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{
"cells": [
{
"cell_type": "markdown",
"id": "79908dc6",
"metadata": {},
"source": [
"# How Jupyter works"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "408602ca",
"metadata": {},
"outputs": [
{
"ename": "NameError",
"evalue": "name 'x' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[0;32mIn [1], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[43mx\u001b[49m)\n",
"\u001b[0;31mNameError\u001b[0m: name 'x' is not defined"
]
}
],
"source": [
"print(x)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "598f5bed",
"metadata": {},
"outputs": [],
"source": [
"x=3"
]
},
{
"cell_type": "markdown",
"id": "77d75f52",
"metadata": {},
"source": [
"## Basic commands\n",
"\n",
"Jupyter Notebook is widely used for data analysis. The notebooks documents are documents produced by the Jupyter Notebook App, which can contain both code (e.g. Python) and rich text elements (paragraphs, equations, links, etc.).\n",
"\n",
"The Jupyter Notebook App is a client-server application that allows editing and running notebook documents by a browser.\n",
"\n",
"### Shortcuts in both modes:\n",
"- Shift + Enter run the current cell, select below\n",
"- Ctrl + Enter run selected cells\n",
"- Alt + Enter run the current cell, insert below\n",
"- Ctrl + S save and checkpoint"
]
},
{
"cell_type": "markdown",
"id": "aea23ddf",
"metadata": {},
"source": [
"### While in command mode (press Esc to activate):\n",
"\n",
"**Enter take you into edit mode** and also **considers that some commands en Google collab have been modified and require first the `Ctr+M` command** and then the command that you need like change the cell type to Markdown:\n",
"\n",
"- H show all shortcuts `Ctr+M`\n",
"- Up select cell above\n",
"- Down select cell below\n",
"- Shift + Up extend selected cells above\n",
"- Shift + Down extend selected cells below\n",
"- A insert cell above\n",
"- B insert cell below\n",
"- X cut selected cells\n",
"- C copy selected cells\n",
"- V paste cells below\n",
"- Shift + V paste cells above\n",
"- D, D (press the key twice) delete selected cells `Ctr+M`\n",
"- Z undo cell deletion\n",
"- S Save and Checkpoint `Ctr+M`\n",
"- Y change the cell type to Code `Ctr+M` \n",
"- M change the cell type to Markdown `Ctr+M`\n",
"- P open the command palette `Ctr+M`\n",
"\n",
"This dialog helps you run any command by name. Its really useful if you dont know some shortcut or when you dont have a shortcut for the wanted command.\n",
"\n",
"- Shift + Space scroll notebook up\n",
"- Space scroll notebook down"
]
},
{
"cell_type": "markdown",
"id": "6066c3fc",
"metadata": {},
"source": [
"### While in edit mode (press Enter to activate)\n",
"- Esc take you into command mode\n",
"- Tab code completion or indent\n",
"- Shift + Tab tooltip\n",
"- Ctrl + ] indent\n",
"- Ctrl + [ dedent\n",
"- Ctrl + A select all\n",
"- Ctrl + Z undo\n",
"- Ctrl + Shift + Z or Ctrl + Y redo\n",
"- Ctrl + Home go to cell start\n",
"- Ctrl + End go to cell end\n",
"- Ctrl + Left go one word left\n",
"- Ctrl + Right go one word right\n",
"- Ctrl + Shift + P open the command palette\n",
"- Down move cursor down\n",
"- Up move cursor up"
]
},
{
"cell_type": "markdown",
"id": "dad4c1fb",
"metadata": {},
"source": [
"# Basics of Python and Programming\n",
"## Using conditionals"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "9272c3fd",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"El valor es positivo\n"
]
}
],
"source": [
"x = 1 #int(input('Introduce un numero: '))\n",
"if x<0:\n",
" print('El valor es negativo')\n",
"else:\n",
" print(\"El valor es positivo\")"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "90916e74",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Introduce un numero: -5\n",
"El valor es negativo\n"
]
}
],
"source": [
"x = int(input('Introduce un numero: '))\n",
"if x<0:\n",
" print('El valor es negativo')\n",
"else:\n",
" print(\"El valor es positivo\")"
]
},
{
"cell_type": "markdown",
"id": "e246b55e",
"metadata": {},
"source": [
"## Using for loops"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "7d68db25",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"juan\n",
"israel\n",
"jonathan\n",
"homero\n"
]
}
],
"source": [
"nombres = ['juan', 'israel', 'jonathan', 'homero']\n",
"for n in nombres:\n",
" print(n)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "b5a09022",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1\n",
"2\n",
"3\n",
"4\n",
"5\n",
"6\n",
"7\n",
"8\n",
"9\n",
"10\n"
]
}
],
"source": [
"for n in range(1,11):\n",
" print(n)"
]
},
{
"cell_type": "markdown",
"id": "e163a7e0",
"metadata": {},
"source": [
"## Arrays and indexing"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "d98ef5bd",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"a = np.array([[1,2],[3,4],[5,6]])"
]
},
{
"cell_type": "markdown",
"id": "096d51b8",
"metadata": {},
"source": [
"## Functions "
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "fd363297",
"metadata": {},
"outputs": [],
"source": [
"# how to crate functions\n",
"def myFuncion(x):\n",
" y = np.sin(x)/np.cos(x)\n",
" return y"
]
},
{
"cell_type": "markdown",
"id": "d8fada9a",
"metadata": {},
"source": [
"## Making basic plots"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "b956d7c9",
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"time = np.linspace(0,10)\n",
"y = myFuncion(time)\n",
"y2 = np.tan(time)\n",
"plt.plot(time, y/2,'-g*')\n",
"plt.plot(time, y2, ':m+')\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "280bf852",
"metadata": {},
"source": [
"### Subplot"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "048067ac",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 640x480 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.subplot(3,1,1)\n",
"plt.plot(time, np.sin(time),'r', label='$y_1$')\n",
"plt.legend()\n",
"plt.subplot(3,1,2)\n",
"plt.plot(time, np.cos(time),'g',label='y2')\n",
"plt.legend()\n",
"plt.subplot(3,1,3)\n",
"plt.plot(time, np.tan(time),'k', label='y3')\n",
