petit ajout de l'histogramme

module2/exo3/exercice_fr.Rmd

@@ -34,4 +34,12 @@ ggplot(data, aes(x, y)) +
   geom_line(color="blue")
 ```
 
+### Histogramme avec ggplot2
+```{r}
+ggplot(data, aes(y)) + 
+  geom_histogram(color="black", 
+                 fill="blue",
+                 binwidth = 2.5,
+                 alpha=0.5)
+```
 

module2/exo3/exercice_fr.html

@@ -387,6 +387,15 @@ ggplot(data, aes(x, y)) +
   geom_line(color=&quot;blue&quot;)</code></pre>
 <p><img 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" width="672" /></p>
 </div>
+<div id="histogramme-avec-ggplot2" class="section level3">
+<h3>Histogramme avec ggplot2</h3>
+<pre class="r"><code>ggplot(data, aes(y)) + 
+  geom_histogram(color=&quot;black&quot;, 
+                 fill=&quot;blue&quot;,
+                 binwidth = 2.5,
+                 alpha=0.5)</code></pre>
+<p><img 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mKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+I9BBdmKhio1A23Rt8dK0mMi+rxDoT/74fH7r3Y/rD88+vH8+3/4BgRrpTjYCbdO1xUvTYiL7vkCgPzhveet7L//w+fvbH776QwSaWahiI9A2XVu8NC0msu+6QB+f3/qT58+fPChpPjy/8/HLP7zzUwQaWahiI9A2XVu8NC0msu+yQJ89OH/n5a8vXnq++PWz+5tGP3+/Xo8iUCPdyUagbbq2eGlaTGTfZYF+/v7N2/WH528/f/7o/LXtD49e/gGBGuFHPjkCbS9emhYT2XdZoK+yCfRhvRx98b7+awg0slDFRqBturZ4aVpMZN+XCXR71/7swc1b98/u334R9Cs3af8/JnE5nd7zxQp/QXcvnyjpP77tzTsCJQuCQMlB0358j7ePMb0m0MsPMnleYB/5jaxKd7J5C9+ma4uXpsVE9n2RQB/ff+vlFz9/yStQBOqiO9kItE3XFi9Ni4ns+xqBPrr5GD0C/QI7sVDFRqBturZ4aVpMZN+XCPQH59uPffKv8K+zEwtVbATapmuLl6bFRPZ9gUCfPTy/ffsFz9vPf/I50L8PLVSxEWibri1emhYT2fcFAn342vdt8p1Ir7MTC1VsBNqma4uXpsVE9l0X6KPXv+/92YPz23wv/C07sVDFRqBturZ4aVpMZN9lgd78+KWXefllzyf8NKafsxMLVWwE2qZri5emxUT2XRbo4/MXBPr8yYcvfvfu5etPBLo/3clGoG26tnhpWkxk32WB3jWe4x1ZIyrdyUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbq2eGlaTGTfEeggO7FQxUagbbo1zqcu5p+7QAm5a06n93yxwt8zC9T95A8fXoGuZCf+F7nYvAI10UW486mL+ef+CtRzvCNrRKU72QjURBfhzqcuBoHOnM/E3diJhSo2AjXRRbjzqYtBoDPnM3E3dmKhio1ATXQR7nzqYhDozPlM3I2dWKhiI1ATXYQ7n7oYBDpzPhN3YycWqtgI1EQX4c6nLgaBzpzPxN3YiYUqNgI10UW486mLQaAz5zNxN3ZioYqNQE10Ee586mKuWaBP/+zf/PjVHz79xr/68S/9v0Kgl+zEQhUbgZroItz51MVcs0B/9vVf+6tf/gcE+v9iJxaq2AjURBfhzqcu5jAC/fQeAr0jO7FQxUagJroIdz51MVcq0J99/Re/YfbLvIW/GzuxUMVGoCa6CHc+dTFXKtDnn/yiQL/V8CcC3Z3uZCNQE12EO5+6mGsV6NP/8s1vfuPeG7/5zdv87l92/IlAd6c72QjURBfhzqcu5loF+jLNfzdCoEb4kU+OQNt0Ee586mKuWaBf+BgTAr0zO7FQxUagJroIdz51Mdcs0BXxHO/IGlHpTjYCNdFFuPOpi7l+gf7Nbf4Wgd6NnVioYiNQE12EO5+6mOsW6D/86Wv/Cs/nQO/ITixUsRGoiS7CnU9dzFUL9IufBkWgd2QnFqrYCNREF+HOpy7mqgX6o9PpS7/7327z3/kg/d3YiYUqNgI10UW486mLuWaBPv3g9BsNZyJQI/zIJ0egbboIdz51Mdcs0J99/Y3vItBfnZ1YqGIjUBNdhDufupjrFigfpO+wEwtVbARqootw51MXc80CffoBr0A77MRCFRuBmugi3PnUxVyzQJ//6PTbCPRXZycWqtgI1EQX4c6nLuaqBfriJejvI9BfmZ1YqGIjUBNdhDufuphrFujTP/vG6fTzH8jU+sZ4z/GOrBGV7mQjUBNdhDufuphrFujFT1Xmg/R3ZCcWqtgI1EQX4c6nLgaBzpzPxN3YiYUqNgI10UW486mLuWaBrojneEfWiEp3shGoiS7CnU9dDAKdOZ+Ju7ETC1VsBGqii3DnUxeDQGfOZ+Ju7MRCFRuBmugi3PnUxVy1QP/xb14PPw/0juzEQhUbgZroItz51MVcs0D5R6QeO7FQxUagJroIdz51MQh05nwm7sZOLFSxEaiJLsKdT13MNQv06V/f/ijQf/87pzf+Iz8P9I7sxEIVG4Ga6CLc+dTFXLNAX8+n977c+l/o9BzvyBpR6U42AjXRRbjzqYs5ikC7P1jEc7wja0SlO9kI1EQX4c6nLuYwAm2+BPUc78gaUelONgI10UW486mLOYxAmz9d2XO8I2tEpTvZCNREF+HOpy7mMAL99B4CvSM7sVDFRqAmugh3PnUxRxHo049OvIW/IzuxUMVGoCa6CHc+dTHXLNCnf3b7o0C/+Y17J/4R6a7sxEIVG4Ga6CLc+dTFXLNAv/hBej7GdFd2YqGKjUBNdBHufOpijiLQX/+9lj8R6O50JxuBmugi3PnUxVyzQFfEc7wja0SlO9kI1EQX4c6nLgaBzpzPxN3YiYUqNgI10UW486mLQaAz5zNxN3ZioYqNQE10Ee586mKuXaD/+Bdvnk5vvPl7rR8GikANdCcbgZroItz51MVcuUB/9OpfkVofYkKg+9OdbARqootw51MXc90CfenPX//Nb37jX7QN6jnekTWi0p1sBGqii3DnUxdz1QL99N7py9/ffvcPH5ze+C4CvRs7sVDFRqAmugh3PnUxVy3Q17598+kHp99AoHdjJxaq2AjURBfhzqcu5poF+vSD11518uPs7sxOLFSxEaiJLsKdT13MNQv0Cz/Bjh9nd2d2YqGKjUBNdBHufOpiEOjM+UzcjZ1YqGIjUBNdhDufuphrFujTD07fevWHT/hxdndlJxaq2AjURBfhzqcu5poFyj8i9diJhSo2AjXRRbjzqYu5aoF+eu/0pb/cfve/f4ePMd2ZnVioYiNQE12EO5+6mKsWaH0j0oYzSmYAAB3XSURBVJtvvtn/ViTP8Y6sEZXuZCNQE12EO5+6mOsW6PP/ee/mOznf+P2WPxHo7nQnG4Ga6CLc+dTFXLlAnz/9X9948Qr0N/9T78cpI9D96U42AjXRRbjzqYu5doGq8RzvyBpR6U42AjXRRbjzqYtBoDPnM3E3dmKhio1ATXQR7nzqYo4h0L9BoL8CO7FQxUagJroIdz51MVcu0Kd/8S//avtfl/ut7yPQu7ITC1VsBGqii3DnUxdz3QL95N7p10qgpze+9U/83yDQS3ZioYqNQE10Ee586mKuWqCf3rv5n4P/6z+9xwfp78xOLFSxEaiJLsKdT13MVQv0o9OXvn/zW76V8+7sxEIVG4Ga6CLc+dTFXLNAf/b1L/w8UH4a0x3ZiYUqNgI10UW486mLuW6B8uPsOuzEQhUbgZroItz51MVct0B5BdphJxaq2AjURBfhzqcu5poF+vyj177u+RFfA70rO7FQxUagJroIdz51MVct0E9Op9/62+13//ifT6fW55g8xzuyRlS6k41ATXQR7nzqYq5aoC9edp5Ob7z55psvfyZT6wUoAt2d7mQjUBNdhDufupjrFujT/3q6/XF2/7blTwS6O93JRqAmugh3PnUx1y3QVz/O7j/w4+zuzk4sVLERqIkuwp1PXcy1C1SN53hH1ohKd7IRqIkuwp1PXQwCnTmfibuxEwtVbARqootw51MXg0BnzmfibuzEQhUbgZroItz51MUg0JnzmbgbO7FQxUagJroIdz51MQh05nwm7sZOLFSxEaiJLsKdT10MAp05n4m7sRMLVWwEaqKLcOdTF4NAZ85n4m7sxEIVG4Ga6CLc+dTFINCZ85m4G/vAhTp5I3kAgbbhWuMO3Pc+FoHOsQ9cKATaZSNQTxDozPlM3I194EJpF9lrEQTahmuNO3Df+1gEOsc+cKEQaJeNQD1BoDPnM3E39oELhUC7bATqCQKdOZ+Ju7EPXCgE2mUjUE8Q6Mz5TNyNfeBCIdAuG4F6gkBnzmfibuwDFwqBdtkI1BMEOnM+E3djH7hQCLTLRqCeINCZ85m4G/vAhUKgXTYC9QSBzpzPxN3YBy4UAu2yEagnCHTmfCbuxj5woRBol41APUGgM+czcTf2gQuFQLtsBOoJAp05n4m7sQ9cKATaZSNQTxDozPlM3I194EIh0C4bgXqCQGfOZ+Ju7AMXCoF22QjUEwQ6cz4Td2MfuFAItMtGoJ4g0Jnzmbgb+8CFQqBdNgL1BIHOnM/E3dgHLhQC7bIRqCcIdOZ8Ju7GPnChEGiXjUA9QaAz5zNxN/aBC4VAu2wE6gkCnTmfibuxD1woBNplI1BPEOjM+UzcjX3gQiHQLhuBeoJAZ85n4m7sAxcKgXbZCNQTBDpzPhN3Yx+4UAi0y0agniDQmfOZuBv7wIVCoF02AvUEgc6cz8Td2AcuFALtshGoJwh05nwm7sY+cKEQaJeNQD1BoDPnM3E39oELhUC7bATqCQKdOZ+Ju7EPXCgE2mUjUE8Q6Mz5TNyNfeBCIdAuG4F6gkBnzmfibuwDFwqBdtkI1BMEOnM+E3djH7hQCLTLRqCeINCZ85m4G/vAhUKgXTYC9QSBzpzPxN3YBy4UAu2yEagnCHTmfCbuxj5woRBol41APUGgM+czcTf2gQuFQLtsBOoJAp05n4m7sQ9cKATaZSNQTxDozPlM3I194EIh0C4bgXqCQGfOZ+Ju7AMXCoF22QjUEwQ6cz4Td2MfuFAItMtGoJ4g0Jnzmbgb+8CFQqBdNgL1BIHOnM/E3dgHLhQC7bIRqCcIdOZ8Ju7GPnChEGiXjUA9QaAz5zNxN/aBC4VAu2wE6gkCnTmfibuxD1woBNplI1BPEOjM+UzcjX3gQiHQLhuBeoJAZ85n4m7sAxcKgXbZCNQTBDpzPhN3Yx+4UAi0y0agniDQmfOZuBv7wIVCoF02AvUEgc6cz8Td2AcuFALtshGoJwh05nwm7sY+cKEQaJeNQD05tkA/f/9rN7979uH98/ndjxHosQuFQLtsBOrJsQX68Py1W5OeX+arP0Sghy4UAu2yEagnRxbos4fnW4E+PL/z8fMnD87v/BSBHrlQCLTLRqCeHFigP/mj861AP7u/vfb8/P23vodAj1woBNplI1BPjivQR+fzH/zdjUAfvfr12wj0yIVCoF02AvXkwAJ9+8+fP74R58Pzd7Zfb/+MQH10aRqBdtkI1JPjCvQ1YT57cPPW/bP7t18E/cpNmv+PiSen03u+5MLdR7fG3fkVQaBkS67DECgC7WedQC8/yOR5gc1b+GZ4C99lH/otvAYX9+7sex87JdDLzzF5jodAm0GgXTYC7cKdfe9jEegcG4F275I0jkBNcASqCpR/hf8CG4F275I0jkBNcAQqC/T28598DvTvEahwl6RxBGqCI1BZoHwn0utsBNq9S9I4AjXBEags0GcPzm/zvfC3bATavUvSOAI1wRGoLNDnT/hpTD9nI9DuXZLGEagJjkB1gT5/8uELf757+foTge5Pl6YRaJeNQLtwZ9/72DUC/f/HczwE2gwC7bIRaBfu7Hsfi0Dn2Ai0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZCLR7l6RxBGqCI1AEupSNQLt3SRpHoCY4AkWgS9kItHuXpHEEaoIjUAS6lI1Au3dJGkegJjgCRaBL2Qi0e5ekcQRqgiNQBLqUjUC7d0kaR6AmOAJFoEvZqsOs8V0lBNqnW+EIFIEuZSPQ7l2SxhGoCY5AEehStvNdtPUuIVAX3QpHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoAh0KRuBOuAI1AVHoIMCJb9qTqf3fAEeSDfD3RduRXgFupLNK1AHnFegLjivQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAuOQBHoUjYCdcARqAsu7t2b9iVHoGNsBOqAI1AXHIEi0KVsBOqAI1AX3Ll3+ejtS45Ax9gI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44AkWgS9kI1AFHoC44Ar0+gZ6SYy2UxEagJroVjkAR6FXFWiiJjUBNdCscgV6jQI1r5S512QjURLfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCESgCvdiqxo69SwjURbfCEegCgT778P75/O7HCDT5LiFQF90KR6C6QD9///wyX/0hAg2+SwjURbfCEagu0Ifndz5+/uTB+Z2fItDcu4RAXXQrHIHKAv3s/vba8/P33/oeAs29SwjURbfCEags0Efnr938+m0EmnuXEKiLboUjUFmgD8/f2X59fCNSBOqjG+EI1EW3whGoKtBnD27eun92//aLoF+5SfP/44kQQsajme+Vr7RxBEoIOWI0873ylTb+mkAvP8jUfIWsxsXd2E548MmDj+6FJx59TKCXn2PyHI+75GEjUBPdCk88OgIdZCcWqtgI1ES3whOPvlag6/8VXj6fibuxEwtVbARqolvhiUdfLNDbz38u+xyofD4Td2MnFqrYCNREt8ITj75YoMu/E0k+n4m7sRMLVWwEaqJb4YlHXyzQZw/Oby/9Xnj5fCbuxk4sVLERqIluhScefbFAnz9Z/NOY5POZuBs7sVDFRqAmuhWeePTVAn3+5MMX/nz38vUnAt2f7mQjUBPdCk88+nKB/lPxHI+75GEjUBPdCk88OgIdZCcWqtgI1ES3whOPjkAH2YmFKjYCNdGt8MSjI9BBdmKhio1ATXQrPPHoCHSQnVioYiNQE90KTzw6Ah1kJxaq2AjURLfCE4+OQAfZiYUqNgI10a3wxKMj0EF2YqGKjUBNdCs88egIdJCdWKhiI1AT3QpPPDoCHWQnFqrYCNREt8ITj45AB9mJhSo2AjXRrfDEoyPQQXZioYqNQE10Kzzx6Ah0kJ1YqGIjUBPdCk88OgIdZCcWqtgI1ES3whOPjkAH2YmFKjYCNdGt8MSjI9BBdmKhio