Mathematics
Grade-2
Easy
Question
Use the tally chart to complete the picture graph.
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZQAAADwCAYAAAAn15JYAAAZHUlEQVR4nO3dXUxU+f3H8c+BQXAgeoG7poZdH8YaLaQJtXUTRS9QF27QxGjUqgnRugFT8GZ3TSXGbFIwLF6tscZWDY3mLz5dyJVe2BhlN1gb0UWMDzxUF90E0yjigo4D53+BM54ZZnjQA+cMvF/JJHB+M8N3mPObz5zf7zwY//jHP0xJ+tOf/iQAAN6XYZqmKUmGYThdCwAgjnmsv7zNFgBRGIZBHwFiMAxDCU4XAQAYHwgUAIAtCBQAgC3GbaBkZWUpNTU15q2lpcWx2lJTU7V//37H/v5wnTp1SqmpqYPeJysrS6WlpWNUET6UtV+sWrUqrK2lpSWsj4z1+2qt7erVq2P6t9/HcPrHhGO+Zflx3KipqTG9Xq/Z3NwctryqqmrAMoQL/u+8Xq/TpbjGeOojBQUFptfrNauqqga0lZSUjHn/KCgoMGtqakI/FxQUjOnfHyn6x0CSzHG7hTKYL7/8Uj6fz+kyQk6dOqVTp045XUaY9evX69ixY06XgVG0bds27d271/GtgZaWFl26dEm///3vJUm1tbWqra11tKah0D+im3CB4sahpq1btzpdAiag7777TrNnz1Z+fr6jdTx58sTRvw/7TKhAaWlp0aNHj8KWlZaWho0bB7cUrOO5wRDav3+/UlNTlZWVFXr8qlWrQvezLg+2lZaWhp7r1KlToXFq689Sf6hYx2OtdUWOdUey3jeyhuA4b6yx6aHaraz3sy6LDOlo/0+40/nz5yVpyHXsQ+dWYj2+tLQ0FGi//e1vB52TsPa1YL3BdT+43lvX5+A86f79+5WVlaWrV6/GfA2x+pD1MUP1xWj9I/iZEa1vWvvcuJmHtI5/jTfWcc7graSkJNR+5cqVsDmWkpISMzMzM+zxkWO5V65cCf1cUFAQNgadmZkZenxwjNr6/M3NzaFlwfFi0zQH/F5SUhL2e2ZmZljdViUlJWE1WsfFa2pqwl5PVVWV6fV6Q69hOO3BMeJo/4vga7H+D6xjysH/r/V/Fs/GUx+xvpfB9zn4PkbOoVjfw+A6HGt9jGaox0f2w1j1Bh8TfI5gH6mqqgpbj63PF1ynvV5v6DUHX2/w8YP1oczMzNDPkevzUP2jqqoqrG9Y54ZKSkpCz2N9bfFMkjkhAsX6gR7rjQsGgHXFNM3wD8jgc5rmu5XLKnJFj7aiRN4n+Dcif4+8RdZlfa5YHTEzMzPseYM1BVfqodqtHzSx/m+RARat9mgTv/FoPPWRyA+/kpKS0IelNVCqqqoG3DfWzi7RDOfxQwVKtL4W+TdiBUq0dtN8t54P1Ycia44WKLH6R2ZmZtT+YJoDv7yOB5pok/I+n0+ffvpp2LLgZvRXX32lb775ZsBjtm3bFjbktX79eknRx32DE/0//fTTe9cY3Ez/5Zdfwm63b98ecN+hxp7b2toGLJs1a5ZaW1uH1R60d+9eHT16dMjaf/rpJ23btm1A7V9++eWQj4WzYs2nRA4RS9KMGTMkDW/u40MfP5L7jcSsWbOG9dzBIbTvv/9eP/74Y9T7xOofbW1t+vHHHwf0B0nauXOn2tra4mo36eGYUIEiKezDbf/+/WptbdUvv/yipUuXRr3/unXrtHfv3pjPF21F+OSTT967vmAoDWcFG07H/P777wcsmzNnzrDbpf5wW758+ZDj7J988on+9a9/DXofuFdwPiXyw/HSpUtR7x9c/4byoY8P3s/OY8f++9//atasWYP2oZaWFm3dulUXLlzQd999F/O5YvWP2bNn6z//+U/Ux/h8vrCAyc/Pd/TYOLtMuECJZP2WfuXKlQHtS5cu1ezZs7Vq1Sp99tlnoeXr168f8I3u1KlTmj17dmgrZqSCE/Xbtm0b8E0x2qSdz+fT8uXLY973m2++0dGjR8Mmxo8ePaqvvvpqWO1WtbW1unTp0qCTh+vXr1dbW1vYfVpaWly5Zx0G8vl8A3aF3blzp6TwSfszZ85o27Ztw9r1/kMfL73rg6tXrw5bbl3PrP24qqpKUv8kf/BDuq2tLfQl7erVq7p06ZJ27tw5ZB+S3oVNrHCQovePwsJCbd26NSwogu2lpaWheoKhMi5Yx7/Gk8jxy8HmAKz3iXawUrQx2Gh/x3of6/LgGLJ1Uj5yriWyRuuk/lAT25H3tY4HWycloz1PrPbI5dFqjzZPEnm/8TROPB76SHB+YbD5rchJ+cj31LqeDmeSfrDHW/ucta9EE9mnrSJfU7Q5FGs/iewHsfqQtT7rz5G1xOrbka/PuiOB9W9GzmXGI0lm2PVQTE7NDcREH4lP+/fvV3V1ddR5SNiH09cDAGzDFgowTPSR+FNaWhq2k8G4mq9wGcMwuAQwAMAeXAIYGCa2UIDYmEMBANiGQAEA2IJAAeAq9+7d04kTJ8KW3blzJ3RKINM0dePGDXV0dEiSHj58GNoluLu7W9evX1dPT8/YFg1JBAoAl3n06JG2bNmiw4cPh5Zt3rxZZWVlkqS+vj7l5OTo7NmzkqR9+/Zp3bp1kqQHDx5o0aJF4+I0JvGIQHGxuXPnsvcdJpyVK1fq0KFDKioqCp1SxePxyON5tw9RUlKSEhL6P74SExNDbcH+Qr9xBoHiUnV1dZKkvLw81dTUOFwNMLaKioq0YsUKLVu2TJKUkpISFhIJCQlh4REMFziLd8Gl/u///k9ffPGFcnNzVV1d7XQ5wJg7cuSIOjo6VFFRIa/X63Q5GAYCxaUOHTqkxYsXa+3atbp48eKAa5QA493MmTN14MABlZWVqbGxUWlpaU6XhCEQKC5UU1Mjn8+nnJwczZkzR3l5eaEJSGAi2b59u3bs2KEnT55oypQpTpeDIRAoLlRdXa0vvvgi9Htubq527drlYEWAMwzDUGVlpTIyMnTt2rXQMrgTgeIyra2tunjxonbt2tV/sjXDCIUJk/OYiNLS0rRw4UJdvnxZ58+fV0JCAqfAcSkCxWXOnj0rn88n0zTDbnl5eUzOY8Ly+/1KT09XcXGxnj17Jq/XS6i4EIHiMn//+9/117/+dcDywsJCJucxYXV2dqqgoEDZ2dlavny5/H6/kpKSnC4LETxD3wVjqbm5OeryDRs2aMOGDWNcDeAOgUBAaWlpqqqq0kcffSRJmjx5ssNVIRJbKABczzAMdXZ2atq0aTp37pw8Ho8CgYAkLrvhJgQKgLiyZs0aTZ8+XeXl5fL7/Rz06CIECoC40tvbq5SUFN2/f1+VlZXyeDzsSuwSzKEAiDuBQED5+fkqLy/XggULOIreJdhCARB3urq6tGnTJu3Zs0c3b95UamqqJOZTnEagAIg7vb29CgQCKisr07x58/T48WNJCjvFPcYegQIg7hiGodevX0uSNm7cqKamJp0+fVpTp051uLKJjUABENfevHmj5ORklZSUqLGxUcnJyU6XNGGxfQggrr148ULZ2dnKyMhQYWGhTNPkglsO4b8OIK4Fz3dXXV2t58+fy+/3s5XiEAIFQNzr6elRamqqjh07Jkl6+vSpwxVNTAQKgHFjyZIlkvon6tvb2x2uZuIhUACMG93d3UpMTFRbW5t2797tdDkTDoECYNwIBAKaNGmSDh48qOPHj+vMmTNOlzShsJcXgHHl1atXWr16tdrb21VYWKjc3Fylp6c7XdaEwBYKANfr6+sLO62K9XfTNNXX1xdqM01TL1++VEVFhXw+n9auXauurq4xr3kiIlAAuF4gEAhd/0TqP5gxGCLB07BI787l5ff7JUm1tbW6deuWTp48OcYVT0yG+fYdMAyDE6sBg6CPOOfOnTtKSUnRnDlzZJqmGhoalJGRoY8//lgPHz5UV1eXsrKy1N3draamJmVlZYWu6Pjzzz/LNE3NmDHD4VcxvhmGQaAAw0UfAWIzDIMhLwCAPQgUAIAtCBQAgC0IFACALcIObDQMw6k6gLhAHwFiCwsU9mABYmMvLyA29vICANiGQAHgSvX19aqvrx+1dtiPAxuBYaKPjK3s7GxJUkNDw6i0w16GYXC2YQDu5PV6R7Ud9mPIy4Xy8/P7z4tjuQETzVDr/oe2w34EiktVVlbKNE2Zpqni4mLl5+c7XRIADIpAiQPLli1Tc3Oz02UAwKAIlDhQXV2tzz//3OkyAGBQBIpL7dq1KzQGfPHiRf3xj390uiQAGBSB4lLWOZSrV69q6dKlqqurc7osAIiJQIkDOTk5ysvL0w8//OB0KQAQE4ESB1pbW3Xx4kUtXrzY6VIAICYCxaWscyg+n08nT55UTk6O02UBQEwcKe9CFy5ccLoEABgxtlAAALYgUAAAtiBQAAC2IFAAALYgUAAAtiBQAAC2IFAAALYgUAAAtiBQAAC2IFAAALYgUAAAtiBQAAC2IFAAALYgUAAAtiBQAAC24HooAFypr69vVNthPwIFgCv19vaOajvsZ5imaUqSYRh6+yOAKOgjY+vu3buSpPnz549KO+xlGAaBAgwXfQSIzTCM8CEvwzCcqgWIC/QRILawQOHbFxAbWyhAbIZhsNswAMAeBAqAuFBfX6/6+vr3bsfoY1IeGCb6iLOys7MlSQ0NDe/VjtE1YFIeANzK6/V+UDtGH0NeLlVXV9e/X/fbW35+vtMlAY4K9oX3bcfoI1BcqKamRkuXLtXVq1dlmqZM01Rubq6+/fZbp0sDgJgY8nKhjRs36uTJk8rJyQkt+/rrrx2sCACGxhaKy9TV1UmSFi1a5HAlADAyBIpLzZkzx+kSAGBECBQAgC0IFJcJzpvU1NQ4XAkAjAyB4kKVlZXauHGjWltbQ8tqamrYywuAq7GXlwt9/fXX+vTTT+Xz+ULL8vLydOHCBQerAoDBsYXiUhs2bAgdg2KaJmECwPUIFACALQgUAIAtCBQAgC0IFACALQgUAIAtCBQAgC0IFACALQgUAIAtCBQAgC0IFACALQgUAIAtCBQAgC0IFACALQgUAIAtCBQAgC24wBaAuNDX1/dB7Rh9BAqAuNDb2/tB7Rh9hmmapiQZhqG3PwKIgj7irLt370qS5s+f/17tGF2GYYRvoRiG4VQtQFygjwCxhQUK376A2NhCAWIzDIO9vAAA9iBQAMSl+vp61dfXO10GLJiUB4aJPuIu2dnZkqSGhgaHK4EUZVIeAOKF1+t1ugREYMjLZerq6mQYRtht7ty5TpcFuE6wf8A9CBSXMk0zdPv8889lGIZaW1udLgsAYmLIKw787W9/kyTt2LFDFy5ccLgaAIiOLZQ4sWzZMl28eNHpMgAgJgIlTmRkZDhdAgAMikCJE+3t7U6XAACDIlDixJUrV5SXl+d0GQAQE5PyceDbb7/VoUOH1NLS4nQpABATgeJS1v3rfT4fR2gDcD0CxWVycnIIDwBxiTkUAIAtCBQAgC0IFACALQgUAIAtCBQAgC0IFACALQgUAIAtCBQAgC0IFACALQgUAIAtCBQAgC0IFACALQgUAIAtCBQAgC0IFACALbgeCoC41NfX53QJiECgAIhLvb29TpeACIb59vKAhmFwpUBgEPQRd7l7964kaf78+Q5XAqm/fxAowDDRR4DYDMMIH/IyDMOpWoC4QB8BYgsLFL59AbGxhQLEZhgGuw0DAOxBoAAAbEGgABhT9+7d04kTJ8KW3blzR62trZL6h95v3Lihjo4OSdLDhw91+/ZtSVJ3d7euX7+unp6esS0aw0KgABhTjx490pYtW3T48OHQss2bN6usrExS/wGLOTk5Onv2rCRp3759WrdunSTpwYMHWrRokVpaWkb0N+vr61VfX//e7RgeAsWFampq+vfpttzmzp3rdFmALVauXKlDhw6pqKhIbW1tkiSPxyOP590+QklJSUpI6P94SkxMDLUF97Ib6d52xcXFKi4ufu92DA+B4lI+n0+maYZuzc3NTpcE2KaoqEgrVqzQsmXLJEkpKSlhIZGQkBAWHsFweV9er1der/e92zE8BAoARxw5ckQdHR2qqKgY9Q/z4Jb++7ZjeAgUAI6YOXOmDhw4oLKyMjU2NiotLc3pkvCBCBSXamlpCZtDqampcbokwHbbt2/Xjh079OTJE02ZMsXpcvCBONuwS/l8PuZNMO4ZhqHKykrV1tbq2rVroWWIT2yhAHBUWlqaFi5cqMuXL+v8+fNKSEjgFDdxikAB4Di/36/09HQVFxfr2bNn8nq9hEocYsjLpYJzKFZ0MIxXnZ2dKigoUEdHh5YvXy6/36+kpCSny8IIsYXiQhs2bAg7BiV4A8arQCCgtLQ0/fOf/1RDQ4P+97//afLkyU6XhREiUAA4zjAMdXZ2atq0aTp37pw8Ho8CgYAktszjCYECwFXWrFmj6dOnq7y8XH6/nyPY4wiBAsBVent7lZKSovv376uyslIej4ddieMEk/IAXCcQCCg/P1/l5eVasGABR9HHCbZQALhOV1eXNm3apD179ujmzZtKTU2VxHyK2xEoAFynt7dXgUBAZWVlmjdvnh4/fixJYae4h/sQKABcxzAMvX79WpK0ceNGNTU16fTp05o6darDlWEwBAoAV3vz5o2Sk5NVUlKixsZGJScnO10SYmD7EYCrvXjxQtnZ2crIyFBhYaFM0/zgC25hdPCuAHC14Jkiqqur9fz5c/n9frZSXIpAAeB6PT09Sk1N1bFjxyRJT58+dbgiREOgAIgbS5YskdQ/Ud/e3u5wNYhEoACIG93d3UpMTFRbW5t2797tdDmIQKAAiBuBQECTJk3SwYMHdfz4cZ05c8bpkmDBXl4A4sqrV6+0evVqtbe3q7CwULm5uUpPT3e6LIgtFAAu0NfXF3ZaFevvpmmqr68v1Gaapl6+fKmKigr5fD6tXbtWXV1dY14zBiJQADguEAiErn8i9R/MGAyR4GlYpHfn8vL7/ZKk2tpa3bp1SydPnhzjihENQ14AHHfixAmlpKRIkhISElRXV6eMjAxJ0l/+8hf9+c9/liT9+te/1r///W/NnTtXkjRr1iw1NTUNedJI6xbO+7RjeAgUAI77zW9+E/rZMAz97ne/C/0+c+bM0M9er1d/+MMfwh77q1/9asjn7+3t/aB2DI9hvo12wzA4NTQwCPpI/Lp7964kaf78+e/VjqEZhhG+hcJV0YDB0UeA2MIChW9fQGxsoQCxGYbBXl4AAHsQKAAAWxAoABx17949nThxImzZnTt31NraKql/KP7GjRvq6OiQJD18+FC3b9+W1H9ur+vXr6unp2dsi0ZUBAoARz169EhbtmzR4cOHQ8s2b96ssrIySf3HiOTk5Ojs2bOSpH379mndunWSpAcPHmjRokVqaWkZ0d+sr69XfX29Ta8AQQSKC7W2tsowjLBb8EAuYLxZuXKlDh06pKKiIrW1tUmSPB6PPJ53+wwlJSWFrtKYmJgYagvudTfSve+Ki4tVXFxsR/mwIFBcrKWlJXS1uubmZqfLAUZNUVGRVqxYoWXLlkmSUlJSwkIiISEhLDw+9BLAXq9XXq/3g54DAxEoAFzhyJEj6ujoUEVFxah/2Ae3/GEvAgWAK8ycOVMHDhxQWVmZGhsblZaW5nRJGCECxcV8Pl/om1R+fr7T5QCjbvv27dqxY4eePHmiKVOmOF0ORohAcTHrHMqFCxecLgcYdYZhqLKyUhkZGbp27VpoGeIDgQLAVdLS0rRw4UJdvnxZ58+fV0JCAqe8iRMECgDX8fv9Sk9PV3FxsZ49eyav10uoxAGuhwLAdTo7O1VQUKCOjg4tX75cfr9fSUlJTpeFIRAoLjRnzhy+jWFCCwQCSktLU1VVlT766CNJ0uTJkx2uCkNhyAuA6xiGoc7OTk2bNk3nzp2Tx+MZcF15uA+BAsDV1qxZo+nTp6u8vFx+v58j3F2MQAHgar29vUpJSdH9+/dVWVkpj8fDrsQuxRwKANcLBALKz89XeXm5FixYwFH0LsUWCgDX6+rq0qZNm7Rnzx7dvHlTqampkphPcRsCBYDr9fb2KhAIqKysTPPmzdPjx48lKewU93AegQLA9QzD0OvXryVJGzduVFNTk06fPq2pU6c6XBmsCBQAceXNmzdKTk5WSUmJGhsblZyc7HRJeIvtRQBx5cWLF8rOzlZGRoYKCwtlmuYHX3AL9uBdABBXgmfgrq6u1vPnz+X3+9lKcQkCBUDc6enpUWpqqo4dOyZJevr0qcMVQSJQAMSxJUuWSOqfqG9vb3e4GhAoAOJWd3e3EhMT1dbWpt27dztdzoRHoACIW4FAQJMmTdLBgwd1/PhxnTlzxumSJjT28gIQ1169eqXVq1ervb1dhYWFys3NVXp6utNlTUhsoQBwnb6+vrDTqlh/N01TfX19oTbTNPXy5UtVVFTI5/Np7dq16urqGvOaQaAAcKFAIBC6/onUfzBjMESCp2GR3p3Ly+/3S5Jqa2t169YtnTx5cowrhiQZ5tt3xDAMTrQGDII+Mnbu3LmjlJSU0NVLGxoalJGRoY8//lgPHz5UV1eXsrKy1N3draamJmVlZYWu6Pjzzz/LNE3NmDEj5vMvXrxYkvTDDz+MyeuZCAzDIFCA4aKPjB+fffaZJOnatWsOVzJ+ECjACNBHxo+7d+9KkubPn+9wJeMHgQKMAH0EiM0wjPDdhrmsJjA4+ggQWyhQ+OYFAPgQ7DYMALAFgQIAsMX/Ay8/Z0mrhb4oAAAAAElFTkSuQmCC)
Hint:
In this question ,we are the tally chart. It is table of favorite cookie and no of cupcakes. So the given tally is no. of cupcakes. So just count the given tally of each row and match with the option.
