\n",
" <td>313.05</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>1958-11-15</td>\n",
" <td>313.26</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>1958-11-22</td>\n",
" <td>313.57</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>1958-11-29</td>\n",
" <td>314.01</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>1958-12-06</td>\n",
" <td>314.56</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>1958-12-13</td>\n",
" <td>314.41</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>1958-12-20</td>\n",
" <td>314.77</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>1958-12-27</td>\n",
" <td>315.21</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>1959-01-03</td>\n",
" <td>315.24</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>1959-01-10</td>\n",
" <td>315.50</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>1959-01-17</td>\n",
" <td>315.69</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>1959-01-24</td>\n",
" <td>315.86</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>1959-01-31</td>\n",
" <td>315.42</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3143</th>\n",
" <td>2019-11-02</td>\n",
" <td>409.86</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3144</th>\n",
" <td>2019-11-09</td>\n",
" <td>410.15</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3145</th>\n",
" <td>2019-11-16</td>\n",
" <td>410.22</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3146</th>\n",
" <td>2019-11-23</td>\n",
" <td>410.48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3147</th>\n",
" <td>2019-11-30</td>\n",
" <td>410.92</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3148</th>\n",
" <td>2019-12-07</td>\n",
" <td>411.27</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3149</th>\n",
" <td>2019-12-14</td>\n",
" <td>411.67</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3150</th>\n",
" <td>2019-12-21</td>\n",
" <td>412.30</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3151</th>\n",
" <td>2019-12-28</td>\n",
" <td>412.59</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3152</th>\n",
" <td>2020-01-04</td>\n",
" <td>413.19</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3153</th>\n",
" <td>2020-01-11</td>\n",
" <td>413.39</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3154</th>\n",
" <td>2020-01-25</td>\n",
" <td>413.36</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3155</th>\n",
" <td>2020-02-01</td>\n",
" <td>413.99</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3156</th>\n",
" <td>2020-02-08</td>\n",
" <td>414.83</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3157</th>\n",
" <td>2020-02-15</td>\n",
" <td>413.81</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3158</th>\n",
" <td>2020-02-22</td>\n",
" <td>414.17</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3159</th>\n",
" <td>2020-02-29</td>\n",
" <td>413.89</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3160</th>\n",
" <td>2020-03-07</td>\n",
" <td>414.00</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3161</th>\n",
" <td>2020-03-14</td>\n",
" <td>414.30</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3162</th>\n",
" <td>2020-03-21</td>\n",
" <td>414.62</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3163</th>\n",
" <td>2020-03-28</td>\n",
" <td>415.57</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3164</th>\n",
" <td>2020-04-04</td>\n",
" <td>415.61</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3165</th>\n",
" <td>2020-04-11</td>\n",
" <td>416.47</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3166</th>\n",
" <td>2020-04-18</td>\n",
" <td>416.60</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3167</th>\n",
" <td>2020-04-25</td>\n",
" <td>415.86</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3168</th>\n",
" <td>2020-05-02</td>\n",
" <td>417.20</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3169</th>\n",
" <td>2020-05-09</td>\n",
" <td>416.99</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3170</th>\n",
" <td>2020-05-16</td>\n",
" <td>416.54</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3171</th>\n",
" <td>2020-05-23</td>\n",
" <td>417.49</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3172</th>\n",
" <td>2020-05-30</td>\n",
" <td>417.19</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>3173 rows × 2 columns</p>\n",
"</div>"
],
"text/plain": [
" date CO2_concentration\n",
"0 1958-03-29 316.19\n",
"1 1958-04-05 317.31\n",
"2 1958-04-12 317.69\n",
"3 1958-04-19 317.58\n",
"4 1958-04-26 316.48\n",
"5 1958-05-03 316.95\n",
"6 1958-05-17 317.56\n",
"7 1958-05-24 317.99\n",
"8 1958-07-05 315.85\n",
"9 1958-07-12 315.85\n",
"10 1958-07-19 315.46\n",
"11 1958-07-26 315.59\n",
"12 1958-08-02 315.64\n",
"13 1958-08-09 315.10\n",
"14 1958-08-16 315.09\n",
"15 1958-08-30 314.14\n",
"16 1958-09-06 313.54\n",
"17 1958-11-08 313.05\n",
"18 1958-11-15 313.26\n",
"19 1958-11-22 313.57\n",
"20 1958-11-29 314.01\n",
"21 1958-12-06 314.56\n",
"22 1958-12-13 314.41\n",
"23 1958-12-20 314.77\n",
"24 1958-12-27 315.21\n",
"25 1959-01-03 315.24\n",
"26 1959-01-10 315.50\n",
"27 1959-01-17 315.69\n",
"28 1959-01-24 315.86\n",
"29 1959-01-31 315.42\n",
"... ... ...\n",
"3143 2019-11-02 409.86\n",
"3144 2019-11-09 410.15\n",
"3145 2019-11-16 410.22\n",
"3146 2019-11-23 410.48\n",
"3147 2019-11-30 410.92\n",
"3148 2019-12-07 411.27\n",
"3149 2019-12-14 411.67\n",
"3150 2019-12-21 412.30\n",
"3151 2019-12-28 412.59\n",
"3152 2020-01-04 413.19\n",
"3153 2020-01-11 413.39\n",
"3154 2020-01-25 413.36\n",
"3155 2020-02-01 413.99\n",
"3156 2020-02-08 414.83\n",
"3157 2020-02-15 413.81\n",
"3158 2020-02-22 414.17\n",
"3159 2020-02-29 413.89\n",
"3160 2020-03-07 414.00\n",
"3161 2020-03-14 414.30\n",
"3162 2020-03-21 414.62\n",
"3163 2020-03-28 415.57\n",
"3164 2020-04-04 415.61\n",
"3165 2020-04-11 416.47\n",
"3166 2020-04-18 416.60\n",
"3167 2020-04-25 415.86\n",
"3168 2020-05-02 417.20\n",
"3169 2020-05-09 416.99\n",
"3170 2020-05-16 416.54\n",
"3171 2020-05-23 417.49\n",
"3172 2020-05-30 417.19\n",
"\n",
"[3173 rows x 2 columns]"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data = raw_data.dropna().copy()\n",
"data"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Le format de la date est conventionnelle et compris par la bibliothèque pandas. Nous pouvons utiliser les données telles quelles pour tracer un premier aperçu des données brutes."
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"sorted_data = data.set_index('date').sort_index()"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x7f25a1fc77f0>"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"sorted_data.plot()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Il existe clairement deux tendances. Une tendance à cours terme et une à long terme.\n",
"\n",
"Étudions d'abors la tendance oscillatoire à court terme en traçant ces données sur les dernières années. "
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x7f25a1e739e8>"
]
},
"execution_count": 18,
"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": [
"sorted_data[-200:].plot()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
......
module3/exo3/concentrationCO2.csv 0 → 100644
View file @ 54411666
"-------------------------------------------------------------------------------------------"
" 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 03-Jun-2020 from archive dated 03-Jun-2020 08:07:43 "
" "
