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Commit f678e006 authored by a081bc04ce9fbc7d062648cfa919b204's avatar a081bc04ce9fbc7d062648cfa919b204
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added review and module 2 exo 5

parent ae73fa97
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Showing with 4432 additions and 91 deletions
module2/exo5/exo5_fr.ipynb
View file @ f678e006
...@@ -40,7 +40,7 @@ ...@@ -40,7 +40,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 1, "execution_count": 2,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
...@@ -287,7 +287,7 @@ ...@@ -287,7 +287,7 @@
"22 1/12/86 6 58 200 1" "22 1/12/86 6 58 200 1"
] ]
}, },
"execution_count": 1, "execution_count": 2,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
...@@ -322,7 +322,7 @@ ...@@ -322,7 +322,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 2, "execution_count": 3,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
...@@ -355,6 +355,14 @@ ...@@ -355,6 +355,14 @@
" </thead>\n", " </thead>\n",
" <tbody>\n", " <tbody>\n",
" <tr>\n", " <tr>\n",
" <th>0</th>\n",
" <td>4/12/81</td>\n",
" <td>6</td>\n",
" <td>66</td>\n",
" <td>50</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n", " <th>1</th>\n",
" <td>11/12/81</td>\n", " <td>11/12/81</td>\n",
" <td>6</td>\n", " <td>6</td>\n",
...@@ -363,6 +371,54 @@ ...@@ -363,6 +371,54 @@
" <td>1</td>\n", " <td>1</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>2</th>\n",
" <td>3/22/82</td>\n",
" <td>6</td>\n",
" <td>69</td>\n",
" <td>50</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>11/11/82</td>\n",
" <td>6</td>\n",
" <td>68</td>\n",
" <td>50</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>4/04/83</td>\n",
" <td>6</td>\n",
" <td>67</td>\n",
" <td>50</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>6/18/82</td>\n",
" <td>6</td>\n",
" <td>72</td>\n",
" <td>50</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>8/30/83</td>\n",
" <td>6</td>\n",
" <td>73</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>11/28/83</td>\n",
" <td>6</td>\n",
" <td>70</td>\n",
" <td>100</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n", " <th>8</th>\n",
" <td>2/03/84</td>\n", " <td>2/03/84</td>\n",
" <td>6</td>\n", " <td>6</td>\n",
...@@ -387,6 +443,22 @@ ...@@ -387,6 +443,22 @@
" <td>1</td>\n", " <td>1</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>11</th>\n",
" <td>10/05/84</td>\n",
" <td>6</td>\n",
" <td>78</td>\n",
" <td>200</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>11/08/84</td>\n",
" <td>6</td>\n",
" <td>67</td>\n",
" <td>200</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n", " <th>13</th>\n",
" <td>1/24/85</td>\n", " <td>1/24/85</td>\n",
" <td>6</td>\n", " <td>6</td>\n",
...@@ -395,6 +467,54 @@ ...@@ -395,6 +467,54 @@
" <td>2</td>\n", " <td>2</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>14</th>\n",
" <td>4/12/85</td>\n",
" <td>6</td>\n",
" <td>67</td>\n",
" <td>200</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>4/29/85</td>\n",
" <td>6</td>\n",
" <td>75</td>\n",
" <td>200</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>6/17/85</td>\n",
" <td>6</td>\n",
" <td>70</td>\n",
" <td>200</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>7/29/85</td>\n",
" <td>6</td>\n",
" <td>81</td>\n",
" <td>200</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>8/27/85</td>\n",
" <td>6</td>\n",
" <td>76</td>\n",
" <td>200</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>10/03/85</td>\n",
" <td>6</td>\n",
" <td>79</td>\n",
" <td>200</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n", " <th>20</th>\n",
" <td>10/30/85</td>\n", " <td>10/30/85</td>\n",
" <td>6</td>\n", " <td>6</td>\n",
...@@ -403,6 +523,14 @@ ...@@ -403,6 +523,14 @@
" <td>2</td>\n", " <td>2</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>21</th>\n",
" <td>11/26/85</td>\n",
" <td>6</td>\n",
" <td>76</td>\n",
" <td>200</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n", " <th>22</th>\n",
" <td>1/12/86</td>\n", " <td>1/12/86</td>\n",
" <td>6</td>\n", " <td>6</td>\n",
...@@ -416,22 +544,38 @@ ...@@ -416,22 +544,38 @@
], ],
"text/plain": [ "text/plain": [
" Date Count Temperature Pressure Malfunction\n", " Date Count Temperature Pressure Malfunction\n",
"0 4/12/81 6 66 50 0\n",
"1 11/12/81 6 70 50 1\n", "1 11/12/81 6 70 50 1\n",
"2 3/22/82 6 69 50 0\n",
"3 11/11/82 6 68 50 0\n",
"4 4/04/83 6 67 50 0\n",
"5 6/18/82 6 72 50 0\n",
"6 8/30/83 6 73 100 0\n",
"7 11/28/83 6 70 100 0\n",
"8 2/03/84 6 57 200 1\n", "8 2/03/84 6 57 200 1\n",
"9 4/06/84 6 63 200 1\n", "9 4/06/84 6 63 200 1\n",
"10 8/30/84 6 70 200 1\n", "10 8/30/84 6 70 200 1\n",
"11 10/05/84 6 78 200 0\n",
"12 11/08/84 6 67 200 0\n",
"13 1/24/85 6 53 200 2\n", "13 1/24/85 6 53 200 2\n",
"14 4/12/85 6 67 200 0\n",
"15 4/29/85 6 75 200 0\n",
"16 6/17/85 6 70 200 0\n",
"17 7/29/85 6 81 200 0\n",
"18 8/27/85 6 76 200 0\n",
"19 10/03/85 6 79 200 0\n",
"20 10/30/85 6 75 200 2\n", "20 10/30/85 6 75 200 2\n",
"21 11/26/85 6 76 200 0\n",
"22 1/12/86 6 58 200 1" "22 1/12/86 6 58 200 1"
] ]
}, },
"execution_count": 2, "execution_count": 3,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
], ],
"source": [ "source": [
"data = data[data.Malfunction>0]\n", "# data = data[data.Malfunction>0]\n",
"data" "data"
] ]
}, },
...@@ -448,12 +592,12 @@ ...@@ -448,12 +592,12 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 3, "execution_count": 4,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
"data": { "data": {
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\n", 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\n",
"text/plain": [ "text/plain": [
"<Figure size 432x288 with 1 Axes>" "<Figure size 432x288 with 1 Axes>"
] ]
...@@ -500,7 +644,7 @@ ...@@ -500,7 +644,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 4, "execution_count": 5,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
...@@ -509,10 +653,10 @@ ...@@ -509,10 +653,10 @@
"<table class=\"simpletable\">\n", "<table class=\"simpletable\">\n",
"<caption>Generalized Linear Model Regression Results</caption>\n", "<caption>Generalized Linear Model Regression Results</caption>\n",
"<tr>\n", "<tr>\n",
" <th>Dep. Variable:</th> <td>Frequency</td> <th> No. Observations: </th> <td> 7</td> \n", " <th>Dep. Variable:</th> <td>Frequency</td> <th> No. Observations: </th> <td> 23</td> \n",
"</tr>\n", "</tr>\n",
"<tr>\n", "<tr>\n",
" <th>Model:</th> <td>GLM</td> <th> Df Residuals: </th> <td> 5</td> \n", " <th>Model:</th> <td>GLM</td> <th> Df Residuals: </th> <td> 21</td> \n",
"</tr>\n", "</tr>\n",
"<tr>\n", "<tr>\n",
" <th>Model Family:</th> <td>Binomial</td> <th> Df Model: </th> <td> 1</td> \n", " <th>Model Family:</th> <td>Binomial</td> <th> Df Model: </th> <td> 1</td> \n",
...@@ -521,16 +665,16 @@ ...@@ -521,16 +665,16 @@
" <th>Link Function:</th> <td>logit</td> <th> Scale: </th> <td> 1.0000</td> \n", " <th>Link Function:</th> <td>logit</td> <th> Scale: </th> <td> 1.0000</td> \n",
"</tr>\n", "</tr>\n",
"<tr>\n", "<tr>\n",
" <th>Method:</th> <td>IRLS</td> <th> Log-Likelihood: </th> <td> -2.5250</td> \n", " <th>Method:</th> <td>IRLS</td> <th> Log-Likelihood: </th> <td> -3.9210</td> \n",
"</tr>\n", "</tr>\n",
"<tr>\n", "<tr>\n",
" <th>Date:</th> <td>Sat, 13 Apr 2019</td> <th> Deviance: </th> <td> 0.22231</td> \n", " <th>Date:</th> <td>Tue, 17 Oct 2023</td> <th> Deviance: </th> <td> 3.0144</td> \n",
"</tr>\n", "</tr>\n",
"<tr>\n", "<tr>\n",
" <th>Time:</th> <td>19:11:24</td> <th> Pearson chi2: </th> <td> 0.236</td> \n", " <th>Time:</th> <td>17:53:24</td> <th> Pearson chi2: </th> <td> 5.00</td> \n",
"</tr>\n", "</tr>\n",
"<tr>\n", "<tr>\n",
" <th>No. Iterations:</th> <td>4</td> <th> Covariance Type: </th> <td>nonrobust</td>\n", " <th>No. Iterations:</th> <td>6</td> <th> Covariance Type: </th> <td>nonrobust</td>\n",
"</tr>\n", "</tr>\n",
"</table>\n", "</table>\n",
"<table class=\"simpletable\">\n", "<table class=\"simpletable\">\n",
