diff --git a/exercicios/para-casa/exercico15Fer.ipynb b/exercicios/para-casa/exercico15Fer.ipynb new file mode 100644 index 0000000..cdc0198 --- /dev/null +++ b/exercicios/para-casa/exercico15Fer.ipynb @@ -0,0 +1,122 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Link Tableau : https://public.tableau.com/views/Exercicioaula15Reprograma/VendaporEstado?:language=pt-BR&:sid=&:redirect=auth&:display_count=n&:origin=viz_share_link" + ] + }, + { + "attachments": { + "image.png": { + "image/png": "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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Valor de venda por estado \n", + "\n", + "![image.png](attachment:image.png)" + ] + }, + { + "attachments": { + "image.png": { + "image/png": "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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Valor Venda mês/ano Bahia \n", + "\n", + "![image.png](attachment:image.png)" + ] + }, + { + "attachments": { + "image.png": { + "image/png": "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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Dash estado/ano \n", + "\n", + "![image.png](attachment:image.png)" + ] + }, + { + "attachments": { + "image.png": { + "image/png": "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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Top 10 de venda\n", + "\n", + "![image.png](attachment:image.png)" + ] + }, + { + "attachments": { + "image.png": { + "image/png": "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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Variação de venda\n", + "\n", + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + }, + { + "attachments": { + "image.png": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA4kAAAIyCAYAAABmVI9XAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAAEnQAABJ0Ad5mH3gAAGABSURBVHhe7d0JfJzVfe//r5aZ0b5LtiQvkncbvAA2BhsMBoIhBMhCSBrIAqS3Ce0F0leT9LZJ770k97bJ7W0I90+aNoG2CWmCs2ESAiSE3WaxwdhgYxvbsi1r33fNpvk/59GjsWxLsnbN8nnzGqTnaCSNRqPx853fOb+TELIIAAAAAABLovMWAAAAAABCIgAAAADgFEIiAAAAACCMkAgAAAAACCMkAgAAAADCCIkAAAAAgDBCIgAAAAAgjJAIAAAAAAgjJAIAAAAAwgiJAAAAAIAwQiIAAAAAIIyQCAAAAAAIIyQCAAAAAMIIiQAAAACAMEIiAAAAACCMkBhxmrTtnrW694km5xgAAAAAps/oQ2L9Xm178Cu67YMbtHbtWuuyQVs+9UV97fvbtPNYh3MlAAAAAEA0G1VIrP7dV7T5U/+spjVf1IO/2KFdu3ZZlx36zQNf0c0lFXr07i3afMdWVTjXP6W/KvbA287hFGl64l6tfXCvc4TItVcPrL1X2+qdQwAAAAAR59wh8dAjuvcfvLrvR/+sOzeVKz/NGbe4i8q17qb79N3fPKPvf6TAGQUAAAAARKtzhsS9T/9Qvjvu1s0lzsBQkjK19KarVO4cAgAAAACi0zlCYpMqDvtUlk+VEAAAAADiQULI4rw/pJ3/tFbfzPqJtn1+qTMyCm8/oLWff9Q5GMZnHtGue1Y5B5agT9XvPKXHf/W0tu/ao4P1PnvYXbRUl133ad11x3VammkPOcz6tjs18ne5XY/suk/h72Ju1yPleubBm5XvDJ3JrG/ccuyu02+bo+n1R/WdH23T9tcrZLfqySnX0gvW6eYbP67rN5YrM8m+2uh0VGj7rx/Wo09sdxr/uJW/ZLXWbVqnrB3fU9Utz+i7Nw19K0+/HebzLtP1n71Ld12zdGy3wajfqUf/v0e0bcdOVbSOdH/3G3z/+Kr36qlfPKqtL+3UQfMzpOVr1Qfv1lf//ObTPtf+nPu3O0dD2/h3p/+8ex9cq4fLBo11HNS2hx7Qo89at3PF18/+HVoff/rfHtaPn36l/7Fj/W7WbbhZd/7F7VpX5FxnGB37n9bD//ZjPfX6QTV1WwP2527WdTdcLc+xCq37xHVnPV7sn/2JrXra+tn3HGqS/Wi1fv6l66/Xp//0Ll23ZIg7DwAAAIgGJiSOxLv7O6GbLr8n9NhhrzMyFo2hx//rRaHv7HYOR9C47Z7QtV/6Vuixpw+EqtoHfa+uqtCen98fuuXq+0N/bHHGzmA+96Lv7nGORmD9LBf918etWzW84b5WlTV+5Z98J/RURWPIG3AGve2hqt2Ph77zpWtD92wb6auezrvv4dAdl18Z+sIPXgkdbRz8szaGjr72WOhvb7xomK/nDe357i2hS+96KPTKoNvhPfFG6OG7rwxd+dWnQlUDt20UzO/2lsvvCD304tFQ+GZY9/cbP/hC6Mqrvxx6qsoZG8S+f776ndDD1s987ef+NvRj87ldzge9jaE9j9wRuvRjD4cODHk79oS+c9E9ocfrnMMR7PnuqfvAvr+u/lTo/m0HTt3OwaoeD91z+S2h+3++J1Q16LYc2HZ/6FPW5z20e5jHbqAx9Mr//ZT1e70/9NjuqlO/14A31FjxRujxv79j6MdLnfX9rr8n9K2fPxU6cKL9tM+r2v1Y6P6PXRm6/7l2ZxAAAACILucMidbZdujoz78cuvIiE2reCFUNc749tNGHxNA5ws3Rn1nhY5ggOOUh0ftK6FsXWaFpmJBqG204q3vKDjTfGS64OPfZUCGx8UkrqH7p8aGDYKDK/rw7fnbUGTgHczuutgLbEEHQqPqVdT987rHQ0TO+l33/XP2F0MOvDXcvHg099ulLQw/tdQ5PM/aQaAfZj90f+uMwtzPk3RN66GPD35/eneZFjm+FXhkIj4MceMQK3MPdn8Zwjxdz/ZF+3xWPhe64/DuhPSNdBwAAAIhQo9gCw63yW76tJ37xTW088c+6bcMGbfnLB7TNTHUMOleZDOeYJlm+/jqVP7tLB53jadXaqCqVqCTHOR7KqKZ5+rTzP+5X9R3f1H1r3M7YKAUPatv3j+nTn79ZJUN9r6QS3fyFu9X00DbtHcXv5eAT/6xjnxy+IVHJTXfr7ibr9/yOMzDYTV/UneuHngorZcmT49PBiibnePx8h3+sL3/bp/v+5eu6apjb2fH8o3pk0V26a5j70732Ln1xw1ZtffaM21O5Vd/6t6X65t8Nc3+OxFx/pM8pW6fryp7XriPOMQAAABBFRrVPopFZtlG33/+Int/xCz24pUA7f/AFbdm8Rfc++LQOTsde+mkeFVS3y+scTqv8cpWnPa/nXp/gD+rbqecfW6fbbxjD+s4BR7ZrW85t2rzCOR7K0pXa3D2acHJQ25/I0G3XjHA7kpZq5ZU+Pb97RmK5befjFbrqH7+ijcPlUXVo50vP6dabrtLwKwAztWr9Om1/fU//OlJHxY5tOnDLrbpqpOA/biYoV6ndrG8EAAAAosyoQ2KYu0RLt9yub/7wGe144kFd1fFj3XHDnXpkf3+jmQkxzVx+8W195TO3acumtVq7dtDlg9/QyK1PplDSKt31fzZr55e36La/fVRP769Wx3h+3Ooq7UlbqvJzNFIZStPhPapaUapS53hISQtUvqFKjY3nuHFNFdpTvVqlI21rYlmwaKOq6hr7m7LMgHVf+urIW6+oQgdeXqqykpGrsiXlVhiubFSjc2wqutUVB7Vu0Yj35siCHap4aau+/eXbdNsHN5z+WF27Rd/Y4VwPAAAAiDJjD4mD5SzVzX/7E/3irzL1wy88oO0TqJz49j+iO62w+WjrRn3xH7+v3zy/S7t2Dbr87uva6Fx3JmSuv08/efInum99u1556F7dtGGtNnzwTn3tR9vtrqCj0lqtg2vOEfSGE7Auv7hXG04LI2de+sNJVeM5Kp5BU4/dqnutn2Hor9N/sTuSVjeeVoGbTu4kj/Pe8HzdB/XtW4a+/eGL6bRrgr3zOaYC2VgtlZcMW6IcmfU9H/mzLbrzsU5t/PMH9f3Hd5z+WN31jL6+wbkuAAAAEGUmFhIdJTfdp/vKtuqpHeOME76deuAL27Tqn57RP39+o8qLMq2A4HwskmSWa91Nd+ubD/1cz7++Q8/8y31a1/qo7rzpNn3v7VHU25Lccrd61e4cjtkt39WO08LI0Jfhts443a367o6hP/+0ywjbhUSGpfrKL4a43WddBm2FYvEkm4A5nhqpTzsfukPbVnxXzzx0pzaW5StzjMtLAQAAgEg2KSFRKteytVLHuE66LQd36vGy23Tz2ig627YCX+bcVbr5nn/WM/+0Ts/83aPnbqpTskDr9h9T9TjupvzypXLvOKgK53hCisq1NG27Dh5zjqNWqZZtOqi9h8f64kS+Spa4taeyyjkeiwPa+Zty3fbRdSIbAgAAIBZNUkis0IFd1il7wTg3EA/65MvxKMs5jDbuCzZqc/UeHah3BoaTv0obV27VtufHUXFduk4fbt2m7fud4wlZpnU3NmjbSzPXlGZy5GvVhlV6+tntY54Su+yCD6viJ8/r4Dg69Pq6C+RJcw4AAACAGHOOkLhXj/7TdjWd40S646Wf64HuO3XdWZXAfJUvcuv5XecIIyXl2rhju3YOt7avfrseuO9bwzauyZ9XLrfZHuNcJ/xpWSp9u0JVw1zPV71Tjz2x0zkapL5i5A6uB9/R8yWrteycDWlKdP1t1+mVHzysvcOt3+w4qoqhKnzudbr5Drd++MNtqh7p57Tuq53n7G7q1rqbPy/3j76nbdXO0FCCTdr++qTULh2lKt+wXdt3j3Na8hBKrrld1+14WA+PNN032KGDO/Zq8CYY7rU36/PuH+p7Tw5zB1ifs3fXXudgsHP8DOY++6d79C0a1wAAACBKnSMklqqk53u60d7qYpt2Hms6raunr/Kgnv7hF3XT/Y36uwfv1qoh5t+tuuWrKvvR1/Ttl6rlGwg33U2qqBx0kl10ve76TIXu/6vvaWel8w2CPjUd26mt/3Cnttz3nMq/cPfwjWtW3qqvLvqhvmYF2uqB8GV//uBmJZYlN+uLa7fqG4Ov5+tQ9dvb9MBfbtGNf/u8tKjc+cAgHdt1/w2b9UXrPthr3e7wz+Gzfo6XHtEX73lKm++/XaPZ2CLzmr/T9zdt152f+Ya2vn3qPvE1VWi7dT/dec8jVjQf2tLPfFd/535At3z6G9q2v+nU7bB/1u169O+s++pzW1U9mnmQS+7Ud//aowc+eZu+8cRBNQ0KrT4rFNu35cZPaWvduZvHjF6+rr/zdlX8r69p66Db7+uoVsV45uAaOVdZj73N2nnPFn3xhztVPegBar7u3ice0L033qJv7faePj00aanufPCr0j/eoju/P6j5kHVfVr9tPUY+f68VoIeqjA/8DPfqe6+f/vvb+YtvW/fZPXpu0d26m8Y1AAAAiFIJZkd95/1h+aoP6rkdT+mV53dq5zsDgSJT5es3avOWW/WJG1Ypf6RGM5Xb9cCDD2jb8xV2aMssW6eNf/p1fXPLoP0NTLXn2Yf18A+26blj1rXS8rV0/fW69bZP6+Y1+VL9Nt37wQrddUYDkrBgtbY/9IAeeOK5/hP+nHKt23CXvn7/dTptF4XuCivY/rMePu16N+v2O2/WxrJMNT1xr7Ycu0u77jnju/iswPH049r6zPN2dc0On87n3vkXt2vdGLe1aHr9UX3nR9ucr+VW/pqr9OnP3KWbN2bpuS9t0XPXPDN0Axqz9cL2bXr4sadO/S7s++pq3Xzjx3X9xnJljqHpT4cVLrc98qie2rVHB+tNwLJuy5LLdPVHb9bHt2xU+Rk5adj7J6xJ26zANuztt3S8s1Xf+u7Deu5tKyg63+8TX/m67lxz6pvtfXCtHi4b/mucpX6vtv3sUW19aacOmsePxX6cXXOdbrV+llXD/X46Durpf3tYP376lf6f3/qdXnXTXbrrjuu09MgDWvtIuZ4ZonlPx6Gnrcfqw85juv9nuP6Tt+vT9t9C/31Qcecu3bfG+QQAAAAgSowqJAJx6e3hQyIAAAAQqyapcQ0QezoaG6WSAo2zHRMAAAAQlQiJiE8+36k1nUMJVuu5J57TrZvZ6gIAAADxhZCI+NT6lL685Yt64Imdqqgf1IzIaQL0yD236dFF39d964mIAAAAiC+sSUT8aq3Q9md/rm1WUNy532lGZJoArVyn6z/zJd2+npWIAAAAiD+ERAAAAABAGNNNAQAAAABhhEQAAAAAQBghEQAAAAAQRkgEAAAAAIQREgEAAAAAYYREAAAAAEAYIREAAAAAEEZIBAAAAACEERIBAAAAAGGERAAAAABAGCERAAAAABBGSAQAAAAAhBESAQAAAABhhEQAAAAAQBghEQAAAAAQRkgEAAAAAIQREgEAAAAAYYREAAAAAEAYIREAAAAAEEZIBAAAAACEERIBAAAAAGGERAAAAABAGCERAAAAABBGSAQAAAAAhBESAQAAAABhhEQAAAAAQBghEQAAAAAQRkgEAAAAAIQREgEAAAAAYYREAAAAAEAYIREAAAAAEEZIBAAAAACEERIBAAAAAGGERAAAAABAGCERAAAAABBGSAQAAAAAhBESAQAAAABhhEQAAAAAQBghEQAAAAAQRkgEAAAAAIQREgEAAAAAYYREAAAAAEAYIREAAAAAEEZIBAAAAACEERIBAAAAAGGERAAAAABAGCERAAAAABBGSAQAAAAAhBESAQAAAABhhEQAAAAAQBghEQAAAAAQRkgEAAAAAIQREgEAAAAAYYREAAAAAEAYIREAAAAAEEZIBAAAAACEERIBAAAAAGGERAAAAABAGCERAAAAABBGSAQAAAAAhBESAQAAAABhhEQAAAAAQBghEQAAAAAQRkgEAAAAAIQREgEAAAAAYYREAAAAAEAYIREAAAAAEEZIBAAAAACEERIBAAAAAGGERAAAAABAGCERAAAAABBGSAQAAAAAhBESAQAAAABhhEQAAAAAQBghEQAAAAAQRkgEAAAAAIQREgEAAAAAYYREAAAAAEAYIREAAAAAEEZIBAAAAACEERIBAAAAAGGERAAAAABAGCERAAAAABBGSAQAAAAAhBESAQAAAABhhEQAAAAAQBghEQAAAAAQRkgEAAAAAIQREgEAAAAAYYREAAAAAEAYIREAAAAAEEZIBAAAAACEERIBAAAAAGGERAAAAABAGCERAAAAABBGSAQAAAAAhBESAQAAAABhhEQAAAAAQBghEQAAAAAQRkgEAAAAAIQREgEAAAAAYYREAAAAAEAYIREAAAAAEJYQsjjvAwDGwDx7+v0h+X191sV6a963LoFASMGgdTFvB94PSn19IYWsS1+fFLTeDichQUpOSlBionVJkv02yXqbZI0lJScoeeDiSpDLlSiX23rrtt5ax+ZzAQAAJoKQCADDMGHOZwXA3h7r0tsnr3PxmbdOKDShL1KYgOi2wqLbYy4J8qQkKsV635NqvbXeN8eESAAAcC6ERABxz4RBEwK7u4LqMZdu633r4vX2qS8YO0+RpiJpAmNaWqJS05Lst2npSUpJNRVI0iMAAOhHSAQQV0zo6+npU1dHUJ2dQXVZF3NspoXGKzOlNc0KjekZ/ZeMTCtAppuqI8ERAIB4REgEENPMlNDO9oA62oNqt952d1qBMIaqg1PFrH9Mt8JiZpYJjcl2cHS7CY0AAMQDQiKAmGJCYUdbQG3WpaOtf+qoaRiDiUlMlFLSkpSVnazs7P7waJrlAACA2ENIBBDVTFXQTBlta7WCYUtAXV2xtY4wUpnQaKam5uS6lJ3TX2lMIDMCABATCIkAoo7PF1K7FQpbm/1qawvK5+1zPoKZYrbfyMlNVk6eCY1UGQEAiGaERABRwXQabW0OqKXJb68vNHsRIjKZ9YxZ2UnKtQJjTl