"-------------------------------------------------------------------------------------------"
" "
" 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 2008A "
" 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
1967-10-21, 319.47
1967-10-28, 319.86
1967-11-04, 320.01
1967-11-11, 320.34
1967-11-18, 320.91
1967-11-25, 321.54
1967-12-02, 321.40
1967-12-09, 321.89
1967-12-16, 322.29
1967-12-23, 321.98
1967-12-30, 322.30
1968-01-06, 322.46
1968-01-13, 322.50
1968-01-20, 322.59
1968-01-27, 322.83
1968-02-03, 322.66
1968-02-10, 323.17
1968-02-17, 323.46
1968-02-24, 323.18
1968-03-02, 323.15
1968-03-09, 323.85
1968-03-16, 323.85
1968-03-23, 324.21
1968-03-30, 324.77
1968-04-06, 324.79
1968-04-13, 325.04
1968-04-20, 324.84
1968-04-27, 325.45
1968-05-04, 325.63
1968-05-11, 325.09
1968-05-18, 325.52
1968-05-25, 325.86
1968-06-01, 325.67
1968-06-08, 325.71
1968-06-15, 325.56
1968-06-22, 324.99
1968-06-29, 324.63
1968-07-06, 324.70
1968-07-13, 324.13
1968-07-20, 323.94
1968-07-27, 323.40
1968-08-03, 322.49
1968-08-10, 322.27
1968-08-17, 322.02
1968-08-24, 321.74
1968-08-31, 321.42
1968-09-07, 320.44
1968-09-14, 321.18
1968-09-21, 319.78
1968-09-28, 319.89
1968-10-05, 320.57
1968-10-12, 320.52
1968-10-19, 320.26
1968-10-26, 319.92
1968-11-02, 320.70
1968-11-09, 320.89
1968-11-16, 321.40
1968-11-23, 321.78
1968-11-30, 322.06
1968-12-07, 322.44
1968-12-14, 322.91
1968-12-21, 323.33
1968-12-28, 323.19
1969-01-04, 323.39
1969-01-11, 324.06
1969-01-18, 324.36
1969-01-25, 324.14
1969-02-01, 324.16
1969-02-08, 323.92
1969-02-15, 324.37
1969-02-22, 324.86
1969-03-01, 325.14
1969-03-08, 325.58
1969-03-15, 325.72
1969-03-22, 325.96
1969-03-29, 325.89
1969-04-05, 326.27
1969-04-12, 327.13
1969-04-19, 326.58
1969-04-26, 326.57
1969-05-03, 327.52
1969-05-10, 327.82
1969-05-17, 326.86
1969-05-24, 326.92
1969-05-31, 327.43
1969-06-07, 326.51
1969-06-14, 326.78
1969-06-21, 326.73
1969-06-28, 326.37
1969-07-05, 326.16
1969-07-12, 326.07
1969-07-19, 325.72
1969-07-26, 325.47
1969-08-02, 324.50
1969-08-09, 324.56
1969-08-16, 323.14
1969-08-23, 322.56
1969-08-30, 323.14
1969-09-06, 322.21
1969-09-13, 322.79
1969-09-20, 322.84
1969-09-27, 321.96
1969-10-04, 321.50
1969-10-11, 321.82
1969-10-18, 322.00
1969-10-25, 321.93
1969-11-01, 322.21
1969-11-08, 322.64
1969-11-15, 322.78
1969-11-22, 323.10
1969-11-29, 323.52
1969-12-06, 323.91
1969-12-13, 323.99
1969-12-20, 324.22
1969-12-27, 324.50
1970-01-03, 324.70
1970-01-10, 325.40
1970-01-17, 325.05
1970-01-24, 324.80
1970-01-31, 325.55
1970-02-07, 325.70
1970-02-14, 326.02
1970-02-21, 326.32
1970-02-28, 326.17
1970-03-07, 326.85
1970-03-14, 326.80
1970-03-21, 327.51
1970-03-28, 326.95
1970-04-04, 328.20
1970-04-11, 327.84
1970-04-18, 327.81
1970-04-25, 328.55
1970-05-02, 327.99
1970-05-09, 327.56
1970-05-16, 328.03
1970-05-23, 328.33
1970-05-30, 327.98
1970-06-06, 327.55
1970-06-13, 327.86
1970-06-20, 327.71
1970-06-27, 327.23
1970-07-04, 327.29
1970-07-11, 326.24
1970-07-18, 326.28
1970-07-25, 325.63
1970-08-01, 325.24
1970-08-08, 325.21
1970-08-15, 324.86
1970-08-22, 324.84
1970-08-29, 323.33
1970-09-05, 322.97
1970-09-12, 323.58
1970-09-19, 323.18
1970-09-26, 323.15
1970-10-03, 323.21
1970-10-10, 323.56
1970-10-17, 322.92
1970-10-24, 323.02
1970-10-31, 323.18
1970-11-07, 323.69
1970-11-14, 323.76
1970-11-21, 324.23
1970-11-28, 324.71
1970-12-05, 324.73
1970-12-12, 325.00
1970-12-19, 325.29
1970-12-26, 325.58
1971-01-02, 325.77
1971-01-09, 325.89
1971-01-16, 325.90
1971-01-23, 326.72
1971-01-30, 326.68
1971-02-06, 326.55
1971-02-13, 326.49
1971-02-20, 326.79
1971-02-27, 327.05
1971-03-06, 327.15
1971-03-13, 327.34
1971-03-20, 327.08
1971-03-27, 327.45
1971-04-03, 327.44
1971-04-10, 327.10
1971-04-17, 327.71
1971-04-24, 328.56
1971-05-01, 328.20
1971-05-08, 329.07
1971-05-15, 329.28
1971-05-22, 328.92
1971-05-29, 328.81
1971-06-05, 328.56
1971-06-12, 328.80
1971-06-19, 328.18
1971-06-26, 328.52
1971-07-03, 327.92
1971-07-10, 327.88
1971-07-17, 327.55
1971-07-24, 326.21
1971-07-31, 326.74
1971-08-07, 326.12
1971-08-14, 325.61
1971-08-21, 325.39
1971-08-28, 324.04
1971-09-04, 323.65
1971-09-11, 323.51
1971-09-18, 323.26
1971-09-25, 323.30
1971-10-02, 323.32
1971-10-09, 322.95
1971-10-16, 323.52
1971-10-23, 323.69
1971-10-30, 324.40
1971-11-06, 324.36
1971-11-13, 324.53
1971-11-20, 325.04
1971-11-27, 325.51
1971-12-04, 325.38
1971-12-11, 325.93
1971-12-18, 326.28
1971-12-25, 326.35
1972-01-01, 326.61
1972-01-08, 326.67
1972-01-15, 326.62
1972-01-22, 326.68
1972-01-29, 327.24
1972-02-05, 327.40
1972-02-12, 327.95
1972-02-19, 327.83
1972-02-26, 327.42
1972-03-04, 327.58
1972-03-11, 327.16
1972-03-18, 327.78
1972-03-25, 328.62
1972-04-01, 328.97
1972-04-08, 329.47
1972-04-15, 329.83
1972-04-22, 330.13
1972-04-29, 330.02
1972-05-06, 330.04
1972-05-13, 329.75
1972-05-20, 330.11
1972-05-27, 330.21
1972-06-03, 329.71
1972-06-10, 329.15
1972-06-17, 329.04
1972-06-24, 328.52
1972-07-01, 328.63
1972-07-08, 328.30
1972-07-15, 327.72
1972-07-22, 328.14
1972-07-29, 327.51
1972-08-05, 326.92
1972-08-12, 326.66
1972-08-19, 326.57
1972-08-26, 325.05
1972-09-02, 325.40
1972-09-09, 325.77
1972-09-16, 324.81
1972-09-23, 324.26
1972-09-30, 324.23
1972-10-07, 324.88
1972-10-14, 325.52
1972-10-21, 325.11
1972-10-28, 325.86
1972-11-04, 326.32
1972-11-11, 326.13
1972-11-18, 326.44
1972-11-25, 326.98
1972-12-02, 326.94
1972-12-09, 327.16
1972-12-16, 327.60
1972-12-23, 327.91
1972-12-30, 328.26
1973-01-06, 328.40
1973-01-13, 328.44
1973-01-20, 328.66
1973-01-27, 328.86
1973-02-03, 329.19
1973-02-10, 329.53
1973-02-17, 329.67
1973-02-24, 329.70
1973-03-03, 329.95
1973-03-10, 330.11
1973-03-17, 330.55
1973-03-24, 330.83
1973-03-31, 330.68
1973-04-07, 331.22
1973-04-14, 331.10
1973-04-21, 331.94
1973-04-28, 332.16
1973-05-05, 332.21
1973-05-12, 332.35
1973-05-19, 332.63
1973-05-26, 332.58
1973-06-02, 332.27
1973-06-09, 332.58
1973-06-16, 332.02
1973-06-23, 331.63
1973-06-30, 331.43
1973-07-07, 331.53
1973-07-14, 331.07
1973-07-21, 330.08
1973-07-28, 330.13
1973-08-04, 330.05
1973-08-11, 329.54
1973-08-18, 329.36
1973-08-25, 328.53
1973-09-01, 328.45
1973-09-08, 327.65
1973-09-15, 327.81
1973-09-22, 327.10
1973-09-29, 326.60
1973-10-06, 327.05
1973-10-13, 327.40
1973-10-20, 327.48
1973-10-27, 327.18
1973-11-03, 327.59
1973-11-10, 328.02
1973-11-17, 328.20
1973-11-24, 328.57
1973-12-01, 329.05
1973-12-08, 328.70
1973-12-15, 328.65
1973-12-22, 328.24
1973-12-29, 328.71
1974-01-05, 328.91
1974-01-12, 329.29
1974-01-19, 329.41
1974-01-26, 329.85
1974-02-02, 330.54
1974-02-09, 330.81
1974-02-16, 330.61
1974-02-23, 330.68
1974-03-02, 330.79
1974-03-09, 331.20
1974-03-16, 332.11
1974-03-23, 332.00
1974-03-30, 331.56
1974-04-06, 332.47
1974-04-13, 332.14
1974-04-20, 332.93
1974-04-27, 333.17
1974-05-04, 332.95
1974-05-11, 333.09
1974-05-18, 333.27
1974-05-25, 332.87
1974-06-01, 332.93
1974-06-08, 332.03
1974-06-15, 332.03
1974-06-22, 332.26
1974-06-29, 331.73
1974-07-06, 331.73
1974-07-13, 331.29
1974-07-20, 330.47
1974-07-27, 331.02
1974-08-03, 330.09
1974-08-10, 329.92
1974-08-17, 329.29
1974-08-24, 328.97
1974-08-31, 328.19
1974-09-07, 328.03
1974-09-14, 327.35
1974-09-21, 326.91
1974-09-28, 327.38
1974-10-05, 327.39
1974-10-12, 327.06
1974-10-19, 327.56
1974-10-26, 327.70
1974-11-02, 327.99
1974-11-09, 328.09
1974-11-16, 328.83
1974-11-23, 328.65
1974-11-30, 328.75
1974-12-07, 329.50
1974-12-14, 329.73
1974-12-21, 329.82
1974-12-28, 329.78
1975-01-04, 329.93
1975-01-11, 329.82
1975-01-18, 330.27
1975-01-25, 331.13
1975-02-01, 331.18