The correct answer is: ![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAATMAAAESCAYAAACRqDLNAAAgAElEQVR4nOydd3gc5dW375mt0qrL6sVFli1XSe7dxjYGAiGB0E0nhCTwkpfyAqGFGkgIIQESCCQkBDAJCaYl8GGKsU2xgyvu6lavu9L2nd2Z8/1htFjBGNvIFhZ7X5cvSzPPPOc8Z2Z+evooIiLEiBEjxjGOOtAOxIgRI0Z/YN73l0gkgqqqxCpr/YeiKBiGEYtrjBhHAEVR0HUdi8XSV8xWrlzJ2LFjiUQiA+XboENEaGtrIy8vD13XB9qdGDEGFSaTiR07drBw4cK+Yvbb3/6We++9F7/fP1C+DTrC4TArVqzgtNNOQ9O0gXYnRoxBhdls5sknn2TmzJl9xWz8+PGUlpYOlF+Dlo6ODiZPnjzQbsSIMegQEcrLy0lMTOw7ABBrXvY/oVCIUCg00G7EiDEoiUQi0RZPbDQzRowYgwLzlyc5coTDYQAsFsvnzu3cuROTycSQIUNIS0s72q4NCkKhECaTCcMwsFqtnzunKMrnjh9JvF4vjY2NAJSUlBw1u4eK0+mko6MDRVFISEggNzd3oF3qF0SEnTt3YjabB+V7ddTFTESoqqqipqaGpqYmFEUhKyuL/Px8cnJyyMjIQERYsGABDoeD6667jiuvvPJou3nMYxgGf/3rX4mPj0fTNM466ywcDkf03DPPPIPJZOKSSy45Kv6ICOvWreOiiy5CVVXq6+uPit1DQUTYvXs3jz/+OP/4xz9QFIVp06axfPnygXatX9A0jblz55KWlsa1117Lj370o4F2qV856mL26quvcuONN7J7927S09MREdxuN5FIhJtvvpl7770XgPb2dgCam5uPtouDAsMw+MEPfhD9vbu7m2uuuSZ67vLLLwc4amIGe2viTU1NqOrXt3fjtNNOY9euXYwbNw673R59DgcLTqcTp9NJS0vLQLvS7xxVMWtoaOC73/0uANdddx1Lly4lEomwefNmHnvsMWpqavqkVxSFxMRERIT6+npMJhP5+fmfyzcQCNDV1YXf7yclJYXU1NQ+TVeXy0VnZycAxcXFtLW10dPTQ3Z2NklJSUewxF8frr32Wk477TSGDRsWPWY2f3b7dV2nqqoKRVEYNmwYVqsVp9NJV1cXIsKoUaOAvSOz3d3dwN5Ydnd3097e3ieWfr+ftrY2LBZLn/tlMpn6/O/xeGhubiYrK4uUlJQ+/hqGEX3x4uLiGDJkCHFxcdHzvX4oisLIkSNpaGjA4XAcsOkUCoVwuVx4PB7i4+NJT0/HbrcDe2tlGzduZNeuXVgsFp599lkKCgpIT08/YFz9fj+dnZ2EQiGSkpJIS0vDYrFEa3m9TbqUlBQ0TaO2thZFUSgqKsJkMvVJl5WVhaqqtLa2YrPZ9vus+3w+Ojs70TSN1NRUUlJSovexp6cHj8dDIBDAZrORlpZGQkLC5/IwmUzYbLbo77t37wYgLy8vmj4SieB0Ounu7iY+Pp6MjIw+18DebgOn0xkte3JycjSeA4Lsw3XXXSdHCsMw5OabbxZAFEURl8slmqb1SfPmm29G0/am++lPfyrLly+XGTNmyJIlS2TdunV9rqmqqpKHH35YFi5cKAUFBXLuuefKX/7yF2lubo7m9eijj8rIkSNlxIgRsmrVKjnrrLOkoKBAbr/99mi6I0UwGJTnnnvuiNrYH+FwOBrDcePGCSDTpk0Tn88XPWc2m6PpOzs7paCgQIqKiqSqqioat6KiIhk+fLiIiOi6LrfddpsUFxfLqFGjZNu2bXL99ddLYWGh3H777bJnzx6prq6WBx54QCZPniwnnniirFq1SkT23ocVK1ZE7W7dulVuueUWyc3NlRtuuEGqq6ujvrS1tcny5cvl4osvlvz8fJkzZ4488sgjUltb+zk/Ro8eLVu3bpXjjjtOfvWrX31hPBoaGuTJJ5+U008/XQoLC+WEE06Qxx57TGpqakREJBQKSUJCQjRmY8aMkeHDh8tjjz223/x0XZcNGzbIr3/9a5kxY4YMHTpUzj77bPnrX/8azS8nJ0dKSkrkiSeeEBGRyspKyc/Pl5EjR4rT6Yymy87OljFjxsg999wj9957rxQXF8uJJ54oq1evjtrTNE3ef/99uf/++2Xq1KkydOhQueSSS2TZsmXRfG688UZZsGCBDB8+XGbNmiX333+/VFZWRvMIBoMCiMlkkrvvvltERNauXSt5eXkyYcIE2bRpUzRWy5Ytk3PPPVcKCgpk8eLF8uSTT0pDQ0M0ry1btsh9990ns2bNkmHDhskZZ5whv/vd7yQQCHzhPTgSaJomP/vZz0RE5KiJmYjIyy+/LIAAMn/+fHnggQfk73//u2zevFna2tqi6XrFDJCsrCxJS0sTq9UqgKSlpYmu6yIi0tzcLBMmTBBAxo4dK+Xl5TJ06FAB5IwzzpBQKCSGYcgNN9wQzW/cuHEyduxYycjIEEBOP/30I1rmgRYzk8kktbW1YrFYBJCHHnpIRGS/YtYbo927d4thGHLLLbdEj4nsfYHPO++86LHS0lLJzMwUVVUFkAULFsjJJ58sGRkZEhcXF00XCAT6iJmiKHLyySfL6NGjJTs7WwCZNGmSiOx9OC+55BIBZPz48TJ9+vToPZ41a5aEQiGJRCJ9/CgrK5Ps7Gy5/fbb9xsLr9crJ598sgAyYsQIKS8vl5KSEgFk6tSp0tbWJpqmRUVfURSZOHGilJeXy5NPPvm5/AzDkJUrV0btjx8/XsrKymTMmDHRWIVCoej53pdt165dAoiqqn3ErDddRkaGjBo1KpoPIG63W3Rdl2effTZ6bMKECVJWViajRo2K2nM6nTJy5EgpLy+X6dOnS1FRkQAyZswYiUQiItJXzB544AFpamqSwsJCAeSaa64RERGPxyMnnXSSADJx4kSZNm1a1M5JJ50kIntF2W63CyDl5eUyZcoUGT9+vAwZMkQ++eSTr/DUHjoDJmYiIkuWLJHMzExRFCV6cxRFkQsvvFDq6upEpK+YLViwQDZt2iTXXHNN9JjL5RLDMKIPdEFBQTT/xsbG6Iu0YsUKMQxDbr/99uhD1Mvf/va3aH6hUOiIlXegxaxXsJYuXRotb01NzefErKurK/qgV1ZWimEYctddd/VJp+u6XHbZZQKIxWKRZ599VtavXy8nnHBCNO8777xTNm7cKHfffXf02o0bN4qI9KmZBYNBERF5/fXXo9d6vV7ZtGmTAGK1WqW9vV3a29ulvr4+muatt94SwzD6+PHSSy/Je++9J3v27PlcHAzDkJdeekkASUlJiYqIiEh6eroA8oMf/EBEPnvZLRbLAWMbCAQkPz9fADnzzDP7nLv66qtF5DORMplMct9994mISEVFRbRs3d3dn0t32223iYhIJBKRhIQEMZlM8uc//1kCgUD0+b3iiiv62Dv77LOj5ayvr5fW1lapqamRP/3pT9Fr2tvb+5TPbDbLfffdJ+ecc44A0Tx0XY9WOAoLC6Wrq0va2trko48+isZ/586dctttt0XL0dLSIk6nU0KhkPz73/+WHTt2HDB2/c2AipmIyDPPPCNXXHGFHHfccTJ+/PhorWv69Oki0reZ2VuTcDqd0WOdnZ190txwww198p8yZYoAcs4554iI7FfMeh8iVVX7VMX7m6+LmIlItNbaW9P5IjGrqakRwzD6CJJIXzFLSUmJXvvvf//7c/mJSDS/9957T0Q+E7P/Fovea1etWiU33nijABIfHy/f/va3ZdasWXLSSSdJZmamZGVlRZ/RXj/i4+MPGIdIJCKnnHKKALJ48eLocV3X5Yc//KEAkpycLCISFU2LxRIVgP3R3t7+pen2Fan7779fRPZ2ifSKgMvl+ly6X/ziFyKy995NnjxZFEWRSy65RFpaWgQQm822X1uGYUh1dbUsXbpUsrOzpby8PCq2Vqs12pXSK2aKokhxcfHn8tQ0LVqDzczMlG9961sye/ZsOfHEEyUzM1NycnLknnvukY8//ljy8vJEVVWxWCxSXFwsF110kaxbt+5zXUdHmn3F7KgOALS2tpKcnMz555/P+eefD+zt6D3llFN44403WLdu3eeucbvdANFOZ9g7MCAixMXFEQwG8Xg8fa7pXcmwb4fxf+N0OqP2D5RusCAiLFu2jIULF7J169YDptU0LRrjL6I3xiKC1+v93PneOYTwWYf//vD5fNF8ejvJYe/gxEUXXURHRwciwvnnn49hGJSUlGAYRvT6fX/eHyJCfHw8sHegqBdVVQkGg9Gfe9Pue93B4HK5yMjIiP4eDoc/N29y31gdCEVRgL3x6o2Lw+Hos0GB1+vt06kfDAYxmUwsXbqUtWvXMnv2bFasWEEgEGDIkCF98t23bKqqctVVV/Hoo49y++23c9dddwGfzflMTEzkoosuwul0IiJceOGFGIbBxIkTGTduHE8//TSPPfYYdXV1hEIhnn76aZ5++mmef/55zjnnnIOKXX9z1MbIRYQHHniAxx9/nK1bt1JdXU1tbS11dXUUFxcDRP8/GBRF4bzzzkNEWLNmDRUVFdTV1bF161YqKioAooK5L5WVlVRXV/PMM88AkJycTF5eXj+U8OuNoijMmjWL8847b7/newXHMAyWLVvG+vXr+fjjjz+XrveFPNiXfX+ICJWVldTU1LBs2TIA7HY7EydO5KyzzkJRFNxuN2PGjOG73/0up512GvPnz6e8vByv1/ulQvvf5Vq6dCkAFRUV7Nixg7q6OrZv386qVauA/T8nByI1NZURI0YQDod5+OGHqayspLa2loqKCpYtWxb1rXfC8ocffsiGDRv45z//ecB8XS4XtbW1bN26lZqaGhRF4cwzz4yOFIdCIR566CGqqqqora1l165dPPXUUwCsXbsWk8nE4sWL6ezsZMeOHQeMyRVXXMEjjzxCWload999N9XV1ZjN5misvF4vpaWl0fjPnTuXsrIyfD4fb7/9NllZWTz++OO88847vPLKK2RnZwPwwgsvHFIs+5V9q2xHejTzlltuEZPJJImJiTJq1CgZN26clJSUiMlkktGjR8uaNWuiafm0jd7bj9BbRQeks7NTRERaWlpk7NixYrfbJT8/X8rKyiQxMVGSkpJkyZIl0bx6m5mKosi8efOiHazp6elf2GncXwx0M/O/brHouh7tdN/3nK7r0Q5wPm2epKSk9Emn67pceOGFfZqUhmH06ZzuZd+O7d4RzTfeeCN6bMqUKTJx4kQBJDU1VS677LLotd/+9rclMzNTACkpKZFx48bJ6NGjBZCrrrpKRCTqx3+X74uYPXu2JCQkSEpKipSVlUlOTo44HA4pKyuLNvlqa2ujeba0tHxhXoZhyPLly2Xo0KGiqqoUFhbK+PHjpbi4ONqEDofDsnjx4j59w7m5udHn8L8HABRFkfz8fJk2bZo4HA6x2+0ybdo0EdnbVL7zzjujTceioiIZP368FBUVid1uFxGRsrIyUVVVTCaTTJ06NdppryjK55qZfNq3KSLy8MMPCyDFxcXi8/lERGTOnDmSmpoqiqLI2LFjZdy4cdH8fv7zn8uPf/xjAWTUqFFSWloqU6ZMEYfDISNHjoy+w0eLAWlmKorCFVdcQWJiIlVVVXz00UfA3prRTTfdxBVXXEFBQUE0fWlpKaqqUlhYCOz9a1JaWoqiKNFqc3Z2NuvWreO+++5jzZo1dHV1MW/ePObMmcNNN920Xz++853v8NRTTzFnzhzOPPNMrr766iNc8oFBURRKS0v7zCXrPf7oo49y99139zmnKAp/+tOfuPnmm3G5XFx++eUkJiby4IMP9mkmFhUVUVZW1mcZVFJS0udsGYZBaWkpJpMp2ox3OBzR+zp79mzeeustZs6cyamnntrnfr366qs8++yzrF69mg8//BARITs7m9NPPz3a3Oz140BN2H15//33ufPOO/nwww9pbGxk9OjRLFiwgJ/+9KfRspjNZkpLS7FYLAec2KsoCqeddhq5ubm88MILrFq1ikAgQGFhIRdccAGw93n9/e9/z/XXX099fT2nn346F110Eaeeeup+l+/1rjYIh8MEg0Hmz58fnUBuMpm4/fbbmTlzJv/6179YvXo14XCYcePGcdlll0VjdvXVV1NTU4PdbueWW27hZz/7WZ+y9D4T+87X/J//+R+ef/55/H4/VVVVTJw4kTVr1vDYY4+xfv161q1bF53Ld84553D++efT3t6OzWbj448/xul0Yjab+eEPf8iZZ57J9OnTD+p+HBH2VbmjNQBwNDEMQ2699dZD+ivenwxUzSzGV8MwjKNiZ9+a2cMPP3xEbBxsWXprZscSAzYAMFCYTKboSoIYMQ6G/+40P5LExcVhs9n2O5DSHxxsWXoHSo5VvhFiNm/ePAzDiI4QxYjxdUFVVS6//HLS0tKYPXv2QLtzTDPoxUxRFBYuXMjChQsH2pUYMT6H2Wzmt7/97UC7MSj4+m5fECNGjBiHQEzMYsSIMSiIiVmMGDEGBTExixEjxqAgJmYxYsQYFMTELEaMGIOCmJjFiBFjUBATsxgxYgwKYmIWI0aMQUFMzGLEiDEoiIlZjBgxBgUxMYsRI8agICZmMWLEGBT0EbPYfl8xYsQ4VukjZkdzQ7pvCqqqHnAL5hgxYhw++26j32c/M8MwCAaDX/r5rhgHj4gQiURicY0R4wig6zqRSATDMPqKWXV1Ndu3b49+qzLGV0NRFDRNY+fOnWzZsgW/3z/QLsWIMWhQFAWbzcbu3bvx+/19xcxqtWK1Wr8RH8U9GiiKgsViwWazYbPZYn2SMWL0I4qiYDKZiI+PR1XVvmJWXFzMhAkTBsq3QUtbWxtlZWUD7UaMGIMOEWH06NF7BW3fE6FQaKB8GrSEQiECgcBAuxEjxqCktz8aYqOZR4VYXGPEOHLsdzTzWCEcDn9WAPMxWYQYMWL0M8ecEvj9fpYvX47VagXgrLPOGmCPYsSI8XXgmBOzZcuWcfnll0d/X7BgAZmZmQPoUQwBJBxBtRxzj1OMQcQxNzX9zjvvBMDhcKAoCo8//vgAe/T1QQAjHOFoTADZ14bu9eFp6zgKVvvaF8NAjuJEZAH0cPiI2jAikSOa/2DmmBKzpqYmGhsbMZvNXHnllYgIjz76aGxmfS9amO6aPYgc+Xgo7J19jddP24uvYUlMPOI24TMRVQzBW9dAJBQ8KvYAIj09eFvbjlj+/qYWgj2xCeuHyzElZnfccQcAEyZM4Be/+AWqqtLR0cGWLVsG2LOBJaLrSCBI6D8b8Xc5UZUje1ud3S46m1v492uvwRvv4