<snapdata remixID="8984821"><project name="Unit 3 - Big Data Project" app="Snap! 5.1, http://snap.berkeley.edu" version="1"><notes></notes><thumbnail>data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAKAAAAB4CAYAAAB1ovlvAAAgAElEQVR4Xu1dB3gUVds9M7ubhNClV0GaFOmgYgH8ELFLEVARGwp2REVREEURPgVFBUWliAqKFfsv+gGKFaT33pvUAClbZuZ/zntnJrsJkE0jWc19HthkM3Nn9s7Zt573vZplWRaKRtEKFNAKaEUALKCVL7qsrEARAIuAUKArkAmAc+bMQd26dQv0pvLi4rt27ULTpk1RvHjxvJiuaI58WoEIAH799dfy0GgWrlu3Do899hjGjx+PY8eOYeDAgXjzzTeRmpqKhg0bQtM0Oa4wvy5ZsgTXXnttPi1d0bR5sQIRAPz1119RvXp1mfeyyy5DpUqV0KxZM0ybNg2VK1fGpZdeivfeew/Lly/Pi2vn+xx+vx/169fP9+sUXSDnKxABwD/++EOAxvHbb79h2bJlKFmyJJKTk5GYmCjSjj/3798/51c8zWfWqlXrNF+x6HLZWYEIAP7+++8uALMzSWE+tnbt2oX59v719xYBQEq9KlWqiG1XSvfju9eeQMWqSiUX5rFr506USvCi3K75qDd4FgKJFV3b9KyzzirMt/6vv7dMNiAByPH9yFvR+YmphX6BKLXpGHFcfuAjoN3tCNQ4173vIgAW7keYCYCODfjnS/1w7qBJcvdffPEFLr74Yvz000+47rrrovpEEyZMwL333hvVsac6aNWqVdi0aRM6dOiAUqVKZTqUYSNndNj9AYq1vxP+Gm3d9+rUqZPreyiaIP9WIAKAv/zyi2sDLnj5TheAr732Gu666y6MGDECI0eOzPJuqMK/+uordOrUSZyX3IzvvvsOBCGBf6L4ZEYAJrTvB3/1dAD+E2KauVm/wn5uBADnz5/v2oALx93lAvCvv/7CK6+8guuvvx7XXHNNlp+JscN77rkHX375ZdQS82STEoDbt2/HeeedJyGhjCMTAC/uh7TqbVwbsF69elneb9EBBbcCEQD8+eefBYAc4QAsuNvL+soZARh/0R0RKrgIgFmvYUEekQmAjg341yv9XQmY8QZLly5dkPccce3Zs2e7v7fZMAlxF90eoYKLAtGF5lGd8EYiAEgnwwHgolcHnBSAhcmwp63pjLMXv4y4C28XFeyMBg0aFO4n8C+/uwgAzps3z7UBF792twvAcePGgQ/y8ssvl+VyADh27FiceeaZOOOMM/D333+je/fu+OCDD9CnTx/897//xd69e8VzjYuLQ/ny5XHbbbfhhx9+wH/+85+onBPakueeey7oHDFFuHjxYjz77LPwer3uYzsRAFOrtXZtwLPPPvtf/ogL98ePAODcuXNdGzAcgE888QQCgQDGjBmTCYAkKbz77rsCNpIUunTpAo/Hgx07doCA5li5ciUGDRqEsmXL4u2330bnzp3RqFGjU64MPelFixaB9/Tggw+ib9++cv0KFSogPj7+pAD0XXBbhAQsAmCMAdBRwUvG3+NKwP/9739CTGjSpEkEAAkweqnPPfccXnjhBYn7vfrqq3jyySeFOcP4XatWrUBHgP9KlCgh0isYDMLn82W5MsOHD8fDDz+Mp556SkJAlLjPPPNMxHkZJaD3gluRVi1dBfNLUTQK7wpESEB6lA4Al064NyZtQG+7W0EV7IysJG3hfTT/jjuLACAlnZMLXvb6fTELwJSqrVwbsHHjxv+OJxmjnzICgD/++KNrA0YLwK1bt+JklCfTNKHreq6XxjAMsStPNF9GFew5/5YICVgEwFwvf75OkAmAjgpe/sb9ERKQzkDHjh0jbMDPPvtM7Lp27drh0UcfBQ1+OhwTJ07ErFmz8Oeff4JkgKVLl+LCCy9Ejx49xIsdNmwYEhISsvxgkydPFruzRYsWwkGkI8O43qmcEP28vhEAdOxW52KsAXSY3IAFqQnUIBLTNCwYpgXDUMc4x4Ln2BNo7kSRt8/37ancP2j2vHzVPRp0XYPHa8/gFCPKrxovCE13Z89ybf4pB0QAkCESB4ArJj7gApDOBskAznDCMATIrbfeihkzZkiYham8G2+8URyO119/HXfccQfeeecdHDhwQHLJPIbMFXq3zBOfaoRCIXE8mjdvLkSIN954A+3bt5eUHMM6zsgoAQlAqmBnNGlyDgiAYMjCD78exv9+OYwdu9MQCBhyiGZJZZb8rAuCLOimBg2m/K7DlL97TAuU5fxZva9BNy1CB7qlQSeATEPed+ZMP9aem+fxfEPBVbc4twcImShVLh7V6pbAxbfUQJW6JWDyuH8BICMAyKyCYwOufPPBqGzAlJQUiekdP34ckyZNwoABAyKkG9UmpQv/caSlpUUl/cLBSdAWK1ZMQkHh4OMxGQGonXczUqqk24BvzUzA1h2piPOyhoWyxnIBp2QPQWC/byqgCKgEgAp0AjgHeHylRDMcIJqEHDQCVIBpg1rAaarzCWj7fJnbJP4IWAVWdU2erwGmBY+uI+14EBfcUgsX9qsFT5wuX6J/4ogA4Pfff+/agKcCYLly5QrNWvzf//2fey+t1r0F7dybIyTgiDEUawSJkl4EoVilttRzAClAIQj4j0AUQIS9WjYgbWmnQGNLSRtEItVMB0xKJ6u5+ErgA5r83Qap/aokqQKp83el8/m+jtJVE9HzrRZIKBP3jwNiJgA6KnjVWwOjkoAFjcSMEhBt+0QAcNTokKtq5em6D18BTEkeJRVpnimJlK5+PTZgdDpUlHwOOG1Vq4BFKa8kmPrdlni22ibYlZq2QSnGpZKqcj0FP5F+tkUIDR73d4GipqFikzLo8XbLgl7yPL1+BAApTRwArn77IReACxYsAKWeY/uF54Jp35UpUyYiPcY7/PTTT9GmTRssXLhQnBfakSyR5Pt0RqLxjj///HOxPb/99ltcccUV8kob01HnJ1LBBGBylfSHNOb5gP1Q1cMWqSKq1X61Va7X/t3jql2lmj0EnUiy9HM8tqp0gOqoTyYIaXJ4LF1AKdcggAk+md+WfvwSGDbYxAZVsFM2aLqu1TTKTgumnK/B0nQYIRP95nWEr7gnT4FQUJNFAJBZDccGXDNpkAtA5nZp/N93331yn+EA3LJlizgLdCqowuk80ClhYTidDQaC6dwQxCzrJOGBOd5oMiF0XOhh33TTTcJDZBqPjky4B51RAlptb0Jy5ZZuHPCVZ9OUuiWINBsQIq0seOShK2nncW0+C54Iu4x/V+BIl4yO8+FIzEgwi9Mi0i7sONsOFPVr+9QKkE6Yip5wOAzEhU5/Q/wW+2xLQ4+Z56NMrdgvuo8AICWMwwcMByBTbSQVPPDAAxEAJFH0+eefl1AJY4ht27bFmjVrpHb4lltuEeDQM6bkI0V/6NChQu9nyi48lHKybx9zv8wbf/LJJ+IJ85XzMCboDN4zyRBM71WeMxxWm5siJOCEYcnK8bAlmTx8w4AZMFEsXkfFqokoc4YPpcv6ULyUD4klfEhI8CIuniETXTxRr4dOFODlZW0ppiSpugsHJs6rEaDNacGk9jdMhPwmTH8IgeQQAkcCSD0UQNrBNCTv9eP47uPQvDo8Hi90cZTCYj424NRF0gFp2qGbXl+2R2KF9Lx4QUmx3Fw3EwAdFbx28sMxYQNu27YN+/btE9JCt7TvYba+MQKAk544JutTuowXNw48G+ecpxwo8UHELVawOa1epg1cyw4wOvE/xiGXTFiNtR9sBhiqEaHI/2xoi0pWg9YsvwA3/NwZ3oTcB/tzA6LcnBsBwG+++ca1AddNeeSkAKTNV1jG0aNHsX//fjCP3d0/G2brG3C8croNuG1haXTrX1cFiWMllGEBKQfSMPu2n5H6d5r6wsj/HvtLI8Ee+UCUnjf80jldDBeWBxPlfWTqDePYgOunPhoTEpC0rz179rgANFoRgC1cG7B163RiQpRrUmgOozret/AA5t//mx010kUYWuKZKwASmHW610abx05Nbys0HyrDjUQAkAa9YwOGA5BVcXQaGGTmCCekMg9Mnh/VoENIvfnmm09KSCVNq1u3bqhRo0aWa8JCKHrBVK/VqlUDmw3R4QknpGYEYKhVb3FCnBHLAHQ+Q/BYEF9e8o1yX9zUnQrNWAz56Bp6/HFl7Ej4sCefCYCODbjhncGuBKT3ybwuMx0ZAZgdQio9WHrDbBpEjzirwSIpOjHMM5+MkJoJgC17iwR0BkNB/4SRvCsFP1w3281dSxjcBaOGcq3Lo8Pr58ecKo4AIMsoHQBunPaYC8CPP/5YwiGUQuEAzAkhlZ4tvWA2PcpqjB49Wo4leeFkhNSMAAy27IXjldIBSM+80A/bKUndn4r4svEi0TQGIDOMzZ9uxcrRiyQuqGkqEiC+lIRodHRdcHVsA5AhEscG3PTu4zFpAwZb9MKxSs1dG5A1JYV5WCELszt+BIuhGmZRdA1GqoFOc7ojoUKxiFu3TAtfN/8IWhzB56hjZq1pDnrQamRrVLu0amH+uJnuLUICkkLl2ICxCsBAi54RErBQA9ACvm3+DnSfApTL52LQWtNw8bfXoVilyM4SSeuS8OtNs5UDwjCSaTsmmobE6qXwn887xZQUzARARwVvfm+IKwGdRvpOCiw8E0I2DJkq4ekxwtyp+3DIpMyQhDsP2fmanoqQmlEFB5r3FAnoDGZwCutYO3YBtr+/Wq2dY8/ZN8tEXnypBLSf0z1ybS0L3zabCU+cBxYDgZYKyTD0bYZMXLWkR+wCkLlXB4Bb3n9CAMhSSGZBmPXgz4888khEKo4FQ8x0sBiJZZuMJbJKjqk4/sxsyNq1azFq1CjJA/N4FhZlBOyJQMJrMtV3/vnnn5SQmhGA/ubX41jFdADy3EI5LGBOqynixUpEJSzrYdoBS6rcTov7RhJVLeCP237A0eUHYepMESoJyP/4+p9518JXIuuCr8KyJhESkAxnxwbcOv1JVwJu3LhRQHTw4EFJsYVLQDoKmzdvlt7SjMexiRA9T6boBg8ejEOHDuHIkSMCUOaA2Qb4ggsuiOrzP/7447j//vslbXcyQmomADa7HkcrNnMBnpcAFCa1w3wWFWgHt0nzsjMTQpmJZljA3FaTFeNFACeRPVu12lkQA+i4qK8Em8PH3tnbsfLxX20nhMBT5/Pabad1QplGZaO5g0JxTCYAOhIwHIC803AVeqLOCCxIv+GGGzJ9KLb0zW2n+lMRUgnAFStWYPXq1bg2+Vv4m/XA0TAJSO89V8NG2eGV+7B+7C84tmqPmk5YMzZobPhoXg2Vr2iIeo+3h+47dXqMYF5881c4tmqfkB0UhJU0U7Nqgs0Oi26B5omcy0gz8FO7GTaDUQGQzGpTs1CtZ100eiydEZ6rz34aTo4AIFWkA8BtM4ae1AsuTIRUSlfeN+3QS/d/grSmBGB6F61opW3GtSZAQkf9WND/M6RsPqikE3l/ZOrZYlC9p850qF5KnwJWchC1B3dAzVtaimQ62filxVu2JLU5Mm7OUEOdoRehavcTN1mf1+I9WAzXMC9MCUhVbOkoXr8MzvvgspixAyMASLaJA8DtHwyLyTBM6jndIwDIYqjsDjNo4s+bP0DypgOKNGrjTAistr8ggCPZTwiltoQSVRhGetV0WIaBMx+9BNVuaH5CUBz5aw9W3z4L8BBANOV0mbPcZXXRcHSHEyaw+eWY3+p9ZfvxFngd+ZA69OI+XPxT95gpcIoAIAPOjg2448OnBID0cill6NWyDwyHo4J3794tnRGYestYq8GtHOhEsF6E5AWm65h+I32KTSOjKRhnapBkVsYnT0ZIzWgDEoBJFZq6NmC2AGgBe2avx+onv7GLjZRoE4azCvm6DGZ53xV/DtNZMCAOgcgm28EQoejT0fa3B04MqKCBPTNX4dDcbUhscAZq9G8NX+lT0KwsC7+0fEeYMpbmsav8VEFBKGDikmU3ZlLb2f0Snq7jMwHQkYAOAHkjTJ9VrVrV3UPEASD7wbB9BnvHsFcz2c/0iBn6oJdLQil5fEynMZPBVBzJqkyrRROSYW75yiuvFICfjJCaEYAp53TD0QrpKviiiy6Kbi0tYOmDs3D4980ukVR4hI56tdnRom5tG9Ap5xR2gIggnXwVZSLaWleYzLaNSMl1zhd3IKHGSdhEGes6T3bnFvBb66mwDAuWroDHLwlTc8GjQVyy7tbYBOBHH33kquCdM4dHUPJPBECGWSjlaGeRkEpqFHdVYmesnj17yvv0jHkufycASShlv5doxosvvihkBKYI+cr7Y7lnOCE1EwCbdBMJ6Ax+AbIcFvD79VORtvWQW2gkqtamywsIbXUbbs3ZvmfEblEu8mzmqia2mQNBYlRD/bd6o1QrldbM0eD9tp4CsH5Z4td0XpTEDSWH0GHd7bFpA86cOdMF4K6