1975-02-08, 331.47
1975-02-15, 331.00
1975-02-22, 331.72
1975-03-01, 331.88
1975-03-08, 331.61
1975-03-15, 331.96
1975-03-22, 332.27
1975-03-29, 332.58
1975-04-05, 333.03
1975-04-12, 333.58
1975-04-19, 333.54
1975-04-26, 333.13
1975-05-03, 333.94
1975-05-10, 333.93
1975-05-17, 333.76
1975-05-24, 333.73
1975-05-31, 334.13
1975-06-07, 333.87
1975-06-14, 333.38
1975-06-21, 333.45
1975-06-28, 333.19
1975-07-05, 332.71
1975-07-12, 332.05
1975-07-19, 331.05
1975-07-26, 331.57
1975-08-02, 330.83
1975-08-09, 330.70
1975-08-16, 330.35
1975-08-23, 329.30
1975-08-30, 328.88
1975-09-06, 329.45
1975-09-13, 328.52
1975-09-20, 328.09
1975-09-27, 328.28
1975-10-04, 328.03
1975-10-11, 328.05
1975-10-18, 328.57
1975-10-25, 328.81
1975-11-01, 329.35
1975-11-08, 329.20
1975-11-15, 329.17
1975-11-22, 329.54
1975-11-29, 330.14
1975-12-06, 330.35
1975-12-13, 330.54
1975-12-20, 331.13
1975-12-27, 331.29
1976-01-03, 331.57
1976-01-10, 331.51
1976-01-17, 331.74
1976-01-24, 331.87
1976-01-31, 332.28
1976-02-07, 332.19
1976-02-14, 332.52
1976-02-21, 333.26
1976-02-28, 332.48
1976-03-06, 332.81
1976-03-13, 333.60
1976-03-20, 333.14
1976-03-27, 334.39
1976-04-03, 334.73
1976-04-10, 334.26
1976-04-17, 334.42
1976-04-24, 334.54
1976-05-01, 334.74
1976-05-08, 334.33
1976-05-15, 334.60
1976-05-22, 335.43
1976-05-29, 334.87
1976-06-05, 334.36
1976-06-12, 334.63
1976-06-19, 334.32
1976-07-03, 333.66
1976-07-10, 333.42
1976-07-17, 332.85
1976-07-24, 332.47
1976-07-31, 332.13
1976-08-07, 331.72
1976-08-14, 330.65
1976-08-21, 330.69
1976-08-28, 330.09
1976-09-04, 329.75
1976-09-11, 330.09
1976-09-18, 329.33
1976-09-25, 328.42
1976-10-02, 328.85
1976-10-09, 329.06
1976-10-16, 329.60
1976-10-23, 329.17
1976-10-30, 329.03
1976-11-06, 329.84
1976-11-13, 330.43
1976-11-20, 330.59
1976-11-27, 330.70
1976-12-04, 331.15
1976-12-11, 331.33
1976-12-18, 331.92
1976-12-25, 332.20
1977-01-01, 332.58
1977-01-08, 332.43
1977-01-15, 333.14
1977-01-22, 333.24
1977-01-29, 333.22
1977-02-05, 333.41
1977-02-12, 333.33
1977-02-19, 333.45
1977-02-26, 333.63
1977-03-05, 334.10
1977-03-12, 334.67
1977-03-19, 335.11
1977-03-26, 335.02
1977-04-02, 335.53
1977-04-09, 335.94
1977-04-16, 336.01
1977-04-23, 336.12
1977-04-30, 336.78
1977-05-07, 336.80
1977-05-14, 336.47
1977-05-21, 336.84
1977-05-28, 336.72
1977-06-04, 336.49
1977-06-11, 336.31
1977-06-18, 336.19
1977-06-25, 336.03
1977-07-02, 335.59
1977-07-09, 335.10
1977-07-16, 335.11
1977-07-23, 334.60
1977-07-30, 333.76
1977-08-06, 333.01
1977-08-13, 332.98
1977-08-20, 332.84
1977-08-27, 332.85
1977-09-03, 332.17
1977-09-10, 331.21
1977-09-17, 332.10
1977-09-24, 330.96
1977-10-01, 330.45
1977-10-08, 330.95
1977-10-15, 331.52
1977-10-22, 331.52
1977-10-29, 331.74
1977-11-05, 332.13
1977-11-12, 332.03
1977-11-19, 332.59
1977-11-26, 332.85
1977-12-03, 333.20
1977-12-10, 333.51
1977-12-17, 333.85
1977-12-24, 334.25
1977-12-31, 334.67
1978-01-07, 334.27
1978-01-14, 334.63
1978-01-21, 335.46
1978-01-28, 335.94
1978-02-04, 335.00
1978-02-11, 335.13
1978-02-18, 335.66
1978-02-25, 335.70
1978-03-04, 336.27
1978-03-11, 336.10
1978-03-18, 336.80
1978-03-25, 337.39
1978-04-01, 337.08
1978-04-08, 337.99
1978-04-15, 337.94
1978-04-22, 337.47
1978-04-29, 338.05
1978-05-06, 338.07
1978-05-13, 338.10
1978-05-20, 337.82
1978-05-27, 337.90
1978-06-03, 338.48
1978-06-10, 338.23
1978-06-17, 337.86
1978-06-24, 337.39
1978-07-01, 337.69
1978-07-08, 336.79
1978-07-15, 336.72
1978-07-22, 335.95
1978-07-29, 335.69
1978-08-05, 335.17
1978-08-12, 334.84
1978-08-19, 334.41
1978-08-26, 334.37
1978-09-02, 333.88
1978-09-09, 332.88
1978-09-16, 332.19
1978-09-23, 332.38
1978-09-30, 332.76
1978-10-07, 332.10
1978-10-14, 332.45
1978-10-21, 333.02
1978-10-28, 333.18
1978-11-04, 333.58
1978-11-11, 333.85
1978-11-18, 333.88
1978-11-25, 334.20
1978-12-02, 334.52
1978-12-09, 334.80
1978-12-16, 335.15
1978-12-23, 335.12
1978-12-30, 335.32
1979-01-06, 335.36
1979-01-13, 335.97
1979-01-20, 336.85
1979-01-27, 336.95
1979-02-03, 336.90
1979-02-10, 336.54
1979-02-17, 336.71
1979-02-24, 336.79
1979-03-03, 337.12
1979-03-10, 337.79
1979-03-17, 337.43
1979-03-24, 339.02
1979-03-31, 338.80
1979-04-07, 338.17
1979-04-14, 338.66
1979-04-21, 339.25
1979-04-28, 339.60
1979-05-05, 339.30
1979-05-12, 338.88
1979-05-19, 339.86
1979-05-26, 339.62
1979-06-02, 339.93
1979-06-09, 339.52
1979-06-16, 338.90
1979-06-23, 338.95
1979-06-30, 339.00
1979-07-07, 338.28
1979-07-14, 337.82
1979-07-21, 337.37
1979-07-28, 336.84
1979-08-04, 337.03
1979-08-11, 336.59
1979-08-18, 336.17
1979-08-25, 334.56
1979-09-01, 334.45
1979-09-08, 334.00
1979-09-15, 334.21
1979-09-22, 333.28
1979-09-29, 334.11
1979-10-06, 334.10
1979-10-13, 333.97
1979-10-20, 333.74
1979-10-27, 334.16
1979-11-03, 334.73
1979-11-10, 334.86
1979-11-17, 335.59
1979-11-24, 335.68
1979-12-01, 335.99
1979-12-08, 336.50
1979-12-15, 336.77
1979-12-22, 336.88
1979-12-29, 337.40
1980-01-05, 337.67
1980-01-12, 337.48
1980-01-19, 338.38
1980-01-26, 338.49
1980-02-02, 338.05
1980-02-09, 338.14
1980-02-16, 338.68
1980-02-23, 338.26
1980-03-01, 339.31
1980-03-08, 339.54
1980-03-15, 340.02
1980-03-22, 340.54
1980-03-29, 341.01
1980-04-05, 340.41
1980-04-12, 340.95
1980-04-19, 340.75
1980-04-26, 341.06
1980-05-03, 341.52
1980-05-10, 341.30
1980-05-17, 341.38
1980-05-24, 340.92
1980-05-31, 341.72
1980-06-07, 341.38
1980-06-14, 341.39
1980-06-21, 340.87
1980-06-28, 340.40
1980-07-05, 340.44
1980-07-12, 339.78
1980-07-19, 338.51
1980-07-26, 338.92
1980-08-02, 337.98
1980-08-09, 337.77
1980-08-16, 337.75
1980-08-23, 337.79
1980-08-30, 337.01
1980-09-06, 336.65
1980-09-13, 335.75
1980-09-20, 335.28
1980-09-27, 336.03
1980-10-04, 335.83
1980-10-11, 335.87
1980-10-18, 336.10
1980-10-25, 336.42
1980-11-01, 336.65
1980-11-08, 336.98
1980-11-15, 337.14
1980-11-22, 337.31
1980-11-29, 337.41
1980-12-06, 337.77
1980-12-13, 338.10
1980-12-20, 338.39
1980-12-27, 338.72
1981-01-03, 338.94
1981-01-10, 339.13
1981-01-17, 339.39
1981-01-24, 339.36
1981-01-31, 339.55
1981-02-07, 340.57
1981-02-14, 340.04
1981-02-21, 340.20
1981-02-28, 341.11
1981-03-07, 340.73
1981-03-14, 341.04
1981-03-21, 341.89
1981-03-28, 342.19
1981-04-04, 342.42
1981-04-11, 342.49
1981-04-18, 342.78
1981-04-25, 342.30
1981-05-02, 342.95
1981-05-09, 343.00
1981-05-16, 342.80
1981-05-23, 342.70
1981-05-30, 342.75
1981-06-06, 342.64
1981-06-13, 342.54
1981-06-20, 341.81
1981-06-27, 341.64
1981-07-04, 341.05
1981-07-11, 340.87
1981-07-18, 339.76
1981-07-25, 340.21
1981-08-01, 339.56
1981-08-08, 338.92
1981-08-15, 338.48
1981-08-22, 337.57
1981-08-29, 337.73
1981-09-05, 337.20
1981-09-12, 337.03
1981-09-19, 336.75
1981-09-26, 335.95
1981-10-03, 336.30
1981-10-10, 336.65
1981-10-17, 337.13
1981-10-24, 337.22
1981-10-31, 337.56
1981-11-07, 337.87
1981-11-14, 338.14
1981-11-21, 338.57
1981-11-28, 339.30
1981-12-05, 339.29
1981-12-12, 339.41
1981-12-19, 339.65
1981-12-26, 340.23
1982-01-02, 340.28
1982-01-09, 340.39
1982-01-16, 340.72
1982-01-23, 341.13
1982-01-30, 341.29
1982-02-06, 341.94
1982-02-13, 341.11
1982-02-20, 341.14
1982-02-27, 342.19
1982-03-06, 342.66
1982-03-13, 342.61
1982-03-20, 342.78
1982-03-27, 342.81
1982-04-03, 342.96
1982-04-10, 343.30
1982-04-17, 343.50
1982-04-24, 344.29
1982-05-01, 343.83
1982-05-08, 343.68
1982-05-15, 344.29
1982-05-22, 344.10
1982-05-29, 344.10
1982-06-05, 343.48
1982-06-12, 343.50
1982-06-19, 343.46
1982-06-26, 342.91
1982-07-03, 342.53
1982-07-10, 342.03
1982-07-17, 342.02
1982-07-24, 341.81
1982-07-31, 341.31
1982-08-07, 340.57