"plt.legend()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "4be8971b",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 640x480 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.subplot(6,3,1)\n",
"plt.plot(time, np.sin(time),'r', label='y_1')\n",
"plt.subplot(6,3,2)\n",
"plt.plot(time, np.cos(time),'g',label='y2')\n",
"plt.subplot(6,3,3)\n",
"plt.plot(time, np.tan(time),'k', label='y3')\n",
"plt.subplot(6,3,4)\n",
"plt.plot(time, np.sin(time),'r', label='$y_1$')\n",
"plt.subplot(6,3,5)\n",
"plt.plot(time, np.cos(time),'g',label='y2')\n",
"plt.subplot(6,3,6)\n",
"plt.plot(time, np.tan(time),'k', label='$y_1$')\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "8236e97a",
"metadata": {},
"source": [
"# Some additions task and work"
]
},
{
"cell_type": "markdown",
"id": "937e9070",
"metadata": {},
"source": [
"- Make function that computes the factorial of a given numer using for loops\n",
"- Make a function that computes 4 functions (sin, cos, tan, logistic) and plots \n",
"- Make a function that recive your age and classifies you as baby, teenager, ...."
]
},
{
"cell_type": "markdown",
"id": "f60bf212",
"metadata": {},
"source": [
"## factorial"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "2eee578a",
"metadata": {},
"outputs": [],
"source": [
"def factorial(argument):\n",
" mul=1\n",
" for n in range(1,argument):\n",
" prod = mul*(n+1)\n",
" mul = prod\n",
" print(prod)\n",
" pass"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "9c9addfe",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2\n",
"6\n",
"24\n",
"120\n",
"720\n",
"5040\n"
]
}
],
"source": [
"factorial(7)"
]
},
{
"cell_type": "markdown",
"id": "841a2854",
"metadata": {},
"source": [
"## making plots"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "d19216c9",
"metadata": {},
"outputs": [],
"source": [
"def myPlots(x):\n",
" y1 = np.sin(x)\n",
" y2 = np.cos(x)\n",
" y3 = np.tan(x)\n",
" y4 = 1/(1+np.exp(-x))\n",
" #plots\n",
" plt.figure(figsize=(10,10))\n",
" plt.subplot(4,4,1)\n",
" plt.plot(x, y1)\n",
" plt.subplot(4,4,2)\n",
" plt.plot(x, y2)\n",
" plt.subplot(4,4,3)\n",
" plt.plot(x, y3)\n",
" plt.subplot(4,4,4)\n",
" plt.plot(x, y4)\n",
" pass"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "322fae49",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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pA4AsmxmFWVYAYs0uIQ9H2mLLHB1r69Xlji7LCC0dpKQOAPIzrdLa3aHDkszh+o0AwGQ0SBsDR9v0+d5DEMlCPUfEaKbPH8TaP+wDLwBfWFCGq2cXa21SykDBkYa4vQE0dYm7sjOHKKtjO+ut4TIYPdHd55d2xYcKjortNpTabeCFSCCiJ9iA2nnDKLZMDvdSUWmdPAiCgGPhzNG0ITJHJXYbctLNCPKC7vpefMGQtKlxtvx+NBdMFDcGWHZSTxxqFW0arN+IMSUcuLIsH0GMNvpH6RBYggCAx948glNn+lBit2HDf5yntTkpBQVHGsJK5UrtNtjTB2+Os6eZUWIX06BHdZY9YlmjomwrMqxDzxM+n5XW6UyUobvPj1NnRBW9uUNkjoBIad1xyhzJgsPtRY8vCKOBQ2X+4FO4OY6LlNbprO+oqasfvABkWIwoyrYOedykfDG4aOjUX1AtiTEMkTkCIoHrEQqOiFEKzTkiRiutrn78tvY0AGDjF+aQAEOcUHCkIZIYwzC7t0DESdGbYt2pM8OX1DFYaZ3eBkqy4a8TxqUP26A4iTJHssIyEZXj0gftd2Hote/odPi+rxiXMWifGmPCODHwO9WhLxl7V38AjZ1ixnq4zBEreTyWImV1P/rRj8BxHO677z7pOa/Xi9WrV2PcuHHIzMzEjTfeCKfTqZ2RhK6IzhZRWR0xmvjluyfgD/FYMjEPy6YPLphFDA0FRxpS5xhejIExvTiiHKUnTraz4GjwvhEGy8roTVQi0m+UM+xxk8OZoxMd+rr+qcoRSalu+PueZTUOtuirLI0FO5XjBs96MSaE55adPuPR1RBktilTlpM27KaApFjXpn/Ful27duGXv/wl5s6dO+D5b3zjG/j73/+OP/7xj3j33XfR0tKCL3zhCxpZSegNEmQgRiNtbi9e3tkAALj3yqkaW5OaUHCkIXUjyHgzpMyRzoKLE+GyukkjZI4qwk5kq6sf/iCvuF2xwnpBhiupAyI9R6c6+hDSuZOYCrAeommDSEhHw4KjutYeXTnnbKBxxQjBUXleGjgO8PhDOKMjxTqWiZs5QsZ6wrh0mI0c+vwhtLj0q1jX29uLW2+9Fc8++yxyc3Ol510uF5577jk8/vjjuOKKK7Bw4UL8+te/xocffoiPPvpIQ4sJvdBHPUfEKGTzuyfgD/JYNCF30Dl8xMhQcKQRPC9Iwc6ImSOdKtaNpFTHKMi0wmY2gBeAFh3JAp8MZ4JGCk5Lc9JgNRngD/Fo6tJXiVQqwu7jKUOIMTAmF2TCYjSg1xdEo46uOysnrRw3/H1vNRlRGp6BxErx9MBISnUMs9Eg9U3pLWsdzerVq3Hddddh+fLlA57fs2cPAoHAgOdnzJiBiooK1NbWDnk+n88Ht9s94EGMTmjOETHaaOvx4qUdYq/R/1w5ddjSb2JoKDjSiMauPvT5Q7CaDCM6WVMKM8FxwBmPHx29PpUsHB5BECLBUcHw9nMch/JccZed7bprjSAIklJged65QzyjMRo4KQAkUYbkEAQBR2PMHJmNBkwrFo/RkyhDQ1jEY0Le8JkjAKgIH3P6jD7ueyBKjGGEzBEATAn/jfQq5/3KK69g79692Lhx4znfczgcsFgsyMnJGfB8UVERHA7HkOfcuHEj7Ha79CgvL5fbbEIH+IM8glEZaeo5IkYDv3r/JHxBHvPLc3DJ1HytzUlZKDjSCFZSN60oCybj8H+GNItRcsSO6KS0rq3Hhz5/CAYOUuAzHMxJ1Etw1N7jgy/Iw8CJmaGRIDlveWjr8aHHGxwQcA4Hc+AP6iQ4CvGClMWaEIP9TI3vlE6Co0CIl7JA542QOQKAaYX67HcEgMbGRtx777146aWXYLPJN9hw3bp1cLlc0qOxsVG2cxP64exgiMrqiFTHGwjh9zsivUaUNUocCo40oq5VDHJmFA9fWsTQm2IdCxLK89JhMY18G5WHgyO9lEc1hrNGJfY0mEcITgGS85YLVlI3YQSlOga771mWUmtauvsRCAmwGA0ozh7ZIa/IE++bBp2U1TV19cMf4pFmNmJ87sibAlPDmaMjOps1BYhlc21tbTj//PNhMplgMpnw7rvv4qmnnoLJZEJRURH8fj+6u7sHvM7pdKK4eOhhiFarFdnZ2QMexOijLzBwKHl/QD/9sASRCNsOOdHjC6IsJw2XTSvQ2pyUhoIjjWBN6dNjDI7YcXrpO4q134ghBUc6yRyx3qGyGBxEIJI5Ok6Zo6RgGQgmEz0SzIFv0kmvGiuPK89Lg9Ew8q4cU7TTS+aoObwpUJabFtOuoiTn7ezRleIeAFx55ZXYv38/9u3bJz0WLVqEW2+9Vfq32WxGTU2N9Jr6+no0NDSgqqpKQ8sJPdB3VubIS2V1RIrz6t4mAMAXzi+DIYbPJ2Johp7cSSgKc84rYuhbAPSnWBfrjCOG3srqWJAWS0kgEMkcnaDMUVKw3pVpI4gxMMpyxL8Pc+q15nR4oOuEEfoEGUzRTi/3fXN3eFMghlJSAKjMz4DJwMHjD6HF5Y35dWqQlZWF2bNnD3guIyMD48aNk55ftWoVqqurkZeXh+zsbHz9619HVVUVLrzwQi1MJnQEldURo4m2Hi/eO9oBAPj8gjKNrUl9KHOkEc3dkR3cWJgWNXNED7CyupFkvBkVUuZIH04us2MkMQYGGwTb0euHqy+gmF2jHZY5mhJn5qij16cLNSmWOZowgow3gwVRnR4/3F7t7xsWZMZSUgeIohhsA+SoTrLW8fDEE0/gs5/9LG688UZceumlKC4uxquvvqq1WYQOODtzRMERkcr8bV8LQryABRU5kr9CJA4FRxrgDYTQ0SvOPYl1J5Y5Mz3eoC6cLCaDPdIAWAYLQlz9AV0EF03d8WWOMq0mFGVbAQDHaRhsQgxUqostc5STbka6RexNatZBaR2T5I5FqQ4Q75v8THHQaoMOSuuauuLblAGiNmZ0KMpwNtu3b8eTTz4pfW2z2bBp0yZ0dnbC4/Hg1VdfHbbfiBg7sAGwGeH3FyqrI1KZV/c2AwC+cP54jS0ZHVBwpAHMycuwGGFPM8f0mgyrCTnp4rGt3V7FbIuFYIiXyoRGkvFmpFsiTqIeRBlY5ijWHXSAFOuSxe0NwtUvBsYjydczOI6TNhD0UFonZY5izJgCkezRKR2IMrDerXjK45jinh7WLUHIBSurywt/Lo22zNGmTZtQWVkJm82GJUuWYOfOncMe/+STT2L69OlIS0tDeXk5vvGNb8Dr1dbXIGKjrtWNQ61umI0crp9borU5owIKjjSgpTu+pmgGGyjJ+ga0ojms2GU1GVASg2IXQy+iDCFekP4G5TFmAADqO0qWVpd4zXPTzUizjKxUx2BZDq0zR4IgRIKjOO6bCTqadRRvWR0gKjoCQIvGmzIEISesrC4vQ6wICPIC/MHRoVi3ZcsWVFdXY8OGDdi7dy/mzZuHFStWoK2tbdDjX375ZTzwwAPYsGED6urq8Nxzz2HLli349re/rbLlRCL85WMxa3TljCLkpFs0tmZ0QMGRBkiKUXE2N7N5PM0aOyknopTq4lFE0YsoQ6urH0FegNnIoSiO4G5SPlOso+AoEVhAGstcqWiYI6915qi9x4f+gDjba3yM5ZhAJHN0WuPMUTDEw+EW3zvisZ+9T7