Question
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)
Tell whether each graph is a function and justify your answer. Which graph is not a good representation of a real world situation? Explain.
The correct answer is: 2, 6 and 8
Hint:
An equation of the form y = f(x) is called a function if there is a unique value of y for every value of x. In other words, every value of x must have one value of y. We can check if the graph is a function by the vertical line test. A graph represents a function if any vertical line in the xy plane cuts the graph at maximum one point.
Step by step solution:
The first graph is
![](data:image/png;base64,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)
We check if the graph is a function by vertical line test.
When we draw a vertical line at x = 4, it cut the graph at 3 points.
Thus, graph A is not a function.
Graph B is
![](data:image/png;base64,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)
We can observe that any vertical line on the plane cuts the graph at maximum one point.
Thus, the above graph is a function.
In graph A, at time t = 4, we can see that d has three values, which are 2, 6 and 8.
This means that at the same time t=4, the distances travelled are 2, 6 and 8, which is physically impossible. There can be only one value of distance associated with a value of time which is the case in graph B.
Thus, graph A is not a good example of a real world situation.
Note:
In a function, every value of x must have one value of y. When we draw a vertical, it cuts x axis at one point, we take that point to be x. If the vertical line cuts the graph at two points, then it gives two values of y for one value of x. This does not represent a function.
Related Questions to study
A train leaves the station at time . Travelling at a constant speed, the train travels 360 kilometers in 3 hours.
a) Write a function that relates the distance travelled ,d to the time, .
b) Graph the function and tell whether it is a linear function or non linear function.
There are other ways to determine whether a function is linear or not, like, checking if the slope is equal between each of the points or if the equation can be written in the form of y = ax + b, where a and b are constants.
A train leaves the station at time . Travelling at a constant speed, the train travels 360 kilometers in 3 hours.
a) Write a function that relates the distance travelled ,d to the time, .
b) Graph the function and tell whether it is a linear function or non linear function.
There are other ways to determine whether a function is linear or not, like, checking if the slope is equal between each of the points or if the equation can be written in the form of y = ax + b, where a and b are constants.
Do the ordered pairs plotted in the graph below represents a function? Explain.
![](data:image/png;base64,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)
In a function, every value of x must have one value of y. When we draw a vertical, it cuts x axis at one point, we take that point to be x. If the vertical line cuts the graph at two points, then it gives two values of y for one value of x. This does not represent a function.
Do the ordered pairs plotted in the graph below represents a function? Explain.
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAANgAAADECAYAAAD9NO8NAAAgAElEQVR4nOy96ZNsy3HY98uqc3qZfe7yABAEARAQKS6wBJCgZZq0FoiURMkORShCjlAoZP1XDn2zqfAHRVimLJEWI2zRNinRBB5JkYSwkSJIAAQe3nbvzHTP9HT3OZX+kLWd0z1z594HLopQ3Zjb3WepysrKraoys0RVlb1l/2UFUAVRBCGgqCpBA+IEB0gAkPi0jOpyIJJ/CaAa4iVhfxnWkb6p3v3G/UUQ6UEERaqqJddrl3X0VkDUISKDO6kPdxVVRUQQJwRVUHCxbck92sWXpt4JiKbfYVCvE0FVI6yCiDNYJHXExZcFJKBBcA5UrR0RQUQIoQcckutPmNU4XtaOYM+rBmtRBLmDVsDlPtTjlJ9WZT+djWlmzxNS4yn+r3XtAuoG9Ykj4yI9KqJ3NqcCokrIw2C00hMQVZzz5foOJdrv5t5e7LSauqKggZBQK8ZwuWrnYgOpUcmv21N9ZA5BJVIPEh8bA6pDMGSn1oggoRBSfMcoYJfPI1I1DnAiHLvtjEilJg2N31zVf82MiBhQImPYYw9CGXSp30tscZeUUDVCVnA460pmJqsvi8dYr0pv4Iir4ElIc3TaoerjK5qfMRyojd0AniJ0VIPh1yXC1VGfR/RiLxlBD56rmDKNT2oq42Z0Lf1QRbPwUyBkxpIoCDIdaapABgJQ45gXWGTU53RH6QmEJCCRMvaxHskA1oCXyl7AYLtNphICBFGyIFFHQBE8QZwNxPjNiJjQ2zUfB0o1EW6RErsdjgNVKdzEAFlwaXkUEp/p4LoxdWJATR9ZSoNDVKKE3+29SBEy+YksEeUOXeTK/awdhRAMaHEu6zJ7w1Xf7SMkQsAbk8VBT/U755GoVRSBYESdFFmiY0VR8TgxLRYURB0qHnDWTtjVqUiyVMCrRJgjU1djMSwuC49QM1IWfJLHpxBv6nYk6KQ9tCKpIlXisCVCF0JmrDENugFKa65OY72P7IJCQkgf8etwxTp4QXlJBiODINLgJXG+EiKxhkigjuEgKeAkMpD4JFAzAYS6c1JeTO9plDIaIhEnZRXf3yf8knZJCq6+obHxzC4iuNTGSGmmooBHsjlb0wyUca/pyGipknPiiqIemcpBQHKn7L4Tjyr0wep3SVPGx0JEnBGazw0nfGqt1AXENZWgLQwvJK027G/iBTNxm8z/UjNosggoRuZ4HGrxAWXsBuq7wlP9bHq+fq6ofheFnmTNJDqiER3iLAlyraoiCqGxZBF8pFcFDTgneAQNSqHyAaTViILsn4MpwxeL6lOizR+JsA9CmheoGAGgwhhWYocT8nOHFfpgzOmF4UhUnU/PZmLCmE5UCzFVr2fFtQcQBcRVl7LglPz/XUWDyS1xhRmTeSZj62oPVmWAkNJ2UqoilcaJHXMOut6uN85+ZyK0ca80TcHbCJWl/lDBEm8M4GJ/PwxXkjVGooMkZzVfF0S0TLFiOwOhm/pXlwTLHQDUfaqFpsbK7FpFexWD1Z2SREyRHnObFQx5bGphH683EVnORSYa8Er6NIH1EhqsUL+IcLva8O7zCy6vlnRdwDvHtt/GhpvIBENxEIJ1SpxJAJM4AZ+k6j5eFzUpDTjncGIMbeaKTfL3TWKS+b+vqAZDvM1646fVSVDEDzVLNt80aQyrPM2FBIc4uZswFEQVnMMJ9H1P3/d47xEXFyXUYMhkKKC9It7hXDInBSfQ9RtQcN7jnWm4bdcjqoiP5t9AOJVxcM6x3XaEEGi8xzc+mkghEuKOHWB9VsV5RwiB0PcIgvg4z8ucVHETSQgLzgkumsGa55X1XHQ05FTMP7qT5u6omEBztkAT+g4RRcQXDs0SJS3MKCGE+FxRZ3fRSdaKQOu8LQZpz9HhAa+99piD+XS0ODfWZHIXg+17YXg3BOX58yueP79iPj/g4PAAF6APPSGMJ79WV4iTfe2U7XbLer2haTwHB95MoX3tqeZ5DzhCJPL12t4/PJzTNCP7Oo257BsjoQ+wWKwIQZjPp7STxqRRWn0Lmt91aX6Ve6H0XWC93gBK03iapsXXBL3bBUBwanOEbbfl5vqWpm2Yz2eZ0aNujC8JSkCD0vcAAe9bur7n7bcvuLm55fz8lJOTY5w3adkruKCoi2uBafFGh7Dc3m65Xa85PDxg6uKcLigOqQRjGe0QNC+udF3Pzc0KETg4OKBpGoaMlUo0wYOice4ZVNl2HberLSLKfD5l3wrkwGSrLooT1uuO9W1HO5kwbT2uMRiVaB1FE7GeeJpsM/pbr7d0XUfbeprGxr3gf1+xuSbi6fueZ8+ec7u65cmjs5FcH5kAsb4XaLBUw+5kbjJp2XY9JyenfPd3v8b8YGYDIeHu1VeSZBIWiyXvvH3J+fkpp6cHeO/unPtIxTkhgPfC8+dLnj+/5H3ve8RsPr0T+hoJipmw2x6+9rW32XZbPvBBk0Q1MwpEu730ozbhth28884Fzgln50e0jb9D4paGQyAOpnB7u+att55zcDDn/PzI+p4hTGaq0PfxajQ/nTj6HpbXl3z1D77GBz/4Pj760Q+C+CxRmsY0xroLJC0CwrR1BMwcv3h+zbvPnvPB73qN2aw1KR2SUXNHF7R8/tEfvcFk4nnttSc0zR2CEdM0SdiKGA66ruOtt66YTDyPHx/jvOzVIAMRH9HinXB1teatNy948uSYw8M5zpsmyxbFeGJc1ReCcnl5w2q15uTkiIODJq62srP1khoXV0xMwdH3G0JvW1JDuIfMlejuHgaT0eewOG+mzGTacnQ0ZzJtduz+u2p1QOg6rtprDuYzjg7ncSHjxaUPMHGwvp2yXDYcHEw5OJjd24MB3ECnMJlMQZSjoxkHs+ngnXr3JGOhYrBND8vlBCeOk+MDGn8XZ5V6Ott2wzsjlNl0wnw24ehwhnf7d5L63l4WiXPbeO16ecNXvvRFvu/jH+ZwPkFcQ69K6JX1eo2IMJ1MaSeS5xEXz6/w3nF0dMR23rFoG46OZswnTTbu7lsTU8iLSdNJw3TWcnw4q4TD3e8lHKhC1025nK6YThoOD2Z4v7/vSbbV73ug74S2aZjPJxwdz3D1XPoFRRXW644Qeg4O5hwdtXn++OKXbY1gOmtZ32zZfUv2fn/BOuP+pktnAthWc1bFeSAidurPtKeXa9HezDJNc5ndv/p6rg8QAmhnJgHV9aqdu+oDUIn7KTocSKvb9oQy3KHUaxJVEe0R+nthH7Y5ts/7iL/y/rgeJ2nl1aS/KvTdlje//S2+8uUv8Ma3vknX9Zlpl4sl/9f/+W/4uf/tX/DtN75F6JWJwDf+8Bv805/9X3j9s7/OenULBCT0SFxlkGqcBmO158/AtY3Wcd/H/cj3qrpBEe0Q+myZDMasHrsK/wV98UdQJGi5N6ANje0M67TBNpoT7e+lk/Q3AB1QwhigURnyzIsX8u8rEnKH834FpVPujk/TEorQ4+jjXKd6T3frKJ1OgxJw2iNxu9uhcRdH87V7/zQSuNZwG0zQIXQGm1bMlvtWGMzgGBHH6DP3PwuD+H49yOO+alwxjGh2QCOwXC75xte+yhvf/Dp/+NX/yPJqCcFwNm09v/ulL/F//MK/4o1vfgOHstps+cV//Yv8xuufxXth0niEgKMb4LV2DdhH7C6Oi4u4F0KW/gl345mk06pf8bqj4M7GK/2VcXNxjMqYhvhpOHT0sZ4a/vRO9LIY0YHBLbhMN8bgEhfQ7hu7QYkC5g6GqP6svMI+WCoJsqoxSYBVqmr0WRY/EjEb4kiqumLUnTpIDCYReX3+s/eVejPjjs0CRJ0NXpwsGkrSQCamBYkkYRN2Q7VobFviANUg3iXGY/0JJhGNcKd27npX0WBz2sbbYsQffeMP+cqXv8gb3/4jfvM3XufrX/8pHj06wznh9OSAo6Mpb3zrG1xePqf1js//9r/n9c/9Kj/8g9/Pn/++jzGdNlzfdBH+iPuRFt2FP24CZ1zZu2WYk0Qf2Ql5hVHyFGAoyEJFK3GMIn0IZtraIle6nMY9MQ4ZfqUvCzTjQREAF62BUPU9eWjsx/9eHVXU+IPK/Qy2r54RAdRmTjIX77flI5FpLb3S8vRdjdZvx2elRlTPYDd1MGjjEleFonlbS+DCsJoHboALAcQhEspz8fv+tkoR6bNwycwlqe+1AKiaVOtvmu8uF5d84fO/w3/8vS9zu1rwxS/+Dr/9W7/B933fxzg+PgYcT5+c0zRwefEub735Br/yy/8Ps2nDT/zkf8WjR6fRPIomUsJdgvHeHhTCMrjTWACDPkj1vCtkQmS2PO7Wp2y6Ma5CoslXMbLEd0YbaBLnJ1LbiRns2tATkCKUZSAYdksZlZro45RojJrxi7G8WIMN2q6AUYdNO5MBkAzhsI9WGCLeAK0t2/J5t9PssLaxYbM7vFI9XQOl1fUhgwnmq5EYVapKQtaOw+EYS7S7BITmOQho1GI1kGOcWHNiO/eo9rz9zlv8wR98labxfPxj34v3DV/5ypf59hvf4vDw43jvePrkCWdnx7z11rf53Ou/xpe/8iU+8YlP8P3f9+eYT2dRuI0hTmR037yi1mB1n2uzKIyuJweEqCVUyrsZFzUSKmsjg1LfSxQSa0m2XA2P1oZdGExdinIb0x13/LY3pRK5gkfFl33GWHl2khtVcT+D1cRF2jisnEi1AW0pCB6bY+P6olSSaHapGKOqUHxn0n5/zWgj0wPiex7Fm86USCaDzQlH8hksnus24LpDThpZNjKtevLcUvrs/GubnG4E9z6dPZZyWkZZR3WkgZG67xo9Lmx4Q1wl/J7v+Qh/9a99htX1NeePHvH06VO6rme73eJ9y5OnTzk6OuTzn/8tvvKVL3F6esanP/1jnJ4+jm5SEgnE8BZwqIQi+HfWzKN9VjkOmzePZIwNxyaNW6WVgqJiY6FqM6s0foWZpHpN8mc1o4iwO3rx9E6y029h+Cjw47vWZp9Ht8zSXf6TGvZx3zPjFM9TxaPaWn2ZeW0FSnR3P+2BczAbdM2GcURAIpRag7Er4xMYtb4gdzLqjizOk+Tb5+dVvLItzKQsW+T7CTOU+mp5lWDQuDdjQjBOguOuvw18bSgqgRBJqVoqkQi/Jn+4e/AnkHznwBmhZQZLINeCCjMRneE4hI6nT9/HZz7zGT7wXR/ky1/6Ip/85Cf58Ic/wtHhIc41gPD+D3yAo6MTXn/9szx9+hr/6B/9D3z8Yx9HcObV7xPufcFlNK/NxWkMetHv6adGh27FfBFd7bWfx21cChuEmjmVyqyT4dCNr0XhltouuiuKz0p7FToIefZrgtWEcqK/NKL2+C7sUv1vFeelmoquojNEcvysXn4Ag+0xgXbUd7knuMofTKOnNra7jphDK+ZdnQZZo9OpSkJP0jyakVcYqcQrlWluGqhQBEB2D9rH7NYGGcH1c0mDUdG6zfnSTCNLQS3PatTOmpz9ql1qiZrCpXUxSX9lBjZwXo7zRHHmva4K4htOTk85PjvlW2+8BeI5Pj3nuz74wdKGKq+99n7OTs9ZLJb8lb/6GT75yR/h+Pgkao5oQUTBqNnRLrowCXF+YxonxfVlT/j4ESSu7YltIxRx6CL8gbQsMhR6CXtpjKPADNHKcHEI4ycMvyNlWWi/EK+cNCP6zbrps10QohYM1QZYPSPMZJOVxR1TlvvkaVUeqMEKsbyo1OtvAcGJeRCk/tTT4bLInyQjAyJOntkDozGFtohYWEyWXOle+n7HBmY2OZKZku6k7/vMvSIZA+ZJlUK8gtYwU+oYzLfqxWeK9hMzMwJDQi19D/RBbTM14tG6ZgzQR7NJnM/7Zcv1mtvbNR/96Mf563/tp/jw93yUxk+id02yPCohUvcxESRmyiXU1mNmVcR+pGlPNT4Gv6vsDzXTLj0jRuQhAVxbJYmJM5EPvwvJcnHVYl4SsHmCtWfsyvgR8ZvGMW3g5z7W2nLw+WrlPSzT311sp8JKn68N2dQGa7gWBcMxH9cB0Evc0ccRZOzc82JkZLpP1FMzWAZsBHR1vyYS4qK+q5rdMTCkSMdAHZ7n4jxmf18D0Kugcbe575WuV5rGEVSQpkW8z0x9u9nyzjvv8H//0i/xtW/8ET/zM3+bH/3RH6NpJmy3HU3TjLwWhoIk9StZC7XAqNFUZogRTuOfHfjrtcn8rCSh6gkqO0RdC+A6rjp9z6M9sGMl3hmZZ3ns7H6yhwa7pgPGHRvo6fefIoMlHy7vHA1CwCP4O3Vd3RHnnEle52OMzYtLvbBn7zdZer9McdGvzznBeYcfjxcGaBqfMaIT7OIczlft3wGHAOp9lqPOe/OBcw7n3Z3bGslDPwDOC62Pv1McFxb42PfKv/+t3+EXf/EX+eIXv8AP/dAn+Ft/82d49OgxIhI9+KP3uRBhdnjv8UBlAe52QYo8SsRv/XfgzY/vPldZIE8LTPmkcW8sOuKe9/bh0TmLOHfOxi+PXT2IWnjQWC8uyItYYGqCQYzu7h8+GVSfo6YfWB7EYDk8O80Hohrfbras12u+8UeA68FtLfREJ3sBTeHvIo6bmxXPnj1HQ+Dq6ioO/sgUTdHDIRCC4n1D1wUa37JYrLi8WuBly3za7of7jjgElQnvvPuMvuuZtp62VQhbGjHTTpxHtDFzxAVUekKK6A2OEODi8hIRWK1u8F5omoYQshFXIw8c9H2HEyOOrlOePbvg+mbO6vaWHJ80WIFLfSd6ywshdKgKb775Fu+++y7f/vabnJ+dsd1uubi44OzsnB//8R/nL/zwD9I0Dd/85jexUA1HiJNzEVgub3h2eYH/OqbZIofsF1QxjwjEebLj7bffZTqd0qcwFiRmEaj0XI4ytsUTi6Ro6DvlnXeeM520rNdL3B1+nPvGTsRxfR14991L0C2LqwnoBtEeL74yz71FrYvmsevFFqOuLpfc3q64vV1xMZugIWTG3Z0GKWiHoHSdZzKd8+zZJZPprGRNeEF5KQ2m1f9pj0aCw4kHp7imAXV0fWd28hA9JiVFEPGImOayHBCeoH2c2KTBCbm7KebLOV8C+SSGrPeBvr/PdWXPVWd1qmuiJDUDwntH6IOlNFCNqQXsM0gHcYtChAI7yfyPc5idpd4olaJk0qBo6M1Do1dCpxhfV4s6EkiLO6FX0upW3wcLrUhzHw0455kfTPjYxz/Ohz70IWazKbO2gWBOrXm7IRp33jeWnMil1Vtn7YdQCYjRmEfcJ5xaLJXDSYMl0rExEDRuZ1hrpunKWIiT6PBsAiWlTBhY4iRtumfsXMRvnAxqnKumMQ3BBBK1QHC2Apwikw0miQGztpiGEmlobOCr+Xl6j2qD81OcbyIdPkyLvZKJmMDw3jOfTzh7dMZkIojvcNKg/X6jIQXZOe9ZLJZo6Hh8fsrR0dFgqyXKvdySYLFEzjf0XUDEM7tc4sKW1157cqc3/b5iYROexU3Htttw/uiIg1mL0NvAKzFCNtk1troWxLw1VB3bTY8TiwU7OT0xE7nxjAeoNGrxVhKp7fZ2CyocHBxwfnaSPTXGGBZijJfU6QmEN771mLPTUx6dnfPk8RnOtzw+P7MxcQ6lQ0L0LokLGqVGx8VlSyDw5PEjDg6mMbo4WDvsEnta2AALfl2trplOpjx9fErbuEL0FexgLk4h2peqghNhswkQApOJ5+mTM+v7XWiT4dqFeOHZ5Zpt53j8+JSz0ykuCmMft1g0rnyWda9g1kcQgjpmjedmNeHs/IyD2QxFB/0eUm1xwepDS9M0vPPOnL74eL+wvDyDxU6HuBLtvWc2bZlMbX/BIdC4HQmkSCQy8CJsJp7WOVrfMJtafg/dYbD8sjGYc9CYKbO5bWgbz2TSMp3u78Y+HAiW5sA3ttQ8mTimswaXXajSBjIZ27aSVlxWnTga72m952A2ofHVDDLHtZA/TYGFHNUbeqXxwqQVZtOmENkAZTEmLDkIS1qZhdYJrXfMZxOmrcU04Z2lEgiYpK6DOFWKx5BAc+3x3jGbGe4VE35pYS8b6mZy2HhHQgzApG1oW890YjgYgl6wXsZRoqkKTgKTxtF6z3Ta2piOXaWq+gZ1izBpeprW0bSOybQxmNWcsmPGlAKFYMwV12WDwk3rmGwbpk3DbNKWObZEMVTN36weM897dTQC3ju22/7O6ce4vDyDaTIPrQfZWRIlaF+UdhycJIJEPeaHFlVVNpW6HNyoMZJYVbENkfRb0D6ApLlW9G6IZk0YRHjWnLEfeFWPag/aR3MUM48kmANw2mhOtGHJu+K+v0OCov3WtjA1YANrTDRYu46T1lS/4m1hhgAhEkUC3cJxrUHpc99dNIeTN4RNUwMatmiw51IIvPU6plNI8zk1oZEydwkQ+i196LLhmAw1TftRGV2WgcpcCAMSBadEW6yECCWhkkxhc5crqdok44jeUg4EZzhxolHNyYDB6tFM38T7vE9XfAID5q2h5rYo9bKFuZhZKjubvoS+p++3Ef9xB8xFjZGGTEqbxn1lwpVwtLsjv7+8UlapLOVUB5ysEcnJS7n474E550omKIfik1mo0Ysg9ilP+NOrEuvVQMqcZNWWYKCy0xLbhb1TsNoUDUHzfpbG0BFc2s1JXtax/uQqpQa3i4SORq98N2byoSQPaBzQEkqRwHRUg5pCgCKxmfe9aXDV3lb/nOEvThbjhDtGkksY4mKP97diJm72eIsBfNa/OjpCYn0JD0TC7M1BrVjRpd8pVmqMew2kPTYvNg8TNMqUCsbRezsmmxhzmxUlxqCEXM94BT956yd3AoIJURGDn+gmZpvsWvqZGhebUeb8kYSYW+Y7psGKp8OYczXnarC7lpsvedPX0quuzlXmk2mEISclzFSbh2rmT9JuKYFJhk7G7Q3k8E5/0iOVkgEnMfarwKP5+bj5Wi7mdiSaX6K1F8CeVjNnS17qTYq364JtHbg46Y6EGAhogMZFFk2CSIiT9ARMajSwg8vsrVFdTqE38XodelI8UsjeN0hy2UqMHoYEJlWbo7RzGb/2cm7TDBnJzyRQS9vDa+mlwfsRrykFn2iZmpRXUv8lCyx7PRMU2VVvD9lk7V4p2ZC16IvL3Qw2IJZ6TVLydXE+38thKEQk5738iuJiHoPEqEHL+O/kvYsOvKlJYzhzB3JInGgm5krw3UPh9X0F1LxMCsJ95KOK+2pCSQzlJLt3DQYvATrkwtxuzu1I+ox7aSLR1DUhEnroQ0fTtKRl7hAK49iSu0SLZtR2GosBp+8uOHnns6kjmeiy01Y07aqFAuMGy3DrPEF83AgfQlCEUbFc8ixBhKACztEhNBEuHTlK5zZlfC0yp7i8uZ082B3ODAgywElaUMw7A0ScOTmL+MhYhR72jVvel0q1iMO5F9FZKa+Q2Vd24Rjf36O9kmTcocXhY/e2vauVx8Tzoooq+NOAZIFYE+Q97+ZmkrtTuZ31yQ6cifhr+GxPbLvtaZqk1YC4jeHSRouzNG9AtVRe13tfkb3P5FRrWhjgvufTNY3wJdendE12nh3XUZjf6Lz4ke4j67v7Qp7XlRbS4tTw6u67yc4qeB7w44MBqcbqAeWPxVXqISUNzMNB/eMuD5dKg7ce8IoOiHjYpmrMGRjrcU64uFjw+uufpes6fuAHfoAPfehDtG3ZTDcvhpfxgXhoub8zD2eGF9f7Xl2Qdut/yPjtzo1frTwcC995BrtnFOplCEg+fcVJ9M8Os+0vCX5zuxkuabxSfQpNY3tEfa+0E9Pyv/RLv8Q/+Sf/I957/vE//se8//3vZzKZ0HVdNil1z6bwey+vJmT+9MuLR2A8dvcaYt/B8h1nsH1A3yXld9e3/uyX98pUMDSgVS0VW7L+vvil3+Xnf/5f0XUdi8WSq6uFtaeK9z7Phfo/Fgb7kyu68+VPps2XGb/vBGivZmfI4COXFzFXff9FVvODwPhTtjFVdvuU5ss7QmWk8bR63zemyS4ul/zPP/tPUYW//Ff+Mk/f9xTftFV4jGRfTudbNC8wpT95kMlaw/SnIeHSsNW4esgfkNcddmt8eNtjJqvH40Ulryw/sDyIwWw+HBcsYwc1LtlCmS+G0McNW+6dYNWS5KFyWGNO8ZRwP30+1GVlXJI/XrU+BKN9vTthYe96055GGOCh7EKUiXJUSgD8i3/xv/O5z32Wn/obP80P/OAPZgfirjO3J0sbXi3F7231BciHksI8pJQI40jwcX0Fbo3vxWMGXljyAgLDFcX6fK6XLXn+KdZCKNS5B/ox/Ib7dBTRDghj9Am2LRGftmOfHk50D9RgcUDu0q/xdwo9ycu8NcDxsRSgqBZFGK+NgyOHSHeYg6YTi6FKwXJ5o/sl9H7BmxKCENRHR4LolbJnhShvP8QmNPfX+tCPm05Sl7J2lepP74srg+0c/OZvfp7/9Z//cz75qb/IT/31z3B8fMxms0UE2rbN3tuNdzlkI4VtwFjQ3M1g6Tkf08A9GHGxWtuDc/nH/lbSSl/8zAs4hThfWXEm3OWVSBvLdEDe3a9J3j0ylzUrdaxhvTpa96XOXW/7sJWwfEF5tTlYmiSGntXqhnefLfBNQKWzZJnB70gHYyKN5k3DcnnNYrGgaVv63hxNLYFn8mQoho9zPrrVNHQdNE3L4uqa1WrF8+fPWd0uM2M8ZAlVtWW5vOF2veXycsntTUCki15nKdI59kEUlY7gTNeG0BJUWSwWeO8tnkvEPPGDJb1M+TkkcpPznk6jJ7w4Nustl1cLNtuAbxsWVwv+p5/9WZ49e8Z//RM/Qa/wzrvvsu06nl1e8a033+T05NRw5BzPnl+wuL7m+eUV7zy7NMLIob8pHVzEn9aZv2xArq6uuLm54fLyktXqBsTOvSKMGdWez9otxlEtFkvaScPFxaERPClZQE8ddpM0lUUAWATFZrNhuVzYoRkTBkcxvZDsxLFcdiwXC+bTBuiRsAHdWkRHsC0OGzsFCQTpzOFXGxTP4mrB7e0K7xy361s0ue9htFdvvZp2tKqwbxYAACAASURBVD29vvc07YzLqxsL8XkgzK/mTZ/GTqHb2mkbKhtCWOOd4FMYW553WLbEEM0DJ57rmxuW19dMplPy8aVxsGTAYPZ/33c0bkIIwmQy5ebmltvVmsViyXrjKzPkxYymTLhZrdhstlzfLNg4Rdhm3zTBg5YDGdT1BBfdc2Kc2PL6GsGkofe2eWvmW0mHYoNlPnRdTE7vxNFtA8vra/peOTo+4Jd/5Zf5t//uV/GN8Pqv/wb/4Quf5/d+73d549tv8qu/+mscH5/yl/7Sf8nZ2RkhBC6urlheL1ksl1xcXeV+JbezlDXEErE46mMdRDzL5ZLlcsl8PqOdNECIjsLjpTUl5c6IPcE1DcvlgslkwuJgQeh60qksdu411Ia/nf1sRN80Fs93fb2inXj8lSDuoeylIJ6bVWC1uuX6+gZ0g/a3qG4NhsjEFvRreFDX07uABg/SsLxecrta4ZxjulmDhkIzFdwpJ2PXdzjnUSZMJhpPBGoI4WEs9sqriLbE3DCftDx+dIZvIejW4mcqh8sCcsopYYlwposlQeDJ40ccHx2ZUtRos9YJx2PpQ48T827w3nMxuabrep4+fcz8wPaIHsJcgtAHx3IVWG82PDo/5XA2MeIIfcwmYcF7xasgDBis12KSPDo/o22dhYlEhoKSjicCRBfP1EKEzaZHccxmM87Ozzg/f8SnPvUpun7DxcUlb7+95urqivV6w9XVJV235ezsjCdPHyPA+973hEePn/D06Wu89toTygkhaXDy6dkUr5o4Cs4xnU7xXnjy5Anz+RQ70LxHKm/0GmOZwdT80q+XSybTCU+ePLJ01Ih5N+Qd9jLqFmRrVoGdTRZAPe2k4fzx8f6Md3eNnROurjr6vuHs7JiT4zmeDqWnEUfOxDwYu57emaAJKkxnU25uVpweHzM/mONEq7ELw3FDc6BsoMW5lrfffo7zPuPkReU9L9M3jWc2mzCZNgS66MBbXJASU0X31Mwy29AxvZkync2so1DlGteBBhMsIM65chrGehaYTqfM5zPmczspJc912M9kBoXQBZhOJwgwn0+Zz2NcUehBvPngpamdEAMu06TYs+kDs9kM54SDwwPapqQNSFpvuK8n9LnngvdbC7OZzwgKn/rUX+QD3/U+NtsN3gm36xWvv/5Z3n12wY/86I/yEz/5k7zvfU9p2gnewWQ2o23a3H/vfAlfo07PkzRYgcQJrFYzJpMpBwdz5vMZEOhDGLiO1RirZ2q9wmQ6ZTKZcDCf2SGCyS87n7JQaYI4oun4ptvbnslkQtN65vP5nRHNd43dZrs2mpnPODycRf1qWkZCyauSWd0FgljAZa/C7XpDCIH5wZzDwwM7YIMkFotgzCZi6KN7mqdxMJu23G566kPV7yt3M9hgZaVI5WTppwlrHx3SaseC8aJM5vYYjuIlBrUERXuFUB/HOaogtSli86GQFghsriZYfckktUrunnqXvzqBajTrRGJckZQXRn3S2A8NAVyVSEapvW9GZKr0XRdzcaTUCSmKGp48Oefp00ds+8C0cXShY3F1xQfe/zqf+OFP8L0f/Qjemd0fgtJteot0ViW5xaXxrv1t9y10pMUhkBJJQPQm2be3EPGTRJ1IXH0MwSrbSWoxNPn6EI9vT+kYgOJZX+ipLvuMxqibQAMhdOZ0nD2Cnc0fSUK26oEQM3TF1HTx/NzBudnZItmFxcWNfaLwUQmR6R5m2j5Ig6XBstWbSIh5tXgYIiBIzHBa3s0SUCxEwYwwxfWCV0s84rJ5RVxmq+ZgWuYXSRJaLFSIEqhIrsHnvuKiBRrTAiRkp8jWysO1YvbkYZ5CMgUJgvSK17KEULLj2iCnORhizbkY1GiGmCKqTFxaSRSaGGLf+Ak/9iM/wtPzJ3zwA9/N4WQWFziMkVoEr4qPmqNJJpEm1KUxsf4kItbcHwi9Gt7yRSl93imVBlTiLNXhK6Lc4a2IDJelskUbuyhgJIY1JcMupXgKcQiKvo94U0ut0Kja4LmQ60XKPJE8ly9g5HyNQjzxRfFB8Roj7F0SrDBeRzT/ZKHPix/Jte07ZiKOqDZ67GYEZHpMDFHrOQaDVptuEjuajsUpY6jsm4MJyRO/hidldH1QX60kcyZu5hUCSXaF29mcq0MoJA6SUxtjid93nEVrdBCZMIbyODHmsr+YcyQkYrQX3/faU54+eQ2JI5u8vgWh8c4SkeXVpkqLJkRX7Q9XxkDUxZMnR/1McA8uVNo7a2kZSPxkTsG4gqgBYihPib0raWQFRdLiSmWulZrSAliA3tlMPh5coWlc6o4olKylQ6Hho6CUUHAvaVx3aKgm3LIFYFs543wzd5eXSJ39Ms9Vz49HMfNgooBx3QMb5872pb63t7djZk/UFn/uHKImlCjqIWVpVE+mvRIRpzPRCvVmoVNprgRLyTZoFco+sJNEzsKjbJ3mQ7vjgyrBgg+HyKgqGhJIrRFkcI/IoyMurH7U6QZyByt8DCrKFdY4lMFQK1SoF4KLca6xOC2p3gYMHBMeadDKWiB1gLxyOigFDtVKz1VkZhvgggw6WQNZX7P+PZQjvuOZfa3c86yMO3DHs1XSmSim7oatVjE1leuez/RObjtdTJG4FXHsgVMhrhtYroddt6hauAyJ9qUwmNxl0upJTiegw7/cnSFDZzWs9SQpEZb1Z4iBkbobAazRDUMl5b66qzfFVLtD8lGzTWK+NJ/KWmUAg7UrLjKepvmY/ZkWCsPU8pGxNav0esRrtt23uTzux6uX73DMg1CH8e8FTkafD7ope+6lawnLaYO62kPL4evVZ1Qd2ccNYEAwqQ77lbRU7YxjrGXXhwJTR99rHFRmxr6uD0pMWRDnXYWZimZLOXILzOl+ul5EvI6keq15C4SSGa/ux92+pFpaGQiucQ93SUxUYmbfyuAfCal8sigBS5NuM7YQMx0n9k3bE5XiH8CexjhEOF9aTbyUc+dueY/L9LvgCkkaJcASEaSFiJLfoDY1BhUMfkgmEKX0NxldhsAxHHejcZ8uLofT2GrR8IHCoJWRZ7/FshYlaT0wGQeyUQaR+zbw1QkdsgfiSDXDw+YqjSWy02+NGjhN2K2tIbOYtI86aABv+p7GLjFmDCqNGrLWXpmexxYUMIwyHxK7pv6lOuI7LuX/yKkiTCgFhC5umHWuofctIZ1+Lia6coqJOm1CbDjUg66F4WoqTZquoOu9aa4xFh5Ucm4CzHLZ57v3IrCyXFKKLTCwGoeWN0QEUnJZAOaLlvOBvFpJgzvUZiNQGIyN/WW+2SXysYbNJkn0Z8sElfw1tapvX+MPxPHdDqiy0xczt2zjPy0U7AqdXaza+BvxpwSsd8JdwaqUaPSc20KHNsiO9g2WFCio7VtugVvgGsfaTVjT0Hljnm1vgav7bPHM1EK0LXfpawdd+Xbyq9Xh/YGgvb+8VOrs5FWvvTnKplU41JqsjaFSho6SxWfOSlAZrCuMekKSM0Fjgsi0XyaROMKQOF68fJqIvv6XmxmucUiCoxzkl+VudHsKQXf7LUKSpAkvKU9hmqQns4y673tAL97zRbOEYHk66lB/jS4/abOdCqp6RPoAfUxqEUKIcyrbl3MV01gNKTFMNAkV+i5EVqjmLjIGvdLzCpaNOWb+UBDx9rtiMsNq5DzVsk/uoXPC1abn68+e8ftfe4vn717xgXfO+MgHHvOhJ+cctY0tvScbI6OraEkblrh2KUU4M3x00If0dnEVS4LsO77IUQCpKxcntnnq4sRXA+nkxH1SIsTlKB8lYJ+kd3y0AF0TlJlXIR3jkx5x5jRsSWiqxCYvKHkw1TyybQk2bY5Fn72y9xBfKAl8skbScvieyj7yGhkHFeEGYsiIuAj/3dCGtAka4VSUXi1IM+TeSPZwNygT/oowK2NGVhCqxGSmjj7OdcrzlRAkPiuO4MAOBORBISt5gpAiTGLK6iFjFQQZsQtZMItw2ytf+Pq3+dzv/j5vPlvSrTv+8O3n/O7Xv8mnvv9j/IWPf4iziUc0peWW9OqgqMZUfUFjynZ7IB1jtDd1UvUjQWW5UR6mw97b6SokrRTRlV1t9luepimi5HM+MojJnTr3ZKm9YjMXNxPTc+LjoQhxQYCKiF4EtyOezNKRnHot/VoKTRhWZPVaOyF9j/n1U5ajtNi3r+d53lFX7BziXXlxzzsOEGlGWtmcpZt2QuMnJT8+bgd36VvdtgN809I0E7zzhUVHezvj9xQ7pcU3Dte0+KYZuu/cVZKplTV1skDMN2PIZPG+Rki9CeGvvXHBZ7/wVf7j8wvc7IRmNmG5WfPsrXdZd7/Hyckhn/ie12j3WC+JkZPWlWgFDc4VuIdg6gNJFKJSqK2H+8srZfZ1TugDbLYd227Bu+9O8U2g11vzZtZ2RFFRE8Vr3nuWyxUXz64Qbbi5Wdvmq6+VdvpM4Sr22W0DbTNhsbzh+fMLvFPm80k2DbKJpPVUvGhE29Ntubhcsuk2vP3OguXUof0t3jl89EW0A+gEO9lSQTpb+VJP38Pb7zxj2nq6zda8q0Wj/kvsOLTbAxB68/fr+p7Liwu2m47NpotuYuMVQbJLVuMb01x9wHvP8+dXXF0tef78krfffhbNzpCT4aj2lQkUF4PwoIJvGy4vl1xcLJhMp1xMGnrt83H2NdzJKA7JeycuzLz77gWT6RRxLYId7ZPDY6oNKkn/q6Wjkzh+7777jOmkRejAQ+csrEQINEFpgsNtPcHNWErLF776Br//xjOeeY+2pscP/JStm/CVb36b9//eHzL3wqOJZ6IpY6/G0yyFHqELJrIWV9fc3q7o+575bGpGvJPc72HoqRLCNprHLdPZEcvFCh/PWntIeSUNJhTh1fc9m80G13ds9RZPG3E8loeS1b/rlM2mo+uVrgtsNh04xXXRKB8c21fiwbxro++jo+sDvSqbbUCkrzZi0zxCY552peyRRenpo8tXMC/9baf0XY+XHqc9TtPB6kJIK4jSZfu975W+C2xxbLtAwNy2ujiZUxickibeTOhu21tfNNB1ge22Z73p4ukxo+0NAe0D2gea1iyFvgu0bZxH9bDedNyuY550DZZnkR6N8KAxtRzlgAbfK9vtlq7r2Wx6eo1MHN3gXHSzSqawMUhkMOfQHtbrLeDYbCzU1Eu1YlpvJ4iU0KY4Fn1nqc5DUDbrDlxg0/QEtzUG65VJ3+BDQ0fDEsfbV2veut7wbtOyCbd0fWAaeia3K+arDVebjuvthqk09CHQRE+PEFdAgzi2PSCOPp4Es+k63MbjvSBVxGwSR8mYV7am/YLgfKDrOnbddu4urxwPpgqNb2hmDefnp0wmQmAL0oA2DBhsBxahnbR0fcfp+QlHRwfYEVj1IKUSE/eHGFaAHfjnm2s2mw2PHp8zn88Gk/NMIHtwYGhzXCy3bLs152dHHM4nhL43SRzMtzEt22raRkifzrFZB/qup2lazk5OmM3iUUpDpVWMXGf1hGgHbzYbNpuew/kRp+fHNE0csJ05gy0oeRf3jHo7Yun4+ISDo2NOTk45Pz+L8w6b39hxR2VBRpNsjvMl5xxNYzFtjx6fMZ02xlhOcKFI79qsjbyJOOh7x+J6yWTa8vjxsQWdSk2UxVAXUlqJOI1QYbMOdNue6cTz5PEZ0ghbH+jFGKwNiuscLjRsaXHO84GLp8jvf5VnF5ds5z0bVZrNLYf9LY6e8ydnvP/9jzltPLNeadRiCjUxWDTte5SLi5abScvZ6TGHh/O8HjBksJpgbKbbq6NtWt5864Dt9oH2IS/p7OsS9UK2aLy3cJXptEFpI4jlrJKM8mqOJUC/9bQNTCfC0UGDdztultVnWWQICo3AqnFMvHAwbzk8bHedOaQ2DOslE9gGaBsjnNnEM5s2iBqhuHRuc6zPJKB1OGUvbpwymxnMh4d2ysjYYhjr7z7OVb2Da4G29bRTx2ze0PiyymewJjNTdnAHMJs4Jg3Mpp6DeUPjS7iK6m77JiTKHs9q5fECB7OG6czMTzuf1O9YHyqFwRRbEJjOHNOp52DW0MaTZXZxXa+uRm2o0HrlaiJMJ57ZQYtrYIJCPCPVARIsPASEIwd//sNP+fE/990sPvvr/OE334R2SggdIls++aOf4Ps/9l0cH8w4BGZDK7XMox1sFVbtir51zKcN89nETOMKWbuWn1Vm0XI2bpYj5WHlpVylog/4nomp/VKSh3S9pJ2WjuN3TdGvAdEOoR8cm2Nl7A0SZ1Mavfi9QzSYOWcWNlUTFbEOCTd9c1GPJV8CAZx08Zm42RyXKwQLFQ3EgEkaRBRLAC14V5xWy3pYPaeKtYQ+xlt50ykaSLaJatZ1OfojHzZB2aLItUlAMNyZ/11irpKlIuNR+nItBiVKDPnI0eN0mFnuGaaajsQaowzKEUcdDk/1ZCX509pm8qU0DCZhYfgK4AJBDKcuhuqbZZ+0sY1AC3zofMpn/ouPcew2fO4rX+dby1vOzo74yPtO+Bt/6S/wvY9OmGDzSLNQfSHOHJmRcNJjWVSCtVtR83D1NV2NBv9IW/zxLXIwZqzhtUJsVFeqDg4+zNYcbo0NmWrnfcbPQfFGHZVdcbT3RvaklwTTvnd09L2GqdaPY/jTI+NrWqxCsWXzVN3uwuKw/zIQ0XeVMRyljgy1Jk2TPFVqgktPln4VMTtsvdJ3I5h2CZbYUjK5DapqFzUzQxTW6pg5+NgHHnF+9mk+8pGP8/tvPOfpa6d87IOnfPfpAQcSmBCM5ZO5Fz92nQh2oS593I3iGOPuZcsfU+rsfcAMr2k2RfYZV/t0ZI2EffW+uM37rzmKm408AKdF69x3/95m69sy/LRV0P3eEg+VnqXhWgCMS9LWdYfHxBfbzb/vwmFtzg9F7uBJSex6F1Kiho+C04kwbRxPj2c0H34/x5ND3vdoxtPzCY0GpNvS+hhXJg7EVhB7oJckFCRaVg9hlPqZl0L2TvkTZLB9z9z33D7twOjz1aTKfin1ojr3Sbx99+67th+SpMkGXuSv3Lf6/Vqrxmt3dT0LlvsY6CFtDmwp9uNUBs/f1VojpmH7OB+eIMxD4LgLnKDMe8WrZSTzKdOxd6gzg7fHjN+AEXppLba4N0rj1cdyX/kOM1iSYOMi5fYOrHdJ1VDdrwZOZXR9/Mx9dY+luf2NDLA7YNpXqkjq/EoNSwXP2KKsoZJh5D3YwJffbvR8auMOXO+Y3DXzpMu7fZTq//2A7/s9riF1rvKLGL2SNMq45YF5Lhbb1RCPJ8JMyUkIzEJH2wWaTmlcqPa7tZjie1T/ixPVjLXvey8vyWBKSrxoP0sm3LQAkj01xsSvDDII5cjQyv+tmD7jOUepS2oizYS2z7QhLx7UpaTokty21G3raBgUSp6B4bP2bmVCDcalhj9GEKS2kwNvhgVubte88847vPPmm2w2ax6dn/JdH/xujo9Pit9lPOdZ7/DfLKcwjvEz5uiUuDS2ri77C5JN9/KZNotLdTbOOSVGxRRjKVJ8I8tlGWjJ3TDHYSc0LkaASIMPPS6m2GuQeLZ3xG88SURE8Jns0iIWuOgPmZK2DporSBsCkXwjx/16oAx+BV9EKgGhBbgcAhGyvLGb8TOOc15r1CKJB9mgB62lv+Rnp3nulk7xtL+7JM5+M9CywroMh+G1mgZrgrWCpMJo6AN9Z8Qe1FI3O5URg+1KwrRKpdEmTKt+vcLnXv9Nfu3/+7c8e/tt+n6LhsD3//kf5Kd/+qf58Ic/nOs0f7p02mXBfxZ0UhiiFj7l2rAY/FXag6xdKsERnZPtED2GbQ/QLBTLozYRi7Nv31d9SOSfFrpwkUe1MjZqOggoHYEtwSnBKyKWQsDgTs7JMYmtiykLIuMEVTsHPOJGIacRd8kReDBupmtD8orJgm7Q6XvLqzFYQl06pypZHwOa2qOiI5TJz7I+SnXoUb5HPOgwY1DSHlaD7H1lX0keHymXR9rjcZJS54zVwrA3qskjHFJmKk2JZaR+rdZsIS61x62OEUMAdH3HwcER7/+h15i0ni998Yv861/4BZzz/P2///c5Oj7Ci8u+n855VEcmolYt5+YrxGY0VWEyaho2Ca99ODD5WQy7pIETnalUxurQxDDHWpSS/NRqsdjXtDBRrmdYY+VKSm5jwKoEeg/BQ1/lyvORcaROYhDAi+IloOLYpvEL1cBX/ZUh4graRE0KMt7de3F5+TlY5OI+ZmVKJpap4eQlvb/xehO0OFHGaWf9Su5oTbGKhmIiuuQsKuQQlocWRyKS0krMKDcw32umz1JdYto5l2YFUW5WllCBplTg8pwqEYVGn05L3fbDP/RD/LmPfZSjgzmTtuFj3/tRvvCFL/E7v/15/vpnfprT0xODszdzSbWqXSqc34nHQeuZuZyL2jx57e8ZO+eKdhax3yQTU+qApLqFdFh9iO0k3IodPSwJJ4m4x5LM/suWUuyLiieIRTYHAYfPbdj+10DKDb66FJUQARch7y/uX2CyUJ76kqVJ9znN4IvKKzn7CnYqiPPprNsoGQj5gIa7SnYECWrnLAfy1kWeow5cpTQjRCHvA4eghN7SuKUMSQ9ZvnbOTNLQd5Y8JTJGygmokHMMpr7WkbgW8GzOztDTd4FmUjyzh+CnCpLKi9vRMWSi74JpI4Hz83NCOGY+MQfax4+f4L3n+vqG7bYDTVmZjLD7rrdYtDo7wAgHKXbJ5K6ZDaqWq3CYOLMiqDvGrpiHJlyblB+I2qQem8T2fxobiTD1veK9Wuo9H0N+kg0W5a5LDKUei7zEzoeOWrHXNCaWBDAQz9yu3J7yGFA0dNHeWsZLqOIKy8sS3xRXgl7NAunNJ/YB5ZVXEbOpAJC8M6I8vyvosb7snNA2jSXSl2LWyH51lr+llODOOZq2zSe6jOu/F/bURp61W+35155toeT/AeC9o3E+eq9LqSrhZafDniKF4/ttYyecRJ+5thHWG3ukDz2//du/xcXFJZ/61I/x5MlZjCYoxNo0DT7Gw9UIGmJOdpAiAo1vaZsW74tQMRPZDR+vGDdpeYPf473L45bQuE/7Da5Ejdk0nqaJ+QWJXvqSH6HmkThDyo0452mbKa1zWQMKnhRDNuatZMoGFI1+mE3TWkbimm6E4rVSVzHathDnzNR/IK29komYpOl2uyUEZXG1ZLVWxPc0rsWF2mgYAhjPR2C5XLG6WbFY3tCHYDnrsu9NPbFVG4D4Mx3+cL1csVrdsFgs2XbThI74USTh4DNOGBTPer1hs9lyebViu96gYYuXaOZKA1ofcB4IrouSz9P3yvXNjeV5X0zswIvKl9IGqqhBJ0Lfd3bfebbxwIwQlKZt2LYuaiIlbLf81r//TX7u536OJ0+e8OlP/xjONSwW1yTv9MXimtvbNTc3NywXq6zhzZQLRQulREBpMQGP0HC9vGF1e8tiucbd3BDY0DSOxjW4OguVJv1nEr/rA+IcNysL91gsbqNgHXqgl/FL1oA94bDDH25urul6x9WV4D2mwSJ8pmmT6VrYTKN1dL3YcrtcsZq1eBVEt4j0OB8ZLQUNCTG1XQd0hN5D33K1WHK7uqVpGvptTzFDU68L7KAEtUiNnpbGT7m+iSFZD+Sw97QP1vc9221vJ42stvSyNofRMIr41GLzipjkv17ecHF1hXjHej21Nb2KoGsGo1odUoXZ7JCrxYLF8jmT58J01USmSrv/FIk6sE/shrgJNzfXrLcdi+WSzRr6bhUdPx1CC+pjVQGVnuC6OGotIcDFxXMa781RVwSJYfeknldE5pzQ9xak53zDdttz+eyCzcGBEYQGfGMOuL/xG6/z8//qX3Jzs+bv/J3/lg9/+EM8f/4cH2PCULi9vYnC5ZLLqytIAYDRXiumjslu+2WmlHcTrhZLnl+8w9HRDOd7Alu8k5iDKAnEOKmP1kkm/KZhcXnJbTuhbSdmamqIixWpvWK3WpiKnVbT+Ald37O4uqJtBWGDk8L8xohRC4lkEzfVKziuVz1XlxdMWkG7LUE3kckS5k1Kh8xg5neItjhtuHp+xe3tChHYbKZZ4tt0oWauhMMe8Z7AhEl7xM3NislkOnqOCs7a9HnJnBxpjpRMIu88bes5Pj7CN0qnK7x4PHW4ilYTT5Oyzlkczu36huPjA46ODqPNXRPFro2rCBpgMpkRQs9mc8jp6TGzWZuqH5k1I5tJsZAObZhf3dBsN5wczzmYNWiYIhiDOlokpgJQMYfZkL3pW0IX6Da3eO85PT22cBFKlKtke4MBXKpmXt3errm5vuHo6JjD2Zy2bdhs1/z6r7/Ov/yXP896veEf/MN/yH/zEz/JyekJ6/XaHG2dLUacnB5yeDTl+OSA09MjRMgni1o0QY2/tMVRTCyl53o15fhkznTampmqwQIVB2hPMj0KSOfAOQ6O5rTthOOTQ5JhVsaPwfjZ/FgQaXDOs930bG43tBPP6ekR3kueG91bxCyZpl2zvFlxfDTn5GSOMMNpKAySlG9lcua5mgr0PZNpw8npEQcHMyRoHruiwUrve+1iREHLZDJnNp9Sr1Tud0x/SQZLJUlGjT/SUThHRwdMpo6glkPdV44pA6pPphsWtHhwcM3R0RFnp0fRvKkt79HsnfReoG1bNpue2WzG8YkhaqetwXvVFYE+OObzGY2Ho8M5xwczhD5qwJgtXaUaLEW1R0VweLabwM3NDd57jo8OaRpvJlKWKendqAUqIeOc0LYti8WK46NjTk6O6LqeX/6V/5d/9s/+GQB/+2f+Fp/+9KeZzFrW61sODg4QKTnRp9OpHR01txNCvB/n/6hSt1XZrAoOe65XRxwfHzCbTW2fSHXkTVLDT9SQJlmPjg5p2wknxwc0jacc8aWjz1JH+tvc9iwPbplMPCcnJzSN3/POqMQqRIQgK+aLGw6OZhwdH9CmvPIa+50eT2MXt1CC2Ipt1/U0bcPR0RFHB7MI1V1tC9ARUAINjXMczCdsNnu01x19eDUT/SDIaQAAIABJREFUMfan3s+xqFwLS5AKoQVQBqOX9sHSgsMwBVygrDSUF81cifUmnOYl8yGD3bWimFcNRUpuhpjKq1o0hlr7xTTZJq1lsKpkpq/Ejcphd/eTa4Q5wjCfN/zBH7zFz//8L/Bv/s0v8QM/8P382ud+jS99+T+w3W547elr/L2/9/f4yEc+YpgJgaZp8tGxqS/AEH+DpmXwLeE6L9CkEBEZyuYxg2WxF6W+nXFdL/JUVsugDptnpctJUwwPUbhHgw3oJi6lSRyLiPss9WXoiZMCZx1CygKRN4rzIs3dLsBKWt6yfVJb1r8rJ8duLa+WMkCi64lL5wVH5Md9saB7XDO0EEEaEBcJNW3eGtT1JLnqhQIMT7JMR5SGEOqHKjjvNztyOi5Nv6KHgkqZgwlxih0jq4Xcpg2WHTCXjsexhvdgPyvx0qalAVAmk4ZPfOKH6boNZ2enTKcW7b3ddmw2G7quQ1Xzucp5z2pnxctwphqSrUgSVKmv6dipnPatRnEIO7EKoKa5kwCJZnZ2NRKbZw29acz6KMRcWTMJ7rxprqN37y7OgKdORBNC7F0AcSFL1qxTxCK/RCTDWc72NqvDzv3WcqZA7JjtgmkE2+CvXfweUl45Hsw2zof2aup30QJVqZAyvi/FcmRo5pVnSu5yKe9kZn1YZ+s6i8sLWYpn74Q9PSj7ILXWGGreMvBjeDT3rTZhnEDXB548Oecf/IP/nr/7d/87nFO6rsN7Tx96Gud5+vRphFmzULmPKAeZk1/4TLJmZaC0xzhLQij5QY6twproc8VAWmRJzdWbvbWwfJkiqcKkOVMoe9WBokuLRktadiicZFDHWJclkkxZz0IWTruiaF95Tzk56kGO/J1V+P6hKtoqxOQjRfsMHhs1SK4ztRhU6ft+/9TrhR2wTmRmwQYibT7W+3KFMYbtD4kkSbd9wEepGTWypuNpUXNSjXOy1157UkhShxHMXdflNms/xIS77OSb3a9qs2s4FnmTNejgWi0g78ZbxRQJjXt7XErSdCXxaIQ7ryy/HHOBpV+oGxeJCeDSyRF1+9G8y8p6bFhp6cFeiq1wWU+LHkpuL3cAX0VA+/AynOqNQNDheyIjs0ISMkobQwCGknPwxMswV3o5ctbASkpjFM3E3TnV3RK+mEPsag6BtI6eCTkydAq10BGlKtWWA+T5ykMI0tJb64CiRsaz9V1rmF9YLWZGS1nO1uF4smf8TNJXM7tsxhaoHmoiFgtj13oqgnZEfZKelar9GsLKItonHKtvtVvX3bO2YXlgbvoXV5aG8SG8XYjsPZQ0uX3PFQ0q3UvASfe8PCfvq6kGuRrmmolHINSLATWjvYr030HZK6BPkyh/ySr29ftVcPoyII9rv6u1++rcZ/g+tDyQwf7sle8kW/1J1VxWOtJ/dw337r2amV6Fsf4slPcqnlK5awLyZ7H8J8tg/+kU3fM5vnbXe/vvP9Sk+s/lT7/8Zwb7EykvvQLzgmde3Uj605H8DzXU/lMvu/36Y0h6M0w4um9has8i4R1PvGiJ8DtDLne3P35O8qdWn3Udd9VV+Rjk1ah97929nlXVKMOn74Z9uHKi1Owre7G8b2zq+/XM624o6ztudFUGizcvW+o3R8sne57YQz0vzdujGu4FfffmK3nT5xNaByuLEtNLpr9RkzIc4CAOfIN6Pzr+5x4LW8ge9+IaxLd24SXnJHbGcjzVJcKT4tpyjnutYXYkVKXf4tp4iJ0rfid7J/GRFOO5QQFQ75G2RV0Tc8fXPa/6n5E4XlVtENfa52huNlgjG6xKWgmASgO+IcS2syMEUnuIVf2N3yWdgmPvq6u2M0Y9roAaXBbnbNy8I53yuW+49/GBAHiPNA0482i3jWSLTxwz81gM2XFbTTxZx8JV0grkWLikNV/BQorStoltf7nRgk3yJHKMO/Pyzr4JILXAvdv1luXimptbS5TvpAEaO6Gk7qhEKR53wq8WtyxWG9rrNUEs0ECKx2XVuF2w0HPz62tbz9X1muVqw7Ora6632zHA9/EoAc9idct6s+XqesO2D0iw6E9Dla+qsiVvzSj3dBtYXG/Ms6BZ0XihbVLuhxFpqGkcc0a1o4423ZbFqmMTVqiz2CgBO5dYTMelVfag5pqVDm9w3nG5XLG4XnO5vOH51SrGw1m75kNTLy6nUJAEjOdiueL6dss7V9fMty1OorNrcqKpvE2SkJGseT2L9Za1CtPFrYX4aCLtNH5V+z05nYSIY7tRrpa3tFuPnyxxTQlFquXCvj1FccJiuebmZsPV9ZogDhcjJb1YchyU4i1DnSHENOdiccvNao3zN2w2XWwrbbOYJ0joA23TxrwhHUEDzk9o/JSbmw1tO0ekpEAA8zDJWU4rsF/e2be4jBP6ntV2y+VlS5ANgQ3eTSC0eUAqlFnuBufAe26WKy4vF4hv2Wy3uBAJbKdVezcnmQmByaTl+mbN8vqa5pmnnccjhySYF3wa6D22qgiotCyvb1hvOi4WK25uAxK2EGLCHnWo+khcaiEP0mNJWVq6LVxeXOEaTxfscIamdTE5TJQ+VbuigS70eNegApttz8XFgtlsSwhY4GMwAnGaUnoboXSBeCKLUeqkbVlcLVkul1xd2TFEQfuIKYkuXYXILK6tJA3yrmF5fc3yZkl7OeF61eBSyH0ffRHjJnASjDkHifN437Bc3tK2Pd5fQwg0pNPJBnrSxq3vSSm7nWvoO+XyaoFvPT39IB1BPUZprykzJwrOcb26ZbFc0k4mdL1C18W05P1AQCcfxBC1euhNsC+vFqxWa0SV9WoCxNiz5OMpyu3tiknTggbEp81xh7gpi8UN5+dT+q6iq4pOx+XVfREdkbAmHBwe0kwOENfhaFBtcEo5fDoOtvkbCq7xNE5Yr484PTrk8HBO49J++/55RehLDovWe5qmoes3nJ8dMZ23kbjiZqDezWAIBGlYLDa0zZqjwxnzqeA0mDRG4vG4Qj5e1YGlsXQQHGEr0PX4xnF6eowIMcI35kmKwky0OAn3fbADAwVuNx193zGbzTk9PaLxYscGQfwsQqzXqPmCbc62refk5IiTE4tCODs7yoLPzNsSCg8SBQ9oxo+F4PfdhvPjY5ppY+EmjpyIpspeHc3C6I+IQ53j8GrKpG05PTnAC/lssX2GnflsWlyZd47tBrYbC1c5OzvCReGS+pvoJXunpCkJijhH2zasNx0nR3NOjuakozqdBPPqdwZ8Pm0t9T1E+8MJ0+ktZ2cnzKYtyZVqs96w3qxpfMP52Qlt0xBC4PnFM4uaOD5kOp3y9tvTEqc2KPtp9z25Sjnnmc1mnJ4eMZk6oIvzrzGDxc4m4e4ER8/qZsbJ8ZyT4wML+IP9/KV2gJvz9r4d56Msrz0nJ3MODubR9DP8Jsm7V4M56ILw7sE1bSucHU05nE2MubOJ5iJxlUFKU2pR6LfQrdc47zg/mVu4iI9tR4Kog6oRCB1xuiis1htWNytm8ymnR3PaJvlrR/OQUkev2PFH0X/aiTCbT2gnDbODCSdHc1zTZEfrEnCZ5nPF6EhSve82rG9bTo8OmB9MEpTmna7VtEnLHCxpkj4I82nLdDrh7HiG987CXO4wyRPcGs3I27VyfTNjMnGcnx7gvNul1aq+mmxTiP9iOeFoPuHkaGb5D025Jd7K79V/AWIuloB3cHQ052A+zW298867/Oq/+5X/n7n3/JbkuA48fxGRmVXP235oj4ZpoOFJkKARjUiJRpqRONJI2tmVRpr9MPt1z5l/Z8/RrjS7c2ZWJCgJkIYSRdBKtCDoQBAAie6Ga7R73pTJzIj9cCMiI6vqdTea4J4J4HW5zIyIG9fFjWuYmZ7mox/5MFPTUzz33Pf58Y9/yNmz9/Ge9z7B4rzELg4H+O3AzdttpwwIKqfSGmMk9KF2ktzR+OC4UYLRKkF+FLgajY1RwWNjDn35t9pDUMIGHJoaoxRZ8HLANZzPA270VQU1uZZKiEZB5iscOuc8giWbAcAm3v1aiQrqbIlzEsJgQthHuGcE2USCWDH/aPy+Rfo2WjxStIuKNOA99f2DlAshMmFYDqlKI4GOocaVZ/To4Bgdrk6QTqS0RdkKYxyFFm5vnRRPCCWOU9ct6wShtJHyS7mS18znHZysHIVFQyIB/Bjl1UW4Ga8iTuKHgcmF98rfkylFpv0YlAIbIo7am7mAax6i1B5uzvn9tpI0FZIqwnH+/C9Yv3aNM3eepCxLPvfZv6LTyXn0XY+JSuok4Y82OtZkayA7ud1eVinVpOGy1kbxG9K2NVNScb4O4SBKCZI2KqHPxxdXaZzKtAKrHcr5zEb+OimB5PmTk2c3Po8ujjV99SOVrFi1V+echLlL6VFvbIljl6qPLoTDO7ErKWc90vvgxhqIVinXwjiZWgjmDFKlFgbjEToQl0rUj0i0hIhdiV8z2mE0tOIsfe4IMVYG0eMIBccDXJyWsXihK/C3oYSULz3k1zNmX3AyNh3g7ypJTOjXrQnuTJAkzj0kLdVxLtrVSBZhv0Yj/oEpsY5GWCvrld2oB/sLLDSlKgWoDToFldPJemrlmbV38EaxuDjPIw8/xJOf+yyff/JzXL16hU6nw2/99qd54IFzGJN7C6ql3xvI+pE38/XawyiruaWDZll8FUMNRiGhRiDSGL8tTeIVYpAhgLW1XBsRTLiL/IW6XVYQ2K96iOEJ1zufs0whBBVf43vGXgnv/V5HE1KEhftcs6oqLI43QNA81xiH0c7HxYUognTOjqYEAa06zGIwUH7f1gJl0oSBSF5XlxBicxrX5JezLQKVorE2qbsWJLzcZrzVq3FeDffUKFcL4/Lz1VgvdZWHte/DpbXVvBTGjf8pF8fhvCrnCH3gmdqt/YWx2qpu0hvEs5FRhdDnBAy45AQOyu83tFJeSFip11x0eM+738Xy8hJPPfW39Ps9fud3/jUf+MATLMzPS9SDFm2n5dg91ne7ve0CfC0TboIWN9JIXXwVCZN6LjtvFtUm8dJuNUvI7KcIyTG9hDokd8ctzSa6kicxQJEL3eTuJGNUvFWPAtm23mujo2CTnI51rFWsdeC7ia402qtqiDFNmd38nmZhCl+6RgIkU5TclYLgsmcN6xuaG6H4Jg4tRD0HJtbS58K9LTiksMXvo0IOD0b6uXkLGkJkHqr57lDg+et8MgisreOWIdMmjuH1N97g+rWrbG5s0O/1uWNtjdmZOTQ6noNZFyRgSthhci2AAL8iVynX+vPWODUCcu1llGt4ctASlZvwl96bXPtLjTGOqXmqawGL+H0E1cRO3chr+71zztcqDt+GU7XRyNhEcqqgoY5IY9owSkfYfPaMMFgQWxpGew42inYdI7jT0bRm5iV6TMSaXN+MzbXHmY4tWcvbXbu4boc+JABvZARBo1SaVG3WSmFryw9++EP+5vN/w8rSKh//+MdZX1/nwoUL9Ae9SIwOn7R14qgaTS1t7zCBCdrYcO6igqnbb8C1fC4tlD4zrWepxFwbYyTUAGgM59PlDLn1PPTD+9HXEOeVIokkNUkfrFv9eNk5wqNVe6hpPxDPnrxcoraW0tZSvNRvYp0iFASRV6Xb6Okk1Voj7/2/EVYhk/wklNY06e7aIJU1aQq9R0J0yZgVI+89Gvn8JOn2JwFCArtxVtgwATWRQG7MpprHNa5qgY6S9Q39+b1HSAPnlGiMzoKyCq2kBO5wWPKTnzzPk599kq3NTX73dz/Df/yP/xvHjx3nq1/5GhfOX6CsB14CRigcMspxDewd90UMEiEc8I1CMQ5PK3SWo4yJ36sxVpu+T9g6tIAZkL1BCrxRQrVeHWIw8Qf2slAtTudIESLtP8xFrpJrmoRdgdiag9EY5Be+11JZJHBS5YtmWCf7QH8IIPnWo40/EEqqdoQxBwKi9VvoWT56zh1+9j84FxhGYDbKf0qcAwJcInG1/S/dIXBqqUyTrkmIOnYTxhVgN+G7sArN2D3sAzwnnRM4T2hhJA4xFhHSbMOgP+TixVexzvHpT/8273vifUxPT3P+56/wwosvsL+/T1WWGNMBlM/glUqqlKDGx/Arq3A5ynkCQJQSs6gxObVzOKWbM7AbDDQudgC2ay+S82wqRRA38hrHoUCyyKo2zdKOVE05d5BMQRGwSsgtSKAwRGHQqjVk6/NYaKPFTK0NtZPXzJg4rZQ5hU35ZPCm3HoCnOKoaUmbhm5Fk2iUmiCpVFPzqzX3BMbE3fCEHXBKWIc017w0z54A8+QR4X1A7UDcLTU/wCsZd9CrQ6ZjhcMo7fegUtdAa8O5+x/gzOk7OXnyJDOzcxR5zic/8SkefuxRTpw8ivH5KAnGHN1W/G4w27fnixjSezU/NOANnF2h40F0nuRNL/2kKwdbewNeufgmF19/jSObu9x95wlOrC7S9Sf+qObQNZxNRd/pYGTRCqfE0TZkgnJp0pLGnaIlwW0g/hGLqPJqRvzOxlv8OVgCShXuF7N7c6icIncgaOWTgsp1V/d6vPbmVV557RLT09Pcf/cpTqwt0/WH6FImyFtPMdFS5ry/kqCW9B0qvOBhEC2045uEBmGVH19Cn7K+3vDRujeVQi5mlooyX6USJNwTyKCBhZRbCjxBIamnQyUU1cKjMEgVJH8y7NCn8ibVVGi5AG2XqrQqntf6RRdiUXLwj4Nut8PZe+6Kpbi8TzbHT53gjpPHxNqpg502ML2UuSVR/B7d0p/fpi+ixdmmvlcDDt+Ns5S1IzcFmYZqWHLt8mW6M3NMzc1hjeHi1W1+8OIFfvHGJTb39jCXt1h78xofeOheHjh1jKkiQzmHsY5Cg7M1RvvD0XAOg6JyjtKFjKwCbJtOMFHPUqagFNQWrKtxlRNnVBu8ICwkjr4NTjYcE8DVDlfX0qeVsYZzFmF0DcI4wDhF7RyX1nf5zs/O88LrV9jYLzFqm19cHfLEAzWPnFlmNjfen86CTjIFBwuhcyg0dV1R2xJrK5yzWKuT3vxIQ5qxRNoAYKEqS7DOnynJd0qPyu9m7jYSgLcm1jXUtWTFvckuPhS4c04MCyFRTyg+2MA3IpK8DWIpXQvl/RaVja5jDufVbD9nNerp7sfhZK89rCtqV1O5CksuFkGTUZUlm1ub1FXFkbUjaKPJ0IC3OEZGZsUK6dI1bnvepu1tO/s6BVVlqSrtTZaaIjcYFE4VlKpic2ODC6+8wnPf/Q5aKT7+m5/gzuVFtvuO7714kWdfukjdnUWvnOTA1axv7FH+5Bd08w4P3LlGjuiRBuJpqvIjDeif5QVFd5o8L6LJ14wQ01jzv+UGOkWBAjp5TqGVPFmZsWtV7DMJhSgMnU7Hzz1rTM4pUactg+vbB3znpz/nexcvsaNnsPMrKDTPv7XB/sHPWZx5Fw+dmiZHAwUe65NHNc/M84yiyH2lknbIyui17TnINKa7HfpT0xRFLkelOpmsGn+CGXl+t+hQdDp08sPQp4FVS51S4ktZFAV5bjDZBMvsyFRGZ1b4ued5Rm5UNPNMaqmcMVq0nmKqwzSOTrcgM819WZGzsb7Ol7/yZYwxPPzww5w9ey9Li/OYLI/wM9pgjBByOsLDFOPbrnBpjKzL7u4OFy5a+oN9rm+8xasXX+WlF17mxZ8+z6U3XueTn/oUO70DXnnzMi+8uc6PLrzOFjnk01SuoI/FGcuFq+v86PkXqPe3WZiZwmDJXI12VczcqrShtqC0Znt/wPrGNnZwwHS38OpKoyaNpjJLm3WGN964Tn8wBNunW2jkgNuJdUlL6e2gdkh1FdHZXSWcc2NjE1Bsb281h+URERPuphSlMfzsjWt8//xFrtuMen6KuuhCbVFTXc5fvcYPfnYeNVihQ0nHOKwdEmoJh1RteZ7jnOPNNy+xvb3N5cuXmZ6ejkRmfSEDY7Q40TpIiyooxJq5t7fPxvYO/cEBRUfqkTnnyLXsEdsQ82VybY1zksfxypWrFEXB3t4eRZ4LAQZR2Jq/o64bZ1+lNMOh5fq1TTqdjL39BZ+bvt3jYQlJtdZs7/e4fG2D/d0dNuemk4Nq0axCSSRR22TutcKfO8LOzi79fp/NTXH2xUdDdKem2Nvf5+WXX+Y73/kOa2trnDt3P4899jCnT51mcXGVxaVVtrZ2MHmnlfbuRu02jBxCvVrBYDDg9dff4LkfXOXln7/AT376HFcuXeLqlWuUB/usHFllc3eb//7lZxhkM1wZaN7oQb1wB5UeUBWKngU9rNi7eg3eeoULz/+Q2W5OjsVQkyvA1ZIyOvchCjpnv1eyt7/H/HSXPEsSvo0QWFiwJmGnRZkprqzvU5YVx46ukOka5YY+HktjawW++ANICRyrQ2GIAqMN29vbKAWzs7NYW0dvDqJ6Js2i6HemOb874NW9IW7+CP06Y2j2KXTGXG3ZfutN2L/OG7+YpjPcZzZ3DAe7sqH2cUllVVIUBUopzp8/z8WLF9ne3ubFF19s+vLZhsWjPmS5FV93hwSU5lnOYDBgY2uLhYUF8iJDGyFOVVUY51o2MlHO/QGzlmOEzc1t8szQnZmVOlu1Fdeh6MGS5muUMShlMDqnri3r17fJC8PMbNFSp0NTSqpIjn2vFXu9kmsb26wsLzMz3cVVJbhKHMBtHfdzQmCZ7Ln9/toYw8H+Pr1ej9nZObqdAmwtezrrKMshu7t7bG5u8uKLL/Ltb3+LxYU5Tp0+zdmzD/Duxz/AzPQCd91z73g9gEPabfkiar/BnJmZ5viJ4xw7cYSVI/Pcefcxrlx6ix8++xzP//hHWGeZnZ/jsXe/CzV3hBev7nLxBy/y6qW30IsVdGeoTQ7Dfaac48yZ0zx25hTTnQxXDii0kiA66wms6FDXDm0KdvYP2NzaYm15ianOeGTvxKE7n49PF7xxaYP+sOLkyTUKU6NchfgGZmhlwGUNgekKq6TQtnEFdV1z7do1lFIsLi6KR7lpJE3j6QFOaQ460+gr21x56TxXB3323Q59MnKTsV8O6RaKE3ed5sE7jzHvBsxSY8u+EGou5VattVHdmpmZIc9zzp07x5kzZ2Iqt0BgOriYRwkmjkvBkLG7u8vm9jYrqyt0uh3xSnAO4yzGjSSoUyLBghXNWrh69SpZlrG4tEye5774gx0jMOckS7EkHzVonVNXNdevbZIVhuXluUMl2KSmtGb3YMCV65usriwzNzste0FXx6J4qbM3ZLL/VIra79d3t7fp9/vMzc0x1e2inKxZkWf0+32uXLlMVVXkec6jjz7Ke9/zLk6cOMXqkaOcOXMfBwcleVFQ/8okmBJbQFlCVVYsLy1x8s41cv0QpR2yv7fL+rVr/PQnP+KrX/kqWMfp40c5du8DLG/1uNKr2fjhS2ztbjDc22XgoHBDjh6d4/GHHuSJB+9lppODFU95V4uK6KzFZOJwqbVma2efy1euceLoGjO+usok6TW6YA5REZdWrzIsS