6yvfUGAACIHoREABFrIBg2NfrVaQVDGs5En0QrMGZmJim/0AmMHgIjAACRjpAIIKKYxjNmfWFTg9+eUkrFMHaYCmN2brIdGHOtt0nJdEsFACASERIBzDizmb1pPtNQ57Mrh6aCiNiWbAXEgiKXCqzAmJmd7IwCAIBIQEgEMGNMGGxu9Kuh3m9vbo/4Y/brT01LVFGxW/kFLrlpeAMAwIwjJAKYVuYZp9MKhPW1/VVDn4+qIfqZ6mJeoUuFs9zKykpyRgEAwHQjJAKYFvZawxa/6mp8am8PWmnR+QBwBrMHo9l3cVaxR3kFLvsYAABMH0IigCnl7e2zm9CYKaXdXUwpxdi43AkqmeOx1y8yFRUAgOlBSAQwJXq6++xGNI1WQDRBEZgIMxXVrFssmuW21zACAICpQ0gEMKm6uoKqr/GpuZH1hph8ZtuMwiKXFRg9Sk8nLAIAMBUIiQAmhdnCwqw3NN1KzfpDYCqZsGi2z5hV7FZ6Bk1uAACYTIREABNi1hnWVfvU1BiwwiGVQ0wvs0G/qSzOKvEojcoiAACTgpAIYFzMmkNTOWxq8Mnn42kEM8teszjLpdmlHnlSCIsAAEwEIRHAmJgmNA11frspTS8NaRBhkl0JKrGCopmGat4HAABjR0gEMCoBf0hNjX7VVnvV3UU4RGTzeBJVOt8Ki7PdzggAABgtQiKAEZlniPbWgE6e6FV7G/scInokJEiZmUkqmZei3LxkZxQAAJwLIRHAsEzH0poqr72dRTDIUwWik2luk1+QrJK5HqWm0QkVAIBzISQCOIvZ37Cxzm83pmHdIWKFWaNYagXF4lKPXWUEAABDIyQCOE1ba0CVx3vVwdRSxCATDs2+inPnpyiHKagAAAyJkAjAZra0ME1pGhv8dpMaIJaZKahFs132FFS3my0zAAAYjJAIxLm+vpBamgOqOuG11yAC8cTtSdD8BakqKHQ5IwAAgJAIxLHu7qBqTpoN8f00pkHcMlVFExLNlhlm6wwAAOIdIRGIQ+avvrnJT/UQGMTjSdA8qooAABASgXjT29On6pNeNdZTPQTOZKqKhbNcmluWouRkWqACAOITIRGII60tAZ00nUvbqR4CI/GkJGrB4lTl5NIBFQAQfwiJQBzw+0Oqr/HZ+x56vex7CIxGUnL/vormAgBAPCEkAjHOrDk01UPTwZS/dmBsEhOl7DyX5pd5lJqW5IwCABDbCIlADDPNaU4epzkNMFFuT6LKF6Yqr4DppwCA2EdIBGKQmV5qppbWVXvl8/EnDkwGM/20ZI5Hc+Yx/RQAENsIiUCM6e4K6uQJr5ob/UwvBSaZmX6aW+BS+YIUudzsqQgAiE2ERCCGtLUGVHncq462gDMCYLIlJEip6UlasDBFmdlMPwUAxB5CIhAjmhr8dgXRVBIBTD2zj2LZwlR7X0UAAGIJIRGIcoFASLXVrD8EZoLZfN/eJoN1igCAGEJIBKJYb0+fqiu9amzwKxjkTxmYCYmJCXY10XQ/TWCZIgAgBhASgShltrWoPNa//yGAmWXWKWbnJmvB4lR5PCRFAEB0IyQCUai9LWAFRK/9FkBkGGhos9AKihmZbLwPAIhehEQgyrQ0BXTyRK86O2hQA0QilytBi5alKSeXzqcAgOhESASiCB1MgehgOp+WL0pVQRGdTwEA0YeQCESJ+jqfqqyAaJrVAIh8SWaLjAUpKprtdkYAAIgOhEQgwoX6Qqqr8an6pE9eLwERiCZmi4y5ZSkqLiUoAgCiByERiGB9wf49EGuq2AMRiFbspQgAiDaERCBCmX0PTfWwttqrgJ8/UyCaJVpBsWSOR3PnExQBAJGPkAhEoGDABESvamt8BEQgRthBsdQKimUERQBAZGPHXyDCEBCB2GSmj1dXeXXiWK8zAgBAZCIkAhEkPMWUgAjEJBMUa6y/8cpjXmcEAIDIQ0gEIoRdZbADImsQgVjW19dfUTx5nKAIAIhMhEQgAphtLkz1sJ4KIhAX+l8U8qq6kqAIAIg8hEQgAtTV+lVb5ZPPxz6IQLww08tPnvCqptrnjAAAEBkIicAMq6/1qeakl43ygThkgmJlRa/9PAAAQKQgJAIzqLHeb69D7O0lIALxygTFY0d61dzod0YAAJhZhERghjQ3mYDoVU930BkBEK9MUDx8qEdtrQFnBACAmUNIBGaAORE0DSu6OgmIAPqZPVJNUOzu4nkBADCzCInANOvsCKrKCogd7ZwIAjid39unI+/3yE+XYwDADCIkAtOot6fPDohtLUwpA3C2kJUNuzqCOmoFRQAAZgohEZgmZv/DmiqfWgmIAEZggmJrs1/HDvc6IwAATC9CIjBNGur8dvdCs4k2AIykr8/sn+pjs30AwIwgJALTwATEuhovm+UDGLW+vv7N9pvYGgMAMM0IicAUM9NLa6u96ukhIAIYG7M1xtFDPXRCBgBMK0IiMIW6uoKqqfLaHU0BYDxMUKw43MtUdQDAtCEkAlPEtLCvrfKpnc2xAUyAaWTT2RHQsSM0sgEATA9CIjBFGup8am0O2A0oAGAiTFBsqPer5iSNbAAAU4+QCEyBpga/3ayGRjUAJotpZFN5nH1WAQBTj5AITLKOjqDqanzq7mIdIoDJZa9PPNJrT2cHAGCqEBKBSWRO3OqqfWpv45V+AFOjtyeo40dZnwgAmDqERGASNdb57KlgZv0QAEwF8/zS1OCzt9YBAGAqEBKBSdLc5LcbS7AOEcBUMw2xTlSwvQ4AYGoQEoFJ0NPdp/oaHxteA5g2ppEN004BAFOBkAhMUH9rerMOkYAIYPqY556OjoAqjxEUAQCTi5AITJDZ7qKl0W93HQSA6RTqk6pP+tTKthgAgElESAQmwEwvra/zqbubdYgAZoaZdnqiopeGWQCASUNIBMbJnJA1NvjV2c40UwAzy+zLeqKixzkCAGBiCInAOJkW9C1NTDMFMPPMi1a11X57Cx4AACaKkAiMg5leara7MF1NASASmGmnxypoYgMAmDhCIjAOzUwzBRCBerqCqjxBUAQATAwhERgjs2m+uQQCTDMFEFnMtNPqE+zZCgCYGEIiMAY+b58a6vycgAGIWCErKVYep5oIABg/QiIwBs1NAXV1EBABRC5TTTQNbOprfc4IAABjkxAyLzliwszd2NvjU3eXX16vXz5vQIGAufQp1Nd/FyckWKk8MVHJyYlyeZLl8biUkuJSarrHGkuyP47IZdYgHq/oVXsb3QMBRD6PJ1Gr12YoKYl/XAAAY0NIHIO21m41NXTYl+amTrU2d6ndGuto71ZXp9fuLDdeHissZmamKDM7TTm5acrNz7AvBUWZ1iXLDpGYWWaz6tpqH1teAIgK5oXH4lKP5i9IcUYAABgdQuIwWqwQWF3ZrOqT1qWqRTXWxdvrl2bg3jL/0OdbQbG4JEclc/JUMjfP+oc/Vy53snMNTLWWpoC9xoe1iACiSWKidP6aDKVn8EIjAGD0CImO5sZOHTtSr+NHG/T+e1Xq6bECYYSbW1agskVFKl9YpNJ5+XITGqdEwB/S0cM9amqI/McEAAxmv8hY4NLi5WnOCAAA5xbXIfHY0XorENbo8MEaNda1T2i66ExLS/dofnmhdSJQrCXLS5SWkcIax0limj9UVXrV28PG+QCij6kmLlmRptw8lzMCAMDI4i4kmmrhe++c1Ns7K+TzxW4DkvLFs7Ri5VytWDXHDpAYHxMMjx3pVUszVUQA0SszK8medgoAwGjERUhsqG/XvrdPaNeOw+rq9s7IusKZtOy8Uq2+qMwOjqZBDkavpsqr6pNe+bxxW3AHEAPMzJIFi1NVNNvtjAAAMLyYDokH3j2p3TsrdORQrYIBpgoWFGbpvDVzdcHFC5SVncZ01HPo6grq+NFee78xAIh2qWmJWrM20zkCAGB4MRcSfV6/HQzf2H7Y7lAaB4XSMUt2JWnFyjlau2GR3SWV7TWGdrKyV7VVPvl9PIYARD/zwuD88hQVz2EJAgBgZDETEjs7evXma0e044UDMb3WcLItWVGiizcu0byyArnchMUBnR39VUQ2zgcQS9yeBF2wLlOJiUwlAQAML+pDYneXT2/seN8Oh37C4bgtXl6iSy5fYm+r4XIRFk8e71VNtc/e/gIAYoWpJs4tS1HpXKqJAIDhRW1INNtVvPbyIb34+3epHE6i5Svn6LLNyzWrJEdJSYnOaHzpaA/qRAVVRACxyeXuryYmJVFNBAAMLSpD4ju7j+ulZ/erqaGDNYdT5KL1C3X51SuUnRt/GzBXHutVrakiBnhsAYg9djVxfopK51FNBAAMLapCYlVls158dp+OHqxVMEi30qmWk5+u9RsXa9WFZXGz12JHR1AnWIsIIMa5TTXx4ix7o30AAM4UFSHR3MQX/rBPr5p1h/6gM4rpsnDJbG265jyVzsuL+SmoJ084HU1Ziwgghplq4rzyFJXQ6RQAMISID4lmj8Nnf7dXdTWtCvVx4j5T3O5kXXzZYl28cbEys1Kd0djS1ensi9hKFRFA7EtJTbTXJgIAcKaIDonPPf2OXn3poAJUDyPG/AVFuuq6lTFZVayu9Kqmyisf+yICiAOmmrhgcaqKZrudEQAA+kVkSKyubNZvf7lLtVQPI5Lbk2x3QL1w/UKlZ8TGVKXenj5VHOlRazNVRADxIz0zSasuyHCOAADoF3Eh0WyI/8xvdsvvo3oY6c5fM0+bt5yvvILon65UV+OzK4m9vTREAhA/TDVxyfI063nc5YwAABBhIfF3j7+lt6yQSOfS6FEyN09XX79S88sLlZQcnZvwmw3zj7zfo+ZGvzMCAPEjJy9Zy89Pd44AAIiQkNjU0Knf/nKnTlQ02JvkI7qYKaebrj5PKy+cr9S06Fvb0tTg18kTXnV3Ub0GEH9MNfH8NRnKyIzOF/oAAJNvxkPi0UO12rb1DbW390jkw6h2yeVLdOkVS5WVHV0b8B99v0f1tT5F3upcAJh6JiTOKnarfFFsdq4GAIzdjLan3LPrmH7676+ovY2AGAtee/mQ/vi7d9Tc1OmMRD6zab6pIBIQAcQr8/xn1mUHAjwRAgD6zVhI3PHiAbuDKdtbxJa9bx3TM0/sVkNduzMS2dpbA3ZnUwCIdw11Puc9AEC8m5GQ+PzT7+q5p95RIEBAjEWH9lfrd79+U3XVrc5IZDLhsKM9KL+fV88BxDdTTTTT7gEAMKY9JP7+N29r+wvv0cE0xh07Uq8nfrFT1SebnZHIY6aasuUFAPTr6e5TWwt7xQIApjkkPvX4W3p9+/sExDhRXdmsJ3/1pqqst5HGvGrexlRTAAgzz4uNDVQTAQDTGBKfevxN7XrtiPoIiHHFBMXfWUHRvI0kHe0BeakiAsBpGur8NLABAExPSPz9b9+2AuJRAmKcMlNOn9r2VkRNPe1oCzLVFACG0Fjvd94DAMSrKQ+JL/z+Xb3xyvsExDh38niT/vDbvaqNgGY2fl9InR1B+y0A4BQz5bSpkZAIAPFuSkPia68c0ivP0aQG/Y4dqdMLz7yrhto2Z2RmdHTQsAYAhtPRFrCb2AAA4teUhcR33z6hZ5/cQ0DEaQ7ur9IrLxxQc+PMbbjf2R6Uz8vjEgCGQgMbAMCUhMQTFY3a9tjrCgY4EcfZ9r55TLteO6z2tm5nZPqYCmJXZ5DGDAAwgpZGtsIAgHg26SGxva1HT2x9QwEqiBjBqy8e1Du7T6inZ3pfrTZrEb1UEQFgRN3dQfv5EgAQnyY9JP72lzvV3NQpUajBObz+yiGdqGiY1inJ5qTH5+XBCQAjMVNOm5toYAMA8WpSQ+IfntyjIwdrrX9cOAnHuXW09eiV5w5MW8dTs3F+T1fQCqU8PgHgXFrocgoAcWvSQuI7u4/r9ZcPqa+PE3CM3snjjfbjpqmhwxmZOp2dNKwBgNHq6eljyikAxKlJCYnNjR3atvUNOpliXMwLDKYbblen1xmZGl32ekRexACA0TCTglqaqSYCQDyalJD45C/fVB9T+DABb2x/X1WVTVNWiTbNakwjBqaaAsDotTbT5RQA4tGEQ+L2F97TsaP1rEPEhHR3ee1pp/VTtNG+2fbC5+MxCgBjYZ47zdZBAID4MqGQWHOyWc8//S7rEDEpjr5fp3d3H1dHe48zMnm6O/vkZz0iAIyJef2XaiIAxJ8JhcQ/PLmXgIhJtfuNClVXtkzq48pMMe3uCsrv57EKAGPV2kJIBIB4M+6Q+Norh3ScaaaYZN3dXr35+mE11E3etNPurj75fFQRAWA82lv9dkURABA/xhUS21q79exv91BFxJR4/70aHdxXba9TnAx2FZH1iAAwLsGg+XefaiIAxJNxhcQXf886REytd98+roa6dudoYkxXUx9TTQFg3AiJABBfxhwSKw7Xac+bx5hmiillAqIJiq3NXc7I+Pi8IXl7+tiiBQAmoL2NkAgA8WTMIfHlZ98jIGJa7NtTaa9NnMjjraeHhjUAMFFdHUEFeC4FgLgxppD4zu7jOl5hmtU4A8AU6un2ae9bx9XU0OGMjF0P6xEBYMLMv/tUEwEgfowpJG5//gBrETGt3n37hE6eaFIwML7upD09fVQSAWAStLcFnfcAALFu1CHxrdePqn4StyUARuvgu1Vqahx7NdFej9jbxwsbADAJOtqpJAJAvBh1SHzt5YMKcbKNGXBgX5WqK5sVCIztVexe1iMCwKTp7AgqSBMwAIgLowqJb+86psYJrAsDJurQe9Vqaex0jkant7fPCpac0ADAZOlsZ8opAMSDUYXEl57dRxURM+q9d06qtqZtTFNH2UQfACZXRwchEQDiwTlD4qH9VRPeqw6YDEcO1qilaXTVRBMmzZpEpkYBwOQxW2EAAGLfOUPirteOKGT9B8y0w4dq1TLKFyx6TVdTppoCwKTq6KB5DQDEgxFDYl1Nq44crBUZEZGgq6NXFe/Xqb2txxkZntfbpyAhEQAmlZnCb55fAQCxbcSQuOfN42ycj4hScaRerS3nriaarS8CdDYFgEnX1cmUUwCIdSOGxN07j1ohkRNtRI6ak82qrW6RzzfylCc6mwLA1OjupJIIALFu2JD47tsn5O3xO0dA5DhxtEFtLd3O0dnMCxs0rQGAqdHVRSURAGLdsCFx39uVVBERkd4/UKPmpuH37fT2hqgiAsAUYa9EAIh9Q4bErs5eHdxf5RwBkcXnDai+pk3dXV5n5HQ+mtYAwJTx+frUx0wNAIhpQ4ZEs3E5EMlOnmhSxzBdTn0+ppoCwFTq7mZdIgDEsiFDotlAn6mmiGRVlc1qbx8mJFJJBIAp1UNIBICYdlZI7O3x6fDBOucIiExmz8S66hbrRMXnjJxipkIFWTIDAFOmp4cnWQCIZWeFRNMUhN3zEQ1qqlrV2XF6NdEUwJluCgBTq7eHSiIAxLKzQuLRQ7X2iTYQ6epqTEjsdY76+QmIADDlCIkAENvOCol73jzuvAdEtqaGDrU2dykYOHWy4vebrnvOAQBgShASASC2nRYSa6tbrf9ThUH0qK9tV2fnqWoilUQAmHrmedbv57kWAGLVaSHx+NF6IiKiSkN9+2n7JZqTlr4+HsUAMNW8vVQTASBWnRYSK481UkhEVKmtbjltXWLAT2dTAJgOXi8hEQBi1RmVxAbnPSA6mK0wujp7rWDYf7LiD4TUx3RTAJhyZk9aAEBsCofEtpbuszpFAtGgpanT3t/TCJiQyHkLAEw5n5cX5AAgVoVDYk1Vs/MeEF1MSBzYVD/AmkQAmBY+H6/IAUCsCofE/s6mQPQx22CYSmIwEFKIcxYAmBammzQAIDaFQ2JdTZvzHhBdWqyQ2NPjVyBIFREApguVRACIXQkhi3nn/96/LSbWJH789g1ael6p3nunUk/++k31WuFhwNyyAn3oo2tVOCtLCYkJ9phpeLLr1cN64ffvnnbdZefP0eZrz9dbO49q9xtH5fMGnI9Il1y+RBs3L7fHfvyDF+xK1mA333qxzls9V4cP1uipx3ero73H+Yj0yc9dJr8voD88uUfXf/giLVo2W8nJSc5HT+nr69PunRV68ff77M+/4aMXaeUF83XsSL2e3rZbrS2nvmfJnDxde+MazZmfr6Sk/txvPn/PrmN68Q/71NbabY8N9pFPrtfylXPlcvd/75qTLdq29Q3V1URnRfljt12q8kWl1v3Tq/a2U78rYDg+n1evvPq0/vjHX2nDpVu05QMft/4WXTr0/l498u/f0kuvPOlc85SszBxdd+0n9Onb/lJeX49+8tMH9ettjzgflebMWaDbPnmvPnjdp+RyuZzRfrW1J/STn/0/HT9+SH/1pX/UvHmLnY/08/t92vXWi/r+v96v9w+/Y48tX3aB/uLub+qC1Rvt4wH1DVX62dbvaf97b+qv/+q7Kitb6nyk/2/f/Aw/ePh/6dXX/2CPpadl6opNH9J/uetrKioqtccGq64+pkf+41v63dM/tY/Ly5bpS/f8g9ZedKV9DAzF5UrQ2kuznCMAQCyxQ6Kpvnzjq1udoeg1r7xQ1918gd3xMi3do588/NJpe+iZkHjdTRfY+0G+9Ox+9fb6tWzlHG258QK1t3bp5z/eEQ7KI4XED39ivXLz05WS6tZb1sfetsKc1/paA0xIzCvIUHpGivV99um9d6vsYGgMDontbafC47oNi7RmXbne2H7YDriDv1/J3Dx94IOr1WflebcnWU9YYa6hrt35aH9IvPqDq9Tc2KGX//ie9XW7rfBZbI2tVtAfsMPfwPWLTaC8YbUys1P1y/981Q6HxaW5+oA1lpWTpl/99DVVV0bf+lQTkhcvm6/a6oAVqtkDA+fW3Fyvt/dsV5UVkOaULtDqVZcoL2+W89F+XV3t1nV2qKu7U1ddebMdIgdU1xzTO+++oZLi+Vp5/np7rKbmuF60wmVqSpoVFG8LB8VgX1CHDu3RW7tfVmFBiTIysq1geq39McMExLf37tC71te78YZPq6Cg2Ap7QSssvqt3972hTZd9SIWFxfZ1zfjhI/v0+ht/1OxZc+Wxvtemyz5of8wwIfFoxX7tfnu7rtx0o/V5JQoE/Nrzzqt6+veP6boPfEIXXbgpfN0j1td68qmfaPnyC62gfKvz+e/pN0/+WMuXrtF1Wz5pXxcYyqWbsp33AACxxC47mXARC+bOz1dyUqIOvlctUx9dsXqudZJ2dpVusAPvnNSvrLBkKnAbr1xmB7+RzJlfoPzCDDtctTV32QFrqO9hqoteK+gttsJaSsrpFYWxKpmTa4fDo+/XWQEzqMXLS5RqheCRHD5Qo99Y4dCE14s3Lla2FQCNhYtnKS3Do9dePmQ3fDFqqlr6Q2trty6/arn182Xa49HEhPuebr91gusMAOfQ0Fhjhb8OKxxeqtS0dNXUVjofGb9iKzCuc6pvNbXH7beGt7dbra1NysnJV2lpufV929Xd0//3ZzQ116mqqkJl85faAdFITEzS0iWr9bGP/Gk4IBpeb4/1tRqVlZWruXMXqtsKsubnGIkJtxesvkyf/Pif2wGyvr7KHjefV1l1RLNnz7VC8IftscTERC0oX26H1arqCh09ut8eBwAA8cMOiWZNVywwFTUTFva9fUKtLZ2aMzdPSUNM5TxT5bFGexrn/IVFcjvTL4czZ16ekq1QePJEs04cb1ROXvqw3+PooRoVFGWpfNEsudzJzujYzSrOscPegXdPqqm+XbNmZ8sziq9XfbJZFdbPZYLsQKgstD63sa5dFVbgHDy91gRFM9U0JzdDngmG2plg9ko06xL7J08DIzNTTVta+/eFnT9/iVJT0tXUVGdX3CYqLTVduTkFzlG/9vYWtXe0aM6cRcrPm2U9z6SooaHG+ajsymNuTqFzNLKOzjbrtjdq3txFduUzxfp+DfXVzkeHZ8JfUWGJimfPs6ujhrldLS0NunjdVXK5Tr1AZq6bm1tghdNSe+oqAACIL3ZIbBu0vi1amammZopnTXWLvc7QBKS8wkwlJfWvPTwXEzISExM0t6zQDoHDmV2Sq54un05U1FvBskGhvpCWnV86ZLAyU0fNlNLFy2aPu5pYagXdgsIsNTa021NQ62pblZmdFl5LeC4D021LrQBtwmq6FRa7u70KBM+ekllf22adJAfssH2uimqk6e70WkE6YP8+gHPptIJWd1eH8nKLlJ2Vp8yMbOt5I2CFpolPtTYB1Of3WWExwz42U01NqOvu7lRpcZmysnKs75ejk1UV9seNzMwcFRTM1svbf6d/feR/nVZlHMxMNTUVSXP7zRRZc7tzs/N14uQR5xojM9NfU6xA3NNrZjr0Wn8zPfbPnZF+9roys45xTmm5fV0zHRYAAMQPOyQOXhsXrcxUUzNltPJYk4KBPrU0dys1xa0Vq+edc8qp0dLSbZ3cBeX08RnSwFRTE9QCgaBOHm+0p3+aIDfc9zhyqFb5TjXRPY5qYrEz1bT6ZIsdEk0TGlPtNM15zLrLc2lr7VGvCU/Wz2Wub75WR3uvAv7Ympdp9kk09w+VRIxG/1TTTruKaLg9KVaw86q69oR9PF5mTeLuPdvlSnbZoc8YmGqakpKmbCvQuVzW321CSLW1x8Nh0EwtPW/FWt37F38vj/Xxa66bo1s+uVq/evyHpwW0gammHk+qcnIKlGyFvgTrec9833NNOTWSk932NFWPO8UOnCYABqyQmJ5B8xEAAHCKHRI7B3XfjFYDU01NUxpTSXxvb6U6O72jnnKam5tmh6+EhOErjwNTTatONNvh0KitbrErfcOFxDe2v6/aqhYtXDJrXNM4ZztTTSsrGq0TRL/ef69GrVagNeMm8J1Ldk6qdXKabP9cpqpoglRmVor1c9i/+pjR0+Oz7h8T8p0BYBiDp5qaqZ9GjhXeTOXMdCAdy5TTve+8pj/78y3acEWOffkf3/wvWlC+QldsutG5htTmTDUtKSmzK3lmWqeZWpqUlHzalFMjOztPn/30X2nHi636v9/6uU5UHtYjP/q2XYU0Ojr6p5qW2l/LbYVR62tlF9jvj2bKaSDgs6eYen1m5kSSPc022bodXZ2nGmEBAADYSaHLClPRzEw1NWvtyhYV6Sv/8yP67//nE/albGGhSued2hZiJKYTqenyWnmsQQH/0N0xzdq+fCsQmu0W/uZ/32J/j8uvXmFXCpevMl0Ghw6BB/ZV27dv5YXzxzSN01Qoi6wwOG9Bof7iqx8M/1xme40S6+caTWVyoNpYZdYnHq5TlxUU09I81onh2aG2yLqNycmmatlsb04fTcxU0/5KsDMADKOjs1VvvvWy/v7b/1VXX1dqh7trb5ivb/7D3dq/f9eYppyuWnmJ/uWhZ/TktsP68l/+k9ZffLUWLTrP+Wj/VFMTBJ986j/1xb+4Lhwmb/vsJfrFr/7V7iI6HFPl/MhNdyorI0cH399jV/4am+rsDqV/fu+Hwl/rE7ev1dZffF+Hj7zrfObw/H6/enu77HDo8aRYz1mpdljt7Do7JJrKpJkSa647eL0iAACIfXZ6GrxNRDQyU01NOtj6ox365l//XP/zy4/Zl60/3mGvUbO7nI6whs9sjVG2sEjHj9TbQWMoZqppXkGm3nztsL79338d/h7mYj5vdkmOdSI19Pc4tL/KriYuWjK2tYlmqqkJuL/95S79/dd+Ff5+9tYenb1asmLkKaemulpu/VymKU2P8ztuqG1TwawslS82DS9O3RYTgE2DHNPwZ/B2HtGis6NHXrtxDSkRI2tsrLGbvmz9z7fsit3A5Yff/6OWLr1gXFNOTaOaK6+4yW72YvYvHJhGaqaamm00rt/ySb34bEP4e734bL3+8r7/o+bmumHXHxopqWnKyyuy3zdTTTutgHv15o/Ynx/+Wn9s0N/89f+zO6SONOXUbG1R31CtGuvnW7N6gz1mpp7m5hbqjZ3PnTat1Vy3paXRCrhVWrJ4lTMKAADihR0Se3ujuynBmVNNB/RPOe3tn3I6ROXMMPskfvRTl9qft/2FA8NW0MxUUxMCzVTTMyuN55pyaphqoqkimlA3sJH/uQyeaurzngpuZnuL/imn2cNOOTX7JN5468V2ddNMeR3YUP/I+9ZJaadXl1y+RLn5/Y01Bu+T+PJz76mpITq3RDEBkYiIkZipps1W+DHy80/fE3G8U04HmKC4edNAUHzIDn9nTjUd0D/ltCA85bS2rlKPP/Fvev6Fbc41ZE8xfXffTntj/TklC86aajrArH8815RT8/Ps3vOKfvbzh+zpsAMb6pufd27pQutnrtRzLzxujw3eJ7G0pFwLFqywxwEAQPywQ2JjffTuk7hi1VwVz821g9rggDig5mSzXSlcsHiWkpOT7Mslly/VV7/xUXvq5i23XaqD+07qp//2sh00h7NwabEdIE9UNMh/Rkisqmy21/hdsmnpsJW9gWqiJ9WlpMRzT381eyGWzi9QU2OHdWJ7amP9AfU1rfZU1AWLZttB0FQcL7h4gb70tRvtn+tP7rhMNZVN+vmPd5y28b65P/7jX563wm6T7vji1fZ1/8t919oB1lw3GjfSHxAI9NHdFCOqqz9pN3nJzyuyp1EOlpqaoTQrNNVbQcsExfEwzWRMUAxZQetPv3CNfrr1ITuAma6mZ8rLLbQ7oJoN9vPzZtvVvedf3BaeRnrrpy7QkaP7dednv6qc3HxVVh3VSetiupqeyTTEMV1ad775gl0RNF2KX3v9Wd18ywr7a11/4wI99fRP9ad3/E14I33DbHWxePFK3XrLF7Rz1/P2dS/bnKf/fv9dunzjdWykDwBAnEoIWcwURiDarb7ofM0uKVGo/7UPAMAUu3RTtvMeACCWcDaNmGEaD7EkEQAAAJgYQiJiiFmTSEoEAAAAJoKQiJhBFREAAACYOEIiAAAAACCMkIiYkTC6nUUAAAAAjICQiJiRkJhoBUWSIgAAADARhETEDLNXZGIiIREAAACYCEIiYkZycqISCIkAAADAhNghcXZJjn0ARLNEU0lkuikAAAAwIXZITElz2wdAtEpNdcvtTpLIiAAAAMCE2CExPd1jHwDRypPiskMijWsAAACAiUkIWZ7e9pZef+V9ZwjGJZuW6LLNK3TsSJ2eevwtdXV6nY/0+9Rdm7Rg8Sy7WYrPF9SLf3hXb752RN5ev3ONs128cZEuu2qFMjJT7e0aqk406Zc/eVUtzV3ONaRbP7NRi5cXKzk5yT42X/uV5/Zr16uH1dPts8duuX2Dlq4oUbLr1HW