XooKyRIOSCZYrGZVjOeS7Vefzxx3HXXXdh5cqVmDVrFjZv3oz09HQ8//zzgx7/4Ycf4qKLLsItt9yCyspKXHXVVfjyl788YraJ0B6eF/Dax6ykjoQY5IKCIw2IV4yBwZxErZ2Uk+GyslhLoxisv0fr4Ij1XZTmxCbHzGCZI73M3Ek1WFDPMhGxIinWaXzfMznu0py0mGZ7MSboRM7b4fYixIszmgoyrTG/riRH3EBocVFwRIweWFmdPc0sfQ7oQfQlWfx+P/bs2YPly5dLzxkMBixfvhy1tbWDvmbp0qXYs2ePFAydOHECb7zxBq699tohf47P54Pb7R7wINRnf7MLbT0+ZFpNWDa9UGtzRg0k5a0BzV2J7aCXMidF6+CIZY5i7DdiSIp1GmcA4pXxZrDddiovSoxWqd8l9mwdENlEaNK454VlfuLdFGDBkdaCDOx9pyTHFlfGl71PdfcF0OcPIt1CHxtE6sPK6tIsRqSZjej1Bc+R905FOjo6EAqFUFRUNOD5oqIiHD58eNDX3HLLLejo6MDFF18MQRAQDAbxta99bdiyuo0bN+Lhhx+W1XYifrbXtwMALp6SH9emHTE8dCU1IJGmaCDipGgdHEkzjuLNHOmk54gFZ7HKeDNK7KJT3+sLokcHioGpRqJldXoRZGA9QxUxyngzWFmdw+3VdGe6OcH3nWybGVlWMSCijQFitNAXENXq0s1G2MxiD+RoKauLl+3bt+OHP/whfvGLX2Dv3r149dVX8frrr+N73/vekK9Zt24dXC6X9GhsbFTRYoLxTr3YR3b5jAKNLRld0BagBiTSFA1EB0faOijNXfGLGQARp7Kpqw8hXoirpE1OWAYinr4LQFQMzLaZ4PYG0eryIssWm9IgIdLiCpfVxemcl4fXicPtRSDEw2zUZk/ndDior4wzOMpNNyPLZkKPN4iGzr6YZczlJtH3HUDMNvU4e9Hq6o95RhVB6Jn+6MyRRXxPGQ3BUX5+PoxGI5xO54DnnU7nkDL2Dz30EG677TZ89atfBQDMmTMHHo8Hd999N77zne/AYDj3PddqtcJqjb08l5CfTo8fnzR1AwAum0YldXKiipcRj6TkCy+8AI7jBjxstvjKcIbiTK8P1/z0fSz+wVvgeUGWc8ZLiBekpmjWSxErbMfX4fYiGNJGVUcQBLQyJ9ce39+lONsGs5FDICTA6dYuwGtKQMaboWT2Ti/rRClaEiyry8+0wmI0gBcAh0u7+4aV1VXkxZcx5Tgu0nekYb+aNOMozvcdQD9Za4KQi7PL6oDRMevIYrFg4cKFqKmpkZ7jeR41NTWoqqoa9DV9fX3nBEBGo3hNBEEbX4kYmfeOtEMQgBnFWSiO0x8jhkfx4CheSUkAyM7ORmtrq/Q4ffq0LLZk2cw47HCjrceHzj6/LOeMF2e4Kdps5FCYFd+uS0GmFWYjhxAvoK3Hp5CFw+PuD0q7a/EuRqMhMrNGS1EGNq8l3swXEAkI5XbS9bROlCDEC9I1i1eQwWDgpH47LUUZWFkdm/sTD6y0Tsv7PlEhGCDyN9NaKZMg5IJljtLNkeBoNGSOAKC6uhrPPvssXnzxRdTV1eGee+6Bx+PBypUrAQC333471q1bJx1//fXX4+mnn8Yrr7yCkydPYtu2bXjooYdw/fXXS0ESoT+2SyV1lDWSG8XL6qIlJQFg8+bNeP311/H888/jgQceGPQ1HMcpMsXcYjIgP9OK9h4fHC4v8uNQbJIL5qAU2+NrigZEJ7HYbkNjZz+au/vj7t2QA6ZYlZdhkeq046E8Lx2nzvShobMPF04aJ7d5I+ILhqTMXbyCDABQzGa+yBwc6WmdKEFHrw/BcCllvJsCgOjQnzrTJ2U/1Ka7zy8NsK1IIKhms460HASbaM+R+BoxOG2lzBExSujzh3uOLKZR13N08803o729HevXr4fD4cD8+fOxdetWSaShoaFhQKbowQcfBMdxePDBB9Hc3IyCggJcf/31+MEPfqDVr0CMQIgX8O4RUYxh2TTqN5IbRTNHiUhKAkBvby8mTJiA8vJyfO5zn8PBgwdls4nt/LdqVJ6T6IwjRqld2/IWtvtfHMd8oGiYY9mk0Q56a7cXggDYzAbkZ8Y/LK3ULr+TqMd1IjfSpkC2DaYEeobGMzlvjYIj1ueXl2FJSK2NZWtaNcq88LyQVM+RVFZHct7EKGFAWV14KPVoUKtjrFmzBqdPn4bP58OOHTuwZMkS6Xvbt2/HCy+8IH1tMpmwYcMGHDt2DP39/WhoaMCmTZuQk5OjvuFETHza1I2uvgCybCacPyFXa3NGHYoGR8NJSjocjkFfM336dDz//PP461//it/97nfgeR5Lly5FU1PToMfHq7XPnHqHRh/ykd3b+Hefxdex8hZt7E+034hRrvEg2MYoMQaOi18QgokJyBlcq7FOAG3nUrR2J3ffsOCiuVub+4b1yCW6KSCVY2rUa9fR64M/xMPAxV8OC0TK6rQK7ghCbliWKD2652iUZI6I0Q+T8L5kar5mIkWjGd1d0aqqKtx+++2YP38+LrvsMrz66qsoKCjAL3/5y0GP37hxI+x2u/QoLy8f9vzFWmeOkqj7B7RvjGZBZUmcTfWMCq2Do7AYQ3mi11+6f7TdQY93nQDxrxU5SVTGm6GXTYFEm16LpE0Zbd53mqIyd4l8kEZff2rQJkYDgwkyjJayOmL0w/qNaPCrMigaHCUiKXk2ZrMZCxYswLFjxwb9frxa+8UKNdTHilTakqiTmKutnHdLgk31jEhwpI2Tm4wYAzAwuJbLSVRjnQDazqVoTjY4kgbBarQp4E4uOGLr5YzHD19QfQdMKudNcFOgyG4FxwG+II9OjzZiNgQhJ5Igg8UUVVanjQosQcRDp8ePT5tdAKjfSCkUDY4SkZQ8m1AohP3796OkpGTQ71utVmRnZw94DIfW5S3JOonaZ46SKy9i9nf0+uAPqv9BxJzrRMQYgIiT2+cPwd0flMUmNdYJEP9akROWaStNMOM4PqpnRwsZfpYxTfS+z003S9PL29zqK002Sf1Gid33VpNRErDRKutOEHISEWSgzBGRWuw82QlBAKYVZaIwwc8kYngUL6uLV1Lyu9/9Lt58802cOHECe/fuxVe+8hWcPn1aGk6WLMXZ4VlBGnzAC4KQ9A5umcaSxq1JltVFO4lazDpq7GQ9R4ld/zSLEbnp4vBXOZvT9bZO5IZlOksTzDgWZ9tgNHDwh3i096ofXDjCAU2imSOO4yL9jhrc96xXK1EhGCCysaGlnDpByIVUVmeOCDJQzxGRCuw+1QkAuKAyT2NLRi+KS3nHKynZ1dWFu+66Cw6HA7m5uVi4cCE+/PBDzJo1SxZ7Ss4qi0qkKT9RuvoC0s5Uoo3pLHPR4w3C7Q0g22aWzb6RGDgANjEni+M4FGVb0djZD6fbm3B5W6Iwxy7RHXRA/N27+gJwuLyYWSJP9kVv60Rukg2qTUYDirNtaO7uR1NXv9TDoxZSr10Sg/aK7TY0dPZpknlJdlMGEPvtPmkkOW8i9QnxAnzhyoV0izEi5T2K1OqI0csuCo4URxVBhngkJZ944gnpWIfDgddffx0LFiyQzRa289sfkK8sKlZYKVxBljWhGUEAkGE1IYdlLlR2UtzeoLTblmh5UfRr1d5BD4R4dPQmlwEAIg6y3LLGeloncuINhNDRK/apJJO50FKUIdly0ujXOrUIjpKYccSIyHnro6xu48aNuOCCC5CVlYXCwkLccMMNqK+vH3CM1+vF6tWrMW7cOGRmZuLGG288p7ePGHtEl8+lW0xUVkekDB5fEAdaRKXZCyZScKQUulOrUxqb2SgFF61udZ0sVvef7PBWrWYdMQcxJ90slSEkglbKXe09PggCYDJwGJcR/4wjRok0EFMfTqLeYZmSdIsR9rTEM53jJVEGdZUO+/xBuL3iRoocQbXamSNBEKJ6jkZPWd27776L1atX46OPPsK2bdsQCARw1VVXweOJDNr9xje+gb///e/44x//iHfffRctLS34whe+oKHVhB5g/UYcJ868kwQZKDgidM6+xm6EeAFlOWlJbXYRw6N4WZ0eKc62obsvgFaXFzOK1WtKl0q6kg2OctJwqNWNZpWdc6k0KsGSOoa0g65y5ohlqgqzrDAYEi+nZL8/DcSMDVaGVWK3JVXGKs06UlmxjgXxGRYjspIoY5U2BVTelOnuC0gZ32Q2ZpQYgJwMW7duHfD1Cy+8gMLCQuzZsweXXnopXC4XnnvuObz88su44oorAAC//vWvMXPmTHz00Ue48MILtTCb0AH9Uf1GHMdFMkdUVkfonJ0nWUkdDX5VkjGXOQIiO7hql7fIUfcPREQZ1M4cJTsAliHJqaus2tUWDo6KkrS/RGM5+FQjWYVGhlZldY4kZxwxtLpv2PXKz0y8nBeIVsrU533vconStnl5YqnJnj17EAgEsHz5cumYGTNmoKKiArW1tUOeR8thyYQ69PkjA2ABRHqOKHNE6BzWb7SI+o0UZUwGR8Vs2rvqTkryilGAdnLeyQ7CZBRp1HshR98IEMkckaRxbCSrVMfQakZZsjOOGEVa2S/TpgYrJ3X2eBEI6WseDM/zuO+++3DRRRdh9uzZAACHwwGLxYKcnJwBxxYVFcHhcAx5Li2HJRPqED0ANvr/lDki9EwgxOPjhm4AwGLqN1KUMRkcabWDy5zppHuONAqOmGJXqWyZI7WdXDFTlazSWWlU5k6uQbCjmciMo+Tue/Z3a+tRN+MobQpkJ2c/e99p6/EhpOKsJmdPOGOabU3qPPkZVliMBgiCNjL8w7F69WocOHAAr7zyStLn0nJYMqEO0gBYs9hZwMrqSMqb0DMHW9zoD4SQk27GlIJMrc0Z1YzJ4Ig5561qO+cyZS60Km+JZI7k6TlyuL2qBhfMoUs2OGKv9wV5dPUFkrZrtBMpq0syqA5f906PH76gek6MU8ocJRdcFGRaYeCAIC/gjIqzmpwybQoYDJyUPdJTad2aNWvwj3/8A++88w7Gjx8vPV9cXAy/34/u7u4BxzudThQXFw95Pi2HJRPqwAQZpMwRldURKcCucL/Rogm5SfVNEyMzNoMjSS1NvcxLMEpGuihJJ4spTjncXgRVLG+Rq+eoMLyD7Q/y6FYxuJDLybWZjZLaXSuJMoyIXBnTnKgBwm0q9qvJtSlgMhpQkCXee2pmTVn5qhyzoSKKe9rf94IgYM2aNfjLX/6Ct99+GxMnThzw/YULF8JsNqOmpkZ6rr6+Hg0NDaiqqlLbXEJHsCAoXSqrMwx4niD0yE6ab6QaYzI40kJS94zHD14AjAYO4zKSLG/JtMJo4BDiBWl+jBrI1ZhuNRmRFw4u1HQSHTJljgCS844VQRCk8s9kgyM2QBgA2npUDC5YUC3DfcPOoeZ7Dyurk8N+Pcl5r169Gr/73e/w8ssvIysrCw6HAw6HA/39om12ux2rVq1CdXU13nnnHezZswcrV65EVVUVKdWNcYYUZKCeI0KnCIKA3Sw4on4jxRmTwRFz7nu8QXh86gyCZYFFQTiwSQajgUOhyjvQPd4AesPXKtnMERAta6z+DrocTmJElEF7J1HPuPojMtKy3DdZTAZe/cyRHPaz9x41e3bYtSpMsucI0G7G2mA8/fTTcLlcWLZsGUpKSqTHli1bpGOeeOIJfPazn8WNN96ISy+9FMXFxXj11Vc1tJrQAxFBhoE9R74gD17FfkCCiJXj7b3o6gvAZjZgdqlda3NGPWNyzlGWzYxMqwm9viAcbi8mq9DY5pRJRppRmG1Dq8urmpPFgjt7mhnpluRvm+JsK+pa1VOs6/UF4Ql/IMqROWKiFC2kWDcszDHPTTcnJSPNUHuAcCC6HDZVM0cKZEwdLnVFMQYjln5Fm82GTZs2YdOmTSpYRKQK/eGeo3TzQLU6APAGQ7J8xhGEnDCVurnjc6TyckI5xuwVVlsW2BlW2CrKSn73Nvo8bSoFRy0y7p4D6ivWsb9zltWEDKsMwV14B51mHQ2PnI559HmcKpXVtfX4IAiA2chJfWbJwO4btTYFfMEQOj1i6a0cGVOWuVOzrJEg5OZsKW+bKRIcUWkdoUc+aeoGAMwvz9HUjrHCmA2O1O47alPKSVSpvIiJVyTbb8SI2K9ScCpz5q5Uo0G8qYacfV7iecRNAbWCC0eUmIEc6kBqv++0hzdlLEYDctLNSZ9P7XVLEErAhBdYcGQwcLCaSJSB0C+fNIpDrueNz9HWkDHCmA2OilRWrIs4WTJljpiTqJKTEum7SK6pnlGscnmUXDLqDBoEGxuRTQG57nu1NwXkvW+02hQozLaC45IP7tjfsV3lWU0EISeROUeRjBETZxgts442bdqEyspK2Gw2LFmyBDt37hz2+O7ubqxevRolJSWwWq2YNm0a3njjDZWsJYbDGwihrtUNAJhXTv1GajBmgyO1d3ClsjqZnKxCqbxIHSeRqbLJVVZXJJXVqWN/ZBCmXMFRJLijQbBDI9eMHYbaZXUOSf5d3vumVaX7hl1/uYK7ceFZTbwAVWc1EYScnF1WB0TNOvKrNx5DKbZs2YLq6mps2LABe/fuxbx587BixQq0tbUNerzf78dnPvMZnDp1Cn/6059QX1+PZ599FmVlZSpbTgzGoVY3gryA/EwLypJUfSViY8wGR2qrRilVVqdWz1GrzE5isdo76DJn7qRZTSF1ZzWlGpHMRaqW1YXLSWWyn62f/kAI7n7llTLl7vkyGjhpVpOaioEEIScRKe9I/6nNMnoGwT7++OO46667sHLlSsyaNQubN29Geno6nn/++UGPf/7559HZ2YnXXnsNF110ESorK3HZZZdh3rx5KltODMYnjd0AxJI6OSoAiJEZs8GR6pkjmZ0UqSxNNUGD8KwamcvqOj1++ILKfxjJnQGwmozIDfdwqJXFSEVkFyIJ3zcef0iSllcSltmU676xmY1S748aa9cRVVYnF9R3RKQ6/YGwWt1gmaMUD478fj/27NmD5cuXS88ZDAYsX74ctbW1g77mb3/7G6qqqrB69WoUFRVh9uzZ+OEPf4hQaOhr4fP54Ha7BzwIZZCCIxJjUI0xGxwVZ6unNuYNhNAVzi7I3XPU3RdQpUZa7p6pnHSzJEfZpsIOtEPm8q7oc9EO+tDInTHNsJqQFVYbVMM5l1uIBIiW81a+37FN5rI6AChks6ZoU4BIUYYvq0vt4KijowOhUAhFRUUDni8qKoLD4Rj0NSdOnMCf/vQnhEIhvPHGG3jooYfw2GOP4fvf//6QP2fjxo2w2+3So7y8XNbfg4jwaVNYjIGCI9UYs8ERyxyd8fgVDy6YYpTVZIA9LXnFKECcN8SCi3aF+476/SG4veJOm1xqbxzHqZr9Yk66rE6iyqWNqQbPC2iTudcOiGRB1CitY/emXL12gLolvXJnrMVzUVmdHAiCgB9vPYyfvnVUa1PGHJIgQ3RwNMoEGeKB53kUFhbimWeewcKFC3HzzTfjO9/5DjZv3jzka9atWweXyyU9GhsbVbR47ODqC+BEhwcAMLeMxBjUYswGRznpZkm6U+nMRbSDIle9KMdxqinWsZkmaWajtGsvB2op1oUUctKlWVMqiWKkGmc8foR4ARwH5GcmPyOIoZYogyAIcLrkv2/UHASrZFkdbQokx2FHD57efhxPvHVEGjRMqEPfIMGRbZSU1eXn58NoNMLpdA543ul0ori4eNDXlJSUYNq0aTAaI9dj5syZcDgc8Pv9g77GarUiOzt7wIOQn0+buwEAE8alI1eGWXtEbIzZ4IjjuMgOrsJOVkSxSz4HBYgMZFR6BzfafjmbAYtU2kE/0yvKDhuUctLJSRwUdl3yM60wGeV7qylWqZyx0+OHP8SD4yKlZHKgZuZIibI6tccIjFbeqY8ohx1x9GhoydhDKqszRzb7RktZncViwcKFC1FTUyM9x/M8ampqUFVVNehrLrroIhw7dgw8H1HqO3LkCEpKSmCxkEOuJdFiDIR6jNngCIgOLpT9kJd7ECZDLedcbsUxRnHYyVI6c8Suf0GWvE46OYnD0ybJp8u7KVCoUsaRZXbGZVilElY5UCtz1OsLSqIVcq7dQuq1k4Xth9ulfx+m4GhQTp/xKCIZ3+8fvYIMAFBdXY1nn30WL774Iurq6nDPPffA4/Fg5cqVAIDbb78d69atk46/55570NnZiXvvvRdHjhzB66+/jh/+8IdYvXq1Vr8CEWZfI/UbaYF8NVIpSKFKtfNyN6UzJPsVz3wpG9y1Kh7cyb97DpCTOBJSxlHGrAsQCbbaFL7v2fmL7TJnfO3q3Dds3WZaTciUsRyW/T2Vvv6jGVd/AHsauqSv6yk4Oofj7b249qfvY2J+Brbed6ls5xUEAX2BoXuOUj1zBAA333wz2tvbsX79ejgcDsyfPx9bt26VRBoaGhpgMEQ2fMrLy/Gvf/0L3/jGNzB37lyUlZXh3nvvxf3336/Vr0BAvFf3hTNH82n4q6qM6eBIrdr5SHAhs5Ml2a9wcCezHDNDKi9SKXMkd+arkPUcUeZoUJTLOKqTOVIsuMtK9fcd8XwdvX4EQjzMMmZjxwofHO1AiI8MAT7spODobH5bexq+II/Djh60ub2yvY/4gjzY/OW0UdhzxFizZg3WrFkz6Pe2b99+znNVVVX46KOPFLaKiIdWlxcdvT4YDRzOK6XgSE3G9KeaWmVRSpXVqeckKmy/0k6iS36lOiAqOO3xgY9ydAgRpXrt1MrYKRXcsetxxuOHP8iPcHTitCkgXw8AuekWmI1i76HSSpmjFdZvdMWMQgDAUWcPvYdE4fEF8ec9TdLXn4SljOWgLyozFD0EdjSV1RGjg0+bugEAM4qzpOCdUIcxHRwVqiRooJSTonZZnZyKV8DAzJcgKOcYyD0AllEQzhwFeQGdfYMr+oxllConjS6rU/K+USq4GxBcKKhSptSmjMHARb13UtY0XnhewPZ6sd/ojqWVsJgM6POH0NSl/NyrVOGv+1rQEzXkmTmJctAX7jeymAwwGiICQ2kW0R3yjoKyOmJ0wDYF5o6nrJHajO3gaJT07CheVqdQcMfO5w/x6PQoF1wodf3NRoOkfkdO4rk4lRJkCDvmgZCg6H2jVHCnVnCh1H0PqNevORo51OpGR68PGRYjLpyUhykFmQCAww63xpbFTjDE4xfbj+GtQ86RD44TQRDwm9pTAIApheK1kTNzNNiMI4AyR4T+ONAs3vdzynK0NWQMMqaDIzWCi15fEJ7wm7FSPUfRqlRKoJSTZTEZkBfW7VdyVhCzX+6yOiDiqCsdoKYizHGWUwYbEO+bcRksKFXwvlEouAMiwYWSfUdtCmW+ABJlSIZ3DosldRdNyYfVZMSM4iwAqSPKwPMC7v/zfjyytR7Vf9gnezng3oYuHHb0wGoyYMP1swCImSO5ssTSjKOzypTk7Dnac7oTVzy6nQb8EgkjCAI+pcyRZqgSHG3atAmVlZWw2WxYsmQJdu7cOezxf/zjHzFjxgzYbDbMmTMHb7zxhiJ2qRFcsH6gLJtpQH2zHGRaTcgI734p5WRFB3eFMgsyAOrIkbO/gSJOoox9a3pdJ4kQDPHSYEtlMhfh+0ZB51yp4A5QZ0aZUmV14jlTS8Y+3rWlJKzf6PJwv9H0cHAklyjDxw1d+M9f1uLRf9XLcr5oBEHAxn/W4c97xX4gtzeIEx0eWX/Gb2tPAwA+N78USyaOg8VoQHdfAA2dfbKcn33Wp52dOZJJre6dw2249Vc7cKLDg9/vbEjqXMTYpbGzH67+ACxGA6YVZWltzphD8eBoy5YtqK6uxoYNG7B3717MmzcPK1asQFtb26DHf/jhh/jyl7+MVatW4eOPP8YNN9yAG264AQcOHJDdNjWCC6VKcxhFCjenM/uzrCZkyCgHzFDayer3h+D2ih+GRTL3HAHyXX89r5NE6Oj1QxAAo4GTsjxywmZkKaV0GAzx0nwVJYMLJTMvypbVpY6MfbxrSyl6fUH86v0TkjTvsukFACLBUbKZI28ghB+8fgg3Pv0hdp7slN0xFwQBT797HM++fxIAkJtuBhAZUpkswRCPf+5vxRv7HQCA2y4U+7FmlmaLPyfJ0rpgiMdva09h9ct7AQA56QPfl1iZnTeJzNFrHzfjrt/shjcgCq043F64+gIJn48Yu3za3A0AmFGSJeucPSI2FL/ijz/+OO666y6sXLkSs2bNwubNm5Geno7nn39+0ON/+tOf4uqrr8b//u//YubMmfje976H888/Hz//+c8VsU/p4ELJ0hwgqjxHISdL2j1XyH6ld9DZdUm3GJGlQHAnVwZD7+skXiQRjywrDFFNz3Kh9Lo94/GDVzC4Uzq4EARB2bI6lQZQy0G8a0tOerwBvHekHT94/RCqNtbg+6/XgReAy6cXoMSeBgCYUSw6/yc7PPAF43PM+/0hvHekHT98ow7LH38Xz75/EqzKrU8GYQFfMIRdpzrx/X8cwiWPvINHtorZqO9cOxOfXzAeQHJiCd5ACHtOd+LJt47g4h+/g3te2gt/iMfiyjzMCZcSzQv/P5EgzB/ksftUJ35WcxTXPfUBHvrrQXT3BTC9KAvrPztrwLGJlNWFeAEHml148q0juP5nH+C+LfsQ5AV8bn4pSsKbccn0koV4AXWtbry8o0FWUQpC/+yX+o2opE4LFJ1z5Pf7sWfPngGTmA0GA5YvX47a2tpBX1NbW4vq6uoBz61YsQKvvfaaIjYWZltxosOjeHAh96wURrHCTkpbj9KZL2UzR5GSOhs4TgknPfnekVRYJ/GilAw2o0jhsjr1gjtl7O/qC8AfEnevFSkLlO57fWeOEllbidLrC+JAswuHWtw41OrGgWYX6p09iG6VmVSQgbsvmYQbFpRJzxVlW5FtM8HtDeJ4mwezwpmSs+n3h3Co1YUDzeK5D7a4cbStB4GQMOBcaz8zHd/686foD4QgCELM73v9/hDqHG4canHjYIsL+5tdqHcMPH+a2Yg1V0zBXZdOwl/3NQOIPaPjDYRw2NETvj7i73GwxTXg/OMyLPjy4gqsunii9Nzc8TkATo8YHPiDPI44e6Rrc6hV/F2igx17mhlrr5qGWxZXwHTWfK6RBBkCIR5Hnb042CKen/2c6OM5DvjqxROx7pqZ+OpvdqPV5UW9swdLJo0b8foEQzyOtfeK16fFjf3N4t+ABbl3XzopfC2IscB+6jfSFEWDo46ODoRCIWkqM6OoqAiHDx8e9DUOh2PQ4x0Ox6DH+3w++HyRD2i3O75dGqWdFMk5V6CkC4jY73AplPlSuCxQ6R10Zw/rG9Fv5kuNdQIkv1biwanQ4GCGtG4VKquLZEyV3RRQKrhg63ZchkWRkgylg1O5SGRtxbNO/rqvGbXHz2BfYzeOOHswmDZBRV46Fk3IxTVzSnDljMJzgm2O4zCjOBs7T3Wi3umWgqNAiMeuk53YVufEv4914Fhb76DnL7XbcPHUfFw0JR9XzhR/z2/9+VPxdwnyQ85H8QZCqD1+BrUnzqD2+BkcbHENev7cdDMum1aAq2eX4LJpBVJvzrywo36oxQ1/kD/nPhMEAR+d6MRbdU7sOd0lHhc6d65XfqYFCypycd2cElwzpxhW00B755eLzuGBZjeCIV4KagRBwIFmN/55oBX/Pn4Gda3uQeeG5aabUTV5HKomjcNn55Yid4hMcKTnSDxHMMTjkyYXPjjagX8f68C+pu5Bz59uMeLiKflYPqsIV8woRH6muLanF2fh7cNtw5ZL7m9yYVudE3tOd+Ljhu5Bs32ZVhPmjrdjUn7GkOchRhc8L0iZo9mUOdIERYMjNdi4cSMefvjhhF+veM8Oy7wo5CQq3ZgeaUpX1slVKnOnXs+Xvp1EIPm1Eg/KX3fxflRqgHB05kgJJClvpTNfSl3/sP3dfQF4A6FRNaAwnnXy6t5mvHukXfq61G7D7DI7ZpZkY1ZpNhaU58T0N5henIWdpzpx2NEDQRDws7eP4dn3T6DHO1AoqDDLitlldswuzcasUjvOK83G+Ny0AdmhYFQA0u8/928jCAL+8WkrNr5Rh5azNhfyM