txVQXxywhG12YsChAMB9LomOtatxxIXf+TtaRqGx0vrC69gy+jfLg0F0IJBjFYnTa+9QXx6Wr/m/03imOnkCIfDvPbaayiKwo033ghAaWkpmzdv5u6772b58uUD7OHRJ6iFcDW1svqTTSwIGBjbd+K4+gdH1GYkpPHg/T8nvaGLe5b9maYbb8PQjqhJYG8NprWxiU5nF42rPmCRmFBKio6ozfbOdpRgmDfffovzLYm4GhopsFv7Lf/mxkZ6erqpWP0R37HGcxTCOKg5ZsRs48aNtLW1oaoq8+bNo7a2lvPOO49Nmzbx0ksv4Xa7SUpKGmg3jxoCvP3O27xz6y9Ytv1j/rb4RIYWjMDuDUDGETJqCMEd1Xjeep/Tp85k7BkX0eRsQzSVsKZhsfbfi/7ftLW1csvFl+Bt7kJtbWDeD3+EUpB/xOyFA0HuuvkmhrUH+cUrf+e0/7sJRbH1W/7uLifXnrcUcyCCc8c2llx5FWre8H7L/5vIMSNm999/f/TnuXPn7l0l/+kcM0VReOSRR7jlllsGyr2jjnR7qPrLPzhl/BgunDaZtIQ4fI0NdO/YSerwwn63FwqH6VmzlvTt1Tx8zY2gBTCcTnZt3oRYFTr/s5aM6TMxWyz9bhuPj5rnljNJtbPo5JNRPD7qG+vRE5OAb/W/PV0nuHU3QyoaObl8Ggsu/iGNXW0YahzhcBjLVy2j10/NS68zCStnH3887rKp1DXuIRCO9f1+FY6JPrNAIMBrr70GQHl5OSkpKaSkpJCamkpBQQEiwl//+tcB9vLo0VhRSfi5l/jfJUtYNH8xZRNLCTe2YBlRRPf6dQRcrn61Z/j8VFbX8ORV1xJprSZoNeOrq6RrTx0J5WW4A9388/ofs/vtd6CfRvt6O8Y72tvxvfAvZiUkcNW5FzFm1EhSrWbUtAy8FbvwtTT1i71egqEQre+sJn79Ju646HLGjBvDhFHFGBEFXdfo/HgdkcMoY2952ltb8b3wKmW6cMOlV1IwrID89BSU1Ey0tmY8TfUYsQ0JDotjQsxeeukldF3HZDKxfv161q9fz8aNG1m3bh3Lli0DoKKigvb29gH29Agjgt7j5pYzltLTUkOgrQU3AdxrPyB12jS6WprY+e5rvHb3HRj9NCpWXVlJePVHZFXt4fzfPMz7ho33Nn6EXTcwcvNxbt9EV2Mjy3uCVN77S9578R/REbmv8koqQMTVzVOPP87699/D98kG/BnJeNd+AGmpROLj6Wjfw58uOJtAS0u/lNXw+ti5axe/veEG9LrdhJIS8VRuw93cSEJpGR5/D//438upXLECdP2wyvOH3/+O9SvfJlixFf+QRAL/+YiIqqJmZuDRevjT2afSvuWTfinPN42vvZiJCC+//DKjR49m4cKFnzs/Z84cRo8eTUlJCa+88soAeHh0cHW7cFfWEH5tBTfcdS8ybirPNTYgmzdgmTiZzuoKurua2OQR1v7zZdY98CuamvbWWkQOT1hCgQBnL1qEzxsko66Boe5uqmorqN5WQSgjD0UXcotGMX328dw79ziKC4o46dylbP3dExhe32GLWTAUorm2jsjy1zlrxjzKL/4Bf3a7cb6/EntRCQFNw1m5lYZODy/tqGTHLbezdcsWOMwpOgI01tQSeu8j8ps6+PFvf8cHFgcf/WcN8aoZ8gvp2LyOruZmXguq7LztHt5/7VU0r++zDA6APxCgdU89+iv/j/NmHkfppT/knyGdxvfewj68iJDVinP3Flob2nm5w82O62/h/VUrkZB2UPnH2MvXXswUReG5555j165drFixYr9pdu3axc6dO7nwwguPsndHBxHhz48/zksPPIK9p4dxFhN6axP/fvN14oaNwxPUSMvNY+LY6Zw5bz5XzlnAA3/6M7+64AKkqxs5zHXuzoZGbj7rEtasWYmhQ6BlD1eMK+P7pZNxuz3oFgU/KuGwD4dboy3Nzq/KxhL6eC3v/ub3qIfxEooIG/6zlpvPvhBbSjLDu1w4mpt5a/1aNDWeHpMVh8NB8Zgy5s05jodmzqKixcmZM6ZjfLITDINDbaUFfD5+curpaFqIjLp68ru62VG5k6rdNYSyCpCwTt6osUyeOp+fTZ3OyJJxnHLa6VQ+83cIBDEOEF8RYfXKd7j3oiuw2GwUebwkNDXxzsdrCUXMeKwJWC1WhpdMYPqs47h/ynRsGbnMW7AQ97trkJBGrCft4DDd0Tt5C1ixYgVLliwZSH/2i8lkOqh0X8dF57qus3Pnzq+0T5wYBvVvvQ8drQwbNgxTcxMJephziyfQ5A9gtZkJKoJqGNDcQEdGFsVKCFu3E+2TajLnzsByiBtuikCcO8C48ZP44xMPM2tiKZFIEKsIT9VWU+nrRgl2c8dTjzMtNx+jqIRHXnqWHy46iTrVzNUP/ZIr//d/Ue32QyysUP3e+wwTC25/D/leDS3s44LCMQR1QbGYCakGimJG6WjEZU/EbgqRHgmSuLsBf14OaYUHP8opInRUVmNvcdLV1kxRfDKav5tZjjRKUtJxR3TEoqKbTBh+N+Jy05OewFB3F9k9Hho6eyicMfUL8zcMg+oVq8lXzXhDfvJ6fGhGkDOyh4JiQkwqYZMBihmjuw0tohKKUxja1Uy200e910v+pNheeF+EYRisWbOGBQsWfP1rZjEg7A9xzplLSZhWxnsr3kBPdqB1d7JN0VnWXEun4ufOJx/krTdfIXFcGb9+5UVGloxi5qSZXLH8r2z45S8P2aaiQNjrg40buOWCK4hLSCd5wlRCWfls2PUJDVu3M75sNo5RpVjLp5OTPYTzF5xIQv4ItMY93FBWirOx7pDt6iIcVz6L7152MX947i8wPIdgUx1uq5mnm2qoEz/Pv/kyv3/qYSyZ2bzQ0EiLp4vvzVrI402VPHLljw+1pGQ7Ujn/mutY8fFHBBLt+Dta0U3Ci90drHZ3UtFcyXW/uIvuzjaCI0bz5OuvcOaCRXSkp3HxNT9GD37xKgRDhJPmLOKUC5fy52f+AiMLCdTX4rNZWNZaz5aIj7fXreSOB+9ErDaq7Q7e3PQBZy84gQ9NBld//2IMPbbE6WCIidkxgKqFYfsnzEvIYP7s47ENHY19zmI+qKlg9dtvYgmbGTnvFBqGFuPIy+WSk08BezoJjgTOHDcOU0/nwRsTEF3H73RSs30TmqqQGpeAEa+it7ShYPDEVddz+8XfRzXg2R9dS37YwOJ0M694HO6d2ygrGs2Y4uEkjR4fzfNgUVCI1O8hsquKuy77CWJOJuXE06gM+nl35Qpad9YwYdGptOQXYx85hh/Mn0dSagGZhcMptFhYmHaIy6oUiLR3IBs3cO33zscqdtIWf4tgzlDeXvcBG1e9x4gx0wgVj8VUNo3c7CGcOmsRScPH4K+v57qJE+muq/7C7FWBSG0NRmUdt37/J4gSR+rJp1OnC++seou6LdsZP/9kmnOGk1g2hcmjihhfXErWuMlojQ1cWToBf3fXoZXpG4oi+2xMf/311/OrX/1qIP0ZdIRCIV588UXOO++8w7o+EgzSVVtL3LotJFmSiFgiICaMYACryYTh89JttpIW5yDk7qG7o4VERyLOxhpc7a0oegDzWedSctppB23TuXUnb/z+N6xe8QIXn38dxeMnk6AbWDQf4g6jh3wYoqCZhUgwiK5phHtc6OEQGkJXj5N3gwEuuOVnxGekkpaTfVB2jXAYr/6DY60AACAASURBVMuJ/813yDSloCo6EYsJAhoQwayF6Y4IjgQHllCE9tY6rCYrkZCP1t3bsdttNGekMO/+g3yGRQj29NC2+gPy3RFMqITjVNSgTjgSwq6oBPx+wnHxJFmsdDXXIyENm9VC2/ZNhC1WOl3NTHv+n9j2M/dM1zS8zk4C/+8dsqzpKESIWE0QCCNoWMI6nnAEc3wicai0N1ZjFhVVFVq3bsTkSKTZ18Hc516I1Tq+gHA4zL333ssdd9xx7Eya/aYhgIQ0Nv11Gc//4U6mjl3ACSeeRoJPx6QEUHt80e2CLVYrPT3dhMIRlECItqb6vdvxJCSxvqaFqUNy6Glvx5GSislq4UDjASJCx4atfPTKy6SNHc7jy/9IwofvUj7/JDIdDqYkpNLZ2AHtbViTEnE4EhFdw22z0uR2U9HYyAvb1/N+QyPhsEKyzcJPnj/wHEBh78Lx2tff4uXnfo+nro6rfnQbCYoZcwhMPi8hX5CIhLGarPiDPiIhDTSDnq4a0A0sKRnUtTfRUVyMu70TS5yduIQE9ldYYe9hT80e/t8fHuXdl//CTy69lbyCYdi8GmooiOLxE4yEQDGDpuHSQhiaTtjZgcfjRk1Jx+PsYFtSBhPbuwnaFJKHDPksf92g8rXXeeWZRwm1tHLlj3+GAxVTOIzZ60ELaAQjYUyqmXAwREALQQS8XU0Y/gDmIVl0dLZQkZpNeVsHmFWS0tMP40n65hATs68pCuBvbOPdX/4GIyeetze+w3+6Gli08AyG5ORSmJMAXd14qipQ/EEcqckQ0tCs4ElNp66ulk+6Orj/rbdYWN3ItxfM5+QbriV3dPGB7SoKw888mWtbu3m/aTs2/RPautr53S9vpcZvcPGU6USSEunWQvhdbhaNHk+Xx01lfQ3vNtQSUCHPbueyqdMpTLRTOnnKQZXXMAw++s3j1HR9goGZW/54P3MWnkrx6DKS0pPJdiTQWVON0VpHfFoKZl3QCeNPTqexpYW61gYeXb+GjpdfJFjTxMi5M5l7wblfGFsxDGpff5f3nn2apNF53Pfsrxk361vMmDYfR0I8RYkpdDXUo9fVYbJbibPaES2APz6O9ohO4549vLqnimWbNhD0G6Rkp3LJbx4EPv1DFAzz4W8ep9FbhabDbX/6BbPmfZuikgkkpaeQG4KO2iqkuRVbShJWVIxICH9CEq1ahMa6Op7Z9QlvVVQQ9kRIzk5l6S/uPYQn6JtHTMy+xsQX5XPuzbfxzseraardStWeRu6662q6/DoLx5ZRXDgMn0nF5fEydVgxhkBjUwMf11fx7p5a1DgbwzMzyBySREGig3jHwY0sWh0OEmeOZ8k7QUJT8ujRPFw4M4jHG2BDQwWekEHA5yHVEUd1Yw1WRzxFE8dw1rwFZI8qJC01HUdzO+01VYxces5B2VRNKifccxvJz/6dyq5qduzexV+e/CVOVxAS07h01iJc6LgCfgq7M8lOTaejtZUte6p5o2YXXkVIMVmYPrqEBJOQM+TAtRhFUSg+69tc3NzGh627iGjb+OjNl3lh2RO4fML3TzgFw2zBa+gYBkwdNgqX28nu2hpW1uxkt9dNnM3OzNw8zJYII9M+s6cCEm/l5J/dStpLr7C7eRtVdQ089eT9uLqDqAnpXDjrODzo9IQ00h2JDM/KpbOzg617qnm3toKmUIAks4W5eflYTGFGxHbT+FJiYvY1RkEhY9EsFja0Y0kaRkdJDy3uDhqd7exoa2PD7k9ojigY3i52bt+GOdGKyZHMiLwcHpgxg1EzyhnuCmHyevAOyyMlvwBBUA7Y0Nxbs8iYP4vNm7di2t2O4TCTHICEpETOKp6M7rBilwhqegrh+Djs3V5CahgioNU34mlvpd7VRuZxx+M4iKaRAqAoDJk1lYkfbmFaej7tORPpDHXT7HKyq7WJ9VU78EY0Grs7WRWG7JRUQlYLJXm5/N/oUxg2bTwlESupYYN2n4uRJ33JFCNFIS4rg6HTJlGwLRl3yig6Jzpp9ffQ2uVkfUMVgYDG9s5m4hQzG3duZ4hNiCSlcMr0GVwzZiSjsvMpiCh0VVaSf9G5/5W9QvrsKZRt2MnM5Bw6h3tp93RS391JU1cXG2t3omlhtna3kxxWsaSmkJKUSGpCPJfMX8jQiaMosSWSp9pordzFyEuXfmkcv+nExOxrjAjEDc0jPCyT7k92odisDDclMHp4FotzS7AlJWCOt6MGg/gzUzG1tWMfXQTNTgL+TnxNbbSpIdw7K1l0797phF8mZJ9aBoHMOdPprm0hhBCRCMHkODw17XgKc4ir7sCsedD0MIm6gt8WQbHbUbu7CEXCdMWZWbj0/EMqr4KQdMIs6v72CiZVJcfioCAjkTk5RVhNZnDYsQYCeDMSiTPAmpGO0tmD29NFuMuPKzFEy+bNjL3rnoO2mfatBWzbvhuzFiQ5MYVMsTKxKJfvjJgIcTZMqo45JZmI3YrFrxG2K5gCGv5gDx5XJ1WdzTjGTiBlaN8dLwQw2e045pfT+PJbmEXItiVSmJ2MmjcSu8mC4ojH8LiQvGxMIsTHJ6L1OAlHwoQiPnoCbnY31JE2byGOIQc3iPJNJiZmX2c+1Z3c05ZQs6OSUEQjYhI6bTri9mD4NMKqmYTGLgKmHuIa2jHa9iD5Q6ClDUXCdAS9FF931SGNhikooEDO5DK6X3sT1W6GsIbJF0asgr2iGbMVwkEfWrwVJyHMoQh6IIRmU3E1NjL22psPubiiKKRMHIvtnQ8J1zfgFR3DIgSNEEqnl1B6Lo7KWgJqCg5nCHZsJTw0DXOHCzQ/3mYDmT2J7LHjD8qeIWCyWkmZVor/9XfxhkME9CD+BAum6la8Y7NIqG1BCTgIi0GiXydgCqHEx2NydhKyqnRKmBn/e80XBZIhM6bQ9s5HGOEufIqOWwmjoaB2deHLyMGxsx7DpkFnD/GoaKk2JBjC5OkhYDHR7TAz7+JLDzmW30RiI75fY3rrUPFJycSNGYZ5SCJ6oh2bO4TJpGAKh7C0uYiYdaSxnWCaFZ+E8Te14rcpdPu99IQjjJl9/OHZFyFj4RwsuobZBDJ1GKqioySZ8RUOgXAQiVeJhIP4ely4dS+drk46HHGUn3TKYZVXEWHInHKURBsyJAlzMIIaDGMyCbZmJ8SZiDS1EXKoBO0qwbZ2/EaEHoT6HRspP/v7B21PVfY2B3PnTiMSZ8aUk4rJZsXsCqBaBWuTE5MJIm4P4YCXHlOQiCoE3W56LNDR2EDWvCXsb0Mg5dN/GAZDZpcjCTZkSAKWkIEaiqCaBFttG+IwY3Q6iVjBZQQJ+zyEgiG6zdC2p4bhp5x9yHH8phITs2OE7EVzsRgGdkAfPgQ1IxE16CNUmEpYj6AnKART49ECHvxBDz1qiNruNsZcfAVweGuVRVFInT2DuKICUtNTif+kjvgEByYRrF1udEDq2ojYwBvWcHV20el1M+d/bjj8gioKGVPLiUtKwBbSMIY4YFgGChFIsRKMN6OaDYJZDoKhHgLd3XTHhWl2d0LJWIbk5iKHWFqr3U7a1FJsHj8muwmZMgxUHRNhfOkJYITQ81II6kH83U68phCdQS9NRpgp51504OKoKhnzZhAXF4dd0yE1HinJQcJ+JMmCFm9BMekYw4YQ1n24OztxWzXafT10JSZQesJJhx/LbxixZuYxgIGBo6AA+/TxyPsbMPx+0MMEFRU1NR5D04i09RBxegibhaDbi7OpFqV0ElNOPhXY73SrL0UBzCYTw888B29FBZaGOnwNjZiDQSLdboKp6UT0EP7CDBy6jeTcAobPXUhaSuJnk7kOo6yqKCQsmoWyajVWlwc1GEI3BC3RiuoSIsEQoY0V6PEKkXAQ5852XDaVS//w/Kd+H7xhYW/tbMjxC/B1t2DZ00a4uQOT3U4kXkWxquhhDWN7HXqiBb/fi6+7i+6InzHnXYHNfOB1wwYGqmom6cQ5eN5Zja3HDd1uDNVMKNmO4vejBwJoGyoJJygEAn481V10E2be9XcfegC/wcTE7Big9+UsmHMcPXEOrJVV+FubMYC0Wic9SQlYdDOhOBNk5GFt8VBy5tnMPe+SfrGvmswkjxlL8pixB5VeZO/azsOyhbq3v658Ck7FTLByN9bmRtyhIEldAYIC4cREFEPDGDsUtjWQv2gJp373LDI+nbR6KCiAINgTk8hdcjKBrVugppqAFsahaYS7fASSEjGHAgRGZqGoFtJycyk77njKFyw+iPxVFCCrbApW1UywYjemxga8ORrJPSGChhCyxyOKH338MEyfWMgcPYo5x59AyeTphx7AbzAxMTsG6BUzi93OkNnzYPY8IiLogSBoAfRwGEEF1URcaiqquq+SHGYVqY/9Q0z/1cwBe71OKyuDsjIM9i7rEk1D14IYBigmExZHAla7bZ9rvnzayX79/fSaxPx8EvPzyQTCkTBGMIRoAXRdEEXBZLUTl/Tfaz8PHN99z6RNLIOJe8ujh0IYmoYeCiAGoKqY4xzYHJ/tbvLV79w3i5iYHaOYFQVzfBzEf9nWPsfm67Cv1yp7+7Ww24Ev/mjN4QjZF2ExWyDBAnzZJ/QOzuZ/l0e12cBmgwN8b/TYvHMDR2wAIEaMGIOCmJjFiBFjUBATsxgxYgwKYmIWI0aMQcF+BwAk9t2+fkFRFBRFQVX3/s2IxTVGjP6j9/3qpY+Y9fT04PF4cLv755uL33QURUHTNJxOJy6XC7/fP9AuxYgxaFAUBZvNRmdnJ7qu9xWzqqoqVq5cic/nGyj/BhWKoqDrOjt27OC9996L7gzbz0Y45G+rfRVU5dPdB4+izb0zW2PE6IOiKJjNZnbt2kVPT09fMZszZw6nnnrqQPk2aElMTIzFNUaMI0RtbS1paWl9BwBiNbL+JxQK4fF4+i2/fSsoEb+fnoamfsv7S22GIzg3bSPYj+X5Utthne7qukNePB7jm0E4HMbr9QL/NZrZ21Edo39R+mN9T29egKEbEAjS8eJrWJKS+y3v/SNENI2eLhf6ll10fbwR+wFmrfef1b0fdAlu20FPbUO/zu6PMbjofb9iy5mOIdxeD0ZQY8P69SwKGnTurCTngi9bbnP46IbB5v+spae5g7f/+U9+PmkKkl9wxOwBhPUI3u4ePtm9iwk9QYLr1pP4/UPbsTbGN5NjRsx2796N1+tFURQMw0BEiI+PJykpidzcXEymA2/FcqxjRCL8+pf3k1DXzs+f+SPNN92OETmyNemW+nouXHISC8eU0rB9Kz2ZuZDwxWsjvyoCvP/BGt7/4zPc/cyfWXXOheRk5pAQCB8xmzEGD8eEmIkIV111FW+//TYAZrMZEUHXdZKSkvjnP//J8ccf3m6qxwQiBCr3UPf8q1y24Dj+dMpZNHe1Y+gqkUgEk9nc/40wlxt1xQf8/cfXMT4jC0/AT9XH72G228HQQe3/Px66y8N79/2G0Y5Envne+WRnZeLv6oCdO0kqHtbv9mIMLo4JMQNwOBwAjBgxgl/+8peEQiFuvfVWamtrWbJkyaCdkBrWI3g3byPpP9v4y613QdiPuH1s//h9lDgHrk+2kF5WhtIP4tK75UxTRwemPy4j16qSWzIeLezGs3s7yaUzaarazJ7V75I3Y+5eYesHBOhsaCL5lXe58+zzQTdAD1O1eiWW/Dxcaz8ib/E8LPGOfrEXY3ByzPT493byDR06lO9973ucd955XHTR3i2LU1NTB9K1I4YEQ1Tt2cNjV18L9buJxFnwtTXSXrmD1Okz8Goe/n3T/1D78fp+mfelAHqnk2f++BTLt22mY08N7vQEjA/WYCsqotvVRne3k3vOPZ3al18h4O+H0W9dJ+j1c9N5FyDttYS7OvBbDFz/+YCECaW4fT1Ur13BO4/9DgkEvrq9GIOWY6Zm1kt7ezv/+c9/8Pv9vPzyy9hsNh566KGBdqvf6WxtI3FHJUmaxnHXXMPmbTswdn9CaY8b09DhNG/8mLY9NfyltZn4/7uZ8M/vYOTkqZjjDq+2FAwG2bFjJ2Nfe5ubvv0tOP0CLv7RJfxQCzFpyix8nZ2Ywj7cLo3m1Hzanv47r1VV8JOfXIMpMeGwdpftdrqwtXYSqarmxIsvxq/Es6piK4va6rEXldDRuIe26p2sc2m0P/RbRljiSTnrDDKzY59di/F5jpmaWS87duxg3rx5nHjiiWzbto0xY8Ywb968gXarX9FCIa4753yCLhd51bXMTEjhnc3rWblqDcawUegRyCwaSXn5PK6dOYdxWQVMmTuPyheWg6ZhyKFNmBcRNn+8ju/NmkNkzmyMd9YQ+WANJ+XmkZleSE+Xi3hFoSB/JCd891R+Xz4FPTOD22+7nZbH/kLI7TnknQT1SIT7f3oT21euIrGihjOHFbNnTxWP/e05bLlFuDGRlJXBxInTWTR1BjdOmclvHnqUK751MvR4PvX70GzGGNwcc2JWUlLC22+/zb/+9S8uueQSNm/ezIgRIwbVetKOujrGZuSwacMmRDPQaiu5YcY8fjJjAT3tnWASrHFJ2JLtjNTAXzCEq0cNpeuFF9j23At7P6F2KAZFGB2XRtUrb/PgQz9HTU3CV7+bs3OGYQEkJZmehDgaurpo3bSB6uQhdHc389xxc6je8jEv3vqzT+0dvLpoPj9pfmHPxo1oqalENm+iLDWNNy/4AZ3tXZiMCFjs2BKSGR0O4y0s5PjRhUzSPOz86d14nK5+2Z47xuDhmBOzzMxM5syZw+LFi3niiSeAvf1pjz766AB71j8IkB2fzI0//xUvvf8WfocVb3Md4nPznq+bjUaQmq5G7nv6MdorduIbXsIT//obS2fOx1uQy2WXXoBxiGtAw5EIyX4dJTGOhs1bwWzHXjQaV3oal76xnH+tXcm/3lzOjx59kJSySbRHIrxUV8mc2cfzelsrf37koU9l7ODVxRQ2uOGWu9jkbaaqtpogGlpLHbv1CG95u+hWAjz8rxf48M1XsBQO5zcr3yEvN4tvT5/P/y5/hrd//etDKmOMwc8x12cWiUSIRCIYhoHL5QL2NpMyMjIG2LP+Q2tux17XyA+WfAeLZsKx5DsEKmt4+Oe3kGUycdv3f8i7rh4unDKbzPg4JoyZRNb4yWxY8W9OGjYcV/Vu0seVHrQ9q9VKSNGwVTfxx988gWECm6LSFefmpLx8xuUVM+q752PKK8GclsFiexwTk5IIGDoL0lNYVD6RiOhYlIMfUTWcPciWbVww7QSyNHBMmoTR4+XpRx7gnQ1rmXv1DXSZbGxxJDNnZBEnTJmGJCSRk5REVkY6yVW7Die0MQYxx4yYRSIRAJqbm3nppZfwer08+eSTAOTl5XH55ZcPpHv9RiQYxB3yYI1EGDdiLGE76A1NqGaFf996D35fAD0llc0PPklnSz3S7eHyBSfRvGMLUwqGUZxgwVow9KDthb0+OttbqX3nVSYNm4y5x4URF4cajJAWF8+13z4DdzCA2u3kqjnH0dnWhIFKiqLgbWhgWHwS9TNnYjYUMHFQnxTSNQ2f5kPVNUbnDCNi0zHaO4mEAvz84u8TPu0c3AkJ/GFsGd4eF776Rs6aOAVXZwutVRX8bMoUXOVlXynOMQYfx4yYWa1WsrOz8fl8XHrppSiKQlxcHNOnT+cf//jHQLvXL/jb2lm7/EX+/ccH+Z+l15GZlYvFrWHSwoQ9PoJ6GEU1IdJJTyiMaGHCXjdtDXtQbPFofjfVadmUGiq+nh7ik5MPqCsiwra/PM/Lzz5Mm6sN84+zGTF0DDZULKoXa0Ah4PcgPo1QwI8nEETx+YhEAkQUExFHArudHazpDjH6o40kFOUzJOfAI41hj5eNy5ez/In7+c7s0ymdPAOLO4hFdOjxEAxroIDVEDzdTkJaGCUYprW9EiUcxpaezq6GenJKJuLr7sEaZ8ditfbP9+1iHNMcE2LW2yfW09MTXbZkGAbp6ekMOYwPv34tEaH6hTd48e6bSSjJ4xcvPMa4mUuYP20u8anJ5KSm01VfR6i6DovdgtVig0iIUJwZd3wSHW1NvLSnmqc+WI1PTSQ+zcEF99/zxeY+tRn2Bqhv6SJ7VCEP/f7nhC1JFE9fwNCUISxOzcTZVI85FCY+KwtHnJ1gnA1nT5D19TVsqK3ktS0b8Zgt5NoTyM3J5bxf33/AMra9+xF/v+ZazBOy+OPrz1LS08WCKfNJzRpCVloagaZWvLU1KEE/9oQklLBG2KoSSkims6WVCmcHt7/7JpNrqjlj8clM/s63GHvc4BrNjnF4HBNiBpCTk0NOTs5Au3HkUBSKTj+BM6p+zNq2CrT6Sl77+594/PcP0qnBHd85C8NiwieCISYmFY3G7e5m1ye1rNi9lbVtzdgsVkrS0+joamCSY/iBzQGoKqWXnMsdYTMbu+pIlM10aj189OrzvNoTZFVJEW6EXa1tZFgTmVMygY7OTj5pqKIm4Cct2cGJkyYxcVgxUzMzGbv0zC8tY8aC6Zz9o/9jTf02rOYqPnj9RZ59+nHawnDpjPmMyMknYDJo9WnMHTWWsBaipbaJD2p286+KbfhVlVyTDUUEs78bu6H32y2IcWxzzIjZN4H4vGwmzJnD6OphtKeX0D7GRXvQQ1tHBysrPkHTQmxvbyVOFN5IzyZFVfEn2igtLubs757CyJxcisRGqLGR7B9cdFA2bVlDkMIMpvr8TCpfSDDsQytdRGcoiMvtIhgO4xzuxxsIYSTEMWJ4ORd863iysBJXPgJblw/Z00C7HiRj8uQvt5ecxOhFc8nfkI4no4S2Ee20Bj10O7tZWbONKlcrNV0d6IbB++s+ICEljvawUD60kBtPPpXhsyZR7NRIs1hwqxFGLDou9uXvGEBMzL52JJ00l92/egKLqlKYkc0IdzJKaiFnjJ4KVjOGKYI5MQnDZsUa1tHjTViDOkHDT9CAzvYqJC2NsWPGH7TNvLNOZvMDj2Lt9GGIhqIbpNssZCekE0qykRgMEcpLJ85QIagRiUQIRTwEVqykI38IPTU7mPrgwU+NSVo4k+YNWzAiGhmZ2eR2xqMk5bBk+FhUuw3FYcUW1ul22LB5/VhHDcXR5sXj7yLsN3AlGNR+tJaJv3sEiAlZjL3ExOxrhCGCNSEBx7SJBFeswe33o2oBArnJmKva8IzKJKG+FZPuR1OEJHcInxpESXBg6uwgZLPQEfFx4q8Ofg6WiGCJiyOzvAzPmo/QRMAfImADtaMHf8kwAp904K11koAZs4A/Ox5ztxfFCOHZso1w2RjS8wsPzh6CKpB+4jycT72Ix+/DZIQIpieh1HWgmR2YNDO2FhfewmRS2jyEG6swhudhamnGCGv0mISUc079/+zdd5wddb3/8dfM6WX3bG9JNsluyqb3HhICCQRCF1AEFEFFKaI/rwIiyDWKosAFFC96r3AVRaoQRJoB0iAU0+smm832fnqb/v39EYJEKUnIZrPrPB/k8SCPze7nO3P2vM/Mtw0Fg3p3bzVb/9LvJs0OZPJ7I3KDFs7G9DhwDC5E9rpx9KTAZeHsiYEkUKMx9GiUuKxgOiEbS5B0y0RbWghNnoXf5TvsmgcX8JfMm4rk9+II+nA4HTh0AW6LwO4WhBekrEK6NEjKraM1d5KWTbpMhf2dDSz6xq2HXw/pQN/ZhHFQGMRZUQgBL+5IFpwScjaLFEtiSCbm/hYyQYHidZHqbCeFIGlotLe1MfG8S4/s5NoGPDvMTkCeQJDcSWNwpzLIHgdiyjCQTJxKFiXPD0JDHxIijUomGiXr0ugxsjRkosz4wlePuJ4AfAWF5EwajccykUNuxLhynMLCHF5IpiiIAx3DVFFTCbLZFDElRjgRIbRwCcG8I9+wURaCwvkz8KSzyE4Jo6Ych0dG1jIYRX50ScPKcZEq8JLJRNFTCRIBaE2GyZ9zEj6vx34ugO0Q9m3mCar09MVkMmF8+zvQwlFcXg+m34nI82F1dsDeVvBIJDMplGSUcDZB6WlnkRs6mp1gLUCmcME8jJ5OAh3dOPd1ovk96N0xfIqK6nCg17eiFfvQ4gniKZVUjo/P3faTozo+S4KShScRbqkjt7YZMxbH6XUjCQOjIh9rXwtksxiJLIalo6kGsZ1tdJpZLr1lOYD9XADbIewwOwEJAd7CfCoWLCJbsBX2N6IW5mIqCs6mbrI+H6gZ0sOKMCUZZ06I8XPncerFR7dXvvTeBXqgsIjBl19OZt8+3G1NZJrb8KkKWiKOUzNwWQr6qOG4DBeTRoxk7Jz5R32MBxemD1l8Opn8DUgN+9FMA9NhkruzhYTPDaaBHnRi5ldiNkUoWbiIcy+6BJfDDjHbv7LD7AR0cDJ7aNRoQqNGY2KhRqKYiopQMhiWQAgJyePBV1aKz+3+wHd/uokKbq8P97jx5I07zNHQoyx3oO8MgmUVBJdVUAxk41GsrIrQFHRdw7JkJFnCWVhATl7++30iAmFfldn+hR1m/YADGX9B4WH+6+P8Jj9G5STAH8qHw3hynh1ktg9jDwDYbLYBwQ4zm802INhhZrPZBgQ7zGw224Bgh5nNZhsQ7DCz2WwDgh1mNpttQDgkzCR76+FjTpZlZNn+zLDZeoMkSe/n1iGTZk3TJJlMYllWnzRsoLIsi0QigbCfWmuzHVOmaWJZFqZp/iPMhBCsXLmSkSNHkk6n+7J9A4YkSQghWL9+PZFIBOUIn2dps9k+nsvlYtWqVVx99dX/CDNJkjjvvPP4+te/3pdtG5Cef/55zjrrrL5uhs02IGmaRkVFxaF9ZqlUqq/aM2Cpqko8Hu/rZhwzlmli6lpfN8NmA0DX9fdz65Awszuqe0dvDqwIIRC93Mf5fk+fbpDYUYuWtW+XbSeOg+8vO736IfGB/8m0taMkk71YTGDqOul4AmN7HT3vbMCbezQbQNpsvavfbQFkmibpdJpMJoMQAo/Hg9frxe/393XTjitT03BEknS8+CrVX768d2oIi91bthBubmflk0/x1u075QAAIABJREFUw0mTMQcNtjfgsZ2Q+lWYaZrG66+/zu9//3tWrFhBNptl7ty5LFy4kOuuu46ysrK+bmKvEkC0J0xndxfdf9/E/JSKVnAYG4AdpfbWFj53yhIWjRrH/i2bSBaXIAVzeq2ezfZp9Ksw+8Mf/sBVV12F0+lk0qRJFBYW0tzczE9+8hMsy+KOO+7o6yb2qkgswpeXLUNTDfI62pl26RdwT5/VO8XiaRwvr+ePX76OsQXFpM86n7p3XsPp8YFlgd2/ajvB9Jswy2QyXHXVVciyzG233catt/7j8Wa33noriUSiD1t3HGRVtv7mDywpKOWU0RORTJX99XuQSkqPWYmDO2B3x+NIv36EcieUjxmPJrKk33qHvMlzaNm7hba311E6bTaOQ7brttn6Vr/5eH3mmWcAKCwsPCTIAJYvXz4g58cd7OiPhsNoT/yFRQUFXPOZyxg1sYY8LDzDR5Cs3YESjRyTh65JgBlP8D8P/IonN28g1lhPsiQfY9XreKqqicW7iSdjLP/MWTQ8/zyqPQnYdgLpF2EmhOC5554DYPTo0R/6b2pqao5nk44bM5XiO9dcy5Y1r6LW7iBdlENmzSocpSXofj+JSAcPf+4c4g2Nn6qOpmnU7tmD/sv/5XtLl/H1W5fz3Z272PbcU7hnziWtaEhKgmh3mtb8wbT+zx/43wcewMpkgQNPlLLZ+lK/CDPg/aVA/y7rGxVFIRWOoD38GN+88mrGfv5LPJLO0r1mJb6acaSzCpG6Hezd38KTexvZef232bV9KxjmgR9wBKdJCMGGt95k1tjxiNlzsF57A/Odtzi5tILS/CFEe6L4EAwZPJKlF5zPf42fCKWl/Md//AdtDzyEns4g7CFOWx/rN2E2f/6BZzR2dXV96EL4ZG/OtTrOhBA888xT3PHZK/Hl5DA+reBraWLl228gPAVEJSder5/qkWM5dclZ/HTaLJKeANMnTCKz/u8Iwziy204hGOUrpPvZldzzizuRQ0FSDTv5fOkQ/G4nckEBmbwcuhIpOje9S3NhOalYK48smEvT1g2s+MEP3/tF+vf4oLGdmPpFmEmSxAUXXIDT6WTv3r2sXr0aVVWxLAtFUdiyZQu33XZbXzfzmBFAXnuMmaOq2RuPQm0deryHx047jwAgmRZSwI8rUIAz3omroJxgAP7fyGHUP/gbdv/1JY5k0YFuGIQUC0dhHvs2bgCXD/fwkcSKi/jSS3/mmXfW8NyLT3HVPXeQO3Ea7abBU3t2sGDB6azoaOXBu+987yfZl2e2vtMvwgygurqac845B4/HwymnnMKDDz7I66+/zv3338/kyZMJBAJ93cRjRtd0zlhwOtPPWcb//PpXUFmK2tlKJifIb+prqVMiPLryWX78ix/jLizhjUicdfW7+dy8RfxVSXLthRdw4FG5h8ftdmNJOvLefTz0s19jhYJ4Q8UoPg+nFpYwtngon7viW1x86VW4iks4dXQNN5xxEZoQLMjP4z8mjUMXRm+eEpvtE/WbqRkATz/9NNdccw0rVqzgpptuwjRNPB4P8+bN46KLLurr5h0zsgCjvo5CNcP/u/xriJwick4+g/UrX2H1qleZ4lnGpLmn8UpDO3kTp7I4P5/NG0wGjZuM+6XnuHJ4Jaqm4nF7P7GWkVWIRsLsf/2vTK6ciJSMYwkfjqxBns/Pd87/LElFQU4m+ebCxfR0tSEkmRKHk3jjfqoCOTTPmY9LyAcuzD7dA9VttqPWr8IM4Fe/+hX33HMPGzduRFVVRo8eTUVFRV8365ixdB0tmUBVYoSkIEVDKzANDdGRYNaECbyy/E6ilsDv9/PCd35IZ2M9pU4fp02aQvvGdzlz+AhaSgoOK8iEEOz8/eM88/t76ejp5Opv3E7VsFG4TJDkJO40KJk0VlZHy6RJKBpk0hhaGlNyQG4++2PdrE1pjP37NoLVg8krPNwnr9tsx1a/CzMAr9fL3Llz+7oZx5QAME32PPs8Tz78c3JFkCu/8i28KRMpnkBOJjFUHUkSeJ1uNF0lpaiQNUlE94Fp4sgvJprsoauymmw0ieSW8QQCH3qhJACEIB2OUNvYxqAR5fz8gdtxF1QydOJMhuYVcVpBGd2NDbh1HX9JKR63G9VnEhMmmxr28VZ9HS9t30S7YVHg8lJRUcGld/30uJ43m+2gfhlmA5URTrLyznvpsNpoEw6+e/fNLDz5QmqmTqcgL5ecaJqefbuRuiL4CguQLAGSiV5QRDgcpqGtlQc2vMm6piZ+05Mmp7KUz952y4fWkgBkmclXfJ47DBfvhvezY8smutUYrz35MF3RDM+PrCIuCfa0d1HizeWksZPpDHexpX43TapKXo6f6VXVTBk1lpklZdRcdMFxPV822wfZYXaCkABXSR7n33QjxWtWUVe/kX3Nrfzi1z+iJ6ZSUFTC52YtIIlJJK0yPFnCoIJiOrvaebd+D3/ds4uoqZEvO5lfXoHbaTKipOQT6/oqSpGGFDE3ozJzRglZPU12ukE4myGSiqOoGrERWZJZFcvvpWr4VL64dAkluPFNqSYQySBaWujKpimdNbP3T5TN9hHsMDvBlCyez4xd+znJV0JkRIrOdA+t8Tj7ezrYVL8LRdOpi3WzwXSQCgQZWpRHaV4+3z/7PMqn1zBC91CCTPvu7Uz80mWHVbP84rPZetcDuHpSWMJAtixKfD4GyS60oJegoqAOLsRrOpA0FVM30Iw0+qtraB1SQGzvLqbfdV8vnxmb7ePZYXYCEYArLxf31Bq61r6N7HJQ4QhSWRRiXtEQPFN84HSDnkIvyscDuPPyMXsiaIaC2p0inaNTt2snxWedi8vj++SaQuAOBCiaNInUm2+jCZAyKhm3wNETJz26gMzWLlL7w+QIFw5LIjvIjyOaRDazJLd2ooweRlHlsF4/Pzbbx7HD7AQjgLJlpxB9YyOmrpFxWOhu0C0TRyRJekwZwY3NaB4FR1uEgMdHttiHHEsiZ1NkwhAt8LPgc58/rHoHtxwunT+N1KZNOJxO0Awcmonlsgjsaga3QMoopIblI4ejWE1x8PlImzodrXVc8pv/68UzYrMdnn4zafbfgfTeH6eAvDkTkEN+zIIA7qyBQzWRZBN3XTvC70R0RND8DqIiix6NoGgqMaHTsreWCZddfUR1BeArKiJnwmg8uokUciMmDMIlTMyqAtLFuTiEgSl0tHSKTDZNTI8TToQJLjiV3Pz83jgdNtsRscPsRCRJlC0+CY/Lgc+wMEtzESOLMbQMIt+L5neB28SqLiGbCJOKhEn4Bd3pJOmKckbMnH2EBQ+sFShYOA9PWT55TgehfR24/V6kngTeWArhcqDVtZAJOsgoGTqb2uiM93DOD+78hJ9tsx0f9m3mCcjEwuULEDxlNulXV+NUVbJxHUN2kC4K4EimsRQVfUMdulfGSGaI7qql28pywV1HfssnvTcTLae4BM8VXyJVtxdXayPZhha8qoqSTODQCpGMLEZNFU7NzdiR1Uw8+dRjfeg221Gzw+wEJL8XLuUz5hBzeUjv3o2zrZlkUYicthhZTUWXZTSRwhg/CmtHK6WzT2LJeeczbNTYT1Xb7Q9QMHEyBRMnH9432MuXbCcIO8xOQAevlCRZpmDqdAqmTscErGwWS9cwNRULGQmB0x/E4//HqKUQHNGOGcegsTbbCcEOsxPYB3PCATh8PvB9/HSL4xpkNtsJxB4AsNlsA4IdZjabbUCww8xmsw0IdpjZbLYBwQ4zm802INhhZrPZBgQ7zHqZLMvvL+a22WzHliRJ77+/Dplnpus62Wz23+ZBu8eDpmlomkYmk+nrpthsA46u6+8/dvKQMFu9ejUPP/ww6XS6r9o2oEiShGVZvPvuu8TjcVRV7esm2WwDitvtZs2aNUQikUPD7KyzzuKaa67pq3YNWCtWrODcc8/t62bYbAOSqqoUFRUd2memKEpftWfAUlWVVCrV182w2QYkXdffv5O0BwCOA3sAwGbrPR86AGAb2ASAZQEHduSw2QaSfhNm4XAYWZYRQiCEQJZl3G43brcbl8vV1807oR3cckyyBLG9+wkMLcfl9fd1s2y2Y6pfhJmu6xQVFREMBjEMA13XKS8vZ9asWSxdupSLL76Y3Nzcvm7mCUtYFqauIzW2E9m4mbzR1X3dJJvtmOsXYeZwOABIpVLMmDGD4uJiUqkUL7/8Mk8//TQPPvggq1evJhAI9HFLTyyWECSjUWr37KH91dWc4Q8ijf90O9HabCeqfhFmB0mSxMMPP8y4ceMAaGlpYcyYMWzYsIErrriCJ598so9beGJpaWvm6tPPRs5o5MZ7OPUr10Dl0L5uls3WK/pVmAF0dXW9H2aDBw/mqaeeYunSpTz11FOYpvn+Vdy/O6FqRJ54ga9Pm82MiiGohkFDcx0Eg8BZfd08m+2Y6/dDWqeeeuAJQZIksWPHjj5uTd86uAgtlUyi/+4pJgd8nDPnZErHjcLR0Y6vsppk7XaURPzAwwJstgGk34fZB+dw/btP+pUAM5PhGzfcwEsvP092+xZSFcUof/kLvknjSWkqsXgnd580jVRrq70G1zag9Lsw++cJqLW1tcCB3SnGjx/fF006IWiaRiIcQfnv33H/Dd/mnJuX86PGOiLrX8c1azaJcIRU+35qm7pZl7HYefMP2LppI5jmgSs6O9ds/Vy/CzOHw4FpmhiGQSKReH8t6cSJE/H7/z3nTgkhePYvz3LRuEn4xo0j+PctWHt2EovGsRw5xLImQa+XqqoxnHfBhfx09Fj2JVIsmzYddf17gWaHma2f61cDAEIIVq9eTTqdJpPJcM899/DGG28QCoV48cUX+7p5fWqk8HLr1d9g3Ruvs6CgDKWzhQdmnEwYkFwORG4hxGNkd25GGT6aso5G/mPqOPb86kE82mWMOmVRXx+Czfap9IswE0IQCASQJInly5djmiaSJOH1elm8eDEPPfQQpaWlfd3MPqPrOlOGjEQbNJirL7mIBT+6E7MxRqywgB+8tZaLx4zkxZf/Sqark5u+9k3ue+01ZgQE585bwo1r11DxzXe5d+vWvj4Mm+1T6Tdh9thjjxEMBt9fzhQMBqmurqawsLCvm9fnXG43RrgLRzTKvd+5DeHPIThlDlvfXEdq3x6sQcM45/Kv8+eVLyMPHcZ3ly6lsX4/vsIiFg0eRGU20deHYLN9av0izJxOJ2edZc+N+jCWrqMqWWId+ym0cvAH/RiWCZEoNSNG8tANNxLTNPyBIDPP/yyRtnYKPEH8+XlE6+pYmJtL92R7VYCt/+t3AwC2Aw6MQAp2/fEp7l62gHvu/TFGYQ4ikIusqDiTcaRoAj2TxWUIsokokVgYM54hunsrqqIhBXPpEoIWX4h0dxRdVe1RTVu/1S+uzGwfTgjBtmf+wv6eLnICQa65/RqmzTuDsdPmU5YbpNyhE96/F0ckgb+sGMkSWB4HRvlgWtvb2NnSzD3rVpJ54k/EdtczctZ0Trv26r4+LJvtqNhh1k9JAJLEkm9/k8EvjOPdpq3Etm/lub8+yq//95eYTg8XzF1EXAgimTSjm4upLC6lqbWF9fV7eKWhDqfbSanHzaIpM6jKz6Nm/Ji+Piyb7ajZYdafSRKFC2ZS9sZGLhkyg7PLJxFWY3Qn4+zp6aQ92oOpmSjJblY31VHmDWAW5rFw5mS+dOoSyhdMprIrgyuRoFNJULlwQV8fkc121Oww6++EoOi8U6j/45+RVZWA5SAnkE9NTjHOKgn8PtzZDNmhRXizFo68IHTFSaoxzL9vp3NQHumdm5l49719fSQ226dih1l/J0nkjRmFr6gIXW1FMSwsl4wiNORYmmxlBTmbOki7kuQmdaxaFX1kCa7OHoSRJbW1Deuk6RRVDuvrI7HZPhV7NHMgEIKi+VPB60QU5+JUTBwpFVk2CezrQHjA7AyTCTrJBmSyDc2khEHUMti3cwNzvnh9Xx+Bzfap2WE2EEgSRdOn4s3PxafpiNIgYnwFsqVjDA6RCbpxOEyUAi9KOo6SSpHwaHRl4nhmzCYnFELYczJs/ZwdZgOAhYUkBHmnzsWT6yNoGOSEUzgdTgQWHktgGQb6zgY0t0DRVNo2b6exu40L7/0tABL24/Bs/ZvdZzYAyMggQcmkaXhz80lv24ajqY5kNkMwkiKlZDGR0IWGOWoEUm0X4y/6LNPPu5CAz9vXzbfZjgk7zAYQAeQOryJ3eBUAFiBMEywdy5KQJAdOt/OfvkfYV2W2AcEOswHknyNJBnA4wOHgo56MYAeZbaCw+8xsNtuAcEiY2XvCH3v/vM23zWbrHYfcZjocDgzDsEPtGHM6nfZ5tdl6wcHHSwohDg2zTZs2sXr1ahKJhH1FcQxIkoSu66xfv55QKEQ2m+3rJtlsA4YkSbjdbt58800SicShYVZdXc38+fNJJOydR48FSZLQNI1wOMz8+fPJZDJ93SSbbcA4GGYrV64kFAodGmY5OTl4PB6Ki4v7qn0DjmmahEIhAoEAgUCgr5tjsw0ouq4TCoUAewCg1xmGgWVZfd0Mm23AOvj+sqdm2D6SAMRxCGIh3qtzPD9M33swjm3g6DeTZi3LIpVKIcvyv/wSCiHIzc3to5YNLIJ/TL61NIVEawf5w3tveyABSJZJZNde8sfX9OoU3vePTUCmswtcLvyFBb1Y8V8bIBD24Fov6TdXZvv27SMUCjFo0CBKSkoO+XPwnnmgEhwI8+NxuypxoJ9PKDrt//cEvvKKXqtlmiboOtl3NpPqDvf+WgQhMA0DqzNM27MvHt8gAyzLJBuJHLd6ArDMvpkSZFkCU9ePa81+c2XmcBxYkJNIJJg3bx5Op/P9F6m7u7svm9YrPvjrJxkm0a07yBk/Gtnt6bWaiqIgdINVK1dyhiYRbm9nsNd9zOvohoGuqLzw6t9YoFiYO2oJXHXZMa9zkECQTqVpbWqkad3bLBYyWsDfa/U+yAIkIcAw6Hl1NYFZM3u13gevrIWm07VhG2VzpvZqzQ/WBpBMi9TefThLCvEXHL8PjH4TZgcvzWVZZt26dX3cmuNAiANXLoaB2LibWHsTBVMn9lo50zC4/pvXUtQQ5r9eXkH8u7ciO459cFqWxaNPP86r9zzI4++s44UzL2DEyBF4kr03baUzGub8eSeR6/SS09TMvK98FefY3juXB+mahmWaNDc0Ud3cRXjbToqWLu7VmpIQKKqGW0D8qedh1uRerfdBlmliahpyczftL7/G6BuO75O++k2YfVAkEsHtPnDFIITA7Xbj8fTeFcvxZpgGrXvrePWNNwlu2cFZZWXIc+f2Sq0DfVYWqU07GbyrlUumTuPM4nKawu0I2Y+h6TjdrmNXsDUMf13HDTPncvOUOQSKfCTrGjC276Bg/OhjV+c9QtNo/t3TfGPCDE6tHktKy1C3dxsEe7drwtR1/vuuO1HqOrjj4V8R/fHPsYS7V/t1Upk0emc31y9fzgNTZ9Hd2MiQ807vxYoHWMKivbGR7dt38u5Tf+b7M2ah+4//1lL9Lswsy6K0tPT9/iPLsrj++uu5//77+7hlx4awBH955QXuPedSxOBSznO6SZ2xDCmR6pV6lmmgb9xOcNMufnDx5yHHz6DmRhp37kJ3Z4nt3U3BmHHIssS/7stxeA7e+mQam3CteI0vzpgGuUVo2QhNr67CNXYU4fVrqDzvTFzeT/8mOFgvm0rhfnQFMzweZiw+C91rYax9E1EzkY49O8lGevDmFSB9imP70NqWRfvGrTz/i19z07LPcM+CpbS0NqLjOeQ28FgyNI3v3nwj7tWbeHb7u9yOFzwetEgEX06wFyoeIICm5kbOnDaT6UOHY9bvJ1FQilzWe32tH6XfhRnAokWL3l+PpSgKNTU1fd2kY0IAdEao3FDP727+HsWWk7RfpnXt6/hGjDz29XSd9Zs28vuLvsCDnzkbc8m5pF9+FkP2Epw+lfimt3ju6suZ86N7qVmw4L03/VGwLNKqykVT5vP4176ANWIcmXAj7u27yT1pLvu3b6K1bhvrr7iU63/3JyS361OP+OnpDF9cdibXVo1lTmUFyqTpuP78BJ6JUwj3dJJV49y7dAFfePAPlE+ahOz4qE2SjoxpGIjttZTtbuCVW38CDgm1poZd616HwkKUeBxvbu4xG9EUAiTTxNpUy2WeYkZecB7LzziPLrUNEVeJbN9NaGjlMan1L7UBkgqOl9fzhyuuZlyomJilsX/LG5ia/l7jjt/Ibb8ZzTxIlmVeeeUVXnzxRV566SVWrVrFNddc09fN+lQOdpzGW1ow/vgk09wSw6prcAwvIrVxM/kLT6H77TVkO9tAHJsRzUwqhfLcy4yJpvnhE0+yyh9i7ct/JlhQhF5QQHjzuzTs2sF/d8TY94M72PXaa1iGcWiDD0M6lULbtgPx4O948p21xEdP47bHHsGvZDHHTySyr45UZxsvtcVo3VbLm9/6Nnt27jgwD+zISgGgaRpKPIHy03v57QO/YcFXruP2rdvpeONVnFNnkYwnSXc2smtnPSvjGo3fv4NVLzyHMIxP9RQEAVi6wd9ee5XHvnsTjm3vYg0qJ9XeQHT3NopPXUJKSfPSZ86gp3H/p6j0TyyL6MrVSG+tZ25xIcWjxmDmWJjtSayyQsJrV6IryrGrxz9ek0Q6jXH/bxiUTTF11Hik4aVoDXWEJswk09FKz+a3sUzzmNb+OP0uzADi8fghf+/vkx+FJTCzWT5/2eXs7WlHsXQiIgMr15B30jza9+wiEu3gxlmTiG/dfmBg4FNQdJUlo8ZhujwUNjRT2tjCjn27qW8LkwnmgykorhzK3FPO5r5FpzKkpIJxS5aw+6E/IgzzwA62h1HHMAwWTZzAykeeIFhYSGDVeqx4N3mym4zlJRvPkJ+Xz4Qpc7n50kv5YvUonlu7jitmzkLsqn9vNu3hH5dlWfzXnXdw+dSZBGbNJufNDVh1tQQtC9mRTzSdxed0MHz4WC74/OXcO3kqmcICFp9zAeHHnj3qQBNCoGYyqC+volSxGPW1a9nucNPYuBdvPIY8soa29atpa6nnZ7X1rPny14k3NX7qN7pQddrbWjnny19C6mpBHT2G8IY1uNq6Cc6YTNe+vWx47QV+8bnPYKoq1jF8n+jpNDfe8C2e2foueriDVEUh5nMr8I8bRyIZIW2l+Ol5y6j9y/MYxvGZouG4/fbbbz/4l1deeYXTTjvtuBQ+UrFYjPvuuw8hBBdffDGGYRCJRIjFYnR0dJyw60lN02TXrl1MmDDhQ7+ezWTIdnSh33k/V975U3J9hVz24H0sDQVxj5lIT2c7mUQ3W2qbaPf4yN+wk7pcD9XVI0GWkY60E0YIunbvocp00dneSpUniGqkmScHGBMqRJFknLlBfLkhsj1tiGgKc1AJlfFOBsdTJLI6JVMnIh1G74+RUTm5bAR1e7czonQQVjpCqL6RhUOGYwRzkPJzEV4vSncX6T176BlRTZWeYVgogLG5FsaOIlRyBK+rZRHqynDSiFHsbdjLUJeHTFMdp+YU4c7PxxnKw8rxI1SN8M7NZAorQI0xRc9QrMOepiaGzj7yqRPtXe1c/8UruXjSNCo0jYpAiG/89leUGDBs3CSURAZfjodcfzEThlRQiZ85X7uKZZOmUzxqBKYsH/FVRTKewHp3I963NnH1z+/irR37+NWfHuLcqTNJhIqItO0jFQ3zdFOEsaZM88YNaMOHUVZSgkDivf+OmKqqRDu6cP7md5x/1VWMnTaPbz7yMJXhTsqmzyMST5CKttO0o4FVAR/TdzTwWqyTyVOnIzkcx/zO07Is1q5dy8knn9x/rswMw8DtduN2u5k6dSqVlZVUVVVRVVXF2LFj+7p5R8WyLL5y7jJuufhSchYtgD+/iBTpZEb5IGR3AclwlByXi6rK0Vx62eXcMGgIMRmuPPd84o+tQBjGEf9GWkiUunI554oreeKFP5NyCbKtzVg5Xh6PdfN8ex3vbnuLL/zoZlKRbhKDhnHX049w/qz5tOXnc/ZVlyM0g08qLAQYnd3UjKyhPhFmx/r1yPlFOEZX8WSkmy+seIz9O97lgv/8Fo+teoWSeQu447FHcZSXsHTB6Vz4lyd4/Sc/PaJjyybTTCgdTMm4UTz58P9BYQGOysF0hkJc+vyTvLRpDb969Dd89oc3Ujh2AlsiMZ7b9XfOOe08Hm9v4aZvfePITiYHXsMdf1vN2NZONu/dBXVNmD2tPHH6+SwqGkSqM4zL5yR/0AgKikIMTSp4xlbxufIiog89TNPjKz5yS/OPoioKeXkhmrbV4nc5Ec+9QoHPwaSySqJpHSuZpCAnnzETZ3PXhecxu3IwK156if88+2ys3Q0c+c37AYZh8LPvfZeLp8zAPWsWvPQa1p7dTCwtJRQsJxaO4rdMhpQNZfHnPsfPK0cgDa3kq9/8No13PYCp64he7ELrNwMAoVCIu+++m2Aw+C+3WZHjOKv6WJKBu6+7ha0b/s62zZsZGwygb3mHG6vG0uN24cnLJWuZmM2NRLZvIlIzkZL6Hfxo3gz2vfw8qa4WFv6/I3sDSgi0RAzHnv3c9qVr8fryCSwcR3rffv76u/9lRDCfxV/5Ctn17yCmzmGoU+LsuYspmTCTzS88w7fHjSO8bydFYz5+npYkgacgH97ezG3nXYbQLKSiXEQwhG5sYKLTw6AJs/l2XgWJZAwpGOAXV34VQzVREmHuPPN0Kswjm3vmz83BCHdSpuncv/xniNxcvKEQ9V2bGet0MahgMNOvPJ1MwdO4hwxjmc/PhPw8vEXFjNuzk9nTp5JOxQgE8w67ppAklsxYwOIVS5lVWcA7jz9DdP1aioLFvOsS5ITcRBt3s+6FF7h4znzSo8bz8/+9jx+ffQ7tvhALL/0M9WfEkPIPf6qInkgRefwFHn3paUbOWUQ23cmohnZGDa0i4Q/gCHpRMhnU2h3EI2G6BpXzhYk1tCdi/O3GG5lTVaSXAAAgAElEQVT2wN0UDRlyROcWwCHLXLX4fL44bh6PP/Uon580g/SuDXw1r4JYwIdclE9WAqO7i8jba0lXDCUTbed/Jo0l0VDL8zffwrl3/eyI6x6ufhNmJSUlXHfddX3djGMq3RWmNK+IYGUZb/72YSZ+41sIr4+N+5q48Zk/ccvsWTz6ynMo0QR33/yfPPXyK+Qo3Vxy0lK+9/pKjD/94cjCTAgsXScR68FhWZTnFmDkepG6Izh9Hp648QfEk0lw+Xn5xh8T7moGFc6cOouuze8wcXg13T4HwZFjPr6MJTA0lV2rXmWEquJO62hBJ64IGNkMF89ZiJg0jYRlcXZ1NYaikozEyfflkOneR0pTGWdJyOdffNgjYqaq0dXQgNJSxxBPMbqkIKdkJEVnRFk5d3z2cmKmice0+Ok5FxLu7MDtcDIsJ0CsdjcTyiroHjaEQOBgqBze/buwLJSGBjyxCA/d8mOEIlFy9oV0b9zGV3/w/7hi/AwuuugzXBt+jMvnLiKExbzJMygZM52tq17iK2PG0Vm7lbLZJx3GCwiWEDi6YvgGDaEl0k1L3T5Kx41B+EP88o03WP3m63x/4hi+8uAvuX7OQhZffCm3/Ow2fnL+hVR686i56w5WTaqhaPkPD6veBynpDBXeXOKVDt7+8Uo+P38J7qEj6OyK8NUXnuXM0SNRG3bzyOr1/Hn5j9nT3MVLW97ktjMu4ZGdO3jmby9x7s/uALl3YqffhNlA5CspwFy3gZnefGZefQPC58Pp8WI1NbLIF6RiUDXXXft9Vm16BzmUx9ULF9DVFcYSJucPH4orHT2sOgfflqmWVlY/9FtefOzX3HTDTygdMgxXZxdSNg0ZDV0WeF1eFCVDVImiZVT0nnYwTaTcQpxqmo4h1Yh4Fj1o4fR4/vXtLiC5t4EXl9/Om9tWMnrkLL703eW4ehJI2ThewwTTQHH5IZMkEo+hpdKIRAzhlBFeHz4cvJ5toqAzQtme/RRUDUF2uT40WgSAafLG8jt59fUnyCqCG394P0FvHo5EFFkkkFQZ3SUjKUnS0R5iqSwiHsO0NCSPF2dOiIie4c14mjEbd5IzZjh+/ycvdxJCgKGjCwWn6WD8mAkYfjdSd5yc8iLqfvFbopk0ntwC9t77WyLdzSBkvnrG+XRseptxpYOpsBRcww9/2o0sSTgK8nBsWsd/fuZKZCzIC4LDRZnHycmeIMOmL+KmbxbikwVel4O7L70arz9AfNcWnrjoQqRY12HX+yBfwI+eSZATj3PPrT9B+N14/GWo8RRzvD7G5Jcz4tRlJAufwlM+hDluL8N9l+LKDzFaMlk+ezrRzg7yywcfVf1PYodZHzFVlX1vrCWno5FiZx6GR+BQXFhZhQlDRzD54sEkAZ/Xx7gZ84l2duFxByjWW0iGE4xyuOheeuZhXblIHLha2vf0yzz9y3soGT+U2+67iSHjF7Ds3IspLRtKSUqhdc9erJ278Obl4fB4cMgWZkkpiWSKrq4O7v/7mzyzYzv/ldBweCSu/+1vPqSaQO8Ms2HTu5ihXHY0bOW00+Yy/+xzKB5czdkVQxAtXZAI4/HlEiwtwhUIovk9hCNRNjft4687tvPU7u0MXbOWa9eey+RZs1ny7es/+lzGM9Tv2UtrIkluro/LvnohJeVVjFt8NhPzcpkkPERbGggIF95BJbh9fjSPk0wmzZ62Ftbs2slv3llHRpKxDMh3OLj20d99/AsoBD1btvGXB+5mz7pV3H7LfUhIiJ4IUiaFyBoYmARcXpRknISuYBkSSk8r8WgMOa8QOR2nsaSSOTn56JqGy/3x62CFZWFks2x69lEme8uQVQMl1407oaBlFD4z62TMySnS6RTnjxqNlk6RiWUoDuUT27EFT26IQW2NFF3yLYQ4st07TE0j3NJKZMtaRhSPxZRUUF1IikJxXj7fufASUoaGI5vllsVnEu7oxuH1UOZ2EN+2jZrSQXRVlJFfdjDIjv30YTvMjjMBmOksf7v5+7z42iOUVYznWzcux5kVSHoWt6Zj6SYqMiKbJZVJo2ZUpGQCTW1B9vpwCom6aBc70zpjd+4jp2oQPp/vY+tKssTIzy7j2rYOVvXsJa1uYcPGdfx5xRM06PD9pcsw3V6ShoHVKji5ZgI9PT1sqNvNc9s30qCkyZUdzCwrw+m0mDS0+iMKSRQsmM63v34L21M97Hl7LX5PM1vfXMm2/X/kmaI8SoeMJGxqNDbWc0rNFNxItEYjrNu7nawkUVRewqXjxrFg+lxG5+cx/ZILP/q4AGdBkAuuvY4J62ayc8/fCXob2R/u5JFf/ieqJjFl/BRiEjR3dVHpz2ViaQUNiThbd26hydLx+L3MrRrG3PFTmVUxiOpF8z/xNRSmydpbf8aaLc9ROGQwNz10BzPnnsucOQsIOgW5kRTdzY2IhgZcQf+BDxzLwJmXR9rtp6ujjb801HH/6tfpNmRyCkJcefedyM6PGA4Qgu5N23juh7fy7o41LD3rKs48/xLcsTToaXyaC1NV0C0XIp0kqhto2SzEoxgInGWlGIkUb2azTG1sJ1Cyn+LhQz9xsrAAhGHyxh13s/KlR0hkstzywwcJecuQsyqyGcehO9CEgVBNsmqEZEaFVBItG0dyeXGWlhFOJliXylCzeRfB4eXk5B1+v+ThssOsDxg9MfZs2UzY1JHirXzhmkuYMOMUyqpHMb24jEGaINPegksXBCrK8LgEZn4eWtbNzuZG1u/ZxeOb36FR1bHicYYNG85FP779E+v6y8sonzKBS3blkAiNIJyO0GNm6AnH2NBej5JV2NzZQgAn79TupNTtwFNSxNfOOJPhk8YwLK+I0kSWyO7dDP/iJR9ZRwL85y5g+H/9kRHV0zFHTiGZSYEB28MtGAi6NJXc6jF0xxN4PA5GzpnKTYHPkIOMd94EXBv2kG1txhg1jEBF+SccmUTOwpnkrnubRUVjOKlsDOl0nMwsnYiu0JmKAi6aijsRpgPZBadNnselixcxzBvEOWEYgc44dHbTumcXVefc+YnnUnI4mPvd6wk8WsFbndvZsX0zD/3+Ln728+/ToMGdF32BuKWhKBrCgnljxtPV3cXGulpWNuxhS2c7TlmmMpRDRokzwVX00UHGgVvabFMnW2q3I4VyeHnNczy7/lUmTl9AQekQzhg0FLW7ByI9uLwB/AX5SKZALS2lJxJh+759vFy7k6d3bmXS1p1cMG8+Z33ta4w/7dRPPFayOu31DdR1NlNaXsE3br6KYWNnUVkzmerCImZ7c+lpacKd0vBWlOB2ezFzJSyvh9r2VjbvreV3m99iTzKNplmUeHxc/0lXvkfBDrPjTAK8Q8u57CvfYlprHX9/+3WE2cQ7b71Cx3O/50HLR+XQ4SSEoKO7m5rSwVSUlNDa0cH2vdtptgT5fg/FhcVcO6yKOYMrqTrj8BcTF5+3hO11/41TV8nNy6Mw4WJUaYhFFVUIHDh9MnJeLlbAhyOVxXQKZMVAzaTIml209LTjHlNNaOjwj6xhIQgOGULbnDFk1m0i4xT4syqZoIvJwRKEx4U7x42UVcicVIq/IYzldeDQQFUjpJ96nsSoUjQlzqKvf/LqDsGB3SLyz15M45+eRk5rOHQDp9tBKR4qQxXouV5mxXIwRw/FkcjgkZ2oqQRGJol4bS2dQwpINNcx9tZbDus1RJIomz+LzLrNTCyoIDJ0Fj3pCE2JMG2xOO/u3U4ik6AxkUTJqrywfSM+t5OSwnyW1ozm21++guElpQyLqcRaGim+7KJ/HMuH1ZRlKpYt4ObaW9hgdPLWyyvoTqV56S+P0NQe44+lFfhC+UQMnURXD7PGT0EWgr0N+9nW1oAiyRSEcphTVcX5M2Yzc+gwRs+Z+Yk3exJAwM3pV13JmNETWLdjDbq+j/21m1n1+nPEUiZjRo4lKaArHqPU46dm+Ai6wmG21e2kLpshx+WiOD+PK0bWcFLVSCrHHvsNBcAOsz4T+uxpFH93KxePWIBVYxGOh8noJk3JHiLZNJaQyQ5LE0spWC6oXjCfK844jSFOP+554yjY343V00VrKkbF/DmHVVMIgcvrJXfyeLRX3yStqiiGhjooH3lPG6nJgwjUtiKbKcwek5ysRcqt4/D7kLu70VwyHVqSc27+9cfWObhsu2LJQpre2YbTK6MpaSyvm1gigxZwgMcg0J0ksStMyHRhxg3UqkKcHd3IToueNesZcfP3DnsipJAkiibW0Pl8HoYjgZoxQDNQfDKZZJZ0WQh/WwqtaT/OaAK/Pwelwo/oiOIwFVJbOsmOqWbQxCPZMkdQeNFp1P/f47gMk8JAiHJnAEepE2nYeOSAH8nMIpUW4fD6cGkGujCxFBVDT5MOd9MU6cIxZBDjJ099/9x9FKfLg3vJNCb98RUmz7kQTWjE1TTZpEJtvA1VM+mwsuSPGk88qyFJOqMvPJdb3T4KPH7yFk7B8/Yu4i0NiAmjcOXkHNaMM0mWyTtpJl3rN3JBxUzOqpxJMhMjks2QMDTaYz1YSLSmwlimjHA5GDFtCmfPn01VMI+cySPIiynInT001e5gxM+XH8E5Pnx2mPUBATidLgLL5tL9yjp01cCjaHgDbsZRiLtwELrHiSeTRqkqxR9OI+X6sGJZVDON9cJrNA0tJrZzI7Mf+LBO+A93sMN38Knz2L12PRQV4GgycLRGwA3O+k6cmKiJOLosMJwysiVQw1kMtyDd3ETJRZfg/oSOW+m9rwdDIbyjhiA6Osj6vTgMAQ6BIxLFKWR0l4WpGSQH52G1dmHsqkcqz0dp7aBHhvPnnXpY3cTvf11A2RkLaH/6eaSAB0mzcFoGlqTh2VwPfpA0BW1ECanGDlwNUQgFyCR1urubOee+Xx32uTxQTiK3ehi+wYMx0/vIGgpZdDIeCVd3jEx1Lp4tHTgcKhgG3qSBlucApwO5uwfdKdGqJjjrp3cfXj1JomjqJLb+fRPy1noUn4wnpUCul9nSYCyPg0COD9O0UIcW493biijMRcoYaMkwsWf+SnJQCAOVRZd98dBz97HHeaDLr/i8xdQ/8hSOVBrJ0Ai53eQ5nVQVDcUK+XDGojBqGA5Fwy3JKPEopqljrX2btsIgydYmhl/9FZy9NFe/36wAGHAkifJTF+L0eHG4nWh+J6pDIuaGLi1Ba5FMTypOe+M+utqaiNQ30J6rEot1k9JTJLdsw5g4mryj2GrF4/OTP2Uc3kQa2e3APGUcltBxopMqyQVLw6jMI2sqpGMxsl6DmK7QqKWZeemXjuAQJSrOWIKV48RvgVlTisj34XLIZE+pQdV1JElDjSdRMkmEQxDp6qQh2s7ES6844uMSEhROmYBrWCkBhxOp2I85tgI5o6DPriKb68dhaViKhlDSpJUU0USESDqGNHkGxRVHdi6l95YElS6aheGVERX5OCyBsyeJwyvh2deGhIEWjaJrKlGnSiaVQAnHiHsg3NVBaMxk/L7DewShxIFgKV90EpJDArcD3SWRCTiIahm6Stw0WCm6I91079lJQk3QUV9Puz9DNNpDJhOn++13qLzm60d8bpEk8kdW48svRPJ60DxOVGEQ8UrEjCxt5R66U1E6WvbTuX8P3Y0N9Hh1okqEpBIjU7+fSMBD1cJFR177MNlh1gcOfho6gLy5k3D53FhBLy5d4LIEGAr+HU0IHzgyCsnyABGRIru3gYzXSY+eYV9jLUu+e8cR1xYAkkTxGYuRK/LJ9bnx1jYTDAaQgz5ktxNhmUi1rSBMMmqWnvom9u3cxojPfgnvEWzUaCHwDq4gf0wNweIA/tomclUD2SHwbdyHwzQxUxmUeISsX6KlsYG2jk5yp8xl1mcvP+RcHd6xHViYXnLqyTjzfOQaBqHdbTi8Tly1LfgTCpqqoTY0kynyEAv30NbQRBcyF//k3iM6j++TJPJHjiBncDnedBYpFEAsrME0sgi/TKY0F0wVc0gI06GTTcSJu1SimsLu9n0s/M73D78UBz4gikdUIRWHcAUDWAEPnpSO7JFwNnXhiyTRZQ1N1YjlO1FEhvTuBpKFXroSUdSyQVRPOLJttN/fhluWKF0yB9kpI+X6cQgZl2YiHCreTfXgkUDJohQH6SKJ2tpGVtfpkU2a2vYz/cobjqjukbJvM/uSJFG6YB7J+jr8zSlSwwowDAV5aw/KvNFIu1twWAqqU8JKJ7EAzS+IpeIUnn42Ht+Rb/Z38NPdl5fHkHPOJ71lI1bdXjJKBpeiQmMbWdNA1xWSVWVYpiBnzDiWLl3GlPkLj+jw5PdaNvj0ZSgzZhNqayNevwdXOA5qhngiicfQUH1uHEOGUFNYQfmYMRSVfdLo5UfVk0GC/OHV+L/2dZTmFjLN+0m3tGNpWdKxOE5Dx61phMaPxH96DsUjR1NZ8/ErGj6OhUCWIO+0BWgrnsUfTSHVd2N5vaTcTtyWhGWZGLtbMLwSiqkR3ddOR6ybmdd9D6/zKN6CkkTZsiW0rnwRj0MiOXkYjnd34VINktOG41i1FanIi5JVQFMxXDKZaISubIRTr7oNOMpZXpJE4YRxRNa+iRzuQS3wY1YX4Hx1I/qEIRjtYXzZNMKbi6ypJLNZDJdBJquQKCtn+OTe3cLbDrM+ZGHh9PvImTqBTFsrueE4pm6Q8rlxd0SRdQNF1zH2t2LkuVGae2jeuYFsWRk333pgEfbRTDs8+D3BwYPJGTwYAeiqgtB0hK5hCoEQMg6XE3co958WQh/dZEdfQSG+gkLyxn/47iH/6ugnVQr+f3tnHl5XVe/9z95nnjLPnZM2nUsLbelMB6DMUEUUvTgweL3idXhFfEV9LUNFgStcZxxRURBEQFRQEBEQ2tIxbZO2maeTnJxzcuZhnz2s94+kCF6vTdImaeL+PM9pnz5Pk+/67nX2d6+919q/BQ6nC8ecOeTPGeLq+hHKyYPlJ4rm1GJ9z7Wk6g5CWxOJVAxHOoPSH0XRVXK5FKmZUxCKzpQVq9lyxVXMmrdo+IKAIUkUnr2I4JG9OOJJtLoW7FYbSUPF1RFGlUAPxdHcNgyboL+ri47ueqoufhcLVq6CkVlFYCBJEsVb1xN89Nc4JQ3bUT+Ky4kaTuBQdHI5Da25m1yBhXR/it6OegKpKDc/s3tEXoeDGWbjyImRxJTV60jNqiZ5tJ5EaxPC78XQVBLOHMIKspHDuqCGwplWFq24lcVbTk9dd+ktf9sdTnAMpWT18E+DkUXSyFeHj+gnT3ExugDypk4jb+rAC9wndmUSuja4t7GEbLH8g2q9w09RefDP2dd9iMTxBmxNx0k2NeFKpHCkUkSL8rGjonodUFjCrLXnc/76dUw7SXGAk+vKg8G9ANfHq4gfOYzcdgy5rRebqpBUDSS7BNk00rw55JXVUnvOx1i89VJsNvtoLPp/G2aYnQEIBJ6KKjwVVZRvHN3de0xGh78/R2UASUKynuwZ48jPbhkoqJ1PQe3Ib5NHiiu/ANeadbDmn78tcYKxqKBtTgCcAUijebkymbRMpG/NWGwFYIaZiYnJpMAMMxMTk0mBGWYmJiaTAjPMTExMJgVmmJmYmEwK3hZmE33/yTMRIYR5XE1MxoC3rTNzOByoqmqefKcRSZJwu93kcrnxboqJyaRD13UcDsdAGXAxmFxCCKZNm8ZVV11FKpUaVn1wk3+MJEkIIejo6KC6uhpN08a7SSYmkwqLxcKePXt45pln/jYykySJG264gdtvv3082zYp+e1vf8tll1023s0wMZmU3HvvvUydOvXtz8ySyeR4tWfSoigK8Xh8vJthYjIpUVWVVCoF/N0EgHlraWJiMlExl2aYmJhMCiZU1YxgMIj1HxSzE0LgcDjweIZWftjExGTyMWFGZkIIVq1aRVFR0f/4FBcXc/fdd493E01MTMaRCTUyswzuvrxgwQKuvvpq0uk0ANlslsWLh1rB1MTEZDIyocJMlgcGkhs2bDCXkDBY8I4xqHo3zvyr+DQ5NSbMbeZbCQaDxGIxWltbaW1tpaGhYbybNGa87d0MYRDv6hpTzVw6TSYaGVNNYejEuv1jqqkkU2RisVHX/Efa2VicbDIx5rq5dIZMZPT7drSYkGH2xBNPUFBQQHV1NdXV1SxcuHC8mzSmCCFA1wn88mnkvKJR15MGNUVWpffJ32MvKBx1TQY10TT6HnsKa97oa57waaQUep9+Dkd+/qhr/g/tWJre3/8Jh9c3trqZHL1P/w574dj07WgwoW4zT7Bu3TpuvfVW4vE4kiQRmcBXk+Gg6zoYBvUHD7G4J0Swvp6Ka7eNqqamaQjD4NiefSw83kbGKv3dbk2nH13XEYZBQ10di7tCBI83UnHtO0dVU9M0DMPg+O49LDzehuJ2jNmVXtM0NN2g6fVdzG9sQyspHJOS2Cf69vgbe1nQ3Ela0ke9b0eTCRlm8+bN4/LLLx/vZowpwjD42gP3oh5o5o6Hf0DiC7djKKOrqWsat950E4mOAK//+QUO3X478szZo6pp6Dr33vNltCNt3P3zHxH74p2gj26sqKrKZ//9w/Q3d7H/r69w4PY7kGeNrs83tRWFz370P2jfd4RAcyOvfOazyMWjPzpSczluuelGlN4Irzz/HIdvvwvLjJmjrjuaTMgwU5RRPovPIAQDW5alW7t49d5vcvu7r6Nm6za6IgFERkIzdCyy5bReyQWAYbD/qd8R2rmPT265iHfmF9PY2IBuH8p2dCPTlIQg1dzBK1//Pl++5jpqt76TzpAfQ3egCx1ZGgWfus6ex54kvOsAn9h8IcGSSpqOHUazO06j0j/WFprOX37wEIk9dXxuw2ai1fNoampAG8X1kic8H/n9C/TvOsCnL7iYK90+mo4fQXOMrufRZkKF2b9kaSIh0Ns6sb+0i6e3fxUhGSyYNZNjL70IhYWkurrJmzbttM70CV2H1/exPKPy049+GuGxEy8soKP5OLm2VgxNQx7JTtz/DEOgt3TgfHUPv/vSl0GCebOmc+wvL0JRMSl/L76qqtPv89U9rBYWVn/kUwiPnVi+j862ZnKtLRi6hmwZnVPEUDWkP7/O+fklnH/jxxFeOxFHPT3hAJnG4whdQxoFbaHrsPMAZ8Uz/Oyjt4DXSnVRIe3HGlDb2kZNdyyYUBMAkUgEm81GIjE2Mz3jyWBdJg63NHPbZVdha9yPKCshHe4hVn+EkvMvIEuO5298N11HT89sriEGbvO+/7Of8ugdtyN2vkxufi2pI/tQ0km855xNMtzFb669guRpenleAEI3OHC8gS9e9Q5sx/dhlJeTCnUSb6inZPMFpLU0f7rhGrqOHz8tmoYAQ9P4zo9/xK923DXocw6pQ3vJKVk8S5eRDHXym2uvIJU6vcUXDAG6qvL1736LZ//7a4g3XkWZN5v0vt2oNhnH3LkkQ+385r2Xk9P106urafzw5z/j51/6Iuz+C+qCOSTrD6Ck4nhXrCAR6uA3115JIjExCyNYtm/fvv3EP/74xz9y4YUXjmd7/lckSeLqq6/m5ptvZtu2bXi93vFu0pDQdZ2GhoZhL+rVVRXt5deR4ynmbL2IaDRNOBakJBxCmToT/8E3aGtq4I4jR5lzoIEp567AUVh4SsUCdDVH9uEnKJw5i9oNWzjc3oEtGqBISMQ9eXTuf43DjS3cvm8/Wzp6KDp/M1ab7ZRGS7qqor/0GnIqS+3WS+iPJIhE+yjtj6BMmUF33S5aGhu488hR5tc1ULnmXBz5BafkU8spZH/xBMWzapi7fgsH29twRAIUSBbibi+d+//K4eMtbN+3j63+MIVbNmKxWk95VCiEwMjlUH7xK4pq51O7bjP7GptxR/sosNqJ2h10HNxJ3fFmvvjGHrZF0vg2bsAiW055k0xdUVAeeZLCmdXMWb+Z+o4urLE+CnWJuPdE3zZzx/59bG7tpujCLVitp9a3Y4FhGLzyyits3LhxYo3MZs2aRU1NDRUVFePdlFFF13Uu3bSZbCxFRXMrCzMa3/vTH/nxH/6IPq0GLZOjeMpUzlq0iq9e+Q5q7D4K5s7l8E9/CUJgiL9bjzYEQuEgm1avx1NSxry+EBXhfj7/1GMca/OTKCxD0gVTZ85hzepNfGfLBfQEk3i9XrJHm0EIhDF8n5qqcsnGzWipLFWtbcxLZfnuC8/x0+dfQJ9ejZZVKKmaxrLFa/nKFduYKnsoqJlN4+NPj9hnoK+HTavX4y2pYH4oTGk4zG1PPEpzdx/JwhJkXTBtVi1r1mzhe1suoLUzRJ7HQ66pdcQ+YaCdrZ1tXLZ6HZ6SChb1RynsDfLxh39Ab3+SeH4xVkMwfVYt69ddwI83XcDeI82U+jzQ6T8l7WC4j83rNuApLmNub4CKUJgv/eZXHGnuJF1SgaQaTJk5m7WrN/HNLRfRF0zi9nhRGppOSXesmTAjs4nKSEZmHYfr0ffU40YwRZfRpRwXFVewIb+URFbD6nPhLSpDkjQsLZ3YFi/A3dnI7FAU2Z1P3vw5w7qQCyGoe+5PlHb24fXYKQ3G0N1Wrq+cQbHsQBVgz/PgKS5HxEPYNRlHvhNnNMCclgDWmmpclWXDOi5CCFoPHIT9R3FLUKVJaBaDS4rKWZtfSkLRsHo9eItLARVrWzeORfNwth+jJhTF4ikkb17N8HwaBgefe4HKrhA+j4OSQATdbeXGKbPIx46GhC3Pg7eoDBENYjesOPLsuOIhalsCyLNrcFWUDsvnW7UPPPMclYEIBfkeCnvCGF4bN0+vxWXIaEjYC7x4C8swwr04bS7sbhlnLMScxl4sC+fhLB3+mkJhGBz644uUdAZxuyyUhZIYLisfrJhOqdVJzhDY8714i0oRiRB21cBZ5MUZ6WVOWwBLdTWuquH17VgyYUdm/woIYGpRGZ/ccTc/ePbXJDxWYsfrQUly0GmlscDJ4bbD3Pfg/fTWHyQzZwH3PfYj/m3NeSRnzeDyd1wCueGV59aB1QuW8ZEdO/jI7bfCrCoSdW9g2AFYg7oAABPOSURBVO28bjXozbfyhzde4ocPfg0lnWK3Ac8e3MV1qzbwiqTw7lUr39L6oSIxs2QKH7/rbh585nEyXhfxY4cQSoaDTgvN+Q7qWg7wtQfvJ3j0