...@@ -538,10 +682,10 @@ ...@@ -538,10 +682,10 @@
" <td></td> <th>coef</th> <th>std err</th> <th>z</th> <th>P>|z|</th> <th>[0.025</th> <th>0.975]</th> \n", " <td></td> <th>coef</th> <th>std err</th> <th>z</th> <th>P>|z|</th> <th>[0.025</th> <th>0.975]</th> \n",
"</tr>\n", "</tr>\n",
"<tr>\n", "<tr>\n",
" <th>Intercept</th> <td> -1.3895</td> <td> 7.828</td> <td> -0.178</td> <td> 0.859</td> <td> -16.732</td> <td> 13.953</td>\n", " <th>Intercept</th> <td> 5.0850</td> <td> 7.477</td> <td> 0.680</td> <td> 0.496</td> <td> -9.570</td> <td> 19.740</td>\n",
"</tr>\n", "</tr>\n",
"<tr>\n", "<tr>\n",
" <th>Temperature</th> <td> 0.0014</td> <td> 0.122</td> <td> 0.012</td> <td> 0.991</td> <td> -0.238</td> <td> 0.240</td>\n", " <th>Temperature</th> <td> -0.1156</td> <td> 0.115</td> <td> -1.004</td> <td> 0.316</td> <td> -0.341</td> <td> 0.110</td>\n",
"</tr>\n", "</tr>\n",
"</table>" "</table>"
], ],
...@@ -550,24 +694,24 @@ ...@@ -550,24 +694,24 @@
"\"\"\"\n", "\"\"\"\n",
" Generalized Linear Model Regression Results \n", " Generalized Linear Model Regression Results \n",
"==============================================================================\n", "==============================================================================\n",
"Dep. Variable: Frequency No. Observations: 7\n", "Dep. Variable: Frequency No. Observations: 23\n",
"Model: GLM Df Residuals: 5\n", "Model: GLM Df Residuals: 21\n",
"Model Family: Binomial Df Model: 1\n", "Model Family: Binomial Df Model: 1\n",
"Link Function: logit Scale: 1.0000\n", "Link Function: logit Scale: 1.0000\n",
"Method: IRLS Log-Likelihood: -2.5250\n", "Method: IRLS Log-Likelihood: -3.9210\n",
"Date: Sat, 13 Apr 2019 Deviance: 0.22231\n", "Date: Tue, 17 Oct 2023 Deviance: 3.0144\n",
"Time: 19:11:24 Pearson chi2: 0.236\n", "Time: 17:53:24 Pearson chi2: 5.00\n",
"No. Iterations: 4 Covariance Type: nonrobust\n", "No. Iterations: 6 Covariance Type: nonrobust\n",
"===============================================================================\n", "===============================================================================\n",
" coef std err z P>|z| [0.025 0.975]\n", " coef std err z P>|z| [0.025 0.975]\n",
"-------------------------------------------------------------------------------\n", "-------------------------------------------------------------------------------\n",
"Intercept -1.3895 7.828 -0.178 0.859 -16.732 13.953\n", "Intercept 5.0850 7.477 0.680 0.496 -9.570 19.740\n",
"Temperature 0.0014 0.122 0.012 0.991 -0.238 0.240\n", "Temperature -0.1156 0.115 -1.004 0.316 -0.341 0.110\n",
"===============================================================================\n", "===============================================================================\n",
"\"\"\"" "\"\"\""
] ]
}, },
"execution_count": 4, "execution_count": 5,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
...@@ -587,9 +731,8 @@ ...@@ -587,9 +731,8 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"L'estimateur le plus probable du paramètre de température est 0.0014\n", "L'estimateur le plus probable du paramètre de température est 5.085\n",
"et l'erreur standard de cet estimateur est de 0.122, autrement dit on\n", "et l'erreur standard de cet estimateur est de 7.477, autrement dit il faut prendre nos\n",
"ne peut pas distinguer d'impact particulier et il faut prendre nos\n",
"estimations avec des pincettes.\n" "estimations avec des pincettes.\n"
] ]
}, },
...@@ -605,12 +748,12 @@ ...@@ -605,12 +748,12 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 5, "execution_count": 6,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
"data": { "data": {
"image/png": 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\n", 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\n",
"text/plain": [ "text/plain": [
"<Figure size 432x288 with 1 Axes>" "<Figure size 432x288 with 1 Axes>"
] ]
...@@ -638,54 +781,31 @@ ...@@ -638,54 +781,31 @@
"scrolled": true "scrolled": true
}, },
"source": [ "source": [
"Comme on pouvait s'attendre au vu des données initiales, la\n", "On peut prendre la valeur 0.85 pour faire une grossière estimation mais il faudrait quand même avoir des datas plus froides que celles qu'on a pour faire un travail sérieux.\n"
"température n'a pas d'impact notable sur la probabilité d'échec des\n",
"joints toriques. Elle sera d'environ 0.2, comme dans les essais\n",
"précédents où nous il y a eu défaillance d'au moins un joint. Revenons\n",
"à l'ensemble des données initiales pour estimer la probabilité de\n",
"défaillance d'un joint:\n"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0.06521739130434782\n"
]
}
],
"source": [
"data = pd.read_csv(\"shuttle.csv\")\n",
"print(np.sum(data.Malfunction)/np.sum(data.Count))"
] ]
}, },
{ {
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"Cette probabilité est donc d'environ $p=0.065$, sachant qu'il existe\n", "Cette probabilité est donc d'environ $p=0.85$, sachant qu'il existe\n",
"un joint primaire un joint secondaire sur chacune des trois parties du\n", "un joint primaire un joint secondaire sur chacune des trois parties du\n",
"lançeur, la probabilité de défaillance des deux joints d'un lançeur\n", "lançeur, la probabilité de défaillance des deux joints d'un lançeur\n",
"est de $p^2 \\approx 0.00425$. La probabilité de défaillance d'un des\n", "est de $p^2 \\approx 0.7225$. La probabilité de défaillance d'un des\n",
"lançeur est donc de $1-(1-p^2)^3 \\approx 1.2%$. Ça serait vraiment\n", "lançeur est donc de $1-(1-p^2)^3 \\approx 98 \\%$. \n",
"pas de chance... Tout est sous contrôle, le décollage peut donc avoir\n",
"lieu demain comme prévu.\n",
"\n", "\n",
"Seulement, le lendemain, la navette Challenger explosera et emportera\n", "Le lendemain, la navette Challenger explosera et emportera\n",
"avec elle ses sept membres d'équipages. L'opinion publique est\n", "avec elle ses sept membres d'équipages. L'opinion publique est\n",
"fortement touchée et lors de l'enquête qui suivra, la fiabilité des\n", "fortement touchée et lors de l'enquête qui suivra, la fiabilité des\n",
"joints toriques sera directement mise en cause. Au delà des problèmes\n", "joints toriques sera directement mise en cause."
"de communication interne à la NASA qui sont pour beaucoup dans ce\n",
"fiasco, l'analyse précédente comporte (au moins) un petit\n",
"problème... Saurez-vous le trouver ? Vous êtes libre de modifier cette\n",
"analyse et de regarder ce jeu de données sous tous les angles afin\n",
"d'expliquer ce qui ne va pas."
] ]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
} }
], ],
"metadata": { "metadata": {
...@@ -705,7 +825,7 @@ ...@@ -705,7 +825,7 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.7.3" "version": "3.6.4"
} }
}, },
"nbformat": 4, "nbformat": 4,
......
module3/exo3/module3_exo3_weekly_in_situ_co2_mlo.csv 0 → 100644
View file @ f678e006
"-------------------------------------------------------------------------------------------"
" 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 09-Jul-2023 from archive dated 10-Jul-2023 15:15:05 "
" "
"-------------------------------------------------------------------------------------------"
" "
" 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
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, 328.31
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, 326.33
1972-11-11, 326.13
1972-11-18, 326.44
1972-11-25, 326.98
1972-12-02, 326.94
1972-12-09, 327.17
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, 329.54
1973-02-17, 329.68
1973-02-24, 329.70
1973-03-03, 329.95
1973-03-10, 330.11
1973-03-17, 330.55
1973-03-24, 330.84
1973-03-31, 330.69
1973-04-07, 331.23
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, 332.03
1973-06-23, 331.63
1973-06-30, 331.43
1973-07-07, 331.54
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, 328.46
1973-09-08, 327.65
1973-09-15, 327.81