2P/+efZ3urtNvZ7yYVZKjC9adL5c7y/od9DmjwOQ5fPhdPfIf39ILL/3GGTll1cr1uvsL92vV+evt466uDj3/wuPW9b+t2rpKLVywQnfd8de6ctNN9seHc+z4QT3y79/Ss8/9ShkZWbp680d052f/WoWFxc41+vX0dOrlV57SE0/+h664/CZ9+KbPKRDw65XtT+lffvgNVdccd67ZLyc7Xzd88HZ97jN/pfS0TGcUmLhLN2U77wEAYokdEk3AePZ3e52h+DZ3foE++NGLlJOXroAVvkxIfPqJ3eGQOMd8/MMXyu8L6Jf/+ara23r04Vsv1qLlJdrx4oFhg+LmLedrzboFemP7+/Z15pUX6AM3rFFvt1e/+tnramnq1BUfOE9z5uXbobTZOjauuOY8XbB+gf05JgSu27BIc+cV6Onf7FZTQ4d9ncuvXqEL1y/U7p1HtWtHfAbFsoVFWn3RcoWUrt4eQiKmRzAY1IGDu3X4yDu6bMP1ys+frdbWRjtINrfU65O3/rnSUjPU3d2ptvZmZWfn2cdn6usL6r0Du/XKjqe1ft1VWrN6gz3W1t5iPZ67VFw837lmvxOVh/XSy08q2eWyQ991135CLtfQywY6Olr19t4dVrDs0rXXfNwZBSYHIREAYpM93TQrJ80+gHTZ1ctV8X6tHvzfv1VdbatCIecDjqUr+l/R/7UV7ExANB7f+oaqKpu0ZFmxUlJc9thgpVbwMyHmwDuVentnhXXS59Oh/dVWYDyk1HS3Vqyaq5RUt178wz795OGXwgHRePHZfXbFcdbsbHk8Lr307H795JGXwgHRePmP+3XyeKOKZmXZ14lHadb96ElJZkN9TKve3i61tTVZf/fpysrOV9AKdlXV/VW8m274bDgQpqVlqHj2vCEDomGCXGNjrZYsWmkHRCMxMUm5OQVnBcR2KzgeO3bQDpwLypY7o8Mz4bS+vlqLra8NAAAwGnZINFUz9PvpIy/r97/dox4ryA2nu6tXfX2nV6vqqlvltgLacPv0BYMhtbR025WHAdWVLers8Fonl6n29g1DKZ2bZ51getTd7bU+d+gKWckc6zrpHns66nDXiXVpGSlW0DYhkZSI6VNbW6mGxhotX3ahXMkudVgBrqGhyg53BQWznWuNzFQMa2pPqKm5VivPv9gZHZo/4FPF8QOqrTuhSy/5gDM6PFM9rLW+tqk4zild4IwCAACMzE4meflDv7qNs2VmpSnDuiQmnh7qujp77SqWmY7qcic7o/3SrQCTnuGx7ud0JSX1ryM0TPXRBDsT8M78esbi5SW66RPr7cC6/YWD1glof+VysEXLiq3rXCyf168d1nXa27qdj8SXDDskmpDuDABTrKurXXX1J5WSkhau9plQ5vX1qqW1UX/73z+rDVfk2Jd7/vJmnTgx9Lpv88KR+bzOznZ7murHPrHK/pxbPrlav3r8h/L7T71gVVN9XEeP7NfF664a1drCpqY6HT9x2F4rOdx0VAAAgDPZp9QmxLB1wOi8t++kHQKvuWGVHUwGzC7JtU4W3UNWsg7tr7KnjC5aWmJdZsvthMglK0pUUJRlBcdTn2PWHH7pb2/U3337E3aDmnd2H9dvfrFTbS2nmttcdMlC3fc3H7Kv8/FPb9T+PZXWdXappfnUNNV4k5GVotQ0lxIIiZgmNU4VcYVTRRzwzruv6/kXn9Cfff7r2vFiq158tl6f+Pjdevw3/z5sUOzp7dZ7B3fbU0x/9uib9uc99OCTCgQCeuK3P7KDYnt7s44dP6SsrFyVzV/qfObw7CpiHVVETJ3hZs4AAKJf0v+wmHcO7atWZ0evPYh+qy4qk98X1JFDtfZbo6m+Q22tXVqztlxXXbdSV157vn0x1cC+UEgVh+vV2NChvjOmfR7cX22vK9x41fLw5yw9b46dzU0APHKoTl6vX9WVzXrt5UP2+sS6mlZdummpNlyxTL3dfru5jZlOWnOyJXyd2uoWrb98iX0dX2/AXs8YDMTXlFPTCXbVhWVW4M5WW3OA7qaYcqaKePTofnva+cqVlyjJCndGZ2eb/XbTZTdoyeJV9vtm9kBWZq5C1n8trQ1nBTwz3bSlpd6uSF5/3Z8oxZNqj6elpsvl8qi+oUr5ebNUVX1MxysP6erNH7bHTTfT+voq+7YsWnj+abMUjLq6k9r/3pv2Gsf8/FnOKDB53J5EFZeyhRYAxCK7u6l557e/3GV30MQpt//pFeru9OqZ35zqbjocExgXLS3Wz3+8/bQtLUZSOjdfH/jQajsMmuYzw4X0Gz56kfILMvXkr988rWHNYKbjqqlKms6oDfXtzmh8MD/3Bz9ykebMK7TCdrd1/wecjwBT4/CRfdq/f5cuWLNRc+cuckZldzZ9e88Oe0bBFZtudEal7u4O7dn7mlrbmnTNVR+zQt6pyqMJiYfe32sHOhMuCwpObXdx/PghvfX2KyotKdOrrz+rx37+Pecjp5s3d7E+f8df65qrP2Yfmyrivv077a0wrt/yJ0w1xZTIyEzSygtYrgIAsSg8Oc/sM4fxM/dfY0O7/P5TjWnOpWRurr0BvKke+nwjB5vh1i0OlmqukxR/8y1N46XUVJeSkqUEpj9hivn8Xrsi2BfqU/4ZzWnS07OUkpquYycO2d1KB/h8PnutYmpq2mkB0TBTTHNyCuy377z7hjPaHx57vT322/Ky5br3L/63PQ114PLHp6v0wD/+Wv/tK/9PP/637eGAaHR2taupuV6lpQsIiJgyLjfz+wEgVoWf4YtLcp33MBLTmOYjn1yvzKz+KWHGp+7cpNy8DD3/9DvDVgMv27zcrjba6z8tF29YpEuvWKYqKyCa6aw+b8DeSP9jt12q7EFbkqy9dKEWLJmtkyea7K0zzDrFW6zr5OSe6kh70SULtGBpsR02Bzbcjye5VkhMSXPb62OSkhPsBkLAVGlsqFGzFcAWLjjvrC0tTCCbP3eRQn199kb33T2d9nrCg+/vsTfKP3/F0N1LzXTSWbPm6I1dz9uVSMOsdzR7MJpOqWdupj8Sf8BvdzRtaWnQsqVrnFFg8rndPNkCQKwKTzft6wvpG1/dag/Gq2Ur5+jaD62xAljaWQ1ozFpAMx33hd+/qw1XLNW6DYvlcfZEbG7s1KM/eOG0aaY333qxyhYU6Xnr+u+9e1JFs7N1/c0XqLg01672mbVMu984an29feFgabqZmumnBYWZ4e9vrmf2VjTXM91NFy8v1jUfXK3CWVmnXWfPrmP2deKxu+m1N67RhRcvsH8fx472qL7Gb/2+ztjgEpgEJniZpjTtHS269ZYv2usGh2K2tPjJTx+0u5NmZmbrA1ffos99+sv2thimMrhv/5t69bXfa/3FV2v1qkvtzzFhctdbL+r7/3q/3j/8jr128fN3/DddtfnD9sfPZKaUmsqj6bA6sJm+eS4wU1dfsG7junWbddEFlzvXBibf3PkpmjOfNYkAEIvCIdH4l+88o9rqVucIiHxJVuA21dflVsA3qk54VVPtld9HSASAqbRwSaqKZjOdGQBi0WkLCsoX0wEP0aWoONveg3JAsiuBtuwAMA08HtYkAkCsOu0Zfn55Ieu5EFUKi7KUln5qv0oTEgfvOwkAmBqeFEIiAMSq00PigiLr/5xgI3oUzspWSpLkbWpX0OuXy5UoZ8s6AMAUIiQCQOw6bU2i8e/fe07HKxqcIyCybShKUk59nXytHUpK8Sh/01p1Fy9Vdx/NFABgqpiAeOHFmc4RACDWnPUyYPmSWRQTERWKc1Ol2gY7IBrBXq9adr6j3pp6+xgAMDVSqCICQEw761l+0dJiMiKiQnZyn87sm+BvaZe8XtbWAsAUSkklJAJALDvrWb50bp5y8k7fIBqIRIU5KUpPSXaOHFY6dFnJkeY1ADB1UtMIiQAQy4Z8ll+6ooRKDCJacWmu5l64WKkF2XYwHJCzvExZc/KVlMwDGACmSmoqHcIAIJad1bjGOHa0Xj/6/gsa4kNARFh7ySJt2LxM6Yl9ajt4Qr0NrXJnZyjnvHJ1h1JVecyrrq6gc20AwGQyTWvobgoAsWvIZ/iyBUVKSubJH5Frzvw8ZWWnyp2TqcL152nuhzZq1uWr5cnLkttMN6WSCABThoAIALFt2Gf5DZuWMuUUEWnO/HzlF2YpKWnoh29/SHQOAACTKjOLJ1gAiHXDhsTz1syz/k9KROSZV16o7Nw05+hsLleCXMmJvMgBAFMgLYMqIgDEumGf6YtmZ2v+gkLnCIgMqalulVmPy8ysVGdkaJ7URCUz5RQAJl16Ok1rACDWjfhy4JqLy5VAOQYRpHxxkXLy0p2j4ZmNnpNdPHYBYLKlZxASASDWjRgSV19YpozMFOcImHnli2YpJ/fcIdE0VaCSCACTj5AIALHvnAsLLly/