MPFZtdz/+ENct24T0WlTuPLKrQMPgobpc+3C5dx05x184LaPQ8004gf3YDjs7LQY9OTZeG7Xi/z4ew+gZrP8VdV48fA+3nfuep7PJXjfpg0j8DmAgWDz2Wv40PYvse3WT0L1FBL7d2G4XOyUDQL5dp76y3M88sOvoxk6z0ZjHOk6zrUrNvBkIsD1V145bE0AXYJV85dx0/btfPKeu2BmJfG6vRh2G69bDfw+O8/vfpEfPPgASiLJPqz8du9rvP/c9byKwrtXrRix57HGDLMzDSFQevpg314+vu1a7LKXogsuIzO1hv948Ot883sPMmveWfysswtt+WrKZ01l8eyFVJ2zlo6D+7h0xixCR+uGJSkhyHR0wIGDPPCfXwCcFF10Fcd1g/fdewcvPPs8U+efxTfb2vCuWs/KsxZid/uYe+4Gejo7ucRpwxA6w3uwI8j19sL+/XziHe/FKrsouuBy0lUz+PB37uc7P/wRM+ct46GOLozlq5kyezoLaxYwdcU6Og7s5dIZs+g/dmiYPiHb3oF06DDf/sxdIBwUXXwVhzM5/u2+O3j5Dy9QOe8svt3RiW/NOlYvXYLsdFG7cgO93V1c4nZiYAzT5yC6INvegXykgR9/ZjtY3BRe8k5290e47r472fPiS5TULua7PQHyVq9j0/KzSas25p67lmCgl622kT27koQg09mB5dBh7vnIpwEnhRdfRaMh8b577uD5Z59jysJl/HdjI76153H24vl48ouYs/o8/O3tXOp1oQl1ZJ7HmDc3NAG45ZZbuO+++8azPZMORVF44okneO973zuk/y90g9zhY9iOtSIUDd1twapJqEYOh6oSicWRCorJly3093YilBx2j5fggdfJ2uz0dTSw/NEn8Q3jlSOh66gv70IOxpFyCobHgazoGEJFTmWIKAruwmIcmka4ux27bAO7jH/ny5CfT3tHIxc/96dhHReh6+TqjmJrbB/w6bVizYFm5LCrKpFoHLmwmDzZQrinHSmnYfN4Ce5/jYzNSbDrKCsefxrvMF77EbqO+tJO5GACSVcw3H/vM4e7sAhbTiXS04HdYkPYJHp3vYLw+ugIdnLR088Oy+eb2pqO+udXkcNpZF1BdzsHtXNIiQxRTcVTVIwlrRANdGCXHRhWnZ7dryF5PXQrcS54+LGR6b66CzkQQ1YVdM+Ari5yWJLZwb4twqEJwv4WbLINyW6hZ9fLCF8+7d1NXPz7F0bkeSxQVZUdO3awfft2c2R2JqEmk+x+5Bd89v0XEQmFkRxWCMUQfb3o7d3kekO4NZCSMWKhXlRNoET7CR/ZD548ZF0jNXcpXm8+hmEM6cYg6ffz9Ffv5Cu33YisacgIRF8Y0eNHbfdjRGN4dIEeDRPrDyJ0Qbyvk/76I1hKyhE5Feu6LQjDGPgMQVRJJNn18M/43AcuJRrtH/DZF0X09aC1d5MLhHAbApIxYsFeNA0ykX5CR/YjvPlYDJX0vKV43J4h+4x3dfPU3du594sfRkZDhn/gU0ePholHgghNEOvtJFJ/BLm4HN3QsJ573rB8nlheE21p5fE7Ps/9d34KWQbJGDzGfj9qWw8iHsetGWjhEPFYGKEKYr3tRI8exVpSjmYILMvW/E17iA/kkz1+nrlnB1/57A3Iuj6wW1gghOjxo7X3DHg2DPR4P7H+AEKHRMBPf8NhLMXl6JqKde2mYXkeT8wJgFFmyBMAQlD/nYe5/5YbKauZwYuH99Jjs1O5fC22GdOwOV0E+/pIdXQiZVLoqQyWXAbD7cDuKSCRTvFI0zG+9MtHKA3nqHvtryzdsvF/lwMwDJ7/91v5xaPfwF1SzCutDSR8xVSsWI1tSiWSkAh0+1G6/RjZLCTToKvIXi8Wp4e+WIxvHNjDjkd/Tq3qoK21iTnnLPvnNg2Dw9/8CQ987sOUzp7Bnw/tp9dmp3LFOuwzpmJzuAgG+kh1dCFl0uipNJZcFuFxYPcUEk+lePj4Ubb/8hHKIiqHd7/OWRvP+6c+habz3PWf5PEnHsRZWMQrbUdJ5ZVRvnwVtsoyEDJ93X6ygz6lVBoMBYvXh+xwE4jF+PreN7jv8UeZnXPQ0d7C7LOX/vP+fIv2r6++gWf/9Etkj4vXOpvIFU+h9OwV2CrL0DWDoN+P2tWDoWYhkUYSOWRfHpLdSU8sxn/tfo1v/PYpZqWhp7uL6qUnn0wyNI0XPnYbD//sAbwVJbzcepS4p5DKVeuwVpXDYN/munowsllEMoNkKMheL7LDQyAe51v79/CVR3/BXM1BS3MjtcvPPqnuWPPWCYCJudR3MiJJzNy2lZsab+WZll1EAl38+vEfcvd9O+jR4IF3vQ88LkLJFKJbcOHi5YTDfew6doTH6/ZSF+zFKklU2Owc6zzCemvtECQlVn3iJpKo7Olv5Nixo+yuO8BNt32aIreD7e/6IFGRI9Afo7yolOXTawj0dPPn+v38ZO8uQmqOPEkiz+mhx9/EimklQ9CUqXnnRdzQ9hl+17SbUG8Xjz/2fe766l0EDfjau69DOO2EkmkkQ+L8xWcT7utj57HDPH5oL4dCAWyyRJXDQVNnPWsd806qKVtkVv+fj5B2yuwNH6flSAO7D+zl+v/7CUo9TrZf80HCukKgP0pVcQXnTJtFj7+TF48c4Cf7d9GvquRJEiVOFz09TaycPrQZTRkQFgubP/8p9B8VcbD/GEcOHOS1PTvZ395Plc/D/7vmgwSVFIH+KNMrprK4YhoBfyd/OLyfh/buJCkMCiSJKR4PwZ42auZMH5q2xcK5H7uehK7wRvgYrUePsrtuHx/+wi0UeRzc8a4P0q8r9EXjlBWUsXJGzYDnowd5eO/r9OVUfJJEoctNV3cjK6eMfnWWU8V8ZjbKDO+ZmaD7J08i94To83fhj/bRq6UIhCLs6Wohm8nQGAnhETK6x4fLZsNV4GNZSTmzlyygurKK6pwFtauDko98iPKl/3yUBINLJO74Nk6LRFdXJ/50iFA2SWNvgOaeblJals5YBE0R2Avzcdqd1JQVUltYwbQ1S6nW7cxyeom1tzL/3i/jGMJiZiEE3Q/9CksgQl93F92xAAEtRW8wwt7OFrJKhuORMB5DwvDm4bLb8BX4WFxSzpyzFlJdVkW1KpPrbqf05psoW7Tk5JqGoPWub+EEuvxd+NNhgukEjYEALT1dpLQcHfEomqLjKCzA4XAwu7SIuUVVTF27lBrVykyHl3hXG/Pu+woOl2sI/TmAYei03fVdHIZBZ08XvdkIgWSUY4Fe2nt7SWkK/niMTE7HlZ+P1elifmkB80qnMmX9MmYnBNPcPmL+ThY9cB9Wy9BqWwjdoHXHd3BIEv7uTrpTQULZFE19AZp7ukgoWTriMQzVwJ5fgNPhoKa0kNriSqauWsJs4WSm3U28s43ae3bgGqOyRMPhrc/MzJHZGYVE6bbzafiv7yPrgulVU6mJpTC8lbyrdilCgG4XWPLykNxObIqG4bFhS6nkLAoZTSca6kTLc7JwCEE2oAiF2zbR/shTuB0O5rqrmJ9W2FA8E/s5DlRFQ3bJZO023AV5WBwO7IpKNhVHE4Ksz0Jg/x48W7cOKchgYERY+o4LqL/3e9gEzKyaypx4GsNTxTXzloEuoTmMAZ8eF/ZsDt1tx5pWUWWFrJ4jEuxBL/CxcAhBNqAJBZdvpOPRp3E7ncx1VTLfXcJ5pbOwL3egKRqSUyLrtOHJz0N2DuhmkjF0AzI+K4H9b+C97IphBRmALMnkXbiKriefw+N2M9dlZ4GrmE3ls7Ett2PoAsmqk3I78Xjc2PLzcMTTJJNRUC0kCi307tpJ8QfeP+QgA5BkieJtm2l5+AlcDgdz3VNY8GbfbkDNqAN963Lgzs/DYrViU3WUdAIdnbTHQqDuAO6NG8/IIPt7zDA7gzAQ2H0+PEvmo768m1Q8QUZVUKYXYznqJ7WoCldLD3aLhpLS8SU00tYsks+HHAigOm30pvo5/9sPDVlTSFCweAHdL/4VWrtIp9LoDhnNY0NqC5BaPgNfXRu5Kh/pjjC2rEa23IUlmYZUgozTgV+K857r3j90n0Jg9+XjWTwX/fX9pOJJRE5BnV6M3OAnuXgKnhY/VqtKLmmQn1RJ2nLIHg9SqA/FbqMvE+HCr9wzDJ8ShUsX4n/xr0jtPaRzGXS7jOa2I3UESJ8z4DNb6SPbGcGSyZGp8GJNJJBSSdIOO732LNe85z1D1nyrdtHKZfT8ZRd0B8goGTS3Fc1mgZ4+Mkun49vfQnZ6IbmuEHKzgjKlAGs0Cr1JUnY7/eVOVl9y2fB0gbyFc7FXliNau0in0+h2Cc3jRGrrJbViJr6DbahVXtLtYWyKSqbUiTWVQU4lSDvs+KUY777++mF7Hg/M2cwzCBkJJImpF65HtQpEdTkWhwPawwibQOoKYdFzpKP9KKF+oqTRZIN0X4ikVdDv78K96BzyvEOvkCohISGo3LIGw21Fm1mCTTEw+mIYsoatI4gsCzKdPWS1DGm7TiYeIR1PEjM0eo4eYsF1/zE8n5KEJEtM23oeuUGfVrsd0R5C2EHuCiLrKpn+CEq4n6iURZV00n1h4hadiL8L71nn4nUNvVSONPip2LIGzWtFm16MPTvo06JjbQ+CxSDb2UNay5C26WSjYdLxFBFDpef4YRZd9+/D8vk2bUmi/LwV6D476rRi7CkNIxQHWcfeHgSbINvRRZYsaZsgHQ6STKaICB3/sUMsvObG4etKEpIkUXnBOnSnBW166YDnQHSgb9uDyBaDTFeAjJokbddRElHS8RRhodLbeJT5771pRJ7HAzPMzkCcXi/5S+biiqTAaYF1tQhUrLkMqWIPaDnUmiJSskI6EiXrFvTLOm3RXlbd9LHhC0oSRYsW4CorxhlNoRe7EGdNx7BoWC0GyTwbFqGRrS0lmYuT7Y+SLLIS1hX6bDJLLrxkROvDnXl55C2cgyuSRDitsG4uhshhVTOki92gK6g1xSREhnQ0SsYjiEoG7ckQq2786Mh8nrUIT3EhzlgatcSFWDINIatYrQZpjxULKtk5JSTVBNn+CMkiKxEjR9BmYcGmrSNeBy9JEsXLl+L2eXAm0qhlHsT8SoSkItkg5bZikQTpmhJSuThKOEKyxE5Ey9LvsFG7bsPItCWJwvlz8VSW4Iwl0IpdsGywbyWdlM+OVWhka8tJKif61kJUzxG0w5KtwxsNjidmmJ2JSBIlF29BlLnxOWxY+6K43B7IcyMKvQihIzX1YE0qpDNpoj1+Wve9jmvlBgoKC4YtZ2AgAb71y7EXu/FZLNiTWVw2B2qxB9ntRLZIqAdb0VJpcppCtLmN+jde4tzP3DHQ5GFqCkCSZUq2bkGUuMhz2rD0RXF73JDnwSjwIgwDmnqwpBUy6RT9fj8te3fiW3M+eb7hP8MxMJABz/pzsBe5yZNl7KkMLqsDtcSL5HEhy/LffOoqkeZWDu9+iTWf2zEin2/TtljxrFmGvdCDT5JwZFWcsg213IvsciAJ42/aQiXS2ETdGy+x8a77R6xtYIAk4duwEluRhzyLFVs8g8fmQivxgMeJJIFeN6CbVRUizW0ceeNlln3qCyN0Oz6YYXaG4ikrZ/rWy3DNm0l+VkG26jhSSRxHWlAyaXKxEH1VDvplmaTTx8Kbb+OGe78xIi1p8Pa2YvlKStetwzmllAJVQbYaONt7kTr8qNkMSjRAuLaYsKqTKqlg23cfY+WW80/Jp6+ygukXXYpr7gwKlCyy1cCeTGCvb0bJZtBiQYJTnfQjk3L7WPKfn+cDd371lHxWrlxF8Zq1OKaWUaCpYDVwtvVAhx9VyZCJ9hGuLSakaGTKpvDO7z3O2Rv+9zV7Q9WWJImq9RsoOvdcXFUl5OsqQtZxNfnB30tOSZGJ9tE/t5RwViU7pZprH3qGheesPLnASXTLlp1D6fr1OKaWkKflwKpj7wggt3ajKOkBz3OK6FcN0iUVXPmtR1h9/kWn5HmsMScAzmB88+aSP28uumGg9IfRsgqGkkbTDQwhY3HacZeWDozaTgHpLdf84jXrKFmzDjWnkIvG0LJZDCWDZgiEJGPzenGVleC02gd+QDCiIcObPyJJ5M1fQP78Bei6jhIJo2VzGNkUmiEwhIzscuApK8XldJ82n6Xr1yOtX4+ayw76VN7u0+fFVVaG80TV1RH6/B/akkTZpk1ImzaRy6ZRo3H0nIKmZNFPaOf5cJeX45DkU9Y+oStJEiVr1iKtWYuay6JGoqhKDiOXQdMFghOeS3FabafF81hjhtkZzIlhs0WWcZeMrPTMcDnx3bXZHdjKTlb65fRszHviN1gsFtwlY1Nu5m8+ndjKTravwenbgPitv8XudGOvOFlAn35tm92JrfxkNQEn3qbL5m2mySkwsb7sI2c8fY6X9sTrWzPMTExMJgVmmJmYmEwKzDAzMTGZFJhhZmJiMikww8zExGRSYIaZiYnJpMAMMxMTk0nB2xbNyvJAtokzvdj3BMJqtWIZrEFlHlcTk9OLEOLN8+ttYdbQ0EB9fT2JRGJcGjbZkCQJVVWpr6+nrq6OTCYz3k0yMZk0SJKEw+F4M7PeFmZXXHEF6XQaw5gg+7Gf4UiDr4MsWbKEbDZrHlcTk9OMoihs3rwZm8329j0ATExMTCYq5gSAiYnJpMAMMxMTk0mBGWYmJiaTgv8PHRrGJ7DdgrMAAAAASUVORK5CYII=)
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)
Here we are given ten we are given the tally and we have to find the picture diagram.
Firstly , we have given table of tally,
To find picture diagram we must know the number of cupcakes for each rows.
So we have
Favorite cookie No. of cupcakes
Therefore the correct picture diagram is option( d).
![](data:image/png;base64,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)
Therefore the correct picture diagram is option( d).Note: In this question , we are given the tally chart , just count the tally chart and make your table then match with your given option for the picture diagram.