1973-09-22, 327.11
1973-09-29, 326.61
1973-10-06, 327.06
1973-10-13, 327.41
1973-10-20, 327.48
1973-10-27, 327.19
1973-11-03, 327.60
1973-11-10, 328.02
1973-11-17, 328.20
1973-11-24, 328.57
1973-12-01, 329.06
1973-12-08, 328.71
1973-12-15, 328.66
1973-12-22, 328.25
1973-12-29, 328.71
1974-01-05, 328.92
1974-01-12, 329.29
1974-01-19, 329.42
1974-01-26, 329.85
1974-02-02, 330.54
1974-02-09, 330.81
1974-02-16, 330.62
1974-02-23, 330.69
1974-03-02, 330.80
1974-03-09, 331.21
1974-03-16, 332.12
1974-03-23, 332.00
1974-03-30, 331.57
1974-04-06, 332.48
1974-04-13, 332.15
1974-04-20, 332.93
1974-04-27, 333.17
1974-05-04, 332.95
1974-05-11, 333.09
1974-05-18, 333.28
1974-05-25, 332.88
1974-06-01, 332.94
1974-06-08, 332.04
1974-06-15, 332.04
1974-06-22, 332.27
1974-06-29, 331.74
1974-07-06, 331.74
1974-07-13, 331.30
1974-07-20, 330.48
1974-07-27, 331.02
1974-08-03, 330.10
1974-08-10, 329.93
1974-08-17, 329.30
1974-08-24, 328.97
1974-08-31, 328.19
1974-09-07, 328.04
1974-09-14, 327.36
1974-09-21, 326.92
1974-09-28, 327.39
1974-10-05, 327.40
1974-10-12, 327.07
1974-10-19, 327.57
1974-10-26, 327.71
1974-11-02, 328.00
1974-11-09, 328.10
1974-11-16, 328.83
1974-11-23, 328.65
1974-11-30, 328.76
1974-12-07, 329.51
1974-12-14, 329.73
1974-12-21, 329.83
1974-12-28, 329.79
1975-01-04, 329.94
1975-01-11, 329.83
1975-01-18, 330.28
1975-01-25, 331.14
1975-02-01, 331.19
1975-02-08, 331.48
1975-02-15, 331.01
1975-02-22, 331.73
1975-03-01, 331.89
1975-03-08, 331.62
1975-03-15, 331.97
1975-03-22, 332.28
1975-03-29, 332.59
1975-04-05, 333.04
1975-04-12, 333.59
1975-04-19, 333.55
1975-04-26, 333.14
1975-05-03, 333.95
1975-05-10, 333.94
1975-05-17, 333.77
1975-05-24, 333.74
1975-05-31, 334.14
1975-06-07, 333.88
1975-06-14, 333.39
1975-06-21, 333.46
1975-06-28, 333.20
1975-07-05, 332.72
1975-07-12, 332.06
1975-07-19, 331.06
1975-07-26, 331.58
1975-08-02, 330.84
1975-08-09, 330.71
1975-08-16, 330.36
1975-08-23, 329.31
1975-08-30, 328.89
1975-09-06, 329.46
1975-09-13, 328.53
1975-09-20, 328.10
1975-09-27, 328.29
1975-10-04, 328.04
1975-10-11, 328.06
1975-10-18, 328.58
1975-10-25, 328.82
1975-11-01, 329.36
1975-11-08, 329.21
1975-11-15, 329.18
1975-11-22, 329.55
1975-11-29, 330.15
1975-12-06, 330.36
1975-12-13, 330.55
1975-12-20, 331.14
1975-12-27, 331.30
1976-01-03, 331.58
1976-01-10, 331.52
1976-01-17, 331.75
1976-01-24, 331.88
1976-01-31, 332.29
1976-02-07, 332.20
1976-02-14, 332.53
1976-02-21, 333.27
1976-02-28, 332.49
1976-03-06, 332.82
1976-03-13, 333.61
1976-03-20, 333.15
1976-03-27, 334.40
1976-04-03, 334.74
1976-04-10, 334.27
1976-04-17, 334.43
1976-04-24, 334.55
1976-05-01, 334.75
1976-05-08, 334.34
1976-05-15, 334.61
1976-05-22, 335.44
1976-05-29, 334.88
1976-06-05, 334.37
1976-06-12, 334.64
1976-06-19, 334.33
1976-07-03, 333.67
1976-07-10, 333.43
1976-07-17, 332.86
1976-07-24, 332.48
1976-07-31, 332.14
1976-08-07, 331.73
1976-08-14, 330.66
1976-08-21, 330.70
1976-08-28, 330.10
1976-09-04, 329.76
1976-09-11, 330.10
1976-09-18, 329.34
1976-09-25, 328.43
1976-10-02, 328.86
1976-10-09, 329.07
1976-10-16, 329.61
1976-10-23, 329.18
1976-10-30, 329.04
1976-11-06, 329.85
1976-11-13, 330.44
1976-11-20, 330.60
1976-11-27, 330.71
1976-12-04, 331.16
1976-12-11, 331.34
1976-12-18, 331.93
1976-12-25, 332.21
1977-01-01, 332.59
1977-01-08, 332.44
1977-01-15, 333.15
1977-01-22, 333.25
1977-01-29, 333.23
1977-02-05, 333.42
1977-02-12, 333.34
1977-02-19, 333.46
1977-02-26, 333.64
1977-03-05, 334.11
1977-03-12, 334.68
1977-03-19, 335.12
1977-03-26, 335.03
1977-04-02, 335.54
1977-04-09, 335.95
1977-04-16, 336.02
1977-04-23, 336.13
1977-04-30, 336.79
1977-05-07, 336.81
1977-05-14, 336.48
1977-05-21, 336.85
1977-05-28, 336.73
1977-06-04, 336.50
1977-06-11, 336.32
1977-06-18, 336.20
1977-06-25, 336.04
1977-07-02, 335.60
1977-07-09, 335.11
1977-07-16, 335.12
1977-07-23, 334.61
1977-07-30, 333.77
1977-08-06, 333.02
1977-08-13, 332.99
1977-08-20, 332.85
1977-08-27, 332.86
1977-09-03, 332.18
1977-09-10, 331.22
1977-09-17, 332.11
1977-09-24, 330.97
1977-10-01, 330.46
1977-10-08, 330.96
1977-10-15, 331.53
1977-10-22, 331.53
1977-10-29, 331.75
1977-11-05, 332.14
1977-11-12, 332.04
1977-11-19, 332.60
1977-11-26, 332.86
1977-12-03, 333.21
1977-12-10, 333.52
1977-12-17, 333.86
1977-12-24, 334.26
1977-12-31, 334.68
1978-01-07, 334.28
1978-01-14, 334.64
1978-01-21, 335.47
1978-01-28, 335.95
1978-02-04, 335.01
1978-02-11, 335.14
1978-02-18, 335.67
1978-02-25, 335.71
1978-03-04, 336.28
1978-03-11, 336.11
1978-03-18, 336.81
1978-03-25, 337.40
1978-04-01, 337.09
1978-04-08, 338.00
1978-04-15, 337.95
1978-04-22, 337.48
1978-04-29, 338.06
1978-05-06, 338.08
1978-05-13, 338.11
1978-05-20, 337.83
1978-05-27, 337.91
1978-06-03, 338.49
1978-06-10, 338.24
1978-06-17, 337.87
1978-06-24, 337.40
1978-07-01, 337.70
1978-07-08, 336.80
1978-07-15, 336.73
1978-07-22, 335.96
1978-07-29, 335.70
1978-08-05, 335.18
1978-08-12, 334.85
1978-08-19, 334.42
1978-08-26, 334.38
1978-09-02, 333.89
1978-09-09, 332.89
1978-09-16, 332.20
1978-09-23, 332.39
1978-09-30, 332.77
1978-10-07, 332.11
1978-10-14, 332.46
1978-10-21, 333.03
1978-10-28, 333.19
1978-11-04, 333.59
1978-11-11, 333.86
1978-11-18, 333.89
1978-11-25, 334.21
1978-12-02, 334.53
1978-12-09, 334.81
1978-12-16, 335.16
1978-12-23, 335.13
1978-12-30, 335.33
1979-01-06, 335.37
1979-01-13, 335.98
1979-01-20, 336.86
1979-01-27, 336.96
1979-02-03, 336.91
1979-02-10, 336.55
1979-02-17, 336.72
1979-02-24, 336.80
1979-03-03, 337.13
1979-03-10, 337.80
1979-03-17, 337.44
1979-03-24, 339.03
1979-03-31, 338.81
1979-04-07, 338.18
1979-04-14, 338.67
1979-04-21, 339.26
1979-04-28, 339.61
1979-05-05, 339.31
1979-05-12, 338.89
1979-05-19, 339.87
1979-05-26, 339.63
1979-06-02, 339.94
1979-06-09, 339.53
1979-06-16, 338.91
1979-06-23, 338.96
1979-06-30, 339.01
1979-07-07, 338.29
1979-07-14, 337.83
1979-07-21, 337.38
1979-07-28, 336.85
1979-08-04, 337.04
1979-08-11, 336.60
1979-08-18, 336.19
1979-08-25, 334.57
1979-09-01, 334.47
1979-09-08, 334.02
1979-09-15, 334.22
1979-09-22, 333.29
1979-09-29, 334.12
1979-10-06, 334.12
1979-10-13, 333.98
1979-10-20, 333.75
1979-10-27, 334.17
1979-11-03, 334.74
1979-11-10, 334.87
1979-11-17, 335.60
1979-11-24, 335.69
1979-12-01, 336.00
1979-12-08, 336.52
1979-12-15, 336.78
1979-12-22, 336.90
1979-12-29, 337.41
1980-01-05, 337.68
1980-01-12, 337.50
1980-01-19, 338.40
1980-01-26, 338.51
1980-02-02, 338.06
1980-02-09, 338.15
1980-02-16, 338.69
1980-02-23, 338.27
1980-03-01, 339.32
1980-03-08, 339.56
1980-03-15, 340.03
1980-03-22, 340.56
1980-03-29, 341.02
1980-04-05, 340.42
1980-04-12, 340.97
1980-04-19, 340.76
1980-04-26, 341.08
1980-05-03, 341.53
1980-05-10, 341.32
1980-05-17, 341.39
1980-05-24, 340.94
1980-05-31, 341.74
1980-06-07, 341.39
1980-06-14, 341.40
1980-06-21, 340.88
1980-06-28, 340.41
1980-07-05, 340.45
1980-07-12, 339.79
1980-07-19, 338.53
1980-07-26, 338.94
1980-08-02, 337.99
1980-08-09, 337.78
1980-08-16, 337.77
1980-08-23, 337.81
1980-08-30, 337.03
1980-09-06, 336.67
1980-09-13, 335.77
1980-09-20, 335.30
1980-09-27, 336.05
1980-10-04, 335.84
1980-10-11, 335.88
1980-10-18, 336.12
1980-10-25, 336.43
1980-11-01, 336.67
1980-11-08, 337.00
1980-11-15, 337.16
1980-11-22, 337.32
1980-11-29, 337.43
1980-12-06, 337.79
1980-12-13, 338.12
1980-12-20, 338.41
1980-12-27, 338.74
1981-01-03, 338.95
1981-01-10, 339.15
1981-01-17, 339.41
1981-01-24, 339.37
1981-01-31, 339.57
1981-02-07, 340.59
1981-02-14, 340.06
1981-02-21, 340.22
1981-02-28, 341.12
1981-03-07, 340.75
1981-03-14, 341.06
1981-03-21, 341.91
1981-03-28, 342.21
1981-04-04, 342.44
1981-04-11, 342.51
1981-04-18, 342.80
1981-04-25, 342.32
1981-05-02, 342.96
1981-05-09, 343.02
1981-05-16, 342.82
1981-05-23, 342.72
1981-05-30, 342.77
1981-06-06, 342.66
1981-06-13, 342.56
1981-06-20, 341.83
1981-06-27, 341.66
1981-07-04, 341.07
1981-07-11, 340.89
1981-07-18, 339.78
1981-07-25, 340.23
1981-08-01, 339.58
1981-08-08, 338.94
1981-08-15, 338.50
1981-08-22, 337.59
1981-08-29, 337.75