1982-08-14, 340.06
1982-08-21, 339.71
1982-08-28, 338.32
1982-09-04, 338.88
1982-09-11, 338.61
1982-09-18, 337.84
1982-09-25, 336.92
1982-10-02, 337.32
1982-10-09, 338.09
1982-10-16, 337.60
1982-10-23, 337.94
1982-10-30, 338.70
1982-11-06, 338.49
1982-11-13, 339.20
1982-11-20, 339.72
1982-11-27, 339.88
1982-12-04, 339.86
1982-12-11, 340.43
1982-12-18, 340.71
1982-12-25, 340.82
1983-01-01, 340.94
1983-01-08, 341.44
1983-01-15, 341.57
1983-01-22, 341.25
1983-01-29, 341.72
1983-02-05, 342.00
1983-02-12, 342.77
1983-02-19, 342.50
1983-02-26, 342.84
1983-03-05, 342.38
1983-03-12, 342.58
1983-03-19, 344.06
1983-03-26, 343.81
1983-04-02, 344.02
1983-04-09, 344.89
1983-04-16, 345.07
1983-04-23, 345.32
1983-04-30, 345.46
1983-05-07, 345.43
1983-05-14, 345.77
1983-05-21, 345.85
1983-05-28, 345.76
1983-06-04, 345.68
1983-06-11, 345.60
1983-06-18, 345.04
1983-06-25, 344.97
1983-07-02, 344.74
1983-07-09, 344.59
1983-07-16, 343.73
1983-07-23, 343.66
1983-07-30, 342.60
1983-08-06, 343.05
1983-08-13, 341.70
1983-08-20, 342.14
1983-08-27, 341.80
1983-09-03, 339.94
1983-09-10, 339.99
1983-09-17, 339.86
1983-09-24, 339.98
1983-10-01, 339.87
1983-10-08, 339.76
1983-10-15, 340.12
1983-10-22, 340.25
1983-10-29, 340.37
1983-11-05, 340.80
1983-11-12, 341.00
1983-11-19, 341.18
1983-11-26, 341.70
1983-12-03, 341.87
1983-12-10, 342.85
1983-12-17, 343.39
1983-12-24, 343.61
1983-12-31, 343.47
1984-01-07, 343.78
1984-01-14, 343.47
1984-01-21, 343.50
1984-01-28, 344.16
1984-02-04, 344.35
1984-02-11, 344.57
1984-02-18, 344.33
1984-02-25, 344.69
1984-03-03, 344.88
1984-03-10, 344.95
1984-03-17, 345.45
1984-03-24, 345.69
1984-04-28, 347.47
1984-05-05, 347.49
1984-05-12, 347.78
1984-05-19, 347.36
1984-05-26, 347.03
1984-06-02, 347.09
1984-06-09, 347.02
1984-06-16, 346.89
1984-06-23, 346.37
1984-06-30, 346.24
1984-07-07, 345.82
1984-07-14, 345.48
1984-07-21, 345.25
1984-07-28, 344.48
1984-08-04, 344.05
1984-08-11, 344.12
1984-08-18, 343.19
1984-08-25, 342.05
1984-09-01, 341.65
1984-09-08, 340.65
1984-09-15, 341.37
1984-09-22, 341.31
1984-09-29, 340.85
1984-10-06, 341.19
1984-10-13, 341.30
1984-10-20, 341.91
1984-10-27, 341.67
1984-11-03, 342.01
1984-11-10, 342.65
1984-11-17, 343.14
1984-11-24, 343.75
1984-12-01, 343.60
1984-12-08, 343.95
1984-12-15, 344.23
1984-12-22, 344.58
1984-12-29, 344.57
1985-01-05, 344.77
1985-01-12, 345.01
1985-01-19, 345.01
1985-01-26, 345.08
1985-02-02, 345.95
1985-02-09, 345.54
1985-02-16, 345.82
1985-02-23, 346.37
1985-03-02, 346.77
1985-03-09, 347.11
1985-03-16, 347.58
1985-03-23, 347.70
1985-03-30, 348.27
1985-04-06, 348.04
1985-04-13, 348.08
1985-04-20, 348.52
1985-04-27, 348.84
1985-05-04, 348.89
1985-05-11, 349.31
1985-05-18, 349.18
1985-05-25, 348.18
1985-06-01, 349.05
1985-06-08, 348.49
1985-06-15, 348.24
1985-06-22, 347.90
1985-06-29, 347.47
1985-07-06, 346.90
1985-07-13, 346.80
1985-07-20, 346.43
1985-07-27, 345.79
1985-08-10, 344.70
1985-08-17, 344.50
1985-08-24, 344.38
1985-08-31, 343.76
1985-09-07, 344.29
1985-09-14, 343.37
1985-09-21, 342.46
1985-09-28, 342.13
1985-10-05, 342.40
1985-10-12, 342.50
1985-10-19, 343.14
1985-10-26, 343.22
1985-11-02, 343.38
1985-11-09, 343.77
1985-11-16, 344.25
1985-11-23, 344.64
1985-11-30, 345.30
1985-12-07, 345.37
1985-12-14, 345.67
1985-12-21, 345.17
1985-12-28, 346.30
1986-01-04, 346.44
1986-01-11, 346.09
1986-01-18, 346.25
1986-01-25, 346.46
1986-02-01, 346.22
1986-02-08, 346.84
1986-02-15, 347.18
1986-02-22, 347.20
1986-03-01, 347.07
1986-03-08, 346.65
1986-03-15, 347.22
1986-03-22, 349.15
1986-03-29, 348.87
1986-04-05, 349.21
1986-04-12, 349.45
1986-04-19, 349.34
1986-04-26, 350.20
1986-05-03, 349.99
1986-05-10, 350.14
1986-05-17, 350.23
1986-05-24, 350.13
1986-05-31, 350.18
1986-06-07, 349.73
1986-06-14, 349.54
1986-06-21, 349.48
1986-06-28, 348.92
1986-07-05, 348.69
1986-07-12, 347.77
1986-07-19, 347.61
1986-07-26, 347.41
1986-08-02, 346.65
1986-08-09, 346.23
1986-08-16, 345.59
1986-08-23, 345.62
1986-08-30, 345.27
1986-09-06, 345.05
1986-09-13, 345.32
1986-09-20, 344.43
1986-09-27, 344.51
1986-10-04, 343.99
1986-10-11, 344.11
1986-10-18, 343.99
1986-10-25, 344.57
1986-11-01, 345.17
1986-11-08, 345.35
1986-11-15, 345.63
1986-11-22, 345.72
1986-11-29, 346.41
1986-12-06, 346.92
1986-12-13, 346.77
1986-12-20, 346.97
1986-12-27, 347.08
1987-01-03, 347.62
1987-01-10, 348.37
1987-01-17, 348.27
1987-01-24, 347.96
1987-01-31, 348.03
1987-02-07, 347.91
1987-02-14, 348.25
1987-02-21, 348.54
1987-02-28, 349.47
1987-03-07, 348.85
1987-03-14, 349.27
1987-03-21, 349.79
1987-03-28, 350.20
1987-04-04, 350.82
1987-04-11, 350.27
1987-04-18, 351.19
1987-04-25, 351.39
1987-05-02, 351.43
1987-05-09, 352.00
1987-05-16, 351.73
1987-05-23, 351.91
1987-05-30, 351.78
1987-06-06, 351.65
1987-06-13, 351.17
1987-06-20, 351.00
1987-06-27, 350.94
1987-07-04, 349.76
1987-07-11, 349.84
1987-07-18, 348.87
1987-07-25, 349.51
1987-08-01, 349.04
1987-08-08, 348.15
1987-08-15, 348.62
1987-08-22, 348.01
1987-08-29, 346.71
1987-09-05, 347.05
1987-09-12, 346.65
1987-09-19, 346.29
1987-09-26, 345.85
1987-10-03, 345.77
1987-10-10, 346.34
1987-10-17, 346.59
1987-10-24, 346.80
1987-10-31, 346.91
1987-11-07, 347.34
1987-11-14, 347.65
1987-11-21, 348.16
1987-11-28, 348.75
1987-12-05, 348.66
1987-12-12, 348.82
1987-12-19, 349.12
1987-12-26, 349.29
1988-01-02, 349.78
1988-01-09, 350.28
1988-01-16, 350.21
1988-01-23, 350.79
1988-01-30, 351.22
1988-02-06, 351.81
1988-02-13, 351.31
1988-02-20, 351.53
1988-02-27, 352.55
1988-03-05, 352.88
1988-03-12, 351.88
1988-03-19, 351.78
1988-03-26, 352.23
1988-04-02, 353.13
1988-04-09, 353.57
1988-04-16, 353.15
1988-04-23, 354.00
1988-04-30, 354.23
1988-05-07, 353.76
1988-05-14, 354.30
1988-05-21, 354.52
1988-05-28, 354.20
1988-06-04, 354.18
1988-06-11, 354.20
1988-06-18, 353.61
1988-06-25, 353.19
1988-07-02, 353.08
1988-07-09, 352.56
1988-07-16, 352.65
1988-07-23, 351.96
1988-07-30, 351.13
1988-08-06, 350.95
1988-08-13, 350.30
1988-08-20, 350.49
1988-08-27, 349.61
1988-09-03, 349.38
1988-09-10, 348.73
1988-09-17, 348.95
1988-09-24, 348.19
1988-10-01, 348.82
1988-10-08, 348.88
1988-10-15, 348.68
1988-10-22, 349.42
1988-10-29, 349.29
1988-11-05, 349.78
1988-11-12, 349.89
1988-11-19, 350.18
1988-11-26, 350.48
1988-12-03, 350.50
1988-12-10, 351.02
1988-12-17, 351.60
1988-12-24, 351.36
1988-12-31, 352.40
1989-01-07, 352.77
1989-01-14, 352.97
1989-01-21, 352.51
1989-01-28, 353.06
1989-02-04, 352.83
1989-02-11, 352.64
1989-02-18, 353.22
1989-02-25, 353.48
1989-03-04, 353.17
1989-03-11, 353.46
1989-03-18, 353.55
1989-03-25, 354.48
1989-04-01, 354.56
1989-04-08, 355.05
1989-04-15, 355.41
1989-04-22, 356.01
1989-04-29, 355.90
1989-05-06, 355.36
1989-05-13, 355.82
1989-05-20, 355.64
1989-05-27, 355.76
1989-06-03, 355.80
1989-06-10, 355.09
1989-06-17, 354.87
1989-06-24, 354.90
1989-07-01, 354.50
1989-07-08, 354.76
1989-07-15, 353.85
1989-07-22, 353.19
1989-07-29, 353.21
1989-08-05, 352.62
1989-08-12, 352.24
1989-08-19, 351.16
1989-08-26, 350.43
1989-09-02, 350.79
1989-09-09, 350.28
1989-09-16, 349.41
1989-09-23, 349.31
1989-09-30, 349.71
1989-10-07, 349.97
1989-10-14, 349.74
1989-10-21, 350.24
1989-10-28, 350.47
1989-11-04, 350.66
1989-11-11, 351.29
1989-11-18, 351.60
1989-11-25, 351.46
1989-12-02, 352.09
1989-12-09, 352.16
1989-12-16, 352.48
1989-12-23, 352.59
1989-12-30, 353.44
1990-01-06, 353.47
1990-01-13, 353.55
1990-01-20, 353.80
1990-01-27, 353.96
1990-02-03, 354.13
1990-02-10, 355.02
1990-02-17, 354.87
1990-02-24, 354.78
1990-03-03, 355.72
1990-03-10, 354.99
1990-03-17, 355.84