Pns62DUjWCoESTYwvRwt/gpMyAjC5cdcIALKW+JTDAv66cRqOr9/nOhceCfCqSjV5FXWritct04RlAKVa1ICvUimY/iD8mw8gbfVeeEoluCxp55qs63CkoVPgznkafXonEmrlkFdpWfij9RQwTmjrfLueT4ORZuLiNbfn1fLm+zwRKvjDDz90bcDdHz8Tk4RUAvBIeRajK1mVFQB3zPgLW8b+T9H27Qo5R81yBuVeWPAkxqHhjH5IrFlWQKiyF7Y8lFieiuHtGP8TDkz9VZwDxdlTqtkZKl6owTJMNFv0qJ2Gy95zJvAWtJ0qBe3hQWhexwiauHDlHdmbsACPzgRAxwY8FQALU4fUjBLweOPrkFQ+XQWHd3TIuM6h4378cfFLKoYrEk8VFzlq1sYUGn8yAIm1yp0ynBIxt2Vh55gfceCDhba9qP5qV/+6tUd6iXg0/fmhbKtLAnBxh2kIJQUAl6Zvu0khC+ev7FeAkMrepSMAyGCyA8A9n4wQCUjngk0hGaJhl1JWyGWsiiMI+DdS49n5gFKHKTf2iqGNSEIAnRC28iDhgdmNrKrimAXhOewzwx5/rLBjRoQ1IC+99JJb1pkRgMcaXRsBQKefTcZloRT7re1/paMBwylO2w2VElNBjbgzEtHsh4eg5bDBUmDfMazt/LKizou0VJJQzDXbQz5zfG+Uape97cQIwKWXvg/jQLKoXsULtGV1CDgvVgFID9UB4N5Pn41IxXGrBhr0dCgcACYlJUlrXqbdCDqCg2k7VsUx7da1a1dp2UEvmjUbrOklYHr16pVldoSt4lhtxzz0kCFDQIeEeWVu/0DnxgFwJgA2vFZUsDMuueSSE34l03YfxeJrXpVQnlOzq2J4qmC9WK3yaPTZvbmOpxnJAay+YFSYXaxidgJIIkfT0GTxkGxJQQJw5ZXTEdx9VJp/SAMRNleyi9vPXX5n9sRQAR4dIQGnT5/u2oD7PnvOBSCLz8mKJv2e6TYHgIwNck9h1gtTQrIbKqn5BBrf5+/r168Xiceid4ZoCNann346y8L0DRs2SGctSkKWhTLcw+sw68GWvc7ICMCjDa/BkXLpNuAJAWhZ+POC0UBa0G0wpLwHuwGRR0OLhcPzrIrJv+0gNnWdYHc6cJjMytKkk1L9pZ4o3SH6/UwIwFVXz0Bg5xGbF8i8tHyN5F/bZTEMQEcChgMw4xeksNqAt8b9jl3VOkZIQDZEzziMtCD+umAk2AVB2X22D2GnwZr+Pgx6Qnoj9LwQENvu/xAp89e46ldUJ9ks7LhQujjOnjcoasATgKu7zkBgyxG3RkQFpBVHsM3y2NlON0ICvv/++64K/vvzkSf1gvPigeTVHDQB2OaDdmrypD7wN7teJKAzTtQGbufEOdg3aY7Yf8oeS+9QVezs6qg/4+6owRDt57BCJta2eMoNENt9t0Tq8voNFw+LOnhMAK65bjqC2w7BhMfps6BScqaG1rEKQNpuTipu/6znYwKABACzKrQzrzjyBdaUbIXD5Zq4NlcmAFoWll86AtbRFBs7YW01LODsuSPgKRVJhY8WZFkdt/OB6Uj+aa3bS8Gp5eC3oOaMu5DYSO1SldUgANf3fB+p6w/Z9C07/2KXabZcdk9WUxSav0dIQAKQKphi/MAXo2ICgA74WHx09M0bhA1z+Ix0AGaqviMA2z4IPc7jZjrEGiOnz7DQaMG4PJd+ztMO7knC1stfVHab3ZBIpYw1FO/YGNXH9ozKGSEAN/R6D2nrD4rtp+j5lITSEAQtl6sePrEwIgA4depUt/ItFgAYDj5HAq4u0VIkIAe9dG6wGD6YuVjX+WGhVql2aU6aTEPx1g1QbVw+PjzLwobmT6iGRPRahU6vrk/12WDx8KhijQTgpl7vIXXD37Asrx3SUSDkXM2Xx6gEdHo+UwIe+mYMOjU/C6GytQrlF4nhmT/++ENCMg7LevfXr+Bg27txqLTansvxwMM/QCjpODZ1fxQasxkuj0/RmsoPvBFlumaRusvNalgWNjUboigOkkmxaVSmBjMlgAYb/xvV7ATg5l7TkLr+gJJ6AmQ6NR7JDzdfkY9foqjuMPqDIiQgT2M+mEY9a4AZ84u1wfKAw4cPS1CcbJyMfQiDfx/G9psHgwldp5+zTapDhWcfRPHzM28Jm2drYJrYSAmo0fHQVf0vq9p0gJ55/bXRA3Brr6lI2XDIbqRq93YVZrUHzWJVBefZQufDRPv/2IDlj78HjxaS/s1evuoWPJqBZtOHI65idHUQwf2HsPO2h6CFVOtTh0PK1/LDH0bieekFTXn+MUwTm5oPcVN9nN/UaItagN9EnXXRA3BLrylI27hfVLDQ9yWo7YFhWWi+fGCe33p+TZhJAubXhXI776EF67HyiSkCPo8WhEdnAIJtcw00fvc5xFU8I6pLGEnHsKvvAFHBHKpDPrMfOkrdfQdKXHXq7v1RXeRkB1kWtjR91G4q5JC5bDpVcgB1N42Nanqq4C29J8MvKpiD/V116ZjAWGDTIgBGtY7ZOujwwrVYPfRteGDAoxvQNRNeglE30WDqKPgqRAdAKxDArt59pNupywqw+zv7mjZFuRFPZeu+snWwZWFrs0ekAEl4gnY1m+qn70Hdpc8BUeSdCcCtIgH3SS2IqglxAtEazlk+KFu3VZAHx4wEPPLXGqx7aiK8mgGN6lcz4NVV4/B6b78AX4UoO/dbFnZ3u5rBQ+UFu1E5djMFKn32eb6FYUJ7jmDXZU8r4oCkzhzmtI5ilzRD5ZdviioMw3K5rb3eQtqGA3YNifKiaVeapl4EwPz4RiUtWo2Nz4wn402pXy0oPZ913USdiePgLR89AP++8yaYycdUH2dhidoMGBYDTfkQeokS+fER8PcDbyF13iqJPzJ1puKByhCt/OGDSGhUParrigTs/RYCEoahJCX4+BnEKEGTpdExzqO6WD4fFDMSMGnxKmx59mUBn4BQ44YulIYWznx1HHyVKka9VMc+fh+pX0x39wuRXLCTkjuzHso+/2qeS0Gm4na1vBuWxrgdO50qqSUizwBqLh+TrVTclq5vILidgWiPW8wutCzTg8bLHo16LQr6wJgB4NElq7Bt5IvQdUNsP3rAuqhioNq48YirGD0ALb8fhwZcZe/VYT8Cm5BAe6zMpK+gxeVt8+/9g15D8OcVsAxdQGIwDCONhTSgdAnUnP9s1KCXOGDXN2BsoxfMHjEKyM7eTI2XDi5oXEV9/ZgB4LFlq7Bj1CgJu9B6UtJPOSFVXngdvsrR5VFlZRhov+dKaAHVf1k8YWfXQm7JoHtRavL3UQMiq9UO7tiLg70fB0I6TIPBYu78SbVJNazjjFfuklRctEMyIde8BmPnYRXMdrZvEDIC0GjZkGinKvDjYgaAx1eswZ7Rz0LTKfVoAyr1Sxuw0vMT4aucvaC5cWAvjg/tqewxJx0nOkwR8rXyNVBy1LQwynvOnpWZnIb9V96u2qiFPLAMDZrhhWl4hblCeV5zafZUvoRhrnoVwT2HlSoXY8IrZXwsmGq4/Imc3WwBnBUzAExZuwZ7Rg1n6bUt+ZQKpvap8MxE+Kpm3XM6Yn1NE0fv66DabbhOiErPORIFxc9AybGzogqNnOjZGfsP4vANd8IyfSpdFqKE8ooatgwPrJAXZSc8iGLtGmbr0YsKvnQsjAPHVV8Ynd6v+vIwvNlo+ZPZmq8gD44ZAKZt2oA9Ix8LAyBDMOwoaqL80InwVs9eXYVo4rRkJD9MwqpTB2J7IvY+cCJdTKDY0zPgqVIzemloWUh+exL8X34tEo82n0npZxKEfKUk9ADxxVF53mvZVvUCwPajYR5LsxuBkNxgh2EME41WDCtITGXr2jEDQP+Obdg34n7xfjVRv4aAj/Zg2cET4KulCAjZHYG5HyA062V1mkqOqCFF6XZROV99iUh4Yho8latzQzibTGDXz7mbT2tImT4Vwc8+BKhmOR+lHR0FvoaU7acZPphBCxV/ngbNl33mNQuqNrV5DlYwqFpzSNGTatHBvjYNVw3P7jIU2PExA8Dgvr3YN7wfaDWJIyKb7prQPRZK3z8Ovno5JBFYFlLH3ARt91q7EYeq56V9JoXf0ueFQLI5fMQet+Cq0xxWmcrQgkGYO7bC2LoBSCilCo3E3lMqV5Q6pR2loA1CquOy77wCb83KOXvwZNW0ekptBUb1a3dFoBQ0Ukw0WheDAGRbDVa+kUNXmAbZLGzpcW7js7HvyT4SA2QWhB4wQcgwTPF+oxDfJDd9AC2k/bcHrANbbI/YTlGoNLHai4OAlF0yhUGgOtWLJ8vfFRWeQBOH2g61yKtj7wkwFQhLvvA84pplz+6LeCYWsLnFU7Krur0dooDQ0j2wjvrRcANDOoXpKZ78XkQCEnRsqZtVrW74NBXLFMfH/dugZjEj3z5rlXPOR3z3F+SyS5cuxYXzJ0FHEBpjgCSUSgzWQLGeQ5Bw7pW5W3HLgn/yvdA2qK4GNkdBAZBeJm052X5VgU3ASNUsgFTvUTKSnUKHQKPENPkz436a2H5mSEOptyfBUzUbIaMTfSoCsOVQRT7g9UUK2tdOSkXDjc9FHdTO3aLl/mwB4Ndff43atWvbbb7SvzrSkjZsg7Xw37f8+B4u3jUD8RfdAWPdXBEdJ9YAABCoSURBVMBXDFYgBXrxsjC2LYa3ZTcYq2bDd/FdCC36BN7m1yK04ht4G3WGsX0JtNJVAI8X1qEd0Gs2l2O9Ta+CsWMZPDVbILTiW5h/b8C2vt+5n7L82w9AQ0jUrhQhih1oIb7zABTrdEvuVwMWQou/g/HxY+4evqTpC2HPJIdP0fj5tKmexZmwE7qaOBY2NZ5gFbVLJ9v2fBGHUh9+les6Y2WfWtjc4kkFbuk9o2qMWWVnBC00XJ5e/JQHi5KvUwgAuZ8v1RwBxh7P3MmI0pD/2GKXPfZYikmyJ3v7sbB86+ypuOqilvCe2Qpp0++BXrMlPHXOF9AE509C/DVPwzy4DXGdBsJY/zM8Z50Hk2ArW10WzTy8HXqFuggt+hjeNr0QnD8ZvgtvR9r7AxDX6SGkvtUbNHI29P7C/WJUe/dBOwNiSD7fo7FHiwlvq6uReH3eeX6WEURwfC9g33rFmBGJRwYLQcbnYT9w2oMCRoJNvSfhFlG79vtBC94+A5FwZddse7snffIEYHPG+pj7VbYpiajSMbVkIur/9EhU1P58RVaUkwsAWezN1hpcZNZQsAUGwUfae4MGDcQuZKNJFpyztcadd96J3fOm4/LqIcR3GYy0qbdAr95cVIFepSHgT4GWWBqhxZ8hvttoBBd9DF/rngit+A7eVt1gHdwOrVQlIBSAsXctPFUaIrhkFnwtuyEwbwI8tdrC/6UypFd1+9gFYJ2ZA2VPXdWl1BBJSAnoqdYYiXe/E+VHjvIw2lepRxGYdCu0/RvVBoECMu43rFSvsJpFyrHZEBkuDgg9wHE/PL0HIf6qG3McRzzVnW5uym4KpHHZmRB+qTUdvvpVcNbMO/MO7FEuV04PEwCShk/6vaNiw1/Zi4/7dEhrMlsl89W//Duct2N6vtl/8oG8cVjSZapcl43KW//4NLU2oKsNoQWA1IleoMSwv3K6Bqc+z25SHtq2Aua3LwA7l9mgo1o2JbWmG8QljbA4aG2uQtyNj0PzZj+8Eu0HMNOC2Nr2KbcaTnZK0nXJL5fq2RZVnrw82qkK/Dg3DMO+MOxm73S0dwDn3GHG39kUnC1787MXINU/9wlhi2BK4jM/HwQ9lCz7qJETyCwIJSCsEIoPWxJ9oDinyy5gdPdpSM8fu8xW/j3/N48+9v1yHBj8ofKChdal7EA6PzU+6I/Exrl0cnK6Pjk4L2bigPxsx99/BMaGX6B72FGIqThTPW8dKHb/j9ASo6sLycE6FZ5TLGBXnwlIW7FT3RMD0DYA6ZnX+WUIPCXzlsmTnx8+pgAYWP8r/DMHAUJI0KGJCqbQMaE3uQ5xXfKRTp+fTyE7c9MBafSwmCdOBoT8IAkXmSbqr3guZmKA8v2hDZidz1+Qx9I7TX7hQvGEVW239FZTZRSWgfiHFocT7AvyVvPt2v41u7G71zhFPJDCUlWSSTvQU6Mczvr6wZhxQGIOgIw3JL90MXQElCMiIFR76/Jn/aIh8DS5Lt8efoFPbJrY3OgRaHGkXqnOCgSgYafiKr3YG6Uui55XWOCfJ9YkIBcsuOp7GD88JTEvSj4BHzMilIIeDd5bfgb0/PNAC/KhJc38DYdHfmo3JLcbUzIWyM9uaqi3LHZScK5zG0sqWN20hbRX20Lz+QSAlgDQ3mGcieH4svBeP+sfp4qDuw5izxXPSqiFAWjH8WBw3NA1xLc6CzUn3RZT6jf2VLD9tQksmAJr2RTJdzr/uEOM8oh1mPGl4bvm04IUVnl6bfNYKna3HwTT9MEkoVUK0dX2rMyAMCled/GImANfzAKQaQj/tA7QvV6VW/XoQkyQ4hzuuUYPmT9e8TngictTMJzWySwLaX+txqEHX4UZ0GEIjZ/5Z58tAXk3HhS//nxUHnr1ab21vLqY6wVzzzfu