1ATXQrPPHoCHSQnVioYiNQE90KTzw6Ah1kJxaq2AjURLfCE4+OQAfZiYUqNgI10a3wxKMj0EF2YqGKjUBNdCs88egIdJCdWKhiI1AT3QpPPDoCHWQnFqrYCNREt8ITj45AB9mJhSo2AjXRrfDEoyPQQXZioYqNQE10Kzzx6Ah0kJ1YqGIjUBPdCk88OgIdZCcWqtgI1ES3whOPjkAH2YmFKjYCNdGt8MSjI9BBdmKhio1ATXQrPPHoCHSQnVioYiNQE90KTzz6bgINzFe+4v4buJJ7co6eHQS6MLmFyj05R88OAl2Y3ELlnpyjZweBLkxuoXJPztGzg0AXJrdQuSfn6NlBoAuTW6jck3P07CDQhcktVO7JOXp2EOjC5BYq9+QcPTsIlBBCmkGghBDSDAIlhJBmECghhDSDQAkhpBkESgghzSBQQghpBoESQkgzCHRRPn//vOWrP3T/TfbN5+9/7eZ3zz68fz6/+7H1b7NrXh097Nn/5I/P57duH3TcU78IAl2Uz+5HXaJXeXj+okWCzv/q6FnP/gd12Le+9/IPeU/9Igh0UR7f3qaoPHt4vj33w/M7Hz9/8uD8zk+9f6W98trRo5794/Nbf/L85YPepJn21H8hCHRRHp6/7f4r7J+f/NH51iKf3d8u1Ofv1yuTf/Z57ehRz/7Zg/N3Xv764qXnd/Ke+i8Gga7JsweBFXp0Pv/B391Y5NGrXyNk8vrRo5795+/fvF3f/qsR9tR/SRDomnz+/jv/48Vrkn8X9dX0R2//+au3rw/rhUnK29nXjx757EugYU/9lwSBrsntvyPcFConN1fn1auwz+7HfDns8auvXgQ+++1de+JTvwgCXZPHL97S/fT5//nwHPRubgsCzXz225v3xKd+EQS6Jo9evZMN+2LQLwo05iMtjy++/Jv07B9v/7VIfOoXQaBr8zjtAx28An3tzzlHv//Wy69XJD71iyDQtYn7TzECfZWcZ//o5qsViU/9Igh0beKaFPqv8C/ziwINefY/ePXV3sCnfhEEuiS3Hy/Oa9Lji08CBn0i8NWL76xn/+zh+e3bV9qBT/0iCHRNHl5cppg8Dv1OpOevv/iOevYPX/tSb+BTvwgCXZPP7r/8KMuTP8r5d4SbPH717Tjnt8O+K/q1z4EGPftHrx8z8KlfBIEuyqObH8iT9e0or71vfRL3c3leHT3p2d/+6L6bnwSQ99QvgkBX5cnLn5L4B3H/If75F/6efPjiJr0btIDXjp7z7B+fvyDQvKd+EQRKCCHNIFBCCGkGgRJCSDMIlBBCmkGghBDSDAIlhJBmECghhDSDQAkhpBkESgghzSBQQghpBoESQkgzCJQQQppBoIQQ0gwCJYSQZhAoIYQ0g0AJIaQZBEoIIc0gUEIIaQaBEkJIMwiUHDif3jv99vabn3399BvmvwtJDAIlB84Lb375xy9/88Kk33L/ZUhgECg5cj46vfHdl7/+6PRrf+X+u5DAIFBy5Hxy2l55Pv2Ad/DEEQRKjpybr33yDp54gkDJofPR9t6dd/DEEwRKDp3tPTzv4IkpCJQcOtt7eN7BE1MQKDl2Pjp9+cef8A6eeIJAybHzyemN737EO3jiCQIlx86L9/D/+uu8gyeeIFBy8Hx0+vV7vIMnniBQcvB8cjrxDp6YgkDJwfPiPTzv4IkpCJQcPR/xb/DEFQRKjp4f8Q6euIJAycHz9APewRNXECg5eD7l3+CJLQiUHDv/8MHND6UnZP8gUHLk/Oh04p+QiC8IlBw5n5xOX/q++y9BcoNACSGkGQRKCCHNIFBCCGkGgRJCSDMIlBBCmkGghBDSDAIlhJBmECghhDSDQAkhpBkESgghzSBQQghpBoESQkgzCJQQQppBoIQQ0sz/BXqKteV9l0u7AAAAAElFTkSuQmCC" 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