1981-09-05, 337.22
1981-09-12, 337.05
1981-09-19, 336.77
1981-09-26, 335.97
1981-10-03, 336.32
1981-10-10, 336.67
1981-10-17, 337.15
1981-10-24, 337.24
1981-10-31, 337.58
1981-11-07, 337.89
1981-11-14, 338.16
1981-11-21, 338.59
1981-11-28, 339.32
1981-12-05, 339.31
1981-12-12, 339.43
1981-12-19, 339.67
1981-12-26, 340.25
1982-01-02, 340.30
1982-01-09, 340.41
1982-01-16, 340.74
1982-01-23, 341.15
1982-01-30, 341.31
1982-02-06, 341.96
1982-02-13, 341.13
1982-02-20, 341.16
1982-02-27, 342.21
1982-03-06, 342.68
1982-03-13, 342.63
1982-03-20, 342.80
1982-03-27, 342.83
1982-04-03, 342.98
1982-04-10, 343.32
1982-04-17, 343.52
1982-04-24, 344.31
1982-05-01, 343.85
1982-05-08, 343.70
1982-05-15, 344.31
1982-05-22, 344.12
1982-05-29, 344.12
1982-06-05, 343.50
1982-06-12, 343.52
1982-06-19, 343.48
1982-06-26, 342.93
1982-07-03, 342.55
1982-07-10, 342.05
1982-07-17, 342.04
1982-07-24, 341.83
1982-07-31, 341.33
1982-08-07, 340.59
1982-08-14, 340.08
1982-08-21, 339.73
1982-08-28, 338.34
1982-09-04, 338.90
1982-09-11, 338.63
1982-09-18, 337.86
1982-09-25, 336.94
1982-10-02, 337.34
1982-10-09, 338.11
1982-10-16, 337.62
1982-10-23, 337.96
1982-10-30, 338.72
1982-11-06, 338.51
1982-11-13, 339.22
1982-11-20, 339.74
1982-11-27, 339.90
1982-12-04, 339.88
1982-12-11, 340.45
1982-12-18, 340.73
1982-12-25, 340.84
1983-01-01, 340.96
1983-01-08, 341.46
1983-01-15, 341.59
1983-01-22, 341.27
1983-01-29, 341.74
1983-02-05, 342.02
1983-02-12, 342.79
1983-02-19, 342.52
1983-02-26, 342.86
1983-03-05, 342.40
1983-03-12, 342.60
1983-03-19, 344.08
1983-03-26, 343.83
1983-04-02, 344.04
1983-04-09, 344.91
1983-04-16, 345.09
1983-04-23, 345.34
1983-04-30, 345.48
1983-05-07, 345.45
1983-05-14, 345.79
1983-05-21, 345.87
1983-05-28, 345.78
1983-06-04, 345.70
1983-06-11, 345.62
1983-06-18, 345.06
1983-06-25, 344.99
1983-07-02, 344.76
1983-07-09, 344.61
1983-07-16, 343.75
1983-07-23, 343.68
1983-07-30, 342.62
1983-08-06, 343.07
1983-08-13, 341.72
1983-08-20, 342.16
1983-08-27, 341.82
1983-09-03, 339.96
1983-09-10, 340.01
1983-09-17, 339.88
1983-09-24, 340.00
1983-10-01, 339.89
1983-10-08, 339.77
1983-10-15, 340.13
1983-10-22, 340.26
1983-10-29, 340.38
1983-11-05, 340.81
1983-11-12, 341.01
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, 343.60
1983-12-31, 343.46
1984-01-07, 343.91
1984-01-14, 343.59
1984-01-21, 343.62
1984-01-28, 344.28
1984-02-04, 344.47
1984-02-11, 344.69
1984-02-18, 344.44
1984-02-25, 344.80
1984-03-03, 344.99
1984-03-10, 345.06
1984-03-17, 345.56
1984-03-24, 345.79
1984-04-28, 347.57
1984-05-05, 347.58
1984-05-12, 347.87
1984-05-19, 347.45
1984-05-26, 347.12
1984-06-02, 347.18
1984-06-09, 347.10
1984-06-16, 346.97
1984-06-23, 346.45
1984-06-30, 346.32
1984-07-07, 345.90
1984-07-14, 345.55
1984-07-21, 345.32
1984-07-28, 344.55
1984-08-04, 344.12
1984-08-11, 344.19
1984-08-18, 343.25
1984-08-25, 342.11
1984-09-01, 341.71
1984-09-08, 340.71
1984-09-15, 341.43
1984-09-22, 341.37
1984-09-29, 340.90
1984-10-06, 341.24
1984-10-13, 341.35
1984-10-20, 341.96
1984-10-27, 341.72
1984-11-03, 342.06
1984-11-10, 342.69
1984-11-17, 343.18
1984-11-24, 343.79
1984-12-01, 343.64
1984-12-08, 343.98
1984-12-15, 344.26
1984-12-22, 344.61
1984-12-29, 344.60
1985-01-05, 344.80
1985-01-12, 345.03
1985-01-19, 345.03
1985-01-26, 345.10
1985-02-02, 345.97
1985-02-09, 345.56
1985-02-16, 345.84
1985-02-23, 346.38
1985-03-02, 346.78
1985-03-09, 347.12
1985-03-16, 347.59
1985-03-23, 347.71
1985-03-30, 348.27
1985-04-06, 348.04
1985-04-13, 348.08
1985-04-20, 348.52
1985-04-27, 348.83
1985-05-04, 348.89
1985-05-11, 349.30
1985-05-18, 349.17
1985-05-25, 348.17
1985-06-01, 349.04
1985-06-08, 348.48
1985-06-15, 348.22
1985-06-22, 347.88
1985-06-29, 347.45
1985-07-06, 346.88
1985-07-13, 346.78
1985-07-20, 346.40
1985-07-27, 345.76
1985-08-10, 344.67
1985-08-17, 344.47
1985-08-24, 344.35
1985-08-31, 343.73
1985-09-07, 344.26
1985-09-14, 343.34
1985-09-21, 342.43
1985-09-28, 342.10
1985-10-05, 342.37
1985-10-12, 342.48
1985-10-19, 343.11
1985-10-26, 343.20
1985-11-02, 343.36
1985-11-09, 343.75
1985-11-16, 344.22
1985-11-23, 344.62
1985-11-30, 345.27
1985-12-07, 345.34
1985-12-14, 345.65
1985-12-21, 345.15
1985-12-28, 346.28
1986-01-04, 346.42
1986-01-11, 346.07
1986-01-18, 346.23
1986-01-25, 346.44
1986-02-01, 346.20
1986-02-08, 346.82
1986-02-15, 347.16
1986-02-22, 347.18
1986-03-01, 347.04
1986-03-08, 346.63
1986-03-15, 347.20
1986-03-22, 349.13
1986-03-29, 348.85
1986-04-05, 349.19
1986-04-12, 349.42
1986-04-19, 349.32
1986-04-26, 350.18
1986-05-03, 349.97
1986-05-10, 350.12
1986-05-17, 350.21
1986-05-24, 350.11
1986-05-31, 350.16
1986-06-07, 349.71
1986-06-14, 349.52
1986-06-21, 349.46
1986-06-28, 348.90
1986-07-05, 348.67
1986-07-12, 347.75
1986-07-19, 347.59
1986-07-26, 347.39
1986-08-02, 346.63
1986-08-09, 346.21
1986-08-16, 345.57
1986-08-23, 345.60
1986-08-30, 345.25
1986-09-06, 345.03
1986-09-13, 345.30
1986-09-20, 344.41
1986-09-27, 344.49
1986-10-04, 343.97
1986-10-11, 344.10
1986-10-18, 343.98
1986-10-25, 344.55
1986-11-01, 345.15
1986-11-08, 345.33
1986-11-15, 345.61
1986-11-22, 345.70
1986-11-29, 346.39
1986-12-06, 346.90
1986-12-13, 346.75
1986-12-20, 346.95
1986-12-27, 347.06
1987-01-03, 347.60
1987-01-10, 348.35
1987-01-17, 348.25
1987-01-24, 347.94
1987-01-31, 348.01
1987-02-07, 347.89
1987-02-14, 348.24
1987-02-21, 348.53
1987-02-28, 349.46
1987-03-07, 348.83
1987-03-14, 349.26
1987-03-21, 349.78
1987-03-28, 350.19
1987-04-04, 350.81
1987-04-11, 350.26
1987-04-18, 351.18
1987-04-25, 351.38
1987-05-02, 351.42
1987-05-09, 351.99
1987-05-16, 351.71
1987-05-23, 351.90
1987-05-30, 351.77
1987-06-06, 351.64
1987-06-13, 351.16
1987-06-20, 350.99
1987-06-27, 350.93
1987-07-04, 349.75
1987-07-11, 349.83
1987-07-18, 348.86
1987-07-25, 349.50
1987-08-01, 349.03
1987-08-08, 348.14
1987-08-15, 348.61
1987-08-22, 348.00
1987-08-29, 346.70
1987-09-05, 347.04
1987-09-12, 346.64
1987-09-19, 346.28
1987-09-26, 345.84
1987-10-03, 345.50
1987-10-10, 346.07
1987-10-17, 346.32
1987-10-24, 346.53
1987-10-31, 346.64
1987-11-07, 347.07
1987-11-14, 347.38
1987-11-21, 347.89
1987-11-28, 348.48
1987-12-05, 348.39
1987-12-12, 348.55
1987-12-19, 348.85
1987-12-26, 349.02
1988-01-02, 349.51
1988-01-09, 350.01
1988-01-16, 349.94
1988-01-23, 350.52
1988-01-30, 350.95
1988-02-06, 351.54
1988-02-13, 351.04
1988-02-20, 351.27
1988-02-27, 352.29
1988-03-05, 352.62
1988-03-12, 351.62
1988-03-19, 351.52
1988-03-26, 351.97
1988-04-02, 352.87
1988-04-09, 353.31
1988-04-16, 352.89
1988-04-23, 353.75
1988-04-30, 353.98
1988-05-07, 353.51
1988-05-14, 354.05
1988-05-21, 354.27
1988-05-28, 353.95
1988-06-04, 353.93
1988-06-11, 353.95
1988-06-18, 353.36
1988-06-25, 352.95
1988-07-02, 352.84
1988-07-09, 352.32
1988-07-16, 352.41
1988-07-23, 351.72
1988-07-30, 350.89
1988-08-06, 350.71
1988-08-13, 350.06
1988-08-20, 350.26
1988-08-27, 349.38
1988-09-03, 349.15
1988-09-10, 348.50
1988-09-17, 348.72
1988-09-24, 347.96
1988-10-01, 348.59
1988-10-08, 348.65
1988-10-15, 348.46
1988-10-22, 349.20
1988-10-29, 349.07
1988-11-05, 349.56
1988-11-12, 349.67
1988-11-19, 349.96
1988-11-26, 350.26
1988-12-03, 350.28
1988-12-10, 350.80
1988-12-17, 351.38
1988-12-24, 351.14
1988-12-31, 352.19
1989-01-07, 352.56
1989-01-14, 352.76
1989-01-21, 352.30
1989-01-28, 352.85
1989-02-04, 352.62
1989-02-11, 352.43
1989-02-18, 353.01
1989-02-25, 353.27
1989-03-04, 352.97
1989-03-11, 353.26
1989-03-18, 353.35
1989-03-25, 354.28
1989-04-01, 354.36
1989-04-08, 354.85
1989-04-15, 355.21
1989-04-22, 355.81
1989-04-29, 355.70
1989-05-06, 355.16
1989-05-13, 355.62
1989-05-20, 355.44
1989-05-27, 355.56
1989-06-03, 355.60
1989-06-10, 354.89
1989-06-17, 354.67
1989-06-24, 354.70
1989-07-01, 354.30
1989-07-08, 354.56
1989-07-15, 353.65
1989-07-22, 352.99
1989-07-29, 353.01
1989-08-05, 352.42
1989-08-12, 352.04
1989-08-19, 350.96
1989-08-26, 350.23
1989-09-02, 350.59
1989-09-09, 350.08
1989-09-16, 349.21
1989-09-23, 349.11
