IM 8.6.7 Lesson: Observing More Patterns in Scatter Plots

What do you notice? What do you wonder?
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[/img]
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Sort the cards into two categories: linear associations and non-linear associations. Compare with a partner.
Look at these four scatterplots.
[img]data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAlQAAAF+CAYAAABER4TkAAAgAElEQVR4AeydB7gURdb39/32XXfXd02ra9Y1YM4JFQUDKgoqipgwAiKoKAiioogKqIiKIihBQHLOOWe45JxBAVFRMWc3ne/5HbeuzXBnuvtO6r731PPMnbkz1d1V/6o69a9zTp36nVgyBAwBQ8AQMAQMAUPAEEgLgd+ldbVdbAgYAoaAIWAIGAKGgCEgoQjVv/71L/nxxx/lm2++kX/+85/yn//8xyA0BAwBQyAWCPz73/+W77//Xj799FP55JNPZMeOHfrO5y+++EJ/I4/JtVg0pxXSEIgcAqEI1XfffScLFy6UDh06yMaNGwWCZckQMAQMgTggwGJw3Lhx8tBDD0ndunXl/vvv11e9evWkZcuWMmbMGF0wQqosGQKGgCEQFoFQhAoS9eijj8qxxx4rrVq1km+//Tbs8yy/IWAIGAJ5QYAF4euvvy5///vfpXLlylKzZk2pVauWVKtWTc4991x98R2aK1ss5qWJ7KGGQKwRCESoUIH/4x//kKlTp8rZZ58tp556qlx//fWyatWqWFfeCm8IGAKlBwFcFdq0aSOHHnqodOnSRTZs2CDbtm2T9957TzVXN9xwg5KtESNGyA8//FB6gLGaGgKGQEYQCESo8Jf66quvpHnz5nLmmWfK008/LWeccYb069dPTD2ekXawmxgChkCWEXCE6ogjjpAhQ4YIGiuXIFBDhw6V/fffX7VY+FRZMgQMAUMgDAKBCBWOnGijLrvsMqlevboUFBRIuXLlpGHDhiqUzIkzDOSW1xAwBPKBQCpC9dNPP8mkSZPk4IMPljfffFO+/PLLfBTRnmkIGAIxRsCXUEGWPvvsM3nrrbfk4osvlrZt26qPQdOmTeWKK66QlStXmpYqxh3Aim4IlBYEHKE67LDDpE+fPirH8ANF+45/KJr30047TV0bcGC3ZAgYAoZAGAR8CRW+U5s3b5Zbb71VKlasKKtXr9btxajHIVTPPPOM+leZlioM7JbXEDAEco0AhOrll1+WAw88ULXr3bp1U2LFYrFGjRrqH/rSSy/Jzp07LXRCrhvHnmcIlAAEfAkVQggT34knnihopVjR/fLLL0qs7rnnHjX9ffzxx6alKgGdwapgCJRkBJBlrVu3lr322kuOPvpo3VyDRqpMmTJyzDHHyN133y2TJ0/WBWNJxsHqZggYAtlBwJdQbd26VV577TX529/+Ju+++64sW7ZMVqxYIbNmzZLGjRvL8ccfr86c+CBYMgQMAUMgqgg4DdUhhxyiMo2F4vLly2Xx4sXqP3XffffpApF4VF6H9ajWx8plCBgC0UIgJaFidx+BPPGdOvLII6Vs2bLqmH7ppZfqd8cdd5yu9IhNRbRhS4aAIWAIRBUBCBVhE4ra5YfP1NKlSzVswpNPPikffvhhVKth5TIEDIGIIpCSUH399dcar4VAnkQX7ty5s+B34F6vvvqq7vojKB4rPfOjimgrW7EMAUNAj8xKRqiAh5hUp5xyilxzzTXq0mCQGQKGgCEQBoGUhGrdunVSp04d1UyxemM3DD5U7vXBBx9oQDxWfGw1tp0xYaC3vIaAIZBLBFJpqFgMbtmyRX1Fb775Zg36mcuy2bMMAUMg/gikJFSDBw/W1Rq+BT///PNuGigIFKTr8ssvF6IMI5AsGQKGgCEQRQQcoSJSevfu3QX/UELCcFgyYRPatWsnhFRo0aKFuTBEsQGtTIZAxBFISaieeuopqVChgjpsFmXOI0o6516x+498ffv23Y10Zar+PIvztfDrSiwL3xHegVfib5l6vt3HEDAE4o0AmnXcFCBUt912m+ArxekPvPifUyB4LViwIKPadmQSMord0SxMefGZ77yJfE6O2VmCXmTssyEQDwRSEqratWvL448/LvhSJUvshpkxY4YeMop/AgIhGwkh9NFHH8n69et3ObgUIfT555/LmjVrVFuG1sxIVTZawO5pCMQbAU586NGjh5QvX14uuugifbHhhv+rVq0qzZo10xMh2LGcKRnCfSBH77//vixZskQ3+bDRBxcKXCbc0V3kg2ShKeNUCjb5uN/ijbqV3hAoPQikJFRr165VEpOKJLHKwreKA0bZGZNpIYCg4RkEFG3QoIGeEM+5W3zPc8ePH69kjiNxbrnlFg3lQLkzXY7S0yWspoZAyUQAOYJ5j9Md2ERDCBhefOagZH5j4ZZJ2QGZYtEJWbv22mvl9ttv1yCi9957r56FSpl4oeknSDIBlG+66SYhxt+4cePEzhQsmX3RalUyEUhJqKJQZaeZatWqlUZqv/rqq9UpnlUkqzlU9exAnDlzpmrKEFQvvviiBueDdFn6DQFHThHw+JOgzcvk5PHbk+yTIWAIgACLUSKvQ5I6deqkmnS06cguAiI7wtWxY0chHA1+q5gcMU2iRUOThebKkiFgCEQfgUgTKggA5jzU9KzunnvuObn++ut1xcfKbfr06RoXi6NxyAtBGDRokEY85jsjC791QPBBMGNKGDhwoCDAR48ereZcw+k3nOyTIZBJBNyCsFKlShoAmbHGi/HoEuEaHnjgAWHRyKHM/Iaz/JVXXqmLQ9NSOaTs3RCINgKRJlQ4kaKO55wtTHv9+vUrJFSs7nCCRyOFupwEYSD6McJp+PDhRqg8fQ/BjlmDlTJOuUS+J9wFQVktiKEHKPtoCGQQAcbd9u3b9dxTDmRmrLFI9J4sMW3aNI3nh28Vfl4k/FbZXc1pFPiOWjIEDIHoIxBJQsUKDb+CTZs2ScuWLaVt27YadI8DmZ2GCiHVpUsXeeyxx1SlDtSo1yFg9evXl/bt26s6Ha3VZ5/tVKH0ySefyieflozXjk8+kTD1QWPXrVt32XvvveX3v/+9/O53v5M//OEPep4Z5DMSuNA+7lVC2klxLYl1+vRT2fn55/L99z/YwiWFnGeRh28WGnYWhhAkdhd26NBBndQhXEOGDJHKlSurORB5RWIx+fzzz2t+nNdJkC0WkrzCjP1IjO1U47mEjg+TZfGZa7/44kv5MQObUSJJqCBTrOLwOcCJE4GCFgpzXpUqVVQtTgwZIrcTsoG8JAgVDqf4VEHC8E/Af6Fvv/7y1tsdpV//gTJg4ODYv6hHz159pHv3HtKv/4BA9enYqYvcW7NWIZmCUEGsDjroIHmsyeOB7pFt7Pr2GyDv9uglvfv0k/4DBkWiTOnWuf+AgdKnb3/p/m5PfU/3flG5nj7Ia/nyFbtt/9fBaH8UAecjhYZ97NixMnXqVD1pAnNezZo1lWyhacc3lJh+XkL10ksv6YIRkyCLTH5/+ulm8m6PniVKlvXo2Vt69e5bYuo0YOAgQZZ1695DevcuWbKMeYf2on5RkUXplgM5Nmr0GEFJ8a9//TstyRVJQsVKbOTIkXLjjTfK22+/rSs5DmPmkOZLLrlEFi1apMSJw5offPBBFUqgwGoQJ06+69q1qxKq7ds/lF69eqvmCjU7Ai7urx9+/FG2bt0mEyZM0lVrkPp8+uln0rNnT/nzn/8s//M//6Maqv/93/+VE044Qc2pQe6R7Txff/2NzJ07TygrK/dsPy8X9//pp5/lyy+/kmnTZ8jnX3xRIuoEbkz8q1atlvnzF2QtVEpaki1CF0OGWOwhn3ghh2bPnq0HMRNKAZ9GAiMTLsERKjaNNGrUSF8sKLkHcq9Ro8by8cc7Ssz4+OGHH2XFipUqz5D7uRiT2X4GCgHab+LESbJjxyfa5tl+Zi7uT79duWqVLFu+QuuXi2dm+xm0FX1w/oKF8sH27dr/0hEdkSRUhEXo3bu3XHXVVepbcPfddwvHQRA89MQTT9SV3YgRI3TFh8YK8x8ChwafMGGC+lWxUwbnzw8+2K6ECs0VQi2XiUFFOIkpU6aobxeOpnSQdNPPP/+iWrtJkyYXCmC/ezofKrA8/PDD5cADDxTOaCR4a1R8NNh9WFAwX3bu/LzEaD2ccJ0xc5aG+fBrp7j8Th9cvXqNFBQYoSpOm+HrSfwrSNL8+fNVZqGpQmYgy3BOJzYWLg1sJOG7BQsWKqHif/pVSUj0I4g5chr5XRISbQU5nDx5ii72MyHzo4AL8yc7VFesXCXffferr18UypVuGeiDCxYu0j6YbltFklCximNVRhBP4k/xgiBxXiBbifkf584VK1aoCZDdauTHTwhTHwFJ2RlDxw5DqAATMoeZEDMig4J7hE0QOVaaCE2I4HHHHSenn366+kOgvuf3dFIyQuXKj48FJBMMGASuDpQJv7R33nlHnn32WcFJljxREc5GqNLpFbm91ghVMLwZk8TLY9yzcMGfiiO6IE8cwozMYry6aO3INsbu3LlzlXCxsMSfijFshCoY5vnORVsZocp3KwR/foknVEVBwa4XnKdRjTPx0mkRTi+//LKeJVirVi0N8IlvAr5WjiQEJVTcD8HFihHhhm9W//79dcUYlgChDcLHi7gyOH7jr8QLzRCR513ZiqpnkO+SESrI4OLFizUAKrsf2YYNgUr3eUHKlIk8RqgygWJu7mGEKhjOLGLmzJmjGihcEZo0aaLO6RUrVtSFDb+z6MH0d91118mdd94pdevWVZ8qdisjR5BNvIxQBcM837loKyNU+W6F4M8vlYTKmawIfOdMd2iy0CShhmQl16tXL9VqeTVLfoSKzs/90NSg6cIM9te//lX2339/Of7443WXIWr4MInnz5s3T8MSOH8lCBX3xIzpVpxh7unNm0ioqAOkiW3XZcuWlX322UdfHPSKmZSVcRxIlREqbytH+7MRqmDt47TVaJ6QT2ykGTVqlGqhWCTyO+MXYoUWix1/+H+iocJFALlHIo8RqmCY5zsXbWWEKt+tEPz5pZJQIXggUAger8aIzovtncmYFyp2vnMpFaGCKOFbRYiFhg0bqop9jz32KHTaJsTAOeecU7hKdPf0e6eMmCOPOeaYXXbVsaOOOFD87i2j3/0Sf08kVODBAG7durUSKacRoy6QKswLcfBPMEKV2NLR/d8IVbi2QXbRv/GNYqwmLnCQB24cs+BKlBH8boQqHOb5yk1bGaHKF/rhn1sqCVV4mH69IhmhotNz/ANhGbw73xwZ4X3PPfeUo48+WtXxXhLnVxY0Xvhh4VB6wAEHyP/93//JXnvtpTGfWKVC+tJJiYTK+WkQ44ZnuTqwiw/nc6KiM8CjnoxQRb2FfiufEarfsMjFJyNUuUA5M88wQpUZHHN1FyNUIZAuilBBjlClYyaE8HjNco6M8I6GitPoMZkxSIIm8kJycJxv166dOqbjKI863x3sHPReReVLJFQ8j/rg80UUdFcHCCFmyxkzZhSaSYu6X1S+M0IVlZbwL4cRKn+MMpmDMW4aqkwimr170Vamocoevpm+sxGqEIgmI1SYwNg1uO+++xYSEIgVZjJ8nf7+97+rUznR2SFBqRLqe/LgE+E1SfIMfLPY1QMpY5CF0XQle2YioSIf92Wn4xtvvCFnnXWWxpfC8ZVzEDEhZOK5ycqTqe+NUGUKyezfxwhV9jH2PsEIlReNaH82QhXt9kksnRGqRERS/F8UoaLD49OAE/pRRx0l/+///T/VUqHRYSce59sRBBP/KvKlIiMQKQgTwfk4JgcCQ+wpzH48JxupKELFc3gmTvrLli3TnUXs8KN8qcqfjfIV955GqIqLXO6vM0KVW8yNUOUW73SeZoQqHfRyf60RqhCYF0Wo3OVodIjHxK4+whuww49zttAqBSVDkCeOuvnjH/+opIwddgQbzWa4gmSEytUrru9GqOLTckaocttWRqhyi3c6TzNClQ56ub/WCFUIzFMRKkxyRB3mQOVx48apRgoyFcRpnEGD5ofzudBqOT8sHMHReuGflS1HcCNUITpAnrNiDmY3qUVKz3NDxPzxRqji04CljVAxjyLjcHlB3lH/oIk5FP9f5tww1wW9f5B8RqiCoPTfPKkIFVloRBqTjhCESLlHcx2dgV17+Fw5R3CI1cEHHyyvv/66+i65/Jl8N0KVSTSzey8jVNnFt7TcHXljTunxaG3aqjQ4peMOQ3w1ztglCC0BsWfOnKluJ6ncTNycixWnX79+8uKLL2rsNUINYaVIdW02eoARqhCo+hGqELfaLSsdg3P6OGD497//vfpi4dSO6ZAApH7O7Ik3dB2N6xzj5zOTsjcZofKiEe3PRqii3T5xKR2ywQhVPFqLtsoGoXLzAzKFz7lO+Oi6s/y+/fY7JU533HGHEF8RP2SsM2eeeaZMmzZNfY+TlRHCRNDahx9+WINfcy3hfjimzfkt57JuRqhCoJ1NQkUxCI3QokUL7RjEmiJMAWydY3HCaLy4FwMFp3ICcVarVk0uu+wyef7552XDhg27DCAjVCE6QJ6zGqHKcwOUkMczORmhikdj0lbZIFTsIGe+ef/99/Oy2chLqHCNGTNmjBx55JEaxxELDdYZYjo+88wzKbVUaLamT5+ucRnd0WyQKmImsvMeZUIyMpaNHmCEKgSq2SJUaI44vBkydfXVV6tW6tZbb9UDhzl/K6xNmA6EDbp79+5y0kknaSBQdh3SYYni7g19YIQqRAfIc1YjVHlugBLyeCNU8WnITBMqiAxzynPPPSfXXnutVK5cWTdPrV27Vv2PckU+EglVnz59NO4hG7IcocJCw3xFYOtkpjt8pgYMGCBlypQp9D3meuI+NmvWTA8Tz1Wd6FVGqEKMrWwQKiZJdghy2Ck7BFF1orI8//zz1QTI7y5BrHDaQ8VJLCp3PldiZ+N/Tp1HhfqXv/yl0CcLUyLH3+zYsaNQ42WEyqEb/XcjVNFvoziU0AhVHFrp1zJmmlCxmOagexbXzDVogiAfTzzxRErikmnEvITqq6+/FggdMQ/3228/LRdlQ8vUpUuXlFomNFScdXv22WcXareY5zgm7Z133kn7rNuw9TZCFQKxbBAqHOdQWRL8k04Eu0ZlCREihIJXZYmalo5H57/lllvkkUce0c4EyfImiNf27dulevXqeuQN93Ss/4wzztAViiNqRqi8yEX7sxGqaLdPXEpnhCouLfXrRqdMmvxwHzn33HPVauHmBd4rVaqkMQfdvJBthLyE6rvvvlezI+4pnCYCwTviiCPk8ccf1ziMqTRM/MYcicaNHfEQRNxl6tatq+4tPCeXyQhVCLSzRagmTZokf/vb3woPP3aOdTVq1CgkVHQMdkFgEiQvnQ4HvnLlyqnznXcg0Mk4OPWll17SXYJ0Ml6QNHypZs+erTsi2EWBHZ2T6SdNmqyR2UPAEemsFocq0s2zS+EQQqtXr5GCggWxONZol8LH8B8jVPFpNNoqk4QKq0bZsmV3OfjeESp2xoX11Q2KJHUgrBDmRtxRcHNxTukQKp6L9mzz5s1K7HAoJz9KBL/kHNMXLVokgwYNkrlz5+qcxrXgl8tkhCoE2tkgVGiXiF116aWXqjYJ4oPtGI0VR7847RMdkm2hXuKFRgsVKc7mdFBvwrbMgc2w/AoVKsh5550nV1xxhdx5551yyimn6AqA9/r1H5aCggIZN258oM7rfUaUPxuhinLr7Fo2I1S74pHt/4xQZRvhzN0/04QKbc7TTz8txxxzjJrImENwNcHqgZtIovtIujWBKOGe0qFDB7WYVK1aVV599VVVAixdtkyWa3iD79N9jF5P2Zn3UC7kmki5ChihckgEeM8GoaLh2eWAYx3bRCFIhxxyiPpUEVvDpa+++ko6d+6smik0WKwqsBWjdWLLKOy+qMRqADPhggULNPwCqxOn6uU+xLlq0aKlDB8+wghVUQBG6Dsz+UWoMWJcFCNU8Wm8TBMqZAhWCU7xYEFNmJ4mTZrsZuXIFEIoBPDZgsC5ecuZ5GbOmiVLli4TNFQlJRmhCtGS2SBUPB4WjwaKFcLixYvVtMdKwmv/xflu1qxZOgjc9lB2RGA3HjVq1C55vVXi3twHDRaBQ9FwOULFO6bDKlWulYEDBxmh8gIXwc9GqCLYKDEskhGq+DRapgkV92NOQIPPQp4ddCy60ezwWyYT9+MZLOJRFLh5B2KF8oD5aMHChUaokoD+uyTfl5ivs0WoHEB0dCZN3hM7N+pMHArZXspWV1YXmPKIos6gSMzv7uneuSdH4px88smF20vp2AcccIA6tw8dOswIlQMrou9GqCLaMDErFrLC4lDFo9Foq0z6UOWy1pSduSmRUOHWAqHq3buPLFi4yAhVkkYxQpUEmEx9DSlicHGI8rp162TLli3qYxXE7k0eriM8A1qqfffdV53aL7jgAhkxYoSMHj02b4SKsvHyI4VhcDQfqjBo5Tev+VDlFn8jVLnFO52nxZlQUW8cwxs1aqQmP2IhYlVBW4Uv79SpU2XxkqVGqJJ0ECNUSYDJ5NcMMEdAeA+TIGTs6MNBEL+rF154QXf8bdmyNa+7/DBHEtUds2amSJURqjA9I795jVDlFn8jVLnFO52nxZ1QMUdhWSHiOSERiBfF3LNkyRJZsXKlLF+x0ghVkg5ihCoJMNn+GkJCmAQ/UsLgxFaOgzvBPXnHV2vbtg9yTqgoC/Z1/L+I2HvRRRfJjTfeqGc3QYbSTUao0kUwd9cbocod1jzJCFVu8U7naXEnVJQfVwXCNbA5atWqVbrrj7mHUCkrVq4yQpWkg8SaUDlzGlHLly1bJsTkcATF1TfbPlTuOUHf0eiwJXXo0KHy6KOPSr169aRbt24aYX38+PEaMJTfyZcsMZlR51zHoUIVTDwsAo1yZhM7FvfZZx+Ns8V5g2G1b4n1M0KViEh0/zdCFaxt3OSEXwpHVRF3h3g9LI68MXdYNDGBMXmxyQX3ABZcTg4YoQqGdxRyxZ1QJcOQjVLeOFTJ8sXte2QZfmFwBThFOim2hMp1WkIL1KlTR6666iqpUqWKbvfET4nfSVEjVAhJzHdElXXBO9m1R9j9/fffX88ERL1KMLVkKV+EikmBeCQQKcrODhB2LxLGYeDAgUl3LSarR+L3RqgSEYnu/0aogrUNAhqt7iuvvCKc9UmQXjaoNG7cWGPZuQ0tLKKaN28u1113nVx++eV6ODrHcHAtsoyXOaUHwzzfudzcNHnyFDWdpTtJ57s+7vlGqBwSyd9jS6hY0RHzibPvGjRooGELWPnx/8svv6whB+jYUSJUCE/IHmYyzv5zW1IhKO4FQSH+B3FAKH9RKZ+ECmwTCRXR39lO6w0ZUVS5/b4zQuWHUHR+N0IVrC3QMBEFmmM2pkyZopGk0VLh4PvYY4+pCR/SBJliUcgZZ2ife/bsKWw+GTNmTKEsM0IVDPN85zJCle8WCPd8ZFmp11Bhz8X8xIoPNSTqc2Jz9O/fX+655x4lLpigokao2LXHUTSYzByhSnxnRx/nGiUjKPkiVOxWnDBhggaW+9Of/qTEioBvRIzniJ1Mmfw++2ynfP/9DzrZYAYhACpkNI6JcuPzNmPmLK1PHOtQVJmNUBWFyu7foZ2g/+KKwILB/T927Fi56aablGBxXAdnfLIw5DOBFdFYIdvatm2r1zFJG6HaHd8ofmOEKoqtkrxMRqhENKAmx7rcdddd6o8AXKwGWeE98MADMnr0aJ3go0SoIBwEAoUsYd5DG+U0Uy4iLaY0zH+YBJIRlHwRKgQFuz9YPbPzg6N2OB6HEA6QhnQTE86cuazQt6s/XJs2bTRkRPv27fW5zp8k3efk8nojVLlEO7rPoh+wEYWFIKTptdde063paKcgW+youvnmm1XrzhjDlYFjp6ZNm1boa2WEKrrt6y2ZESovGtH/bIRKfaM+kC5duqjaHIFEQqODY/pDDz0kb775pq4Go0SoKKM7BxB/CiKmH3jggWriwwQImeKcpvLly8vEiROT9sR8ESoKBMmD2DARYL5EK8hkgRBJN0Gopk6drqSY7bpgQgwU3jHlot2LWzJCFbcWy0553UYUfBDvu+8+1aIT0weZhdYKJ/S7775btVaYAm+55RY9tgrZxtjiZYQqO22T6bsaoco0otm9nxGq/xKqTp06SdOmTXWFB+QIJ/yoIFSoyhFUW7duk1de+VWINWnyuDz5ZNO8vh5//Al55JEGcuutt0mFCpfIhReWU5MZUWjLlCkjJ554opoEOQA5WVkfe6yJam5q175PGjd+LGm+ZNdn4nvqwSHOTzzxZMae/+ijjeT222vIlVdepSTKae14P/LII/WgzkyUPZf3AKOGDR8V2or3XD47m8/iLLEGDRpK+/YdVIOSXZEX/7tDqLp37y4tWrSQmjVrqvM5/2MORHPFDkAWDTilV69eXU9UQIuFPxVyzBGquvUekN59+mlQ37HjJkjcXyNHjpaevfpIv34DZMSIUbGvz6/tMV6GDhshnbt0lQEDBsmYMeNyXi+eOXz4SOnTt5+WYdjwEWmXYdToMdr33u3RS+sX977n2oo+CD5btm5N27Uktk7pHBaJQCKKOCpyEpoTgo/xHTtkHKFCW4WZasaMGep3he9VlF6zZs2WmTNnavl45/y/VOWbPn26Hozctu3rahJIlTdOv02eMkXatHlFJxQ0U17fMjR5+JjEqT6UdcaMmRreon2Ht2TChImxK38yvOmDgwYNymu0/jjRLGQTZnFk1fvvvy8dO3aUSpUq6Wc0rxDU+++/XxYuXKg+ocgrfBM5tgrS5QjVgw8+JEuXLpP33n9fF4ssGOP82rR5s0yeMlWdgjdu2pT1ury/ZYvwnOkzZkj/AQOkb79+Mm36dFm1erXwWyawZGJev36D9Os/QJYvX5Gx+wYpG8/e/N57MmPmTHnu+efl5ltukXr1HpB3e/SUcePHS+8+faRnr14yZuxYjScF/kHuS57N770vU6dNkylTpmn9gl4X5Xxbtm4TMJg0eUrpJlQIJvykWNFt375dBQ7mNNTotWrVkjlz5kTOhypTE0AQkx+mOTR27IbkhekpmU8WwhrySf5U+TJV/mT3weQ3btx46dmzlx51gH8Z2inMoMS+wpE3bslMfnFrscyWl7HFuOOdF4l3fD3LlSuncakgpjfccImPfcQAACAASURBVIN+RlvF75jS0W7iS+nkm5n80m8bZNzGjRvVvHrcccep5hvftfnz5xfG/Er3KbRfvs7y49kQcGIccuYr8hM5intJxYoV5dBDD9XjyzhTll2n9LOgCewsDlVqtGKroaLDLl++XGO2sIqmY0Cy0EaxJdn5HkTNhyp1cwT7NQihwlSABg/HVl5vv/22OsMy4LyJ//GHAsu+ffuqgzlH3Tgzgzdvtj9DqGbOnC3r1q1XUy7mz8MPP1xOO+00PVA6zODPdlmD3t8IVVCkSmY+NFOMReQRCz7GG/2YxeD555+vvlPsnCWUyvDhw3UssgCCRN12223quE4QUK4zQpV+H0HWseA+5JBDZI899tDF2l/+8hf9jnZKtugM82TaKl+EivITGPass87SurlYhyxK2VnOOy/qzEkXECRkfZBkhMofpdgSKiYqdsu8/vrrUqNGDY091bp1aw2eR5BJhBKptBEqBgeDGZPn8ccfr4MIp24+cw6gNzozg49dR5gXLrzwQt1diB8XeBKx2WHo340ykwNCNW9ege6ExCxC5HhIHjudCIgadOBnpjSZuYsRqszgGNe7MN5atmwpTz/9tMoqgvq++OKLKqfeeOMN7df4V/GZMArEeWNRiHYKrdW4ceN0PBuhykwPgJxCZAn34nUpICg0Mq8kECo0TyxCXfBlbz3dZ7RWaLDYAAG5pw/6yXsjVP59MLaEiqqx+iMMAR2iWbNmuvXYaatc1UsboWJQIDTOOeccDcvgBhArEtS8mzdvLiQmTPbsikSD5RzAGYREPidaeyZCIbh2CPIOoSoomC87d36etnNgkOflIo8RqlygHN1noJViBx/HSzF5Ma4IB0KwTzTqTOAsFPjMwuH555+Xhg0byksvvaSaBjcGjVBlpo3B+ZJLLpF99923kHBALiCvtFNJIFScskEdWUhTN8LzoI3j3Uuy+EyeY489Vkk/80aqRWuuCRV9nmfySlWudHuG7fL7L4IADtAQKwQXLyYw76AobYQKDFBdo5FyJAlShbqXlRkqXjooCdzwSzr99NN3Wa0hbDj+woWjSLfDBr3eCFVQpPKfDyHEQakFBQsK+1P+SxW9EiCjkEksdBibaKx4Zwx65RSfnRwrKo8Rqsy0Lf5F7A7nNArIBjJyv/32E6wbaOvBOd3EPfJl8qPs9CMCXLOpAS3U0UcfrfKcOidu9oFUQbbwsYLQI4OTJfpsrnyowJBxwOHMBI0mwLN3vCQrY3G+N0IVArXSRqicRoRdQxAjyJTTOhEElRWv65gMEOztrGYc+SIvR8kQKyfXPktGqEJ07DxnNUKV2wYwQpUZvJGPnElKUGh2gxMEGrcCFqFuoZnuk/JNqHg+5HDZsmXqNsHudogQxxhhSsZ6AbFC1rv5AVKFDx/XJUu5IlSUf8OGDaqpZeMG7iiEGmH3O0SV3zOZjFCFQLO0ESo6G1q7pUuXyr333iunnHKKnHrqqeqfQfRlR6aAkM8IF3w62PHCkTfsAkE7xa4XVtK5TEaocol2es8yQpUefmGvZlybU3pY1JLnR7bhl4kJEE1IcU1KtAty1GsZ4bt8aqiKqrWbF7A6YE5GzuOcDqHiHSf9SZMm6Q7Boq7nu1wQKspJ22D6RrMG6eOFzxubCfD1yhTxdfU0QuWQCPBe2giVg4RBzo4WSBSxbficLEGqRo4cqXb0du3aaf7iCphkzwjyvRGqIChFI48Rqty2AxONEarcYu73NNoE8xqbo9hEg/xCbvJ91AiVty74zeIztvfee6tf1T777CN16tTRkyhSyf1cECqeD2mqWrWq+ndB+HhhnsVkiaYNnDOZjFCFQLO0EiogonPiu8Gg9xsoCABWbPgY+O32CAF/qKxGqELBldfMRqhyC78Rqtzi7fc0p91Hk0J4F841JfQFC1jkJ3J08uQpqgFLJXv9npON39EAYeJkJziR+/GjZXMX39PPkqVcECpwRWvI0UsQPkeo0KKdcMIJagokVlsmkxGqEGiWZkIVAqaMZ0WIMEBxJuSFgGGwpEpGqFKhE63fjFDltj2MUOUWb7+nYeIjvAWbf9zuOcxS1apV0xhiWAT8CBVtymIXApZpM5Zf+ZHPLKLxk0Xu+slm7pcLQgUm4NG+fXs5+eSTVUvFhipMlPh/sRMx01gZofLrLZ7fjVB5wMjRRwYnzu84RTII6tWrp6shiBWCKFkyQpUMmeh9b4Qqt21ihCp3eDNhe8kGpAf8vYnv0Ejtv//+hVoUtCkEIuaUDrQsqQgV10O6OMIJ3yWOH0L+pZKP3ufn43MuCJWrF2ZUQo2wUxGn9ObNm6u5LxvWEyNUDvUA70aoAoCU4SyoZNlRghqc+Fd77rmnBg1l52GqUAxGqDLcEFm8nRGqLIJbxK2NUBUBSha+Ame26aN9ImYYmhL+T9SKQIgIxJpIqI444ggpKChISah4BuEAONGDM0rxYTrppJPk3Xff1U1CieQtC9Us1i1zSahYlEOemBOwbjCn8PxsYGOEKkR3KE2Eik7IjhXs4RwezQqIFU82OmGqJmB18cgjj+yyNZcAcqhwESTJ1MtGqFKhGq3fjFDltj0Yw+aUnl3MmbBxLufIH4jRX//6Vw1yXLt2bY2i7nyhaAsm+7Zt26opCs0UO9GIZ0Ve5B/+qMk0VJADt9POmQtZdHIUDLuzIWtRTLkkVLmsvxGqEGiXFkLFICeGCOEOIDOVK1dWcxvHKfg5G4aA0zcr5cDhkbghLrYVAudPf/qTHkTKjkMnmBJvZoQqEZHo/m+EKrdtY4Qq+3hDdDioGs26V3ZBrnr06FFIdCA8HLCMhopQM5Ap8l9//fUqfyEeqZzS8Vu6/fbbNdiyew5O14cddphwriPliGIyQuXfKrE+esa/eqXnLD+0PpxgzyrH7YzA3Hbeeefp8TK5tM0ThoHdL5AoBAYCBw3V2WefLVu2bEmqMTNCFaRHRyOPEarctoMRquzjDdFBc8TRW06G8k6AZM5YRPtPO6D5f+655zQKObKNPLwTOBmiRZ5UYRPwL+V4IeSzI1RoqogFSPBKnhPFZITKv1WMUPljFLkcTGZogSZNmqyDDzLFqgZ7v9emzyBFOHTs2DGnqx63giOwKEca8ILo4VeFoEmWjFAlQyZ63xuhym2bGKHKPt4QGaKKs3PPBb2EKOHfNGzYsEI/Klwqrrnmmt0OWGbBSNgEP0LF4hZLwsUXX6yhAYhaji9V06ZNdRdbMpeI7COQ+glGqFLjw69GqPwxilyOZITqtddeUwdHt7pCKKCS5oT7VEQmUxXErwD/AU477969uxK5t99+W9XlixYtUvKXzNxHGYxQZaolsn8fI1TZx9j7hJJPqD7QLfxoidBwI69yqVUHa57HTuRmzZrp8SwsBDmmBa0VC1hHdNjBd8cdd+xywDLEi0Pmly9f7kuoeBZaKs7OY6MOzu8serdt2xZZ7RRlNkLlHZFFfzZCVTQukf42kVAhbNEKYX8/8sgjC08WJy5KmTJlZOrUqepEmc1KIWwQNBxjw4oOIsezGzVqpMKIMvqlKBAqyhmkrH51cb8jpBGeM2bOSnlOlssfl3cjVLltKfpkSXVKX7lylWzctEnPFX311VdVUzNu3DjdEYxcyeR4DNJqEDo0SKNHj9Yde/zvLQNyisOHCTSJjMWdAQf2F154QTcEkTeVyS9IGaKYxwiVf6sYofLHKHI5EgkVBWQQs7rq3bu3lC1bVnfUXXnllRrLA3OgVyBko0IIEOKpcDwAvlMcFYAqG4fOgQMHBiJ0+SZUCG+0bJBTtxpNFysjVOkiaNeDAOO3pBKqpUuXSZ8+feWMM85QDTu+RZwt16ZNG9VapdJqZ6N3MPaRAZgAeU98Pr/z24ABA/R8OXYFdurUSckU490IVTZaJXv3ZD5dsHCRsIEtsa3DPtUIVVjEIpC/KEJFsRj8xHliJ93kyZPVGR3tSLqdJEiVUdVj5oNEOUdLSBUxVh577LFAPlz5JFT4RbDq5ADO++67TzBV8l26RNQIVZDeY3n8ECjJhGrRosVSqdLVsu+++6lzNy4LuCtwsDthVljkRC3RHsgrXBy2b9+uYRKQvyRHqCZNmiI7dnyi5MsRrajVI0x5TEPlj5YRKn+MIpcjGaHKZ0HZJjx48GA19TmHTt4POuggQY0fZOdKPgiV00qhRWOXDSSQcnPS+bPPPqshJ9LRVhmhymevLDnPLsmEauHCRXLmmWfJn/+8Z+HuOnyS8GGaO3duINmRy5amLViksojkIF98n7AOuPA0/P7td9/JsGHDZebMWerQTvR0/LDIk448yWU9E59lhCoRkd3/N0K1OyaR/yaKhAohwfEJNWrU0O3ArDI5g4l4WKwyg6R8ECpWlfh+XXXVVep75hz6KXu5cuVk/fr1qvkLUv6i8hihKgoV+y4sAiWaUC1aLJUrV5G99vrtMFy03KeddpqsW7dOSUhYvLKZH1mHX9Ubb7whVatWlcsvv1yefPJJPRrFaaIgWw0fbSRHHHmknvXnzvnbsGFD5OoTFCsjVP5IGaHyxyhyOaJIqBD4aKGINNyvXz95+umnVeAgQIIGqssXoUJtf+qpp6rgc4QKP7DTTz897cjFRqgiN3xiWaCSTKiWLVuhG2eqVKmim2rY0EIIgqFDh6pzdy5cFsJ0CshSly5dVKO9995769FaOKU/8cQTqq2irQiojC/rHnvsoWZMNN8HHHCANG7cWLVZYZ4XlbxGqPxbwgiVP0aRy5EvQsWA8vpoLVmyRHeueVXYfIYYEbWdd+9vfkDmg1A5woOfFzG8MDWwOkb44WzK6ebkKW5y97ddfsVF0K4DgZJMqHSX38ZN6vPJeXZofmbPnq3Eg3pHLbEAq169+i4haliIEVcKmYjMGzFihPqAuQUa7+wGvPbaa9X0F7U6BSmPESp/lIxQ+WMUuRzZJlQIMYQCA4gXK0S+g0wh8M4//3xdnXESOLGvMrWLMB+EyjUucbIgUKjm0U4RiHTUqFFaN1d/lzfMuxGqMGhZ3mQIlFRChezAKR0/KlwG8MVE5ngXYtSdcYR5PvG3ZHhl83v8phIDe7IQ41QKwi1QduTJWWedpT6Z/MaLDTpseGGRFscE9mvWrJEVK1fJd98lD9Act7oxn9ouv4CtVlrO8gsIR6BsjgQsW7ZMBQOCjp02HItAFGF28hGFne3NxGIhZgzOlummfBIqys9uHcwMN954owpHzupipclxOcWtn8PSNFTp9o7SfX1JJFQsVHARILAl8fMIsXLnnXfK6tWrCwMRU2/GHke64KDO4cEs7PJpBsTkhxbt0EMPLSRMmPYaNGhQaPLjeJo6de7XTTlsckE7xUIUDVZQF4io9XgjVP4tEgsNFYOKyY6DKzlexW2jZaAx2REPpFWrVtK6dWuZOHGibmF1VTdC5ZAI9s4qcPPmzeoPgAr7zDPP1EM/hwwZoqEEvEfbYBrjyISuXbsWCsBgTyk6Vz4JFX1s69atcvfdd6u5DwHIGV4QSAgWdSxOCAojVEW3dWn5lomfCRQigN9NixYt5JVXXtFFCJsh0GYw5phomzdvrmdgkocgkWh/IQ+kkkioGO+cicfxWBAS/IzwRYJUsXOOsUN8u86dO6tGCD/HCy64QIMHQ8TAJGiiHSBChEL58MMP1R2huKQMYoGs4LzSSpUqySWXXKIH0qOVoryUC01b79595a233pKWLVvKm2++qdor6lzc5wata7byGaHyRzbyhIrORyeEKLHrih0VdFYGG7ZsBM+FF14o9erVk4ceekgqVqyophoan2SEyr8TeHMgdIjBhLMlAs7Z/suXL6+B9iBQzi+AlRertJ49e2Zk1ZVPQkU/Y2szAQXRvrk68s7/aOL4PUj4By+eRqi8aJS+z7Q/O0XRduJ38/jjj8vtt9+ukzDjhsUh8owxd/LJJ+uhuewYY1MHR564WGhxIVQQROrEYhcZnIr0sFMOee3i1jHWIFbHHnusasYZa8TUw3S2556/hVQ47LDDhAUe2Ka6v+tt5IO8vv7667o4YicyQYghq17Tossf5N2RJsgZGnzu5Rb6/OYipTNH8T3yJUhZgzw7X3mMUPkjH3lCRcdk9YaWgJXL9ddfrwQLIbR48WLBj4cglgy+L7/8Utq2bSt169bVDk4HNkLl3wm8ORAQOGhj83ekAiGHOp4VNoTW/YbJD5K7YsUKFZ7e+xTncz4JFVoChCw7jCCKru7unZUzfY8+FiYZoQqDVsnL6xaEBQUF2neYlNB0EgX8/vvvVznFZIyGnZMN8M+hz/DyTsLIsqhHSoecUDcOCOaQYawHjKtkCUKFhqcoQoXM5174MUKgvHlY7IEXMt+PEIEb5rfatWur+Y1FIi9IG3HzKF9xiQ7X8aIM3nvw2REqiBztWBKSESr/Vow0oaKzo1plgmfV9s477xQSKjoqg404IJgD6dQMMA7mxfEPezvfGaHy7wTeHKyoOBwUoeOIE07amL7mzZunK0dORceB+5lnnlFTBqtRr0Dx3i/M53wSKvoKmgRi3xCDyhEp986uP/oauxfDJCNUYdAqeXkZF/QBJiPe+R+NBXLqrrvu0nhGyDI0V5ALAkQWlbguyoQKWb1p0ya59dZb9QgZzvNEq815eMkWIchrNHOHH354ockPlwJCC+C4ze/uOCvvIofFDSY0MPWTOw5rgvZ6xzUyDa0hpI52yWSiTEaoMolodu9VKpzS6ZQMKpyCIUgEh8SHymmo0KSw46x+/fqFQohBzcoG0x/HoLAyIDptt27d9ZDLz7/4Qlc9rHzi/Nr5+ec6+Q8fPlLrnsm6gGvffv3kmGOPVQH0xz/+SX2Kbr+9hqxfv0Gfh4qb+FL4OXzxxZfy9deZwZNjGqZMmSZbt25TIZzJegW515YtW3XVWq7cRWr6+6PnTEIEMkfT0CeD3MvlAZ+PPvpYxo2bINu3fxjqWncP9/51hPotWpXFi5fIvHkFKbUQ2RWF8bs7xJ1JnCj8LFzQtPM/h4hDqDBl4d7AghDZ5XbQOkL18MOPqIkJkuL6RRTe0axxIoLT8LIYY1F23XXXyYoVK4ss65dffqVypFGjxnLhheX09eCDD8ny5ct1nH3++Req/SbUwF//ur9uhoEUEd9p/PgJurjxkz0QVMYtWi407W6BBEG7uHx52bz5PdVgZRJDxikL0xEjRsn772/Rcmby/vm6F5q+BQsXSsH8BbLjk0+KbNN8la24z6Wtdu78XGbNmiNbt21LW5uYdw0VgoIVAloOViSsKFh58D9qY1ZxvNNBhw0bVkioEDY4Kz711FM6IBCtXLdy5UolVDh0QqiY9Nt3eEtef6OdDBw4WIYMHR77F/Xo3r2HtG//lgwYMCij9Rk8ZJi807W73H9/Pbngggvl9NPPkCpVrpO2bd+QAQMz+6zEtujXb4C83bGz9OrdRwYNHprReiU+q+j/h8mAgYPl1VfbSs2ateW888rK4YcfISeffIrUqHGnOpkOGjwkVLkGDRoiffr2l/Yd3tb3wucOGSZgPYTXUF7J+uUw4R59+/WXHj16SrfuPbQctMXgIfnA6Ndy0gd79eojc+bMNUIVkNdBppBrHHN0ww03yNixY1VmQarYNYY/EX5W1apVU9M6C0k2iDjTH6a0++6rI127vSth+2Hy/pWs34X7vss7XTXGEpofR1p4R7P7fIuWSfs5461z567Stm07eevtjtK334BdxgP1bNGylVx73fVyxplnycUXl5fHmjwuPXr2TjFmfiv7wEFDVE7in4apECLFi8+33Vbjv7Im3Jj2x3KY9Os/QJ/bs1efvI5T/7L+hpVfXuRQ127dpXOXrlo/v/zx+H2Y8oKBgwbL+1u2pK2tzDuhgkCh7WDF9sgjj+g7KzRWKajB2RGD5okVWVGECvUwKzxHqPDnQUOFgHIaqh49eqi/FSYlnhf3FwKYldWYMeN050om6/PTzz+ruhq8P/3sM3XmRBuBCpvJIJPPSrwXK6CZM2erRuf773/I6rMSn+3+p470E63/p5/qShmTDP//8OOPoTEAN/rnpMlT5ZNPPy2sE21IfVlZuYWEK4P3nfLgi4JDLY7x7IjC14ZFBhpXb95cfqb8y5evkIKC+fLLL79uAAnIK0ptNjCj3TA1oTVhAwgLSuQUmij6CWON/gZ5wj8RuUg/cRqqBg0aqhsD/SqX7e33LNwu0LLhV+klVGXKlFHrQLLrwWTJkqWyceMmHWM//rirjKH/u7ECLmicwA28kt3T+727ng0laLogVpgjmVvQtHMf8nivSfcz90MzPXbseNVKBy1rus/N9vXIxWXLlsviJUu1ftl+Xi7uT1t98823MndegWz74AMdi+kIqLwTKrRT7GTp3bu32tMhP/jq9OrVS1dsECZIFVuJ2dJ+xhln6HbiqVOn6krvjjvu0EkPEGgABg5O6ZgKzYcqna6R+2vz6UOVrdrSvyFNxKHCxEEfJTgeTskPPPCA+gcS+4pt4ORjcvUmMGE3GCYL4n+xusaHBH8uzCxMtPlI+B2sXr1GCgoWqJYlH2WI0zMhAWyeqVmzprojoHFPbGtXH9oUYoV7A7GN3E6/KPtQQRqIR0eYFfygCJAL+cfPErKVLNGPVq1arSSRyS0biXmARQsLdxbr06ZN09AJfJeNRPuZD1U2kM3OPUu8D5UbnDg/s+rhhdYJAcOKhy3FOHVCnth1xkChA7OSw8+KbbGYBI1QZacDZuuuJZ1QoYHAB6tOnTrqa8LOJQjSUUcdJZdddpl069ZtN1LFxIvpx7vLCWKFIy/9nz6ej2SEKhjqtA/yDDKFma9du3ZKhPkOzTu/OxcHZBikgt/wZSQaNxty0Mw4DRX+RvSJTDtSB6tN8lzUA03S+PHjtb+yK5tFg99Ov1wQquSlzs4vRqiyg2u27lriCRUdEoGBwOHFqh5VL2SJAzQxvyB48C8gpkvDhg1lzJgxqpWCTOHsiXDiPrbLL1vdMPP3LemECpKPZpWVOw67zjQCWXIkiT4ODi4xeULA3I5LrnF5idGTTMvhrs/WuxGqYMg6MgU5Qts0ffp0NYHRdpxEAAmBPLFjeeTIkaqdR4NCDCqCWPI9si7qhAo0vHIbme0II98nS0aokiETve8h/nb0TOp2ybvJL3XxfvsVwcRkxGodAcOKiImH6LRE28V5nThVBPpk+66baIxQ/YZh1D+VdEKFjX7ChAkagd1LkCBJ/I+ZBBM3GgmX6Pf4Drqt5ZCv/fbbT01+zhTk8iZ7Z2JjzDDJpZrckl1f1PdGqIpCZffvWNhBpIiXd/XVV2u4ERaBLPxq1aqlfjxoLnFxePDBB/V75BiLQuQdi0dkXRwI1e619//GCJU/RlHJYYTKvyViQ6hoTPwQmGycuhtBw2SBLwnaKpwM8UNxv1N9I1T+nSAqOUo6oYIAoZXgEFWOtkkkVXzH5ItWyiX6OH2eoKpoOTjm4t5779X7MFmnSpAop/1g12ufPn30TDRIWrrJCFUwBCGxtAFn0bG6976QWW5TArIN8xix0FgQItO4lvYnGaEKhncUctFWjM3Jk6fo2HWL+yiULZ0yGKHyRy82hMq/KkXnMEJVNC5R/DbThIrJiFemtDLFwQxy73VKx8RDjLRTTjllF7MfWiq2chPosKjgodSB7yFlfkSKcpIffy0c3w866CB9FvdnSz7BctPFxAhVcXpD8a+hvaLslF7cmpmGqrjI5f46I1T+mBuh8scocjkQQvjjTJr065E7kStgMQuUKULF5MPgx+8OAoLZJF0CUcwqqba0kFB99ZWaotFGsLMP053zo+Idkx+HqVLeohLkkNWu01oUlcd9h3aKKNOcTYjPFdowHOB5JofwUqZ0khGqdNALf60RqvCY5esK2so0VPlCP/xzkWULFi5Sa1a62kQjVOHxz/sVRqiSNwHCjC3nbFLgrDTCCxDfDH+UIJqd5Hcu3i9eDZXTPEGI2PXFwdKOUEF40CBxpAaEK92EWY/At/vss48SKZ7DMyBXHBuUjLQFfa4RqqBIZSafEarM4JiLuxihygXKmXuGEaoQWJrJLwRYec5alIYK8oG2hZAY+BbxQruC71xRCc0UB9ESwO8Pf/iDEhaIyoUXXqg+dumuQIp6ZqrviiJUCFwC0OIPteeeeyrJwX/q6KOP1qNvMkH8wIwgkjizE70aMgUexAhiOzumx3SSEap00At/rRGq8Jjl6wojVPlCvnjPNUIVAjcjVCHAynPWoggVxGDp0qUaEPHII4/UAJePPvqoxh5LLC6CDC3Q888/r07fLnYTpi40NUTP5xm5TEURKp5POYjZQxgQgtVy7Ejbtm2V6FCPdBP3wORJLLcjjjhCyRTHgLCDDCfpIGbDVGUwQpUKncz/RnuaD1Xmcc3GHWkrM/llA9ns3NMIVQhcjVCFACvPWRMJFZM+jtX16tXTQJhoWHhhKnvyySeVlHiJAYIM7RVbztH4eAnVvvvuq4e3ZmKHWxiYkhEqNGVoidatW6caNc6gxAyXSQ0au8TQ6GFe5CSC0aNHa0T2TESINkIVphekn9cIVfoY5uoORqhyhXRmnmOEKgSORqhCgJXnrImECjIC4bjooouEU+advxGkCnMZGphEAoJGiyj6J554YqE5DUfss846S0MNJDMVZqvqyQhVtp5X1H0R8BBP3jOVjFBlCslg9zFCFQynKOTKN6FCJqIhQz7iT8oCyrvwLC5GtsvPHzlzSvfHKHI5mMxKwy4/BjDHCkGeEgkVRw4RnymRUNFYBErk/LuLL75Y/ZKI38TZjpnwTQrbGaJAqMKWOUh+I1RBUMpcHiNUmcMy23fKJ6Hi2Wxq6du3rzRp0kRatmwpixcvVlKVbr2NUPkjaITKH6PI5SgthArhwAoLn6kDDzxQTXgc2YJPUMeOHQuP5EhsIAY+pj9CJuAvBPHC1FcU+Uq8NtP/G6HKNKKl835GqOLT7vkiVGih0PLXrVtXz7zlBmrsbwAAIABJREFUEHVeFSpU0BNFkEWUrbjJCJU/ckao/DGKXI7SQqgAHhMeWqqnnnpKrrrqKrniiivk5ZdfVl+gTKixs924RqiyjXDpuL8Rqvi0c74IFe4M8+bN000u7B52LhJsyMGvFLKVzqLSCJV/HzRC5Y9R5HKUJkIFIUGFPXHiRKlfv74eFEw4AIRDOqutXDWqEapcIV2yn2OEKj7tmy9CxeJz3Lhxqp3Cz9QRKtwlODuS0DOQouImI1T+yBmh8scocjlKE6EiDEKHDh00nhKCgZXXqaeeKoMGDdJYVFEnVUaoIjd8YlkgI1TxabZ8ESoIz/Lly+Xcc8/VXc6OULEph7M803VON0Ll3weNUPljFLkcpYVQQUbef/99qVy5svzlL3/RFRcBKvl80003aZiBqJv9jFBFbvjEskBGqOLTbPkiVMhCfEW7du2qO6P//ve/yzHHHKOafXZLY+6jbMVNRqj8kTNC5Y9R5HKUFkLFAF67dq2UK1dOo327FReBOsuXL590l19UGgwyRWwpYkz16tVb1qxZu1vsrKiUNWw56IOrV6+RgoIFaZkRwj63tOY3QhWflvcjVPyObMDnKSzJ4VquYSczvqWrVq3SRScx7dy9cIf4Veb00thz7AjPROw5I1T+fdAIlT9GkctRWggVAmLLli3qjO7CJrjz6G688UbdARhlDRW+XwMGDJDLLrtMTjrpJNWqDR8+POmxObnoaAhk76u4zzRCVVzkincdbWaR0ouHXa6voq1SRUrH12nTpk1KhsI6iiPvCNaLkzmmPbRQaPAJ3pvtsDBGqPx7khEqf4wil6O0ECoG8MaNG+XSSy/dTUPFbr9kcaii0GAIvlmzZumZgu68PnwZypYtK/PnzxeimOcyIeRZpa5Zs0YPYG7durXMnDlTj+qBuIZNRqjCIpZefiNU6eGXy6uTESrkGdqi2rVryymnnKLO48TYYxxCrIIkNFGY9I499lj1k8L5HPnCApOxnc1khMofXSNU/hhFLkdpIlRhI6VHobEQqAifd955Rw8jdqZKjsIhntbAgQOzvppMxAHfioULF2rYCQ5MPuSQQ+T444+X7t276+6fxPx+/xuh8kMos78bocosntm8WzJCRWw8nMM5kxQihLadg8vvvfde1VhxnV9iEdmgQQNhcebkCu+MaXY/Jybuydhnh1+68fiMUCWiu/v/Rqh2xyTy35QWQoXmZNu2bVK1alXZe++9C8/m22OPPaRatWry0UcfqS9C1BoMIYZ/BGSFA4md4CMo6UEHHaSEKuiKNFN1w0zw7LPP7hJxHoKH9m/RokWhH2OEKjRkaV1AnzKTX1oQ5uxi2qookx9jEPMccaGcTOD9vPPOUy0V1/kl7tGoUSMlVBAyrucdkoZG3HsPtOTImTFjxmjU9Mcee0zmzJlT7M08Rqj8WkfECJU/RpHLUVoIlRNMHOp7wQUXFO70wyn9nHPOkfbt2+vKqzgmq2w3KmWfO3euniHohCcHNl944YV6piDCKZfpvffek6uvvlogo648COKjjz5aJkyYELooRqhCQ5bWBfQnI1RpQZizi53cmjx5yi5uCWiIWAhyULsbg7xzVimyguv8EkStX79+qpFigcYYZkw/8MAD6pzuvd7t+Dv55JN1QcruaE6Z4FguTIdh/U+NUHnRLfqzEaqicYn0t6WFUNEI7IbBuXvIkCFy/vnnqyBCs4JwQFDg9I1wiGJiJ87IkSPl1ltvk/IVKkidOvdrgFIEXVhhlm79WNlyrhe4gR+CGIFM9PmlS5eGvr0RqtCQpXWBEaq04MvpxckIFdoiztgjjh7jkIUhR8NwCsT27dt9CRWyEJ/Su+66SzVUjGPIFP6k+GF55SBlgMBx7AzPcAQOUyP+VoSj4X5hkhEqf7QiTajQPLAjguCOvOiQNKpj8ryTh++ZdLFRY2rxTlYffLBdt6yzjTTXWgF/+IuXozQRKocQK7gTTjihUDAgIDAD4n8AWYhicoL1vffel0GDh8jWrVtViLn+m8syQ+IWLFig4SYOO+ww9aHCsfXtt99WE0DYshihCouYqKxiYwBtkSiLmNz4HjnmZB3fub7Cu2mowmOejyvcuE/UUDFXoWHq0qWL7vzF1AeZgiQF2aRC/8BsjxsBZAwZiA8WWm/CJ3g19ZQBrTTO73vttVeh3GQhxa5j5kPmyjDJCJU/WpEmVHQgGp5I2W3atJHevXur857rOLxDosaOHStvvPGGvPXWW7ra9nZOI1T+nSAqOSDGBQXzZefOz3dbPU2bNk2OOuqoQsGAMMGExmqL1V1U0z/+gYbtG5k+Y5Z8+dVXeS2mE4j4dnG4NKtaFizFSUaowqNG/2Z7O6EzcBJ2iQXgZ599pseGtGvXTl599VU9CYCDwZ0WwQiVQyv678kIlSs5vye+3G+p3ukP+JNCpiBGyEA+Y7afMmXKbmOZGHj4bHk1VOS/8847dbeh61upnun9zcmPFStXyXfffe/9KdafkWULFi4SuILjFsWtUCQJFQIGMoXwufbaa+WRRx7RA3Hr1KkjVapUkcWLF+sW8B07dgjbv+lkxOXgxe844bkVoBGq4naN3F+XilCx2rrvvvsKd8egukbTAjmAVEc1IbQo34yZs1TzkM9yIsRZbGAaoEzpHEVhhCpYS4I5Qnrz5s3SvHlzufjii+Wee+5RbaW7A5rLJ598Uv1rnn/+eXnppZf07DVOA8A0w/XcxzRUDrFov9NWRTmlp1tqxuzdd9+tYRIw90GoMPnh+oAG38157jlooAoKCtR3ksUoO3srVaqk37GQopyJCRm8evVqVV5A0uib3Je8RqgS0dr9/0gSKgQIKziEzM0336xChR1ddJobbrhBt56youPcIuzH+NGwGwyh9fLLL8tDDz2kZgw6gRGq3Rs9qt+kIlT8xi6W22+/XZ04afcnnnhCd/olCpJk9YNIEFAPzQynsuNjEFbtnezeyb6PEqFKVsbifG+EKhhqyCD6ACE02J31+uuvax+mH7qEmY/JizhCyDk0riwmMQkNHTpUNQ/cxwiVQyza77RVNggViyE26NAvCL9C6AQCezZu3Fg1Tl5XFxCiHFyDlQdHdF6cPIFJmd8SE0qM/v37q1sABAwXC+ZSQtfwmxGqRMR2/z+ShAoBxGSHxondC6ykYdSE2q9Zs6a0bdtWSRadCw2WM/nQeSZNmqSB0/AXoYMZodq90aP6TSpCRZnpFxBtBAQTEoO8KMGQWD/ycC2EnFPX8SsgyjDxXD788MNA90i8Z9D/eW5UNFRByxwknxGqICj9OqmxQGTBx2of03WtWrW0/3rvQB9FXtFfkGPItMsvv1wnOCZnfjdC5UUsup9pqyCEyskl2tvNcU4bmax2LAonTpyoVhs09vhA0le4R7oJQo8Tu9ekSIiH5557TudjI1T+CEeSUNHRIFD4Rl1zzTWCX8HUqVPVlwqNFRMqwundd99VBo22ioS2AXPggw8+qL/ROY1Q+XeCqOTwI1T0C9qUgc3Ew/9BEv0Cx3X6DgICNfkf//hHjd3StGnTtO3mqcpghCoVOqXjN9dvIdbTp08vklDRT1gsoGWH+LMj87rrrtP/3SRrhCoe/YX2DkKoaHMc0nv06CEvvvii+tahoUylcYd0Q57oS2g2kZlhZGEqBIcNG6Y7EJ1/FiZForDjUkOEdyNUqdD79be8EyrXQegcONHBwOkwNB62XCLLwpqx/bLF2/nMQKg6d+6sZkGc9UhcA9mqX7++arEQRNu2fSCdO3eRPn37yazZc9TpGcfnOL9mzZojo0ePlR49e6tvTpzr4i371GkzpF//gTJx4mSZM2dextpo+vSZMmDAQDn00EMLg4MiLCBXlStXkenTZ8i8eQUpnzd3XoH2n5kzZ8nsOXNT5vXWibxTpkyTXr37yuQp0wJf571HFD/TB0eOGiNz5xZk3WzqL8bikYNJNhmhYgE5atQo1ZoSq4hJDPmG9gEZySQNoXrgwYdkzJhxMidEH4xi/3FlmjVrtgwZOlzrhJ+h+z7O7/MK5su06TNUPo+fMFHmzt1dljEXDR48REkz5jUC/pYpU0Yef/wJGTFylHAPXrnEoVPnLkqoXHwrZCThHW66qbqMGj1G5d7w4SNl8OChWr9cli1bzwLjmbNmy5ix42Tr1m3yz3+GP4bLK33yTqhg12gPsN0iQHr16qW+UTBw/ArYpcDWUnwJUJWzakMLxUqO/ER/Jd4PCUK1YsUKJVT4KvxKqLZJp06dZczYsbJ23TrZuGlT7F9r164TJvhevfvI6jVrY18f1yYrV62WocOGy+IlS2Xd+g0Zq9eq1avV1HLooYdp7CUEBS8C7CEsVq5cJRs2btTnbdi4SdauWy+LFi2W6TNmyuQpU2Ta9OkyZepU6dd/gHTo8JZMmDhRFi9eIus3+Jdx3fr1snzFShkwcJAsW748Y3VymOXrnbHEpDFn7jwjVF6JmuJzKkLFIhI5yCISH79nnnlGfQXdTkxHqOrVe0CJFf0qX22fyeciyyAd9KOSIsuQIciy3r37yqLFi4uUE0uXLZPGjR/TRZ1zMEcm6UkKgwbpNdwnk1j73Wv5ihXqYsMxNuwM3H///dXhfcTIkbJi5Uqhz02YOEkmTJgkq1atzmnZ/Mpe7N83bpI1a9dpvbZs+TWsTYoh7PtT3gkV5hh2suBMjvmFHS6Y93A4r1evnm4hJg/Ei51exOHAUY7dC5Cwu+++W9jtRyIfB89yHYEgIVSoKiFpEC1+RzDF/cVqFp+MiRMnFfoRxb1OlB/tJEQREy7kOFN14l5oQOkX3mMf2G5MqA36yb//2y/4jNMmUdhPP/10PaqFeE1nnXWWxnzBXMgZeJih8eFy2oNkZaXPffXV10rOvvjyy4zVKdnzcvX9Tz/9LKtWrdEVNPha8kcgFaHiatqO/kQfROuOVh6HY+Qbv6GhevTRRvp/JsdHrvpMUc9BlrENH0vCDz/8WCLGB22ILJs0abKSZGeS89afNqVtvTGiIFSQmMGDB+tc5SdbvPfLxGeeB6nHeR3/0hYtWmjsOsg+fRJZBuFngUj9MvHMfN+DOtMH5y9YWDLCJrgKIUCYSJnMeEGYiJeBZsqBjvqbHX2QKHZpzZ49WypWrKiEjE6LwKIz4ngMSePe5kPlL+ijksPPh6q45aT/0D/wV2BDA7Gr2C0I6WbzgzchPDC9QKYImueiEUOk+Ix/AfGv2GmDppT8qRLPNaf0VAiVnt+SESr6CC+XkFvIwiuvvFIaNmyokxx92HyoHELRfacdkWMseIcNG67kFzKSmMjz5ptvqkYKJ3CnNT/ppJNUKUAfyEdy5YdYMSfTZ+l7JEg8jusWhyp5y+RdQ1VU0WDCmPQeffRRuf/++9XvAM0Tu/rq1q2rWio0T+TBDMguBLbUs4OGmFWoyx2DNkJVFMLR/C5bhMrVFmEBWYeYs0L0CguXh9029J+//e1vhULOCTv3jo8BZ2Kx2wYtVarEM41QpUKo9PyWjFCxLX3cuHFq6mN3MotJghhfcsklql13sswIVbT7CrKAY5zQ7LDor1u3nrqt0H6JpApyQrsTawyNN/6dxJMiQDU7j6OYjFD5t0okCRWMGDXcjBkzlEBxeGS5cuV0xdakSRMlUm6iws+Kzlu+fHl1XodQ4ZjuWLURKv9OEJUc2SZUQeoJoWLHDb4MbrcL7+4FqUJbRYwWSDz5UyXXT6MQ2DNVOcP+ZmETwiImSr7pM5ie0aC7hLadcDAE/eTFJpxbbrlFN+CgKUCW8TJC5RCL5vuiRYs0jA9Bh5EXf/7zn+XSSy9VVxXms8QEyfpVkzVMunbtqgs0/IHzpZ1KLF/i/0aoEhHZ/f9IEiqKSaeC8bPzj07Gi23FrPaZpBAwdEhvHlSUrAbQcLlkhMohEf33KBAq+hYrR0zJhFaAQPHObhcEJep5gulhiqGv+Qk/I1TR73e5KiF9BRMx/cZrKmayxcfPyTnkGLKO8UD/IRmhylUrFf85HJF2zDHHFC7EcBEg+CZuK7RnYqJNaV8WZbQ1cxn/830UkxEq/1aJLKHyL3qwHEaoguEUhVxRIFQIM0wzxAJ6+umnVXPATlIONH3hhRc02CyhO7Zs2bKbGr8oDHNFqFhc8PIjeEWVsTjfmYaqOKgV/xojVMXHLldXEuIHVwDnGsA7B7j36dNH/ZFyVY5sPccIlT+yRqj8MYpcDiYzfMjYReJncopc4VMUKAqEyhUPcgK2aAtYOTqyglAJQ1qyTah+3UX4lTrcYzqC6KEB4bnZTEaosonu7vc2QrU7Jsm+ASvGKVpA3vk/F4kNUWeccYZuZkGT7YIH4/+LZSXuyQiVfwsaofLHKHI5jFDlpkkQxO5V3Cdmk1BRNiIrE0rkyCOP1C3Y+HZ16tSpSBNDcetQ1HVGqIpCJXvf0dbmQxUMXxYZ69evl4ULF+oCgzEIftlOmG0Jp3L22WfrWXunnnqqBqZmIwwLsrgnI1T+LWiEyh+jyOUwQhW5JklaoGwSKjR6HFtx8MEHq6M8PhuEdOCsQnYbIQCzlYxQZQvZou9rhKpoXBK/ZfcupvkLLrhAzjzzTN3IxBiB7GSb1DDWIU9LlixRB/OOHTspsYPg5YLQJWKR6f+NUPkjaoTKH6PI5TBCFbkmSVqgbBIqzJEE4PMeZsrnAw44QA9N9To+Jy1gMX8wQlVM4Ip5WWkjVJjVeYUhIuQdOHCgnHbaaYUx44glV7ZsWd1okso9gmvDPCtVM3If/DAnT56ice6yTeRSlSWTvxmh8kfTCJU/RpHLYYQqck2StEDZJFTsHMJxHl8NtFM4wbITkZAPxGwzQpW0WWL3A5N0STf5/fjjT0pqmLhZLHBeK1pY/vcjO/wOceFQ6cQYckQjHzt2rO4YT2x4ruP+PIcd5ey4ZMz6PS/xPt7/udYIlReRaH9mPl2wcFHJiJSebahtl1+2Ec7c/aPklJ6pWmWTUDERcBQEpg3COhBwlG3a119/vfpWhXGeD1tf01CFRSy9/EzSJZ1QsfmDRQLnsOLcTXiSyy+/XOMRYkrzS/T3Nm3aqAnc7bQjHhRjYtKkSWr2894DAoYpsGPHjnL++ecLR1FVr15dfa+QRcVNRqiKi1x+rjNCFQJ3I1QhwMpzViNU4RoAwc3uIXYRNWvWTB588EFp1aqVrFq1SncmhrtbuNxGqMLhlW7uuBEqygthoX9CkngvyvRFP+KgXeQ0GiJ2ykFs9txzT9W6Ehzz6quv1iNP/BYIPJNzYAmmSbgCrsX8TTRydr8mBteEwA0bNkw47sUtSPBB5MizTZs2FbvJKIdpqIoNX84vNEIVAnIjVCHAynNWI1TFawAEOJMFE0SuHGCNUBWvrYp7FW0cFw2V64+Y7DivjjhuHGSPw3giqfESqh07PpGnnnpKiRCaJbRMmLIx4Y0ZMyZQKBBChnDCBpomTtioX7++apzwn6Jc3sR5iU2bNpV99913l9hRHAPDMWaJ+b3XpvrMdUaoUiEUrd+MUIVoDyNUIcDKc1YjVMVvAIS4exX/LsGvNEIVHKtM5KRt40KoMHNz/Beaov33318JEmY3yA1H7lAXl3YlVDtU04pmKZFQjR8/PhCh4t48HwLFAoP3ZD5YEKonn3xS9tlnn10I1SGHHKKaLm85XXmDvHOdEaogSEUjjxGqEO1ghCoEWHnOaoQqzw0Q4vFGqEKAlYGsTNJRJlSUD+0opjVOEqhWrZqa3dh1iqaJd6KIc/YqBMclL6HCT4pDoo877rhCExzkinMNN27cqCZDNFwcDTV8+HCBZHHQOcSpOInrBg0apM/jOWjDOKezRo0aZvIrAlDabc2aNbJi5Sr57rvvi8gRz6+MUIVoNyNUIcDKc1YjVHlugBCPN0IVAqwMZI06oYJMQXSuvfZadSbHJ8lpmSBUbJhAW9W3b99ddp96CRUEByfxd999VypXriwXXnihkpsFCxZofCe0Ppji8KkqU6aMnpuH1osgnsm0UKmgx6cLEvfSSy+pNu3cc8+VqlWryuzZs9OKbG4aqlSoR+83I1Qh2sQIVQiw8pzVCFWeGyDE441QhQArA1mjTqgIc/Diiy+qVspLpCBT/E84j8MPP1xmzpy5i+nOS6i8/lU4sX/66aeFPoGEAOHa008/XR3W3X1xXm/SpIkSIz+n9WTNwHU8yzmuF/c+7v5GqBwS8Xg3QhWinYxQhQArz1mNUOW5AUI83ghVCLAykDXKhAoCgumtbt26GqkfsuNemNHQVh1zzDHStWtXwW+JuriUjFBxT14uLz5ZVapUKTQFuvuj+SK0Ameb4jtV3IS2iuu9zyzuvYxQFRe5/FxnhCoE7kaoQoCV56xGqPLcACEeb4QqBFgZyJpNQsW9IRNomdauXat+MhCkTz75pPDIFkdsXFVc/hEjRsirr74qzz33nFSqVEmDzDqyg2bqxBNPlObNm6tvFGQK06A3JSNU3jx8JhwCvlXOJ8s9g6C2+FihYSoqLEPifXLxvxGqXKCcuWcYoQqBpRGqEGDlOasRqjw3QIjHG6EKAVYGsmaTUOF/xCHbzzzzjJ59d8kll8hdd92lGicczIsiQoQneO2111TzxPEumPSISI5zN7Gc2Dl34IEHSuvWreXjjz9OikBQQjV58mQ59thjCwkVZM05uo8aNUp38yWSvqQPzfIPRqiyDHCGb2+EKgSgRqhCgJXnrEao8twAIR5vhCoEWBnImk1CtXPnTmnRooUQLgByhNaHd8gRxxjh+A0pwhzmEo7il112mZIayA0vdshBxh5++GGN78QOOrReqUxxQQmVM/lRNkemKBtO7jwjKmQKfIxQuV4Sj3cjVCHayQhVCLDynNUIVZ4bIMTjjVCFACsDWbNJqPA/Kleu3G7+T5jVIDAnnHCCzJo1S7VAriojR47UI4+c6c3lPeuss2TZsmVKctBipSJT3CsooeJeOKXXrl1bKlSoIDfeeKPuBiRYqDcMgytfPt+NUOUT/fDPNkIVAjMjVCHAynNWI1R5boAQjzdCFQKsDGTNJqHatm2blC1btkhChVnt4IMP1kjlhC1wafHixXLVVVepVgrHc16Y+Ro1aiQffvihy+b7HpRQcSOIE+ZHduPh40V5ouI35a2oESovGtH/bIQqRBsZoQoBVp6zGqHKcwOEeLwRqhBgZSBrNgkVDt0cD0M0c2e+c5onTH+EKliyZMkuDuXEjCJe1FFHHaVaLMyDmPswzRGdPGgKQ6iC3jPf+YxQ5bsFwj3fCFUIvIxQhQArz1mNUOW5AUI83ghVCLAykDWbhIoYT2h9GjRoIGeffbbupiNm1GGHHSannnqq9OvXb7c4T2iGiBXFQdz8zm6/9957T6OWh9EaGaHKQOfI0S3QEFqk9NRg/y71z9n9FSHBoMSGv2LFil0i6OIAyW+oo+fOnav2c7b08p1zjsQ+j22dgTxnzhwpKCjQrb4ICJeMUDkkov9uhCr6beRKaITKIZGZd8IJYM5atGiRRuom+jfjwfkgBSVU5EP+cWYeR7NwRAukhwjk/FZU4nueg6aKvPPmzVOShAbKRSl35fBez3XIYjRSPNPJZW8ev89GqPwQis7vRqj82yJvhIpVDDbwpUuX6sqIbbpffvmllpiBioCZP3++PPjgg7qbhIM2iTfCIGcAM3gROBwTcMcdd0jFihU1DgqHXW7atKlwcBuh8u8EUclhhCoqLeFfDiNU/hgFzYEsY6faCy+8INdcc40Gqrztttt0EcmCEXnIK8hZfhAfyBQy8fjjj9edexzVwoKTCZH7RCkZoYpSa6QuixGq1Pjwa14IFQKEFdPgwYOVJN19991y/fXXC9t3SZCtL774Qtq1a6exTtBA4YTYsWNH3Y3CeU5oqjZs2CDVq1eXp556Sj+jwbr33nulZcuWStYQHkao/DtBVHIYoYpKS/iXwwiVP0ZBc0CaOnToIOXLl9cAlmjsif/EWXb4LjkiFIRQsUitVauWEiliQxFJnONZWHDiLM69opSMUEWpNVKXxQhVanz4NS+ECqLDuU0Qo2HDhglbcL2Eyv2OCprDKyFY5Eebhabq7bffVuHANlqOHeBQTn6HZBH75J577pHNmzerlsoIlX8niEoOI1RRaQn/chih8scoaI6tW7dKvXr1VEPFohJZxgLyiiuu0IN70dwjE/0IFXkwG1555ZW64845luNojrZq9erVu7hVBC1fNvMZocomupm9txEqfzzzQqgoFoMfsx6aKGKccMq301AVVWzyEt8EIcPqDa0VQd0gT8QiIZEHPyrMhPgOoAljtdejRw9hmy8T9k8//Rz71zfffCubN78nY8aMU01fSagTdfj88y9k5sxZ8tFHH6uGsSTU67vvvpfPPtspkyZPkU8+/TT2fc+1CVqV5ctXSEHBfPnll2hpPYqSH1H+bsaMGaqpx3+K3XMkNPg1a9YsDEPwK6FaIPXrP6xjH5LFAtL74hq0UIQz2HvvvQvP04NQEWUcbRcy1ntNvj9TnnkF82Xt2nVKBvNdnkw8n3ZgTho+/FdHfZQCmbhvvu/BXD1/wQKZN69APt6xo0TUCUzpgzNmzpL3t2wp9FksrrzIG6FyBabzBSFUNGb//v3VTwofKXaldOnSRR5//HH1P+B+MGi27T700EPyxhtvqGZr27YPpGPHTtK//0AV/osWLZa4v+bNmy8TJkyU7t17yNy582JfH9ces2fPkX79Bsi0adNl/vwFJaJe1GPmzNnSq1cfmTFjZomoE+1FHxwzZrz2PxYyloqPwJAhQwQ/J3ZQuZADEFZcFwhnwMYcCBU+pbfeeqvKNg4aZmGZ+OrUqZNUrlx5Fw0VsaSIM/Xmm2/qAcWJ1+Tzf2R4q1YvyGuvtZXOnTvvVp98li2dZ9MOjz/xpLqtdO3WrUTU65133pEXX3xRWrZqpe436eATpWvpg2+0e1NWrlqVtkk864QKQcAhm+xaYQcJmiUYu0t+hMrd9hn5AAAgAElEQVQ5r+N8fuedd+r2XFTiCBk6bdOmTYskVG3btlVChVZqzZq1upresGGjbNy4KfYv6sGKbs2adbJ+fcmoE+2yfv0Grde6deulJLXVunUbtA+uW78h9n3PjR/ah9enn35WuAHEjWl7D4cAbgocLIzrgpdQvfTSS7sQKsx5EyZMkNGjR+sOPj4nvsaNG6e+qfibNmzYUE2JnLnHYnTMmDFJr0u8T67+p7yUa8yYsXqAcq6em83nsLvyt3pFD/Pi1p16jR07VkaPHlOC2mqC1gX3IVyMsGqlk3JCqNAoPfDAA3psALFOpk+fXljmVISKHStopqZMmSI1atRQx03IGJVGtY0pD98DgCCxUsa0h8kPBgwZ44Xmit9+ffHZXoaB9YF0+8A//vFP+de//h25nWOFwiUmH5iobrjhBnVpcCY/TBFEHeeFPxUJWUZ4AhzP/V7IVUwZLGaRmSws/a6x3/1xNYxKJkYsZOAJKIDSSVknVBSOAc0OPDRU7Mxz4RH4LRmhcjsBiYly3XXXabgEtha7xGoNtox6Gz8p8gPKpEmT1PcA9TjfARCCyBEqSFq6oLky5OvdWycEbCY6Qj7qQvvQHrwSE79RL+rHKy7t5tqGslMHb+I3vqMvUife6ZtR74+uLdwYSlVm8iZrUy8W9vk3BHAWZ2cemiqIFBgi66699lolVJAiEv0EbOPUd36r5e6f6EdujNO34jLGd6/J7t+4cRA3+bV7TX79xsk1J7toK+oYx+TGUVH9zf1W3HbLCaFyA4fBk9gQRREqGooV1dSpU4V4LL1791ZBw31cYiVHMFCc1CdOnKgkDUfAl19+WR3V0WwBDh2AFR4qPXYV4qfAtfwW10SdPvroIw3Ah/aOwKf4XMSpg1NWiDWTCWTbW3b32/Lly5UgU8eNGzcWmkOi3G5uh9bChQt1seAtK/2fhQAxgSZPnqztRzvyfVQTY46xyIYQxg/+jpjtETiJibwQApyf8XG0FAwBxsHTTz+tB/6CLTIRTfv5558vvXr1Us0Sd6IdGC+MB/oQci3KfSdV7Rnj9H0c8ZHfyGd2ZjN+4iybqTPlZxzQVsxhtBc7OZHbcU30M8Y07UR9kNn0x7i1Ff0OBQ9zC/HavKSK3xh7/Ea78WI8Oq1xkLbLCaFKVRCIANqk22+/vVBzRePhc0V8KpwpUXs/++yz0qJFC3WK69Onj3z88cc6OeFHhaMmsajwp+IzxyAwMLkPBKpZs2ZqGnz00Ufl/vvvV0dBOgMAxi1BFBGmjRs31jrhlP/cc89p54hLfVCbMzjZOFCtWjUhGKsjy3Rw6kgMMszEtBkmXPzniFtGu0axnpQJEwsaUvoYTsZMGC5RLwZnkyZN5L777tP2o35oJohGXRRBcdfm6x1hyURAwMlHHnlEy16/fn1tCyZBr6Ch/ggqQpqwyKGtLAVDgIkWIc6OZfyemjdvrlp2xgWkid+RV926dVM5yZigHZB3kFewj9PEhlyGoCOz2UCEDGOMMx4wf0Z1jAdpTcYxiz82FLhxTj3xAY4joaJfIbtGjRql7UO/e/jhh/UzO+khIPweh4S8guQybpyMor0YP8w/cA54BvVz8yt9EhIJTwmS8k6oGDwwRe9KjI6HaZBdKQgV7+uZZ56Rnj176rZU8rHiZ9XcunVr1U4hmBA+NDKNTccm+CcrPjo6gv6iiy5SP644dXDXsSGIkM8nnnhCnVjxJWMipy50jKgn6gEZZuKA/BIhH2HqBiX1oD4QKogGxIu+wO4STCBc6/JGqa4MSJxrMU9DPoiXBoFyCRJJf+Z7zNj0efokwRvRTtBXo5boT5BCJnBiwFFm+h/jCV9I+p5L1A+iX6FCBSUGjFFLwRFA2ONr+tZbb6lQZ7JC4458ROjjLkHfQX6hyUFDAHHHcR3s3YIk+BPzl9ORDha+THCQRiYzJrLatWvrwjqKY9wPMWQbi0EmbEJeMC8hv5BZaKziWCf6FS41N998s86v9DvkGothSAn9kv4Xh+QWLZBC4lfiZ42bEHKOtqFubGaD7FNH+iQLY+QfC8sgKe+EikLSEakU7y7xP41JRRNf3rxcQz73cr8BFBMxzp7scuF7XggtJnO+Y0Udl0T9YMlEVGYliyM+uFB/L25xqA/kAS0jBNetCKiLS65NXZvxzsr1sssu0/aLIhGmjJAOtK3EQmMgQkBI1AdBiyYRweT8ZPCNYXCjQeX3KKbEtmCxAhFEs8a7SwgcxhWCllUd7WspOALgTB9ycox3viPRXyBSrJoR9G5c8B1BPOlnyLs4JVdfVxfqS5BnFosQSUhX3BIyDBMmccAw+TsrCHV1bRm3OtEOLJSQW9TNtRfjvU6dOjofuU1hUa8bZaYuvGP9wpXIESrKThvRD10d+fzKK6+oFtUr61LVMxKEKlUBi/ubWzFDqFjtucRqiPMAmci8K2z3e1TfUZNTds4zZMLCjg2bpi4QEzp+XAYtggdhg3YRMy4rUzpvUYnOTd1YzRJNnzbzkq+irsnHd2CPNgGSjuDhTDZWpy5RB3zdIIVob1jZsbWalRITY1wmRPx9Xn/9dSVPCCbaBzLId5jmWbBg1jRC5Vo+/XfGCfIKDSdkwyXMy2ht6Ute86v7PervLIxYXKEFRXuAdgpLA7IhmTyIcp2Ycyg/cooNU7ijtG/fXidx2jCOdUJuEXiWXfaQCjfHYEVAbvOKyzzKvIGcZSHLghAZ5SVU3r5FPcnPIhF5hlY4SCqxhIpBicC56aabtEM4MBBIrITwyXEaBPdblN/p2KjHWZEyYCFVhIzAZAZpRCvChB6XhHBhIk5FqOjUdHhUr5gFWS0wcTCJRzVRPgRPIqGiLhAQNDgXX3yxrsSJPYR2KqokMRFj6kbgXEggQRiZDPkO/wo2j9AHIVz4jBihSkSv+P9jMmLME1uKicwlCDpmc/yo4mJ2cWXnnQUiGndcOtitjQkTR2DkmJu4vfmj/pnFFD5h5557rloRkNFM3IzzAQMG6AIy6nVILB8LeTZ/0f/Q6KAhJQYksdCqVKmi9cMkGJfE3MEYgrynIlT0QVxOqCO7b4Nas0osocI8BqHC3wOnMpccoeI09jgRKhrYnWWIWpyODdlggsOfBZ8qBG9cUhBC5bRyrBAQTNi4o56SESrqiyaRFR0m21atWmnfpB9iJoQwRzW51RoaN9oC0xN9jT6JRurGG2/URQpkCmFFX0QLxwovjhNj1NoBrPHNSyRU+OJBZONKqJDFkHHI+fPPP69aEBYcyO44anPo/8ipc845RwOusmDkOzRVmJjQXMctQUAg68grFlLIK+pIffBFhkDGRUMF9kEIFXILjRT1pD8y1wZNJZZQJTP50fgIezQerJDikphwIU+sFDCv0Oh0DuzXRL7Fxh0HwuHw9iNU1I2OjFYKbSKroij6Trn6uPeiCBWkApU/K3HIFCs6hC0Ehe8gWWEGrXtWrt4hthAnnDOdip/+iKmGo1HwpeD4FBYwmDGZ5PEXcxO9kar0Woq+w0YHHNa9/irstESzgwYhjhoqZBikHAKFthOtR8WKFXWzTRzrgxYD0yykg7mF+iGzGDvsZmZ8xDExfmkjnLU5P5cxjjYa9xPmIm+fjHr9/AgVdWUeZVMBmnasCigugqYSS6jc6hmTnzuGxmkJsIsSr4rVQ1yS09Zg4sORm/9pfKdxY6Jm4MYlJSNU1Im6oc1p06aN1K1bVzVzEJU4pGSECkKISYN+5yYLBDBOkghb3qOYqA9tgdaJ3YhM3q7voY1CO8rihAkfwsVnVq749lBXJkra1FLxEcApfeDAgYovY5xJgckaUwQEhL6FvItLcmOcerjEZxaGl1xyiRJxXDbilhjXyCyIBtYPxgmEigka06z3hJC41c21GcQKuYVfMlpTtKT0z7ikVISKtkJpAT/AF44dzbRpGPlVYgkVAoeGh0GjnuScLFbUbG1n0Lp4J3HpCBAQOjN2X0giqwXIFM6ckCwmL7QecUnJCBVCiHoQHqNq1arqyI3Jg1UQ39PBuTaqKRmhoq0gGxBfhC314Z12g2hFUbvIGGKydr4g+BR424IFCfVA68uKnNUc/m6YAdCmoFmhPS2lhwDaQIQ7/hw4O9MGaDkR/CyuIK20VVwSfcLJLxyE6UPUiZ3XEPGwWoGo1Js2YJ5hlx/txNhhXBDHjbaiDeOakGuMd9qL3fPE2MJMyxiPg+XA4Z6MUDGn0AfRrjP3EDcMmU3f5NQCxliQVGIJFZUHPDo4Exn2X9TjvIhNxQooDPMMAma281BeBCkdmXg/CB+ELOpJOnmchGoyQkXHZSV3xBFHyAUXXKB1hFjxgjhy4rnT8GQb7+LcvyhCxX0QOkQax98Ip3TXdvRH/EjCqJWLU67iXAOBReu07777atRuyuragkUKDsSMMfdiomQRQxweHFj53lL6CDDu6T/0feQYGx6IAcR4QEMQNzmGRoNJC+Lh+hSfWSii+UDbFrc6uVZmXsEBHdcMZDPhU3ixkI+j1s3Vi7537733anuVL19etdVoS5lz4tRWyKSinNJRVhBglnkHDbvrl8g76o2MDpJKNKECAIBixYPgwTkdx24AjauwZ+KFSaMtoD68Uz8Ebpw6NmWlzPgOQXpd2fmOVQGkyh11QoA8Xjhvkz/KxJGyQQrpZ14BSn+jL0J8Me/RdvghsGolXxS1bmhG2JKP7wftQZm9bcFq1ZtoQ0gVgjZOjqreOkT1M9iyUkYjTTuwww/HWfpU3BJ9hP7BbljXpxgLjA20IHGVzbQD4x/CyLhhrNBO7M5moRHFMR607zDHMNcgu2g3rD0sHp3cDnqffOdzMgqLANpD2sR9R/9jkci84/qlm3fIGySVeEIVBATLYwgYAoaAIWAIGAKGQDoIGKFKBz271hAwBAwBQ8AQMAQMARExQmXdwBAwBAwBQ8AQMAQMgTQRMEKVJoB2uSFgCBgChoAhYAgYAkaorA8YAoaAIWAIGAKGgCGQJgJGqNIE0C43BAwBQ8AQMAQMAUPACJX1AUPAEDAEDAFDwBAwBNJEwAhVmgDa5YaAIWAIGAKGgCFgCBihsj5gCBgChoAhYAgYAoZAmggYoUoTQLvcEDAEDAFDwBAwBAwBI1TWBwwBQ8AQMAQMAUPAEEgTASNUaQJolxsChoAhYAgYAoaAIWCEyvqAIWAIGAKGgCFgCBgCaSJghCpNAO1yQ8AQMAQMAUPAEDAEjFBZHzAEDAFDwBAwBAwBQyBNBIxQpQmgXW4IGAKGgCFgCBgChoARKusDhoAhYAgYAoaAIWAIpImAEao0AbTLDQFDwBAwBAwBQ8AQMEJlfcAQMAQMAUPAEDAEDIE0ETBClSaAdrkhYAgYAoaAIWAIGAJGqKwPGAKGgCFgCBgChoAhkCYCRqjSBNAuNwQMAUPAEDAEDAFDwAiV9QFDwBAwBAwBQ8AQMATSRMAIVZoA2uWGgCFgCBgChoAhYAgYobI+YAgYAoaAIWAIGAKGQJoIGKFKE0C73BAwBAwBQ8AQMAQMASNU1gcMAUPAEDAEDAFDwBBIEwEjVGkCaJcbAoaAIWAIGAKGgCFghMr6gCFgCBgChoAhYAgYAmkiYIQqTQDtckPAEDAEDAFDwBAwBIxQWR8wBAwBQ8AQMAQMAUMgTQSMUKUJoF1uCBgChoAhYAgYAoaAESrrA4aAIWAIGAKGgCFgCKSJgBGqNAG0yw0BQ8AQMAQMAUPAEDBCZX3AEDAEDAFDwBAwBAyBNBEwQpUmgHa5IWAIGAKGgCFgCBgCRqisDxgChoAhYAgYAoaAIZAmAoEI1b/+9S/58ccfZdOmTdK/f39p0KCBVK5cWapUqSI333yzNGvWTKZNmybfffddmsWxyw0BQ8AQyA4CP/30k0ycOFEaN26sMuyRRx4RXg0bNpTXXntN5s2bJzt37pR//OMf2SmA3dUQMARKNAK+hOqf//ynfP755zJlyhS55557pGzZsnLZZZfJ1Vdfra8rr7xSLr30Uv3tvffeK9FgWeUMAUMgvgh8++23SpwOOeQQOe+88+SKK66QSpUqyeWXXy7lypXTV/PmzWX9+vXyww8/xLeiVnJDwBDICwK+hOqbb76RWbNmyemnny5nnHGGvPnmm7J582b55Zdf9PXRRx/J7NmzZeHChfLzzz/npRL2UEPAEDAE/BBAlrVp00YOO+ww6dq1q2rcP/jgA1mzZo0MHTpUatWqJQcccIDUqVNHWBz+5z//8bul/W4IGAKGQCECKQnVv//9b1m1apVUr15dTj75ZBk+fLgglNBaIWx48RlzIGpy8lsyBAwBQyCKCDhCdfjhh8ugQYPk66+/VvnF4hB3hW3btkmrVq3kxBNPlHfeeUfQaJlMi2JLWpkMgWgikJJQIVB69uwpJ5xwgvoafPLJJ7Zqi2Y7WqkMAUPABwFHqI444ggZMmTIbj6f+FjhJ4opsEKFCvLhhx8q4fK5rf1sCBgChoAikJJQYc7DYZMV27Bhw1QTZbgZAoaAIRBHBPwIFRp3tFWNGjVSX1Gc1PnfkiFgCBgCQRBISajWrVsnd9xxh/pP4SNlu1+CQGp5DAFDIIoI+BEqyowLQ9OmTdVftFOnTraIjGJDWpkMgYgikJJQLVu2TG655RY5++yzdecLwsaSIWAIGAJxRCAIoSJEzFNPPSWn/v/2zgPequLa/3ktLzFFX2JLNLaoiRF770YFew8qBgug0pQiAiKCKIqighhBBZQO0nu9l8u91EvvIL0qCIoaNcX38v+s/+e7yNzsezzn7LNP3fveNZ/P/pyyZ8+eWTOz5jerTY0a8tJLL5m3XxQ72upsFCgQBZICqpUrV1YAKjxhDFAVqJfstUYBo0DGFAgCqPBq7t69u0moMqa6FWAUqD4USAqoiMdSt25d3a3NmzfP7Amqz7iwlhoFqhwFUgFUbBrbtm2rcaqmT59uoWCq3CiwBhkFckeBpIBqz549aqB56qmnytChQ038nbt+sJKNAkaBHFPAD1ABpoiUfv/99yugwuPP7EZz3ClWvFGgClEgKaAiNgtACkBVr1492b17t8VlqUKdb00xClQnCiQDVMSb4kSIESNGyOmnny5NmzaVzz//3PhddRog1lajQIYUSAqoXGDPBx98UE488UR588035cCBA0K8Fhcpne8c08BOziILZ9gb9rhRwCiQMwo4QEWk9CFDhsjevXs1eCf/79u3T4N9nn/++RqDatGiRYKBuiWjgFHAKJAqBZICKgqB2cBcOMPvpJNOkoYNG8rUqVNl+fLlghfg/PnzZcKECXo8jR09kyrZLZ9RwCiQbwrAy7p27arHyzRo0EBee+016dGjhzz33HN6pt9xxx0nF198sUycOFGBVr7rZ+8zChgFok0BX0CFXQFSqbKyMmnTpo0ehMzhyLfeeqvcfvvtctttt8lNN92kjCmbgAppF5IvorNjy8DZWnxHIuYkYUjQeCe2Xtu2bdOjI1BT2s4y2oPSam8UyAUF4Ce9e/eWs88+Wy666CK57LLLVBrFQe8433Tr1k03iACvXPAQpPrw0u3btyu/gp+5o2143zfffCOcLQgvg6fB29z9XNDDyjQKGAWySwFfQMXrADCo9LChQlr1/vvv65lXXbp0kbfeektKS0vVmDNbYRVgIpwPuHr1at1RwuzuuusuadKkiUyaNEmPjIABAZ5WrVolnTt3lnvvvVeDkPbs2VOI8G6MKLsDxUozCkSdAvAw7KQIAcMZpfAXPglgzDEzACm3Wct2Wzk3EF6FhOyBBx6Q++67T4/1gmfCy6jX8OHD5aGHHtKzU9u3b69aAI7/ylWdst1GK88oUN0pkBKgyjeRYHzs1Dio9IUXXpBp06YpkOrUqZOcd955+hswheSKwKONGjVS+4cPPvhAmRFMC0mWJaOAUcAoUGgKAIjGjx8vtWrV0qO8OGR+9uzZCuScZKpfv34qOSM6O/dRQ9asWVNBGHksGQWMAuGnQCgBFQwIcTficS5E9ezUsNm68cYb5Y033lApFGdtXXXVVbJ27VrdXeLyzC4PI3qkVLazC/8AtBoaBaoyBdgcwsOQSvXp06fCEB4JPCpAeBTqvSeeeEKQSsG3kJTt2LFDrr32WpVoffHFF1WZRNY2o0CVoUAoAZWjLjszJE2Iy/HIKSkp0V0ers3YIfBJzBgYEgkQNnfuXDWcnzJliqn9HCHt0yhgFCgIBeBfmzZtktq1a6ux+7JlyyqkUwAlTBMImowKcM6cOWrGQEXheYCwVq1aVfC3gjTAXmoUMAqkTIFQAyoAEmo9VHmvvvqq1KlTRxkM4IodHDs+ToZHMkViN4idAjFksO0CkHHx/9///q3uCPke9evb//3firAV334b/fa4/nChOPh0/1WFz6rYLsYgfcP8MklwYn6LacLo0aPVLOHxxx9XJ56rr75aAdbYsWPVVnTUqFEqece2C8kVCYk85g4AKswfSNCasQRfdPSP+vwwXhYd/l25r6oOj3ZrKPMr0xRqQAUzmjVrVoWhJrs8Di4FTOEJg8cOvxGpk2AuGJoCqPDYgUCfHTigRvOTJk2W0tIyKZs9J/JXadlsmTlzlswoKpbSsqrRJvplVmmZFBXPlJJZpVJWNjvy/aRjrWz2wXYVFetnVRh/rl1z5syVrVu32RmfSbgwkiZsOvEqxEt6y5YtagDPBvH666+XjRs3yoABA/Q7xvHO9hNA9corr8hTTz2l3suA1h07dsrQocNkxowigQdUhbF0kJeVSEnJrCrTJvqFtQb+XFJSWiX6yc35mTNLpLi4pMqspdpXZbNl4aJFKpjJ1Jkt1ICK3RgMCe9CANSMGTOE+DEwI+ym+vfvr+Bp//79ytLIj0gdQIX0CkD18cd7ZMCAgVJcXCybN2+RbbgsR/zatHmzLF6yVEaNHiMbN26KfHtcf3z44QaZMnWarFq1WrZs3Vol2sUCum79ehk/YaKsWbuuSrSJ/mIMzp07TxYtWqwbmSSYolrfwh6Kzd1jjz2mvAkexcaPg+eRuJeXl6vdJyFo2Aw6CRXPtW7dWiXwSKgAVMT+a9GipSxfvkK2bKka84NxxEZq8eKlVY6XjR49VlauXKWbDsfjovy5ecsWBb2zZpUJvDrKbfHWfdOmg2Nw90cfKWbIhGGFFlCBFL2qhIM7tB1CWITGjRvLkiVLNKDonXfeWXEkDrs7JFqALuJmUcauXbtl0KDByqxgZFUhob6EyRYVFVcw4KrQLiSS5eUL5dNPP6syUg/c4lkc2QlVJeNixuDateukvHyRAaokk4/YUpMnT5Z27dqpNAo+xoVkijAw2E/Bq3Ckwe4TyRR8C6k7sf6QUBGvimcAr08+2Up/ZytETZKq5+UW42jNmrXKp510Li8vzuFL6Cv6vbh4pkbgz4YqKYfVTblo1k/U0qtWr5Gvv/4m5efCnpExuGjxEh2DmfZVKAEVA5KdGt59fCfBZNavXy+PPvqo7tzY+SONwhMGF2R2fixcHI9DLBekVjxrgCrsw/lf9TNA9S9ahP2bAarUegh7Jzz37r77brUFdXGn4FmERUDqhIMN0iiM0HGwgZeh/rv00kulb9++CrLgZQaoUqN5oXPRVwaoCt0Lqb+/ygMqGAohEgBPxJgi/tTzzz+vnjBENUZMzoBl50asKhgTDIndHLFeOKcLRkYyQJX6wCp0TgNUhe6B1N9vgCo1WrERRPLy3nvvCbyrWbNmyqvgU4RJ4ABmNo4403ACBarBjh07anw9PJgBW4AwA1Sp0TsMuQxQhaEXUq9DlQdUiBaJXExYhA4dOkjz5s2VERF/avHixcqgGLRIsbCtwqgTMMU1cuRINS7jPskAVeoDq9A5DVAVugdSf78BqtRpRU4OX8abr2XLloK3HwE88WB2YAlVH+o/+B2gq3v37rJhw4aKMAoGqILRu5C5DVAVkvrB313lAVVwkiR+wgBVYtqE7Y4BqrD1SOL6GKBKTJtc3DFAlQuq5qZMA1S5oWuuSjVAFYCyBqgCEKvAWQ1QFbgDArzeAFUAYmUhqwGqLBAxT0UYoMoTobP0GgNUAQhpgCoAsQqc1QBVgTsgwOsNUAUgVhayGqDKAhHzVIQBqjwROkuvMUAVgJAGqAIQq8BZDVAF7wCYN1e+kwGq/FLcAFV+6Z3J2wxQZUK9/D9rgCoAzQ1QBSBWgbMaoArWATBuPYbkn4fsBns6s9wGqDKjX9CnDVAFpVjh8hugKhzt03mzAaoAVDNAFYBYBc5qgCq1DgBE4QXrQoZcd911ejIAZ1zCzPORDFDlg8r/eocBqn/RIuzfDFCFvYcq188AVWV6JP1lgCopeUJ10wCVf3fArIldRKyiY445Rr7//e/rddJJJ8nAgQM1lEg+QJUBKv++ymYOA1TZpGZuyzJAlVv6Zrt0A1QBKGqAKgCxCpzVAJV/BxAoctOmTXLhhRfKD3/4Q/ne976n13/8x3/IFVdcocFuyZPrZIAq1xSuXL4Bqsr0CPMvA1Rh7p3v1s0A1XdpkvAfA1QJSRO6Gwao/LuEs6Y4gum8886rBKj+/d//XS666CJB7WeAyp+OUcthgCo6PWaAKjp9RU0NUAXoLwNUAYhV4KwGqPw7ALDEkUt169aVn//85wKQ4jriiCOkbdu2Fee++ZeUWQ6TUGVGv6BPZxtQUR5HfKE+/vTTT3XcZHowbNA2kZ9xZIcjp0O5/D9jhyP70zyUhyP7Vzv1HAaoUqdVoXNWFUDFYgXwoT1IjDhiZMLESbL3k0+yYjTO2W+rV6+W2267TX71q1/p9fDDD+tRJfmQTjFODFDld7YEBVRewMQY5NDlzz77TL1COe6Gs1BXrlypR900bdpUhg8frsfjALLymQxQ5ZPamb3LAJU//QxQ+dModDlgQrt27ZKiomI1Qg5dBdOsUFUBVIAaFqwPPvhA7rrrLqlR4wy5/fbbZerUqQJTYrHLJPE80oQvvvhC1qxZo+AKkJVPCYMBqp3fKK4AACAASURBVEx6MPizQQEVoImzAJs0aSKnnHKKnHjiiXrY/IcffihffvmlFBUV6X8//vGP5b//+7/lZz/7mXTu3Fk+/vjj4JXL4AkDVBkQL8+PGqDyJ7gBKn8ahS6HAarQdUmlCgFuiouL5eyzz5af/OQn6oV32GGHCeENOMwbxpSNBICirGyAtKD1MUAVlGKZ5Q8KqPbv36/Sp8MPP1wBE96gfOcAeSRT7dq1kx/96EeqLsaxAacGQNeQIUN0s5avMWWAKrNxkc+nGRPr1q2TVavXyNdff5PPV+f0XYzBRYuXCNqsTDelBqhy2lW5KdwAVW7omq1SkQAgGcDGyXnh8cmC1adPH1W7pPsuYlBh97Jjxw61pUISlqnEK526GKBKh2rpPxMUUK1atUpuueWWCsDE+PvP//xPOfXUU2XmzJnyxBNPKNB34/Pf/u3f9DcqZMbu9u3bfaXf1ClTFbMBqvTHRL6fNEDlT3EDVP40Cl0OA1Sh65JKFQLwYNOEVMq7YB133HHSs2dP34WqUmGeHyxe2MP06NFD6tSpIy1atFDVDXYv+QZVBqg8HZOHr0EBFapg1MxIntwY/K//+i857bTTZM6cORoUFnUf9wFTLg+fP/3pT6VTp04K2OM1jbqgUkQSiyTsr3/9q/5OZwwaoIpH4XD+Z4DKv18MUPnTKHQ5DFCFrksqVYgFZtasWWq7glSARQo7lYsvvlh27typi0+lB1L4AZhi8XrkkUfUow9VIoDt9NNPl3nz5unilkIxWctigCprpEypoKCACilply5d1DYKIIUn6KGHHqpgnCj7qJ5xagDkMza9gIr4Zr/5zW9UShVbOcYh43vEiBE6npFoXX/99TJ37ly1GwwqsTJAFUvh8P42QOXfNwao/GkUuhwGqELXJZUqhB4eKRWRy2vXri1XXnml3HrrrTJmzFhdjNLZycPMFi5cKGeeeWYlNQ5qRRZG3pfPZIAqn9QWlUAuWrRYnnyylUqOkBAlS4wXHFdefvlluf/+++Xee+9VgLV161b529/+pmpn7iMx/d3vfqdjykmqkFzhTAHwYqwynvEQ5FmCymLQfs4556gNFs9gi3XVVVepbVZQL0EDVMl6MVz3DFD594cBKn8ahS6HAarQdUncCrGTZ9FatmyZTJg4UeP9xM2Ywp8sVJMmTVLJgVv4kCogdbjssst0wUuhmKxlMUCVNVKmVFBQCRWF8gyLIHHLuBiPsRIkgFLr1q3lyCOP1LGE1BM7q9mzZ6s3IOMOqWr79u2lZs2aUqtWLbnkkktULeiVaiGp6tWrV2BJqQGqlLo/FJkMUPl3gwEqfxqFLocBqtB1SdwKsaBhRH7gwOcyq7RMPv/ii7j5UvkTiQQSAo6XQX3jFrOjjz5aF7s///nPqRSTtTwGqLJGypQKSgdQUTDPAaK4+B6b+B/p5rvvvqvq5ObNm6sECvso7gHEGjZsqGpmVIN4C6LG9o5BxuKxxx5rgOqfxIXOOIsUF8/U2F6Zeo7F9lmhfhug8qe8ASp/GoUuhwGq0HVJwgoBhAA7ZbPnaNyohBl9bsCkWeRQt9x4443CYcio/4iOvnv3bo167VNEVm8boMoqOX0Lo/+DqPx8C/RkYKFkjBKDCjs94sE5EEbcKuypDjnkkAoQD4ACUDlQhc0Vxx7hWWgqv4Mg1gCVZ4CF/Cu8zMImpNhJFik9RUKFIFu+AnvG26nnqvnZAlSufl999ZVKqggSik3Vvn37Ekof3DO5+DRAlQuqJi4zFUCFJASJKIs5dlKZSkYAVStWrFDw/oMf/EABFepmPAN//etfK4g699xz1YavtLS0AoglbsV37zCO7OiZ79IljP+YhMq/V0IvoYKRuN1S7ELIb5gGi5a7+E1+lwxQOUqE/zOXgMqNFXbQRBiHOXjHSa6o4wBVadkcOXDgQMU45f98vD9X7TJAlT5lHT/z9r/jc/Avd3n5Hd+TSai4jwRz0aJFMnr0aJk/f77aQHnLSKfGGKbjxUcoBSRSqPswQu/atasCe9TQADhvW4K8xwBVEGoVNq8BKn/6hxpQwQzYka9fv17ef/99WbBgQUWLmMAYVA4YMECeffZZefrppzX67wsvvKAu6yxYJANUFSQL/ZdcASoWKBabyZMnq1HtySefrEEPiRjNTj6XiXH45Zd/lhlFxbJ48RIdp1dffbU88MADGk0diUK6i1Eu6+1XtgEqPwrFv89YRDX29ttva7gLfpMYnxs3blSvO2JA4YCA+s2p0PwAFbzwueeekxNOOEF+8YtfyPHHH6/G5hx87MqIX6Pk/2LIvnz5cpVCEcMKj8AOHTpUqJkz3ZgYoEpO/zDdNUDl3xuhBVQsMjAUbEYef/xxXQiJMu0SCxXeJ/Xq1ZNGjRppIDrOonr11VfVQ8UxKgNUjmLh+IRBw/zZ+fLpBTSJABVjgedYdFgcgu662UEvWbJELrjgAt1do7Jgx33NNdfoYhG0vCCUPAiovpT+/QdI7Xvu0eM/sDnh7DQMzPEApG1RSwaogvcYYxd7t8aNG2sojb59+6qkFFC9ePFiDdaKUTjA6NFHH5Xnn39e7ZrgZX6Aavz48VKjRo2KQJ2McQzF4Z9sSknMIxZFxmSqY55nqPeWLVukpKREysvLVc3snbfBKfGvJwxQ/YsWYf9mgMq/h0IJqJjsMBECFhIP5bXXXpM777xTvUhck5jkiJuJsYKY2wEod999GqBylCjsJ33qJiQ7XGIntWzZUg/3ZUEhxQIqnqGfAdYclzF48GBdeFggWBRSTQA3pJiAGOcd5zyTkGiyaHgT7+VKNZGX+mDYi1qP91FH6k6bUTE2b95SfvnLX1Z6vztbLd8xpFJtV7J8BqiSUee79xgjLjYZXnMYcb/11ls6RhgvhC4gsjk8jaCcS5cu1fAEqO8A3DyfTOX30ksvfWd8Md4BZ9jZsRkBzGF3h8SfusQDVryHK1/JAFW+KJ35exz/trP8EtMylIDKVRcmsHbtWo3Yi4oEMblL7JAQkRM4kd1TIiZggMpRrLCfgCYkijfddJNKh5DSEEAQKQ0qBUBNLKACkGzevFnVYy5ODuoMghVyBEuqCbUHC9b//M//VAI0lAXQYpw5UMU44r1cicZU7HthNIA+wNn555+vhyJzCO2GDRtUAvf5519I/foNKh1FA6Aj5g8BF3k2askAVbAeY/yzQSSW09ixY+Xmm2+uAFSrV69WSTv/A8oZi4AsNh2tWh0M5MlYTAaoCHvAWZHeDQOAneCySINHjhypXqGALCRXnOW3Z88eHeeuJW7sM57zlQxQ5YvSmb/HAJU/DUMNqGAsLHZM/IceeqgSoOJ/bBF+//vf64Gz/fr1k+HDh+vui4XZJQIrDhw4SKP4AsKQZEX9YsfK4bjTp89Qg9Cwtwe6szsGEMPknbs1HkMcfdGxY0dl7NgazZu/QHfUABqkPSwERxxxhBrDkp84OKju8CpKtd3s+AlUyILD8yw6lOXUfoByFhikAZyTB3hnvPXu3VuDcf7922+TvotYPUgCWKgAinhEAQBRVe/95BNtx+vduss555xb0Q6Me7FzGTN2rEokUm1LWPIxBvHOKi9fqFI4N9/s87sUAKjAq5BMYQtKKAIk705Chccm0ils+uBrJIAVYOrJJ5/UueMAVcuWTyo/jB2TRDCv+8ADctRRRwnHEjH+/vCHP8i27dvVpvTyyy/Xccnc4ygaNz45BBlp6patWzWSet26dVUliaoQUIcUK5djjnG0ctUq2b5jRyR4WSq0+L9//EP7b8aMIt34ffu//5tTGqZSp2zk+dvf/y6r16yRFStXafuyUWYYymAMLly0SIMwU59MUqgBFQ1jZxcPUDkJFTt84vJwsjrSD1