1990-03-24, 355.17
1990-03-31, 355.95
1990-04-07, 356.17
1990-04-14, 355.90
1990-04-21, 356.68
1990-04-28, 356.18
1990-05-05, 357.30
1990-05-12, 357.09
1990-05-19, 356.99
1990-05-26, 357.13
1990-06-02, 357.01
1990-06-09, 356.63
1990-06-16, 355.68
1990-06-23, 355.53
1990-06-30, 355.79
1990-07-07, 355.51
1990-07-14, 354.00
1990-07-21, 354.59
1990-07-28, 354.72
1990-08-04, 353.56
1990-08-11, 353.23
1990-08-18, 352.92
1990-08-25, 352.01
1990-09-01, 350.99
1990-09-08, 350.75
1990-09-15, 351.33
1990-09-22, 350.97
1990-09-29, 350.92
1990-10-06, 351.10
1990-10-13, 351.08
1990-10-20, 351.48
1990-10-27, 351.47
1990-11-03, 352.12
1990-11-10, 352.62
1990-11-17, 353.05
1990-11-24, 353.18
1990-12-01, 353.61
1990-12-08, 354.07
1990-12-15, 353.87
1990-12-22, 354.51
1990-12-29, 354.89
1991-01-05, 354.28
1991-01-12, 354.73
1991-01-19, 354.86
1991-01-26, 355.05
1991-02-02, 355.22
1991-02-09, 355.23
1991-02-16, 356.40
1991-02-23, 355.83
1991-03-02, 356.41
1991-03-09, 357.21
1991-03-16, 357.69
1991-03-23, 356.96
1991-03-30, 357.94
1991-04-06, 358.32
1991-04-13, 357.83
1991-04-20, 359.19
1991-04-27, 359.24
1991-05-04, 359.11
1991-05-11, 358.94
1991-05-18, 360.03
1991-05-25, 359.08
1991-06-01, 358.52
1991-06-08, 358.46
1991-06-15, 358.22
1991-06-22, 358.12
1991-06-29, 357.74
1991-07-06, 357.27
1991-07-13, 356.54
1991-07-20, 355.26
1991-07-27, 355.30
1991-08-03, 354.89
1991-08-10, 354.60
1991-08-17, 353.78
1991-08-24, 353.07
1991-08-31, 353.22
1991-09-07, 353.06
1991-09-14, 352.12
1991-09-21, 351.84
1991-09-28, 351.69
1991-10-05, 351.70
1991-10-12, 352.18
1991-10-19, 352.53
1991-10-26, 352.72
1991-11-02, 353.47
1991-11-09, 353.76
1991-11-16, 353.56
1991-11-23, 353.86
1991-11-30, 354.35
1991-12-07, 354.54
1991-12-14, 354.97
1991-12-21, 355.22
1991-12-28, 355.50
1992-01-04, 355.69
1992-01-11, 356.07
1992-01-18, 356.19
1992-01-25, 355.96
1992-02-01, 356.05
1992-02-08, 356.73
1992-02-15, 357.33
1992-02-22, 356.99
1992-02-29, 356.58
1992-03-07, 357.30
1992-03-14, 357.80
1992-03-21, 358.18
1992-03-28, 358.42
1992-04-04, 358.57
1992-04-11, 358.99
1992-04-18, 359.75
1992-04-25, 359.25
1992-05-02, 359.69
1992-05-09, 359.73
1992-05-16, 358.60
1992-05-23, 359.65
1992-05-30, 360.25
1992-06-06, 360.03
1992-06-13, 359.48
1992-06-20, 358.75
1992-06-27, 358.45
1992-07-04, 358.47
1992-07-11, 357.20
1992-07-18, 356.37
1992-07-25, 356.10
1992-08-01, 354.99
1992-08-08, 355.33
1992-08-15, 355.32
1992-08-22, 354.59
1992-08-29, 354.34
1992-09-05, 353.53
1992-09-12, 353.66
1992-09-19, 352.37
1992-09-26, 352.75
1992-10-03, 353.60
1992-10-10, 353.38
1992-10-17, 353.24
1992-10-24, 353.51
1992-10-31, 353.56
1992-11-07, 353.99
1992-11-14, 353.86
1992-11-21, 354.57
1992-11-28, 354.64
1992-12-05, 354.85
1992-12-12, 355.37
1992-12-19, 355.46
1992-12-26, 355.97
1993-01-02, 356.29
1993-01-09, 356.96
1993-01-16, 356.72
1993-01-23, 356.66
1993-01-30, 357.03
1993-02-06, 356.62
1993-02-13, 357.23
1993-02-20, 357.36
1993-02-27, 357.68
1993-03-06, 358.39
1993-03-13, 358.52
1993-03-20, 358.13
1993-03-27, 358.85
1993-04-03, 359.17
1993-04-10, 358.87
1993-04-17, 359.42
1993-04-24, 360.03
1993-05-01, 359.62
1993-05-08, 359.78
1993-05-15, 360.70
1993-05-22, 360.62
1993-05-29, 360.35
1993-06-05, 359.79
1993-06-12, 359.92
1993-06-19, 359.34
1993-06-26, 359.15
1993-07-03, 357.91
1993-07-10, 358.02
1993-07-17, 358.10
1993-07-24, 356.69
1993-07-31, 356.52
1993-08-07, 355.88
1993-08-14, 355.95
1993-08-21, 354.90
1993-08-28, 354.72
1993-09-04, 354.30
1993-09-11, 353.23
1993-09-18, 353.81
1993-09-25, 353.86
1993-10-02, 353.80
1993-10-09, 353.87
1993-10-16, 354.00
1993-10-23, 354.45
1993-10-30, 354.38
1993-11-06, 354.78
1993-11-13, 355.16
1993-11-20, 355.65
1993-11-27, 356.03
1993-12-04, 356.27
1993-12-11, 356.52
1993-12-18, 356.99
1993-12-25, 357.50
1994-01-01, 358.14
1994-01-08, 358.12
1994-01-15, 358.43
1994-01-22, 358.33
1994-01-29, 358.78
1994-02-05, 358.49
1994-02-12, 358.61
1994-02-19, 359.02
1994-02-26, 359.64
1994-03-05, 358.77
1994-03-12, 359.86
1994-03-19, 360.49
1994-03-26, 360.83
1994-04-02, 360.68
1994-04-09, 361.01
1994-04-16, 361.07
1994-04-23, 361.34
1994-04-30, 362.25
1994-05-07, 361.63
1994-05-14, 361.42
1994-05-21, 361.78
1994-05-28, 361.91
1994-06-04, 361.04
1994-06-11, 361.07
1994-06-18, 360.93
1994-06-25, 360.70
1994-07-02, 360.22
1994-07-09, 359.90
1994-07-16, 359.43
1994-07-23, 359.00
1994-07-30, 358.81
1994-08-06, 358.10
1994-08-13, 357.52
1994-08-20, 357.63
1994-08-27, 356.39
1994-09-03, 356.44
1994-09-10, 356.46
1994-09-17, 355.46
1994-09-24, 355.50
1994-10-01, 355.46
1994-10-08, 355.81
1994-10-15, 356.09
1994-10-22, 356.39
1994-10-29, 356.61
1994-11-05, 356.97
1994-11-12, 357.40
1994-11-19, 357.93
1994-11-26, 358.11
1994-12-03, 358.43
1994-12-10, 359.13
1994-12-17, 359.25
1994-12-24, 359.15
1994-12-31, 359.52
1995-01-07, 359.68
1995-01-14, 360.28
1995-01-21, 360.12
1995-01-28, 360.04
1995-02-04, 360.67
1995-02-11, 361.09
1995-02-18, 360.88
1995-02-25, 361.36
1995-03-04, 362.20
1995-03-11, 361.24
1995-03-18, 360.99
1995-03-25, 362.00
1995-04-01, 363.80
1995-04-08, 363.44
1995-04-15, 363.34
1995-04-22, 362.89
1995-04-29, 363.58
1995-05-06, 363.24
1995-05-13, 364.11
1995-05-20, 364.18
1995-05-27, 363.47
1995-06-03, 363.92
1995-06-10, 363.47
1995-06-17, 362.96
1995-06-24, 362.81
1995-07-01, 362.53
1995-07-08, 362.27
1995-07-15, 361.97
1995-07-22, 361.58
1995-07-29, 360.98
1995-08-05, 360.45
1995-08-12, 359.21
1995-08-19, 358.72
1995-08-26, 359.29
1995-09-02, 357.37
1995-09-09, 358.50
1995-09-16, 358.58
1995-09-23, 358.20
1995-09-30, 357.56
1995-10-07, 357.65
1995-10-14, 357.60
1995-10-21, 358.04
1995-10-28, 358.23
1995-11-04, 359.19
1995-11-11, 359.43
1995-11-18, 359.69
1995-11-25, 359.87
1995-12-02, 360.13
1995-12-09, 360.43
1995-12-16, 360.53
1995-12-23, 360.89
1995-12-30, 361.73
1996-01-06, 361.81
1996-01-13, 362.06
1996-01-20, 362.17
1996-01-27, 362.23
1996-02-03, 362.68
1996-02-10, 363.12
1996-02-17, 363.01
1996-02-24, 364.03
1996-03-02, 363.84
1996-03-09, 363.66
1996-03-16, 364.10
1996-03-23, 364.53
1996-03-30, 364.35
1996-04-06, 364.57
1996-04-13, 364.89
1996-04-20, 364.40
1996-04-27, 365.13
1996-05-04, 364.92
1996-05-11, 365.37
1996-05-18, 365.74
1996-05-25, 365.43
1996-06-01, 364.86
1996-06-08, 365.19
1996-06-15, 365.27
1996-06-22, 365.00
1996-06-29, 364.30
1996-07-06, 364.19
1996-07-13, 363.75
1996-07-20, 363.38
1996-07-27, 362.84
1996-08-03, 361.78
1996-08-10, 362.10
1996-08-17, 361.29
1996-08-24, 360.85
1996-08-31, 360.82
1996-09-07, 359.86
1996-09-14, 359.82
1996-09-21, 359.09
1996-09-28, 359.04
1996-10-05, 359.45
1996-10-12, 359.52
1996-10-19, 359.86
1996-10-26, 359.87
1996-11-02, 359.94
1996-11-09, 360.52
1996-11-16, 360.79
1996-11-23, 361.24
1996-11-30, 361.40
1996-12-07, 361.97
1996-12-14, 362.68
1996-12-21, 362.47
1996-12-28, 362.62
1997-01-04, 362.95
1997-01-11, 363.00
1997-01-18, 363.16
1997-01-25, 363.51
1997-02-01, 363.28
1997-02-08, 364.19
1997-02-15, 364.02
1997-02-22, 364.24
1997-03-01, 364.50
1997-03-08, 364.16
1997-03-15, 364.19
1997-03-22, 364.75
1997-03-29, 365.43
1997-04-05, 365.80
1997-04-12, 366.25
1997-04-19, 366.69
1997-04-26, 366.79
1997-05-03, 366.76
1997-05-10, 366.80
1997-05-17, 367.03
1997-05-24, 366.61
1997-05-31, 366.36
1997-06-07, 365.71
1997-06-14, 365.61
1997-06-21, 365.53
1997-06-28, 365.16
1997-07-05, 365.09
1997-07-12, 364.67
1997-07-19, 364.11
1997-07-26, 363.80
1997-08-02, 363.39
1997-08-09, 363.36
1997-08-16, 362.63
1997-08-23, 361.51
1997-08-30, 361.66
1997-09-06, 360.69
1997-09-13, 360.26