5ZaTrVWZuqOHun3LxvRuAye4Q/ZDrnJmbaSkpEqzcm6hkHGPuWg/mHloE4wf7lbNh5gDJfB0SkS1famu2zu5nXk19IbOxi0xwlGyLBgHDuPQvcMR2ncMluGFEVAUftOMUyCkGpZSYB/qLIq+oi7a9T1dxwkAuRVW/fon3hY0mhs5uGo+avz8DErHZZEF0ICELoOxparqv7Jy5Ur06NEjmkuc8Bhj0RvQtn0DeNVmzVIbQbUsD0Y9ILWhjAearxSs+ndBr+DspSsZ/LCY2ekEp31t26Z1sifcWTN52nvwf/61SDwBXsgr7Goj4INpxAmVn5JQ2YEaai94FnpC7OyQnvFBCgAp/diOjeOdd94R4gH3+2CqrUSJEli1ahXYvJKbBpKkwG73s2fPlt58zCGv+3QsLkudI1mq+K7Pw9y/CXq5WjD3roGnTjsEvhkJM0lt9Bx36UNYW1E1DmcIslmzHDKZZQITxvzHoR3fIKpXqEnyqnKjyk229+igdLRb2Kq+zNxozQckVILlKw09rgwsbwlAT4TmS4ClxcnWg07fFs6n21uqyvZdioKiNpqW3R1UaSc/k5UWUMwYIwTdCsFIDUA3/LBSkmEePYrQ4UPAkUMw/z4Ac9duVaZpJQBmHMyABitEsCmJZwW9MMgr5HsBVtMpOxCWFzV/GApvpZI5/gIXhhMFgNxCgXQsjm7duiEhIUFU46FDh2TnS+Zhp0yZAu48SWB27txZ2DPcenXAgAHY8tVr6JI2VwDobdQJnroXIrT6R8RfOwLBea/D2Lce5s7lLgCXl0nfwbJ169a5WwfWQSwaBStpeSTobCAyV+puqyVCLmyLLflZ8f1UNZyk9W0atAKVxOkFYMI4AAxTUa/4O7fKct4jb9Cw3wtZ8jcELVhBE1bAAPgaBKwAf9dgBSxYfg0mXyntAhrMoEf+UeIReFLIRLUbioNBkMp7cTBDOqp98QTia1fI3doVgrMFgNwjrmbNmnI7mzZtUt9iy5I9fvk+VWXJkiVRunRp+Tt3PuLP3AWJD3fX92+6APS16oHQxl/gqXsRjFX/B2+zaxBcOFO4fY4E/CvxXPmZexGfqIt99tfFgrHlK3h2fibxQZF64owITcQuIKKbbM/Mv9udBASS0jDSaderQKr4f5LfUsATAip/5luG2mFJwGiCbTfkmJAhfQdNw4IWNBT4KGgJQAItRNCZYBxdABgADD8AAjGow0rThTWNoAdGyCfgM0IegNJPfvch5NdQ89eXoBePnXzvqZ6nS8lnj+XsUPLDJ60el4LKX96rpMIpr6bB33sSVhxRNotpmjjZTkbZByELh9JgLnxASTwCUVSwA0J7hyIxU51WFuoqTl8YYTvLUF9AZvrkPwdsIg1tINrgA/fsNUzpN0jAaaYhQAMBSKkoEjAk0k/9TKkIWH4Lpl9JQ6QpQBp+j1LBQR8MKWrywgzadl/QB0+D+qgyOXbabkTzDF0vmKRT7lBOCZffg3t6EHjcSy7vhwXrwJ/ADm5pz5SV2qNX7VxpS0N7QxrpUO/4IWFMK1VPaUORQBSw2dLQolQjEJVK5s8apbstBc1gSFXNGQQi1TAlniHlkloQMAP83YRJM9EGIMEoQEzVEPJTHasyTjNIyeeBVrEGyr82FJ4yJWIy1pelBMx7EBSCGSmtgodhbX0bCP4N6IwHOg0BlUOScYjpISW/NgDF9lPgE2eDYCMYxfEgEKmPCTRDvU9ghij5lC1IG5C/y3ti+1H6sR2vJUC0/AQkJaEFM01X74td6IOR5EdCj94o2bcXtDjfPw54ztrHFBsmZ7C2ZZwZgnl4IXBsGbTgflhgNZ/a8NlydK8UoyuQOjYgvWW1jRzBqSSfTvCJWqYUdCQiAWgqwBkhkXwmVbPjgIQMkXoa36fECxqieg0Cka/xZ8BbsS7irr4Jvlq17e2b8p/cmrM1zbuz/gUAzCTn0vWuY/OJ42t7tjDFGxbHRHYkt/cPdgSm09TyBNOm24+uKWmrfUUcJdg1VgKK8x1+cWV3ng42dd5BJ29m+hcCMG8WrmiWvFmBIgDmzToW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name="Stage" width="480" height="360" costume="1" color="255,255,255,1" tempo="60" threadsafe="false" volume="100" pan="0" lines="round" ternary="false" codify="false" inheritance="true" sublistIDs="false" scheduled="false" 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AoGAAAfoJgkQIECAgAD7AQIECBAgEAgIcIBukgABAgQIHLFxAWmhEwHPAAAAAElFTkSuQmCC</pentrails><costumes><list id="2"><item><costume name="VV114FWs_400x400" center-x="240" center-y="180" 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Bq8OXyjPMkANnthB7z76HJZfAy1u+tJ3VpD/BMcEGRIdQx9vvg+q7rbmibWTjRBBIlUmmEU3EMGl6BWadW4sFl0zGtBU1KKPwJrlXiFqP/7NyurXAAfAEH3EHwOM7wGoC7OlJYdNLvXjsqaN4aWsPjh5NUdIKzsFg2Je2M8x4A5aq7Cf43WeRFjmyGasyNT/G1Y/XDSO9hhWp01BwDfFuJmIbDhMKgFJiX8XJKWB+7NzlA7KERHEIDifrUJDVECd21hL1sDTRBkAbK/w2y+ZDHbdGAkw7yIrbE6h59X62J7aayUN9FLGz53TQSx8g9ZoKvpYCw5YBtUVANCre0TbYBtfTTYNwegF5ZboSnSXxyOaadjovM1wmYYiEYqc9xBJRVE8rw+zz67DoyqloXFGDktIYs36nmh63RcIB8LiJPj83dgCcHzln30WB12SN2rOnDw881I5nN3ajoz1JjjNGz0uhKzbQBO63dDllWQE2h9XSBgw0NwYrfy2GZqWVjJgMT8JmCUYpc0UQGsOsT9mTxRzlGHMfJV4htis0MQAlTsKhjFVBMgA3ixX797TVsvpewV4TZVjHWADnO2JlOYixJzI3OmDInHAj2NAIV7RAUAK/Atu0Do4P2MpQg82DOpzZKmMeO+6DEG5LRR7eaA3fVGQz9iC+V0O5WN0RuKFRfDF5i0v7Ql7QjMLaFZOJq3pGBRZeMRVLXzcNk2aU+ef5cWTj88iclnd1ADzBh90BcP4H2KiUjUOMyUT14MNtuO/3rTh4aJBDgywVYsgxSmmXhsEMa7aytkAlrHBsL/Q2m+L34RhdQ5SIeWUBGXv8sqrbvNP4XVuFyoCq6nC164pqm0KMLPuwrdq2HbkoTaWVdjrkTKWMWfoaig8WRqihRNSHrJhd2bVwOy2wFDAMbNbqkKXyCRixz1ZVEr46XPupIGdn7OIwKwX3kcz3yqb930T+QVYuljxdIytcieK51alMEVsYL0UzUxozBWVxFtPxFds2Kz8CuI/GopiyrAbnvHM2Fl7RwDNFE5bk/5E5be/oAHiCD70D4PwOsIKvsfX+6EcH8eRTR9m5KmaHDml86vA8xwFo2txIgCIU7yqAZF02AHSJz6XTLFYkDNtXA1vg7IO4xvnSem3SN5r4V45JZZVpxkotaXkT076AmVbMV3WL3dcODRK7rK8eH5boIhgvZa/EwCUO11bn+uFOvrqVmS8RfM30rOBL7WMPJ8Iq2YQEST4s4BL1hc+eqd9hJkqOchZY+uk2lWrKBkTV+iobhUENwdJRDFKRiK7Z3wAEv/AsUC1D9vwQNbS9wxth6itL9qIRZFIZSpG57M0zcf775qOsOu5U0vldLsyzlD2QeW5B/m93WnXYAXD+JhiFC2U8bHqxG9/7r/3Yt68fpWUUuckZNiwO4hOZrOb5KR6thdTP7GSf7+eF1qQbYT6sbM+3dyrChgBJWaJ6HfPGQPyuJOlE8FvIDizto8QUluc02R4lLIiuLqBs2hNTTyLL65eTeQQJM0hGCl6ygWDw4k2Fr+7mi3NmLrkPuR/5zNskwzBMPgA0VvkHQBvcRxmwHOuHBZnrqWKa7+8DqNwzZDu2HMgoNSRdTlQeavu27PD6u59oRA/nDnF6SV+hb8nIX8ECtyvWubPKXgs4WMoWX/K03ssmRFOBJgfSmHXhFKy5ZhGmLqtCVB0C8/fonLZ3cgA8wYfeAfCpH2DV6Pb2pvCHB1rxi182oa8nRckzWJuo8Z0SCGqrgEO22mCBtzJt+B3g1I9hsCJAEXAN1mWx48pCLhmIg2Qbvko2kA2pnSVmVldrLTig6lMbfAIwskN1AgcqWuiJcFrezOrIpaCrOCPtVNVxqB+i9taCCfpbNngqECqY2ykwGSt1I6G5mgNANQZ57iuzfXUG8zdM6gluM/ksFbtKUm3phJ8+AFtyDmkH5Hu9ljpSRTxEM2J5zyJIGi6lbfNBVgA4uBPvpAKDgebBZmcta1tFn9PJDGrnVeLcv5qP+WsbEK+I8dbmtKIrp36tyL6DA+D8yzyvd3QAfGrFray35cgg7rnrCB74fQtVGYpFR6ykZzXGBltBIqviz/BWqyOV/hI4+QSAadlj9UvxAlLmyGyLX75dUpgb24fVIcuK7fWLFPB3BG42APnApGyPaawfWuTHA4f7zJyNNydBkosgjphySVuARZsPc45myQoFQUt7R2iXD44CiMIVpQ9BkmxbLiQfK1TLxqHQ+2wgFvW3v4HSvtvpyET4pG3Qoae/zHh9+3XImSqMhiRpjV32RzMY2IA5qwNW2Npszy9qg1FJpz1UTinFirfPweKrpqG8LsEe0g6ET9ki4gD4lIm2MC7sAPjUjYNZ/9PpDPbu6cdddzTj6Sc7kEpmuMrPiC9Zra1VlwlOoJC2tIvWshqoUfl3C3wFkOzbcb5i1mfq5RmAeVnW9mkeZwXCAICyYnjVY9rnTUHxA5uR+iX6pH+hIgZajlAZJoF9ABO2FzG3x44VDtSxgWf1yGpr2wObJWs5XNkqZCusSkTqy9vIj/ctWdmz/LKF2m4rU5XWRBR7sfbdwmdSn+tnLmrh+ep+n8kyso6kAAlwUO3Y5AnNjJ3PDyaefYlgumVPzPBnTnEJJGpKsPgNM8g2XD2jnKtxORA+JQuJA+BTItbCuagD4FMzFoadmdKAO7f14o7fNOGFDV1Ip4yDUpCwSMGSgcDXM4b4yvB1LZsZW4ZBfzUXticnB2bOoPwgA5pl2/WBSByVfFara6uxp1qxvgKAIVD2gZFlyiCp8lUGqtcI+hE4fbFdlJN6WP20woh8ViyXtT+HczMrex7eDrttIflmhT5xO+QIQSkFfwVE26OZ31sgZ5sSZMOjLD0wumaHFQlQjuh7E2zERE98nMnLx+ulgtHz4Xz4+bZAPF9hHsB3JELuCiUVccy/shGr3j0Hk+ZUuHKHp2YZcU5Yp0iuBXNZB8BjPxTMfD3s2NqD3/zsELa81E2fhXYGK64Ci3ofh5oSsD/bnslXCZZSm50Fpyt4GYcnZscShcLwIE1RMAllmfJBWdTJer6EJ9n2ZCptqEuzAqbvQWyzQ2XMGmsrjF36z17MUipR2qqyYpU3y8JPzCEdMAw52ADoIbZTmLURUGiU6kxsKw80DroZ8lXwWZ7Z/tiRE5le1wotslrnF0nwUTYo3KBxZmpzJoD0Wa2tAckCc3tu+AQ4i6GGNgA2WOvJL0NT/YENjmFnLd2AWFyddpERREuimLtuCs695gxUTy9nCZx+Trtjv4BYV3QM+JSKd/wv7gB4bMfALKxm4dq7qxc//t4+bN/czQpAm9ExLxHwChY2ramrCGktf1nYmgXAFgr7Xs1yBpfB07q/AphqK/XbYL43dQ6lZq2hOIR3wkQ9j5zFuNyffG/srP4Ggu2+RhVpwm+IKUej5GFsnKw4JEfKE4ptUkN+tI96LXLKklrHulkIaQrET42BS23D3C5WWWv5xOxCBXaOamvMDfCrVkL2BTRWlt3a1OANsFR+Eycqin6iRBeyyTCfMxnydjdC8+HMyEXQ3d80iMcx/dE+m7+miALXkwwyoPn7Nwa57AC1MJO3Z87IbNffukghCpmS/vZOZc9+XzKr1APeOtiM+cxLGnDhtUtQ1VDGXuQOhMdsUXEAPGaiLMwLOQAeu3GhRTgawaEDA/ju13dh55YeSj5B+Gt5JaltU8GM1zOLzdlJJMJYwYf6DNZiJertbKuSzXulawIIfM8M2fIYWBgozEJaWhpFWUUMpWVxlJbFUJKIIlEapXKH5r1JV1haEkEsbn4zfyOIx2OIxyOImvcx812Uy9tFgVgsgqjJ6GVARcFHUmtKl/k3v4+8eJuY6GGbD1EPM5wEoT96qs/sLR3/sfjeMXmgKTJlyjkScOpRBkyNx7boHvxNCW9E0kaOptpQmpDYr8mbSRsZe8gkzb80MkMZpIcyyCS5TCB9HkwjPZRGetB8l0aqL4NUXwpDfSlkhlIM+kY+MSM/s6GRGsC6SfFTlGYz5+w5nWUzJoXCcCl4fliT2tRV88AbRtqfDDstQlm2Zl/agEuuX4aKKaUuVnjslhSngh5DWRbkpRwAj82wqIq3+2gKX/vnbdj6wlHES6JS+F5YiIbxKM+gz8GKprV4s9e4UAYiTRBhqTd9RJaEE7xOR8gBLJVKAyku5mDAsaQkipraBBpmlmPK9FJMbixHbUMZJtUmUFoRRaIkhngiSqBqjjfAaoA2FotS/Ce1zWpg8DlLHfoy2s7jSvwY5yocHPPSSvbsfclxbxY+4IRO9U/KOtvGResnYswpjxJdGL+AjHlPQM3AnBxMYqgnjf62QfQ29aPnUD+69/eie38PhrqTFBKElAH4CCJm85MwGx0GWZM/PPvFla94S8ObP9YUmH0FvzcbH+OWb2+Fgk0IR1nxbyE/M9H6R6NRpJNpLPiTmbjwE0tRasobuteYSMAx4DERY+FexAHwGI2NBwz0Z3DLV3bg8QePoLw8zmpIebHDU3hxtB2UFERHBhd1Bgquka3mM+dp0ouUYVdpD1WTSlDfkMDkaeWYe0YN5i6uwoz5VZhUX0qgeiKaQt9sKmpaWpSzzINjJNETusxxQTqHq54cCJNEgruoZkNwj7YwJ7A5MazcMOjupn50bO1C2+YOdGztRO/hAfS19CPVkyKbbLSE7bOWedvPAa5FPV5ORUx2X0sbYzpiq7s1o5fvSqcVskyYEiJY/q55OPtvFiBeZlK7udfJSsAB8MlKsMDPdwB88gNkFrvB/jR+/T/7cc8vDiFRAqSzHYQoX+/wrE7+SimLsg3SDNBsR/WB3Fc/K3lhdmM0zUZ1W1kdx6yF1Zi/tAazz6jG7DOqUDu59Jid9MFT32RTXH8Dkf3m5OV22l5hZKLMwG3/JvbXYwG2icvtPtSH9i1H0b75KFo2HkXnri6k+lNkYgjsvIEqmS+vOwBLNa0lhPX+dIgdKMajZVuUSSXtezNw20uqE1j1N4uw+E2zEC9lO7Z7nbgEHACfuOyK4kwHwCc3TEa9NzSQwSO/O4Jf/2AfBgfZFhjyVLbCW4bfLbuouy5zoWXScuaR380tjO02BlTXlqJxdgUWn12LRStrMW1OJQExOfb4jjyyVLoF8eQGfLzPlnSZ/oZMAnqNzbm/dRBHd3bj8NMtaHm2Hb2H+jHUPcRmEGLg2fHD1mQQ3TLNEh9lVV0d7rSmIiWs9hm+qKgzQPWcSpz9wTMw65IG8htwIHzik8YB8InLrijOdAB84sNE/ktpDy88dRS/+O5uHDk4QGyVTW4WsIYYT5YaWsJrmJcIP9F1MSv+VY8xqu14SQyTG0uxaFUtFp9dhwUralFTnyDHJ5+qkCvviamaT1wq7sx8SiCooBW4jRkbcV9zP5qeakXz+la0vtCOvpYBcgoz3uk8y2wuKzm+6XuLHefSEfFwZzAOPKannluPc65ZjMmLa8iJzIFwLsIcfowD4BOTW9Gc5QD4xIfKAO3B3b345S178NKzR33mG8TZDrcm2nmEdVEa0T4cEGHfpmhCXgzATp1VgTPXTMaS1XWYf2YtKiqDMgYBMzrxfrkzi1MCbEWwPbiBvtYBHHmuDYcfP4Lmp1vQ3zzAnRMyHMRYW/s2mphZ6mdl0cP80626w+KlTTHd8QgWvnEmVv6fRSifUuoA+ASnlAPgExRcsZzmAPjERsosMj2dSdx720E89JuDGBo0LigCuFl2vCCJBGNpSAss9l27opFpEaX/l0WPLHgZD9V1Cay4uAFnr23AnCU1qKgK1Mwn1gt31oSXgNHSpDLkUd26sR177zlAQJzqTyMaj3IoWig9m6TADAeHBRnNspKAkGOXHBs4wLETWKK2BGd9cDEWvHYGooko5412r1FJwAHwqMRVfAc7AB79mFGmq5SHDY+14Vff2YW2wwOIcC27kTVtVPFHiIcPzurCMoLSz78OL44GiOcsqcYr3jgLS8+fjOraBNcPpuQWo2+/O+P0koAyYxPqZFTT+x84hJ2/2IOeAz2IJi4CQbEAACAASURBVGK6P5SyznYoksjJVF6KmA1m2I+fHOEpjpvPYRwPYNiovOuW1WLNp1eiblGVM4ecwLRzAHwCQiumUxwAj360jA229eAAfvGtnXjhsVY/BjO4UhC4wRmgFHwlfZL5qEBMReCZ8doVhIJreTjrskZc8Y65mL6gCvESWfAc8I5+4E7zMzj9ZQTJ/hTaNnXghW9uRutzrRwyFHLAjkgRCCv2l2THqbA45t32oLZBO3BgMLHFhn0vett8nPORJYiVOBY82inoAHi0Eiuy4x0Aj27AjMrOlBN89LdN+NU3dlKyC0XTwGpmhQ0xUUU0iPfh1AeWmppMZ9YXlGpQ0hhe/vZ5uPI981BRFfOzSY2uxe5oJ4GwBNRxq799EM//2yYcuGcfxRCbTFjhPB7ZYUistQlyRI+8C2S1tIbJmZzRMVz67+dh2vmTOcuYU0XnPCUdAOcsquI80AHwKMfNA5oP9ON7n3kR+7Z2EyPl3MFagchelDhxBoGrOsjYi4+W3pMmkF+quVwmQ1mnrv7gYqz707mio3Y5dkc5Uu7wl5GAAmF6IION33gRO3++02Qo5dSlPnryBdgVQcKJyMtffR1YG5MewfDiJ/uIRJAaSGPqhQ24/D8uIBbsPKJzn5oOgHOXVVEe6QA492Fj228G9/54H+68ZSdnk7KZrF5KKqn7UCwLFqmifQ2d7a1qAJqLCJhUglW1Jbj6/UtxwetnBgugUznnPlDuyJwkoClOk91JbP2fHdj5052Ui5pVNJZa2Zp7agempDLqSk2YbYDVPAyaflV2k/InOeRhzefOxoLXzeJHwM3nnMbIAXBOYiregxwA5zh2QmKb9/Xh29duQNvBPgoJUvzl8KKw6tmOtAyrp7VAut5bnLQywKTGMrzmrxfh3NfMoEIGLo43x/Fxh52YBGjaehg8OoQdP9uN3b/YhaGuIf9atJcMu+2zmkbDzS02HEbVYLdpVNtm41p3Zi2possnlzJ4OxA+7pg5AD6uiIr7AAfAuY0fhWsAuOOW3bjvB7sl4YXvSUW/+Z7OoUvaRewlSYcm3JDj2HvUQ+3UclzxngU477UzUFLKVYXcIpXb+LijTkICMo37Wwew49ad2PPrPTCsmDBSNp46t4MCDlZiLfHUF+rsF37gqADj0OXXv8RZH1+BRW+dwx78wzNdnkQnJuapDoAn5rj6vXIAfPwB1hwELQf78M2PPo/WA31k+2VnljDrtbXMYRzOAmtbd01q5wTWvmM+LnzjbJRXl7jwouMPiztirCXgAb2H+rD1+9tw4K59VJkp7JRlq45Demkrn5s2iotCBFTaxCN7aFjTgAs+ew4qppbxT44Fv+woOgAe60leYNdzAHz8AWGc9fDArfvw669tRWlZlMu++UXbh68l7OlsgTMVY+B0k1nRlCgpjeGC18/G5X++ADUNpa6g+fGH5PQ+Ijsf9Fipc2Wed+3uwUtf34Tmx5sYH2WfGY45l+KZMsV9z2cZGUmqahVrYBYcK4/h7OtXYc5rZrA3tANgB8BZEjitpoQD4JdfyznmEehqH8Q3P/wcDu3oIucrU6ONCs9nlRikqxHwhsGXN/uyLJHHdJCnefGaBlz1waVonFfl1M6nN7S+bO/VDOKH8dhOBjTlZJN3EmE+tGnMAK0b2rDhn55F775uLrNFJhh5GCxaGyTeMIQ3yEdtDgkC9Hj2s0klghlXzMA5N6zkusGn1Wo7+sntGPDoZVZUZzgAPs5wySK3/v4m/OgzL1DSDS0TOOxMAVbyEBVw9gFaijNkrzf10ytw9UfOhAFhKnjvFqSien7y0tjA048w0BRbSPUlSUVsnI9jiRji5XFKLUmOyVR04cTZpQF6c409t+/Dpi+u5y761pZQwUyYZBsMtWx8sYIC9DTfNMzb1QgqZlbhnE+uwtTzJjsAPs4EcgCclyds/G7iAPj4sjdJMf7rpo148eEjnPUqWFronSbRoOXFqJoNQlPyDVmSslclE6xBVYo8XPaeRbjyr87wSwcevzXuiNNKArIBTA+k0bG5He3PtaBrewcGDvdhqCdJ8yYxqZRArWZJHaacOxXVC6oZjG2GPFqhSaWvZ256Agfv2od4RQmzYCtEKSO7xZA7gybhCKoRh58WU6ihNIaF716EM//vEpeUwwHwMAmcVhzEAfCxnwBN3bd3Syd+8KkXcPRwP4cGyZLCcZSSgMOQhCgzAc16lZ1akpMTCEin0pi9rBbv+ufzUNtYwZc8rWbeaBHhNDteVMqpwTTanm7Gvl/uQNuzRzDQ1EeaEipuIACYSTMrNmX/ymdUYfIFjVj0nmWoXlTDGa5ono5ucuk53bu68ej7/oDU0SG6fuDXoEUYwtcNuyTaflisftYsXFMunIqzrl2FqtkVzuzyMlPbMeAJ/tw7AH45ABbnqx/twX0/2IlMknM88yJkFjXFzbBj1TDg9cOOOCuWYS3mEm++fhXOe/0ck9xv1AvkBJ+Wp3f3jLo37aFnbyf2/HwbDt21G8mjg8RqTVpHAjnKyaxWVhPSwyrgzFCazi2pL8f8dy7BnLcuROnkMp6rowVhSRu59Tubse0bGxE1OaONelrUzfYgafKsoDJSoJJmy7S5PVUQIWZeOrUMKz6yAjOunO4A2AFwSAKj2yoW+VLhAHjkAVQH5t7OIfzyy5ux8cEmUj8zKxYA9uvDqHNVAMj2Vf10lCZfUDSK5GAaZ6xpwDs+dy4qaozXs2O/Rf4YjV3zjeo346FzUyu2fXsjWp84yHAX4xyRxumJFyiehbTZ06QYBHL8IWPswIhg2qvnYeFfL0fNwhqOux0FCNNc9yLoPdiLpz/2KLq3dXD1pKxX4OzPrFjbJ1hL0Ui+Gds0wjP5oaNY+J5FWPQXi1BSEXfan2PMIMeAx+7RKsgrOQB+GQD2POx8vgO//PKLaNnfh4gpyWZWE/rPvNdzZd8vn6MScuTnh5ZF0qir1ZH0zZ9cjbNfM4s/u4QEBfls5LtRqt7t3NyBzV9+Gh3rmxAxuZMteypvABWAFe4s5ycfkAUIIxFMWTcLi9+/ilTSo81ApQ5ZO76/Fdu/s2lEkegtNfSI43+tbFlylt/yiFGLAw0XTcWKj65AlfH+PwnP7XyPUz7v5wA4n9Ieh3s5AD42AGfSGTxx+wHc/e2tGBpIsdpZ4x79MuTKev39PjlfsVqZv/PPiYLU2LPOrMN7v/YKlFe6nf84TPnCvaUHDLT0Y+M/PI7WP3KFIq4LyIAbehHttL5j9wL+zt8Ysld9JBHDjDcswMK/Wo7yqRWjZ5sZoHN7J569/jH07e1iNq73sIDTLtJAKnK7ydIHbmIEXhqonFONldetouQcJ+O1XbgDevItcwB88jIs6Cs4AB5heCT9Xl/XEIHv+rsPcHlAWfQ4hjc4j+y6Vi6gQAVnvudC5uwhzQB81cfPxoV/ukDqqhb09HCNy5cESPWcwc5vPI8d39uIiCn0Qfs3BmCfXdpKXgE5H3uttvo1e+lkD4nJ5Vj4/lWYdfUCBvbRGNo8INk9hG3f2oS9t24nJzBSgfs+EIr9wsQFnP0krHRg4J7F50UQK49j8QeWY+6b5yFmUq86FjxstjkAztcDOE73cQB8LAD2cGRPL375pRew94V28NrArCMAYGW3utSoswkvMIGfKP9u1HmTppXhvV9bi/qZlScXJjJO88Xd9hRIQIyo7RtbsPETD2KopQ8wIJcdviZfsUZFEluQU2CAhOrwpHoZ2vyRwxZQd+E0LP3YalQtnDQ6sKNiXR6aHz6ETZ97hhzCfFPyMJsyt4W8JBTkVSUtolOibjajs9+yAEuvWY6yuoSJzTsFwi3uSzoALu7xO27rHQAfQ0QesOWJFtz+7y+g/VCfyXdACwSzYGXDFgs24UgSZqTfGgCOShGHaNTDUF8KF/zZIvzJ35/FO/5ROMQcdyDdAcUrAZPBygO2fvVp7P3BC4gm4uTJbGLFszF4RHX0yHtIOTfKp2SARG0ZzvjIakx/7VxErDCmnATnGa/sHrz0xWfR+uhhxEpjWRuEDBdd8FE3rH/OTsBqGmUAePK5U7HipnModnlUrDynRhf/QQ6Ai38MX7YHDoBHXr3SaQ+P/3oP7vveNiT7hpjBGgz2bW+BUjBijL5ikVMnGcrFQXpAZcUm/CiKN910HpZfOYuOZ1Wee53WEhCE7T3QjU03PYLuF5qBuHjbC3O1tnnCfG1YzrK1HlOYUbK7znjTIpxxzVlI1JeKZ3Vu0jcMONWTxM4fbMaeH25hoKXMlBwOxRmxbP6tczuY46p6JvuwaIRKp5Tj7M+dj8nnT3HhSCMMhQPg3OZn0R7lAHj40BncHOxL4t5btuKJX+1hRxbNs6tRkDa4mkvQmmiBslzWALYBaJNQYfqSOrz1cxdhypwq/tXhb9E+N2PWcNGQtDx2EJuufxDeYAqeqfln5ltWQDl74BsHqCxeLPNI6oOMrFmJmhjhDGpXN+LMmy9C1fyakKfycfsjaugjDx/E5i+tl4QgMfFj4PYQy6XENAET5sdCVeR6nPGC5kxwps0rP30uZr5ujp9K87htOY0OcAA8wQfbAfDIANx+sBd3f+NFvPRIE2J+knmz5edkHPaLXFJ8AJY0BeotTappD6mhNM567Ty85iNno6y6BFGK63Sv014CMm8O/HIbtn3+UTJzGPWzHcYT2qtl2VNt+SnOBRWorV8lR3TF3ElYdvNFqDtn6ugYp1ZK2tqBzV9cj87n2ygzlhaAMEmpvajHEQDmecn2graA2PaO9lIe5r53Kc74m6UoqXTFGYatLaehneq04iUOgEcG4P2b2nHnv7+AQ1s6rPzPPtJycgSfiNhe0GYRMnY3Uy5Jru15iJXEcPnfrsC5b1qAeCLGi5d7OQkIsO35r43Y/c31PGcyUtzgZQLEI15UFL5qHMlimWYOSjw6AbL5OW28oSuw9FMXouHSmTwHR+GHYNTQg60D2PntTTh8xy7aKARc3JrP4uXMntJhdTkPuCQRMV01NYLXzsTKm1dTxi6nFcra3DsAnthrhAPgkQF4y6NNuONfn0d36wA0g54eyeCrC4vtXsKZgyhXUCTjB4xkUhlUTy7DGz59Aead18j5pEex8E3sGTiK3o3gFZzz2Sdzbs43OYEDqehBBru+8zz2f+953tX5GSazwJWAlL8jH3vK8RxopAPmy2DIa7c4R5nj0x5ik0qx9JMXYeoVs7kAyCg8j839MkkP+3+6Dbu/vRHp/hRoMkuYkarAeXdK/yfhSuK4yK6MDMrC5A0Drpw/Cef+5yWomFHpADhrCjkV9Ak8U8V0igPg4aNlHLCev2cf7vr3jZSAw3ij6lZfQ4sk0EL287SsWEk65DOtQx68VAbTl9TjdZ+8AFNHGwJSTJNpLNuqRec15FrtnNY9bHIQmODV6c1iZGK/tzdQjAQSCUZG/rFs/CiuZTHgPd98xmeqgqDZy7H/2W+utZELCiVwogwyGQcHco7oyRVY8umLTogBs7w8NN+3H9v/bT0Gm/sYgH1Nj+0YreA7TOqCy3ySYcDGO3v1Ny5F7bK68RuHUQxZPg91AJxPaY/DvRwAh4VuFrHBvhQev20nHv7hNqSSaRiFsgaEBHmg1eEq8ICRJcVPN6nJNyJpD0uvmIPLrzkLNY0Vo2Id4zAlxvWWWi2HtZjKADm3cbo/Sf9SfSmke4eQkn+ZwRTSQ2kgxUyLTi2JIlYaR7Q0jnhlAvGqBP2NlcURqyhBrLwkBE5+Mft8g7Ew84O/3ILtX3iUk25QP8JakmwurINEXNhHWdlR2NtCTZ1qwn5SGZTPrcXSz1yC2tWjtAH7GxYPRze0Ytu/PoPul9pC8ch0iLZFDL0hVu6Pp3EwC3ZU0bISrPjsBWi8cga3fBSsfFwnax5u7gA4D0Iez1s4AM4C4IyHno5B/OG/tuDZO/ZI8QW1WnFYEZf7FTVftiraOGlJeAZxAKqZ7mHNu8/EmncvRWlVwmmfsyc8p20KvpW42P7DPeg7eBQDTT0YONyNwaZuDBzpwVBbHwGx0Sx46QwliTB/QwnKooacRcl+HzFVhOIxxCoTZAMtnVaFsmk19Ld8ejXKZ9WgdMoInunZ7ToFD6ppu+l626MH8dKNv0e6LykVh9h7mMUSbESOTRFlPmraLAmNoyQd5l8USA+mUHvedCy5+RJS+xJwj5b5ex76D/dh2788hbY/HsxKyBqwXQVYcsbybyL9oPhmv0YShect/NAKzP/zxTQPnH9EMNEcAJ+Ch66QLukAODwahmkdberDPf+xEVsfOSQOWKrWZBMdrVlWKAivYWYhNWknA+cs8j8xDljxKK786GqcZdIAmkLp7sXes1SIIkCA9FAGXdta0LH+EHq3t6LvYBcGmjqR7OjnYvDDgFvkLnnHmIFZY+QzQd40kW+xxaoNMCemVKJ8eg3KZ9eicukU1K2eifI5tZyuUV5exsS5js5hKdch1prTfQe7sfmGP6Br42EuOWiAWb0ICMSynZlk1mUDKPWfgdsPARKbrJnb09+yBPM/eA4SdaOLA7b7kx5IY+sXn0Lz7TulNKclK/9AtQFrFBJ7RvNWljdc+tcw89nvPANLP3oORVmZcXEvloAD4Ak+ExwAZwNwBq17e3D7v6zH/hfaECthZxfJJ2Q5X2UkBjJQTxumq6zXT8DheaisK8Wrrz0fZ6ybPXrGMdHmH9W6zfiLrGFlPbuP4sgje9D6yG4MHDiKZNcgvIEkqZEj8RgnLCEPH3ZyU/e2qHknqk6OKWW9BI+IVp6yEEp2R/SNAX6DUCljo/dgQDZaXoKSSWWoXDgZky9fiPoL56B8VrWfsILabds8x2hsDNia184vP479P9iAeDlnwhq+4dC+KJCxQxOnRuV0k7zB4IxtqqXJGDxLe4jXlmH+x9dg2mtMPugT31CY52H3t1/Avh++CKP+V+5t6YmspgdATDScUYX+aB1sY1KY9to5WPmFi4j9OgAOxOcAeIweskK9jAPgLADOZNC0vQu/+sencGTXUQ4ZkogiyvgT8CLxRjXLjoFnq06wbcLLpDFl3iS86hPnY/bqxkKdBnlpF6tbI8ik0hjs6EfbY/vQ/IedaH9mP9LdgxQbbSrtGLWx2n8586cVW53F+IjZ+sAjjnCipsjKYzFiH0kpatTU5ldSZbMXsvFMLplShfpXzEPDZfNRe8FsxCtKqH0KHGMlNGXBXS+1YtM1dyJlGH80zvkj/VIeljdaVij6yJEqNvCxabzmwplY+IkLUDm/9qSrDx28bQd2/+ezSHYPZonBYsMKtPQ82JsH9ePmjVC6L4XaC6fh3G+uo40B1z52L8eAT4M54AA4GGTVKu97oRW/+dzT6DjQg7hRh/nqZqOKFHTNcI0jsgkL+PrqabkkaVdTacw4awqu/Nj5aFxSfxrMqHAXFVzM31T3IPqae3H47i1oe3wvera1kB3XOEaF0mj74TUBi9OrDovgUr8rNWdaxHEkE24YlCXhhc3XKHZWwnMyHjK9SUTKS1C9ajomr1tA/0obKxEv16QRJ2BHHWkWSGN3fvVJHPyvZ8lmDY8BWON4CWg1gieIgpMSIbaKXW8QMM2SugrMveY8THvDojHJOHXkgf3Y8S9PYqilP9iS6kbG6h9nx7IrMzBT55cx1EdgVNo1K+qx+juXIzEpIR057R6VkTeILg54Yk8EB8A2ABtVJLDjyWbc+cX16G7pQ0zVn2TjlQXbqkZIy6MARqhWsFFbm/R/qTQWXDwdl3/0fNTNqjl9VNASF2QYZbJrAD27OtB0/3a0PLwbg83dpIamhP6Uld+uJsUytssQZDNZVa2KMT7wfB5Baxu+lipL5cDhBWtpMrDJVI4hVbWHzEAKkbISlM+bjClXLET9pfNQPqcOscoSVkvbJO9ElgyR1+DRQWy97vfoemI/oiYntKjSfYvwCPHjwzJThoo4RBBNRNFw9WLM/dtzUNpwAvWAs/vjAUefO4ItNz+KgYM9oV9DIiWVs6qDJAbYHK3il42OSZFZPn8Szv7PdaicXcX2b+cJzVPKAfCJPE3Fc44DYAuADeNJe3jpDwdwz1efw0CnUYsGOk8CBbIzsk6aknEIGPuOWFKwwSzgRFhSaSx91Tys/fvzUDml/PSogCTxoqmeIXS+2Ey23RZj3z3UxVV+jG3XCExsnyQ7wt0AQcNZxsKMLnCoClbzsIIzTKJ8m7DNdO1HNATcto5bnO8sRkx24EQc5QvrMXndQtRePA+VSxoI5E56rZRCH12bW7HrC39E7wtNvBWRDgcpXyIcmx5gGb/P8tMip6d4FHVr52LuB8+lMoQ8cU9ifZKNQu/OTrx07UPo29vp25/tKGBNtBHYe9U+zffmR4dDqLxkGolplVj5tXWYtKzOAbA9T096Up3EWI/TqSczPcepySd+WwfAYQBOJTPYcNdu/P4bG5E0rIecW1gVapx+gpzPNukJ7L/M6fgzkae0hxVXn4FLrlmNshoTgjSBp5dq51MZdO9sxZEHd6H1wZ3o3d1OGxFmNeogpEw3DCOqFLYBWJiAP1C2HZ4LFOg1fGrF7CEIFgs/IHS8PQ7D83srugXAbjktGQ9u47RVlkDF0qmY/KrFqF87H+UzDcDJ60SHWYoedD7XhIPfexZdTx+EZ2KcaSMooOtX5GKHJt0mSKfJdEwsMhHH5CvnY/b/OQuVi+uZ1Z/s/JPN1eDhXmz6+EPo29rOscvab0uUfrtG2CyInoHFnMkgVl2KlV9Zi/rzpzoAdgB84oBWbGc6AA5GzLBfUzThmV/twEPf3YR0km2+FNahdYBlYVUgVh5C4MxWLWJyUan2YpjKqrcuxZr3rULCqCtPdgEs0Ammm5RU3xCa7t2Gw3dtQc+WZopr1ayEPk6GokfJQKjQMqx3rLgMo1moSi5hSlilbB89Mg6OwHJHqL17bAyVX8T+HK0uRfU5MzD1DctRd8k8xBLGgWpYs3MfOQNyqQx6d7TjyO1b0X7fTgw19/IljU+CeHDrZkVjbikeOmUCz6NITK/C1DctQ+NVC1E+21Q+Oon22C0XAB5qHcDmGx9G1/pmYenBQdkqcSbdui1lG3uoQaYjiRhWfPEVaLhspgNgB8C5PyvFfqQD4DAAJwdTePwnW/HH77/EZQjFxkueuFLzVOv82jZfDkEy4UqsauMwECCWiGL1O5fj3Hcvp/CSiQrAhgL17GzFnh89h7Y/7kSqc8BfYzVvtgJwsARLogk1EzIf8gfEVrKGQVV/Yc2Eib/WF5fCO95TyaXwWGeb5XEb2mAJamnMahg2GNPMJDGmiwiQaKhG/WuXYvpbV6Js1qSTcyYSJpw8OoCu55vQdt8u9DzfhMFDXcj0JxGJxUSbHCEGaboSrSlF2cwa1FwwEw1XLULlGfWImwpDJ6t2zgJg07Gho4PY9g+P4ejD+/1KnLwRUJauJwkPjpgnhF/i0x5c1XjGZ4Bl/3wxpl811wGwA+DjPcAT53cHwBYApzJIDqTxyA9ewuP/sxmxODvgRMhJyHjGMuUhzka2XwZcBV9iwGT4DTyjE2VxnPsXq3DW25eR09GEAmAlnp6Hpvu2Y/ctT6B/T3vgFMWSCviO5D0mkIzK977XTnCcLtM+qCpAi/ZAfeH8tJPHQ1xJzqHw7vMvwl9uIyNDAPMjveMsHwLKEnsbQnvzczyKqrNnYcZfrUHteTNlE3Ki+mjJV51KI9U9RPbW3hePoH/XUQy19FL4jmlPrKYUpdMqyS5ds6oRiamVKKlJjC3whkDYQ7IniR1feAJtd++kGsV2HmoWI4Mxfx/Y0gObsIK1cbiK0nO37HMXYsabF3GcuAtF0g3eSUye4sSp06rDDoDDADzUn8KDt2zCUz/djERZDF46sFaR85W8jMqZlxmPqh8pj7KPMcyvvLIE5/31OVj+liWIkfPRBJle4oyT7BnCnh8+hwO3rke6b4g8d7WcnubN9rFK+Y/EHKnaOuRwNYJ8RpKY/53tkX5M5huAbHB5SVwhKRvDYH+8MZL0jmQW1lAhwdooFxgom16HGe9bg8mvXcLe3ifj1UtZw0ThbNTM8s94D5sXObXFOXTK/DOe/Kc0naPnId2Xxu6vPI3mX2+lfQknEwnk5pG2KJsN634krNswYDvUOYSl/3ARZr1zsQNgx4CLc+dwIq12ABxILZ3KYKgvhQe+uQHrb9uKsooSCcU0zleBnVKz28oeXxiweEfLsmPWdXNO2aQELvjb1Vh69RkU2zkh8NcAgMkJfLALu255As33bGbWb7IYmdzM5r1mmhLxhpZcSWzFxSqiXLydVPzmKONBpO/DM5rkbfJkCGJnYWfYUqw5KZX2+nBggStpq8XGL5mZaFM1bJCGA7Jy+5HGkxz30hlEK0ox7d3nofFtqyjDVqhy0Ak8rATC6jluM0SDfWZMTNspickJXHw0p3icV3r319aj6WfGVBPlTYEfkcwyzGj5Qdk8aLPsRCakW4pFMNg2iCU3X4g5f3mmA2AHwKOZjcV9rAPgMAMe6E3i/q8/h+d/tR1lVSW+Cs2AaYxCQjLsYKXJNzQ+2ANiwsDUAcsASXltGdZccy4W/8kiyfBU3PPFrLGZZBpdm49gz/eeRPvju8TXWJZf8cDJxgBWGwdhW5LDRGBREzVrDT2zdGvyz+HyUjDXS4oqQlV2GtMkJ0oKSzEN+A5C9JmvRJslAWMqBmAxaSl1G2ifGaHpHGJ+fhhaVo+FFRp2V//GlZjx3vNQZryk2bHg5F/ZbH8srplrq2gOZLD3W8/h8A830vibzGEszCDeN9vZiuXKqURp7Mi2zgCc7BjEgk+ch/nvX+UA2AFwrjOx+I9zAGwBcNrDQNcQ7v3Kemz67U4kquKALCxmfYtZABIAsKioTeINUcuSidMsMBkPFZMrcOGHz8eiV84/seozhTTFzMKbSqP96QPY890n0Pn8Aao45Fc6oPVVQrU0RzO1X22AWUuyZnWylJeKjX+GaQAAIABJREFUI8fCE/5+pLAh/kWVzaydsD8ZsFT3nzALllyWYq+W38IZJagHfloJO15ZnL4UUELDJQ5a5rfaK87AzPdfgopFk0/OOasQ5oOZB2kPB27ZgEO3PMs2YGLm7F7nO1vZTll+u+3qSPyl2aQYAJ77d+dg4YfPcU5YDoALYZbnpw0OgAM5m0Wk7+ggfvelp/DS/XtQWmGS4hs2JozXL0XI6mVa5A1jMso2Wn84W5ZZn4kHeEBlYwUu/uiFmL9urqw2+RnXMb+L8fTNeGj7427s+n+PoWdzcyhJSRhkwywy+C3cKhtkrTxJIzY9gFcF9LDNMRu4hwF4qHqV5fksYOp5vJEI4GMkb+rR0cyQKjvtofKCeZj1969A9ZmNsmsb3fXGfExP9IKisDj4/Y3Y//VnCICDLCAKwsGIkKbAAuBhD0IsglTnEGb+9Uosvv58Te59oq2bUOe5TFgTajiHd8YBcFgmPW39uPvzT2D7Q/uRKI9JmkRlTloL2PfxlNhfWbgJeIXlEfnyUD2tCpd8/CLMuWRO8QKwxH62PLgDO7/xR/Tvag3SL9qcJ5QVzMr5YFXmUZYaOGbZyY05exi91PN5FM8fs97hLxsIA1tz1nGqa2ZOFiT3sFW9dHHh1uLcO7xMYNB4v2a0cYwyX6czqDh7Fmb93VpUr54hucRH0cFCOVRkcvAnL2LfV57k7aldvckH3CBJCGufs7ZJopI2SUZSXUOY/u4zseTmNVJTslA6O77tcAA8vvI/5Xd3AGwt+BGgu6Ufd33ucex67AB5QRsvLB9UxeuZMyyxypkLMBjQNUk7LGA2a006g+oZNbjkukswc83M4vSAFqLZ8tAu7Pj3P6B/bzupDP3EJD4RVRV8AIKKaVqkQhXCOqm5jB6DGqf5HA6gw0E1fBDbEfmlvDabbdEtjCdxDsZXjVk+pqHWB2FJRRraL2TtHkL3U9U2ULl6NmZ96FJUnz2jODdlUjji8M+3YO8XHyNRGQD26/36u6CwSjooR6g7JeN8x57bBoCn/tkSLP2ni/k5CSs4Tvk6WKg3cABcqCMzRu1yABwG4K7mPtz52Uex75lDSJQy0Pj7dsNwbTW0OPAYmySpnsXPKKqJIQwAz56EV9xwKaafO734GI+x60UiaHt8N7b96wPo39fOjmSUClvtusr4guQj+htHTwvGiHxG8h3yTaryJpvFqvqZIltotc+QaQCpDCehMO2kzZBW3pG2mROjpsShcfSJcWypemeLN3EYAYXWhp4tm7WF6TBjsSIF/8ZOWaFcXdbVpMpSJIqq8+YQCFcumyq7hyJSR4tXc9P/bseef3yIVdDCgE0yDt7wcH9MHmt2VsvaSsluleQVjSLVnULDGxZg2RfXBh70RSSSMVqOh13GAfCpkmyBXNcBcBiAOw724LeffQSHNjSjxMRvCgAT26V0k2zfNMDMWa940Zblhh21MiYPNKvlJs2dhEtuvBSNZ00rLicscSjr3NSE7Z+/Fz1bmwW81PZtcURfXcyATRVzrY0LFbCwF1MpsycrtQ/S6uikjwbn4Ra2lMlQ8XeY9KDlCSQmVyFeV454dRlXJCotQaQkTot5xgBzMgkMpJDqHUK6sw+pjj6k2vsAU0A+EUc0wbG5tscz3/flqZdqTY2Xtu8FTYk+BPwlc1qwPQm2I5y32cwb3hBMWncGZlxzKUrnTiquzZkMSstdO7Hz5gc55CidFtU9yzSc7Ypjpe1tm6SzYbV0LIp0TxL1r5yPZf+2jrLHOQasG9cJEbg4KrQ7rfZdDoBl2ZVQlPZ9Xbjrs4+g6cUWlJhFOpMWZss7e5/lmkxOon4mBiyARepqBZxMBrXzanHxTWsxdWWj5EQuguklfek/1IWtn78XRx/fzcxX0VDYLBNAViyzCl4zH6lq3kpBpfSQVI7KNMOy8B3b5F4mr7EJbzGyjTdUo3LlTFStmIHy+ZNROm0S4lOqEZ9UyvVtfdS2sllKyFSyox+pli4MHupE/85W9L5wCH2bDiHT3c/pRQ0Wx+PiQm02D1nGZEXdrGUkHC98LKZsNyzAFTo6HkX9n63G9PddKHHCRTA3qHgCw2fLfXuw66YHWCmRIvWQpO5SBhywXqroRK+gj5Q93fwXjSLdn0bt2tk486uXUX1oB8AOgEeF2sV6sANgC4ABtO3pxF2feQQtW1oQLzE7cV5UorIqGxV0zA+D4e/ZZsWOWAZbuFRchtRydQvrcfGn1mHysgZebIphQ+sBya5+7PrmH9H86w2S/EGYvt9fZovD1MUC3kYzoI7HKp+A2YZL55GmmHI6s303M5AESuKUW7ny7Nmof9WZqFo+HYkplcxcs1+WGtoGYqrTm5WBinJZDCQxdKQHPev3of3eFzGwpQmpjn5qVKwkzu22UyhaY8Z94jJ6bFdm5yKBHoEY/hSwYMsq7UnaRpoiHiKVZZj+d5diyptWIlZWckzTcyGtLwrA7Q/tw45rf099NWFJwfgGGzE7vacWjdBOqu6INNj9KdRePAtnfv2ViFU4ALZkWRy7sjGcoKdVhx0AhwG4ZWcH7rr5YbTvbEcszskgFHypypGGHGnxBcvz18+Q5QkbTHmoWzyZAXjJlOIAYM9Dqj+Jw7/ZiH3ffRypzj6f+YukfGViQBRZG2Ann1Kyow5Y2aQy4KzWwm1kXZFA+fIZmHTRQtRdsQQVc+pCj7bGm7KlNXDmGdG/SjYD4t/FGwayPYYf8Z4tR9Bx/2b0PLkbQztbkBlMct1nBVifu8l5/ulZdk2/pbZkhq9MpK7WRBSpNBJz6jDz+leh5sK5zOYLfJPmA/Aj+7H94/eznCwADodQBzFIwfcWMzbiiUaQGUyj8pxpWPHNV6GkOuEYsM65otixjyH6HiOSYWzvUEBXcwAcALB517K9HXd/+mF07D6KWAkvwuR4pbHAZL+UcCPfIZdr/6pnMGfC4jqn9UsbcNGN61C/eHLhA7Dnkf2048m92PX1P6B/R4tE5IThM9hoiOMR11bIegVfaKapEae90RhEI4jVlqPyrNmou3wJJr1iIRK15QEQKZCOJTD56nQZ/3QGA4e60PXIdnQ+uA0DppRiz4DvY6UZr7IlEYCl2jntXgpSS9xssF+wNwARqpVcdeECzLrhlSibZ+r22iE7BbRYSFMUgDsePYBtn7iP7PJG26Pey76/lXioS/6acN0K+Y10KJEI0kMpVK6ahhXfejVKJhkAHoPaxYUnulG3yDlhjVpkxXWCA2AFYF5aj2xtw92fegid+zsJgKNGTUgAowpFKcIg4BtUQgrCaFjryc5YDcsbseaGdahdVF/wAGxYTP/+Duz+z4fQ9sCWkLo8sHBKasesaW77/WoSEg38GaZS0vqwnod4dTkqV81C/auXoWbNfFIzG9Uxx+vmCYio2AHjvUmxOHjoKLoe3oHO329B/5YmeIYRm/J/djIPzZ5pUe9sO6evrlZ1gLnPMcwQ5tgpf34+ZnzgFYiVl5xc8YZTvAQpAHc+eRDbP34fMn1GY2CeD+OYNoICUUkw7VGs3yUVJTmnDaVRuXwKzvzOa1BSW+YA2DHgUzyLC+TyDoDDANy8uRV3f+pB9B7qokxP6hikmZrssCS2/2r4kQC0hikZu2Amg4ZVjbjg+nWYtKDAAdionnuHcPCn63Hgvx6DZ+ywZMpkZCIs9AEosG7qNA5+GzmW1z9OtY8eULZwKupfvRx1Vy5B+Zx6ruCjFHMs2W6uz5oFsAaI+7c2o+OeF3H0vs1INnVRqUGfxdrXHMb++aiALTPojHiYqqKNpqWqFLM++VrUv2YZX71AjWEKwF3PHMb2T9yLTNeg1Iiw1fsjA7HZgahCQ20IntmxDqVRtngyln/3T5CodwAcPC/j8SDk+sCcmuMKdNqfms46ALYBGGh6sRX3fOpB9DV3IybeuGGVqxcUXdDEHH4oEjvmkAra6F0zGUw5ezouuG4dJs2vK1gGTFV2PODo+v3Y/o+/xeABifcNpW8M1Klags/0U7NncHhN9kt+10xYopY3bLL2ssWY+tZzyavZhBIVHNgIWiY7etH9zD603vo0ep/dyw52Iceu8HKhBQfC6TetjFC+PlYRVm5k8imnMihf0oh5X3krSmdNKlgQ9hnw+ibs/MS9SHcZBzZjcpFs2WJnz3bRIy959Vaz03nHIvCSGZTMq8eK//4TlE4pdwzYMeBTA3iFdlUHwFkA/EILfvepB9F/pEcLuwgLZi9ndSoKxwAzgJEnr3hDK3tsWD0D51+3FpPmFigAC8im+pLY9pk70Hb/ZkQp05XMVNXNqkpYtYg+nWNdPPVbPIMZWpTpCFs2oJVMIVJRhsZ3X4iGN5+N0sYaTrpwMrVyT/EDRU5fGQ8Du1tx5CdPo/POjfCSKRjWxnOBAdjgiV+/KdiXMPO1KZ+o1f0kJf4mh8HJqGKnvPsCzPjEKxE1Dt8FSIB8BvxcE3Zcex8yHf3s882VJCWmWfqTvS1TANZxM502qTrTGZTMrsWK71+F0oYKB8AOgE/xk10gl3cAnAXAG1tw7ycfQH9rDyX4YdUrKxT1vXkTI0VakAOaCjCQ+lkZDb+feu5snHftWtTMrS1IBmwcxYzNtenOTdj52TuItfupAIXhG9smycA231nsmAA3lEs5PLmJ+STTSEytwoy/fyUmX7kU0YqSET2SC+SxCDeDNAQehlp60fbL59D2kyc5hlhs1Za6UJfNQH+sWnVL/6yZFu0QHTpRQq2NJ/icf30Lai6ax4BWYBsUH4A3GAZ8PzJtvfx0+F7jbGcgzYrkwWbcHcFrnI3ixP5LZtdgxQ9ej9KpDoCtOXVaaWRVL1SQ68CpaJQD4CwA3tCMe296AAMdvVLpiMHHz4hF6wWDawDOUg1Jl18CK0ozgMYLZmP1J9aienZt/pyKcpwoWpgg1TmADX/9I/RvbUKsNMapHe2Se37CEVsrGiQmUTsxLbhaZSEIAgYGkyidPRlzbroKtRctMHUdrWIOOTa2AA4zckn3DKL9jg1o+X8PI93RR1mcSBIUhsWOY+woL7HCfnEO464nZnU/DaYWfQjWWAO2maE0qq9Yijn/fDVilQlb6AUgBUnEEQF6XjiC3dfei8HmHs7ELU5mTPsFbOk7lgWlpTRVp+yXD8BplM6qxvIfvAGJRgfADoALYqqf+kY4AA4D8OHnm3HfTb/HQEefWVs5HpRSULKKVVNSMusz/xhobTcbDrvhPf/0C2fjnI+vRdWsSQUHwOoVtP9/nsSuf74LJdWlzIBt9bJm/7KmIqffZNBhP62A3rEqOkiahXQaZfMaMPv6qzBpzfyCVzkf94kzoVoDKbT95nkc+c6DSB81cdJahUPdfW09qwWuwgJlaoCSdlqy8+NkTf7qRBwzP3MV6l5zZsECcO+mFuy+7l4MHuqSiSDMV/FXwFY3ehkShcrDVqcwA05Mr8byH16N0mmVTgWtm3kXB3zcR7KoD3AAnAXAzzbh3hvvQ7JrQDJaBTVi436+I62ExODLcMQgxADN6Gz+TrtoDs75WOEC8MDhLmx63w8xeJirHBHT95EgUBoS6BLBlYxVUqIwmPzafzWAspWzbO4UTP/QFahduxiReKzg1KmjfnhFG5LuT6Lt58+g9QePIX20178MV2cKFK4UlmMVaAhBs+r0Ra7WReht5SsWYfZnX4d4fUVBOamRCtowYAHgpA/A8iz5BpsstbP0VwL5AtGb79MZxCZXYsVP3oiy6Q6AHQMe9ZNZnCc4AA4D8KFnD+O+G+5HsmuQnLCY/Vp1fn1HLDsXtNqJ+VomWxaHJ0XQeNFcnG0Y8MwCY8CSvWjfdx/Fwe88GFSgoR4o8IoDlTgR2caoUBEDW12tj4HnITG9Do1/vRaTr1qJaJkplDBBzFkSN5zuHkDL9x9H+8+eRKZ/yNcIkAjs9JUW7wsqRIksbBAWrYKKMD65ClM/fDnqXrecZVcgDlkBALdi93W/QzYA6wzSYDWrnpifL9xsTHjjalTTCsAVWPHjN6JsRpVjwI4BFyegjrbVDoAtAPaAg+sP4f4b7ydbH0VTUNUj8YBWcPLTTwZe0YEK2qOKSOoRPO2ieTjr4+tQObOmYFTQqvbs39uG7Tf9Bn0vHqLCAGrn9oNmLDt3ENPqIyy/Mfa9ULgSs/9YTTka/vxiTH3H+RJmNEHAN9R9D8nWXjT/xwPovOM5hhMr61XoWZTuW8p662dNq8nVn/hQBtya1yxH40cuR6KhigG4AMToA/CLrdhz3b0YOnA0KPNo9YqfHHm+SDDhPN70G23Komz6qCnHylvfiLJZ1Q6AHQCPFsqK83gHwMMB+Pc33Id07yCXGzQgZJiwpKC0Q5E0JEm9oTUph53neNrF87HqY+tQVUAATM4yGQ9Nt63Hvq/fD28w7ReToKWf1NAjrPXDavexKtL+mkhaNIK615+DGR+4HImp1QImxfl8vGyrJX56cH87Dv7jneh/chciVEHLTrkRRkwKNRp20ZBuwU98YsJ6SmbXo/Hjr0TNpYuEBY+/HH0AfokBOLnPAHA48jlopYQjUafVRhz0l6wdRtVkUlk6AB4+M5wNePwn/KlsgQPgLAB+5hB