86cXmOqm4kpwNWElAek1ihtsd4yZtAMhzWXL1/BGMPq6gpFYaKETGzGguNK0dOGpY09dirFl5/7CXube9R5l4G17PcPePeZk7znPY/wgTNHWDKQO1DWZ+9VNqnEKK9aa3Z3dzl37hwPP/wweZ635ilSzAdRBsJKdgjX1zfZ3NrmxMljTHWKxjJoQ0R3Ajt/IK19nJl1ivPnL1B0Co4fu4Msz4WuWipiwmC89U7GpRkOaq5c2SDLNWtrS61o7Buinbf6bu7uc+nqOkdWl1mam/HOxsHoZuMs5Yk+LYTfPljn2FjfpN/vs7S0yMx0NyobeZbx/E+fxxjDpz71KZ544gkefvghThw/KhVssi7dzhQvvHiB/rDxjbxZe1sEFtUwLU6btRVu18lzOoWhoGB+Zo7ja8e57+z9fOQjH2N9fZ3VxSVyV3NmeZZPPPEQVVXy7As/Z6u3T9bpcvqOVX7r/Q/z6Lk7mZnukivlUdmh8wznJYPWueRfULLRVwryPKcoJKap2YcwdlaRNokSVl4V0eRZMFQYlFVtEymAMjH+R6FwTjdGjiL35YtorGAKGqSRZ913ZJ5PvfsByv0+333xFTb6PdCau+46ym+871EePLPKQteQO4cZlihbozodMDm19X6DsaKKinuyTqczQZ1yyd+4qiXz1WLgyTNqP0oTbolY6qIBJMaUAVlmyDNDUeQobfA1zZO+JhGMf6jVcn9uyPPsllWtoOabLCMzhjzLMHlOphCLKFaKq7dITLcgYZ2TqGUfsFt4A5kChmXJ4sICf/qnf8ri4iKrq6t0u12cqzxj8w4RzlLV1RiKHNbedurswAkl8l86tc5RIxVINAblNJ1imhMnz3D8+Emsq6iUJtfw2MkVlj7+Xh46ucJrb15hcWmJc/ec5pETqxzp5rFGVcgN4bDU1qJ1hnWSz17lUiXSmMwXYpfxNU6wTQWSdIEgcMLw2ed594CLZmhvdndIJHJtK3SuMdpERJdieA2yW9c8exTBcgdzDt57YpWjn/4wj951ipdfu0J3rstjD97FPcePMJc5Xn3tVS79/EV2Ll9G1RWrR09w6p57uePYCanjleSiD7BvSWeXoFM8/5Pzw0juXo2qrbiqyTliQEdPKM35QCS45OwcrY3sVUXWi2eMao4nWscU3gk3VDcBCXrENcQ4qhGOzikUHvRYKMcGotXK+G0N1pLlZgzxXeuv4RLRkOItv8YYjh8/HrWB0FJjWQgXkr3orbW35U2fGj5dRCjVvsovlqplJooQVOjQtkZrzQN3LLI2fR+X15ZYWVriyMo807qpTRXCM+QJmsxoqrqWjERKrivLIdeuXWFwsMvpUydYWlqKAAm5O1IAjU9JxekErV35cxaHIE04SJX5Oq6tX2Pz+i6bm1tsb29x5MgRFhZmmZmZoqpqv9cYNZH7UIkaMjT3r8xw5LH7OXfHMbKu4cTxeYb9Ht/88lf5l2e+xM7lS8zmORmGnf0eR06e5pOf+jQf/OAH6Xa7YzB/uy2sm8w4/BNuFMBPAAAgAElEQVTWzsXzpvT3uq7Z399nfWODnZ1dXnnlPGtrdzA7P8/C/OxhVvIWFMbe3uCeWHNOB48LG/eZeZ5z7fp19na3Oba2xpGVFTq5EaK/6exVtPiONq01ZkzrScmoUdNj6aZbaL+Uq9QkKnZikImiV9iMnIZnSoIZLYoZW7PgSlZ0zZz1+yzv7No+v0/EO8Tzh8tvXeLvnnqKg709fu/3fpePfOQj0Yx9a7nbD+FBkaCIIf5FXrB7sMM//MM/cOEXr7O/v8/29jbLy8t89KMf5UMfej9zs7OTV86BBEM6qDUMDXMOllzNdN7BHAz56j/+A0/99f9LJ1O897FHeei+c2Qq4/mfvcyXv/4Nrly9xtraGg899NChBoBbbROPzMIjnWtdIASn6Pf7PPvs93nuBz9gY2OLt956i/mFed66fJkPf/jD3HFk5Zci+tEWGGQgrEBkxhjWr1/nn//5n3njtdd44P77+P3f/R1OnjgafTtv1n456L39p/xKnH2d3ykbl1iWfIFyZ6WyvHEOqgpVW1QtuwBlaPLPRcUUhh7Q1jlyo7l2fYN//Mcv8q1vfpPr16/y6KMP8Wu/9mt0Oh1vtbp9Lh/UTTn7aTheWVUc7B9w9NgxZmdmOH/+PM8++yzXrl1jZWWR9zz+bkxIQZbCQ4HVPlpagXIaW1eYckDHTvHiD37E333+SaaKnD/54/+Zh86dY3V5DYPhwceeYGN3n6eefornnnuOe++9l6IQK+avJD/9yDPDJ+sNLvOzc6yurjE7O8MPf/Rjnvz8X2O04ZO/+RvMz8+8Q8gbhqKiGgeiwtW15V/+5Zt8/9nvcf4X59lcv85v/PpHOXHyKI7ETe5/oParITC8ehVC+r0qXzmx6MhvGqcKnMqRPIQ+r53X24Sxet83L5atr8D4zW99i+8/+ywrK8tsb21EDhe4XKpW3MqA0309pGdq8ntV10xNTfGxj/86s9NLFFnBpbcusbu7y7e//R1efPElHnzwAWZnZyd2UCmoVIXCUZBBpugUOQe7e3ztma+wceUaf/a//jEf+uCHKfIOeV6AVRy5Y5pHHn2EL/7TF7lw4QIHBwd0Op2oBt8Okd2QCEYJzCN5p9Ph4Ycf4r777mNqapa3Ll9ibm6Bv//vX+DZ73+fJ554D/PzM297LIc1ca+SvVdgmAAvvvgzvv6NbzA7Pcvyygq2lvNBVzucFsfx/9EKY7xjBJbu0rz5IEa+gney1QrrZINYKYUqOuhOB5XlaB2yXoanqUhmkhjFUhjNKxcu8uSTn+PkiePMzM7y5huvo3WTBDJsglU6oOSpoWm8Z7TRYokaCajMcnlT+bPLIs+55657yExBVVnKesjMzBS93h7D4aC5ccIm26IZ+tFpFBXgjGJ9/Ro//smPOX7sBI+/+wmKYhqAuhKTg8mazXW3O4XWJhpXyrI8XF30hpaQE6WV6SrZcyU2DBlpQE6Ld5wGpRVFnnHkyCpaa2oLg2Gf5aUlaltTlsMkzVuqb96oBTbc/jcOXzXXBYPS7o6o6OvXr/PxT3yKr3zlKyhbRc/muIcM45iwHCr9PDLM5ns3Yg2eNHZ1yI/jc79tAhMbgbfE2LBPsj5pG+CC33qINNJyruUsSmm0rRn2dtnfF08Mo50cKCPqj62F4PK8Q5bnGJXRH/T4q//2X9lc3+CP/uAPefXi6zgrOf6kKLY44TbL1iCZiqJKgdNYW3Nw0Gd3dx/qDkZL4kqDxjlNXUtNZFNk4sdmaz8fi9KO69ev8otXXmZldYl77r2bbrfwMB4/H1E4OmQoDJkS91FHzdXrV9ja3uS9Zx9ncWEZpQx1VaKMFmnuFFcuX6Z3cMCpk8fFtcd72jtbJ9Y626KPlvWChKg8brjae81b0R0ad1YZV/gkoGuiBZRSZAZ297Z59vvfoxz0uPeeu5mbm/HzlAAY582KKjpp+oQ/KqQdkH05zo7EAPqrrU+kqjU4S1VWfOtb3+QnP/oRjzzyIOfuv49//vpXxUPDVojHu2ng7wJjEUYVxu6CPcDVPhNwwM4ALtuALRocHSRGjdp6b6B4oUQPqPi+xbVuk8CSQQROiJ+ExidE8XsZ74JLCGPJnHwzPNjnpRdf4AVrmZ6alkE6R2a0mObrkrm5GU6eOs3Jk6eY6nb50j99kX/5xjf47X/1u3zsIx/jbzefosgLcm3I/HlZXZXgTew6ZLRJNvFKK8pBxaVLlzh/4SKvvjpDJ7NoVeKqCu00WdbBVrC6usr9584yOzeNzpW3hmo2d9Z55pkvcuXKZT7+8Y/xwLn70VqJd/uhXEziUTLjqJTCuZrBoA9AkXeEAaHQeQZOUqRdfusSP/jB95me6nLs+DHyoiDYp5sSss7/n4YTxYhSjyI+1MevlXXiHxjWr8kFJsiToKVoA550FDAcDvnOd77Nj3/yIx555BE++MEPMjs7433zvO7igv9horJ5sIj6J9eE6pepJG6kqbwao3nllZf56te+zLETR/nkJz/B0soanY6sUadTgHPUVUVmDA2RKJpQVhWtxQp8wpy4mSEmUzqMwDyTkfyPowGwja6lXEJc/vW2UgZYJ/nhLDaIsmRQXkwrhXina88BfJyYFYsgDopOh6LTJStysiwTr+VcDi+d0iiTYUxGlhW89PNX+OxffY7eYMDJk6e4cPFV3rz0FsNhyaXLV3jlFxcoaws+sT9aCgSIJ0L4MzhliDkZjMYYQ1YUdLtTTE1PU0x10caQ5wUzM7Pkna4vFJChdYfd3W2eeuppvva1b/DwI4/wbz7z+6ysHKEsk9CZkf+0koSltvbqjJLwlfmlRaZmZjh/8SIbG5soo0QNNBlbW9v89d/8Dc//9AU++enf4sEHH0Fr462bWooYxGMBgW+ofS0hPdr74DV7WYdn8D7S1xLCOIhxdcHBWPKlAMjnTBt2dnf54he/xN//3Rc4eeI0f/AHf8Ddd9+NNsY/3+HQKA9jB8GIHIMzw1mSMtpfk0RXK8llJfjlUDpj/6DP177+DV544WcsLixSDmtefvnnbG1tsb6+yS9+/gt2d/dQJhwqy1rbWCXEk5VrwnaskxyeIRGuc1E3wSrVeg3IbS1U+LyIKk16kzRP2Gm77dTZKMlOZIwEh4W0bg2fCImwm5wIGCMezwqm5+a4++xZFheXWZzttoYVrEcmM3SKAm00Fy6+yuVr1xgOa/7mqafpdqZ4+aWXuL6xyRf/6RkqC//pP/3vLC4uUpU1eCA4VIzVDFzFdDKOnTjJzNIyp0+uMNvJfIZYF5FCAYXpUBQFDlFrN7eu89nP/jV/+7dPcebMGf7g3/4R9957liLPPdNwo/D1zhCa2u/3BHAaZQynTt/JBz7wIZ56+m/58//z/+Jf/c5vs7SwyO7+Nt/77nf54j9+kfvOPcBnfu/3WLtjTRYahIkYqcwSwB0zfnkTrjDREOOl4r3WgdIZxuQ4H3wYjTpebmkVQ2zjvds7ezzzzJd58snPo5Thj/7oj3j/+59gaqob52mdz76kiP1DEzxJJGZJdiRj1lHdCmPRJo/3XF/f4I03L7G9vcd3vvt9fvbzV9k96PGzl17GViVP//cvcPzkCd77+OOQmTheRXOInKZ00CYDk3vY+SjugKfhHDBpNVWUIRmQZbIPHQ4tnW66X5zcbo/A8KJPSc74uqwolcWqEu00tRPRHDbVMYjBE6JSUDlHUXTpdDrknWlPDC7mSnBB/dGKQTnkzjN38Sd/8mcc7PdBZ1RlRa8/5NXXXuPkqdPce/Y+nFP0B0OcC94acaXl4NiPo7SK2mqKToep6WnyXFSLTCuU02CFCdRWLIhOO147f57PfvazfO1r/8IDDzzIpz71KU6dPE1VSRJNrUPaufFWW0dZlSilqR30B0Mq65idneUzv/d7bO/u8u1vfZvnf/YiU1Md6rrEGM1j734Pn/k3v8uZu+6mNyzJjMFay7CssGgqC2VlqX02F4d4oZigNIwMx6GorQpZA6krS1lJvlvJvuv8Ptkl0ky85//u7/6eL3zhC6yurvK+972fs/edBRT9fuVd52T9qnAfTsalhGydVSgNZW2patDGUVqLrsI+Jxmv6LE4V9HpTvGxj3+CU6fvYjAc0i9rrm9s88alywwHfU7fdTdzC4tU1smCxbk2r4HdWAe1s9TOUVvHsKq9YICQbXgUYtZKAYiqdlidNRELt9hu28hRWxj0+/QOepisxjKkdn2pbmJTn7Bmz61MiG9y9PoDDg4O2N/vk3fyuNmUShc11ocRZFlGbS22tpy9/xx5XtDpTNM7GLC9e8B3n/0ep8/cxT33nuWtK9d9lK90b5SJefiiccg5nMq4fG2fytWYzIEdgisxTvYeyplIlNposlzzz9/8Jv/Pf/1vlP2atbVjfOlLX+aZZ77M7OwsJ0+e4r3vfS/dbjHRsqeUprQ12oiLUb8/ZGtjm9nZWaamZ/jYb3yC4ydP8dprr1JWfTqdguPHj3Pu/nMsLh/h4mtvAFDkBdZZLr11hevr61x6S1zNnBOXLpyjthajhJuomOUq5EPSaG3Y3T1ge3uL3nDoDSdO3MGcxIRJ1K711lnFyy//nCeffJJXfvEKDz70MM8990N++tOfkWeGO8+c4cGHH2RldVnmWZUo5esH+INr7bcIxkh1lfXrm2S5Zmdv2xPmeLN1hWhBlqWVFR5fWsKi2O8P2N7Z58fP/5T93R3uufcsw7Li4oWLGH9WCq7JnBVxUCTW7t4uvf0eOzs7dLtdv/dqyLDVHGhVY4xmUCpMNsXVqxvMzc1JiNQtENrbDLhsENVoyLIMlGJ6ehqddUFPoTBYa2jpHnhpgosBcbsHPayDYqrLzOw0mTYyUR/HpLRKjTfUdcXyygpG52id0e/XnDp9mg9/5MO8+/HHOXHyJFlmsOF+pb2erNqHv8phXcbWvmVoK6amZsizKbR2GIdE6zvJBCr9a6ytWDlyhMcffw+2hG6ny9WrV6nrmrm5WZaWlpienmZubnYCgTmU9gTmLV2dTkVd4QtnzLG09AAPPfQAZdVjMBxKlLQ2dDoF1jqqqpboWx9xPbcwT7c7xezsLLOzcx6+wdm5lSCAJjNVOFM0oDIqWzM3NydGAmWxdUWmFLk20YoXjgSWl5d56KEHWVxYpNudZmN9Izo6Lywtkec58/MLaGMoyyFoyPx5pMBctAKFoaosBwclRWFYWJz15YtSo4Ek9qx8Wr88F7VPaY3OMra29+hM7fOe97wHbMnZs2dZO7IG3g0vrcriXEhNB7VPN2FRGJMzNz8v8WDOyp5QgNiMQ4kxBFdhjKZbG7Ksy+bmDibLWpbFG7W3lfRGthkh7gaMyeh0OywtL1B0DI7Kx1LpKJb9WP1GNujkinx3n2FZsrS0yMLiLLnW3j/VNcgdzLoJAjknBQS2tnvcf9/9PP6uBzl69Aizs7OoRP9vrJjjrXKKjZ0hg6rPwuIMM1M5BhVjf5Vr+wRY5/jwhz7EuXPnoLaUpeXateuAYnV1kcXFBVZXV4XhjPDjAIHacyZxPRpSlZaZmRmWl2f9WQ9otRCNUHUQ+y7k7g8Lr1iYn2dmepqFhXmWF+dRxgTyib2qCH+VjEMYnZR+qlhdXaTbyX3uZMiUt/nGvaQwp9nZaU6dOk7voIet4fU33qQoctbWVpiem2NpeYluVw7ArV+vUe5uvQFoMLAMhzVFJ2N1ZcF7048yJeWZuUs8e8B4SbjXL/m3v/8ZZmenWF1aYrpbgGy7xXIc7qeRjjVQ1QqTGXpFwcrqMtOdPBqZU1tdunaSShycMxijuXZ9iuFwPJ/WYe02UgY09aeCVch4R0kpX6cS6lYj9zdooH0e+ExrCVVvl15Jdt4Nsod+c+/CPTMzzV1njjLVzaMaOqHbVvO2jJj+ONMIcRNCE2UcSR0JNIrF+XmW5ucBUY8XFhbQWrO2tiJjpyGmyXCTuRtE+iscxihfmYZAS8EW4J2dlWcyjW9n+E2YnMJEi1YzhsQXZWQMCfNxjkwrMjOaySu9X8Y0MzPF7MyJ+Jyi26XTyTlxfE0sosnz9SHAV34Ola9MopVrqqtMvGf8O4Ovw4bj+NE15udn/flnwKn0tnZaufCT8bDLtBjoQoqECfYpucfbkSROhDEXrpu1X9KTw8V/03etahshky4JP/WYovzZQ0yNHZnuhH0MrQtEDbQ1rq7A5bE2V6ujCa/KG16UH+cYCjrVSvOMCs+1khQUTV03mYXELzDzXO4QMKnkeTEBlFeHwzGNH/+k15ZwQuAWsSLVFRIkUcl8wgVNKslkjcKjE7jHX0IuSdd8Z60cBFurfRiRaaaoUr2lYWbpCsZ5J14fjQPPyOTT7/wjFEi1GysVZ5qMQx6QyRrotrIs6+2cqH4jEkhFmLU1r+CT5No/3XJ7R30RnUf84FPoEkngoClFikq4JTEqFQJ3Ja5ORDIlngbWBR4d+kkP8xqHz2CiHn0l9BlO453ngMEZF4UvaRkeSZMGLdRDDIepE6A9gUIU6SmBigQeToFSrh9+i5/9qqYp1ZSvYKNbJzXJEPz3DRhVC9nloLWpFkNybQuD4o+B0Jxf17BdaF8mz3aRYaTSBH9gLUytDnHjrbkmiuyE7wLeNFWnDU1Kn8jcR2aRuk7FwiEIkSpvhIkMt6VrQJLx8LbbO+qLKG+csLmAEl4VVC5U8fUF9DwhhnipGG0QFyb4Jnqk9uw3TF7sQ/5E3gVOmCzGyHfpyb3ssQRBdSSA1N0lHYcfi69GQqjqovwhe6qIhAmMvtIggfLZ9qQes1dLXSJAVMM5hf6bc62Y5dA1pYbCs1uSwzlQYT7p2RARdsqXXI0VQZMxNs0fIKYU5OKxdPJdgGEooRusmM3IQxprf/TvETyk1Glc2vykm+fH9w5ClHsst5SabxKKB2L+ftesZ1OyyqKp2/fHOTYwSJnP7bZ32Jt+lPMEzMFDO3AYOXcKKbdSztMgZTpR55lggw2yOCFAMEWMm3BEFYDfDKtdAC5Iq/HxhEPJSGTo5H2K4u3XRpoEInNx3g7/mPgIh/PhLcJdAwI2yUVDHTM11k/62TGqMwcilnl71dx/2RDXqC9lClvPIpUwmFBuKqpXKhCX8903erP38aDJ1Azeq3gCYR/WwryTpYnrFR4R5h6y4wYdvNF6lAuSP8RkB/VyZBwtXLy9dtueHCpB1DCMKIBHDUOClaQh7c5jdyOO/b+e+7YW2p+aOpWcPfidfpBxMq5RZWni6FscWXmEFV7gotRt8t6n0qnh3c6laBEINkXo5jYXn9N4WEgxCrGM9vp98iyXonz+GAOlKMsSpSRvRaPi+lg153yeEA+BFGnj2kyAh/OzVgqnBQ/DqIL/4SSYOb93EncmF0kxwis8vI39qdj0rwGefh1UetHNmvg3Wm+lDpXjQmaoJneGh3qiYUipqLDeRCNF8JtMgPOOtndQggVoiWvpKK47T1TRQ08pTziq/QyVPqu5W07QDS4kftHaF15wSS7ygO6TAeZofJ/b+cuD8poQWXRla/vzyRKJr2SjnI30H0QFCQEmqphoTJLDxCkfkmFMrLRZ2xKt5NzH1X7uWmGdHL6HDEmBiFxEchVn2HhHNLB0CMjTEkTCLLwOoVKp2Aw27EUa16PGpSysabNebQkYCD/4GjoUVqsIqxRuN2tyl8H5dGxORXblhY2khyNM21m/zk2cYci25mxMhdUMNErAVqe/VHvH48HCpzYPl1fx4A6YHd5PILKIKMkiOE+QMXbC9+MCgaREHRBvXLy7BNmCoyc08A2b9HbTNOk4ZWxyYAtETR5ayJVqVf61QUT501ozGFR0OgVXr17jpZde4pXzP6ff3+PUqVOcO/cAJ0+eplN0JKoYK4fgShyC28chKulStceQvA1KRCqBA4LL/EfXAoKvaaM4G1KiaoMrqFxpa4+vGY9nDrcqOFTqmRLG5v8JSX5SLVnJusWvVFCs4+4/CjrHuFAIj0+ZqJQovjUvDvhlCcy1P8SD5JZXV8JBU/VWgVTZ0OMm7qjeBL6ZqnVt5JFPTcBFeobT5qzt0Sikb4Gx8uPwunsgujAzNcLXVXi6HukvhIS0CTuVZfEBTlQZYwxGwzPPfIV/+tIXqaoSpSz/9KVnWF0+wp/9h//A+9/3gejVEOColcHZAFfV6isWHA//BMqIMAvH6m2YRs2ixR0S6Rfk+4gXQ1y7Rn+n6bSBjYow0oRIABX3sbfSlMebFO4xWIRokAnaoWrWJBC4UxqngwYCoYyTDvNODtkb6TiJmm6Nwm6fwALDcCn6BCXsVtxI2kTX5ghq5DXwujahacTXsFV84RbHrgJR+duUV6ViH46WRGwxDRek32HMd5ywI8Di1ESCB+K4446j/M6//gxn77sbcHzta1/lrz//NzzzzFe5+66zMaLYWutjOpVIUdrawxhTce1XpQSZQoaucdBNGnt4RMrckmvisoyvWzh3i9P39bnaBzW3uG7hmV76CgI2xp/ITEi/ChLPW2PD1kSpVHuOEnV8Hz+uMr+d8d4WgUX+HN2mVAyrTM9rxlpCH84nwCEi9o2bUqYVO6mV5FvHHeY7cINnaZDDQ9WQjkqSh47giSxRcJgVJAnj1oGr3qi/8G98riCY5AqUdNTve+IJisLEyOhOUfDNf/kOb7x+ie3tHY4fW0OBeM0YjZQc01FduRHMkxc/h0DYqpkzhz8jXKMJBNMwopux0zD3xjU1qPWaW1Wz0uac8fc2cwc9KjCTOck8RXqJ3dA5FcNVwnJPYpTKr3zwuPcjwHmjyq20249odhIZOxxWDAZD0WvdEIVB2fFssgJYf96lNIP+kMGgpN8f0jsYiLuPmtCJn2jtvdGdFSTr9YYMBkN6vX7ciqQLJkAbX0EF1CiGgyFlOaTXl3QDIVU3IU7J0XA45cQw4I0BdQWDwRCtNb3egNI0CS+jkqR9olKlcNhYhM8YTV1ZqrJmMKjpdisODhxFnoOy7O33mep22N/vsb+/z/LyKlorBoMK6/OrDwYlZVnR6/Xp9QdonQUIE8peqyg5GsYgMFL0egMGvSG93tDv7ZoD73D43loJ765lnTguDwZDFNDvDxlqg3ZJf63e/CcHIXHRoGfp94ZYa+kdDGKSoltpWisG/ZLhYMigP6RXGIySM1VcQ8Dp2jnlsNqJs6+FXn9AbzDgoNePcIoOBhOaokIh6dazLGc4qLwnz6+QwIKUdc7S6/VYv76JyiqcrsgwUJvWvkDu8Z4dCpQ29PZ77O3tked5TOCiwkpFV5ZmEtZasiyXXBk6Z3+vz/7eAevrW+ztZ3Fco+AZHbdYvjL29vYYliWbm/vs7+yiVCW7EqdEKobqKsrhlMWq2kfaCqLs7uwQNtFGazJv3TRK8sZfu3aV/f196tpKammtolppa8vOzj6nTp3m1KlTOGe9VKrJcs3re7s8/fTT7O/vceedp7HWsb6xRVmWgGJra5uDgwO2t3e4dm0zVroMhKwDLBwQyUZM21prdnb32dvb5drVgizPvYuTI1OMuVBZB8p4ArMOk2Xs7u4zHJSYYlvWxZE4lzvaa+eitNQ6pyot29vbFEWGorzFoxVkm2Y0ewc1u3s7dDcNw3KIsiXK1dGHVKSZicciTtXU2onztF/3QX+AtTV7Pt2ANkEDm9Avkg2sqg1FMcPu/gFF0b21jGX8kklvjBEP46LTEZOyLslUhqrHw1XAh1Io2aDXpaXbKeh2C6amOsLFVECMNMOUNGslPEbqTeXUlWVqqku326XTzcaPBSLXHB+7JaMoJLf81FSX3NQYVfhELE6MLy5shK0QmK5wTgIWncVXJTF0Ox3vOCocssgz9vf32N7e4vLly4LwRos5XhnqWvwXq7LmjjuOkmUapTLy3PhoWcvnPvc5vv71r/O+972f3/zN32RhYdGnTpAzsU6noCgKOp0OU1PNYjucz0gc3MDC/kNU4mB965YVU9NdOp0uRScHLfOOactbsGrgWFuBTafToShyut0ODh/mA95I5IQpIVKhca8CRYbRlk63IM8zOp0u2iR2hbB2oc8xnFOUVU23I5Hm3U4uqrutJebMIepjUnrK6gqrfLyAyqjrCuWg0+nQ7RYCFe3PyEaEkiiWglt1bcg6XYpOIbn9J6UMmNBuq7pKHXKJouh0OywuzJF1NE6VZGgJWJzAEWyIKtZSIK4/6DEzO8PiwmwMjGz35bzZRA5XtQ/WVMhGeTAYsrg0x9RUZ5yQvE6efh9U1KpWXF/fp6wUc3MdpruFBCnW1l9jgrIk9ymH1ZIc1TkpIleVQ0yWsby0SJ6ZeHiptaIoDDMzXfr9+wEnxd6dxWQZzioGgyHr6xscO3qMpaUFssxE9fEv//Iv+cIX/p53vesx/vAP/5AHHrgPY6Qap/YVGWdmZuh0CubmpllanJP4JBqDU8sQ6MKL8tcICZV1yeLSPFPTOcqrv+39VLAbetOVX3eLZn1jk6LIWVyYlcIXqdO08+umiJ4bsV+nGAxqer0eeW5YWlpoqlymixbIU7V/MUqBGbDbq5mbn2JhoUumnUgwOeDzwrM557S6xmrBGeHbwkgWF+aYnZkSIxlj2248e0CKP0iUfp4Zrkx3GZZNfpWbtdtOGeC8hUYpRZZJ5xYnBDZmpveT9XV1M6MkkE4LwptM35AjKCRSV2nlwxUgyxROVRijyAvTXhvf7aQnhg27yRS1xZdh9flEtJJ4tnTTHBaKoPgY6ho/FkVeZGRGgw9hUMD09BQzM1NR/XHB5OUZRFmWzM3NMTM9Q7ebk2Wag17Jf/7Pf8nTTz/Fffef5d//6R/zrkcfjYUG0kSqWe7jxzSxNlnsRzUyK844CDP/ldae4I2iyJrkNLINDpmV9BgQtQdzlgmxGyN1Aw5Xllzzr0/jUNU+TCdT5LmemA0ZOFR1NJLLCGOgyDXGS02RYDpqp80eTEkqQIwkvUVgVmSGjmdMY9v/OGpxKsDjtEYssNbW4+LukMXg3/IAACAASURBVHZ7Bfh0kmfDuYiLvsy1/2VMwNPsRAXYJlaFnNBJoscLAoTcev5purkmEM3Ebic1T2CqSvqLblyN71rza3PGJ32TnHW5SEAhdkgWwWca1lqyb3kTcWY0dS2h9YNBH8cCO7sH/MVf/AV//uf/B/fccy+/9dufZmlpgVdfu0BVW44dPU53qhuLkWtP3OlxlEv0LEeTk1LOhhoLjLzzWTlCUljXeEM0e7CGw8RDeK+2CYK7Fudv7gnPT75xzTprE4izwerJuUwmfac93giBqXidA+/4HBYh4ET08khmFP09om9sqqO2+xW38KbZECZzi+32zfQuSKTEEIHUym0Ui5TgtFSyd+l0Dwn58E9LubDzueziQiv/DA/ESQuikn+bPv0InfWVG8NIxAnUpbp/fNPIL0c4nLZYW2JdTeYVeJ08N+THt9Qydt1EJ9XWV9P00vP69Wt877vf5aDXo9fb43Of/Sv+rttlf3+fu87czf/07/4d5+6/D6M1tbMMh32G5QDnkUq8FSTc1YUYoYkI6ufqM8UGD4YAFUmcM+KF4XSMUpY6aSExaI5TEincbAhSJuVvd82rSJnweziMrhl3lUr9/13re9EAnbd+Nn06j5SBl7igZinrGY4vragcylUCuwCr0E343BL+8myLBIfWdU1taw6D72i7bRVROInkFQx4aJ13/wxnShO4gfODtq7Guppxt5rx+0BUMpV4ucvCpcQ6acIT9nX+GwmYtHFcWmnvgDuyh5nQgs+g2EScV8uCz553QI0SULw1LFZ8CX1/JhMH3rq2LC4u8Mf//n/hY7/xUcBiMoWzjqqsWV5eYXFxEfzzjdJSuC5VqRPnT5EyqRQKyOxll/XfqyQ7kvKoOyEQUZigXBR8IFuM1bk2Uxpb8/CtZHKyLslHSOKuFB4XkFq1o7ECgQjCe4surjnLDH6UyqJce4uiQ1CKZ8yS4bfRVhopZse2GnLm1YTsaO95c2uq0i8hwXCBuhsgaDXqPDQ6EB2/Uf6gN0UFWp/aRBMSsDhnxU3IOX+mNiE+aWLf6Xey79DKobWL0lA2vIfu3Gikn4w/lkmKFlMvuZxkZkpFoagVOlqscMREogsLC/zGxz9OVZVRrXSJtO4UHV/8z6tZ3tUpIFKsJuMXxqUSzAXJGwhQ9iCtbLpO7hk7D4qRxIoQmT5aGkorlcTaNaBKIxys83shB4RyREpWzaCbiB+ZnFhtHXI0AuAkFUWmIHphaO/R792mnLc8Zypl2Apt/Y5US53mgC0q0+FQtpHQiLtciMwOkkSjsdHfVbxgbrXd9kGzSNRUSMcRjVycbo5c+3eR98mH9tPGm2rrHIf2Odr36Hf+L+oT/uPos+JwVevu+F4lzwAmO7o2w1Ut5FOR2LRWdIqCTlEkHTuiucKlEhFGD2abgnrp9ykrTohJ4Q+/b6biJHDyn4Nf3ui+uS29JmkMKq6zp1Wcwiu2rs2UPZx0VO3kmcoimaW8pVDZRi432w4xxytV+2EEc72PvgvSEyJxRUj5Q9LUF310ds3nW1MP4VcR0RwX9hBCi5g2isyKJuTiRlJk9KOa/PtNv0uIKyBAGrg3wguSi5k8x5SBjN/cIlHXvjf6NMb9qOj4Ihn0GIHdWkvnOXKvm/T9xAmPjvwGqOV/daPOu+P9i8Bysj/FYZWR6pLOk4KrwVU+EapYB7UTSaeqGlNLPWltiYU5LL4IRGCIKqjs4RB+JPLABe/WdN4p02bku9tr73h9sHHON+n30Wt9axFZ/HLkmamy/naR7kbDuQFCjiFfco0bvX5EAsJNEa65fnT+tzu/lMhvpFUknwNhHIpPI3NsCasR5pIyq7Ho23CHAyosJvpSKiVMRXk1T3m/L/G4l32QRaFNjjZ5Mibvp6JCCgIV+/byj3Hn4lFR5Zp53QhUb7P9CggMDkW4237OiLRJfx9D8BuNZfSZ44bmsSb6w02eFa5NCWQSUb0duNxMMt8K4RzyvWKEOY1y8JF7XAJ/dSN4p/O++ZroeL3DKhsDWlSiGjunwIR88HBp54C3NncZ5oZSK5bmC7Q23mXLxjCUtC+VRjnfcGyT4HCzudy4/Yok2K18538ZExYquXyS2vJ2nn8LxONCLzdSgA4D/KRnhuek+zGvjiQb5RvefxMzppqkYk8a84RHHEJCyTeHX3Hj2Y9IsZZqGcJLVNw76/jXBEGm2TYket1glabvFFe2+rz06hUuvHmF61tbzL05zYm1Bd794N2sLcxQqMwfOttWvxqfh2pssqOaxui4R/ez7Xe3SnK35SoVnFZ1sCap0S7HrSwKSM/nguWurl10YWpf3XA3QVDn0yw314T3TX2OW56CxCT59NyNxbsJtkynI6NJ8pyHUA+lW1bH5jy3UVFCM7opm2RtgIVq3dfuMSXEEUR3SW2w9K64Dl4tU+0xhF9rKwaROlSHVN6Q4q1ok/ps7g1nh5p06VUCqbb+2MxFayn/o9BgNZoCQxNhDIEG5X2pNJWCq72Sb73yKs+/8halySm7s1ze7XFlcJWd2vLRxx/gyHQOwJQ2MmNv5EhHE862lXfSDvSkx9YtZTRyzBGWIpjoJ0VqTGq358kR1hA52a4rS503BgAbTtWBdIElYkP5FOsKraXGlfVMJx4et4wJDlQoLSNnTxjxCRTVwFHVaX/ps8aGLl4WtcbWDlc7qkrcdxS1bLRt46DaaKaiwoAvvROTXgqSurKWbLUhbKbVozcha1DeRy6ev2lfxqdleAzzl4xHzjU5JsU9qomFCgzG1s3hNoRjh4QAg/NrAlajDc6Kc7BVRCfhxKAfZzKyGpIvRInaFpxkdZr4BggH1hK9oAgVLgUHjJxN1QqUEZO8Tu52cqZqleLAwc/evML3zr/GeqnQnRkqFDZ37A72ufzTl1laXeT9Z0+SFYbKQWZBp2gEONOk7zbeFUnyvgYmM4lk5CFO1dS1xhnNcFjL+k+oZDqp3baK6BwMB0P6gwHXr+eY3OFUKSZXp7zDbzJO1ficKaV8uMUWSml6B30c6cFnklXKOZQRHz6NVOfI84K9vR5bm1soZel0c8a5uWqS+qfDQOFUwc7uLmVZsbGxw8Ee2HoQyxdJ7QMTPbKdqrGq8nPIcE6xuSlhInVtJX2zCoQ5mk7Nb9S1IJnWhsGgZH19g3JQMewHT4awYM25nvIOrKEAvMKRFwXr17fY2d5jc2Obq1c3pAg4Npr9rStxBFN15glMpLP2hfS2d3YpinW28gynrM9m5VOaJQeroL2kc5gsx6HY2NggLwqcl8g6lvRJPV4kdkz7uty1Ba0yyrJmY2OT6SzHlBXKaCqlqXwKbefzalZVic0KdlXGSxcv8cb6BgedOaqDPrXKKZQis1Bu7/HyxUusTU9zx1RB19UUdY1xDu00IQtiqWuscuzubtHv96mqmqluN5bJEgY+qhVYgvNJbXOK7gzbO/vkWXbLVt1fbg/mJam14Koaq4Zop1BWt3ThcLGNKolmMBjQ7w8YDofxYFXpUcT019eKurJobaMXc1mWDIYlw7KcWOhCKcYILDSnoCyHlGVNWZYYFNaW1IjTqKs1UCcEZrGqknwOfg3KsgIc/X6f3DvcOh8Q2aQO9wSnvOSyoHVGWZZUZclwOGQ46PvBtjze5LMTAgsVSKwVT4rhsE/p7x/0B3G+WmtJKU2FwxKyZTUEJt43ErAosHfOYpF4tJAMNmod3qhRe8+NzIqFbjgcAo7hcIByGu09VKLYcA6nQ6037REUlKqpKstgUKIry6Cbo4ym1IpaKe+M63zGXuUPrSxGw3DY49p+j0Heh2yawlaY3jazZU2mDThLXfap6gplLbXD73k9gSmL045yKAGb/X4/cfL1DhOt80U/F9241GlT4myFw0x0UJ7UbmsPFlqe53Q6HVZWlsgLsAwxKsO4CRiPit4JWit2dw8wOmd1ZYW5+W5Ubw5rIe02ThBpZ2eAUppjx1eYmsonGn4O4zEWw37PMqyGrK0tMtPJabt0jkyUxtm3RlHXUlkGHEsLC3QKI+WFbrITFHxVDAclShlmpmdZXJyZEEngRm+SMTjx/lh94wgrKyscObLGHXesYjIz+d7WR+X/V3SmpjFFxtGja1I4w59NpmaGFA7Rq0Qraqfp9Qd0i4K1tWVxlYu+iiPDTp4SnJIGpUKpnE6mWFuVcJUSYgGJDDBYtFVYZVhBszU8xfOvvsHrF96g5ypcNqA36JEP9jh1/Aj3nDzGPceWWTSQuZArsT2gGlFVt7amONjvMb8wx8xMR/xIBbqTmbEHoEWRZTkb65tU9jAn9fF2GxIsRLfKe5MZ8jwnL8JGMsMwKWVAwyC0gn5WYXwN5jzvoCff4nvEh5Y0IMsyyRGY5zndTme8rxs9y0FW5DgsRZFRdHKa7d9och25Kaj0DigrR2YkHUC326FTiH/aKFKlg0ltJ9aCNhlZllPkRfQsT80CUZbXiQHIP0NryYiV5zmdbieGqxw6gOR75yRwNTOZL2aYRy+HbJQppff5a4aV7N90llF0OuRGN7BLxph+BQ2DtIDJMkwORdfE2sphx1dgMUFLttDNNPcfW+UD585yfWefl97aoderKazjziOrfPDRBzl3ao35TkZXObJwY2LwkWAV6UdqgWdROITqLIe1MLYg1/M8o+yP7/kPa2+DwAKklVdH5KuQrw/vW+gvmbjOqfd22K/YIJ7jzmUcSxze6hZMvEpR2wprK2pbU7uRM3nX9Df2SCWPsbVU0bS1z2PhESBGAjvil4GH+d5xtcXZyicL9SrRpEl7yWCjxUp8Ga11Xve3jV+5j5IRzciHjnhvhGgc8o8U9a8mJF9xVtYB1ZRDjbm405wcAS5e/Q6e4nE9gorg2lQSNU3nkdHZpm9/zQ1ksBgUApY6F1Voub+mMav4vWgEBmA1y52cX3/kHpYWZvn+S5e4vHHA8twcj95zjHfftcbx+Q4FzqftrmiwTEKFJFmpUHeoiiM+o838RiVwgzPyBOt80iXn4t+ttFsgsMBbUj4T5iCfwyZf+RTXqtW5Gn+aEl8znCTyb3z0/IYzOQAOPTuN98R25EZhVQmmxOkKqyTaWAcze1CnE6kRQloCGWpKNGExiEB3ID44ERsb2eVD7vx8EaOAwtdnpg306HYlRhDxIHegQoIcIbCA2HVdY4zk7Ld15d9LYKWkWgiuP16Sa3BBsfJjCFqRU378AfsTp2rlCdDaOjJJnCfKeP0ok1ORiIz2TtLOtnwjRtsorgYmEhhScJZu+737NQzpw7TkGekoODU3xdoDd3L/yjKvvbnJ0TsWOXFkjrmOkeLkNhB/6jnifT39KCMjTTFsktqQDnxkMuLrODkVxaR2OIGlMA77AE9Q0d92BDiNHDmEuhWkmWMlJsd6ydbcF9Eh8SBoAhy9tKQGXQH+GQQfuBAu7icQEMgFro5HoFpCIhJ+Efpu5hCQLQwnSBbiOJpxRUxt7mXkN4RMlQpurglzSelZCWzqqsZkmY9kdjGqOSVQwnhU8pAETs2Yknkq/DlaujSCzKN7l+QCIYyWWjDhmlYLc1bRC0uBL77QHDMbN3pXW6QYLMYputrAbAdmDUfnMuYL7etqB+kV7gkaiG7mE3HCesbo2rBpEZhrvkuNPiPzupV2iyriJPK+UZeHSLBRxjh2ufTT4iz+29Eg0jTbrop/iWrU6tAlEiXNcTdxlETCaukNk+ff/naUbx/WGmblnbgj4YQSvdZJyIa2jXW1CRO5kYoyge0eMsLxW2++zjcVV60xRNkVL5K1TbWc0ZsPG2FgeBZsjbJWtloqqNIhoNW1HuNGZewoEUHD1VIp/g61X4GrlBvBs0OILdTOUc31IR8hKF+Ew8VHaBX5te9FY73Nqa1opPFQbeKIn7w7UsiR0hr6KIBHY6L8PSEMIkju8XYz59lGMQAwJpji8UGsGfi4rbqufR1nmWdd12MS6Ma9jHwcFdsywYSPjs8n1S1aOsphTHP8ykPaLRB1vK5Rk8fvaNjsGH9NLhEf8YYImzUIEi28H53H7bV3mMAmcftUotzgOu8oq7w6kf4etJ+wR6qBWgmByZ9Jlt7S7LcS8Y/PJus18FoZLBXWP08xwZoUx9GY8QJ+pork2Nwcjbramv3oiouBJSRWqivZh1lXUw4Hko8+S6yENNJOa81kzFaIZ7xNPo92O8LVR+8fvTQZfdps8rtqXRFUVJpXleYGsYlGMd7nDZsPMxlzfpkw/sAEgxFDIqX93jfBk/EH/f8uwW7eYcqH0gQxjZEgqAqO4N3cTDYwjoTw0ihZJKTfKsS1CLA6o86mcMZQqxBJHRbWJQjmayE6sQzUKGoNNsupXUXtPXZ0qGNr5Z62iuhZnxpFPjWyPF4NGtunNPcFRUmFQ1irYq242jryXPHaG5f4hy98gX5/wK/92od55JGHybK8sT0o47P5ttFaYOoSBjWuHqXXjtycNP9cv6ijRJauTKKEJ9+mDreOYImNCRWCBXMCDG/URsmwYXZhIKPSMFBWk6rC+YKGLnmKzGH03neGyG6JwGJFyIRbSUBoQD4a87EarUbRfu98eLp1VpKgKB0tac3JerL4Hsn7ZUWFwnQMNTA00+xUO+xZwzRQIedLuTay4SWUZ/ML6f3xMgUDYN9pBq7DwBRM+y5rp3x+vbpZveAm4jdu1gVnWWm1964ImkW0RDqafZJ32FNOYx1UVU1VVThbR/VP0q/l7B/0ePrpp/kv/+X/ZjismZ9f5P77z5HnhezNomBSPhtUo4UH87FOpfcIUw5LppVujhaczEsr1SKmlHoC67K1WHljZRrnUVSN3hR8KJ3fP8v3kjAmxYtbVRGlWYUnWB8fFrU9mYQanUPChJSS/Ch417Pa2uiw7tLJpuSXwDgYz6SAxa1J3bdp5PCDdeIV3ZYyYZqKw/bfcoAr+xalFNpkUqXeI6V1IUIrlWDiC+eAymje2tzjxVcv8fIb11jf3OTkHSucu/M4Z/6/9r6ty47jOu/bVd19LoPBYAYgQQAkQcIUJSqUTSXRSpx4OVJWXrz8F5znOP/Lch6cf+CVhyiWnSgJKYrW1SJjkSBpAgQw9znndFdtP+y9q6r79JkZgJS94qVaa+bcuqt3Ve1b7dqX2zexO5/AgbT2sRBLgDjURkc464CHjw/wNx8/wA//5lc4OVvg3v0X8LWXb+H1O89hp2nAXUQK5TOupwd46XiMoH526vunMtncmZKXuY4zxoi2W6HyNZwjTbtmMU9ipeq6gLryePvtn+B/fO8vcOXKFZyeLpN7GTPQqRUxRHHxSnity5PycpARNyXxY0siZn8lmJg9MIQQaN1eVmpyOglWMNBQLKT7SiTN0twhE7MjoFInb4kqvvyZEtTBmTQyAaZUsL7G7HViGJcIw1RR0xzsd5LkQ8ZEsnDIYylZgcwJrxndNrUvtAdTUgGzHJ4GdHIm1DM8ZLEXtaqgU1Vv1QW0IWbpbk3Swup9MknVpMLj0yW+/+4v8ItPHuLz4xaz7W38+NNH+NWDz/HP7t3Fv/sXX8eerwQJIqPjCFfVCCB0AD56dIC/+tHP8befPcYp1Wipxl/ff4hPHzxGDF/H1+/ewhyaLUs5vUlpKwTD0VzkxN/NMiyxo5R/Hsx6NqYLzuJa5ZyoxkROVTyHuqqUKD0ePHyM7373u5hMZ/jOd/4DfvCD/40udFp0Acl73VVS6TOAszE+zd9QTe233lFdoZEI0xvfDQWVxpKcVSycbRfFu8byExKAnoucYL0VvYAdlBMhAFKwgQx9LycNhAkzAov0iWYRZmMWBPIj/qcq6drAWK4C2lUnI7YEPBAmINnAkGiLwAhRZpk5O5Jlo8jF7dkITEcQdaAhBriomjebZ4cBkemfI4OIpdABM8DiJd91QQNt1B8uipojOe0cgvNYROBH73+Ev3rvp+jme4jzXfBkDj+Z4v7D+3jy3k9w64Xr+Obd25h2QGQHTw4xiCPp54sW7/3qU7z30ac44QbNtavwdYXTkwM8+uRjTOpfYHtrjnvP78JzhI+6lSatB+yEyJCIStixeYUw55Q5BEbXiRSW3IiMrm3hfYD3NbquE2fjVaPhNnK4/Gd/9l/xk5/8FH/8n/8TvAf++/f+Asu2Q4gRqy4ihACuRMUUASWuuW3QHH/GcZPGxor02dIpniQRRA4hMFYrVn8SSnytJwEATXjKWvrVmqQERxf7ez4Cyj1Y3iCJatVFgNmD4dGGKIR2mcYMcl5drpzOe0Qn1J9zMw4kdrnPk4gELxIQDl2Iej4qPqauiBHrp5ETz5XgPbogoUqXYwlfsLpK17VYHbX4/FED7wICWg170PTTicBsPyBQO1fh9PQE+weHcFTh7GylEkBNEhwh/BmI5NH6Gsfc4K8/+Bif7J+hqT0673Hy6ASTpgNQ4e8ePsB7v7yP52dXMFueYg5GU3mcdYx2toX7Zx1++uFn+PDgDGFeIx6dwXmPpg0Ae/zy04d49eMHmHmHWezgYycTrub8qITGKrEeP36CqhIP+pSRSF18Tk+O8eCzz3B4cABJLe7Rda36EHoslyscHR3j7suvIoQO0+kc7/zw/+JP//S/4Fvf+ha++vrrePfdd9B1HRbLFT5/9Ajzs4UW4AvY3z/E6ekp9vf38fDh4+z+ozqTJztnIiUwNfRAwlWOjo5wdHSEyWQqKcjBqCqXvNetmXSJEiyW0pU9fnKAyWQCX08kzVwKOzWLoSlgWWvhyCBXo+siHj3ax6TxiHGlxR8uR2TkPI5PVtjf3wcRsFysQDGAEFCn2gZJmVXmaPtHsSQdHp5gsThFjIzJpFE4xWGAVE8sRAIiWhkZ15hOt3FyfAbv60ung/mCJWRtB6zKMJuVhrIuInqBklppXiaAvW5WHSIHcIwFgUk/gQgrbrGAw0nH2F8E8MEZ2naK466D90s0YQXXAQt4rJix5Rx8ZHDHEhhJQMvAwSrg0TJg6TqsVmcgAE27QHOyQsMeixiw7Fp4iqg5wqtBhgmIJPtBsioeACyymSHBlsQOXQhYrFY4Pj7BkydPUnWV0HWqIjqsVi2WyxVW7RLeO7z//i/xJ3/yXXjv8Yd/+AfY2trC8clpymMfJAwYy+USkqw0qIqUJUOuTiO+j8SFJYYFxdiQhi15aABrshvpSgMJbXyFgUBy9quEMpVP6xXH0OlS25qXljlKhJ98UVkMNCGGS51tFwiXaqSRPsfwC+TAse3twVh/j4qiTiuCcnSIMR+hsI27J/2R8JfIxqBzQsPcn5vbZgLr9WDTTcmiAgaqusJkOsGN6zuoJw5WiWITedtG1zvC4VGF5SpgZ3cHV6/OJJaIjdeKehbVE3pFhLnz+MpX7uJ7P/4A9x89wNnBKWJdg3CGSXuEe3vb+MpvvYQXntvGDb6CaiVct3PAovJYXYl45aWb+PEnn+GThw+w8lPUvoZbHuNKe4rnXnkdr758C89f38acgAayTzCkkAUThFl1gqDeOezuXUPldc+mi/X89T28+tIddG2XPDO6oEGNRDhbrPDg4SPceO46bt25if/5v36An/3sp9jevoK//Mvv4+23/w9+/vOf48FnD/Cjd9/FK6/cxb//zrdx9bqEh9zfvYat+Rw7Ozu4vntNChMalGzpoQ3qvsoEJriqRmTG9evXJFxF2bYbIFfi/mYgcACzw/HRMZpJjb3dqzKmcyRQ5Ly3IwJWSyB2QD0hPH9jW4s/XI7CnCM8OVxg1RKu7V7FtaszzTFvxrEiaNdgVzKPJL6Iznk09QR7uzvY2qrVwJtZibGEshdSFbKqKnx6ZYquy/N6UXuqc7Ayj7w5uXrvUDceTe2VBDOIxsVK2xJYLEm1d6hcRO0Z08ZLaRr9nUj2cQwgaJjBFghv/tZt/N43X8P3fvgz/OrhfVSTKep4ileub+Pbv/0a3ry1i93aYxIYribAEyoNurxZO/zrr9zC4wd/h+5HP8Onx8fwrsYMHb56axf/5o27eHlvG1eaWsMeqI9wOvToAJCEq3hPmNQVqsr18hZRA2A+G8yg+d8By7ZDFyNmW3MQAc89/xx+/9u/j9CtsH+wDzqIODo8QLs8xfHhARbHJ3BEmE8nkEy/NZq6QuM9mqpK8WBGEHk7Lp8K8JUxEkAd6tqjaSokJ2Jk25JcSr1+zXLmPaNyQFN51N6KB/cFERX3GHFBpg61JzTeY9JoqM45rWQTBKCpOzgn+DOpKsnMzJLRw2mopt2Q5bZ41EcGKg/UlZw3TpqqcCsvSWZI8LJyHkBdebEZXFLqXoLAePCanR8t+YqI5Wzc6E9ZtiZmM732wwHEIYtlZlkBjmpgEK7k1WBxa2uCP/hXb+LOjW289/5HePL4AHdv3MWbr97BN167h9vTCnUIYIlPB0gmvgKwBYfXb+zAfesN3NmZ451ffoZVB9x9/ireeu02fue1l3CtJtTcqvrhs1UsqfYsiXJUwpLGYDgNsR+fczUQdK1YD30lYTbcIYSA5Srg62++gZu3ngOHAMQObbfCf/vzP8f9+x/hrd/+Bn7v3/4urm1vw6tRhWKAJ4s+LjbcnP1LuOem5QbIH8HcAhQ0GCOjYmngSB4f5faGNMeIrrUxz/V1Z0V6uSfV5kMEcQdzMkudDFrKOWJ7wsISKfhhyVkDiEJK0gqNYk4SnTpko5tTYpTEpiksZkRb6+3l4GD56VO4yiUp7Jk9OXjDtybDgPGJ73+Xe4mC1UlKmpuiB9CAwBGoHOMrz+3i9u423njxZXz8yUO8+uINvHh9G9uTBg0B6ILoOpZayLFE34eIuXf42p2beG5vD89ff4CzRYfX717H3etbuFI5VGhRmTkZjOhyN6Vnj6g8eZdx/nwVe9E1Hi/RRjvXrmJvdycjJBj7jx/hb3/1Id5663fw4kt3UFdaClKZGiVierqWTPGFISK7DG2SJnIVXXDVOjPWq23SOK97uc4XI2tf3U3MGnkM1Ps9wzyEJ0c/DMcHJC+g6XFLxgAAGZJJREFUS8BzWePnl+ZNn68rX8d+k8Zs6CTfh3SJuD15YRcgMFxsUQWCr2tMHGG7ruGu7uBKC7ywu4Or0wqV9ea8cGaOiEFiluA8KAqxzr1HdcXjld1rWC6XeHXvCq5OPHzQU30OYDV/G1xEGPHAV0mxNrRygUrELVAz+fcAlRcnr1UbUFcOMQR4D7zxxtfwR//xj3D71ouYNBM1ElDioJEvy0MvuqpcW5NaY3KJCnS+6HnFHxHAw3B1iQVM7vAl/TDQy26cJPEwbKSAO3kAbIKv8OUslcIR97dMriPr9gztHyCz7+WvDdAIISZVz4SjOCbUEElEEUAFbIUOR8sltmKHiQ6DAA1EVEcdR4gk1jKnqcKIAQ5A0wZQaDHjiKplUblIJF30el8BpRqbkY8x7Sn2vny192Pf9+cmaBSgd5TECzPj+o3nsbv3PEKImahSPBidYxgo4Vt/Xm7ljus8neO8Z1grtw9jUkyriCXx2VfDeqnFe0Io6ZVKCKWLL2PNqTk9bzgHm+AeG9dF8/Z07UsmMNWDe63gFsXH81pfIIj4II4gO9CtPBoHNBRQR4brIHq2U5UQkCxK3vzIdF8XGQ4eVSQ0rMGabRBJ18gCkjerV1ZiTdbm5dqESMPXoSQYcmC7nLRGNcCRERBR17USU1QfRE7EZW5G65M54Or23ZAJr3H6TX3ZUAgX60SbGArWvyP0ieoLtULi8DDCoJRGY/eM9TWA9Qu28/J9PFXLWnr5Tfk3uL5cZGVsuVKiiW7LcqOpsxwBtVyxii06XokLj+7VvNaKihDr1SoGtFGCUSpyqJxYK8VppAPQgTzQzCbwHohd3vgaf6/sj+Uvj2Rkn7XxM+VBlgOG1lh2eiDL0FQBcjALO8QG0HWdHjXKuVdVmVI81op5HxyZCMMBcvCmqWjjGaU2f3qWRtlA8IVweFOoDvL3SXfvS2X7vzkr1Bi+Pjuwl5JgtgmWybHEKn2Q7TphlgM9134vDAUh6CLDAVGcUJNwLuef1M2nAqJzCCxa9II6rHxMoR5QDSKq1JIce2pCtg22usUQQzz6PRCIZb0iw9UeqYSguj65KKoh1M0rekn3HUJ26k0H64kBph9sCMWCJ3xWRJdrvOb1kFyCVZ9hkWTPKqMa7GDUWs45eT4ZEISYnWYHtntFtaYBLhm88qVzpP6X8rd2KNu7T+6xabGESDHoeWosFrnUblTaskl2+45l4JY7JXIRAciAJ0ruauPwCAxWv9yYi+Fkf49dSkXJVG0HzGlMl5TAT6UisvWePpuZvhjGOc9lxSzzKLc+mPWQk3MH7HQCwOpoK5Kpg0ir1hNi7VQrkFWR/TklASFJeChnMSrwPrqIEDhltvBEIPVWSEGfDCmhAwhGqZlcurOkmiR7dgwWt5gHjpQQLE0EW5iE4VRxiG/xaPqZmMTRtkA+K51aPosjJL3AGJYVxB4jp7/8uyAQjQwijVkZgqP87IwOqnGg//zIWmBvgMCi4Q6iwcc0zDJGML0M57oIiSmItI+Y8jkZiKLg3vo4BpqJCoHyiU8jyb9Q6mzAuGneflp6sfPUwiRVKF+ZFoD78TysXCsWyJh7cWBH4seoHRH74qBVrpOzGJ1OKiJxCXpepucc5r/nCgOA3SDQgIgkLyB5gD3Mujccn11vK+7IFc7mVELWH/+wn1IKlrg2sMI6or4039S4gFDx0Wm1x5yyod96sAGJQaY55OGa507Ma97OsCTQVErgCiQel9+PyZhT+V5nXWeJmWC1OUwTotnPXJ4gSjDpLTwYLJQIB5ZOcln6X9SeKbOvFbEmkiLozkFTjpjntluvo2fAse0DhCpJXWkS53HcUysFyYxIZEkqAFUgUMc94k4IU6hiqSfOYeaRAMceFTtUbNXnZaGZHZi9GIUVLnLRIhI1ZZsQYIwQ599KpGqfAaB8OqS6SN87vdyLDFHMuKvhTqlOphCZ/sPWLc7FvJTCzvZfGfcpO+NvuDfFkSUJPsyEUmowlGHSFGyJ9CLAUQ+Ee9Lv/JbB698nuE+Ssh3FPiPNTSYwGcc6cdjcMrCGt8Y6UgUWlfJf8jlYCU0G3hUL1cUARgDIcqiuc0O24w+WoGHSiOYIWKyLPoIzV2SAAtJ+x0fA18Csc5h0HswS68UktOkZyXJrU2uxXAHyFwG4QKg6D9cCVOmezamBRIVWhDzXUxG6wuoyxDLKGB045POycpryB91zQO6NERqLRIjRCSc2TdSQXtUouU+rksQcZ+bUe5yZ0rz2GC31geAC8Rx5eC+F5LuY6qBIlZQRlc1ujTZ2EMCS891SMPbGXBC+rbc65oBZHabhhZldNncPoDYv0ThilP1UcBEUrfBeljYJTOXXzIyg6rcRWAiCa86pym28vbd4YvTqGHCedO99kZqQ2zOpiJbKOYQOx8fH+PxhBaokT2HtKnHY61mv5AaJARMucnJyisPDQ/jK42xxBhCLpACUuMwAQgARPMtichcxnTQ42T/E6vAEjx4+htfaUJ6tdm/eQ4HEE95yb0QieHgcH56AVy2OHh1jWZ8g8BJwEvPUUYWg0saB4bmFQwvx/p8icoUn+wc6Fw5V4m6qpqRxm37H4BiEQCNj2QUcHhxitWwRuijuVxxAMG9uS3YgzMt7r1IroqpqHBwc4ejoGPv7+3j0+RMIobEWf5DELpSwxXxDNFyFHA4OD7F/eIBKfRpBgjwUOe85dR2ghC57N8D5CgcHR6jqM/i6BphVegDD4wvh9NoHE7yT6ir7T/ZRNxWIYs+4dVEj53F0ssLBwRNUjtG1ZwCvQBxQWaIEdXGz8H6pjBMBSAzawcERFmdnCCFiOjlF6SBMSYRliERoEAJXqPwUh4fHaJrpuLaQRHj+8Zn3YDGK6dhCHxwzYghibQvjBGan8RwdQtei61p0qxadd3J+5YbuP9KPY9Lc9CJBPFdoEbDsVpi2LdxKe9dbg+3zCk5W1iCLYCmPEwJWMYBYqqsALJwREazJ8sVbr4P5vjnuELuIdnUGcjIO8iZNjMCKMZD4L8YQktU0hA6r5QJe73fkALbyBwyrUYwom3cftBYaR3AbEYLM3apdYtUuJYSfgLbrZA1EMYBJGlOcAUgJoW6J5eIMCBHsGWCp8UZD2O0bk1xE8CRxgNA55GibAgj8pUhLyEIgVyNGSTm3apdgkhJFzls+jEEb8VQh59F2S6zahaRMDz7prZFb3d8pjumeg4k11EiuC6slutUSIXTgWBW17HiNuCSiuRNtA4zKT8EcEaMFuCKtWd6o9L1WnpnAnJMiAJO6xtWdq5jMCIxWyxeNidBCY2f1Sm477OxsY+vKFpwngKJOUH83w5ERQkTlG4AJdd0g+ICj9gR7u1cxm0/T9edtQwCoibfC4eECbbvCfHeOrXkNjlMtQUpq8KhyDj3qwCR+Jp4naNuAVXsK5xz2dq+gqqp0RiWtCFoksVB2IYCcOC2fLZZYLpbYurKFvd0dMTIUMVuiE7MEMpLLeT5I4um2r25hMm1w9eoV3Lixm/dT6u3QS0nGFvyqewnnQU7Swu1d20EzbYAo+0E3amxwqXwPOQdyDvsH+6jrBrt7O1oLTmc4pWMb6H2R4H2NGKUM1dnyDE1TY/f6zqCy6diK5U/eOfj6DMeLBXauzbCzvaUR0bLncCBlLC5ZlFPuSxYnZWLRgHZ3tzGfzWC5S0TrG+qr4gUkDLpG3cywtTVDjFQgWomrhdqk7ZkILM2nI1R1hem0xnRSgVHBCvCto7oCpXuMru0wm00wn0+xNZ/KZjgNcrBIDCl051UVJIdm1mAynUgfsxk28MG1RiQxSpPpBPCM6azGdDoBoRJ1ASRIqZPIClPUIgUVKrR1xGw2hXMOs9kUda3hIomK+5AQgMgdAAdPUpVlPp9hPptiPm9SQtHcZA7ECEE9FylAKnxMpw3m8xkmk0YjnaMSYDq1lInjfhAKETCdzjCdzjCbTzCZNMlwMUZgdnCfEIeA6bRBXU8wndRSZWZt8zVEVIJVMg0dYzqdYjKpMJtNtK7a5ZREIsKsY0ymU0wnFWazGpZ6h5L2IP/tSKYnT5mxXEiprNlkhtlsgh6ejjIYqX0WolTQqSqP1WrTxnGdvT+TJwfZPzVyqDAuQh82yBGGiH6W/VgIMZ+jUdnx4HmUg/ZSV2xRueqBf4k9py0kR0nyGUOUsyDW35hRUunYdFtUfYwGe0wHr+c1e06EHdTyoHRub8Awi5fBbETYti2ck9JF5p8oRg+nsFh0MhcUX86Bwq6RwTbk8exOgwxNALoIXbeRmKhksKPifX5uXvegPpYYJa7zCE7mLaZ1SJZQ5AAYE2rDJZWxy/Pz+HmzBVX7TWMr3nyJ1VU2N6sXvGZ4ogKwQbOjvdIzXG8ZtP43awXBueDSxrdGHllORDq9J+hho6xO6oFy39CNvf1uTybd3OUKGxZiUx6mDgGxUcseU9S9HLIxDnv2WrD02d57NI3kkWjbNhk2ACRCM/h6uynOzygPhkscsSOB4TUpXJaQqnsmTwabu8T8bBB9jLVrbJ9aHuqmdAflyIuzxZFZgXmxGK6lR7OloTOGO4aFWZ2zsa7DP7w2/2r5QH+tJWQZxsnLHIDI590jG9QeKyPzBmdYSL391GeLnG61HiVxaX9wl86rN9J6Xm0Gd6lWF+D3vx4S1Rj8+d6LWm8IlPthFkbWdZ3k5GBG11l5I+Dk5ATeaxHEWmpVC0fmDObaMwrGRmko63CgGLMthQPMQ6YEVZB9fe0E70sVVRybL0LSsTUl9fwYajPojUHU4h4kJKaHZM4oGTuZRCoGOey7J8f791/UnlmCjWlzmW9ukLmZlanZty+9uLf/KgeV+8qn75sXaKhWjcGepBEKrk0EDiJZjHcLXJnA7dk9/UcX3ap+ymY/P69Ar9496I1rBEp9rmWk/fDDD/HBBx/gww8/xP7+Pt5991189NFHeP3113Hv3j1d+NivTT1cIzZ4+8yBztE60r2AekOUFJlALR7GvfelZLe5LddubB3Hilv0PC+omDNDmeQmZs/sp6uw7wyWJL1s7da2GlyURUq3/frPwUr0ijEWpMA419PZFoJsYDrRerkrQ70LeUGQdGNpr0RqEdJfh9woc6VxLghAuahby40uZ1Kbxy39jv+ejIHUD24Z6yON75x1kqG6BHeMEW+//Ta+//3vo21bVFWFb3zjG7h3755UZNGFJypC2gfe9IZQpYS08Zyr9SiHtySz6f6hNBm7Ta2zzgFdx2s1qc9bp/UfjGzSR/lcEkdawMFsc+7XohZKNbG/bkKW5VwBNl9jKs54+0LhKk+tmV2C6Kn3l51Kk1PmJZ59OR15HDMu4uLoQTH27D7slFEgq7nIC37eOgkXz9L4+vXruHLlCj755BO88847eP/997G3t4ebN28mlXGT1B4dxVOsX4I33Zv3Upfj5UjqaH9tNjAiorW/zR0DZSXSjQMYaEJD2Prr1rs6f1ICu+zUPTOBXZ6Gf9OA7HxcKk8XsgBbU9X5d3Z28Oabb+L27dto2xa3bt3CN7/5TVy7di0/6Sn2B//fNpMqoxN43ti/hHm5LDfR9qUFXP6mffmtLLpnKuG9e/fwxhtv4ObNm3jrrbfw2muviV+h3pMy/P6Tbeex9uH24h9fDPyacnL8pl3ULkMCNNhfMjOuXbuGu3fv4oUXXsBXv/pVXL9xA44InWTDlKotI9a8f1ptOKYhIZWE9o/LbJ6SwPqby/SebEtYBqZt3qTaPaXq1H9z3qTYXqzc0Wx65tNObtHPWpd9C2B+9uX7pSLiVg5ANxURyM+R+mFiReTImM/nuHPnDl599VW8eOclTJoG5eFVCEFM6bYXI+qBmQ1DFxg1RqHScZebr1EcPm+/pEwjTcTTAVGWaMqPosJAMQSIem8H03EBuLYrKzef592wjg/nEli+PDvvsiJfGWDpnNeCRZrd6RJzFn0F30yBqhY/xF7bYF6n3LdvJvDNBK5u1qxS5fWj3zvAV4QuihMtQZxg5UdkJmDXa5Bf+s47VM1MFttX6+cyI835OvfnG7hmCldPx8vtFE8n73vh7A4ON2+9iH/+L38Xt19+BVUt7mOuruEAqXhCgzpfxf0MgJ1HNZkhUiWZtMaQbnA7keWuBFw9AfkavogkGIPd3hsNyLMd/GQCVA7Ou7WrL2rkHOpmCqJKI6sThKPXlzGuHRHgalTNFPA1Sh+JzSQjZ2o2Tuc9mNs0YWQBPr24m0zkGwmsNJIzqJdYKAJYdVJUbvFkgQ/eZ3FkdYRWOahNaGJyDDGB677i6OgUJ8cnODhZYj6fYMiYevdCK3wwoaqEW52cLPDkyT5OlgtMJk2K5SnLzpTf2SuR+CI+fPgEy1a8wpu6Ul821mDI/nT3GCYRVm2Ho+NTEAiP9w9R1Q4h5AQ1NIDfkaRnIwKqymGxCDjYP0QzafD545lmCx6OWVrXMapKrWjM8FWN4yVj58YL2D9a4Bf/72O5LkT169OkPRu4i/Me+wfHODtb4KztMJ81ctSi8XhDGOzVDocBh88+ewznHZaLViIFNvqJCd54J/CECCyWHc5OTwEw9g/3e1bP8plgCd2JxZo6Rzg6OsXpYoGTkzM8nM2EObOFpyrG6nqjePWO0HWM4+NThMjYPzzBZGpVQ2PPo6gHB0mhito7dF3EZw8/R+0rEMd0IEXs1P+WkXy3ktayweQ0NCmLN7K89wR0gfHBLz/C8ckZYoxYLVvUTSPeiF4RRusF94PYRN2JIaALHaqqUr+0COdzIZwegjoHjuJn57xwPg4Bq3YF77ykdSvuOV/1Zjjn0S5XWHUdtra2xFs/WpALUhSuaYqx6M6pKrJqJcV2M5nAEWHZtkgRyIMmHvxRkvtU4hzbBSln5MhLmQvOqTXL54XQpTCd0LWYzedYrlqcnZ1iOp1iOp0ghCjO0CR+guZtQSNzWdcVVosluhBQNTUcSSiNVH7h3rPzislEcGT4qsJysQARYTJp0HaaBptohDiVPZIqWsw6D3J26rymC+D0oAJPeJ3jOiB24u/qnYfz1IvudpqNaYyxAlpyN0jVHkl7INpBJM4ZujEkMFkDsqjYELC3cw13776AmZY/cgnmIvLVKnCeT2D9nQZHl351IBwdL6TSYwxo25i8yqOnxH1cjwtZkQFdMGaNqQpKSDQqgSzhi4VNAA5eT+3tTGLI+TdxYkCzEqnTalXlYMZygYYwJDxgwKm+wJxh60LMHgaDBU4AGYPyUo+Ko3mqx3GkIIBVMjKANkRU3qOqJIREgpotXiumfZ1TnW5sHJ4coh3SU04/4Lxk9xqV/DrWEBhemadFe7N68dPIfJX6V9KgKKXG6TniDtfP/DSHa2oqp30XC9UsuVKNrHsqXEFI2hgzUioKU1yGY2fKXiUEycTcVA2qyqOpfK5kY0lSrVk10/MJLAcqAABrnJchVohSrSK7CelE+nHkNpJNExwB8umB2S+umPHhosWcHiPp0OvcauTBg77TBDuksrApB0dxT6mmsC6Ut+cWTDZ7A6w/N1VRRZ4n8/pgIKUM6CGmfo6dfHQV1Bs8FQNN3uTO5XB+7/P8luMtx5G8inLyqjTmOIDBMNkiAMzzJgSGd8jVUUbWao04bE7Rl9LlddaofFOMw7zobT/uiv4SDMM+jdExsvbGfZjKOSg7MP9FQFIMOCdEGnX8EuJk3LN4AEkc3jlGDiOHYoTEADvJkKTfhaDh5s78uaB6KdLCplcA4OyJztYl+o9I47YfYvZh827ooCv/SKnGXnuIX7wKCIRcAVImDMrN0nUldy3urQaEb+uVuN/Ic02FIBLiYJ0H2ycxc9LhiTVZAOueQgpap+RABlvi9EpNTsdOLO5M5ZznHCd9O28as8Gr/fbmyxhz1FhdW1+LKLAx2zoU47CJMmIglQiIShgM2UYYHgyJg9ffO50fMCXiAqDuq5zzm4wxXVCi7NIwldbK4CjxMLJke9b1cwk5Tae0CSoALdoGAstlcNJKpJeQMgw5J5TMmrhFENxlxBu+6mgKWpNFZXliD7bi0SUTA7JlKEWjlv1j5JmD35LoYAkpZxNjPRvuer82ycw6vz1OyCjVst5z9R7mguNuGGv5KofGen9gjfrW/YKlqmMWJqfcPAbI2pWbwaLfCHUGNph0AMlAMzKXUDicUxM7syZKVQYR158DnStD5hQVTYC5IpWIvOnZo787yJ7ckiER5Qk1h+vEQDMjTRrGmIQdRXetV8CaFoPyloAMX3p0st4uOAfTSTcwipRqNlGmuoi5fn2C1lrKS2csMnNmHtxLxbPHfNGo92aIpZuHRFEJWlcsLdLg/cYuCurJR1DjBo7yntJAmcdVvC9fCSmqut8PJSli+OM02xIVCIDerTkCIRYFvBPjIpwPO3LimyS9ixucisHhOMpOqfy3/vPl21DEGFyFh39OZ1qWEKQCBiQiK+fSUDJdoppW5Agm0TicUJcyqbWJHgF3o+PaMDeGATr0lqf+5wvw+0tvdD4H2diKGKXftKdoQy74Rdqzrt2ztNE0FpdoBFiuFNoorca+kz3YZiyzXA4G2CCTbL/zWPxxj0usvV7mu033jl7/LMR1Qf9PDcMzvn5RGHCJ676McZTv3QW/PxUM/8Dc+GnXCIAJGRrEKK53XP4VAakbJdi5Yz/nx9HzkEIducR32HDv+PVx7Zrz7s/Qu439Pz0Mz/Z6UR8XwVDiwa9zHLjg+mcfRzz3Glyqj8uOQ5D/adYoPXWYHXVIgGVQHAOSN0+++HurigITEHY1ugAAAABJRU5ErkJggg==)
In a function, every value of x must have one value of y. When we draw a vertical, it cuts x axis at one point, we take that point to be x. If the vertical line cuts the graph at two points, then it gives two values of y for one value of x. This does not represent a function.
The relationship between the number of hexagons, , and the perimeter of the figure they form, , shown in the graph. Is the perimeter of the figure a function of the number of hexagons? Explain.
![](data:image/png;base64,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)
In a function, every value of x must have one value of y. When we draw a vertical, it cuts x axis at one point, we take that point to be x. If the vertical line cuts the graph at two points, then it gives two values of y for one value of x. This does not represent a function.
The relationship between the number of hexagons, , and the perimeter of the figure they form, , shown in the graph. Is the perimeter of the figure a function of the number of hexagons? Explain.
![](data:image/png;base64,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)
In a function, every value of x must have one value of y. When we draw a vertical, it cuts x axis at one point, we take that point to be x. If the vertical line cuts the graph at two points, then it gives two values of y for one value of x. This does not represent a function.
Meri Approximates the area of circles using the equation and records areas of circles with different radius lengths in a table.
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)
a) Graph the ordered pairs from the table
b) Is the relation a function ? Explain.
In a function, every value of x must have one value of y. When we draw a vertical, it cuts x axis at one point, we take that point to be x. If the vertical line cuts the graph at two points, then it gives two values of y for one value of x. This does not represent a function.
Meri Approximates the area of circles using the equation and records areas of circles with different radius lengths in a table.
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)
a) Graph the ordered pairs from the table
b) Is the relation a function ? Explain.
In a function, every value of x must have one value of y. When we draw a vertical, it cuts x axis at one point, we take that point to be x. If the vertical line cuts the graph at two points, then it gives two values of y for one value of x. This does not represent a function.