1997-09-20, 360.08
1997-09-27, 359.81
1997-10-04, 360.54
1997-10-11, 360.49
1997-10-18, 361.07
1997-10-25, 361.13
1997-11-01, 361.71
1997-11-08, 362.19
1997-11-15, 362.06
1997-11-22, 362.65
1997-11-29, 363.51
1997-12-06, 363.97
1997-12-13, 363.95
1997-12-20, 364.27
1997-12-27, 365.09
1998-01-03, 365.24
1998-01-10, 365.30
1998-01-17, 365.35
1998-01-24, 365.38
1998-01-31, 365.69
1998-02-07, 366.06
1998-02-14, 365.52
1998-02-21, 366.08
1998-02-28, 367.36
1998-03-07, 367.02
1998-03-14, 366.66
1998-03-21, 367.49
1998-03-28, 368.57
1998-04-04, 368.69
1998-04-11, 368.68
1998-04-18, 368.05
1998-04-25, 368.90
1998-05-02, 369.17
1998-05-09, 368.83
1998-05-16, 368.51
1998-05-23, 369.66
1998-05-30, 369.70
1998-06-06, 369.41
1998-06-13, 368.88
1998-06-20, 368.54
1998-06-27, 368.36
1998-07-04, 368.05
1998-07-11, 367.54
1998-07-18, 367.67
1998-07-25, 367.36
1998-08-01, 366.88
1998-08-08, 366.46
1998-08-15, 365.64
1998-08-22, 365.63
1998-08-29, 364.25
1998-09-05, 364.74
1998-09-12, 363.96
1998-09-19, 363.50
1998-09-26, 363.60
1998-10-03, 364.01
1998-10-10, 364.17
1998-10-17, 364.46
1998-10-24, 364.49
1998-10-31, 364.70
1998-11-07, 365.05
1998-11-14, 365.48
1998-11-21, 365.80
1998-11-28, 366.00
1998-12-05, 366.46
1998-12-12, 366.74
1998-12-19, 367.30
1998-12-26, 367.38
1999-01-02, 367.58
1999-01-09, 367.87
1999-01-16, 367.80
1999-01-23, 368.33
1999-01-30, 369.25
1999-02-06, 369.19
1999-02-13, 368.90
1999-02-20, 369.05
1999-02-27, 368.52
1999-03-06, 368.13
1999-03-13, 369.58
1999-03-20, 370.27
1999-03-27, 370.65
1999-04-03, 371.11
1999-04-10, 371.59
1999-04-17, 371.07
1999-04-24, 370.32
1999-05-01, 370.82
1999-05-08, 371.33
1999-05-15, 371.09
1999-05-22, 370.89
1999-05-29, 370.41
1999-06-05, 370.98
1999-06-12, 370.33
1999-06-19, 369.97
1999-06-26, 369.97
1999-07-03, 369.49
1999-07-10, 370.15
1999-07-17, 369.54
1999-07-24, 368.66
1999-07-31, 367.48
1999-08-07, 367.65
1999-08-14, 366.77
1999-08-21, 366.44
1999-08-28, 366.16
1999-09-04, 364.22
1999-09-11, 364.75
1999-09-18, 365.25
1999-09-25, 364.74
1999-10-02, 364.62
1999-10-09, 365.11
1999-10-16, 364.94
1999-10-23, 365.70
1999-10-30, 365.81
1999-11-06, 366.24
1999-11-13, 366.75
1999-11-20, 366.74
1999-11-27, 367.20
1999-12-04, 367.47
1999-12-11, 368.10
1999-12-18, 368.05
1999-12-25, 368.27
2000-01-01, 368.74
2000-01-08, 368.63
2000-01-15, 369.12
2000-01-22, 369.93
2000-01-29, 369.35
2000-02-05, 369.18
2000-02-12, 369.66
2000-02-19, 369.45
2000-02-26, 369.61
2000-03-04, 370.11
2000-03-11, 370.09
2000-03-18, 370.98
2000-03-25, 370.86
2000-04-01, 371.04
2000-04-08, 371.81
2000-04-15, 371.91
2000-04-22, 372.10
2000-04-29, 371.37
2000-05-06, 371.36
2000-05-13, 371.83
2000-05-20, 372.01
2000-05-27, 371.91
2000-06-03, 371.98
2000-06-10, 371.71
2000-06-17, 371.82
2000-06-24, 371.41
2000-07-01, 370.96
2000-07-08, 370.17
2000-07-15, 370.29
2000-07-22, 369.85
2000-07-29, 369.10
2000-08-05, 368.86
2000-08-12, 368.46
2000-08-19, 367.78
2000-08-26, 367.25
2000-09-02, 367.28
2000-09-09, 366.84
2000-09-16, 366.35
2000-09-23, 366.34
2000-09-30, 366.54
2000-10-07, 366.42
2000-10-14, 366.75
2000-10-21, 366.79
2000-10-28, 367.46
2000-11-04, 367.78
2000-11-11, 368.10
2000-11-18, 368.76
2000-11-25, 368.42
2000-12-02, 369.10
2000-12-09, 369.74
2000-12-16, 369.41
2000-12-23, 369.64
2000-12-30, 369.91
2001-01-06, 369.95
2001-01-13, 370.35
2001-01-20, 370.10
2001-01-27, 370.91
2001-02-03, 371.45
2001-02-10, 371.29
2001-02-17, 371.82
2001-02-24, 371.33
2001-03-03, 372.34
2001-03-10, 372.32
2001-03-17, 372.23
2001-03-24, 371.97
2001-03-31, 372.18
2001-04-07, 372.82
2001-04-14, 372.84
2001-04-21, 373.17
2001-04-28, 372.91
2001-05-05, 373.83
2001-05-12, 374.08
2001-05-19, 373.85
2001-05-26, 374.05
2001-06-02, 374.00
2001-06-09, 373.27
2001-06-16, 372.98
2001-06-23, 373.04
2001-06-30, 372.90
2001-07-07, 372.29
2001-07-14, 371.51
2001-07-21, 371.36
2001-07-28, 370.76
2001-08-04, 370.07
2001-08-11, 369.70
2001-08-18, 369.43
2001-08-25, 369.15
2001-09-01, 368.61
2001-09-08, 368.34
2001-09-15, 368.18
2001-09-22, 367.61
2001-09-29, 367.56
2001-10-06, 367.93
2001-10-13, 367.73
2001-10-20, 368.23
2001-10-27, 368.92
2001-11-03, 368.87
2001-11-10, 369.03
2001-11-17, 369.84
2001-11-24, 370.44
2001-12-01, 370.51
2001-12-08, 371.03
2001-12-15, 371.34
2001-12-22, 371.51
2001-12-29, 371.67
2002-01-05, 371.94
2002-01-12, 372.26
2002-01-19, 373.04
2002-01-26, 372.46
2002-02-02, 372.85
2002-02-09, 372.93
2002-02-16, 372.84
2002-02-23, 373.40
2002-03-02, 373.29
2002-03-09, 373.47
2002-03-16, 373.37
2002-03-23, 373.51
2002-03-30, 374.29
2002-04-06, 374.50
2002-04-13, 374.55
2002-04-20, 375.06
2002-04-27, 375.47
2002-05-04, 375.78
2002-05-11, 374.95
2002-05-18, 375.24
2002-05-25, 375.92
2002-06-01, 375.78
2002-06-08, 375.66
2002-06-15, 375.12
2002-06-22, 375.50
2002-06-29, 374.47
2002-07-06, 374.62
2002-07-13, 374.13
2002-07-20, 373.68
2002-07-27, 373.16
2002-08-03, 372.93
2002-08-10, 371.73
2002-08-17, 371.03
2002-08-24, 370.87
2002-08-31, 370.12
2002-09-07, 371.39
2002-09-14, 371.16
2002-09-21, 370.45
2002-09-28, 369.97
2002-10-05, 369.68
2002-10-12, 370.04
2002-10-19, 371.06
2002-10-26, 370.44
2002-11-02, 371.67
2002-11-09, 371.55
2002-11-16, 372.08
2002-11-23, 372.69
2002-11-30, 372.65
2002-12-07, 373.32
2002-12-14, 373.44
2002-12-21, 374.16
2002-12-28, 374.60
2003-01-04, 374.49
2003-01-11, 374.46
2003-01-18, 374.82
2003-01-25, 374.89
2003-02-01, 375.23
2003-02-08, 374.81
2003-02-15, 375.70
2003-02-22, 376.36
2003-03-01, 375.82
2003-03-08, 375.89
2003-03-15, 375.76
2003-03-22, 376.44
2003-03-29, 376.82
2003-04-05, 376.81
2003-04-12, 377.30
2003-04-19, 378.11
2003-04-26, 378.46
2003-05-03, 378.11
2003-05-10, 377.49
2003-05-17, 378.79
2003-05-24, 378.71
2003-05-31, 378.29
2003-06-07, 378.39
2003-06-21, 377.34
2003-06-28, 377.85
2003-07-05, 376.43
2003-07-12, 377.05
2003-07-19, 376.70
2003-07-26, 375.98
2003-08-02, 375.48
2003-08-09, 374.67
2003-08-16, 374.06
2003-08-23, 374.47
2003-08-30, 373.48
2003-09-06, 373.09
2003-09-13, 372.76
2003-09-20, 373.08
2003-09-27, 373.03
2003-10-04, 372.87
2003-10-25, 373.33
2003-11-01, 373.50
2003-11-08, 373.76
2003-11-15, 374.45
2003-11-22, 375.21
2003-11-29, 374.72
2003-12-06, 374.47
2003-12-13, 376.15
2003-12-20, 376.05
2003-12-27, 376.43
2004-01-03, 376.17
2004-01-10, 376.17
2004-01-17, 377.01
2004-01-24, 377.29
2004-01-31, 377.49
2004-02-07, 377.47
2004-02-14, 377.00
2004-02-21, 377.35
2004-02-28, 377.67
2004-03-06, 378.05
2004-03-13, 379.40
2004-03-20, 378.47
2004-03-27, 378.50
2004-04-03, 380.09
2004-04-10, 380.41
2004-04-17, 380.56
2004-04-24, 380.71
2004-05-01, 380.28
2004-05-08, 381.04
2004-05-15, 380.51
2004-05-22, 380.33
2004-05-29, 380.66
2004-06-05, 379.62
2004-06-12, 380.00
2004-06-19, 379.30
2004-06-26, 379.07
2004-07-03, 378.44
2004-07-10, 378.04
2004-07-17, 377.33
2004-07-24, 376.99
2004-07-31, 377.35
2004-08-07, 376.56
2004-08-14, 375.84
2004-08-21, 375.70
2004-08-28, 374.62
2004-09-04, 373.82
2004-09-11, 374.57
2004-09-18, 374.14
2004-09-25, 373.80
2004-10-02, 374.01
2004-10-09, 373.95
2004-10-16, 374.05
2004-10-23, 374.58
2004-10-30, 375.02
2004-11-06, 375.06
2004-11-13, 376.13
2004-11-20, 376.46
2004-11-27, 376.13
2004-12-04, 377.09
2004-12-11, 377.37
2004-12-18, 377.50
2004-12-25, 377.68
2005-01-01, 378.06
2005-01-08, 378.21
2005-01-15, 378.36
2005-01-22, 378.34
2005-01-29, 378.66
2005-02-05, 379.02
2005-02-12, 379.31
2005-02-19, 380.25
2005-03-26, 380.57
2005-04-02, 382.07
2005-04-09, 382.25
2005-04-16, 381.35
2005-04-23, 382.08
2005-04-30, 382.38
2005-05-07, 381.51