1989-09-30, 349.51
1989-10-07, 349.77
1989-10-14, 349.54
1989-10-21, 350.04
1989-10-28, 350.27
1989-11-04, 350.46
1989-11-11, 351.09
1989-11-18, 351.40
1989-11-25, 351.26
1989-12-02, 351.89
1989-12-09, 351.96
1989-12-16, 352.28
1989-12-23, 352.39
1989-12-30, 353.24
1990-01-06, 353.27
1990-01-13, 353.35
1990-01-20, 353.60
1990-01-27, 353.76
1990-02-03, 353.93
1990-02-10, 354.82
1990-02-17, 354.67
1990-02-24, 354.59
1990-03-03, 355.52
1990-03-10, 354.79
1990-03-17, 355.64
1990-03-24, 354.97
1990-03-31, 355.75
1990-04-07, 355.97
1990-04-14, 355.70
1990-04-21, 356.48
1990-04-28, 355.98
1990-05-05, 357.10
1990-05-12, 356.90
1990-05-19, 356.79
1990-05-26, 356.93
1990-06-02, 356.82
1990-06-09, 356.44
1990-06-16, 355.49
1990-06-23, 355.33
1990-06-30, 355.60
1990-07-07, 355.32
1990-07-14, 353.81
1990-07-21, 354.39
1990-07-28, 354.53
1990-08-04, 353.36
1990-08-11, 353.04
1990-08-18, 352.73
1990-08-25, 351.81
1990-09-01, 350.80
1990-09-08, 350.56
1990-09-15, 351.14
1990-09-22, 350.78
1990-09-29, 350.73
1990-10-06, 350.91
1990-10-13, 350.89
1990-10-20, 351.28
1990-10-27, 351.28
1990-11-03, 351.93
1990-11-10, 352.43
1990-11-17, 352.85
1990-11-24, 352.99
1990-12-01, 353.42
1990-12-08, 353.88
1990-12-15, 353.67
1990-12-22, 354.31
1990-12-29, 354.70
1991-01-05, 354.08
1991-01-12, 354.53
1991-01-19, 354.67
1991-01-26, 354.85
1991-02-02, 355.03
1991-02-09, 355.03
1991-02-16, 356.21
1991-02-23, 355.64
1991-03-02, 356.21
1991-03-09, 357.01
1991-03-16, 357.49
1991-03-23, 356.76
1991-03-30, 357.74
1991-04-06, 358.12
1991-04-13, 357.64
1991-04-20, 358.99
1991-04-27, 359.04
1991-05-04, 358.91
1991-05-11, 358.74
1991-05-18, 359.83
1991-05-25, 358.88
1991-06-01, 358.32
1991-06-08, 358.26
1991-06-15, 358.02
1991-06-22, 357.93
1991-06-29, 357.54
1991-07-06, 357.07
1991-07-13, 356.35
1991-07-20, 355.06
1991-07-27, 355.11
1991-08-03, 354.69
1991-08-10, 354.40
1991-08-17, 353.58
1991-08-24, 352.87
1991-08-31, 353.02
1991-09-07, 352.86
1991-09-14, 351.93
1991-09-21, 351.64
1991-09-28, 351.49
1991-10-05, 351.51
1991-10-12, 351.99
1991-10-19, 352.34
1991-10-26, 352.52
1991-11-02, 353.27
1991-11-09, 353.56
1991-11-16, 353.36
1991-11-23, 353.66
1991-11-30, 354.15
1991-12-07, 354.34
1991-12-14, 354.77
1991-12-21, 355.02
1991-12-28, 355.30
1992-01-04, 355.49
1992-01-11, 355.87
1992-01-18, 355.99
1992-01-25, 355.76
1992-02-01, 355.85
1992-02-08, 356.53
1992-02-15, 357.13
1992-02-22, 356.80
1992-02-29, 356.38
1992-03-07, 357.10
1992-03-14, 357.60
1992-03-21, 357.98
1992-03-28, 358.22
1992-04-04, 358.37
1992-04-11, 358.79
1992-04-18, 359.55
1992-04-25, 359.05
1992-05-02, 359.49
1992-05-09, 359.53
1992-05-16, 358.40
1992-05-23, 359.45
1992-05-30, 360.05
1992-06-06, 359.83
1992-06-13, 359.28
1992-06-20, 358.55
1992-06-27, 358.25
1992-07-04, 358.27
1992-07-11, 357.00
1992-07-18, 356.17
1992-07-25, 355.90
1992-08-01, 354.79
1992-08-08, 355.13
1992-08-15, 355.12
1992-08-22, 354.39
1992-08-29, 354.14
1992-09-05, 353.33
1992-09-12, 353.46
1992-09-19, 352.17
1992-09-26, 352.55
1992-10-03, 353.40
1992-10-10, 353.18
1992-10-17, 353.04
1992-10-24, 353.31
1992-10-31, 353.36
1992-11-07, 353.79
1992-11-14, 353.66
1992-11-21, 354.37
1992-11-28, 354.44
1992-12-05, 354.65
1992-12-12, 355.17
1992-12-19, 355.26
1992-12-26, 355.77
1993-01-02, 356.09
1993-01-09, 356.76
1993-01-16, 356.52
1993-01-23, 356.46
1993-01-30, 356.83
1993-02-06, 356.42
1993-02-13, 357.03
1993-02-20, 357.16
1993-02-27, 357.48
1993-03-06, 358.19
1993-03-13, 358.32
1993-03-20, 357.93
1993-03-27, 358.65
1993-04-03, 358.97
1993-04-10, 358.67
1993-04-17, 359.22
1993-04-24, 359.83
1993-05-01, 359.42
1993-05-08, 359.58
1993-05-15, 360.50
1993-05-22, 360.42
1993-05-29, 360.15
1993-06-05, 359.59
1993-06-12, 359.72
1993-06-19, 359.14
1993-06-26, 358.96
1993-07-03, 357.72
1993-07-10, 357.82
1993-07-17, 357.91
1993-07-24, 356.50
1993-07-31, 356.33
1993-08-07, 355.69
1993-08-14, 355.76
1993-08-21, 354.71
1993-08-28, 354.53
1993-09-04, 354.11
1993-09-11, 353.04
1993-09-18, 353.62
1993-09-25, 353.67
1993-10-02, 353.61
1993-10-09, 353.68
1993-10-16, 353.81
1993-10-23, 354.26
1993-10-30, 354.19
1993-11-06, 354.59
1993-11-13, 354.97
1993-11-20, 355.46
1993-11-27, 355.84
1993-12-04, 356.08
1993-12-11, 356.34
1993-12-18, 356.81
1993-12-25, 357.32
1994-01-01, 357.96
1994-01-08, 357.94
1994-01-15, 358.25
1994-01-22, 358.15
1994-01-29, 358.60
1994-02-05, 358.31
1994-02-12, 358.43
1994-02-19, 358.84
1994-02-26, 359.46
1994-03-05, 358.59
1994-03-12, 359.68
1994-03-19, 360.31
1994-03-26, 360.65
1994-04-02, 360.50
1994-04-09, 360.84
1994-04-16, 360.89
1994-04-23, 361.17
1994-04-30, 362.08
1994-05-07, 361.46
1994-05-14, 361.25
1994-05-21, 361.61
1994-05-28, 361.74
1994-06-04, 360.87
1994-06-11, 360.90
1994-06-18, 360.76
1994-06-25, 360.53
1994-07-02, 360.05
1994-07-09, 359.73
1994-07-16, 359.26
1994-07-23, 358.83
1994-07-30, 358.64
1994-08-06, 357.93
1994-08-13, 357.35
1994-08-20, 357.46
1994-08-27, 356.22
1994-09-03, 356.27
1994-09-10, 356.30
1994-09-17, 355.29
1994-09-24, 355.34
1994-10-01, 355.29
1994-10-08, 355.65
1994-10-15, 355.92
1994-10-22, 356.23
1994-10-29, 356.45
1994-11-05, 356.81
1994-11-12, 357.24
1994-11-19, 357.77
1994-11-26, 357.95
1994-12-03, 358.27
1994-12-10, 358.97
1994-12-17, 359.09
1994-12-24, 358.99
1994-12-31, 359.36
1995-01-07, 359.52
1995-01-14, 360.12
1995-01-21, 359.96
1995-01-28, 359.88
1995-02-04, 360.51
1995-02-11, 360.93
1995-02-18, 360.72
1995-02-25, 361.20
1995-03-04, 362.05
1995-03-11, 361.08
1995-03-18, 360.84
1995-03-25, 361.85
1995-04-01, 363.65
1995-04-08, 363.29
1995-04-15, 363.19
1995-04-22, 362.74
1995-04-29, 363.43
1995-05-06, 363.09
1995-05-13, 363.96
1995-05-20, 364.03
1995-05-27, 363.32
1995-06-03, 363.77
1995-06-10, 363.32
1995-06-17, 362.81
1995-06-24, 362.66
1995-07-01, 362.38
1995-07-08, 362.12
1995-07-15, 361.83
1995-07-22, 361.43
1995-07-29, 360.83
1995-08-05, 360.30
1995-08-12, 359.06
1995-08-19, 358.57
1995-08-26, 359.15
1995-09-02, 357.23
1995-09-09, 358.36
1995-09-16, 358.44
1995-09-23, 358.06
1995-09-30, 357.42
1995-10-07, 357.51
1995-10-14, 357.46
1995-10-21, 357.90
1995-10-28, 358.09
1995-11-04, 359.05
1995-11-11, 359.29
1995-11-18, 359.55
1995-11-25, 359.73
1995-12-02, 359.99
1995-12-09, 360.29
1995-12-16, 360.39
1995-12-23, 360.75
1995-12-30, 361.59
1996-01-06, 361.67
1996-01-13, 361.92
1996-01-20, 362.03
1996-01-27, 362.09
1996-02-03, 362.54
1996-02-10, 362.99
1996-02-17, 362.87
1996-02-24, 363.89
1996-03-02, 363.70
1996-03-09, 363.53
1996-03-16, 363.96
1996-03-23, 364.40
1996-03-30, 364.21
1996-04-06, 364.44
1996-04-13, 364.76
1996-04-20, 364.27
1996-04-27, 365.00
1996-05-04, 364.79
1996-05-11, 365.24
1996-05-18, 365.61
1996-05-25, 365.30
1996-06-01, 364.73
1996-06-08, 365.06
1996-06-15, 365.14
1996-06-22, 364.87
1996-06-29, 364.17
1996-07-06, 364.06
1996-07-13, 363.62
1996-07-20, 363.25
1996-07-27, 362.71
1996-08-03, 361.65
1996-08-10, 361.97
1996-08-17, 361.16
1996-08-24, 360.72
1996-08-31, 360.69
1996-09-07, 359.73
1996-09-14, 359.69
1996-09-21, 358.96
1996-09-28, 358.92
1996-10-05, 359.32
1996-10-12, 359.39
1996-10-19, 359.74
1996-10-26, 359.74
1996-11-02, 359.81
1996-11-09, 360.40
1996-11-16, 360.67
1996-11-23, 361.12
1996-11-30, 361.28
1996-12-07, 361.85
1996-12-14, 362.56
1996-12-21, 362.35
1996-12-28, 362.50
1997-01-04, 362.83
1997-01-11, 362.88
1997-01-18, 363.04
1997-01-25, 363.39
1997-02-01, 363.16
1997-02-08, 364.07
1997-02-15, 363.90
1997-02-22, 364.12
1997-03-01, 364.38
1997-03-08, 364.04
1997-03-15, 364.07
1997-03-22, 364.63
1997-03-29, 365.31
1997-04-05, 365.68
1997-04-12, 366.13
1997-04-19, 366.57
1997-04-26, 366.67
1997-05-03, 366.64
1997-05-10, 366.68
1997-05-17, 366.91
1997-05-24, 366.49
1997-05-31, 366.24
1997-06-07, 365.60
1997-06-14, 365.49
1997-06-21, 365.42
1997-06-28, 365.05
1997-07-05, 364.98
1997-07-12, 364.56
1997-07-19, 364.00
1997-07-26, 363.69
1997-08-02, 363.28
1997-08-09, 363.25
1997-08-16, 362.52
1997-08-23, 361.40
1997-08-30, 361.55