604r1S0fW6ZHXPG21GWkzZo9mnCuHTY08xw9QdQ7+iRyuA8viBe3duE3350GkecvQNek5dhkc4/qyQbC8pzUZ43+PkZk/IzkWk1odcXxNG2XswsycZvak/hmfdOnDMbKttmwpzxdpwXvjazSrIxuSAzpuwvyxx5AyHsPtWJb/35U5xoHyg2kWU1YVZpNs4rtWPO+GzMKbNjYn7mgHlJjKFUCHlewPYjbfjluyew42TnOedn986skmzMK8/BlMLBz0+MXk539qHHG4TFRGIMWqFocJSfnw+j0Qinc+AsBKfTieLi4kFfU1xcHNfx69atG1Be5Ha7UV5eHrONzPlRyrl1KjQjiCFHWddwKO1kKV0WyDJ3cg+AZbDr39HrG7CrGQ9qrBMg+bUSD5GMo8KZI4WFSJSzXzyvUsGF0tc/O80Eq8kAX5BHm9uHinHpivycZElkbcWzTv5jXilmlWZjfnlOzIHQYDBRhkMtbjzw5/3YsrsRgJj5u3JmIa6YUYgFFbkxfY6YjAZYjAb4Qzz6AyHkRn3vqLMH33ntAHaGnfLCLCsun16IqsnjsGRSntQHFQscx2HueDveP9qBT5q6MWe8HTwv4NZf7ZBEJ9ItRnx2bgmqJo/D+RW5qMhLj7u82WDgMLssGx+d6MSnTd2oPX4G3/3HIQBiQHP5jAJ8ZlZRwudnsOCo1xfETb+shSCIwdbFU/Nx8ZQCVE0ehwl56TGX2UpCG84eqbyR5wX8vxd3SUOATQYOK2YXo2rSOFxQmYephbEFcsTohmWNZpVkw5yAT0Ekj6LBkcViwcKFC1FTU4MbbrgBAMDzPGpqarBmzZpBX1NVVYWamhrcd9990nPbtm1DVVXVoMdbrVZYrYk7AErPOmLOueK9F4o5ico1dUeft73HhxAvyL5DpnRZ3bhMKwwcwAtiE38iQbAa6wRIfq3Eg/JlaeJ5z3h8CIR42T9AlO4VtKeZYTEZ4A/yaO/xoTxP3uCC2a/EbC9AdIyLsm1o6OyDs8er2+AokbUVzzq5ceF4WexkWYb3j3YAAAwc8L0bZuNLF1Qk9J5oM0eCo2hWvbgbDZ19sJkNuOeyKfivyyYlFZjPG58jBkeN3fjKhRPw7+Md2NfYjQyLEd9cMR03LhyPbJs54fNLP6c8Bx+d6MQz753A8XA25+tXTMF/L5tyjiR3otiiziMIwE0Lx+PBz86CPS0x+yflZ8Jk4NDjDaLF5UVZThoOtbqxvb4dFqMBd15UiZUXVcYVkBJjg/3h/joSY9AOxcvqqqurcccdd2DRokVYvHgxnnzySXg8HqxcuRIAcPvtt6OsrAwbN24EANx777247LLL8Nhjj+G6667DK6+8gt27d+OZZ55RxD4ly7oEQZDOq1jmIiuSeYmn+TZWnAoLMkQHFx29Ptl/jtI9U0YDh4IsK5xuH5xub8I/R+/rJF6Uvu7jMiwwGTgEeQHtPT6U5sjrYCh934vBhRWNnf1wur2yB0dKzjhiFGVbxeBI5yWlI60tPTCtOFI6YzEa8NSXF+Dq2UNngUcizWKE2xs8Z2YP+1v96WtLZellYM3ibFglm1H0xYXjsfKiiUO+Ll5YfxMLjFZeVInqz0yT9fMuy2rCvPF2dPUF8L0bZuOyaQVJnc9iMmByQSbqnT2od7hRlpMmDQBeNr0A3752phxmE6MQtp7mkBiDZigeHN18881ob2/H+vXr4XA4MH/+fGzdulVqkG1oaIDBENn1Xbp0KV5++WU8+OCD+Pa3v42pU6fitddew+zZsxWxL6KW5pM9uOj0+CUlHsV6F8L2+4I83P1B2NOT36VjCIIQcXIV2kGXK7gYCqV7X9i5RfsTz97pfZ3ES1uPshlHg4FDYZYVLS4vnG6v/MGRwhL2gLimxOBI/qyvGvd9qsw6Gmlt6YFsmxmLK/Nw2OHG5tsWYunk/KTOF90/wwjxAnxhQQG51sv88hwAwNG2Hhxr68FbdWL54lcunCDL+Rnzwj8HAG6YX4qHrpsl+0Ygx3H4y39fBI6DbOeeVpyFemcPDjt6cMWMonMGABPE2fC8gIMtoggMKdVphyqCDGvWrBmyhGH79u3nPHfTTTfhpptuUtgqEdYY3R8IoccXlKUEgMF2b/MzLYrVjdrMRuSkm9HdF4DD7ZU1OHJ7g9IwO0WdRBmCi8EQBEH6GyhVXgSwe8iV9A66ntdJPPiCIXR6/ACUC6oBUQGSBUdyo1ZQDSjTbyfd93ZlgztAuX5HORlubemF3999IQKhodXl4iHNIn60R5fVRf87XaZStMJsG4qzbXC4vfjOXw6AF4ALJ+VhqsxN5GU5afjaZZPR7w/iwc/OUqwvR+7zzijOwt8/AY44etDl8ePjswYAE8TZnDzjQa8vCJvZgCkFmVqbM2ZJebW6ZEmzGKUZE21ur6zBkdKlRYyiLJsUHE0vlu9DiTk99jSzompUcgUXZ6NecMcG8ep7B10t2sPXwWI0IEfGYP1smHPukFnO2x/kcYYFd4pmXsJZawVKepm0vxIzjhhKzygbaxgNHIwGed5n08ziZlx0WV2fX1S+4zjAKqO8+9zxdjgOeSXltdsurJTt3NE8cM0MRc6rJNPDQeJhRw/eO9oOQRADJuozIoaCzTeaVZKdkMATIQ905aGcqIHSTdEMNkNJ7pkvToXFGBhsd1vuHWi1gruIqAc5iUDkvinIsioyeJfB+vicMgel7b3i+cxGDrlKBncKicEEQjzOeMLvPQr1OgJRM9bovtcd0sye6MxROFBKNxtlXZfRJW8FWVZcdZ5+yhW1hm1WHm/vxbZDYsnhsulUUkcMzSckxqALKDiCcuUtSg+AZRQrNPNFzcyX+PPkdRIjTenKBne0gz4Qdh1KFL7vpcyL7JsCbMaRTdHgTqn7pr3HB0EQg7u89MEHXsqB0kqfROIM1nPEBoyykju5YGIJAPDlxRUkPRzF+Nw0ZFpNCIQEbD3gAABcTiV1xDAwMYb5FTnaGjLGoXcxRDlZsmeOlBUzYBQrtIPLyn2ULM0BooJTmcuLlJ4xxUiVxnS1UG9TQJn7RukZR4xopUk5iQ7ulJyZwrJSjrBSJqEfWKZ8YFldOHMkU78RY854O2xmcbbSLYsrZD13qsNxHKYViX0jQV5Als2E8yfkjvAqYqwSCPE4EJ5xNDdq04FQHwqOoGDmSIWmaEC5sjqlZxwxWHAqd++I2pkvJeTgUxE1RDCizy//faNuUC135iUyuFnhctiw/X3+ENzeoKI/i4gPljnqD/dcAlFldTIHR/Y0M1766oV45b8uVLSMM1WJ7gO+ZGq+apm1TZs2obKyEjabDUuWLMHOnTtjet0rr7wCjuOkuWCEetQ7euAL8siymTBxXIbW5oxpKDgCUJTFGupT08lSKnPUpvCsF0Zk1pS8TqJqGYDw+Tt6/QiE+BGOHv2wYEXp4Ejp4EL5+168b3p8QalZXg7U6nVkYjbiz6SNAT0xWM8Ru8fkGpoazcIJuTi/gjIigzE9SrlPrX6jLVu2oLq6Ghs2bMDevXsxb948rFixAm1tbcO+7tSpU/jmN7+JSy65RBU7iYGwfqN543MUzfoTI0PBEZQUZFA3uJC/PEedzBGzv9Pjhy8YGuHo2FErg5GbboHZKL6RkZMY1euldFld+Pw9viA8PvmCCxakK515ybSapF18OQM8NQbAMqTSOpmzd0RyDNZzxAIluTNHxPBML86W/r0sycGysfL444/jrrvuwsqVKzFr1ixs3rwZ6enpeP7554d8TSgUwq233oqHH34YkyZNUsVOYiCfhKXe55WTGIPWUHCE6J4R+T7go2e9KF5eFHZQOnr98Afly1xEynOUDi7MsIRLDdplzB5FBnkqa7/BwCk6sybVUEuQIdNqQkbY0ZPzuqvVK8hxytw3am3KAEBxWJKYFOv0xXA9R2nmMT/BQ1UWVOSgatI4fOXCCsU/iwDA7/djz549WL58ufScwWDA8uXLUVtbO+Trvvvd76KwsBCrVq1S3EZicD5pFPuN5lG/kebQuySi5tS4fRAEQRaFKrYTbDEpO+sFAPLCmYtASEBbjxfjc9OTPqcgCFE9R8o7iYXZVjR19cPp9sliP6DOIE9Gid2Gpq5+tI7xHXRBEFQrqwPE7NSJdg8cbi8myTQwT637HgAKs6w42eGRVY7cqVI5KRBRypS735FIDlY616eCIAMxPDazEb+/+0LVfl5HRwdCoRCKigZKqhcVFeHw4cODvuaDDz7Ac889h3379sX8c3w+H3y+yPuW2+1OyF5CxOML4mhbDwBgfpQ8PqENlDmCOJsBAPwhHt19AVnO6Ywq6VJSDhgQMxeFMitfdXr88Id4cBxQkKm8kyX3rCCeF6TyKDWcxCKFxAFSje6+AHxB5QfvMiQxDBnL0iSVRhXsL5T5vgfU6zmK/hmUOdIXg5bVhXuOKDgiounp6cFtt92GZ599Fvn5+TG/buPGjbDb7dKjvLxcQStHPweaXeAFcaNVjQwjMTyUOQJgNRmRl2FBp8cPZ48XuRnJzwZRa8YOo9huQ3N3PxwueZxElgHJz7TCIuM09aGQe+bLGY8fQV5QLbgrod4LAJH7Pi/DAqtJeScsWk5aDryBkLRBonRZnfgz5J91xLI4anzASkqZFBzpioha3WBzjig4Gs3k5+fDaDTC6XQOeN7pdKK4uPic448fP45Tp07h+uuvl57jeXGDy2Qyob6+HpMnTz7ndevWrUN1dbX0tdvtpgApCaLFGAjtocxRmMIseeWkpVkvKu0AyL2Dy+xXum+EIWW+ZCovYs5afqYVJhWkU1nvResYdxLVFAOI/jlyrVvW82Y1GZCdpvzekdxiMB5fED1hcQo1ZJXZ+85YLyfVGzaLenOOCH1hsViwcOFC1NTUSM/xPI+amhpUVVWdc/yMGTOwf/9+7Nu3T3r8x3/8By6//HLs27dvyIDHarUiOzt7wINIHNZvNJfEGHQBZY7CFNttOOzokc3JcqqklMaQu7G71dUPQAP7Zbr+ERlydTJ3lDkScUr9Rupcd6lfUCYZ/mgxA6XLYYHoAdTy2p9pNSHTqmZwN7bve70xWOYoMueIPvZHO9XV1bjjjjuwaNEiLF68GE8++SQ8Hg9WrlwJALj99ttRVlaGjRs3wmazYfbs2QNen5OTAwDnPE8ox76wUt18yhzpAnqXDFPCdv5lC47Cdf8qZV7YoFm5nPNWlTNHzH6nTE4uKy9UozQKIEljRmTwcZoqP0/uQbCSwmGWWsGdvMEFu/5q9EsBkfcHppSpRgkuMTKD9Rz1BUIDvkeMXm6++Wa0t7dj/fr1cDgcmD9/PrZu3SqJNDQ0NMBgoLWqF9p7fGju7gfHAbPHU+ZID1BwFKbUzspD+mU5X8RJUcs5l1dSVyqry1HHyS2SBCXkLatTetYOoySq94LnhTE7wE1NpTogWoZfrl47cf2rdd+XSO87XlmUMttUFGMAxN4yi9EAf4iXTSmTSJ40i+j49pMgw5hlzZo1WLNmzaDf2759+7CvfeGFF+Q3iBiST8P9RpMLMpFtU1bdmIgN2joIw5wh+TJH6jqJxbKX1anccySz/VJZnUqZo4JMKwwcEOQFdHjkHSacSkQyR+oJkQDi35vnhaTP19It2l+qWsZU/Dm+II8uGZQy1e75YjL8AJXW6Ylh5xxRcEQQuuKTJppvpDcoOAoTvYObLGrPeon+OY7wDnSyqN9zJDpYPd4g+sI7nMngdKsn4w0AJqNBkoQfy6V1aguRMCXCQEhAV58/6fNJmSOVgiOryYj8TFEds6U7+ay1mgNgGZH3nrG7KaA3hlOro54jgtAXe093AQDmkxiDbqDgKIwUHHX3Jx1cuPrVnfUS/XN8QR6u/uR2oAVBiMocqVNelGk1SeUecpRIqe2kA1GKdWM4OJIypioFFxaTQQou5CgpbVG5nBSQt99RzQGwjCKZS5Jj4dSpU1i1ahUmTpyItLQ0TJ48GRs2bIDfPzBA/vTTT3HJJZfAZrOhvLwcjzzyiGo2agkLgLyDCjJQ5ogg9EIwxGNvgxgcXTAxT2NrCAYFR2GYg+Lxh+D2Jpe5YM59TrpZKm9QGpvZiNx0sVY1WScxepBnkUrlURzHSQ61HE5WRK1OveCoZIwPgvUGQlJpWEm2esFFoYyDYFvD2ZtSlTYFgOistRyZI3V7joDIfa9mWd3hw4fB8zx++ctf4uDBg3jiiSewefNmfPvb35aOcbvduOqqqzBhwgTs2bMHP/nJT/B///d/eOaZZ1SzUytY5igQEhAIie/lfQHxc43K6ghCPxxscaPPH0K2zYRphVlam0OEofx6mDSLGFx09QXQ6uqHPS3xpjiHyv1GjKJsG7r6AnC4vJhRnPjMgZawk5afqc4gT0ZZThpOtHukvo9ECYR4dPSKO8hq7qAXy1iamYqw4MRmVmdGEKPYbsOhVnfSmwL+II/2XvF3KMlRb+2WhrNUyd73QCQwV3PCemQQr3pldVdffTWuvvpq6etJkyahvr4eTz/9NB599FEAwEsvvQS/34/nn38eFosF5513Hvbt24fHH38cd999t2q2aoHNEtn39AZCMBsNUuaI1OoIQj/sOtUJAFhUmTdmhZz0CGWOopCrLMqpQUkXEHFSkt3BlfqlVCqNYrDd+mR7L9rCgzzNRg656Zak7YqVyKwj9cqL9ER0n5oaM4IYcg2Cdbq9EASxVG9chvr3TbKZI54XpIypmmtX7hllieJyuZCXFylLqa2txaWXXgqLJfK3XLFiBerr69HV1aWFiaphMRrA/CzWd0RDYAlCf7Dg6IJKKqnTExQcRSHJeSe5g6tV5kiuxmi1+40YkR305JxE9vpiu03VnZixnjlSWymNIdcgWHbflNjVDe4kpcwk33e6+vwIhMR+SSZUoQaRzJF29/2xY8fws5/9DP/1X/8lPedwOKS5Lgz2tcPhGPJcPp8Pbrd7wCPV4DguMuvIz0MQBClIorI6gtAHgiBg9ylxo2bxxFyNrSGioeAoClZKk+wOrhZN0eLPY05KcvY7VJbxZpSGr39zksFRc5f4+jIVm+qBSDA5ViWN1RZjYMg1CFZt+XoG25RpSfJ9hwUn+ZkWVYexStffnbxS5gMPPACO48BxHOx2UbnJbrdLz3Ech8OHDw94TXNzM66++mrcdNNNuOuuu5L6+QCwceNG2O126VFeXp70ObWABUH9gRC8AR7sT0NqdQShD463e3DG44fVZMDsMlKq0xMUHEVRYpen9l/tAaQMaQc3SSeROWlqO7llMmWOWHBVlqPuQMqzB3qONVjGUu37pkimQbDsvldTjAGIZI7YAOFEYT1fhSrN9mIwpUx/kEd3krOa1q5di7q6OtTV1WHXrl0AgF27dknP1dXVYdKkSdLxLS0tuPzyy7F06dJzhBaKi4vhdDoHPMe+Li4uHtKGdevWweVySY/GxsakfietsEXJeUePR6CeI4LQB7vDJXXzynNU7e8mRoa2kKKQekaSzbxoXVaXpJOoXeYoEpwKgpBwaZMUHOWq6+RGy6l39wWQq2Lfih5Qe/Axo0gmtTRW1qamGAMAFGWJA4QDIQEdvb6ExRQcGmXurCYjxmVYcMbjR6vLm9R9X1BQgIKCAgCQytmmTZuG7OxzBWaam5tx+eWXY+HChfj1r38Ng2HgXl9VVRW+853vIBAIwGwWBXa2bduG6dOnIzd36BIWq9UKq1XdrL8SsCCozx+U+o2sJgOM1PRNELpgZzg4Wkz9RrqDMkdRSPNGku05crEBpKnpJDo06jliTl1/IJTUDnSkrE4bJxEYm31Hag8OZrAg/ozHP2CuS7xEBsCqe9+bjAYp25NMSWmrRkIw0T9TrZLS5uZmLFu2DBUVFXj00UfR3t4Oh8MxoJfolltugcViwapVq3Dw4EFs2bIFP/3pT1FdXa2KjVrDyuq8gZDUb0RiDAShHyQxBppvpDsoOIqC9by0uBIfBBsI8Tjj0SY4YsFFp8cPXzAxJ1EQBKm8SO3Mkc1sRH64kTwZJ1Grsjogujl97CnWsbI2tctJc9LNyAg7fcmUZLJy2lKVg2ogut8x8eCiqasPAFCep25wB6gvyrBt2zYcO3YMNTU1GD9+PEpKSqQHw263480338TJkyexcOFCrF27FuvXrx/1Mt4MqazOz0cp1VGxCEHoAYfLi8bOfhg44PyKHK3NIc5C0eCos7MTt956K7Kzs5GTk4NVq1aht7d32NcsW7ZsQPMtx3H42te+pqSZEiyY8QZ4uPoTy1y0dotywFaTAfmZ6pZV5aabpUbsRAdiuvoD8AbCA2A12IFm2Z5EnVxBECKZI5XL6oCBfUexkmrrZDB4XtCsrI7jOIzPFQPhpq5kMi/aZI4AeWTs2e/OroWayCWnHit33nknBEEY9BHN3Llz8f7778Pr9aKpqQn333+/KvbpgbRBeo5IqY4g9AHLGs0syUaWLfG5moQyKBoc3XrrrTh48CC2bduGf/zjH3jvvfdi2rW766670NraKj0eeeQRJc2UsJkjZVGJijI0hndvy3LTVJUDBkQnkSnkJbqDy5z6vAyLtPOoJiygSdRJ7OoLSCUkame+gKhZU3E4iam2TgbjjMePIC/AwAEFWer3a4wP3zeJBkf9/hC6wqWcagsyAIkF1WfTLAVH2tk/VpUa9Uh0cNRPM44IQlfQfCN9o1iOva6uDlu3bsWuXbuwaNEiAMDPfvYzXHvttXj00UdRWlo65GvT09OHVRNSkpIcW7ixuB+zSs9tAh4JqbRFg91bACjJTkNjZ3/CwYVWYgwM5pgmWlbHfu/8TKsmwV1JnIOEU3WdnI1TkpG2wmxUv1o3Ehz1JfR6ljVKtxiRnaZ+6ZE06yhBOe9AiJdeq0VwFC3nTegDqefIH5LK6kipjiD0wYfHzwAAllC/kS5RzIupra1FTk6O5PABwPLly2EwGLBjx45hX/vSSy8hPz8fs2fPxrp169DXl5jDkwiSnHeCO7iNnaKDokXdv/hzkysv0qrfiBGtWJcITRqW1AHxO4mpuk7OhgWDaiulMZItq4uecaR2xheImnWU4H3f2u0FHy7nVXMALKNIpjEChHzYKHNEELqksbMPx9p6YTRwWDolX2tziEFQbIvU4XCgsLBw4A8zmZCXlzfsdPJbbrkFEyZMQGlpKT799FPcf//9qK+vx6uvvjro8T6fDz5fpL8m2WnmpdKHfGJOFiur06LuH4gEZQ1nEnOUHRo7uSw4SjRzxF43XuUBsIziOMuj1FongPxrJRqWsdMqqE42c8TsL9Xovkk2c9SkYTkvEOkVbO7qT0qGn5CPwXqOSJCBILRn+5F2AKIQgz2N+o30SNzvlA888AB+/OMfD3tMXV1dwgZF91rMmTMHJSUluPLKK3H8+HFMnjz5nOM3btyIhx9+OOGfdzbFScp5N3ZqW1ZXEc4cNXQmWl6kjYw3I9lBsFqKMQCR4OiTP/8C3Nplwx575MiRhH9OvOsEkH+tRHM6HIxPGJehyPlHQs7MkRawTZm2Hh8CIT7u0kQtxRiif26PLzgmZ3zpkTSLeA/1+0PoC/dhkiADQWjPu/VtAIBl0wtHOJLQiriDo7Vr1+LOO+8c9phJkyahuLgYbW1tA54PBoPo7OyMq09iyZIlAIBjx44N6vStW7duwNwKt9uN8vLymM9/NtFy3onAnBStyupYcNSY4A665j1HOREn0RcMxT01urlb/L1LNbKfldXZFn4Ou3/xIDKs5+4K9fb24oILLkBlZaVq6wSQf61Ew4JxVtapNixz1NbjgzcQirvfjGVstMocib1aHAIhUfUv3iCnScpYa2O/zWxEUbYVTrcPDZ19FBzpAJY58lJZHUHoBm8ghH8fE/uNlk0v0NgaYijiDo6iJ5gPR1VVFbq7u7Fnzx4sXLgQAPD222+D53nJkYuFffv2AcCA+RXRyD3NPN6G+mi8gRDaesSyJa0zRy3d/QntQLOgUKuyurwMC6wmA3xBHk6XDxXj4ruOrGejTKPrn2E1Idtmght22EsqMaUw65xjWDmbxWJRbZ0A8q+VaFjGtEKj4IjNOvL4Q2jp7sekgsy4Xt/MZhxplDE1GDgU221o7OxHqyuR4Eg7MQZGRV66FBzNK8/RzA5CxDagrI4yRwShB3ad6kR/IITCLCtmlcQv+kWog2KCDDNnzsTVV1+Nu+66Czt37sS///1vrFmzBl/60pckBa7m5mbMmDEDO3fuBAAcP34c3/ve97Bnzx6cOnUKf/vb33D77bfj0ksvxdy5c5UydQDRkrrxDoJlDkqGxYicdG3qSAuyrLCaDOCF+EvTBEGIyhxp42RxHCeV1iXSdxQZAKudk1hiT4PRwKGj1z/isam6TqIRBEHKHE3QKDiKnnXUmEBpXSvrmdJgACyjJIlZR1qX1QFARZ5YUploSS8hLywQ6o9Sq0s3U8/RWGHTpk2orKyEzWbDkiVLpM+PwXj22WdxySWXIDc3F7m5uVi+fPmwxxOJs71e7DdaNr2AejN1jKKauy+99BJmzJiBK6+8Etdeey0uvvhiPPPMM9L3A4EA6uvrJZUti8WCt956C1dddRVmzJiBtWvX4sYbb8Tf//53Jc0cQFG2DRwH+IM8Oj0jO7fRRCbUp2t203McJ5U2MeW8WHF7g9KHqFZldUC0Yl189vf5g9LfTKueIwDY8l8X4sj3r8GFk8bFdHwqrpNo2nt96A+EYOC0K0sDkhNl0LrXDoiUgiaStda6rA6I6ndMUAyGkBdWQieq1QUHPEeMbrZs2YLq6mps2LABe/fuxbx587BixYpzSrgZ27dvx5e//GW88847qK2tRXl5Oa666io0NzerbPno5x3qN0oJFN1GysvLw8svvzzk9ysrKwdkZ8rLy/Huu+8qadKIWEwG5Gda0d7jQ6vLi3FxyOI26mD3FhCdlGNtvXHv4DIHS6sBsAyp7yvO4Igdn2U1aaoAk5MeX79FKq6TaFhJXYk9DRaT+jOOGIkOgnV7A+j1ic5jqZaZI6ZYF+d97w/yknS8psHRuLBSJmWOdEF0zxGV1Y0tHn/8cdx1111YuXIlAGDz5s14/fXX8fzzz+OBBx445/iXXnppwNe/+tWv8Oc//xk1NTW4/fbbVbF5LNBwpg8n2j0wGjhcRBLeukY7T0bHJLqD2yQ1pWvnoACJK9ad6hCPr4yzz0dupMxRnKIYzCnWMnsxFoko1Wl73ySqWMeUKe1pZk2ljqVZR3G+7zhc2s44YlBZnb4YMOcoQIIMYwW/3489e/Zg+fLl0nMGgwHLly9HbW1tTOfo6+tDIBBAXt7QA0p9Ph/cbveABzE824+IWaOFE3JJwlvnUHA0CKy0pjnO8hytZxwx2O5xY5xOysmOXgDAxPz4mtnlJjLrKD4nMSLGQMGRmjRoLMbASLSsTuvBx4yIGEy8mwKRkjota9glMRhXP/xBXjM7CBFpzlF0zxEFR6Oejo4OhEIhFBUVDXi+qKho2Nl50dx///0oLS0dEGCdzcaNG2G326WHXMqno5nofiNC31BwNAiV+eIO6MkOT1yvk2S8NXbOE5XzPhH+fScVaDOrhsEGuMYbnDIZby3FGMYiWst4M5LNHGmdcWRiEPHOWNODGAMA5GdakG4xQhASH+JMyAcrofMGeEnKO42GwBIj8KMf/QivvPIK/vKXv8BmG3rDaN26dXC5XNKjsbFRRStTD1dfAB8c7QAAXDGD+o30DgVHg8CCg+Pt8QVHjTpxEpn8dbzlLSwYnJivbXAUEWSITzFQ6wGwY5UG3ZTViX/39vCso1hhmwhaB9Xjc8Trd8bjl3qgYkEPYgyAKAbDNmZOn4nvvZOQH5Y56vMHqaxuDJGfnw+j0Qin0zngeafTOeLsvEcffRQ/+tGP8Oabb46ofGq1WpGdnT3gQQzNP/a3wB/iMaM4C9OLzh3xQegLCo4GYXJ4RsqJ9t6YX9PrC6KrLwBAeyeFzVjq7gvA7Q3E/Dq9BEdsxlJ/IITuvtjtZ7vVWmcAxhp6Katjs46A+DIXx9rEdT5Z44ypPd2M/ExRzCOe9x69ZI4ARCllUt+R1gyccyQG22kaCu0Q