2005-05-14, 382.53
2005-05-21, 382.14
2005-05-28, 382.58
2005-06-04, 382.36
2005-06-11, 382.31
2005-06-18, 382.12
2005-06-25, 381.48
2005-07-02, 381.15
2005-07-09, 380.90
2005-07-16, 380.63
2005-07-23, 380.36
2005-07-30, 379.86
2005-08-06, 379.21
2005-08-13, 378.97
2005-08-20, 378.40
2005-08-27, 377.69
2005-09-03, 377.82
2005-09-10, 376.33
2005-09-17, 376.14
2005-09-24, 375.95
2005-10-01, 376.33
2005-10-08, 376.44
2005-10-15, 377.12
2005-10-22, 377.31
2005-10-29, 377.24
2005-11-05, 377.76
2005-11-12, 378.07
2005-11-19, 378.75
2005-11-26, 378.77
2005-12-03, 379.41
2005-12-10, 380.09
2005-12-17, 380.09
2005-12-24, 380.14
2005-12-31, 380.43
2006-01-07, 381.28
2006-01-14, 381.41
2006-01-21, 381.57
2006-01-28, 381.47
2006-02-04, 382.04
2006-02-25, 381.86
2006-03-04, 382.39
2006-03-11, 382.55
2006-03-18, 382.74
2006-03-25, 382.55
2006-04-01, 382.97
2006-04-08, 384.65
2006-04-15, 384.67
2006-04-22, 384.71
2006-04-29, 384.62
2006-05-06, 384.91
2006-05-13, 384.87
2006-05-20, 385.34
2006-05-27, 384.30
2006-06-03, 384.29
2006-06-10, 384.31
2006-06-17, 384.07
2006-06-24, 383.55
2006-07-01, 383.00
2006-07-08, 382.78
2006-07-15, 381.28
2006-07-22, 381.81
2006-07-29, 381.55
2006-08-05, 381.22
2006-08-12, 380.63
2006-08-19, 380.20
2006-08-26, 379.77
2006-09-02, 379.52
2006-09-09, 378.66
2006-09-16, 378.80
2006-09-23, 378.49
2006-09-30, 379.00
2006-10-07, 378.78
2006-10-14, 379.14
2006-10-21, 379.22
2006-10-28, 379.57
2006-11-04, 379.67
2006-11-11, 379.81
2006-11-18, 379.98
2006-11-25, 381.42
2006-12-02, 381.31
2006-12-09, 381.60
2006-12-16, 381.81
2006-12-23, 381.96
2006-12-30, 381.76
2007-01-06, 382.64
2007-01-13, 382.36
2007-01-20, 381.84
2007-02-03, 383.09
2007-02-10, 383.60
2007-02-17, 384.22
2007-02-24, 383.76
2007-03-03, 383.71
2007-03-10, 383.64
2007-03-17, 384.28
2007-03-24, 384.96
2007-03-31, 385.93
2007-04-07, 385.46
2007-04-14, 386.30
2007-04-21, 387.00
2007-04-28, 386.42
2007-05-05, 385.85
2007-05-12, 386.54
2007-05-19, 386.03
2007-05-26, 386.93
2007-06-02, 386.60
2007-06-09, 386.23
2007-06-16, 386.29
2007-06-23, 384.95
2007-06-30, 384.85
2007-07-07, 384.92
2007-07-14, 384.75
2007-07-21, 383.97
2007-07-28, 383.41
2007-08-04, 382.51
2007-08-11, 381.72
2007-08-18, 381.60
2007-08-25, 381.67
2007-09-01, 381.69
2007-09-08, 380.74
2007-09-15, 380.75
2007-09-22, 380.94
2007-09-29, 380.80
2007-10-06, 380.68
2007-10-13, 380.68
2007-10-20, 381.10
2007-10-27, 381.36
2007-11-03, 381.76
2007-11-10, 381.92
2007-11-17, 382.43
2007-11-24, 382.91
2007-12-01, 382.90
2007-12-08, 383.31
2007-12-15, 383.79
2007-12-22, 383.90
2007-12-29, 384.04
2008-01-05, 384.36
2008-01-12, 384.41
2008-01-19, 385.47
2008-01-26, 386.06
2008-02-02, 386.19
2008-02-09, 385.72
2008-02-16, 385.58
2008-02-23, 385.24
2008-03-01, 384.88
2008-03-08, 385.88
2008-03-15, 385.64
2008-03-22, 386.17
2008-03-29, 386.70
2008-04-05, 388.00
2008-04-12, 385.90
2008-04-19, 386.38
2008-04-26, 387.19
2008-05-03, 386.94
2008-05-10, 388.90
2008-05-17, 388.84
2008-05-24, 388.53
2008-05-31, 388.48
2008-06-07, 388.16
2008-06-14, 387.79
2008-06-21, 387.54
2008-06-28, 388.11
2008-07-05, 387.08
2008-07-12, 386.11
2008-07-19, 385.73
2008-07-26, 385.96
2008-08-02, 384.91
2008-08-09, 384.68
2008-08-16, 383.89
2008-08-23, 383.55
2008-08-30, 383.16
2008-09-06, 383.18
2008-09-13, 383.37
2008-09-20, 382.98
2008-09-27, 382.92
2008-10-04, 382.66
2008-10-11, 382.72
2008-10-18, 382.96
2008-10-25, 382.94
2008-11-01, 383.61
2008-11-08, 383.60
2008-11-15, 384.03
2008-11-22, 384.32
2008-11-29, 384.46
2008-12-06, 384.77
2008-12-13, 384.89
2008-12-20, 385.15
2008-12-27, 385.80
2009-01-03, 386.01
2009-01-10, 386.53
2009-01-17, 386.64
2009-01-24, 387.05
2009-01-31, 387.26
2009-02-07, 386.51
2009-02-14, 387.44
2009-02-21, 387.40
2009-02-28, 387.48
2009-03-07, 388.54
2009-03-14, 388.64
2009-03-21, 388.44
2009-03-28, 389.17
2009-04-04, 389.39
2009-04-11, 389.74
2009-04-18, 388.67
2009-04-25, 390.37
2009-05-02, 390.16
2009-05-09, 389.87
2009-05-16, 390.30
2009-05-23, 390.76
2009-05-30, 389.35
2009-06-06, 390.46
2009-06-13, 390.01
2009-06-20, 388.88
2009-06-27, 388.72
2009-07-04, 388.30
2009-07-11, 388.68
2009-07-18, 388.03
2009-07-25, 387.48
2009-08-01, 387.16
2009-08-08, 386.67
2009-08-15, 385.27
2009-08-22, 386.05
2009-08-29, 385.65
2009-09-05, 385.30
2009-09-12, 384.48
2009-09-19, 384.61
2009-09-26, 384.51
2009-10-03, 383.43
2009-10-10, 384.28
2009-10-17, 384.55
2009-10-24, 384.79
2009-10-31, 385.18
2009-11-07, 385.60
2009-11-14, 386.09
2009-11-21, 386.31
2009-11-28, 386.73
2009-12-05, 386.91
2009-12-12, 386.81
2009-12-19, 388.04
2009-12-26, 388.19
2010-01-02, 388.41
2010-01-09, 388.17
2010-01-16, 388.69
2010-01-23, 388.59
2010-01-30, 389.04
2010-02-06, 390.91
2010-02-13, 389.78
2010-02-20, 390.84
2010-02-27, 389.38
2010-03-06, 391.07
2010-03-13, 391.37
2010-03-20, 391.55
2010-03-27, 390.08
2010-04-03, 391.15
2010-04-10, 391.60
2010-04-17, 393.27
2010-04-24, 393.27
2010-05-01, 392.99
2010-05-08, 392.97
2010-05-15, 393.13
2010-05-22, 393.55
2010-05-29, 393.02
2010-06-05, 393.08
2010-06-12, 392.35
2010-06-19, 391.73
2010-06-26, 391.46
2010-07-03, 391.01
2010-07-10, 390.20
2010-07-17, 389.91
2010-07-24, 390.12
2010-07-31, 389.49
2010-08-07, 389.06
2010-08-14, 388.76
2010-08-21, 388.12
2010-08-28, 387.42
2010-09-04, 386.91
2010-09-11, 386.85
2010-09-18, 386.97
2010-09-25, 386.87
2010-10-02, 386.75
2010-10-09, 386.98
2010-10-16, 387.03
2010-10-23, 387.80
2010-10-30, 387.78
2010-11-06, 387.95
2010-11-13, 388.27
2010-11-20, 389.11
2010-11-27, 389.59
2010-12-04, 389.88
2010-12-11, 389.75
2010-12-18, 389.58
2010-12-25, 389.96
2011-01-01, 390.50
2011-01-08, 391.61
2011-01-15, 391.06
2011-01-22, 391.25
2011-01-29, 392.00
2011-02-05, 391.89
2011-02-12, 391.52
2011-02-19, 391.82
2011-02-26, 392.50
2011-03-05, 391.59
2011-03-12, 391.94
2011-03-19, 392.43
2011-03-26, 394.11
2011-04-02, 393.40
2011-04-09, 392.71
2011-04-16, 393.73
2011-04-23, 393.22
2011-04-30, 393.59
2011-05-07, 393.36
2011-05-14, 393.84
2011-05-21, 395.12
2011-05-28, 394.49
2011-06-04, 394.08
2011-06-11, 393.42
2011-06-18, 393.92
2011-06-25, 393.37
2011-07-02, 393.31
2011-07-09, 393.61
2011-07-16, 392.64
2011-07-23, 391.13
2011-07-30, 391.77
2011-08-06, 390.76
2011-08-13, 390.53
2011-08-20, 389.82
2011-08-27, 389.41
2011-09-03, 389.23
2011-09-10, 389.17
2011-09-17, 389.15
2011-09-24, 388.86
2011-10-01, 388.91
2011-10-08, 388.74
2011-10-15, 388.91
2011-10-22, 389.09
2011-10-29, 389.45
2011-11-05, 389.64
2011-11-12, 390.24
2011-11-19, 390.44
2011-11-26, 390.77
2011-12-03, 391.08
2011-12-10, 391.70
2011-12-17, 392.24
2011-12-24, 392.09
2011-12-31, 392.26
2012-01-07, 392.92
2012-01-14, 393.61
2012-01-21, 393.04
2012-01-28, 393.03
2012-02-04, 392.43
2012-02-11, 393.45
2012-02-18, 393.97
2012-02-25, 393.62
2012-03-03, 394.17
2012-03-10, 393.38
2012-03-17, 394.79
2012-03-24, 395.15
2012-03-31, 394.91
2012-04-07, 396.45
2012-04-14, 396.38
2012-04-21, 396.56
2012-04-28, 396.70
2012-05-05, 397.08
2012-05-12, 397.28
2012-05-19, 396.56
2012-05-26, 396.28
2012-06-02, 396.03
2012-06-09, 396.02
2012-06-16, 395.86
2012-06-23, 395.73
2012-06-30, 395.41
2012-07-07, 394.86
2012-07-14, 394.59
2012-07-21, 394.35
2012-07-28, 393.60
2012-08-04, 393.39
2012-08-11, 392.93
2012-08-18, 392.31
2012-08-25, 391.70
2012-09-01, 391.98
2012-09-08, 391.00
2012-09-15, 391.03
2012-09-22, 391.02
2012-09-29, 390.99
2012-10-20, 391.29
2012-10-27, 391.46
2012-11-03, 391.76
2012-11-10, 392.77
2012-11-17, 393.42
2012-11-24, 393.36
2012-12-01, 393.61
2012-12-08, 394.05