1997-09-06, 360.58
1997-09-13, 360.15
1997-09-20, 359.97
1997-09-27, 359.70
1997-10-04, 360.43
1997-10-11, 360.38
1997-10-18, 360.96
1997-10-25, 361.02
1997-11-01, 361.60
1997-11-08, 362.08
1997-11-15, 361.95
1997-11-22, 362.54
1997-11-29, 363.40
1997-12-06, 363.86
1997-12-13, 363.84
1997-12-20, 364.16
1997-12-27, 364.98
1998-01-03, 365.13
1998-01-10, 365.19
1998-01-17, 365.24
1998-01-24, 365.27
1998-01-31, 365.58
1998-02-07, 365.95
1998-02-14, 365.41
1998-02-21, 365.97
1998-02-28, 367.25
1998-03-07, 366.91
1998-03-14, 366.55
1998-03-21, 367.38
1998-03-28, 368.46
1998-04-04, 368.58
1998-04-11, 368.57
1998-04-18, 367.94
1998-04-25, 368.79
1998-05-02, 369.06
1998-05-09, 368.72
1998-05-16, 368.40
1998-05-23, 369.55
1998-05-30, 369.59
1998-06-06, 369.30
1998-06-13, 368.77
1998-06-20, 368.43
1998-06-27, 368.25
1998-07-04, 367.94
1998-07-11, 367.43
1998-07-18, 367.56
1998-07-25, 367.26
1998-08-01, 366.77
1998-08-08, 366.36
1998-08-15, 365.54
1998-08-22, 365.53
1998-08-29, 364.15
1998-09-05, 364.64
1998-09-12, 363.86
1998-09-19, 363.40
1998-09-26, 363.50
1998-10-03, 363.91
1998-10-10, 364.07
1998-10-17, 364.36
1998-10-24, 364.39
1998-10-31, 364.60
1998-11-07, 364.95
1998-11-14, 365.38
1998-11-21, 365.70
1998-11-28, 365.90
1998-12-05, 366.36
1998-12-12, 366.64
1998-12-19, 367.20
1998-12-26, 367.28
1999-01-02, 367.48
1999-01-09, 367.77
1999-01-16, 367.70
1999-01-23, 368.23
1999-01-30, 369.15
1999-02-06, 369.09
1999-02-13, 368.80
1999-02-20, 368.95
1999-02-27, 368.42
1999-03-06, 368.03
1999-03-13, 369.48
1999-03-20, 370.17
1999-03-27, 370.55
1999-04-03, 371.01
1999-04-10, 371.49
1999-04-17, 370.97
1999-04-24, 370.22
1999-05-01, 370.72
1999-05-08, 371.23
1999-05-15, 370.99
1999-05-22, 370.79
1999-05-29, 370.31
1999-06-05, 370.88
1999-06-12, 370.23
1999-06-19, 369.87
1999-06-26, 369.87
1999-07-03, 369.39
1999-07-10, 370.05
1999-07-17, 369.44
1999-07-24, 368.56
1999-07-31, 367.38
1999-08-07, 367.55
1999-08-14, 366.67
1999-08-21, 366.35
1999-08-28, 366.07
1999-09-04, 364.12
1999-09-11, 364.66
1999-09-18, 365.16
1999-09-25, 364.64
1999-10-02, 364.53
1999-10-09, 365.02
1999-10-16, 364.85
1999-10-23, 365.61
1999-10-30, 365.72
1999-11-06, 366.14
1999-11-13, 366.66
1999-11-20, 366.65
1999-11-27, 367.10
1999-12-04, 367.38
1999-12-11, 368.01
1999-12-18, 367.96
1999-12-25, 368.18
2000-01-01, 368.65
2000-01-08, 368.54
2000-01-15, 369.03
2000-01-22, 369.84
2000-01-29, 369.26
2000-02-05, 369.09
2000-02-12, 369.57
2000-02-19, 369.36
2000-02-26, 369.52
2000-03-04, 370.02
2000-03-11, 370.00
2000-03-18, 370.89
2000-03-25, 370.77
2000-04-01, 370.95
2000-04-08, 371.72
2000-04-15, 371.82
2000-04-22, 372.01
2000-04-29, 371.28
2000-05-06, 371.27
2000-05-13, 371.74
2000-05-20, 371.92
2000-05-27, 371.82
2000-06-03, 371.89
2000-06-10, 371.62
2000-06-17, 371.73
2000-06-24, 371.32
2000-07-01, 370.87
2000-07-08, 370.08
2000-07-15, 370.20
2000-07-22, 369.76
2000-07-29, 369.01
2000-08-05, 368.77
2000-08-12, 368.37
2000-08-19, 367.69
2000-08-26, 367.16
2000-09-02, 367.19
2000-09-09, 366.75
2000-09-16, 366.26
2000-09-23, 366.25
2000-09-30, 366.45
2000-10-07, 366.33
2000-10-14, 366.66
2000-10-21, 366.70
2000-10-28, 367.37
2000-11-04, 367.69
2000-11-11, 368.02
2000-11-18, 368.67
2000-11-25, 368.33
2000-12-02, 369.01
2000-12-09, 369.66
2000-12-16, 369.32
2000-12-23, 369.56
2000-12-30, 369.82
2001-01-06, 369.86
2001-01-13, 370.27
2001-01-20, 370.01
2001-01-27, 370.83
2001-02-03, 371.37
2001-02-10, 371.20
2001-02-17, 371.74
2001-02-24, 371.25
2001-03-03, 372.26
2001-03-10, 372.23
2001-03-17, 372.14
2001-03-24, 371.89
2001-03-31, 372.10
2001-04-07, 372.74
2001-04-14, 372.76
2001-04-21, 373.09
2001-04-28, 372.83
2001-05-05, 373.75
2001-05-12, 374.00
2001-05-19, 373.77
2001-05-26, 373.97
2001-06-02, 373.92
2001-06-09, 373.19
2001-06-16, 372.90
2001-06-23, 372.96
2001-06-30, 372.82
2001-07-07, 372.21
2001-07-14, 371.43
2001-07-21, 371.28
2001-07-28, 370.68
2001-08-04, 369.99
2001-08-11, 369.62
2001-08-18, 369.35
2001-08-25, 369.07
2001-09-01, 368.53
2001-09-08, 368.26
2001-09-15, 368.10
2001-09-22, 367.53
2001-09-29, 367.48
2001-10-06, 367.85
2001-10-13, 367.65
2001-10-20, 368.15
2001-10-27, 368.84
2001-11-03, 368.79
2001-11-10, 368.95
2001-11-17, 369.76
2001-11-24, 370.36
2001-12-01, 370.43
2001-12-08, 370.95
2001-12-15, 371.26
2001-12-22, 371.43
2001-12-29, 371.59
2002-01-05, 371.86
2002-01-12, 372.18
2002-01-19, 372.96
2002-01-26, 372.38
2002-02-02, 372.77
2002-02-09, 372.85
2002-02-16, 372.76
2002-02-23, 373.32
2002-03-02, 373.21
2002-03-09, 373.39
2002-03-16, 373.29
2002-03-23, 373.43
2002-03-30, 374.22
2002-04-06, 374.42
2002-04-13, 374.47
2002-04-20, 374.98
2002-04-27, 375.40
2002-05-04, 375.71
2002-05-11, 374.88
2002-05-18, 375.17
2002-05-25, 375.85
2002-06-01, 375.71
2002-06-08, 375.59
2002-06-15, 375.05
2002-06-22, 375.43
2002-06-29, 374.40
2002-07-06, 374.55
2002-07-13, 374.06
2002-07-20, 373.61
2002-07-27, 373.09
2002-08-03, 372.86
2002-08-10, 371.66
2002-08-17, 370.96
2002-08-24, 370.80
2002-08-31, 370.05
2002-09-07, 371.32
2002-09-14, 371.09
2002-09-21, 370.38
2002-09-28, 369.90
2002-10-05, 369.61
2002-10-12, 369.97
2002-10-19, 370.99
2002-10-26, 370.37
2002-11-02, 371.60
2002-11-09, 371.48
2002-11-16, 372.01
2002-11-23, 372.62
2002-11-30, 372.58
2002-12-07, 373.25
2002-12-14, 373.37
2002-12-21, 374.09
2002-12-28, 374.53
2003-01-04, 374.42
2003-01-11, 374.39
2003-01-18, 374.75
2003-01-25, 374.82
2003-02-01, 375.16
2003-02-08, 374.74
2003-02-15, 375.63
2003-02-22, 376.29
2003-03-01, 375.75
2003-03-08, 375.82
2003-03-15, 375.69
2003-03-22, 376.37
2003-03-29, 376.75
2003-04-05, 376.74
2003-04-12, 377.23
2003-04-19, 378.04
2003-04-26, 378.39
2003-05-03, 378.04
2003-05-10, 377.42
2003-05-17, 378.72
2003-05-24, 378.64
2003-05-31, 378.22
2003-06-07, 378.33
2003-06-21, 377.28
2003-06-28, 377.79
2003-07-05, 376.37
2003-07-12, 376.99
2003-07-19, 376.64
2003-07-26, 375.92
2003-08-02, 375.41
2003-08-09, 374.61
2003-08-16, 374.00
2003-08-23, 374.41
2003-08-30, 373.42
2003-09-06, 373.03
2003-09-13, 372.70
2003-09-20, 373.02
2003-09-27, 372.97
2003-10-04, 372.81
2003-10-25, 373.27
2003-11-01, 373.44
2003-11-08, 373.70
2003-11-15, 374.39
2003-11-22, 375.15
2003-11-29, 374.66
2003-12-06, 374.41
2003-12-13, 376.09
2003-12-20, 375.99
2003-12-27, 376.37
2004-01-03, 376.11
2004-01-10, 376.11
2004-01-17, 376.95
2004-01-24, 377.23
2004-01-31, 377.43
2004-02-07, 377.41
2004-02-14, 376.94
2004-02-21, 377.29
2004-02-28, 377.61
2004-03-06, 377.99
2004-03-13, 379.34
2004-03-20, 378.41
2004-03-27, 378.44
2004-04-03, 380.03
2004-04-10, 380.35
2004-04-17, 380.50
2004-04-24, 380.65
2004-05-01, 380.22
2004-05-08, 380.98
2004-05-15, 380.45
2004-05-22, 380.27
2004-05-29, 380.60
2004-06-05, 379.56
2004-06-12, 379.94
2004-06-19, 379.24
2004-06-26, 379.01
2004-07-03, 378.38
2004-07-10, 377.98
2004-07-17, 377.28
2004-07-24, 376.94
2004-07-31, 377.30
2004-08-07, 376.50
2004-08-14, 375.78
2004-08-21, 375.64
2004-08-28, 374.57
2004-09-04, 373.77
2004-09-11, 374.51
2004-09-18, 374.09
2004-09-25, 373.75
2004-10-02, 373.96
2004-10-09, 373.90
2004-10-16, 374.00
2004-10-23, 374.53
2004-10-30, 374.97
2004-11-06, 375.01
2004-11-13, 376.08
2004-11-20, 376.41
2004-11-27, 376.08
2004-12-04, 377.04
2004-12-11, 377.32
2004-12-18, 377.45
2004-12-25, 377.63
2005-01-01, 378.01
2005-01-08, 378.16
2005-01-15, 378.31
2005-01-22, 378.29
2005-01-29, 378.61
2005-02-05, 378.97
2005-02-12, 379.26
2005-02-19, 380.20
2005-03-26, 380.54
2005-04-02, 382.04
2005-04-09, 382.22
2005-04-16, 381.32
2005-04-23, 382.05
2005-04-30, 382.35
2005-05-07, 381.48
2005-05-14, 382.50
2005-05-21, 382.11
2005-05-28, 382.55
2005-06-04, 382.33
2005-06-11, 382.28
2005-06-18, 382.09
2005-06-25, 381.45
2005-07-02, 381.12
2005-07-09, 380.87
2005-07-16, 380.60
2005-07-23, 380.32
2005-07-30, 379.83
2005-08-06, 379.17
2005-08-13, 378.94
2005-08-20, 378.37
2005-08-27, 377.66
2005-09-03, 377.79
2005-09-10, 376.29
2005-09-17, 376.10
2005-09-24, 375.92