6mCxWLBw4ULU1NRIz/E8j5qaGlRVVQ35ukceeQTf+973sHXrVixatEgNU8cUr+4Vlf++cH4ZSXinABQcDQJzklpcXulDZSTY7m1OuhlZNm0b7TKsJowLT6iP1Unp8vilQKRynLZOos1sRH64sTweJ1fqOaLgSDX6/ZHBx1oHR9GzjuIprTseDkQmF2rbawdAGl57PI7gqFEnmSMAUZkjCo60Jrqsrs9HmaOxRHV1NZ599lm8+OKLqKurwz333AOPxyOp191+++1Yt26ddPyPf/xjPPTQQ3j++edRWVkJh8MBh8OB3t7Y34eIoTnV4cGe010wcMAN88u0NoeIAQqOBiEn3YK8DLaDG1t5CJspVK6D3Vsg/h3ck+EymBK7TRdyr2Xh/otYndxgSB9yxmMN5phn20xxS5grQbyiDP4gLznyU3QQHDEbWDYrFiKZI+3v+wkJlvQS8hOdJerxsTlH1HM0Frj55pvx6KOPYv369Zg/fz727duHrVu3SiINDQ0NaG1tlY5/+umn4ff78cUvfhElJSXS49FHH9XqVxhVvLq3CQBwydQCFGZrK/xDxAa9Uw7B5IIMdHr8ONHhwewy+4jHN+pExptRkZeOfY3dMTspJ9v1UVLHmFyQiU+aXDjW1gNg+DppAHC4vQjxAixGbeWMxxqs36hC434jRryzjho6PQjxAjIsRhTr4ENrCssctcW2KTNwxpH2f4PyBMcIEPIz2Kw6PWx8EeqwZs0arFmzZtDvbd++fcDXp06dUt6gMQrPC3j140hJHZEaUOZoCCblMyclth1cPdX9A5EgjWW0RkIv/UaMacViw2K9M77rX5Jjg8FA9bxqcVon/UaMeMvqpH6jwkxd1IGz0r5jMZbVtbr6IYRnHLF+JS2JnrEWj5hKMvh8PsyfPx8cx2Hfvn0Dvvfpp5/ikksugc1mQ3l5OR555BFVbNIDRgN3zlBmKqsjCHXZdaoTTV39yLSacNWskTd6CX1AwdEQTC4Ug4QTMcp5s/IirWW8GfEOgtVdcFQkOolHHD0xHX/EKR7HxDQIdWiUgiN93DfxltUxRUq93DesrO70GQ8CoZFnBUWX1OkhuBPtAPr8IZzx+FX5md/61rdQWlp6zvNutxtXXXUVJkyYgD179uAnP/kJ/u///g/PPPOMKnbpgejSOpOBg9lIH/kEoSZMiOHaOcWUuU0h6J1yCOLNHDEncbxOdtDj7TnSy4wjxrSw1OXx9t6YBkrWtYrB0cwSkshUE70o1TESzRzpod8IAEqybUgzGxEICTFtbDTpZPA0w2oyoiRcnqhGad0///lPvPnmm4P2Rrz00kvw+/14/vnncd555+FLX/oS/ud//gePP/644nbphejgiBwzglAXV38Ar+8Xe7u+cP54ja0h4oGCoyFg5S0nOzzg+eHLQwRBiBoAqw8nhTmrTV39Mdl/Ssoc6cNJLMtJQ4bFiCAv4FQMM1PqWt0AgBnFNGtBTdg8G/0ER/HNOpKU6nSSOTIYOClrHcvGjJ7EGBhS35HCinVOpxN33XUXfvvb3yI9/dz7r7a2Fpdeeikslki54YoVK1BfX4+urq4hz+vz+eB2uwc8UpXogIhK6ghCXV788BR6fUFMLczE4so8rc0h4oCCoyEoz02D2cihPxBCq3v4ifWu/oA0tFEvTkqJPQ0mAwd/iIezZ3j7nW4f+gMhmAycbuznOC7SdzRCaR3PC9IxlDlSD54X0Bh2zrUeAMvISTcj2ybqzIyk+CYIghSATCnUR8YUiARqsfQdHQ335Gktvx+NGop1giDgzjvvxNe+9rUhZ7I4HA5JnYvBvnY4HEOee+PGjbDb7dKjvLxcPsNVJlqUgZTqCEI9erwBPPfBSQDA16+cSr3QKQYFR0NgMhowIexwjDSQ8WjYwSrOtg2qEKQFRgOHsnCgM9IO7okO0f6KvHRd1aSzKdKsn2goGjr70B8IwWoy6MpJHO04e7zwB3kYDRxK7NorvQFiUM3UJQ80u4Y91uH2wuMXNwUm6Oi+iUexbn/4dzyvTD8Z02RmHT3wwAPgOA4cx8FuF/+Odrtdeo7jOBw+fBg/+9nP0NPTM2BWi1ysW7cOLpdLejQ2Nsr+M9QizWyI+rc+PpsIYizwm9rTcPUHMKkgA9fNKdHaHCJO9OMJ65BJ+bGVt3zS2A0AmDN+ZMlvNZGclBF2cJkYQ6VOxBgYrO9opMwRK6mbVpQFk46Cu9EOC7rLctJ0dd3nhIOj/SMERyyzVDFOX5sCU2JUrOvy+KUhybGMG1CLePsdo1m7di3q6upQV1eHXbt2AQB27dolPVdXV4dJkybh7bffRm1tLaxWK0wmE6ZMmQIAWLRoEe644w4AQHFxMZxO54Dzs6+Li4dWjbJarcjOzh7wSFWorI4g1MfjC+JX758AAHz9iikwUtYo5aA8+zBMLswEDjlHVKz7pEl0wuaX56hgVexMLsjE+0c7cKhl+Jp5vc04Ykwvji1zVEcldZrAyqb0UlLHiDVzJIkx6KTfiMH6HY+39UIQhCFV6FjwVzkuHdk2s2r2jQTLwiVSVldQUICCggIAkHp9pk2bdk6A8tRTT+H73/++9HVLSwtWrFiBLVu2YMmSJQCAqqoqfOc730EgEIDZLF6fbdu2Yfr06cjNzY3/F0tBSJCBINTntx+dRldfABPzM3D93HOVNAn9o5/tUh3CMkcn2ocPjj5t6gYAzNVZ5mhBRQ4A4OOGoZuPAf3JeDNY5uh0Zx/6/UM315MYgzawclK9BUcsc1Tn6BlWDlsSY9CJUh1jwrh0GA0cen1BtPX4hjyOBUd6yhoBYrAGiGWLrr6AIj+joqICs2fPlh7Tpk0DAEyePBnjx4uqULfccgssFgtWrVqFgwcPYsuWLfjpT3+K6upqRWzSI2lRfUaUOSII5XF7A3j2PTFrtPryKbqqqiBih/5qwzCJ1f4PU97S5fFLtfVzy3LUMCtmzq8Qd0cPtriHVe5iwdEknQVH+ZkW5GVYIAjDN9cfdoSDI8ocqcruU50AgAXl+tqFnzAuHVk2E/xBftiso14zR1aTUSqJHe6+Z5mxOToLjnLSLdJGy94RNmaUxG63480338TJkyexcOFCrF27FuvXr8fdd9+tmU1qE91zRIIMBKE8D//tEM54/JiYn4HPzaesUapCwdEwTA7P/Gl1eeEJq9GdzadhB2Vifgbs6fopbQFE5byCLCuCvIBPmwYvMQqGeKn8ZaJOZhwxOI6ThsHWD+Hk9ngDaOwU+y5mUuZIFkK8gNrjZ/D4m/UIDSED7w2EpMzFBTqTKOU4DrNLRy6tkwbA6ixzBEQU64bbmNmv0+AIABZNEAPmXeEAejC217fh9zsb4HANr6YZC5WVlRAEAfPnzx/w/Ny5c/H+++/D6/WiqakJ999/f9I/K5WgsjqCUI9/HXTgz3ubwHHAT744V1e9rER80F9uGHLSLRiXIc7IODlE3xETY9BbSR0gOokLw9mjoXZwm7r6EeQFpJmNKMrSh+JYNCMp1jGxhuJsG3IzLIMeQ8SHIAi4+7e78dTbx/BJuGT0bD5p7EYgJKAwy4ryPH3Iv0fDxFGGEmVw9QfQHi5Zm6yzTQEgSpRhiMxRl8cvzTg6T4fBEQuYd58aOnP0m9rTWPfqfvzl42a1zBpz2KIFGUitjiAUo6PXh2+/uh8AcPelk7BIZ5uGRHxQcDQCI+3gsn6jeeNzVLIoPs6fkAMA2Ht6cCflQEsk86VHHf5pI4gykBiD/JiMBlwyNR8A8N6R9kGP2R2+ny6ozBtSMEBLZkuKdYOLkbD1XJRtRZaOxAwYLGAb6n2HrdsJ49JhT9Of/YsqxU2ZfU3d8AXPLen1BUOoPX4GAHDZtAJVbRtLpJlJrY4glEYQBHznL/txxuPH9KIsVH9mmtYmEUlCwdEITAo7KWzYYjSCIGBfo+ikzCvX3+4tEOk72tvQBUE4t0Tq7bo2AMDFYWdYb0iZoyHkvA8zMYYSKqmTk0unig7ru0MER6xc6oJKffUbMSRRhlb3oKIMUr+RDkvqgJEzR3oVY2BMzM9AfqYF/iCP/YOU9O4+1YX+QAgFWVba2FCQgWV11HNEEErwxLYj+NdBJ8xGDo/fPA9WE21EpDoUHI0ACy5qDred871WlxcdvT4YDRzOK9WnkzK7zA6zkUNHr1/qzWGEeAHv1Iu/15UzCrUwb0SmhoOjFpcXbu+5ylcRpTpysOTk0vBu/ieN3ecojoV4AXvCmSO9lg5MyEtHllUUZRhsY4MFHZN1JsbAYH1QTrcPrv5z73u9ijEwOI7DognivbFrkNI6lpG8dGqBLjOPowWac0QQyvKzmqN46u1jAID1n52lW1+QiA8KjkbgM7OKYDJwqGt148RZJS6s32h6URZsOq3ntpmN0mI9u+/o44YudPUFkG0zYeEEfWYA7GlmlNjFXqijZ5XW8bwg9RzNosyRrJTmpGFqYSZ4AfjgWMeA79U7etDjDSLTatJtUGowcDivTLwnzhZlEAQBbx0Sh4EyuXu9kW0zS1nrmjrnOd/XsxgDg5XW7R5ElIFlJC+dps+M9WjBRoIMBKEYm989jse2HQEAfPvaGbitqlJbgwjZoOBoBHIzLFg6RfwAf2N/64DvseGvei2pY5w/hCgDy4Ytm16oay1+Nu/ok8aBTm5jVx88/hAsJoPuZjSNBlgvyLtHBmZNd58OS3hX5Oj6vplTNrgow6dNLpzo8CDNbMRVs4q1MC0mbphfBgDnCBZ090WywLN1vEspiTKc7gIfpXrodHtx2NEDjgMumUr9RkpCPUcEIT/9/hAefG0/fvTPwwCA/10xHXdfOlljqwg50a9noyOumyM6UK/vdwx4nmWO9CrGwGCiDHvOEmVgO9JXztRnSR2DiQP8bsfpAU4WC06nFWXq2klPVVhp3XtHOgb0q7EyKb1JeJ/N7CGCIxZsXHVeETKs+u3DYMHRv491wOmOyF0fCItMVOSl6258QDSzSrORZjbC1R/AsaisOyupm1tmRx4pTCoKBUcEIS8Hml247mfv43cfNQAA1n5mGlZfPkVjqwi5IY8yBq6aVQzjWaV1PC9ITtdcnQdHrGTusKMHfX5xXlNjZx+OOHthNHBYNk3fwdGXFlcgy2bCiXaPlO0K8QKe3n4cAHDRFCrNUYLFE/NgNRngcHtxJNy3IwgCdp0UM0eLdCrGwIgWZQiGRRkCIR5//6QFAHDDgjLNbIuFinHpWDghF7wAyWYgNUrqAMBsNEhliztPRkrrIiV1lDVSmuhSujSzfjcCCELvNHf3Y/1fD+Dzv/g3TrR7UJRtxe9WLcHXr5yqtWmEAigWHP3gBz/A0qVLkZ6ejpycnJheIwgC1q9fj5KSEqSlpWH58uU4evSoUibGTG6GRXLAWWndwRY3en1B2MwGaVCpXimxp6HEbkOIF6TSNJY1WjQhV9e7zwCQaTXh1iUTAAC/fFcMiF77uBl1rW5k2Uz4GqWzFcFmNuLCSeMARHb7m7v74XB7YTJwmF+eo6F1I1M5LgNZVhN8QV5yyD842oEzHj/GZVhwSQoE1SyAe3WvmO0K8YK0dufocLba2SyS5h2JwVGIF6QeNpLwVh4bZY7GLJs2bUJlZSVsNhuWLFmCnTt3Dnv8H//4R8yYMQM2mw1z5szBG2+8oZKl+kVUJO7Gt/70CS575B38pvY0AiEBV59XjK33XqpblV8ieRQLjvx+P2666Sbcc889Mb/mkUcewVNPPYXNmzdjx44dyMjIwIoVK+D1Jj9BPVmiS+tOdnhw9293AwAunDQuJUq6WN/Rr94/gTO9PikDo/eSOsbKiyphMRqw+3QXPjzWgcferAcArL58SsoPf9XzRoJUWndUDC5YBuC8MjvSdS4NbDBwUnBR/YdPcKrDI5XUXT+vNCXW7WfnlMBs5HCo1Y16Rw9+9M867D7dBZvZgBXn6bdfisGk3ned6pKy7d19AWTZTLoPrkcDVFY3NtmyZQuqq6uxYcMG7N27F/PmzcOKFSvQ1nau6i4AfPjhh/jyl7+MVatW