SDEydOVMkATAhABRMrnjlTmcvujz6SqF9bt22XJUuWyujRY2XLlq2hbc+u3R/Jjp07Zdny5SpVAkDEnht21FFHS4NHHtF8GzdukqlTp8vqNWv1N4wWVYYDQQAhFoRjjjlG3u/XL+V2b9u+Q9auW6dlnXnmWXLcccdXLDwsLpQLuCJIJke5AHYARSeedJIA1Dds3JjwXbt271bJA4buzrXcATbO7ptZUiLrP9wggwYPkY4dn9Mo1IBI8terV19Wrlot1C9qY3Lbtu0yd958WbCgvJKUIxNmVBWfdargN954Q+08kazCkwDxDlCxacCTDqAFcycBcpDEIulEsusA1RNPNJMVK1bK9h07K40ZeMKC8nJp0bKl3HrrbdKsWXOZMnWqbN22TV555ZXvSK8Y44z1Xr3elkWLF+tzjH/mGpsCwiKMGzcu5/yF+pWWzZYlS5cqqIvaPIhXX/jexk2bZfSYsbJq1WrZsXNXpb6K90wU/gP0zp4zV4MUb9y0qUq0ib5i7hB4mXlWbQEVTIfGYwsA6OJil4a3H7s/1IFIuCASkpEBAwbKrFmlOiAYFFG+SmaVyvjxE6V3774yc+YsDRpJ4MjZs8PVrrKyOTJjRrGwCKDeA2h4L6RExx9/grz8yivKVIuKZ8qAgYNlytTp+nvS5CnybIcOlUAYgApg9vrr3QL3ITQqnlkio0ePkUceefQ7KkBv3fgOQPrd706XUaPHJH7X7LkybNhwtV/xAj/aBngbOGiw0uC99/srWESq+MEHH8i4ceOltLQscbkhH6OzZpXJuHETZN68+QaokiBBpOVIPjEyx/AcgMUGEenRn/70J+Vbo0aNkhtuuEHWrVtXCVDhZBMLqB57rKFMmDAp0Nh58cWXdM7Ejm9+33ffffLaa6/rBsNtLly+u+66W8aOHZfTMQov+2D4SBk/YZLMLJmV03flk+cXF5dI797vyeQpUwU+mM935+pdgI7hI0bJsA9GCLw6V+/Jd7mMwXHjJ8r27Tt0fiaZzr63IiuhomXs2gBN7hPmhfHyI488olIq7rEbxMMKL68/f/WVMix2gVG+UI1t3rxFQRUSqhUrV8r06dPV3syd2RWG9n319dcKaK+97jqV+jhGDdgArBCBuXv37v80mv2rfPrpZ1JWNls++uhjtaeinYiYkT5i+0H8G+yeWrRooSrPdNqISgWbpaefbqfqR1eneJ9Eh65xxhmyafPmpOOFCNM4Tjh1pvMiRHVIW/bt269hE/bs3SvffPMXlT7gefiXv0R3HNI3SEoWLFgo336bP5sbX44WogzwJcATZ99hD8W4xWYPVd5vf/tbPTCbcYMkCGCDcw3jgoSa+sEHH1THDXdIMTZUzZu30DkFr0t1/KNuv+eee1QVyNhkrLMxQRKFJ+GECRNU6uvdEJAHEIiRfKrvSScf42jp0mXKz3DeSKeMMD6DunTy5Kkatoc+DWMdg9YJqSnahiVLl6k6OOjzYc3PGMTUZOfOXdVXQoV0CqkUCyTf2fkxIVH3Pfzwwxqz6iCg2i2DBg0WDD/zaWyZS76OISeSN4AiNj94DKFC4pDcbt26KR0yFV2yGKBWZUHAmBabJZirs/FIpX3UATsoPDG96jDUfgAj3MYBN/QTiUUCmxyAFf1JHWBGeDyhtmC33rNnTwXJ2Film2jXtGnT1M3cLSLUCQDFIsNig0oEexTc2DFqT5YoD1BF/CDUzqigWTwxqIde2MNkevRMsvcX4p4ZpftTnfHLwgqI4oggdzVt2lTOOussVfPhyIB9VZMmTeTFF1/UscZ4AgQR1oP7zCHKSmaUnqw2zBUcJABV2PmxOUG9h5qRsB2MU97lDd6JAwebHXhqLpMZpeeSutkt24zS/ekZCQkVdgf169fXAzxdk2A6ePexu8JAm4WZwJ/EpWrWrFkFE6qaXn5/V/Hkk62ekhM8nj2I7Am8BwACbGaSAEPbtm2TNm3ayDnnnKPgA7uPsrKyCqkgTB7gA+hh98InzNsBJO5TDwJqYhAOWOGCmQM8kKa5vNQ1FlClU3/qQx1cPahDbOKdSACwrSNYIYsHNiPsyK+66io1ggfw3XHHHWrXkgoteQ/1B+hCN3ZjvIf6GKCK7YHq+5sxwbjH9rNXr146Thk3BChm7M2aNavC7pONEmEOGH+Mr3QBFdSmDDZExOkjbh+2iQA55iyAbejQobopY4MBsILfYjaR6cbMr6cNUPlRKDz3DVD590XoARULIxICdnfDhg2raBELFudMsesi8jTMCNVQu3btdDfmGEFVBVRbt26T++6rU+nQUlRpxDrq37+/Lu4VxAr4BaYPo+V4CaQ0MFnAGkas0JsFAaAAkwZAIDXCg6l9+/YK5rxSLBYC7NwAVXfffbe6i9OXgORYiWGmgIp6u1g7HL1B/B3qGS+Rl/ehEkbVAjinnkgU8LZibLE75/l4oCxRmYw77zN8N0AVj1rV8z/GHWMMr1JADHOA/wA1SJfZaOC5zFxhzgD8GX+ZAiqeZywyN72bH96PhApP27PPPlsjrSOVxfuPvKmO/XR70wBVupTL/3MGqPxpHnpABbNBGsVuCbWKSzAHmA2eMbjEIzlBfI2kyitRqKqACi+r+g0ekUMPO6zC0NsZbBM12QtqHM1S/YS2MPg6deqo3ZKzLwJYIa3CeBYaIxlkYcBrDTUCUp1LL71UIyp7+8CBCiQ3qB4AyPwXy6wzAVQ8CwjC7ZsDW6knNkyoegHl8RLvBwBxn09+c8E44tUvXhl+/7m2m8rPj1LV4z7jC37GPADMw99IbuOIreecOXM0/AtAnPFD4rl0JVQAKOYsYWWw12LesiGlTMAdGxzmLjaKqL1POukkjV/FvVwnA1S5pnD2yjdA5U/L0AMq/yYkz1FVAdWOHTvl5Ze7qncQYObQQw9VVVqtWrWUGTP4000wcQAVxv3EtHGACjsjAlc6925ALBIx7I28hq7EzmExCJriASqYPvXhcotPbLnkAWwTywd1hasLnoWAwnTqEvuOdH9Tb5NQpUs9e85RIB1AxTPwgRkzZqgU/1e/+pVKoFA3stFgbHKUDDGqkG67eQ6oOuOMM1RK5d6fq08DVLmibPbLNUDlT1MDVP40Cl0OmBAeCZMmTZG5c+eqqg1DfAxYUV/BSDNJPM8uGhsjb/RlVH6cQwZA4D6G3QTddJ5DMGXAFTYaqM+CpniACqaPYTz2H+y04yWAFhH1sR8D9LmFgfpgqI/qr1DJAFWhKF+13psOoGLsIbFno4H0iXnBnGDzhachan3AFhJdN2f4ZA4hpUIrkOtkgCrXFM5e+Qao/GlpgMqfRqHLARNCXTB9epFKklChIaEBxAB0spFQgWHnRIwcvPQ4KuP1119XmykADPexNcL928WvcXZWeOSlo3L8F6D6VHfWuIsT/PC8887TYzOIL0YsH9QV3sRiQwwyFgaM3t3CAdDDvs7PS89bVra/G6DKNkWrZ3npACrU7qjZkTa5OcrcQAKFvSkqPWwOCdnAf5gMcLFxwngdMJbrZIAq1xTOXvkGqPxpaYDKn0ahy+EAVVFR8XfARTYrC3BCGgVYg/EiIXK2RtxD8jNixAgFLcSUAvhgnA7YA0gETQ5Qwch5L04IREUHGDlGj8EuhvDUwyUWG0ATQO7UU0/VM/I4J4/vuH6zEy9UMkBVKMpXrfemA6hYANmUoNJzGw0AlfPiw+mCucEmBdU49o+crcmh5cyx2I1LLihqgCoXVM1NmQao/OlqgMqfRqHLkS9AFdtwQAxMFkYMwEIihmMAkirO/iJcA/e8YCe2jGS/HaD65JN9uhAQTdrZZzlVBMazGNZ6jd4pE+BCffBwJCAiC8TgwYN1F57snbm+Z4Aq1xSuHuWnA6jY9CCxJngnjiOAKiRRqMaHDBmihvCUyxhFWsU8RnXOPOL/fCQDVPmgcnbeYYDKn44GqPxpFLochQJUSKRgxAQlxBgddRrHagCqYNyAHJh4uszYASres2fPXg3R4FVVYNuBxGrSpEnf8dzjnQA5dtyAOi7AX7rgLludboAqW5Ss3uUwvtPx8uM5F2eKOGuERGDz48IxQFXyMG9ZMLnyOWcMUEVnXBug8u8rA1T+NCpYDhgdIIPdIyotB1jyDaioB0yW2E54+QFyUMOhVrvgggvUUyhRaIIgxHOACpUf6kUkUUSA530ucjnBNlFj5JPpB2lDbF4DVLEUsd/pUIA5mA6g4l3MFTYaxI9jbvEdABWGZIAqDL2QWh0MUPnTyQCVP40KkgOAws6S0AQcucJxFXjVOckLdkq5tqFyDYeZA+aI7ExUcdRvXNg1HXnkkRrlGSadaXKACvAIEMEoHhstbLOw0SKuFJ5H2TK8z7S+qTxvgCoVKlkePwpkAqj8ynb3AVnMY0AXmxY+mZO8O1fJAFWuKJv9cg1Q+dPUAJU/jQqSA1DxzjvvaMA9pDOou1Czvfnmmwqq8gmoYLSAGOqDVCoWUA0cOFAZcaaE+heg+tdZfuyueTcqCiZ0WHbWqbbVAFWqlLJ8ySiQa0DlNk1jxowRvGnxDCRelVOv5wpUGaBK1uvhumeAyr8/DFD50yjvOQAR69evVxsljEgBMMSPIVI5dku4QucTUMFMqROR6C+55BJV91EfwBW/MWRlsmWaYgGVK4/354qhu3fk6tMAVa4oW73KZfynq/JLhVKM05kzZ8qFF16oXoBs4PAG5DdR1nPl8WeAKpXeCUceA1T+/WCAyp9GaeeACWG3AOBAVYX3DMDEL8HcAC+crQVjcxIhQAwHphLdOJ+AytUXqdnEiRP1nLHrrrtOVXBTp05VCVI2AE8iQOXeH8VPA1RR7LXw1TnXgAoTg9atW6sU3PEbPvGqJcAvYUyCJifZhg9SfjweYYAqKFULl98AlT/tDVD50yhwDhgHzIQzs3BZrlmzpkYrfuONNyp51yQqmGcJVAloIcKxC7gHuLrxxhs1RkwmgIr6uStRHRL9DyDEYJzo5QCgbCYDVNmkZm7LYiFcu3adlJcvyop0Mre1jX7pzNdcSqgAPMSfOvrooyuOoWEDx29U/ajcU03UlY0EG8jS0lJVGyJxB1jFquwNUKVK1cLnM0Dl3wcGqPxpFDgHAw/PPM60O/zwwzX+C8DolFNO0VPdue+X2BFyrAxSKgzBUa8hnZoyZYoCmnQBFQwN4OJskmB+QRL5KQNgFcscg5QTL68BqnhUCed/Bqjy2y+5BlTMZw5l5rQBF6qET2ypOMg5iCMIYIqjovDI5fxAHFdq1KihIVaQcnuTASovNcL93QCVf/8YoPKnUeAc7MRgQr/+9a8rzrlDfM4hxkir8N7zAzJOVbRgwQJ599139QiW2bNnKxCCuQUFVDBM3ksoAnaiDRo0UOkZ6sggzDIwMQI8YIAqALEKnNUAVX47INeAivLZxHHUFN60V111ldSrV09V/MxL+EeixLN4AfM80mv4TJcuXXQjCChD0vWDH/xA7S3XrFlTaSNmgCoRVcP3vwEq/z4xQOVPo8A5AFQwjhNOOEHVdc4mAUkTR6cQDiAT6Q5MKCigwh2aHejpp5+uzA3PQerDQcYcMxGGZIAqDL2QWh0MUKVGp2zlyjWgcvUEGBEuYfPmzXq0FL+9iXpwucR3pN0cys5Zn6gH+c75n5gqON4Hv0F9OGvWrErgzACVo2T4Pw1Q+feRASp/GgXOwcBD5ffHP/5Rj3pwTAXxd5s2bTK2OUkHUGHzBMNzO0bqxPfTTjtNIycHbmQOHjBAlQOi5qhIA1Q5ImyCYvMFqHiPV6XvBU/8jzQbaRX/c2F7hW0o0nhsPLk4MJ24cbGACv6HxN27mTRAlaDDQ/i3ASr/TjFA5U+jwDlgGDAapFQAKOygCC/QuXNnNVT3MpTAhYtIuoAKMTwRzh3AY9eIXRcBQ8OQDFCFoRdSq4MBqtTolK1cgJdcGqUnqycAitAJBBi+4YYbNE4VR05xaDreyxyo/OMf/7iCr7BR4zd2o5wfyHdi6HF4ORs7L0gzQJWM8uG6Z4DKvz8MUPnTKO0cqP4ImwDT2b59uwbkzBRMUZl0ABUeN0QdP+qoo1QyBbD6yU9+ojZdS5YsSbuN2XzQAFU2qZnbsgxQ5Za+saUXClABpjAkr1+/voZQgG8QD48jpwj6Ce9AIgWIchs1PsmDgTv2WNhioQok+nqsvaYBqtieDu9vA1T+fWOAyp9GocuRDqDCyB1Q16pVKzn22GPVfoqgfWPHjlVD0jA00gBVGHohtToYoEqNTtnKVShAxaaQMzyRZHul24ceeqi0bdtWY+xdfvnllUwbAFRIpuAvhI7xSqRi6WGAKpYi4f1tgMq/bwxQ+dModDnSAVQwNdSQ2HZhhE5cGIzjYZjJPHjy2XgDVPmkdmbvMkCVGf2CPl1IQIUzy4knnlgJUBFFnbAwePb17NlTAZfXZoowL48++qgatidrqwGqZNQJ1z0DVP79USUAFWJkvNj+8pe/fAcc7Nq1WwYNGiyrV6/O2Bjcn5z5yZEOoPLWDLVjNlSP3jKz8d0AVTaomJ8yDFAFo7Pb0BBWAD6FxNibuM+c5B68DO86/nOpUICKRXTLli1y/fXXayw8QiAggcI+6uGHH9aD0Tk94dlnn5VzzjlHbaUAX/fcc4+sWLHC94xPA1Suh8P/aYDKv48iDajo4C+++EJtlEaOHCkc7ImIGYDlmJEBKv9BEJYcBqjC0hP+9TBA5U8jcsCH4FPYMGJvNHjwYOG4Jgy6Ge/c54Jn8R92ScOGDZPly5crb0Oq7MrJt1G6t+79+vVTzz2AFOeLotJD7UcoBGylevXqJTNmzNB4efBi4vABGikjWTJAlYw64bpngMq/PyILqNjNYfBNKACC0NWpU0fq1q0rt912m0yfPr1CUmWAyn8QhCWHAaqw9IR/PQxQ+dOIHAAiNnkYdd96663y2GOPqZcc8egAHtxnoeLsTu7/4Q9/UEPum266STp16qSG3JQDMMk3oILH7t69W/r27SsPPfSQxpbC0w/JFDHs3JFYGKQTUR1bKyRwtClWApeIWgaoElEmfP8boPLvk8gCKhbfVatWqRvv8OHDVSzNrujll1+WZs2a6Y4QFmn65wAAIABJREFUJmSAyn8QhCWHAaqw9IR/PQxQ+dOIHNgnEjmcI6MwOwCgEIKgY8eOFXwKL7rnnntOwRTACueRmTNnypVXXqkSK1SAhQBU1Ktdu3Zy3HHHKYACRPEdpxbvoe2oAE866SSBD8d68flRyQCVH4XCc98AlX9fRBZQEc2X+EkcFgyTguEwmfmP3RSMiR2WASr/QRCWHAaowtIT/vUwQOVPI3LAlwBVXPAjfmMfVVJSohJ1+BgbQ0ILoA7EyJs8qAhvv/12jWNHHv7Lt4SKs0Tx4HN2UwAnvhO/Do8/Z4TOJ6ETUGXGRlb3o5IBKj8Khee+ASr/vogsoAJE9e/fX5o0aaJHJdBURM3YHjRt2lSNJWFiHNEycOAgWblypQIux9zifSKmdle8+2H5D8+87dt3yPTpM9ToMyz1yrQeX375Z5k3f4F6BtGXmZYXhudZYD7//AuZVVomnx04UCXaBF0Zg6tXr5EFCxbKt9/6H/btz4qqRw6AEaDppZde0jM1+Y5RN+AJCRZ0JfE/Z27iSec2jACqli2fVO9cFjfKyuVF8E6OqgJIuQvwxJmkRD1HSsXvH/7wEHnkkUfUBixovdgEr1q9Rnbu3CV/+ctfc9qeXNLKWzbAGdVnUVGxmqU4WzJvnih+hydz9uvKVau1fVFsQ2yd6SvGIHML4Qu8LZMUWUAFUOrdu7eKpAkFQGIyw5Qef/xx6d69uxIH+4Vu3bpJ165ddQeIwWfsNWTIEOndu4/uBu+88049344DiYcOHfqdvLHPFuI3O9m3335HOnbsJIMGDQplHdOhy4ABA+Sll16Wvn3fkyFDwkn7oO1ibAH8X+j8omDYG/T5sOZ3Y3DUqNEVICATRlRdnmVR4jw7ABRONPzGlooI5B9++GEFLVmQOdmAuHGEOWEhgOk3atRYyspmy/LlK2XVqtU5vSZOnKQSKiRSSKa4MEhv2LCx9OjxptSpc79cd11Nad26jUydOl2WLFkmK1euClSnZcuWy8SJk6WkpFSWLl0W6Nlctz+T8hcvXiIDBg6SuXPnyYoVwWiSyXtz+ezy5Stk0qQp2l+0L5fvymfZjMEpU6epkCJV279E/CqygIpdW58+ffQ4BHT9JAAV4nMkVG+++aYCKpgRk//FF1+U999/XyVXLNzuApRxjzPtsBHgmAQ++c0O0eUL0+d7770n3bu/Ic8+20ENRsNUt0zqAoh94YXOGtcG8JFJWWF5ljFHlOiOz3WSt995p0q0Cdq6MTh06LDAdjOJmFFV/x+VNgcHo957++23VRLLDhlghRE6tlVOQgWgeuGFF74DqJo0aSozZhQruAKA5PKaN2++jleM5eGHSKtw+mnV6il58slW0qXLy7rxKSqaKeXlC9OqS3n5Ihk/fqLMmFEkCxaUp1VGLmmQbtlz582XQYOGSEnJLAF8pFtOmJ5buHCxALLHjpsgtC9MdcukLozBKVOny44dO+X//q+aSqg4E+qDDz5QjxMCVJLY7S1cuFAlTByzgvjOz4aKsAsTJkyQI444okKsjXj7+OOPlw4dOoSSx2N3gIQOkbJjwKGsaMBKmQ1VQIIVMLvZUAUjPmoFABNefGz2OIbFpdLSUqldu7aGVSAOFenLL7+UBg0aqMqPvE5CBZDBuznTnbR7t98nKmuM5AnuOXnyZGnRooV69HEYMpHQCeqJ0T3AMJ1kNlTpUK0wzyCwYAyjov36628KU4kcvJUxuGjxkuqt8mMSw4iuvfZa2bp1qzIcwAV6f8IncH4ek9wPUFEOahXsApydAJ8c5gnzCGMyQBXGXolfJxY+7GHKZs/RuELxc0XvXwNUqfcZYIiQAn/84x9Vjbdv375KgAizhEaNGunhwRijkx+pe82aNXVTx/dCASre62zmMDonaOcPfvADNUwnFhXefUVFRb4BPBNRywBVIsqE738DVP59ElmVHzu+zZs3K3jiTKkFCxYIXikcd/DMM89UGM35ASqkIgTcY8dFPBXsBPBgQbyN7UsYkwGqMPZK/DoZoIpPl+ryLxIn+AuSqfbt20tZWZmsWbOm4sB0VHtIyVGh1qpVSw3U8VBG8nPJJZeoZAheVyhART/xbjarhHpg4+m8++CVGKZjNkEb0kkGqNKhWmGeMUDlT/fIAiomOZOY+C4E9SR8AnYIDz74oIZMcNb6foCKQYKUCpsGIv6y4wJMPf3007pL9CfhwVgzMBxUj+w23Rl5MEL+56I+1DlRQpqGytIdO5FMhG6AKhEVw/e/Aarw9Uk+awRgIpgnMaW4cHpx1/3336/x8xzvgOdgr4SBOp84nBAygVRoQAUvg0cSGd0dkswnZ/oNHDhQpbDp0NUAVTpUK8wzBqj86R5ZQOWaBqNBJM65UVwwMC9w8QNUlEN+mBr6YY5PIPSCs2Vw70n2SV68C1ER4r2D+J7AfJyBVVxcrJHbsXtIBpJ4P2pKjp5APYANRaJkgCoRZcL3vwGq8PVJPmvEIoSjDHMaOyTvVV5ervPcbbawV8ItHYkWTjdeflFIQOXohWQNNSQqP6RTHEPDb+rMOE8nGaBKh2qFecYAlT/dIw+oaCKTGekOl5cJcS8VQEU+noOhAWzilZOIlAwywBS7z5///Ofyk5/8RMXiqBBPPfVUNW7H7gDpGQw0lvHwXsI+IDb/zW9+o/Fd+GRXi+F9bH7qYYAqUW+E73/6z2yowtcv+aoRQAh+4pVWw2O4+M+BKerj8pKfccNvl8IAqJCeE88PSRrHz7zyyiuyadMm3Xx66+rqnMqnAapUqBSOPAao/PuhSgCqZM1MFVAlKyPZPaRTHLlw5JFHVojCMWpnB8fFd2wODj/8cGnevHnFgaiUCRMCxLFrveKKKyqex5YLQIZ7OkwsNjlARewX1JUs2JTj1Jyx+aPy27z8otJTB0H92rXrBJdjGK2l3FIgDICKOtDX8BwM6/mMBX5BqWCAKijFCpffAJU/7Q1Q+dMoaQ5UjMRM8hprer0FHbj6/ve/r7YRzmOHQmFGMCUOHCX2lfc5ABi7QLx+YhPgiUjpxAAaP368nvCOqpKyogyqDFDF9nR4f7MQGqDKX/+EAVCl0lr4j5P0x0rg4j1vgCoeVcL5nwEq/34xQOVPo6Q5GGR4F5555pnqJegFRe47kipcjPH0cW7RFIqdFM8eddRRFZ4z7plf/OIX6q2I9Ck2OZutWrWuVyB36KGHCvkRxbNzjGoyQBWdnjNAld++igKgAkzBf7AfxaCeuFUff/xxXLMFRz0DVI4S4f80QOXfRwao/GmUNAc2UHjiEO0Yg3SA1aWXXqrSpWOOOUYAO0ifzjvvPI13xe7NJSRKHDsRK53C2JNDSZcuXaq7PSRZgA0C/GFXRaA9jjRBzYg6EcDG8RB4J6ImzHaijc7mg0mVq2SAKleUzX65BqiyT9NkJYYdUMGjAE9PPPGEBv489thj5ZRTTpHWrVur5zP1j5cMUMWjSjj/M0Dl3y8GqPxp5JuDnRm2Ttu2bZMNGzZofCwimRNklENDOWqC3VpsrBYkVNOnT6/kigxAOu6446Rz585qr8AgxkOQfISH4OgH4m41bNhQj8lxEi0+ObCUGFyJmJdvQ2IyUA4gh3YRTR7VJpHoaQcMNNvJAFW2KZq78gxQ5Y628UoOO6Biw8XpFAApzBscXyJAMrwPfhGPLxmgitfb4fzPAJV/vxig8qdRyjlgGO7iIffdfcYWhLQKqdO9996r8VwAU7gk33PPPeqKzHOo/Diz8LDDDlOjdfLAsGBcLh6MY17E0OrVq1dcxhX77lR+AxRx4cZDkQB+SMEwln/ttdfSjjuT7L0GqJJRJ1z3DFDltz/gBRyOnO+jZ1JtJbaknMUJn3LOOPAlfr/11lsq4UbSHZsMUMVSJLy/DVD5940BKn8a5SwHDAbDTSK+cy7h888/r1IgJEL8z30Od8Y43Z34DpPiO4c4/+53v6sI1YBUq3HjxhpU1FthQBGqRYzWH3roIZVwdevWTc8ChEknSryb57DLIhSEUy3ynffiPp1tKZUBqkS9Eb7/DVDlt0/CDqiw6xw6dKge2YWXstvkEQgUcwiTUOV3vOTibQao/KlqgMqfRjnP4VSGqAARnfObBKjBXoozwAA0jknBsIh51a7dM9KjRw89QBUpFmpGL8iBCVMewULPP/98BUYYxxMXq2XLlpqfSRIv8W7ste67775KkjAkVdiGwSSJl5PNZIAqm9TMbVkGqHJL39jSww6o4CPwKk6qOPnkk9XRBik6Jg9sGBNt3kxCFdvT4f1tgMq/bwxQ+dOoYDlgQoRZeOGFFxQMAaS4MHS/4IILZdiwDxQwJaogoAivQgxFkSw5QAY4g9kR2R2VYjxmx7O8m5AOhxxySIWECskYAUuJ/uwFb9468Gy8Mr154n03QBWPKuH8zwBVfvuF+RRmlR/UgB9w9BbS9pdfflml7ZwWkWzjZYAqv+Mok7cZoPKnngEqfxoVNAdMCqb0+OOPy1lnnSVnn3223HHHHTJx4iSZNGlKUkDl1H1EXQcIOUDFJ56E7CSJ3p6I4TGBUO1dd911mh/7LqK4d+3aNS4Qg+kDppC0AdScpC1VAhqgSpVShc9ngCq/fRAFQEUd4VdIxbGpwlEHHsL/iZIBqkSUCd//Bqj8+8QAlT+NCp4D+wRckolZVVpaqgbrgKwZM4qSAioYGYzt1Vdf1ThVXmNRwBF2V3jvJQJUPA844mgdjsbB9mrcuHEaa4bJ5U38po4YpjZo0EDq16+vxuuoIWPzep/zfjdA5aVGuL8boMpv/zAXwy6hSociBqjSoVphnjFA5U93A1T+NApdDpgQQKWoqDgpoKLigCUOLyWoKCfDo+7jwvuGmFkcyJxIdedtOAzdXd7/3XdUi8TAIjYWakk8ETFIRfSPcXsqyQBVKlQKRx4DVPntBwNU+aV3Jm+jr5DOFRfP1M1nUEl9Ju/O5bMGqPypa4DKn0ahyxEEUFF5JjSg6oEHHlBbKqRTGKkTVwrpVzYSwAwDdq8UDAP2Cy64QNWGqbzDAFUqVApHHgNU+e0HA1T5pXcmbzNAlQn18v8svGzR4iXCub+Zgl8DVPnvv4zfGBRQ8UJ2TBiMchDztGnTVI2HOi/TAcTzBPrs3r27Sqe8dloAKuy+li9fnlKbAVRz5szVE+wxbMW7kejzf/rTnzS4aaZ1TakSWc6E9A97srLZc74T2DXLr8prcQao8kpulQ6byi+/NE/3bQao0qVcYZ4zQBWA7qDOQYMGK4BI1ZYnQPEFyZoOoHIVdR54TPpsJFSKmzZtknPPPVfjYzlARdBRvBHr1q0r69atU7Uf53wB7BKpGAFUU6dOkwEDBmpoBwzn8TDE1gvVIQAw2wl60Ibdu3fL4sWLNRI8tmDEActGMkCVDSpaGSahis4Y8ANU8ASCOnPBf6KSTOXn31MmofKnUehyZAKost0YgAfR1DlH0KvuQ61IVPVZs2bJggUL5KWXXtLwDcOGDVO7gniADkBFKAgCh2KH5cAZ5XK24bJly7JdfWVqBE/FExI16DnnnKMxuoipkw1mZ4Aq611WLQs0QBWdbk8EqPgfUELgZvgiZ7Uivea/ePwwbC02QOXfIwao/GkUuhxhAlSOQXAgtBcEHXHEEXLLLbfo4c+AFA6AxigeaVOHDh30jMBYwAKgGjx4iPAs0eAdoOITsFNcXJzVvoCJ7d27V22/eCcqSoDg4YcfruAPiVimjM4AVVa7rNoWxjg0lV80up++imeUDn/DSxpehsMO5xziEf3hhx8mlNqHqcUGqPx7wwCVP41ClyNMgApQBKMYO3asXHvttRpFHclU7dq19bib5s2by89+9rMKcIT334UXXqhSKsCGN2k548ZryAV33A2qQ1R/xN5CkuRNTHAOjib0Q5cuXTQ8xPz583XX582X6DuMj90iYBDVogNwgLkrrrhC9u/fb4AqAfEYg2vXrpPy8kUph8VIUJT9nQIFDFClQKSQZIkHqOCT2LBeddVVFecdwtvYaL7++usagDkk1U9YDQNUCUlTccMAVQUpovMlTIDKUQ3DdDwJhwwZogBn69atCnY4eiI2SjsqPQ6FZoJ6E4CqpGSWLFy4SAEU0dy5LrroIhWPe+2aYFBIkDBYJ0ApoIv3wLDKysp0xwdjS5YoA9XelVdeqc8DqFAvImmjHCLF+5WRrHzumYTKj0J2PxUKGKBKhUrhyBMPUMEHcAbi2C6k4G7zBr8hZh+bxUx5TbzWUyZ8E14JP+OT3+m8ywBVPApX/s8AVWV6ROJXGAEVExQvPCYdzIPvTN5nnnlGzx10DASwgvQHA/V4EqoFC8pl795PVDq0cOFCKSkp0byU62UCGHSuX79ey+J8QhgTF6Dq0Ucf1XcDmPwSUqhWrVrpTpE6EqOLcxI57oeQEt53+pUV774BqnhUsf+CUoBxaCq/oFQrTH76KlblBy/C1vSEE06oBKiQUnE0GI4wmfKa2NZSHg438FB43L333iuvvPKKOmjBl4K+zwBVLIW/+zv0gIpORPqBrQsLtEsMBhY8JAwbNmxQTzIWWCKIE0jSLabm5ecolt9P+oco7b169VJbAQeosFO6//77dbcUD1CVly/Ue4BGQBO7KfoydvJzvAVeeUinUCN6y+eonM8++yylkBC8A1H822+/LXfffbfceeed8s477yiDSzVMA3VjnCJ1g2midgQwUncDVPkdd1F9G+MECS38DB7GWHJjnzYxxgxQRaN36atYQMV/rEucjfqrX/1KQRUbQc5FnT59etbiAXopBJiCR/7+97/XkDZsNo866iipV6+eBnSGZwVJBqj8qRVaQMUAdAwGNRI2OYMHD65oEYsd9jNPPvmkLoJ16tTRuEWIT0eNGlWxmBqgqiBZXr/QfwDhli1bVkh/AD1IqDDKpO8SA6rPvnMvtvIwC4KJunMGKRsJFdKlRo0aqR2VA9Wxz8b+dnVll8hCBlBPFUxRFvkB9Y0bN5YzzjhDatSooVIyVKDcszhUsRS3314KMA+YD3379tXFjg1H27ZtNWYcm0jGJ5cBKi/VwvudvooFVNQWgEyImYYNG+qZqJdddpk67RCyJVVeFaTV1AENAWYTbsPJ52mnnabG8WxKgyQDVP7UCi2gYoARv6h169Zy6623qsEz0g6X6FzsdBBj9unTRw/5RTpAEMk9e/ZUSDQMUDmK5feT/kNKFGtDBejBhgomErtDAkAflFD5AypaA1DhjMETTzxRd3wYll9zzTW6EMHU4iX+p24AMqRTfAKeEuWPV0bsf4Aw4m05WzHUhkji8OBBUmWAKpZi9ttLAcY9ElI2GmwaZ8yYoQeQM5bhZwAuxqcBKi/VwvudvooHqOA1a9asUUB19dVXS61ataRHjx6qfckmoKIseCvmDIBzNpleQIXakWPC2OwFSQao/KkVakCFKqZr165qkMzAgOm4xGK4efNmBVQwHdC2d4F0+QxQOUrk9xOmApBgh0QYAjehMcgkphQGkplIqGgNQIgdPNIhGATR1QFqyXZe3EOtQlysm2++WQEfKjoWtXQS7eT9v/nNbyrZRgCqYJqooQ1QpUPZ6vMMgPzxxx+X559/XiVVLMZIS5G+vvjii+oBZoAqOuMhEaBCCnnbbbdpyAQ2f1yo4BAIIM3PRgJMwd86duwol1xyiW422dw5/ovNFjas2KeyXgZJBqj8qRVaQMWgZPFD7wzDeeihhyoBKu6hUrnppptk0aJF6iWBZIqF0btQc4jwwIGD9Dw5BhADLuoXbQdsTp9eJN9885dQtucf/+//af+hw3+4Xj0N8nnMsccKYu5+/fvrDo5+8vYFwGP+/AWyb99+lRx578X7zjvce7DX+urrr3Vnxn/x8v/fP/6hdEMlCCNDogTYO++889RwE7rGey7Zf4A6xPio+bCJgHEhhYNxsSBiDwOznFVaVmHbl6y8qNz761//JmvWrFWJYqyk0Z/tWA4vBTgOCkn7vHnzdF5wj43Cww8/rMbEzmAZCVWLFi0r7Kuge9QvwOPyFStl27btanMZ9fa4+jPnp02bLh9/vEeBC7yFOHrOfsoLcJBkE74FCZZ7Pp1PVIqslQ8++KDG+2PzSggYrsMOO0z/I7TNwIEDFbiTP8h7kGitXLVKli1foTwtyLNhzssYXFC+UHbu3BXI1MM7h933ggMqgBOLCIPJDSh+uwQIAijFA1SIT6+//nplPDAkjO1A+wwqZwMDoOrXr7/MnTtXPvlkn3x24EDkrz179+piNn78RJ2wYW3Tp599Jns/+USWLF0mo0aPlr7vvSdz582Tbdu3x+0DpInFxSWyecsW2bd/f9w8mbQVEfjUqVPVQNMFDkWShFH7o489lrBefu/csGGjdOrUSXeeP/7xjxWoESi0Xbt22pYdO3fKlKnT0i7f7/2FuI8n5qJFS2TBgoXy7bfBjFvd3LbPgxQYPXq03HjjjWriwMJLYoOAdArvLHjYQQnVIrUP5OSB9es/VCAPmI/yxaaYuQGohJ9HuS2u7th2rly5SoMUY8KAlBotCsdncRyX4z0OVGHSUlRUpDahrox0PqElKmPiAHoddbBbBUih4Zk4caJqfKjjxo3Bxg7tmDZ9ukyZMlUFFOnUMWzPQAc3BjEh8gpj0uFPBQdUAB+YB41asWKFDj7UQQ5UJQJUNBwbHY4yGT58uBqic0AveukWLVpUiMmJ79Gr19vyzju9ZeKkKTJ12vTIXxMnTZZhw4ZrmyZMmBTq9kyZOl0mTZ4i4ydMEgAgfTBlyrS4dR43boL0fa+/jBw1RiZPmRo3Tyb9x7u7dHlZA40iQXLSJEDVzTffIsNHjEzrnbRv9OixqrK577771IGiU6fnZdToMUJfjRk7Xt7t3VfGjB2XVvmZtDlXz0LL4cNHyrx5C3QjlA7zsWcOUmDEiBHKt4iYjdSAhKQdF3e8wlyMItQ0BLh94olmCtbbt28vUb/atn1aGjVuLE80ayZt2rSNfHvoj2eeaS9PPdVaN/jNmjXX/kLVhwqODZfjPY7/nH56DTU94LlM+hP6caA8mznvOwBXSOEZN61bt5F27Z5J6z1PP91OmjRpKg0bNtL2ZVLXsDwLzRmDHTp0VJCIJC2TVHBARQMQd2J8jhSqadOmGgDNSZgSASp2bDyLmghAhogcSRbMCXsrJFKAMiehghl9/vnnyqhgVlG+Dhz4XHczABSkQFFui7fuSBBLSkpV9PrFl19mvV2MFc4DRD3nguvBbI488kjp1q2b7N//aVrv/Oqrr+XPf/5KjUCxX2CnczCI3p9VNI5Ecdr0GfLRxx+nVb6XRmH5zhhctmy5EDcMybKl9CmA1BSgtGrVqgr7P8Yq0im8mL0SqsaNm8i6detVMs18ifqFzWNpWZksX7FC2xn19hys/ydqxzRo0BCZNGmy2mqecsop8otf/EIlR2zgnHQK84CjjjpavaFxwoIeXhrASyZPnqw2djj4vPVWT5V2xebjGdY/zF84+YEI7A6wcczN+++/r5obwg95yw/yHdXz7NmzpbS0TNsX5Nnw5v1EaV5cPFO2bKkCEiokTQAdF0sKcMVvPwkVgMpdjpWxu+PQSQI7MggPAqrdMmjQYA1mlin6dO8p9GcYA3tmgyaAhSBefum8E6AzadIkNYz/7W9/K+eee640a9ZMPW0ciPeW64A7oIGxyu8giWdYHMtmz8ma4WmQ9+cqL2PQjp7JDnUBUmwmOeeNsQLfwnaUszDZaOIpyrgzL7/s0DvXpdBX2OWMHDlakFDhZYfazYEor/SI//hNaAPACsIBl+BH/FezZk2VOgGSUOdxVA18LJZfOV41ZswYNYWBvwHkCNPgVH2o3LDvin3WvTPZJ+snoG/V6jXy9dffJMua9Xu8G1yAFBdtFpsMaJxOO2IrBy9btHiJYHKSaXkFl1DFNi72dyIJFQ3HSI5FGGJzIaV69913VezJwDFAFUvNcP/OB6CCAoAcdn7YbXDiO0A8HlBi/ACkGEvkwzaPcRYvbyLKGqBKRBn731EA8PT000/rId0sFNhRrVy5UiUNGBCzyDLmDFA5ioX7k75ise/Zs5cea+W1Z3KgKvaT8045RgugRKIMxoE7xQFJFs8AzM4880wdH4wL+BE8hvXQ8aWD694uFSrg7Ydk6+KLL5aTTjpJbfWw2WPtJF+QxLsKBajgva+99poeCcZZsA888IAGUYbOmSYDVP+0MUCthycVXltt2rRRVR9RYQkE6hZJC5uQ6XDL3/P5AlQwHpgDYwTA7hiRt6UwKcTj6PrZ5R133HHCjm/o0KG6U/LmTfbdAFUy6tg9KMBYxDiWMBuYK7CIEtIDby1UO26xNEAVjfECP2Ghf/fdPiopcuYFDkQBiryG6YAlzA4AOggFSIAdpJWMB+yuHKBCmoWHMmsc9lKYL2CfhQchNsUusQkkNh55f/rTn2qIBt7rYvWhGoT3BUmFAlTwaQzqiTeIZzb0RFrHyRa0k3plkqoVoHILEgsZbsUuQWSMNfv166fnrhHDBTsYBhY7PrdIGqByFAv/Z74AVSqUoC6IyXFzZocJQ2Mic2gyzhOpJjd+TeWXKsWqZz7GG4GJcayBl7333nsacsPtwOFnBqiiMTYcoBozZpx69qGmw7vPxZ167LHH1OuOg5KRTMFjCJHBesa6RqIMviNh+uUvf6lnjDoJFc9xZA2gAt5EuBYOeMf7E37DNXLkSI2N51U1OkCHpIr1NEhgT9emBeXlMnvOXA1t41WP8Z36Ml4TbVLT7T0kcZyAArB09me0CxogVHGesemWX60AVbpEcs8ZoHKUCP9nmAAVoveePXtW2kk6WwcOG001GaBKlVKWLxkFDFAlo0647jnwQZxAQg0QyofQCGhPOnfurHZAhFFAAEBAV6Qv5HOSSNcayiGOH7EW8dwDQGFrRQgEJDVeWyykUF26dFGQBLB59dVXVerlzQOgYmPI+acAKsAP70glAb4IgNzDGO6OAAAbEElEQVS8eXOpX7+BTJgwscKOC7MI7PywW0Zytnr1apW0xbYnlffEy4OkjpBItNkLqAimjNlGEGAYr3wDVPGokuA/A1QJCBPCv8MEqBCfc0iyd4cHc0L1h+NDqskAVaqUsnzJKGCAKhl1wnXPAaqioplqNsCCD3hB0sJ3VFRcTqKDhCWR2or/8a7jFIj+/furloYzH/EY9IIlpDeYJ8BDeYb8qMi8qkUn4UJFWF5eroAI/uSXaA+hic4++2z50Y9+pBKx448/Xt58801VS2JfetdddyngA/RwViBHggGEvFIsv/ckuk970ER542tRDxw5CJyc6TsMUCWifJz/DVDFIUpI/woToILJEWoDY052f4jWEc9j18IkTjUZoEqVUpYvGQUMUCWjTrjuOUCFKz6Sm0wXfJ4HkMEfASmEfsEwGzUiEicndSL8BuAD+yucbpo0aaKgCvss1ITYG2N3BaAiIDY2SKiWXZyzeFSkLLwCseWiHKc2hB/iIc3xb0itAFhOesRRN9zDvilT6RF1og7YsxL64Z577tEQIwRSxvQCmkDvTJIBqgDUM0AVgFgFzhomQMUkhXnNnDlTjTs5/wpvGaI5B9HZG6Aq8KCqIq83QBWdjsw2oPK2nLKRbA0aNEidGHCUQXKE7R3AyCWnhgMwYYeFhAcgRuBhJ90CAAGEkGZRJsAlNvEfEjIi+QPgHKDiWcrBrhl1JptNdw+Ah4qSkA/w0NhEmdQP8Jcq2KTd2GZxHiIef5hkwFv5P9NkgCoABQ1QBSBWgbOGCVBlixQGqLJFyepdDguHGaVHYwzQV0iUsiWhitdq3gHQQd2GxNzPYw/wQrwzIqa7M0cBQEiabrjhBgUq8crgPUiZsGECJDnQxHPYhPFuDOq99wBbGL7zPni6N1EeIIuwIHi2BrHj8paTze8GqAJQ0wBVAGIVOKsBqgJ3QIDXw4QssGcAgmWYlYXIAFWGRMzT4/RVrgEVTUG64yQ98aRL3uYCqABfqOJiAdXll1+uqknKipdoD0b0GMejOjziiCM1MDLnDwK2ysrK9DcHMFM2XotvvPGGhpdhQ+kS37HdQqKFhx4XQA2D/GyoBt17gn4aoApAMQNUAYhV4KwGqArcAQFeb4AqALGykNUAVRaImKci8gWogjQH8IU9V6zKjzhVHNqMwbwX/MSWjUqQKOV4D77QubN6/OG449qKvelzzz2nRyXhQcgRXIA47pP4RDKF2QSR4zGoR5J1+OGHS4cOHVRC5gcKY+uUrd8GqAJQ0gBVAGIVOKsBqgJ3QIDXG6AKQKwsZGVBMglVFgiZhyIcyMilyi+dZlAvgA+G3dg/cWFQzlEu3PNLACRvpHSeAagBtpAwYVvK73hlAZZQD2JMD5ByqkNi+3G0DgbsyQCdX90yuW+AKgD1DFAFIFaBsxqgKnAHBHi9AaoAxMpCVhYpA1RZIGQeiqCv8qHyS6cpqPWIxr5jxw49D4/v8Wyn4pUdC6gAQNhxcXbgW2+9JRMmTFBJE/liEzQh72WXXVYp3AMqQk4FAGwBxgqRDFAFoLoBqgDEKnBWA1QF7oAArzdAFYBYWchqgCoLRMxTEWEGVJCA+iEx4uJ7qskLqBwoIxYUnoZEcyfQJkfAYWyOtMpbtqMJ4Q5OOOEEIbQC0ini+hGzyqkPU61LNvMZoApATQNUAYhV4KwGqArcAQFeb4AqALGykJUFySRUWSBkHopw4CFsKr9Mm+4FVIQtILAnsanw+EOFR7gEQis0bNhQo6XHhmIAwCEZ42glVH/ExSK2FKEQEhnEx6sz5aBiJEwE4I1YWMSpQtLmBXHxno33nwGqeFRJ8J8BqgSECeHfBqhC2CkJqmSAKgFhcvS3AaocETYHxVYHQIX6rmXLlho53WsTBbBCjUfQ0D179sRVJ0If7xW0CwBq48aNU89CjuMhIjwHilOneOpGv/INUPlRyHPfAJWHGCH/aoAq5B3kqZ4BKg8x8vDVAFUeiJylV1QHQLX/00+lR48elSRUztAcgHX00UfrYc14D6aaoBuSKqRfXHgF8l9swrD+mmuu0bP9OFqH48GQlA0ePFg9GWPz+/02QOVHIc99A1QeYoT8qwGqkHeQp3oGqDzEyMNXA1R5IHKWXlEdANUXX34p27Zt0yNpsIPCHsoLqAA4RFGPFyk9HplR4yFhGjBggNSvX1/DK7z77ruqzos9mYLI7jVq1KjkLYjakYOmUSkGTQaoAlDMAFUAYhU4qwGqAndAgNcboApArCxkNUCVBSLmqYjqAKi+/vobDXOwe/duadu2rQbzxNAcYMPBxURfJxYV6rlUEpKpnj17aoR1JE7YY6HOe/rppxVoAbhcwqvwzDPP1IOfyccFoCOv9/gdl9/v0wCVH4U89w1QeYgR8q8GqELeQZ7qGaDyECMPXw1Q5YHIWXpFdQFUtJNQB3jode3aVa688ko92qZu3boa7yrWKD0ZeT///HO566675JBDDqmQPAHQMF4nSrsXmHGWH96FGMCj8gPE4WGIKjBViZi3LgaovNTw+W6AyodAIbptgCpEneFTFQNUPgTK8m0DVFkmaA6Lqy6AypEQUPXFF1/IihUrNII6qsBE9k/umdhPABXxqABRSJxQHwKUzjrrLD0yxxsrC2kW3n2AODwKkZBNmjRJDhw4YEbpsYTN9m8DVNmmaO7KM0CVO9pmu2QDVNmmaPLyDFAlp0+Y7lY3QJUN2sP7UdkRvR31HWCKswE5Kmfr1q3fiaIOjfHoA7i5Y3P4L51kEqoAVDNAFYBYBc5qgKrAHRDg9QaoAhArC1kNUGWBiHkqwgBVcEJDM461wbAc9d3JJ58stWvXlkWLFmnU+UQl8hxXJskAVQDqGaAKQKwCZzVAVeAOCPB6A1QBiJWFrCwaFtgzC4TMQxH0VViPnsmk+d7AnhilZzuh1sPTD9UhdlMYtUPHXB9JY4AqQE8aoApArAJnNUBV4A4I8HoDVAGIlYWsBqiyQMQ8FWGAKk+EztJrqgWgwk0S4zNiULgLS39QMgOWxCe/+d/l4RkvojVAlaVRl4diDFDlgchZeoUBqtQJGY+XsRvncFmXYvM4XufcxQ1QOUqF/9MAVfj7yFvDKg+onNfArFmzpFmzZnrmz8UXX6w61REjRggLL4OWT1wln3jiCbniiis0euorr7yip2g7ghmgcpQI/6cBqvD3kauhASpHieSfgCa8j+BbuJNfeumlUrNmTXnxxRdl06ZNuvmDl+3fv1/69u2r8XsuueQSDWy4YMEC4RBakgGq5HQO010DVGHqDf+6VAtAhRvl22+/Ld27d5fRo0fr2T0vv/yygqvi4mK17Mc9s1GjRmrINnz4cCGCaoMGDfTQRg5PZGAboPIfUGHJYYAqLD3hXw8DVP40IgeACruQZ599VgHThAkTpH///ro5fPXVV9VGBC+loUOHKm8jOjSBCwFcnIe2du1aldQboEqN3mHIZYAqDL2Qeh2qPKBiQKK6wyDNBfSCMa1Zs0Z3cG+88YYQ3Gv+/PkqmWKnh+qPBXnYsGG6E4SJGaBKfVCFIacBqjD0Qmp1MECVGp1Q2WGOQJwePuFJfI4fP175FGeWEd25SZMm0rp1az3DDF63d+9eufbaawXQhZSK58woPTWaFzoXfWVG6YXuhdTfX+UBFaRgULqL3wCruXPnKoACNCGdQoz+xz/+UU+1Jg92CYjJCfZFoC+YmUmoUh9Yhc5pgKrQPZD6+w1QpU4rx8fcJ5vFsWPHyqOPPqpRpjFtIN4O5gtI1kkAMFSETz75pEq4eNYAVeo0L2RO+soAVSF7INi7qwWggiSIwpctW6ZqP0TmMJ327dvLJ598oocgYnMAw2GXR0JKtXLlSmnatKm89dZbap+wc+cu6dOnr5SWlsru3R/J3r2fRP7i/KRVq1bJ8OEjhfZVhTbRhu3bd8iUKVNlw8aNuohUhXZ99NHHsnXrNhk7boJs3rylyvQVc6m8fKHMn79ApcnBWFj1zY19KBKpBx98ULD3BECh4rvppptUvYf0igTv69Spk7Rq1UptQg8CqkXSuElTWbduvXz08cdVYizBy8rK5sjKlatk566qwsv2Ki8bMWKUfPjhBvl4z54q0VdohWbPmSNls+fK9h07qkSbkATv2r1bSkpKtU1IhzNJ38vk4Ww8C4NBpE1QL8DQhg0bdNeGdAmmUlJSoju1O++8UwFV586dFUwRPbV3797Srl07zU9dAFSrV69WQIXtFWVzztC4cePl/X79ZfSYsbqwsbhF+aIdgCkm7OjRVaNN9MfIUWO0TbRrzNhxke4jN75ox8iRo7W/aJ/7P+qfo8eMk7Fjx8vatesqeatlgydEtQxAj+NlbHg+/PBDNTbnfxKSKTaD2Ec98sgjasIAjxo5cqRcf/31mt8LqLAZfeqppxSAUQbHbbz66msydOgHVWZ+wMuY71WLl42XUR5exjyJ+nyn/srLRo2WD4aP1PZVhTaNHTdecUFR0UzZt2+/arUy4T8FB1So8gBSSJ+uvvpq+cMf/iCjRo1ScORtGIyqqKhID1Ds0qWLMqN+/fqphx8eMiQAFUHBsEfAuBNmZckoYBQwCuSDAuxuFy9eLLfddpv8/ve/V6PyiRMnKh9ig8jm7k9/+pNKp7D/hF+RME+49dZbdTPoBVRsFp2EKh/1t3cYBYwCmVGg4IAKRgOogtkAjLAd4Lfb1bnmAY527Nihnn949sG48Ji544471ECdfNhQIdHC02/27NkZo033bvs0ChgFjAJ+FIBnwbsIkwAvw1PZeRujWnjzzTd1QwjvQvrueBybwIceekimTJmi//Me+CAgC5OGPXv2+L3a7hsFjAIhoEDBAVU8GgCesIvatWuX7Nu3T5kLonIYEQbnHKKIUTrh6RGVT506VZkOtgkwrXr16lWI2tk1coAi+l8uGJXbGcZ7d9j/c+AT2mB/ABAFSDrmHPb6J6sf7WAxom30Ff0G4I5qYuyxcNJPXO409Kj1FfWlLUiJmZfMH9cv3GNMuvlK35EvynMsm+MNOgCuunXrpqCJTaAbC4wNdx+eVr9+fVXrAaAwUL/sssvkvffeqwBZqAwBaTxPHp6PuhSe9jNe8MpmzsPP3NjKZj/ksizmALyLvmF98c5v2oKBOuuX6zd+R6HfmPOu7khOY9vFf2wUaBefYR+P0Jz2MHeoM33ChideX9Bv9Cl8jfEZL0+8MRVKQAXjYNfWokULee655+T999+Xd955R0XlV155pYZLgBAQBiP122+/XQ08UQVec801GucFJg9RmKB40WCofv/996v9ApIuBot3gMQjTpj+o64wH0AjtGBHi5oUtQDAMsqgisFKfwKSiT1Gu/Bwiqf6DVOfJKoLfeXG3uTJk3WhrFOnjmD/RxsZ31EZe7SDucTGplevXqqCAiC4+UNbCGeCAfU999yjF+MThkW/RqWdifoy0/9h4D169FDvZIIU40hDHKqBAwdq3DxoSZ6lS5cKAT3btGmjakHAFeYPW7ZsUVpDb8LDYH/FWOIQWTaSLOJRpTELMuME84yHH35Y5zwG+m5sZUr7fDxPXfFOhgcTYJq1xo17Pulb2kTfw9fatm2rB/7GAq981DXVdzCemNesr4xdpKRslGgPifuADNqFtujee+/VkB+0nf+hSdgSfIy5NmDAAHnssce0zs8//7zOu3hAkLGJxPiBBx6QsrIyXV9TaVMoARUdx24e2wIWIZgHtgR9+vTRHRzAgk7lE8BEUE92eIALmAySDcpgIaDTb775ZgVcMDEGPb8BVW6ApEKoQudhkLKDw0gVoEmbhwwZorQ5//zzdZIyCaKYYEgzZ85UmxOMdQcNGqTqXE4ap4+jlpi8MFKcJvDe6tmzpy6iSFdvuOGGijEchXbRDiTDLPDUnbkDqGesceEcgvs/84/glMzRW265RYGBm4dRaGeu6gj9XnvtNeU79D8bO/gZF3GnANhshmDgONTA7+B1bCyQ2nCPOcDixiYDBs/8IBbfXXfdpTwAPhY1UEV9sYllfqBRYKEjNhf2tFFqD5IZNvzXXXedXHTRRToH3PoEuAAs0mdoTgg8Df8mL8GpmT9h7Dfqz5xnrUQDVKtWLXUac7yYtYiNAffwVKVdzzzzjNoNYhsIWAxTgsbMr9dff12dQeBRgwcP1rno2sYa5BL8e/369Qq6TjvtNI1tyTxOJYUSUEEAOg+GDKqEmfDJbzdYaRz56FwGLvcRzznJFIOV59j5MIgR7wG+WKTZ+UHQVImUCiFznYdOZlBs3ry5Qh0G6CTu1oUXXqgLNlKeqCX6j90PQKpjx466C6c/GeAsJrQ7aokxSpswTu7atauOO/oKzy8WVby6GMtRSIy5adOm6SKOgTU2i2xGmF8sfPQTzIf5BSOlnYQsQV3FYkO+6pwY39AFCR/8yHvBs+BX0JFxzniHR/E/kifH6+BTzHMkHPAvaEweJIbE4eN7lOgMTaAHc4FFDskbbWIsMd7CCDISjWHqjqPB9OnTFfCyqXD95vgAUkbXp2xAiIAPX0AyEkb+Rv8AmABKfAJ6meOuXawzSFKRlsILGLPcR2uC9BVeELbEHGMjyAaG+jK/lixZoqCQvgM7uET92SCysTnnnHOUX3sBl8sX7zOUgCpeRYP+R6cTwwrDTnY/Lm3fvl3FmCBqJnXUEhMQ5gmThQmxI2BnRJBTmFHUEu2YM2eOLsDsimBQuJsjjaMPo8RcHe1ZGGEwSHMI4OgSAIN+Qk0dlbEHE4WZsPCzmNeuXbtCQuXa5T7pK8Yn8+3yyy9X8BClhd61I2yfzHNCKCDpQkXmEgAXaQehZqK0mWIssblgY0t8QACHm/OMtSjNeXgu/cN8RvqI5sABD9dP7pO5QfuQWGGeElYJLvVkU8tGgM0UG0P6x7WL/mM8dujQQaXtABBUngCqWHDi2h62T8YY4w4pL1otAC//0Z9IsFBlIkHljGB4eLUHVBAANRIEgzAusUNEQoDkCnQdtcQCBShk4LJ7YJdH53t13FFqE7sFmNC5556rEirscFgkGjdurJ6a7JailgBUxAxCJE4fsTviQoXDjhxbPnZLUUtsUJIBKhgxDInFApsRGHIU+y9s/QIQZ16gBvTupNmIAEpYzKIkbaeumGIAQNjYInnjwGjC3WCv4hbusPVDovowt5F4oMZNBqjgC9gGs9HCnAVeHmbwSP1QTWKj7ACVo4GTmKJZgKdhl9SyZUsF/FHYRMGXGGs33nijBtR12i+kVqw92E+xpsLDDVD9M9LwjBkzlOEgxXEJ5gSBEJUj/otaghmNGzdO7VlAz+weGNAAkyguXiwQxBM74YQTVO3HzpV+gdEChgEeMKwoJcdgsTuif9gBsfhhuH3BBReoUTGTNWopGaBiYYAp0VbaDOBnPIZ5wYgK/dkEYpeGPY4XULlFjX6JEqBinOD1iKkCCzFODZgyoGYhgDNzPkrSdjffkwEq8rD2YC9G0GkkjWxAwpySASo2h9iI1qhRQ8466ywFJtj28X/YARU8iQ0vGICzMpEuUmckjQhaAMW0g3mH3agBKhEV0eF1wASFubsEoVC7MLCjKKFydhaIK2FEnGuITh6De3TyUUuIWlERIaFCTYY4mQsQjDcTHmNRA4pMWCYo7cHIGCli8+bNVUSO9AawGEY7A7+xkwhQ0V6YEfMMGyvsEwH4lrJDAcYKzB8JFfPFJXbYbDqiJqECUKG+REWEdyPznfkyb9485dfEECRPVFIyQMXc4D4LOCoyQBd8IQoqWvokVkJFe6g74B6+xuaePAATVJnwAC/oD1sf0iZOZcGxCy8/JG+Ad/gVIB9ABW5Aje48b3E6APCnkqq0DRWMht0yhnIMBC5AFB4y7Iaitqi5Nng7lt0cRpEYCQIWo5ZYiAmPgJoPqQ1tBEBhS8V5ZzAhVABRTM5mAhUtNmEwUtQaGHtGacFwtI8HqGgj0pHy8nIFU7TNwJSjWHY+mSMYMbNoMY4cH8ArjojsUbOhwhyDjSALGhtD2kNifuAxyqKMujgqKRGgcrwMgMEmCjCFJ2cUwBS0jweomO9IdAAemM4ARviPMQogYRMM7w5jYh1h/mAig0E9Agn6jn4CK6A+R+uDipN2IKg45ZRT1B4Uh6lUUpUFVAwGRKzOpZuOZ6FmUXAgK0picjod6RSXY0AMZJgp7q10eFQMnb0DE+aCNIr4Yhg9028MfIxVsTVC3Bo1CZW3fY6pYmOB3QjtJGgj/Ri1FAuoaBvSBYJV4gnExoU5BZOylD0KOMCK/Rp9AH0ZP0gJYPpOZZG9N+a2JOoOeKI92Lky3+FlnHKBfRF8IErS9kSAiv9ZwLEtYsMLr6atjn/nlsqZlx4PUNEm1lUkpmyemP+0B/7Gxh57OKRxYUvUEckUYIpYYIA+Lw9G8stYZHM/evRo/UQyRUgi+s6r5UrWtioLqJiggCgmKWJxAAduxuwSUAOyM4rSQs1EXLt2rTz77LMa+wNmSnsAU8TSQPzP4I5aog+QFLJjwPCWXThqPlSyDHwWC/oyaokJjJgYkIHXCBJRFhB+h9Vd2o/GsYCK8QaTIkQCwf2ISYNdBYb4qP2wG4vimPSjQ77vM0dg+Bj6IxkgrhmqY8AUbvrQOEpzhEWZOUAb2DSh/iOAJHG2WLxoK4t5VFIiQIXEnXl/xhlnqAs+mhHmBheqMoAJz4Y1xQNU8DUAPqYM8Gvsd5nzaBIQVABGvGrpMLSNOiPxBExdddVV2if0BXyZvmDTTl8wj5CeMjbxcoR/EygcaWqqwooqC6hcR2JYhqEs+np20ewWELtGCUzRFgAV6koCxLE7oC0YqhIcEAkP4JGBE8XETsFFTGaSskuF2bKLiFo/OfrTFxjYAzRoDzZU2BowUaO0+Ln28AmDcTHd6BfGHG0E0F977bXaTtrKhfgcpkUeS5lTgDGDvQfBi5n7SAKcEXDmpRemBEwUiFnGQozxL3OeTWOUpDhQjr5hESaUAFIO5gbzH4kUGpKrr75avRjd3OAT1X/YN/W0A2k6a6bXOYj2shah4gPUMx7ZAGPHCzDxSn4KM7Iqv5W+QO3KuolKj7FGnekH1lD6ApzgTbQR0wVAWBBhRZUHVF4i2XejgFHAKGAUMAoYBYwCuaCAAapcUNXKNAoYBYwCRgGjgFGgWlHAAFW16m5rrFHAKGAUMAoYBYwCuaCAAapcUNXKNAoYBYwCRgGjgFGgWlHAAFW16m5rrFHAKGAUMAoYBYwCuaCAAapcUNXKNAoYBYwCRgGjgFGgWlHg/wMtO6Qpch8ZggAAAABJRU5ErkJggg==[/img][br]How are these scatter plots alike?
How are these scatter plots different?

IM 8.6.7 Practice: Observing More Patterns in Scatter Plots

Literacy rate and population for the 12 countries with more than 100 million people are shown in the scatter plot. Circle any clusters in the data.
Here is a scatter plot:
[img]data:image/png;base64,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[/img][br]Select [b]all [/b]the following that describe the association in the scatter plot:
For the same data, two different models are graphed.
Which model more closely matches the data? Explain your reasoning.[br][br][img]data:image/png;base64,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[/img][br][img]data:image/png;base64,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[/img][br]
Here is a scatter plot of data for some of the tallest mountains on Earth. The heights in meters and year of first recorded ascent is shown. Mount Everest is the tallest mountain in this set of data.
[br][img]data:image/png;base64,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[/img][br][br]Estimate the height of Mount Everest.
Estimate the year of the first recorded ascent of Mount Everest.
A cone has a volume V, radius r, and a height of 12 cm.
A cone has the same height and [math]\frac{1}{3}[/math] of the radius of the original cone. Write an expression for its volume.
A cone has the same height and 3 times the radius of the original cone. Write an expression for its volume.

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