2005-10-01, 376.30
2005-10-08, 376.41
2005-10-15, 377.08
2005-10-22, 377.28
2005-10-29, 377.21
2005-11-05, 377.73
2005-11-12, 378.03
2005-11-19, 378.71
2005-11-26, 378.74
2005-12-03, 379.38
2005-12-10, 380.06
2005-12-17, 380.05
2005-12-24, 380.10
2005-12-31, 380.40
2006-01-07, 381.25
2006-01-14, 381.38
2006-01-21, 381.54
2006-01-28, 381.44
2006-02-04, 382.00
2006-02-25, 381.83
2006-03-04, 382.36
2006-03-11, 382.52
2006-03-18, 382.71
2006-03-25, 382.51
2006-04-01, 382.93
2006-04-08, 384.62
2006-04-15, 384.64
2006-04-22, 384.68
2006-04-29, 384.59
2006-05-06, 384.88
2006-05-13, 384.84
2006-05-20, 385.31
2006-05-27, 384.27
2006-06-03, 384.26
2006-06-10, 384.28
2006-06-17, 384.03
2006-06-24, 383.52
2006-07-01, 382.97
2006-07-08, 382.75
2006-07-15, 381.24
2006-07-22, 381.78
2006-07-29, 381.52
2006-08-05, 381.18
2006-08-12, 380.60
2006-08-19, 380.17
2006-08-26, 379.73
2006-09-02, 379.48
2006-09-09, 378.63
2006-09-16, 378.76
2006-09-23, 378.46
2006-09-30, 378.96
2006-10-07, 378.75
2006-10-14, 379.11
2006-10-21, 379.19
2006-10-28, 379.54
2006-11-04, 379.64
2006-11-11, 379.78
2006-11-18, 379.95
2006-11-25, 381.39
2006-12-02, 381.28
2006-12-09, 381.57
2006-12-16, 381.77
2006-12-23, 381.93
2006-12-30, 381.73
2007-01-06, 382.61
2007-01-13, 382.32
2007-01-20, 381.81
2007-02-03, 383.06
2007-02-10, 383.57
2007-02-17, 384.19
2007-02-24, 383.73
2007-03-03, 383.68
2007-03-10, 383.61
2007-03-17, 384.25
2007-03-24, 384.93
2007-03-31, 385.90
2007-04-07, 385.43
2007-04-14, 386.27
2007-04-21, 386.97
2007-04-28, 386.39
2007-05-05, 385.82
2007-05-12, 386.51
2007-05-19, 386.00
2007-05-26, 386.90
2007-06-02, 386.57
2007-06-09, 386.20
2007-06-16, 386.26
2007-06-23, 384.92
2007-06-30, 384.82
2007-07-07, 384.89
2007-07-14, 384.72
2007-07-21, 383.94
2007-07-28, 383.38
2007-08-04, 382.48
2007-08-11, 381.69
2007-08-18, 381.57
2007-08-25, 381.64
2007-09-01, 381.66
2007-09-08, 380.71
2007-09-15, 380.72
2007-09-22, 380.90
2007-09-29, 380.77
2007-10-06, 380.65
2007-10-13, 380.65
2007-10-20, 381.07
2007-10-27, 381.33
2007-11-03, 381.73
2007-11-10, 381.89
2007-11-17, 382.40
2007-11-24, 382.88
2007-12-01, 382.87
2007-12-08, 383.28
2007-12-15, 383.76
2007-12-22, 383.87
2007-12-29, 384.01
2008-01-05, 384.33
2008-01-12, 384.38
2008-01-19, 385.44
2008-01-26, 386.03
2008-02-02, 386.16
2008-02-09, 385.69
2008-02-16, 385.55
2008-02-23, 385.21
2008-03-01, 384.85
2008-03-08, 385.85
2008-03-15, 385.61
2008-03-22, 386.14
2008-03-29, 386.67
2008-04-05, 387.97
2008-04-12, 385.87
2008-04-19, 386.35
2008-04-26, 387.16
2008-05-03, 386.91
2008-05-10, 388.87
2008-05-17, 388.81
2008-05-24, 388.51
2008-05-31, 388.46
2008-06-07, 388.13
2008-06-14, 387.76
2008-06-21, 387.51
2008-06-28, 388.08
2008-07-05, 387.05
2008-07-12, 386.08
2008-07-19, 385.70
2008-07-26, 385.93
2008-08-02, 384.87
2008-08-09, 384.65
2008-08-16, 383.87
2008-08-23, 383.52
2008-08-30, 383.13
2008-09-06, 383.15
2008-09-13, 383.33
2008-09-20, 382.95
2008-09-27, 382.89
2008-10-04, 382.63
2008-10-11, 382.69
2008-10-18, 382.93
2008-10-25, 382.91
2008-11-01, 383.58
2008-11-08, 383.58
2008-11-15, 384.00
2008-11-22, 384.29
2008-11-29, 384.43
2008-12-06, 384.75
2008-12-13, 384.87
2008-12-20, 385.12
2008-12-27, 385.77
2009-01-03, 385.98
2009-01-10, 386.51
2009-01-17, 386.61
2009-01-24, 387.02
2009-01-31, 387.23
2009-02-07, 386.49
2009-02-14, 387.42
2009-02-21, 387.38
2009-02-28, 387.46
2009-03-07, 388.52
2009-03-14, 388.62
2009-03-21, 388.41
2009-03-28, 389.15
2009-04-04, 389.37
2009-04-11, 389.71
2009-04-18, 388.65
2009-04-25, 390.34
2009-05-02, 390.14
2009-05-09, 389.86
2009-05-16, 390.28
2009-05-23, 390.74
2009-05-30, 389.33
2009-06-06, 390.44
2009-06-13, 389.99
2009-06-20, 388.87
2009-06-27, 388.70
2009-07-04, 388.29
2009-07-11, 388.66
2009-07-18, 388.01
2009-07-25, 387.46
2009-08-01, 387.14
2009-08-08, 386.65
2009-08-15, 385.25
2009-08-22, 386.04
2009-08-29, 385.63
2009-09-05, 385.28
2009-09-12, 384.47
2009-09-19, 384.59
2009-09-26, 384.50
2009-10-03, 383.41
2009-10-10, 384.27
2009-10-17, 384.55
2009-10-24, 384.79
2009-10-31, 385.17
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, 390.92
2010-02-13, 389.78
2010-02-20, 390.84
2010-02-27, 389.38
2010-03-06, 391.08
2010-03-13, 391.37
2010-03-20, 391.56
2010-03-27, 390.09
2010-04-03, 391.16
2010-04-10, 391.61
2010-04-17, 393.28
2010-04-24, 393.28
2010-05-01, 393.01
2010-05-08, 392.99
2010-05-15, 393.15
2010-05-22, 393.57
2010-05-29, 393.04
2010-06-05, 393.10
2010-06-12, 392.37
2010-06-19, 391.75
2010-06-26, 391.48
2010-07-03, 391.03
2010-07-10, 390.22
2010-07-17, 389.92
2010-07-24, 390.13
2010-07-31, 389.51
2010-08-07, 389.07
2010-08-14, 388.77
2010-08-21, 388.13
2010-08-28, 387.44
2010-09-04, 386.92
2010-09-11, 386.86
2010-09-18, 386.98
2010-09-25, 386.88
2010-10-02, 386.76
2010-10-09, 386.99
2010-10-16, 387.04
2010-10-23, 387.83
2010-10-30, 387.81
2010-11-06, 387.98
2010-11-13, 388.29
2010-11-20, 389.14
2010-11-27, 389.62
2010-12-04, 389.90
2010-12-11, 389.78
2010-12-18, 389.61
2010-12-25, 389.99
2011-01-01, 390.53
2011-01-08, 391.64
2011-01-15, 391.09
2011-01-22, 391.28
2011-01-29, 392.03
2011-02-05, 391.93
2011-02-12, 391.55
2011-02-19, 391.86
2011-02-26, 392.54
2011-03-05, 391.63
2011-03-12, 391.97
2011-03-19, 392.47
2011-03-26, 394.15
2011-04-02, 393.44
2011-04-09, 392.75
2011-04-16, 393.77
2011-04-23, 393.26
2011-04-30, 393.63
2011-05-07, 393.40
2011-05-14, 393.89
2011-05-21, 395.17
2011-05-28, 394.54
2011-06-04, 394.13
2011-06-11, 393.47
2011-06-18, 393.97
2011-06-25, 393.42
2011-07-02, 393.36
2011-07-09, 393.66
2011-07-16, 392.69
2011-07-23, 391.18
2011-07-30, 391.82
2011-08-06, 390.80
2011-08-13, 390.57
2011-08-20, 389.86
2011-08-27, 389.44
2011-09-03, 389.28
2011-09-10, 389.22
2011-09-17, 389.19
2011-09-24, 388.90
2011-10-01, 388.95
2011-10-08, 388.78
2011-10-15, 388.96
2011-10-22, 389.15
2011-10-29, 389.50
2011-11-05, 389.70
2011-11-12, 390.29
2011-11-19, 390.49
2011-11-26, 390.83
2011-12-03, 391.14
2011-12-10, 391.76
2011-12-17, 392.30
2011-12-24, 392.14
2011-12-31, 392.32
2012-01-07, 392.99
2012-01-14, 393.67
2012-01-21, 393.10
2012-01-28, 393.09
2012-02-04, 392.49
2012-02-11, 393.51
2012-02-18, 394.04
2012-02-25, 393.69
2012-03-03, 394.24
2012-03-10, 393.45
2012-03-17, 394.87
2012-03-24, 395.23
2012-03-31, 394.98
2012-04-07, 396.53
2012-04-14, 396.46
2012-04-21, 396.64
2012-04-28, 396.78
2012-05-05, 397.17
2012-05-12, 397.37
2012-05-19, 396.65
2012-05-26, 396.37
2012-06-02, 396.12
2012-06-09, 396.11
2012-06-16, 395.95
2012-06-23, 395.82
2012-06-30, 395.50
2012-07-07, 394.94
2012-07-14, 394.67
2012-07-21, 394.43
2012-07-28, 393.68
2012-08-04, 393.47
2012-08-11, 393.00
2012-08-18, 392.38
2012-08-25, 391.77
2012-09-01, 392.05
2012-09-08, 391.08
2012-09-15, 391.10
2012-09-22, 391.09
2012-09-29, 391.06
2012-10-20, 391.36
2012-10-27, 391.54
2012-11-03, 391.83
2012-11-10, 392.84
2012-11-17, 393.50
2012-11-24, 393.44
2012-12-01, 393.69
2012-12-08, 394.13
2012-12-15, 394.54
2012-12-22, 394.92
2012-12-29, 394.70
2013-01-05, 395.08
2013-01-12, 395.66
2013-01-19, 396.30
2013-01-26, 395.73
2013-02-02, 396.48
2013-02-09, 396.55
2013-02-16, 397.41
2013-02-23, 396.97
2013-03-02, 397.23
2013-03-09, 396.73
2013-03-16, 397.34
2013-03-23, 397.30
2013-03-30, 398.49
2013-04-06, 398.14
2013-04-13, 397.52
2013-04-20, 398.86
2013-04-27, 399.43
2013-05-04, 399.73
2013-05-11, 399.86
2013-05-18, 400.12
2013-05-25, 400.30
2013-06-01, 399.52
2013-06-08, 399.00
2013-06-15, 398.66
2013-06-22, 398.58
2013-06-29, 398.73
2013-07-06, 397.64
2013-07-13, 397.57
2013-07-20, 396.92
2013-07-27, 397.06
2013-08-03, 396.69
2013-08-10, 395.63
2013-08-17, 395.32
2013-08-24, 394.81
2013-08-31, 394.41
2013-09-07, 393.60
2013-09-14, 393.33
2013-09-21, 393.61
2013-09-28, 393.30
2013-10-05, 393.54
2013-10-12, 393.60
2013-10-19, 394.01
2013-10-26, 394.21
2013-11-02, 394.47
2013-11-09, 395.33
2013-11-16, 394.93
2013-11-23, 395.74
2013-11-30, 396.14
2013-12-07, 396.35
2013-12-14, 396.60
2013-12-21, 397.38