4eOPP8YNN9yAG264AQcOHFDZcu3p8vjxzuE2PPz3g7joR2/jhk3/xh92NyHIC1g6eRxe/uoSPP2V81Pe7yCGhxMGG34jIy+88ALuu+8+dHd3D3ucIAgoLS3F2rVr8c1vfhMA4HK5UFRUhBdeeAFf+tKXYvp5brcbdrsdLpcL2dnyKZh1efxY9IO3EOIF5GVY0OnxY0phJl7+6hIUZttk+zlKUVPnxKoXxYDOnmZGnz+IQEhAzdrLdCtnfDbf+tMn+MPuJmTZTOjxBlGWk4aatZfpVilwKM6+Rzds2ICcnBw0NTXhueeeG3GtAMCPf/xjbNy4ES+++CImTpyIhx56CPv378ehQ4dgs8V2P8ayVo619WL54+/CYjLg0qn52F7fjiAv4KsXT8SDn50Vz6+tCd5ACF965iPsa+zG5IIMNHf3wxvg8bc1F+m+HJZx1292Y9shJ+aU2aWSuk23nI/r5pZobNnI9PqCmPfwmwjxAspyxAz27tNduGZ2MZ7+ysJhX6vUe3m86MWORDjZ4cHlj24HAHxw/+UYn5uurUGE7Ax2fy5ZsgQXXHABfv7znwMAeJ5HeXk5vv71r+OBBx445xw333wzPB4P/vGPf0jPXXjhhZg/fz42b96csB16xeMLoq3Hhza3F01d/TjZ4cHJDo/YOtHhGXBshsWIK2YW4c6llbpV9SVGJt77UzdbvydPnoTD4cDy5cul5+x2O5YsWYLa2tqYgyOlyM2wYOnkcXj/aAc6PX7MKM7C7766BPmZVk3tipUrZxbhz/csxYOvHZBmA1WOS8ekFFJ5u/vSSfjD7ib0eMW+qbVXTUu5wGgwHn74YQDiRkIsCIKAJ598Eg8++CA+97nPAQB+85vfoKioCK+99pqsa2VyQQbKctLQ3N2Pt8IDg+eV5+DWCyfI9jOUxGY24pnbFuL6n3+A4+3ih96kggzd9+tE8/kFZdh2yCkFRv9zxZSUCIwAsSS2+jPTsPnd42ju7kdzt6iyR/1G6jAwc6Sbj3tCQfx+P/bs2YN169ZJzxkMBixfvhy1tbWDvqa2thbV1dUDnluxYgVee+01WWw60OyS/A4AEKL+IYS/EgTxeeHs5wRBej7EC+AF8RHiAV4QEAwJCPI8AiEBwRAPf4iHLyD+v88fRJ8/hH5/CG5vAK5+8eENnDsYPJpJ+Rk4f0IurppVhEunFYwKP4OID928WzocohJcUVHRgOeLioqk7w2Gz+eDz+eTvna73UMemyxfXDge7x/twHml2fjdqiUpl1ZdOCEXf19zEX5Texov7TiN/142JaUGME4pzMLymYV4q64Ns0qyJTWvsUaiGwmJrBWO43Dv8qn4be1pXDI1H184vwxTCvU522goCrNteOa2RfjPX9bCF+Tx+fllKXXfXzGjEFlWE3p8Qaw4rwj3LZ+mtUlxsfryKVh18US8VefEax83o88fwrVzUiO4S3UyrKJTZ+CorG6s0NHRgVAoNKgvdfjw4UFf43A4FPW9th5w4OfvHIvFfNVItxhRmGVFaU4aJuZnYGJ+BiYXZmL++JyU8+0I+YkrOHrggQfw4x//eNhj6urqMGPGjKSMioeNGzdKO+9K8x/zSlGRl46ZJdkpu5NgMhrw/y6eiP938UStTUmIDdefB3uaBf912SQYDKnj4MpJohsJia6V/1xUjv9cVB736/TEvPIcPHP7Irz+aQtuX1qptTlxYTMb8eMvzsWOE2fwratnpOR9bzMb8dm5pfjs3FKtTRlTZNnMWHfNDJiMhpT9zCL0STyfJxPzM3D59IHZ4ugNKk56TvyK4yLPGQ3saw4GAwcjBxg49m/x/xYjB5PRAJORg9VogMUkPtIsJqSbjUi3GJFlM8OeJj7yMi3I1PEYB0J74ro71q5dizvvvHPYYyZNmpSQIcXFYnOx0+lESUlkV9HpdGL+/PlDvm7dunUD0sFutxvl5co4chzHYUEF1ZxqSXleOh77z3lamzEisWwkHDlyBIsWLVLJInXXih65bFpByiqkXTunhLItREL812Wk5jmWyM/Ph9FohNPpHPC80+mU/KyzKS4ujut4IL7PkxsXjseNC8fH+isQhObEFRwVFBSgoEAZ52LixIkoLi5GTU2NFAy53W7s2LFjWMU7q9UKqzU1+n6IscNwGwm9vb244IILUFlZmdC5E91IoLVCEAQxurFYLFi4cCFqampwww03ABAFGWpqarBmzZpBX1NVVYWamhrcd9990nPbtm1DVVXVkD+HPk+I0YxiecWGhgZ0dnaioaEBoVAI+/btAwBMmTIFmZmiOtqMGTOwceNGfP7znwfHcbjvvvvw/e9/H1OnTpUUuEpLS6UFThCpwnAbCaw222JJrK450Y0EgiAIYvRTXV2NO+64A4sWLcLixYvx5JNPwuPxYOXKlQCA22+/HWVlZdi4cSMA4N5778Vll12Gxx57DNdddx1eeeUV7N69G88884yWvwZBaIZiwdH69evx4osvSl8vWLAAAPDOO+9g2bJlAID6+nq4XC7pmG9961vweDy4++670d3djYsvvhhbt26NWZqYIFIR2kggCIIg5OLmm29Ge3s71q9fD4fDgfnz52Pr1q1Sn2pDQwMMhsict6VLl+Lll1/Ggw8+iG9/+9uYOnUqXnvtNcyePVurX4EgNEXxOUdqk0pa+8TY5Ox79M477xywkcCI3kjgOA6//vWvpVI9QRCwYcMGPPPMM9JGwi9+8QtMmxa7khmtFULP6OX+1IsdBDEYerk/9WIHQQxGys45kgsW6ykp6U0QycDuTXavvvDCCyPOODp7D4PjOHz3u9/Fd7/73YTtoLVC6Jmz14lW0Doh9AytE4IYmXjXyagLjnp6egBgTKlwEalJT08P7HbthpHSWiFSAVonBDEytE4IYmRiXSejrqyO53m0tLQgKytr0EGPTG6ysbGRUr8xQtcsPka6XoIgoKenB6WlpQPqvtVmuLVCf/P4oWsWH7ROxiZ0zeJnuGuWCusEoL97vND1ih8518moyxwZDAaMHz+ynn52djbdcHFC1yw+hrteWu7wMWJZK/Q3jx+6ZvFB62RsQtcsfoa6ZqmyTgD6u8cLXa/4kWOdaLfNQBAEQRAEQRAEoSMoOCIIgiAIgiAIgsAYDI6sVis2bNhAk53jgK5ZfIyG6zUafge1oWsWH6Pheo2G30Ft6JrFz2i4ZqPhd1ATul7xI+c1G3WCDARBEARBEARBEIkw5jJHBEEQBEEQBEEQg0HBEUEQBEEQBEEQBCg4IgiCIAiCIAiCAEDBEUEQBEEQBEEQBIAxFhz94Ac/wNKlS5Geno6cnJxBj2loaMB1112H9PR0FBYW4n//938RDAbVNVRHbNq0CZWVlbDZbFiyZAl27typtUm64b333sP111+P0tJScByH1157bcD3BUHA+vXrUVJSgrS0NCxfvhxHjx7Vxtg4oHUSP7ROhobWCa0TBq2ToaF1QuskGlorg6PWOhlTwZHf78dNN92Ee+65Z9Dvh0IhXHfddfD7/fjwww/x4osv4oUXXsD69etVtlQfbNmyBdXV1diwYQP27t2LefPmYcWKFWhra9PaNF3g8Xgwb948bNq0adDvP/LII3jqqaewefNm7NixAxkZGVixYgW8Xq/KlsYHrZP4oHUyPLROaJ0AtE5GgtYJrRMGrZWhUW2dCGOQX//614Ldbj/n+TfeeEMwGAyCw+GQnnv66aeF7OxswefzqWihPli8eLGwevVq6etQKCSUlpYKGzdu1NAqfQJA+Mtf/iJ9zfO8UFxcLPzkJz+Rnuvu7hasVqvw+9//XgML44fWSWzQOokdWie0Thi0ToaG1snYXSeCQGslVpRcJ2MqczQStbW1mDNnDoqKiqTnVqxYAbfbjYMHD2pomfr4/X7s2bMHy5cvl54zGAxYvnw5amtrNbQsNTh58iQcDseA62e327FkyZKUv360TiLQOkkOWidjA1onyUHrZOxAayVx5FwnFBxF4XA4BixQANLXDodDC5M0o6OjA6FQaNDrMdauRSKwazQarx+tkwi0TpKD1snYgNZJctA6GTvQWkkcOddJygdHDzzwADiOG/Zx+PBhrc0kCE2hdUIQI0PrhCBGhtYJMdoxaW1AsqxduxZ33nnnsMdMmjQppnMVFxefowjidDql740l8vPzYTQapd+f4XQ6x9y1SAR2jZxOJ0pKSqTnnU4n5s+fr7o9tE6UgdZJctA6GRvQOkkOWidjB1oriSPnOkn5zFFBQQFmzJgx7MNiscR0rqqqKuzfv3+AIsi2bduQnZ2NWbNmKfUr6BKLxYKFCxeipqZGeo7nedTU1KCqqkpDy1KDiRMnori4eMD1c7vd2LFjhybXj9aJMtA6SQ5aJ2MDWifJQetk7EBrJXHkXCcpnzmKh4aGBnR2dqKhoQGhUAj79u0DAEyZMgWZmZm46qqrMGvWLNx222145JFH4HA48OCDD2L16tWwWq3aGq8B1dXVuOOOO7Bo0SIsXrwYTz75JDweD1auXKm1abqgt7cXx44dk74+efIk9u3bh7y8PFRUVOC+++7D97//fUydOhUTJ07EQw89hNLSUtxwww3aGR0DtE7ig9bJ8NA6oXUC0DoZCVontE4YtFaGRrV1IpekXipwxx13CADOebzzzjvSMadOnRKuueYaIS0tTcjPzxfWrl0rBAIB7YzWmJ/97GdCRUWFYLFYhMWLFwsfffSR1ibphnfeeWfQ++mOO+4QBEGUlXzooYeEoqIiwWq1CldeeaVQX1+vrdExQOskfmidDA2tE1onDFonQ0PrhNZJNLRWBketdcIJgiDEF04RBEEQBEEQBEGMPlK+54ggCIIgCIIgCEIOKDgiCIIgCIIgCIIABUcEQRAEQRAEQRAAKDgiCIIgCIIgCIIAQMERQRAEQRAEQRAEAAqOCIIgCIIgCIIgAFBwRBAEQRAEQRAEAYCCI4IgCIIgCIIgCAAUHBEEQRAEQRAEQQCg4IggCIIgCIIgCAIABUcEQRAEQRAEQRAAKDgiCIIgCIIgCIIAAPx/UKiXoM/XOiAAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 1000x1000 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"x = np.linspace(-10,10)\n",
"myPlots(x)"
]
},
{
"cell_type": "markdown",
"id": "1637262f",
"metadata": {},
"source": [
"## Age classificator"
]
},
{
"cell_type": "code",
"execution_count": 44,
"id": "25857354",
"metadata": {},
"outputs": [],
"source": [
"def AgeClassificator(age):\n",
" if age<=2:\n",
" print('You are a baby')\n",
" else: \n",
" if age <=12:\n",
" print('you are a children')\n",
" else:\n",
" if age<=18:\n",
" print('you are a teenager')\n",
" else:\n",
" if age <=40:\n",
" print('you are young')\n",
" else:\n",
" print('You are old-younger')\n",
" pass"
]
},
{
"cell_type": "code",
"execution_count": 45,
"id": "744b17f9",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"You are old-younger\n"
]
}
],
"source": [
"AgeClassificator(41)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.10"
}
},
"nbformat": 4,
"nbformat_minor": 5
}