2012-12-15, 394.46
2012-12-22, 394.83
2012-12-29, 394.62
2013-01-05, 394.99
2013-01-12, 395.57
2013-01-19, 396.21
2013-01-26, 395.64
2013-02-02, 396.39
2013-02-09, 396.46
2013-02-16, 397.31
2013-02-23, 396.88
2013-03-02, 397.13
2013-03-09, 396.64
2013-03-16, 397.25
2013-03-23, 397.21
2013-03-30, 398.39
2013-04-06, 398.05
2013-04-13, 397.43
2013-04-20, 398.76
2013-04-27, 399.33
2013-05-04, 399.64
2013-05-11, 399.78
2013-05-18, 400.04
2013-05-25, 400.22
2013-06-01, 399.43
2013-06-08, 398.91
2013-06-15, 398.58
2013-06-22, 398.50
2013-06-29, 398.65
2013-07-06, 397.56
2013-07-13, 397.48
2013-07-20, 396.83
2013-07-27, 396.98
2013-08-03, 396.61
2013-08-10, 395.55
2013-08-17, 395.24
2013-08-24, 394.73
2013-08-31, 394.33
2013-09-07, 393.52
2013-09-14, 393.25
2013-09-21, 393.53
2013-09-28, 393.22
2013-10-05, 393.47
2013-10-12, 393.52
2013-10-19, 393.93
2013-10-26, 394.13
2013-11-02, 394.39
2013-11-09, 395.25
2013-11-16, 394.85
2013-11-23, 395.66
2013-11-30, 396.06
2013-12-07, 396.27
2013-12-14, 396.52
2013-12-21, 397.30
2013-12-28, 397.59
2014-01-04, 397.90
2014-01-11, 397.82
2014-01-18, 398.13
2014-01-25, 397.75
2014-02-01, 398.02
2014-02-08, 397.98
2014-02-15, 397.79
2014-02-22, 398.24
2014-03-01, 397.92
2014-03-08, 398.88
2014-03-15, 400.68
2014-03-22, 399.62
2014-03-29, 400.34
2014-04-05, 401.32
2014-04-12, 401.22
2014-04-19, 401.29
2014-04-26, 401.42
2014-05-03, 401.74
2014-05-10, 401.51
2014-05-17, 402.18
2014-05-24, 401.44
2014-05-31, 402.12
2014-06-07, 401.55
2014-06-14, 401.31
2014-06-21, 401.21
2014-06-28, 400.57
2014-07-05, 400.06
2014-07-12, 399.58
2014-07-19, 398.54
2014-07-26, 397.86
2014-08-02, 397.86
2014-08-09, 397.45
2014-08-16, 397.23
2014-08-23, 396.75
2014-08-30, 396.37
2014-09-06, 396.35
2014-09-13, 394.80
2014-09-20, 395.32
2014-09-27, 395.55
2014-10-04, 395.57
2014-10-11, 395.49
2014-10-18, 395.72
2014-10-25, 395.91
2014-11-01, 396.52
2014-11-08, 396.90
2014-11-15, 397.34
2014-11-22, 397.24
2014-11-29, 398.10
2014-12-06, 398.26
2014-12-13, 398.92
2014-12-20, 399.09
2014-12-27, 399.01
2015-01-03, 399.92
2015-01-10, 399.86
2015-01-17, 399.72
2015-01-24, 399.98
2015-01-31, 400.20
2015-02-07, 400.02
2015-02-14, 400.15
2015-02-21, 400.36
2015-02-28, 401.03
2015-03-07, 401.63
2015-03-14, 401.80
2015-03-21, 400.79
2015-03-28, 402.50
2015-04-04, 402.74
2015-04-11, 403.88
2015-04-18, 403.80
2015-04-25, 403.22
2015-05-02, 404.07
2015-05-09, 404.09
2015-05-16, 404.31
2015-05-23, 403.85
2015-05-30, 403.81
2015-06-06, 403.45
2015-06-13, 402.72
2015-06-20, 402.63
2015-06-27, 402.36
2015-07-04, 402.25
2015-07-11, 401.71
2015-07-18, 401.02
2015-07-25, 401.30
2015-08-01, 398.74
2015-08-08, 399.21
2015-08-15, 399.12
2015-08-22, 399.03
2015-08-29, 398.80
2015-09-05, 398.16
2015-09-12, 397.10
2015-09-19, 397.57
2015-09-26, 397.42
2015-10-03, 397.74
2015-10-10, 398.51
2015-10-17, 398.61
2015-10-24, 398.43
2015-10-31, 398.87
2015-11-07, 399.53
2015-11-14, 400.75
2015-11-21, 400.42
2015-11-28, 400.83
2015-12-05, 400.91
2015-12-12, 402.40
2015-12-19, 402.32
2015-12-26, 402.01
2016-01-02, 402.25
2016-01-09, 402.23
2016-01-16, 402.68
2016-01-23, 403.26
2016-01-30, 402.79
2016-02-06, 404.98
2016-02-13, 403.22
2016-02-20, 404.59
2016-02-27, 403.98
2016-03-05, 403.99
2016-03-12, 404.51
2016-03-19, 405.01
2016-03-26, 406.16
2016-04-02, 405.70
2016-04-09, 408.56
2016-04-16, 408.16
2016-04-23, 407.70
2016-04-30, 407.84
2016-05-07, 407.51
2016-05-14, 407.54
2016-05-21, 407.41
2016-05-28, 407.92
2016-06-04, 407.52
2016-06-11, 406.99
2016-06-18, 407.02
2016-06-25, 406.40
2016-07-02, 405.96
2016-07-09, 404.93
2016-07-16, 403.64
2016-07-23, 403.71
2016-07-30, 403.76
2016-08-06, 403.22
2016-08-13, 402.11
2016-08-20, 401.78
2016-08-27, 401.43
2016-09-03, 401.27
2016-09-10, 401.13
2016-09-17, 401.25
2016-09-24, 400.85
2016-10-01, 400.82
2016-10-08, 401.20
2016-10-15, 401.70
2016-10-22, 401.82
2016-10-29, 402.38
2016-11-05, 403.15
2016-11-12, 403.12
2016-11-19, 403.95
2016-11-26, 404.44
2016-12-03, 404.16
2016-12-10, 404.28
2016-12-17, 404.63
2016-12-24, 404.66
2016-12-31, 405.38
2017-01-07, 405.94
2017-01-14, 405.91
2017-01-21, 406.37
2017-01-28, 406.35
2017-02-04, 406.20
2017-02-11, 406.02
2017-02-18, 406.17
2017-02-25, 408.07
2017-03-04, 407.06
2017-03-11, 406.53
2017-03-18, 406.73
2017-03-25, 407.89
2017-04-01, 408.66
2017-04-08, 407.19
2017-04-15, 409.12
2017-04-22, 409.89
2017-04-29, 409.04
2017-05-06, 409.54
2017-05-13, 409.83
2017-05-20, 410.18
2017-05-27, 409.88
2017-06-03, 409.67
2017-06-10, 409.62
2017-06-17, 408.82
2017-06-24, 408.43
2017-07-01, 407.77
2017-07-08, 407.68
2017-07-15, 407.11
2017-07-22, 406.76
2017-07-29, 406.50
2017-08-05, 405.93
2017-08-12, 405.55
2017-08-19, 404.81
2017-08-26, 404.54
2017-09-02, 404.10
2017-09-09, 403.39
2017-09-16, 403.44
2017-09-23, 402.95
2017-09-30, 402.73
2017-10-07, 403.19
2017-10-14, 403.60
2017-10-21, 404.05
2017-10-28, 404.25
2017-11-04, 404.28
2017-11-11, 404.51
2017-11-18, 405.53
2017-11-25, 406.36
2017-12-02, 406.85
2017-12-09, 406.16
2017-12-16, 406.50
2017-12-23, 407.07
2017-12-30, 407.24
2018-01-06, 407.96
2018-01-13, 408.08
2018-01-20, 408.26
2018-01-27, 408.05
2018-02-03, 407.63
2018-02-10, 408.41
2018-02-17, 408.46
2018-02-24, 408.69
2018-03-03, 408.77
2018-03-10, 409.64
2018-03-17, 408.69
2018-03-24, 409.77
2018-03-31, 409.63
2018-04-07, 409.41
2018-04-14, 410.10
2018-04-21, 411.36
2018-04-28, 410.58
2018-05-05, 409.75
2018-05-12, 411.62
2018-05-19, 411.43
2018-05-26, 411.81
2018-06-02, 411.15
2018-06-09, 411.24
2018-06-16, 410.56
2018-06-23, 410.81
2018-06-30, 410.19
2018-07-07, 409.29
2018-07-14, 409.07
2018-07-21, 408.49
2018-07-28, 408.08
2018-08-04, 407.36
2018-08-11, 407.28
2018-08-18, 407.07
2018-08-25, 406.63
2018-09-01, 405.98
2018-09-08, 405.61
2018-09-15, 405.60
2018-09-22, 405.69
2018-09-29, 405.56
2018-10-06, 405.56
2018-10-13, 405.91
2018-10-20, 406.42
2018-10-27, 406.51
2018-11-03, 406.83
2018-11-10, 407.69
2018-11-17, 409.11
2018-11-24, 408.46
2018-12-01, 408.56
2018-12-08, 408.92
2018-12-15, 409.56
2018-12-22, 409.73
2018-12-29, 409.26
2019-01-05, 410.32
2019-01-12, 409.73
2019-01-19, 412.31
2019-01-26, 410.91
2019-02-02, 410.97
2019-02-09, 412.12
2019-02-16, 411.79
2019-02-23, 411.46
2019-03-02, 412.08
2019-03-09, 412.26
2019-03-16, 412.87
2019-03-23, 410.73
2019-03-30, 412.37
2019-04-06, 412.62
2019-04-13, 413.36
2019-04-20, 413.94
2019-04-27, 414.27
2019-05-04, 414.41
2019-05-11, 414.95
2019-05-18, 415.08
2019-05-25, 414.66
2019-06-01, 414.21
2019-06-08, 414.45
2019-06-15, 413.85
2019-06-22, 413.68
2019-06-29, 413.38
2019-07-06, 412.69
2019-07-13, 412.30
2019-07-20, 411.76
2019-07-27, 410.32
2019-08-03, 410.50
2019-08-10, 410.48
2019-08-17, 410.05
2019-08-24, 409.52
2019-08-31, 409.32
2019-09-07, 408.80
2019-09-14, 408.61
2019-09-21, 408.50
2019-09-28, 408.28
2019-10-05, 407.99
2019-10-12, 408.61
2019-10-19, 408.77
2019-10-26, 408.68
2019-11-02, 409.86
2019-11-09, 410.15
2019-11-16, 410.22
2019-11-23, 410.48
2019-11-30, 410.92
2019-12-07, 411.27
2019-12-14, 411.67
2019-12-21, 412.30
2019-12-28, 412.59
2020-01-04, 413.19
2020-01-11, 413.39
2020-01-25, 413.36
2020-02-01, 413.99
2020-02-08, 414.83
2020-02-15, 413.81
2020-02-22, 414.17
2020-02-29, 413.89
2020-03-07, 414.00
2020-03-14, 414.30
2020-03-21, 414.62
2020-03-28, 415.57
2020-04-04, 415.61
2020-04-11, 416.47
2020-04-18, 416.60
2020-04-25, 415.86
2020-05-02, 417.20
2020-05-09, 416.99
2020-05-16, 416.54
2020-05-23, 417.49
2020-05-30, 417.19
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