2013-12-28, 397.67
2014-01-04, 397.98
2014-01-11, 397.90
2014-01-18, 398.21
2014-01-25, 397.84
2014-02-01, 398.10
2014-02-08, 398.06
2014-02-15, 397.87
2014-02-22, 398.32
2014-03-01, 398.01
2014-03-08, 398.97
2014-03-15, 400.78
2014-03-22, 399.72
2014-03-29, 400.44
2014-04-05, 401.43
2014-04-12, 401.32
2014-04-19, 401.41
2014-04-26, 401.53
2014-05-03, 401.84
2014-05-10, 401.61
2014-05-17, 402.29
2014-05-24, 401.54
2014-05-31, 402.23
2014-06-07, 401.65
2014-06-14, 401.41
2014-06-21, 401.32
2014-06-28, 400.68
2014-07-05, 400.17
2014-07-12, 399.68
2014-07-19, 398.63
2014-07-26, 397.95
2014-08-02, 397.95
2014-08-09, 397.55
2014-08-16, 397.32
2014-08-23, 396.84
2014-08-30, 396.46
2014-09-06, 396.44
2014-09-13, 394.88
2014-09-20, 395.41
2014-09-27, 395.64
2014-10-04, 395.66
2014-10-11, 395.57
2014-10-18, 395.81
2014-10-25, 396.00
2014-11-01, 396.61
2014-11-08, 396.99
2014-11-15, 397.43
2014-11-22, 397.33
2014-11-29, 398.20
2014-12-06, 398.35
2014-12-13, 399.02
2014-12-20, 399.19
2014-12-27, 399.11
2015-01-03, 400.02
2015-01-10, 399.96
2015-01-17, 399.82
2015-01-24, 400.07
2015-01-31, 400.28
2015-02-07, 400.10
2015-02-14, 400.23
2015-02-21, 400.45
2015-02-28, 401.11
2015-03-07, 401.71
2015-03-14, 401.88
2015-03-21, 400.87
2015-03-28, 402.59
2015-04-04, 402.83
2015-04-11, 403.97
2015-04-18, 403.88
2015-04-25, 403.26
2015-05-02, 404.01
2015-05-09, 404.02
2015-05-16, 404.24
2015-05-23, 403.78
2015-05-30, 403.74
2015-06-06, 403.38
2015-06-13, 402.65
2015-06-20, 402.56
2015-06-27, 402.29
2015-07-04, 402.18
2015-07-11, 401.64
2015-07-18, 400.95
2015-07-25, 401.22
2015-08-01, 398.67
2015-08-08, 399.14
2015-08-15, 399.05
2015-08-22, 398.96
2015-08-29, 398.73
2015-09-05, 398.09
2015-09-12, 397.03
2015-09-19, 397.50
2015-09-26, 397.35
2015-10-03, 397.67
2015-10-10, 398.44
2015-10-17, 398.54
2015-10-24, 398.36
2015-10-31, 398.80
2015-11-07, 399.46
2015-11-14, 400.68
2015-11-21, 400.35
2015-11-28, 400.76
2015-12-05, 400.84
2015-12-12, 402.33
2015-12-19, 402.25
2015-12-26, 401.94
2016-01-02, 402.18
2016-01-09, 402.16
2016-01-16, 402.61
2016-01-23, 403.20
2016-01-30, 402.72
2016-02-06, 404.91
2016-02-13, 403.15
2016-02-20, 404.52
2016-02-27, 403.91
2016-03-05, 403.92
2016-03-12, 404.45
2016-03-19, 404.94
2016-03-26, 406.09
2016-04-02, 405.64
2016-04-09, 408.49
2016-04-16, 408.09
2016-04-23, 407.63
2016-04-30, 407.77
2016-05-07, 407.44
2016-05-14, 407.48
2016-05-21, 407.34
2016-05-28, 407.85
2016-06-04, 407.46
2016-06-11, 406.93
2016-06-18, 406.95
2016-06-25, 406.33
2016-07-02, 405.89
2016-07-09, 404.86
2016-07-16, 403.57
2016-07-23, 403.64
2016-07-30, 403.69
2016-08-06, 403.15
2016-08-13, 402.04
2016-08-20, 401.71
2016-08-27, 401.36
2016-09-03, 401.20
2016-09-10, 401.06
2016-09-17, 401.18
2016-09-24, 400.78
2016-10-01, 400.75
2016-10-08, 401.13
2016-10-15, 401.63
2016-10-22, 401.75
2016-10-29, 402.31
2016-11-05, 403.08
2016-11-12, 403.06
2016-11-19, 403.88
2016-11-26, 404.37
2016-12-03, 404.09
2016-12-10, 404.21
2016-12-17, 404.56
2016-12-24, 404.59
2016-12-31, 405.31
2017-01-07, 405.88
2017-01-14, 405.84
2017-01-21, 406.30
2017-01-28, 406.28
2017-02-04, 406.13
2017-02-11, 405.95
2017-02-18, 406.10
2017-02-25, 408.00
2017-03-04, 406.99
2017-03-11, 406.46
2017-03-18, 406.66
2017-03-25, 407.82
2017-04-01, 408.59
2017-04-08, 407.12
2017-04-15, 409.05
2017-04-22, 409.82
2017-04-29, 408.98
2017-05-06, 409.47
2017-05-13, 409.76
2017-05-20, 410.11
2017-05-27, 409.82
2017-06-03, 409.61
2017-06-10, 409.55
2017-06-17, 408.76
2017-06-24, 408.36
2017-07-01, 407.70
2017-07-08, 407.61
2017-07-15, 407.04
2017-07-22, 406.70
2017-07-29, 406.43
2017-08-05, 405.86
2017-08-12, 405.48
2017-08-19, 404.75
2017-08-26, 404.47
2017-09-02, 404.03
2017-09-09, 403.32
2017-09-16, 403.37
2017-09-23, 402.88
2017-09-30, 402.66
2017-10-07, 403.12
2017-10-14, 403.53
2017-10-21, 403.98
2017-10-28, 404.18
2017-11-04, 404.21
2017-11-11, 404.44
2017-11-18, 405.46
2017-11-25, 406.29
2017-12-02, 406.78
2017-12-09, 406.09
2017-12-16, 406.43
2017-12-23, 407.00
2017-12-30, 407.17
2018-01-06, 407.89
2018-01-13, 408.01
2018-01-20, 408.20
2018-01-27, 407.98
2018-02-03, 407.53
2018-02-10, 408.73
2018-02-17, 408.38
2018-02-24, 408.64
2018-03-03, 408.96
2018-03-10, 409.52
2018-03-17, 408.74
2018-03-24, 409.73
2018-03-31, 409.63
2018-04-07, 409.34
2018-04-14, 410.04
2018-04-21, 411.29
2018-04-28, 410.51
2018-05-05, 409.68
2018-05-12, 411.55
2018-05-19, 411.36
2018-05-26, 411.74
2018-06-02, 411.08
2018-06-09, 411.18
2018-06-16, 410.50
2018-06-23, 410.75
2018-06-30, 410.13
2018-07-07, 409.21
2018-07-14, 409.01
2018-07-21, 408.42
2018-07-28, 408.01
2018-08-04, 407.28
2018-08-11, 407.21
2018-08-18, 407.00
2018-08-25, 406.56
2018-09-01, 405.92
2018-09-08, 405.54
2018-09-15, 405.53
2018-09-22, 405.63
2018-09-29, 405.49
2018-10-06, 405.49
2018-10-13, 405.85
2018-10-20, 406.35
2018-10-27, 406.44
2018-11-03, 406.76
2018-11-10, 407.62
2018-11-17, 409.03
2018-11-24, 408.39
2018-12-01, 408.50
2018-12-08, 408.85
2018-12-15, 409.51
2018-12-22, 409.66
2018-12-29, 409.20
2019-01-05, 410.25
2019-01-12, 409.66
2019-01-19, 412.24
2019-01-26, 410.84
2019-02-02, 410.91
2019-02-09, 412.05
2019-02-16, 411.72
2019-02-23, 411.39
2019-03-02, 412.01
2019-03-09, 412.19
2019-03-16, 412.77
2019-03-23, 410.69
2019-03-30, 412.16
2019-04-06, 412.57
2019-04-13, 413.30
2019-04-20, 413.88
2019-04-27, 414.21
2019-05-04, 414.35
2019-05-11, 414.88
2019-05-18, 415.01
2019-05-25, 414.59
2019-06-01, 414.14
2019-06-08, 414.38
2019-06-15, 413.77
2019-06-22, 413.61
2019-06-29, 413.31
2019-07-06, 412.62
2019-07-13, 412.23
2019-07-20, 411.69
2019-07-27, 410.25
2019-08-03, 410.44
2019-08-10, 410.41
2019-08-17, 409.98
2019-08-24, 409.45
2019-08-31, 409.25
2019-09-07, 408.73
2019-09-14, 408.54
2019-09-21, 408.43
2019-09-28, 408.21
2019-10-05, 407.92
2019-10-12, 408.54
2019-10-19, 408.71
2019-10-26, 408.72
2019-11-02, 409.79
2019-11-09, 410.08
2019-11-16, 409.92
2019-11-23, 410.41
2019-11-30, 410.85
2019-12-07, 411.20
2019-12-14, 411.60
2019-12-21, 412.23
2019-12-28, 412.63
2020-01-04, 413.12
2020-01-11, 413.32
2020-01-25, 413.29
2020-02-01, 413.93
2020-02-08, 414.76
2020-02-15, 413.74
2020-02-22, 414.14
2020-02-29, 413.87
2020-03-07, 413.93
2020-03-14, 414.23
2020-03-21, 414.57
2020-03-28, 415.50
2020-04-04, 415.54
2020-04-11, 416.40
2020-04-18, 416.54
2020-04-25, 415.79
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, 417.38
2022-01-15, 418.03
2022-01-22, 418.33
2022-01-29, 419.08
2022-02-05, 418.74
2022-02-12, 418.90
2022-02-19, 418.79
2022-02-26, 419.55
2022-03-05, 418.35
2022-03-12, 418.56
2022-03-19, 417.95
2022-03-26, 419.00
2022-04-02, 419.91
2022-04-09, 419.38
2022-04-16, 420.57
2022-04-23, 420.11
2022-04-30, 419.81
2022-05-07, 419.64
2022-05-14, 421.36
2022-05-21, 420.55
2022-05-28, 421.34
2022-06-04, 421.18
2022-06-11, 420.90
2022-06-18, 420.45
2022-06-25, 420.16
2022-07-02, 419.89
2022-07-09, 418.92
2022-07-16, 418.47
2022-07-23, 418.02
2022-07-30, 417.64
2022-08-06, 417.42
2022-08-13, 416.84
2022-08-20, 416.24
2022-08-27, 416.11
2022-09-03, 415.74
2022-09-10, 415.85
2022-09-17, 415.75
2022-09-24, 414.82
2022-10-01, 415.12
2022-10-08, 414.85
2022-10-15, 415.31
2022-10-22, 415.60
2022-10-29, 416.07
2022-11-05, 416.30
2022-11-12, 416.81
2022-11-19, 417.41
2022-11-26, 417.73
2022-12-17, 418.41
2022-12-24, 419.29
2022-12-31, 419.19
2023-01-07, 419.09
2023-01-14, 419.32
2023-01-21, 419.18
2023-01-28, 419.66
2023-02-04, 419.68
2023-02-11, 420.63
2023-02-18, 420.19
2023-02-25, 420.76
2023-03-04, 421.12
2023-03-11, 420.19
2023-03-18, 419.96
2023-03-25, 420.87
2023-04-01, 421.33
2023-04-08, 422.20
2023-04-15, 423.02
2023-04-22, 422.99
2023-04-29, 423.95
2023-05-06, 423.76
2023-05-13, 423.78
2023-05-20, 422.77
2023-05-27, 424.44
2023-06-03, 424.40
2023-06-10, 424.01
2023-06-17, 422.93
2023-06-24, 422.21
2023-07-01, 422.80
module3/exo3/review_1_module3_exo3_exercice.ipynb 0 → 100644
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