kGoiIsK8sgJ7f0SX+9xNEzx0OAWASWcCIqcEABD7zhkSL1q/gH8QEBEWLi1Wbn6GczQytydBbhfNawBgMmVkUkUEgHhwzpCYmZ1KNREzrqg4R/MXFiot3eOMnFtKGusSAWAyZWYREgEgHpwzJBoXb1xERQYzasmyYuWNsoo4IDU1US7XqB7iAIBRyMhkj0QAiAejOoMunJWt1WvpdIqZUVCUpUVWSDzXthdnSrFDIo9ZAJgMLneCUtN44Q0A4sGon+0vuXwJ1UTMiKXnlSqvYGxVRMNUEulwCgCTIzOLKiIAxItRh0Szuf6Fl7A2EdNrVnGOliwfexXRSEhMUGo66xIBYDJkZbMeEQDixZjmjWy8cpl94g1Ml+Ur5yi/MMs5GrvU1CSmnALAJMjKppIIAPFiTCHRbGJ++VXLCYqYFvPLC7V4WbHSM0bf0fRMaWk0rwGAiTLrEdlEHwDix5jPni+/eoUSmXKKaXDemnl205qJMNNNzckNAGD8qCICQHwZc0hMSkrUjR9fp0SqiZhC562eq/JFRXJ7JnZiYtbQpqUnERQBYAKycwiJABBPxjUPb/VFZVq8vIQmNpgSaWluXbBuwYSriAOYcgoAE2D9U09IBID4Mu4z56uuO59qIqaE6aI7qyTHOZo4U0l0U0kEgHExL7SZfWcBAPFj3M/6RbNztHkLQRGTa8HiWTpv1VxlZKY4IxNnTm5SUpN4rALAOGTnuJz3AADxYkIvDW7cvFzzFxQx7RSTIi3do3UbFtt7ck62tPREqokAMEbmn/ecPKaaAkC8mfD8kWtvXE2FBpPigosXqHRenhKTJn9ak2nd7vbwOAWAsUhKSlBOLiERAOLNhM/GZ5fkWkFxDUERE7JkRYlWXThfmVmpzsjk6g+Jkx8+ASCW5VJFBIC4NClnzRdvXKzz18xjk32MS35hpjZcuWxKppkOMFOmMjIJigAwatbzZk4e6xEBIB5N2hnz9R++UAXWyb75RwUYi3WXLtLs4snrZjqcdLqcAsComWfL3HwqiQAQjyYtJKakunXDR9fam+0Do7X+8iVatnKOPClT/2p1emaS9X14fALAaOTlu+w1iQCA+DOpZ8zzFxTq+psuIChiVEw4vGj9QmXnpDkjU8uc7GRkJjPlFADOwUzRp4oIAPFr0s+WL7p0kdZftoRGNhjRnPkFunzzchXOynJGpkdGBlthAMBo5BWwHhEA4tWUlFQ+8KHVWr5qDkERQ8rLz9DmLedpdmmuMzJ9MrKYcgoA55JvBUSmmgJA/Jqys+UP37pec8sK2WgfZzGdTE0lcSZeRDDfMzMrWR6mnALAkMw/21QRASC+TdmZcrIrSR/9k4uVmuZ2RgDpmhtWa8WquXK7Z26tSybVRAAYVnJygvILCYkAEM+m9Ew5Kyddn/mzzUpL9zgjiGdXfOA8rVlbNuMvHJj9EtPSEpVITgSAsxAQAQBTfpo8qzhbf3LH5UolKMa1yzYv10WXLFR6RoozMrMyzJRTqokAcBoz1ZSQCACYlrPkOfPz9YnPbiQoxqkNVyzTxRsXKzMr1RmZeZnZTDkFgDOlpScpK5utLwAg3k3bWfL88kJ98nMbmXoaZzZeuUyXbFpihbLICYhGihUQMzOT5HLRWAkADFNFLJxFFREAMI0h0ZhXVqhP3blJaRkExXhw+VXLrYC4NKIqiINlZjPlFAAGKyii2RwAYJpDolE6L0+f+7OrrKAYGWvTMDU2X7fSDogZmZH7e87KTlJqWqL96jkAxLuCIhezKwAAthkpoxTOztIXvnStFiyexYb7MSbdCoUfumWdvQYx0qcWmz08s3OS7amnABDP+qeaUkUEAPSbsbNjMwXxts9foZUXzFdSEifpsaDICv83fXydVl843wpe0bGuxTRoSEnl8QcgvqVnJNkvmgEAYMzo2bGpIn74k+u18arlSk7mRD2alS8q0kc/damWLC9RsivJGY18Zk2iWZvoclPRBhCfTBVxVjFVRADAKRGRzDZfe74+9LF11ol69IQLnLL6ojLdeMs66yQjxxmJLubV89RUHnsA4lNiUgJTTQEAp0kIWZz3Z1x1ZbOe/PVbqqlqVqgvYm4WRnDFB87Tug2LImaT/PE6UdGr2hqfggEedwDih6kils71aG4ZzeQAAKdEVEg0AoGgnvnNHu1+44h1wt7njCLSlMzJ0+brzlfZgqKoml46nNaWgCqP9aqzI+iMAEDsS0iULliXKY+HJR8AgFMiLiQO2LOrQr/btlu+Xr8zgkixZm2ZNn3gPOXmZTgj0c/8FVQc7lF9rc9+HwBinakiFs12a8HiyNzLFgAwcyI2JBrNjZ169qm9OrSvSsEgVcWZlleYqcuuXKblK+coJTX21q80N/pVedyr7i6qiQBinwmJKy/IsDubAgAwWESHxAFvvn5Uv//N2/J5qSrOlFUXzNeVW85Xbn7sVA/PFAyGdORQj5oaeJwBiHFWQMwvcGnJ8jRnAACAU6IiJBptrd168Q/79M5bxxRgreK0KS7N1cYrl2nRsmJ5omTvw4lorPfr5AmverqpJgKIXaaKuGJVur1XLAAAZ4qakDjg/QM1eunZ/aqubFIfHVCn1KVXLNWlm5YqMyt+1qsE/CEdfb9HTY1UEwHEKCsg5uYla9l56c4AAACni7qQOGDXq4f1hyf3yOcNOCOYLCsvmK9N16xQfmGmEszLzXGmoc6nqkpTTaRiDSD2mKf15eenKzuXKiIAYGhRGxINs0bxtVfe1/bn3pPPR1icqCUrSrThimUqnZsXE9tajBfVRAAxy1QR85O1bAVVRADA8KI6JA7o7OjVzlcP69UXD8pPWByzxctLtP6yxZpXViCXm1eWjcZ6n7M2kWoigNhh9kVcvjJd2axFBACMICZC4oDuLp/eeuOIdjx/QD09PmcUwzFbWVy8cbFK5+XLFceVw6EEAk41kU6nAGKEmWaal+/SkhV0NAUAjCymQuKAvr4+7XnzuN56/YiqT7aojz0WwzIyU7Ri1VxddMlCFRRmKjEp0fkIzmQCoqkmsm8igFiQaD3dr1iVocwsXhQEAIwsJkPiYMeP1uvtXce07+0T8vvj92R/zrw8rbqwTOetmae0dI8zipH0BUOqONJrN7KJ7b8SALHOVBELZ7m0cAlVRADAucV8SBzQ2+PXgXcrtW9PpXXiX69gHOy1mF+QaTejOd8KhkXF2UpO5tXjsWppDqjyWK+6OqkmAohepoq46sJMpaYxewQAcG5xExIHa2vp0qH3anRwf5WOW4ExljbnN9tWLFo6W0vPm2NXD2lEM3HHK3pVV+1TMEg5EUD0MVXE4jkezS9PcUYAABhZXIbEwbq6vDp2uF5H3q/Vvt0nonIrjfkLCq1gWKwFS2araHYWFcNJ1tEe0AkrKLa3UU0EEH1c7kStWZth/dtgpUUAAEYh7kPimRrr21V5rEmVxxt18lijmho71NcXOXeRWU9YXJqrOfPz7S0r5swvkNtDtXCqVVd6VVPllc/HnwuA6GGqiGULUjS7lLXoAIDRIySeQ0+3T3W1raqrblNDbZsdIqsqmxUITH1VKS3Doznz8jW7OEdF1mVWSY5y89KVREfSadfT06djR3rU2sw+nACih+lkev6aDOcIAIDRISSOk9mHsa2lW+2t3epo71FXZ6+6u8x2CT55e/32tFVzndAQVUiPxyW3J8l+m5LqVmq6R+kZKcrM9CgzJ005uenWP+wpSjSdBhAxTJfTqko22AcQHcw/IUtXWP+m5LmcEQAARoeQCIxSMBDSMbMlRj1bYgCIbPaWF0UuLVzKlhcAgLGjVAWMUlJyggqsk670DBoDAYhsCVZKLJ1HN1MAwPgQEoExyM5NVl6By+4WCACRKMF6eppb5lFKKs9TAIDx4V8QYIzyrZCYkcGfDoDIY6aZZmYmq2QO3UwBAOPHmS4wRubV+cJZbqWlM+0UQGQx00xNFREAgIkgJALjYKqJuXnJSkpic2oAkcFUEYtL3crKZu9cAMDEEBKB8bBOxgoKXfYeZAAQCczshrllNKsBAEwcIREYp7SMJHvaaWoaf0YAZlZiYoLmlafY1UQAACaKs1tgAvILXcrNdzHtFMCMMcFwdqlLOblMMwUATA5CIjAB5uSssMjNtFMAM8ZMM51XluocAQAwcYREYILS0hNVNJtupwCmX2JSgsoWMM0UADC5CInAJDDTTk0jG5eLMzUA0yPR+hd8zly3snKYZgoAmFyERGCSFBS5lEnreQDTwFQOs3NdKp1HN1MAwOQjJAKTxJOSqNklrE8EMPWSk/unmQIAMBUIicAkys5JtrfFSLECIwBMBbPdxXwrIKak8jwDAJga/AsDTLLCWS57jWJSMusTAUwusw7RzFgwL0YBADBVCInAJDOv8psTuKxspp0CmDxmHWJWdrJdRQQAYCoREoEpkJqWqOISD+sTAUya5ORElS0kIAIAph4hEZgi2bnJmlXsUSrrhgBMUFJSgsoXpSg1jReeAABTj7NXYAqZ9YmFs93snwhg3Mw6xNK5HnutMwAA04GQCEyxollu5ea77BM9ABgLsw6xoMit0nkeZwQAgKnHaSswxVzuBBWXuu3tMQBgtExAzMxOtqeZAgAwnQiJwDRIS09S8Rwa2QAYPZc7UQusgGg6JgMAMJ0IicA0MZXE4lKPHRgBYCSmUc3Cxak0qgEAzAhCIjCNTOMJsxG2J4U/PQBDMwHRbHWRk8cUdQDAzOBMFZhmRbPddlA0axUBYDAztdQ0qTHPEwAAzBRCIjDNTDMKcwJYWOS2KwYAYJgOyLOK3fZ2FwAAzCRCIjADkpP7O57mFbjs0AggviVY/xrnF7rtaaYAAMw0QiIwQ9yeRLtikJPHBtlAPDMvFOXmurRwSaozAgDAzCIkAjMoNS1Rc+dbQTGXBhVAPDIBMSs72Q6IzCoAAEQKQiIww9IzkjRnfgqb7QNxxoRC8/e/aGmqkl0kRABA5CAkAhHAbLJvgqKpKACID2YrnEXLUu2p5wAARBL+ZQIiRFZ2kj311LwFENtSUhO1dEWaUlP5ewcARB5CIhBBsnKS7YqiqSwCiE0mIC5Znqa0dP7OAQCRiZAIRBizNnFuWYqyCIpAzLED4rI0ey0iAACRipAIRCATFOeYoMjUUyBmDFQQ0zP5uwYARLaEkMV5H0CEaW8LqPJYr/U26IwAiEYDaxCZYgoAiAaERCDCdbQH7aDY1hpwRgBEi4FtLhYvS7ODIgAA0YCQCESBzs7+oNjaTFAEosXARvlmH0S2uQAARBNCIhAlurusoHi8V82NBEUg0iVYmTA3z6WFS1KVnMxG+QCA6EJIBKJIb2+fqk70qrHer74+ZxBAREm0AmJBkVsLFqfa1UQAAKINIRGIMj5fn2qrfKqr9Sng588XiCRJSQmaXeLWvPIUZwQAgOhDSASiUDAYUn2NXzVVXnm9lBSBSGAC4pz5HpXM8TgjAABEJ0IiEMUaG/yqOu5VdzdbZAAzyaw7LF+UqoIilzMCAED0IiQCUa61JaCTx3vtrTIATD+ztYVZf5idk+yMAAAQ3QiJQAzo7HC2yLACI4DpYW9xYQXDBYtS2QMRABBTCIlAjDCdT2tOetVQ71cwwJ81MJUSkxJUNMul+QtS7W6mAADEEkIiEENMQ5uGWr+qTUMbKzQCmHxJyQmaOz9FxaVuZwQAgNhCSARiUEtz/zpFMw0VwOTxpCTaDWpy81h/CACIXYREIEZ1dQZVedxrBUa/xF85MCFmSml2brLKFrD+EAAQ+wiJQAzz+/pUV9O/8b7Py586MB5m/8OSuR7Nmcf+hwCA+EBIBOJAS5NfJ094mX4KjJGZXmqqh3kFTC8FAMQPQiIQJ8z00+pKr5qtwNhHTxtgRImJCXYwnFeWYgdFAADiCSERiCOBQEiN9X7VVnnV00NSBIaS7HQvnU33UgBAnCIkAnGooy1gN7Vpa2XzfWCAvTl+drLmlacoIzPJGQUAIP4QEoE4ZZra1Nf57cY27KmIeGeqh6Y5Tal1AQAg3hESgTjX3mb2VKSqiPhkqoeZWUmaW5aqrGyqhwAAGIREAHZVscGpKvZSVUScMNXD0nkelcyheggAwGCERABhZouMyuO9am2mqojYZTqX5uQl2/sepmdQPQQA4EyERACnCQZDam4MqPqkV91d7KuI2OLxJGrufI8KZ9O5FACA4RASAQzJbJFhpp821vvk9/E0geiWlJygWVYwLJnjlsvNvocAAIyEkAhgRB3tAVVVeu0pqDxbINokWnkwOydZpfNS7AY1AADg3AiJAM6pLyi1NPvtKahm3SIQ6UzX0tTURDscFhS5nFEAADAahEQAo+bzhdRY71d9rU893YRFRCaXK8He73BWidtuUgMAAMaGkAhgzHp7+uygaNYrer08hSAymC0tZhW7NdsKh24P6w4BABgvQiKAcevu6m9u09Tot/daBGaCaUpTWOSywqFHqWmEQwAAJoqQCGDCujqDqrXCYosJi36eUjA9TDgsKHRpVrHZ75BwCADAZCEkApg0XV1B1VX71NwUoLKIKXMqHLrZDB8AgClASAQw6bq7+1TvTEP1eQmLmBxmzWHhLJeKZnuUlk7lEACAqUJIBDBlTIMb09ymod5vvw+Mh+lWajqVFs1yy5NCOAQAYKoREgFMOZ83pOam/q0zzPpF4FwG9jmcVeqxp5aaKiIAAJgehEQA0yYYDKm9LWiHxbbWgIIBnn5wuqSkBGXnJqtotlu5ecnOKAAAmE6ERAAzoqe7Tw11/esWmYoKlzvBDoYFhW7WGwIAMMMIiQBmlNkyw1QVG+v9ajfVxSBPSfHCVA2zcpJUOKu/apiYyJRSAAAiASERQMQwFUVTWWxs8KubtYsxyV5rmJ5krzPMK3DZ6w4BAEBkISQCiDh9fVJ3V9AOiy1NTEeNdiYYuj2JyrdCoQmGmVnsbQgAQCQjJAKIaGb6aWdH0O6O2tocIDBGCTsYuhOtUJisvHyXsnJoQgMAQLQgJAKIGiYwmmmoLVZYNBVGs2k/IkdCotm2IsleX2gumdkEQwAAohEhEUBUMs9cvT1BtbYE7IupNgb8PJ1NN9N8JjM7STm5ycrOcdGZFACAGEBIBBATTEDs7AiorTVod0s1W2z09fH0NtkSTbUwLckKhCYUJisjK4mN7gEAiDGERAAxye8Lqb09oI62oDqst91dhMbxMKEwLT3JnjpqGs5kZibZTWgAAEDsIiQCiAuBQEhdnUF7Wqq5dFkXr5c1jYMNNJtJz0hShhUGTZXQvE+lEACA+EJIBBCfrGc+n88Kjl1Be7sN89YEx3jpnmoqhCmpiUpLS7IrhSYMmv0LPR4CIQAA8Y6QCACDmA6q3t4+e02jufT29gfHXmvMrHuMpmdMUxlMTk60w+DAxWxeb9YUpqQkKDGJQAgAAM5GSASAUbIDpLdPvt6QfOatz3rr67PXP/qsABkw71tvzdrHqXxmNeEvMTFBya4EudzWxZUot/XWTBV1e6y3nkR5rIsZS2KqKAAAGCNCIgBMMvOsGgxYodEKleZtMCj1We+b8NjXZz7eHyIHLoOZAGj2G0y03jFTQk21z7w1W03YFyv0JSeb6xH+AADA1CAkAgAAAADC6GMOAAAAAAgjJAIAAAAAwgiJAAAAAIAwQiIAAAAAIIyQCAAAAAAIIyQCAAAAAMIIiQAAAACAMEIiAAAAACCMkAgAAAAACCMkAgAAAADCCIkAAAAAgDBCIgAAAAAgjJAIAAAAAAgjJAIAAAAAwgiJAAAAAIAwQiIAAAAAIIyQCAAAAAAIIyQCAAAAAMIIiQAAAACAMEIiAAAAACCMkAgAAAAACCMkAgAAAADCCIkAAAAAgDBCIgAAAAAgjJAIAAAAAAgjJAIAAAAAwgiJAAAAAIAwQiIAAAAAIIyQCAAAAAAIIyQCAAAAAMIIiQAAAACAMEIiAAAAACCMkAgAAAAACCMkAgAAAADCCIkAAAAAgDBCIgAAAAAgjJAIAAAAAAgjJAIAAAAAwgiJAAAAAIAwQiIAAAAAIIyQCAAAAAAIIyQCAAAAAMIIiQAAAACAMEIiAAAAACCMkAgAAAAACCMkAgAAAADCCIkAAAAAgDBCIgAAAAAgjJAIAAAAAAgjJAIAAAAAwgiJAAAAAIAwQiIAAAAAIIyQCAAAAAAIIyQCAAAAAMIIiQAAAACAMEIiAAAAACCMkAgAAAAACCMkAgAAAADCCIkAAAAAgDBCIgAAAAAgjJAIAAAAAAgjJAIAAAAAwgiJAAAAAIAwQiIAAAAAIIyQCAAAAAAIIyQCAAAAAMIIiQAAAAAAh/T/A3ktQ1UmzD3oAAAAAElFTkSuQmCC" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Status de entrega \n", + "\n", + "![image.png](attachment:image.png)" + ] + }, + { + "attachments": { + "image.png": { + "image/png": "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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Dash Final \n", + "\n", + "![image.png](attachment:image.png)\n", + "\n" + ] + } + ], + "metadata": { + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}