+f8O9yPQOcX5nv6aNOGL5zlcKUOqgxcdqTmTWFnpovGQhzvrYWlTOKBAGLOrkwSM92P3536Lzka2Sg1H7qopBq9a8IKyfbtLKge3PTQPaMZNMIo2KVXMx+5NvQMUSLjY/kdcQ9hgHep/Zh4M3/hLpI0dJmxBisvYDLEA0zOzL04Uds2j3w5W4IiVR1L3zAjT81cWIGye5AlDjjwzAXOuYX1k0ndTNRiZs/TX1xEIv8dozALzi1jejbJZTQat8XC7oU4l+BXBtB8ACwMJaDj51EH+44XdcEk8AmNTQlh00eC+pKCUJhZ+Eg1GHnbAuXYBVH12LiumFAsC8THY8sgN7/vlOJFu7ebkUb26Rhl98wl5Qteaxz+Fs1TOpooFIeQlm/8NbUXfFUk4tWSB2y1P6qGVMNaAMWo1T1r/dQ+pU9mM7lr7YYoB26SAta6hJTSJRqodccc4cTL/htShfPLUg1NAKwL1b2rD7unuQ3NsBRIJc2SP3XWy9BqaZ9voVoWhszPNXXYoVP3uLU0Fbk9UB8Cl9csf/4g6AwwB86KkDPgBzuIh4POvenhZHrYhkQMdixsqWTbiSHN+4dgFWfqSwADg9mMKBbz2IIz97Aplk2g+jCm0g/P5mkRVeLcXeKckXCGejlD+6/l0XYva1VyFaGjs9wFfFk/GQ6urHwU/fjt4HNiGS0FrSgQaebe+2gYJVsswKQdm1TPGP4MXHRieVo/Fjr0LtVcs5H/U4b2p8AN7ahj3X/w5Du9uZmXOcEffnGBsQzwC1PCcmJpj0LYYhZzKIVpdhuQPg0APnAHj8MfKUtsAB8HAAfvDGe5HuH+IqSBnJcUzqwYxv8DShOrx8SBywZIuiXMF+DWFg6tqFWFlgDLh/Xzv2/NP/omf9bt+JSlMqUsymelxJPHO297MnSUY0+xUlWkinEZs6CUtu/QBKGmpOv3quoiHpeW4fDn70J5Skw/b6ttXwygBl5vlGjhEfdMoS5aHuHedj6gfWIV5nlWk8pSvDsS+eDcDJPe0MuATAwYZC4vGsC8kGxGzWiAnTk8IbCjPvKkux/OeOAduSdwA8TpM8X7d1ADwcgB+64XdI9w+ahE1slzMOnFEPkYxHBRqYAHPiWwJpDU2SMnvEmqOs6m1cuxArProOFdMKRAUNoO2+F7H/q3cj2dRJ62V2EYVA1RxUJ1KnLMJmSx1PJQejUQrDmXnzWzD1nWtOXw9Wz0O6exBHvvkAOn70KKKJuF/C0PZ+tslhGIx9/iisWMAs7aHszJmY+Q9Xo2xpY76WhmPexwbgvdfeg8F9HZyWM2OeiQCEw0zY3tVxXAH9TpmwxAu6ShjwbOcFrcJ3ADzu0/3UNsABcBiADz91AA9dfzfZgMnDl7StVhgShSVp8QErAYd8Z65mKiERQ454mLp2EZZ/9DKUT6se/zAkky9/MIVD338Yzd9/iIoj2GmrNJxIs3hZdRh8T+csjsOnD6VQvnIe5n3tPRwuQ0IogHiZU/voDL+6xFb3rt+Dps/djuTeVko+YtcRtk9iUKbZlGUvDjszkVaivBQz/umNqLl8CafxHEfxKgD3GRX0dfdgaHcrTOUIcsMyYEp5oIP6iyOpo+kpIuKrhZgjMDmwz7ztrSibbTQoWcnH8z2WBXI/B8AFMhCnqhkOgLMA+Mn9BMDeYEqYYVA3LappJ/21gYHZroIUhOVw+NK0y87Aso9chvLGAgDgjIf+A+048PXfofPBF6V/vNiL03ZomlnKxAAiKOG+1DrSEKRIBI0fvgoN77qYVdqUw/P0fHlpD+n2XrR8+w/o/NXTx44LtsRj5RsbWWhsKEXdey5Gw9++ArHK8fWGVgAe2G5swPdgYIcBYMmJTYk12AicVa9DHMikSINsPvyU0ekIYhUJLLvtLSibPckBsMwEB8ATfB1xAJwNwPvw8A2GASsAC0+RMoOGHTJTlAxZVkgOB1dIoQbR2U6/cgmWfvgylE0dZwCW7E3dz+7G/i/+LwZ3N0uxCWut87WECsqB4tSHVD1GQNtUOSpdPBOzP/8ulC00XroTO+zoeMsBMbpUBt1/2IKWL9+NVJOJkQ0SUuj5SmBVwqqSDdKAGgwTG4iZVck0KtYsxMwvvAXxKVXjusnxAXhXG/Zefzf6trYiYmonqvd2UDvMD8dSZyt+QqyYYa0RbHwtykux7Od/irI5jgH782Qix/Ad42EaR+XO8R7vsf/dAXAYgJueDACYk26E0zKapZTDkLhoASkPSZumpQgDdbV5dqZduRhLP3x5YQBwKoP2+zbg4FfuQKazjzxX/SxWPrBa1kqpghTy3bWcdDUBR9271qHxb65ErKqsIOJUx/4pGeUVMx4G97ah5au/Q+9Dm7PUy7y8hABYPth2YmKQehyVc0whPqseM7/6DlQsnSYTb3yWqmwA7t/aQiroUIYRzsgSqKMtEXK+bHnu1AnBAHBFKZb97E9ROscxYAfAo3zmivVwB8AjALCxAQ8mxblKAFXAVtNSmrOoADt5BFusV1YWKkcYjWD65Yux5MNXoGzq+DphUSm97n4c+fEjaP3xQ/BSxv6rjN0yBYuCmZl8MKstOAgqDpoE+rVVmPnZd6Lq4iXjysoK7fkztvaO/3kMbbc8CM941A8z2maBJ/m7BakmiSVKjDCda8KTykvQ+MmrUfu6FaxpMLbgcXj5ALyzHftuuBv9245wNitqdGC44BKEJgFHOP0XkzpJ3KEeaca3oqIUS3/+Zyh1NmB/VJ0KehwmeD5v6QA4DMCHn9yHP17/W4ppZScsTbaheaGN27Cy3PBfZTaS94fOb7xiCZZ8+EqUjjcApzNIHunEwa/fia77n5M4VU5c7HvlkrmbLbwKD6QElZSLlkaUT0plULFmKaZf/1aUzmkYV8egfD4zud6r97EdOPIvdyK5twURin9VfyxrZxPiw7YTsb3l4YQmmf4k6v/2Mkz90OUMwMbBaxxeAQNux77r78KAYcBxE8trnhEGV614xCBs7L5R0raEWL4yfzOxTIRBpQPg7OF0ADwOEzyft3QAnM2A9+Kxa+9EZijlZ641oBSlusDs4QykA9W0lB1UVbVRTZOaWthM45VLsPjvXzm+ACxhQ/27j+Dg53+Gvg07ECktoUWPa/vyK8R4paiAxgQHoUn+0ZT9qf4vXoWGvxT18+no+Xysh9XzkGzqQvPnfoO+R7dJOk6b9drOSIFMg8FQG7CMTSxCIU7VrzsHM77wFg5x0h1fPhcMSprGxUYGdrVh3w2/xcCWFiDGNmBSm5P6XDYQMifYO1pjhW0bsGw6TCKOijIsMwzYqaCDaeBswHme3Xm+nQPgEQD4utupQAFXNDK23ghiVOhXYn9pkTFAqyFKkgda9v5kV5XwxsYrluKMv3vVOAMwo2nPhp04+IWfYWhfM9fmFfpLzRWQpk2GTdBYF8prvVBgs7kwi3B0UiUaPvIWTHr1alY/OwAOnl7Po5Cv1m8+gK5bH4c3lBTA1JAjjYM9Nhs2eS389TcaIa1M2VlzMevr7yJHrPEK1Qkx4BvuxOA2YwM2BRWiyET5eQlU0UE6UgPCBM4yn0jXIhWeMmQDTmDpbW9zXtAWBjgGnGdAzPftHACPxIBvp9hWDSky5QWJBSsymd06xfqKgxax4EyQL1oCiE12vsYrzsRCA8AN42gDllzFnQ9twOGv3IZMV6/kuQ4YGYGxqpqzJ6FtC9ZkI6k0Ss+YhYZr346KVfODfIv5nsCFej/Z0HTeuQGtX7oTme7+wEkptFExgBR4OwfdCduIKdkJZRurxaxvvgdlJi+0sQuPQ3EG2wlr343MgKPxCDJpM6041SQ9GbTv47Ak0R9JxizLdk3PSgQZz0OsPI6lt70dpS4MyTHgQn2ux7pdDoDDANz85F48dt0dwKBJRSlJN4i0MPuNEuhmggxY4sjE3wsJpHrAnCVr6uXLsPBDr0Zpw6RxS8RhMhSZMJaOOx5H83/8UpSDArgyocLMV4vailMQ6xX9aj2EH6bq0Zoz0fCxt6FkVkMo7eJYz9GivJ6wvL7n9qHpxp8ibcKRxKjBNvcAYENZocKuxBYeM4QZl7/Zt7wXFefPH3cAHtzVhv033IX+rUdAaeOozKXRhAjASsy4pqvx2bxxzJK80bRPkUIe0Yo4lvz87U4F7RhwUT7yJ9RoB8BhAD7y5B48cd3tyAwlpQ6wAWHjUsLlxclmaoDZCk/igIvgNwZuo17z0HDZmVjwodcgMd4APJhEy62/R8stv0GsLCFs13K4olJxps2ByllBgsOt1IGG35lM2NVXXYQpf3M1YnU1DoCHaQ1YXkN72tB88y8wuHGvuJrrgQzACkqE1+odPDyDBR8bZTvw9G+9F5NetawwAPj6O2DxPjDTAAAgAElEQVTCkCLxuK9aJprLtFeUKgzIGgtM8c22mpp3FohXlmLxbW9zXtAOgE8Iy4ryJAfAwwH4yRt+A2+QvaAD4OVwI9/ua7R/dKqxBTMjVocmOk4+T7lsORZc89pxBWBTHi/dN4gj37sDHT+9F9FyBmDVqFuBI3YqfSuXIPeVQULyY5cmUPuOV6P2Ha9CrKLU2X9HAGDzVaq9F0e+cAf67tvIiTVk4yaR4yEQ5tlmheyI6l9ZomGZmaMDmPr5t6L+HReMuw2YGfCdGNhyBCAAlqxxfj5onizGA9rvG2Gv2MFtoBYv6CWkgnaJOPxtmnPCKkpczbnRDoCHA/BTN/4anqqgpeACqZS16IKwXQVgE/PLprggaYeqoA0Az//gVeMLwAYIOnvQ/I3b0HXXHxEVBqyOV5xoQ5DVz+zlcxYRkHw23uBGFV9dgbr3vRmTrn6Fc8Aa6WkTG3BmKI3Wr96D7p/8EZ5xVNJygxL3KzyYrxBSS+v+R22pAGJReN0DqP/oa9FwzeU5P+NjfaDagA0AH7jhTmbApm3UtyDJBicTsW3ZARMmEDaqat5dkFyME9aSXzgbsD1ezglrrGdvgV3PAXA2AO/G0zf+Ct6QSZ4QqJYpmSBp1cQGbH4TUBZXE2G9kiHLOGlFgCnrVmDuB143/gDc0YWmr/4YPQ89hWhCVNCadINYmeR3PgaY+J7RplMmAUddDeo/9A5UX3n+MPAosCk+fs2RsJz2b/0eHd++DxETqpNmWqu5KYKYa2aFksfCbzPjuLDiaASZ3kHU/tVlaLzxT8atX2EANiroVt6ESbpTOyBcdEbSVnU4Y9BlJsw6JgfAIw+nA+Bxm+b5ubED4DAAtzy5G8/c9AuyAXM8LwOpCTti3xJRRYt/EqccYJUzg7Qm5zBq6QimrFuJOR94/fgDcFsnmr703+h7cgMiJVwmTyJAKNTKXjSz/G/9MCQTiUUAkfYQn1KL+g+/G5WXnO0n2c/PjC2iuxhGGAE6vv8I2r96J4V+mWIN6melVYLIvUrspeotrJ9tjTSBVl8SVW+7EDP+6U3jJggbgA/eeDv6th5BJFoSlF5Ue7Z6QRutiUwqze7Fu1lhyMYpK+0Y8EgD6gB43KZ5fm7sADgMwK1P7cL6m35BcZusMDPxwFbGK8qCJXG/VBVJ7L+ilg5yAJlqSBFMNgD8/quRmDJ+XtCmF8kjHWj64ncx+NyLiJSYxTIjuYaZkbEKOjD7ivVO0k4GGbOo9yYMq2EyJn/kL1CxZqXEcoZhOz+zt8DvYurjIoKOWx9H2xdv51wVaVOyT9ttMUKN+SXbvOhexFSqw0IZpfqHUPn6czHjS382bo5vNgAfuuF29G9thhePA7ZnM3VR7dkmzIidEu3yiyYemFXRZk5xOcLFzgs6NKkdABf4M36yzXMAnAXAT+/Eszf9HKA4YMMSjUpZE1FwLLDm+WFmrCFHhhmzEwqloBcT1+S1qzD7/16Nkim14xaGxADcjiNfvAUDGzYLA86Q16qyYPJtzkSY5XPYM8Wnkke3SSoh6yl1MJNBrHEqJv/9X6D8/BUOgI/xEJpMYUYLcvTnT6LtX/6X5g4xYJUlpWgU72BFZUl2EhgEAiV1xiTjGBxC+WvPwcwvv70gAPjgDbdjgADYqKA1AYck26AqJWzfpafGAmGfCfvVkCKIGBswAXDtuDmYnex6OtbnOwAea4kW2PUcAIcBuOXJHXj+kz8D0iYVpWXPNT4wvorZxASz13NUijEEyfVYHW1Q2IRG1l1qAPgNBQHAzV/6DgY3vkghIwZRqX9Cr4jxyuLv54cOOdCIAzSpoDOIEgC/F+XnOQA+1iMdBuDfCACHj9bauQzKBqikgpDv0KcALCrbgSGUX3U2pn/5HQUDwINbm4F4lJJp0MRXr2fa4GlFJNM3TtLBL/6ezhHvcJOKcvFt73CJOKwp4gC4wABzrJvjADiLAT+1Axs+faswYEYnBdnAp1OZsFRCUg9oCT1SYDNAXLf2LMz62zehpKGW4SyUBWmsR/PY10u2tKPlX7+DwQ2bAGMDzvDmIsj7QHRe2qgkTZiMrplmQTWdMh6rU6ag/u/+EuUXrHIM+FhiFxX00VsfIxU0VewjBpylrie5KxtW5yTmwPw9n2OyYXn9SVRcvRrTvvS2AgHg/8WAsQEbL2g/Vtx0VBysCF+5bxqS5FF/DQCzF7Q5lDJhVZZh8c/f6QDYAXD+FsbxvpMD4DAAtz29AxtvvpVUfcRkTYiR6GSJ2BJq2Y5Y5lujamR1LhduMEDFn+suPRsz/2b8ATjdfhQtX7kFA08/C5Qk2KlMJ58G+Iqrc5B0w84LrbppIGIY8OR61F7zl6i4aLVzwjomALMT1tH/fhgdX70TICcsiZX1z9FRYHW/4JRfk8rKAko1d72+IXLCavynt2TDeN6WkrAT1v+CGDDtLrj9HO/MDJdB13gospe0OYDtwdpvKfBp4oCrEjjj5+9yAOwAOG9zedxv5AA4DMDtT2/HCzf/BF4ymRVmZGfDUmYcpJ/01bmSF5oBOYLaVxgAfjNKGurGlQGnOzrR+p//jb5HH0ckYQCY6S95Ngel34MoTn/lDyDAt0ZSIYYaTHr/e1Gx7iKhy84Ja9jDLL4D7d+6H0e/9TsO1WHrhb3Ehj/53sJqg7fiag0D7h3CpP9zGRpuet24rR0BALfi0E2GAZtiDP+/vfeAt6yszsafvU+5bXqfoVfpIi2IBLGAiKKIREVqPo36mcSYKFGTv1+MRjSWqLFA0NhRAQVEVFARELGDBRlgHJA6BabduXPbKXv/f6u9e58zd+BMO/eeM+v6w7n3nF3Xu/f7vM8qzyIam11S5ko3CaxYgFnjwQ1eAM6CBuL+Eg74JgGwx4DNku6CnrTHvD0ndgBWANbV+frfEAB/FUmlQroHwhR1UuSGC/x7XXWfNQGLD6ElS+xlrvMn5K6ddeKzsOT1Z00+AA8OYd3nvorhH96MuKdHANjoll6/SeaLXzD//GkSGvV0lVtFNK0f0y84BwOnPc+FOCZ6VYMQRw3r/ut7GPra7UgVpOR5UhftU4Bxto0+gJSENTSO2f94Oub+3QvaM0FMcJY8AD/+LmLApAUtiwv70SdG71N8SPKjruqgliVxY3ocKQuaGbAnYQVrOQBP2mPenhM7ADcB8J1/wh//7ctIK+OIWSQ+A1mOyakLmrOhLfarZUlWrmSxVPqeAHjx6145uQCcJEhGRrH+iqux6brrEff2ImLVImHwmfSwxBzVIk0PIIGyiewDUU8ZA2edgemveCnivt5Ji2235y3ZhrOoUUmKcu0l12L0h79XAFYhjlAbu7nnoFE9SsCac5UKMZLBUcy95NWYfc7xk5Yp3FiGdC3GllF7S0nsy8tYSxhYs6NDCxCpCabwOMWB844WSsIiAC57P2AH4G145TpyFwfgRgBed+cyLH3PlwGqA+YOQNb9yNzNWeIVh4itVWGDCEck7usImPEcAuCzUZxMFzQB8HgFG6+9ARuv+BrinrwSVmh0JMzWJCmbuIz8SQuSkF+D3uc/DzPPPweFWTMnpS3elH7hFIkqD63Bmv/vSlTufgiUfBSkF3XhI1nCE/xYElMen+OYmzEsvPT1mHHqIVOiGcPKd16L0WWrhQFbW0VbqFF2BC1iuR5YUxi59jdbyPFbxYgMFPp6sP/V5zoA5x4HZ8BT+i3f/otzADbCR8kiwIY778e9//5ldkEbo6UsaJo4M9ZrIGz1wbTO16xiFubQtX2cYuZzjsai//NXKM6bxBgwtSOs1TD0gx9j8PNfyNoRagx4QqxlvM3FfxUQxHuacnvD8lFHYcYbX4/S4sUOwM2vogLw6F1/xtp3XoHa6g1haZPF3GVBExShcrF4PlwOhDmTGCmStIAl//s32o4wkeSmNv80MmByQa/kMiS5ZQtiZysHAuGYmTDVk9N2tNLTDGhVAeOyuP4eHHDVue6CdgBu8xM9iadzAJ4AgN/7RdWCthIkYbosymEt+6xG2D5nwQrJmqY5hZ1rcYwZJxyNRX89yQBMrKNex8jPf4XByy9HOrxRslC5sYLef9CZVOANbJjmzca0IZ5ja3WU9t4bM970RpQPPkgmXs/Dyt5kjQEPfecurP/QtUiGRpixSvlNVjVukCXZwzkAyxkzY4l1xPNnYfFlr0PPgYumBANe8U4C4FVA0cqlMnbbEOem+Dex4NAZSe+V2xZGoJ7V5IImBuxJWNlj5Ax4EsGxHad2AG4C4Lvuw33v/V8G4DgWgMorYpHLUBSvKCFLVbG0RzAnNmn2s7QtBGaccAwWMgDPmbwsaE64SjF2773Y8JlLUX/8MY7ZmaLXhM9ZSNLa/Ns4lUSaaNoMTP/ri9B7EnVEKngcOG8qYnvjNaz/9Pcx/PXb2WNgGdC2+LHNzXObj76H+KltRJnCY1WUn7UPFn3qIhTnTZu0GDB3dIqAyoNrsPKd12AkNGNIslaDOQZPv4pKZYyInx35yWLdBMCkBe0A3Py2OQC3AwUn8RwOwBkA08yw4a77cP/7Psda0OxKtrIiBtS8m1nA1xoxSDxYtH+lVpi8bAmmP/tYLLzo1ZMPwNQc/rHHsOEzn0LtvnsQlXuYdRgXo9rlZgobSjWbCDAzZ2It9QT9Z56FgVe+EvFAvwNwEwDXVg1i3b9fibGfLpUELGW/YTPNBA7a0NoK0pofZeMhdbTJ0BgGzjgWC/7z1YjLpCo1SV6HHACveOc1LMSBAjX4IAA2Ft/ois66P0ms2MBXaoYJgC0L+jyUPQs6PCIOwJMIju04tQNwIwMe/O29WPYfxICtDlhFNrIpg5WxeJpR5SjLlM46IWlyVhxhxrOPwfwLXzO5AEwwS4lYa9di8MtfwNjPf4K4WOIG6iT8L1Ol1ZA0Z0FnbuoA0foLxZVLRxyFGW94E4pLdnMXdNMLO3LHfVj/wW+h/mcSqsjpJDeroZlbNmd6zk63XgYc06BGDDXMfOOpmPP3pwj2FgmE2/+TL0MiBjx+3xPSjEFry4X88pK0MemM/CbkQbKFh5VihSSsMva7+gKU95g5eey+/eZ8yjM6AE+xAdnRl+MA3MiAGYDfTwy4wlrO1m6QwVVLknguFXn5nFiHAbLJOZIaFjDj2cdi/oXnoDh3jpxokqQoqe4jGR7B0Heuw+h3r2Wta/kResvx64YgrtJeIflNUUvdlWKaM2Zi2t++Fb3POgrc7sd/xKrjVQx+9VZsvPwmVq/i2K8F3MkN2xzvzTUCJnctRzWsL4bWikW9vZjz7ldi+kuoBSR5WNqfgMX3RuMeAeMPrgEx4IrWAWdJWNbxaSIQFnAWV7SuOFSqstBbxn5Xne8MOPcOOQB3+YTiALw5AC+/5HJJwsoBsJUcSS2wALP8nqkPiLta2a+WIU1/9nGYf8FrJx+ANRFr9I7bsekrn0UytFEzaLXVIJEsVcUKuVTB9WzNaoX6cqg79170vvhMDPzVaxAPDEzeAmMqvadJiurDT2L9x67D6G13a3aVsEHrd8F2NJYYrt3KdZpuhgCqVkNh97lY8PGL0HuQehsmaTHXAMDvuoalKFnli56xnARllt2dy+jWX3lBYq5oB+AtPr0OwFPpxd4J1+IA3AzAS/HgB/9Hs6Cl3aAkVmU1v/QZN2iwWG/u35DYRKv8CJh+/HGYN0UAmCbI8Xv/iKHPfwb1FQ8Lg8qVFwnRMg0jQ9884GafKZ1nJh3vuR9m/MM/o7jHHhqX3IXToQmEaglGbv0DNnz4W6ivXK86yBOxVWGIuWKvhjKe/PoHlTrKxx+IBf/5WhTnTZe628n6yceA/4ViwORij1ncRZagohsupVP5ZCtB38y1rs+fuqDj/h7sd6Uz4PywOgBP1kPepvM6AE8EwJcBVXIbGtOV0pyM+VqpkcKQinFY3TBPO7xximnHHYt5F5yH0ry5tnGbRnaC06QpaqtWYuhrn0f1rp81bJCHzM3gM7igm2Q6mAkL6+k/9/XoP/0MifFNkmt08gybO3M9QX3dJgxe+l2MXHM7q4eFJY3V9bKgifqZg+vZGLEdy2LGEgGgMZl2wcmY/aYXIh7omdy6awXg8eVPYMU7v4XqA2uQUvihnoQmiuYj4Ryr/CKDWW++5EoBm7Oge7DfVRQDdi3o8BRkXSumxOPdjovYpZbvDsBNAPy7pfjzBy5DWh0LQhzGfjlTOCRg5WQqlQ1nrttEWsVFQP/Rx2D+BeehuGD+5JUh5d4aUsQavv4qjN5wJVCr8kIh42E5Icpc7W9Oj8Nat2ZHJONUK4j3OwQz3v4eFOZMcqy7HTPEls7Bbv4UY3f+CRve91XUH6Hs4AJSqcFR971ZW22di71v7pKWfUAtDAd6Mff9r8XA8w8Rd+8k/pgLevT+J7DyHd9C7eEnkVIWNGXVcxgjn/EtohuBzYdFSB6EC1IjPdCD/a90AHYGPIkPd7tP7QDcCMAbCYD/81IGYG0Zzkw2pjoJKkuibFQmuFl2tJQnhcIKTr4yNtx39LGYe/4FKE0RAKa7HfvF7Rj++uVI1q0Wd6Em+fB035AAZNyLNtDM75CUlXtSqU3e6Bj6XvdP6H/xGbtuBivV/g6NYsOl38HIV38AlEpcXsOlaYxAsbTx0N+FBCsbVp4r7LAJYOsJiofsjXnvexV6DlrS7ilis/PlAXgFAfBD1A+4IEyX3gMG4awdIXuYI2lXyD85ha8A1vR6DfSyC9qFOPLr20kK9E/iU+YMeBKNP2mnVuGJjb+/Bw996NPcjIFBlDOfcyVHQf85k6OUB8ZEOWhj6ZZEPwzAF1yI0vypwYBpEqytWoHhL3wc1ft+HxitaBI3FvxqDmtopq58TKBC3dJSPiwsLZo5DzMu+TQKs+fseiCs9qj89kGsfdsnkWwYlrgoqz+JaBVl/tJ/SZBhlAUOu6O1OYMuczRBS33P1QQD55yE2X/7IhRmT3699YQATGEHjvkqCCfkUreFBL1DJNZqCzqNBRsW8/MTCwB/43yXosxNgh4DnjREaM+JnQE3MeDfL8XDH/qkuKD1q5jpizSwp3W+di3I1QFry0JzTxNosws6Rd9Rx2LO+RdNKQCmDO/ha76M8ZuvA+qVRtxVJp85o8UIoYJGFxvsujZCo9q+yfg4yqe8AtMu+L+ISuVdKyM6SVDfOIJ17/0CKrfcKd2BKP6rDFfWd0wFWc5UmldmpJCzgtnJYolLyoRpPGYOYPbFZ2La6c9CVBSgm8yfiQBYFhsp0piYrjhM8i51u2Syhyh/6bKV1x5qFwbgC5wBOwBP5uPd3nM7ADcD8D145MOfBCpjnOgi0yFJyGeSlOJM1MQs7RdsXZEMtUULGug90gB4wZSIAZsbcOx3v8TIlz+OdMMaZe/5SV1Lk/iehcFlKJ3brtkdTX/39KL/9Rej59gTJft3ksGiLW8TZf/WE2z61i0Y+vjXxFtP5TgGusx8xfUsDNEAKGZmLDEAYcHCGS1RSdTGykftjzn/chZ6nrFEYwRtuastniQA8H2rQS7oOsWAOaNe9M+lVE1c0aKKblnRVj2vzxD74M0mKTCtD/t//SL0uBBHsL0z4Ml91nf62R2AcwAMYOj3S/HIRwiARyTzWadDacRgpUgyRTLImg60MsOgjiXtk9BzxNGYc97/QWnBAmmAMNmApHG4+vo1GP7yJ1C7++eSiBXKmTNUzVzQTFk2fxZz4hGCG+RKTFDY9xD0XfRWFPfaT+nz5DK2nfoSqT3H7rofg/92GdLV60QVilywGv8NTQgYiKUXEjFBYYHGhMXabKlcZjTFkQfOPQkzX/8CFKb3TW72s70qKsQxsnQVVrzjatQfW6fdjbS/dC7pqjkeLM9/rvRKmzEkSR2YMQ37f/1C9OzuSlj2zDoA79S3d/IP7gDcBMB/WIpHP/LfQGVY1IZU/Srr+2uYQnEtLbBQoJbaRytXErWKnsOPYQAuLlg4NQCYJ3gqHUoxdvO3MXrNZxHVKpLBqosIvUOZJhV3DUIbOyMZRAevvHoNCiiccAp6z7oIhdnzJn/RsbNeMwXf6mOrMfjBz6P263s48Qr1jOHxE2KMmF3QyowDO1ZAapJnZChOUhT2XICZF78C/ScdrGGNyV/MGAMOAPz4Wg7OhCSrvMBIyIomlTR9xpqzorUbUjpjwAG46Vl1AN5ZL+8UOa4DcBMA330PHv3oJxCNURJNvtRI2C7zFSvzNQBm8pdrQ8gbyHF7jzgGs8993ZQDYLq22srHMPzZ/0DyyH0qyvEUD6XeUsaFc83l8yVLfN8R0DcdpVP/Cj0vOBPxwLTuA2HzJKwdxNDlV2Psxp9IvDcHvqI4IS34Mrcz4RSJVmgMlLcRxzO5o83nolqT6H/R0Zj1T2eguGDmlHA/8/pNGfAoMeCLv4n6ijXigs5E4YQR88b2Tz4rWnTk5PusHSFmDmC/rzkDzr+FDsBTBCh31mU4ADcC8KY/3otHP/ZxYGRI2hGalg8nYknPX2G5WTckZsqakRQqHnl+SdB7+NGYde4bUFqwUCfQyWcwMvGl3KBh9IavonLDF0IpUmPylWStmvOZuVpGivkw+Rrh8IxqzDiaswjll5yH8rNfiKinJ5uUd9bD3K7jGvgODWP469/F2DU/AEbHRJyUkqwYdLPsZgZVAhp1SQf3M7FhdUfLNgLO/G8UoTB3Jma+9WWY9tJjNJ7erht86vMEAL5nJVZefDVqK9YjLVCqd84jouEWFZJTLM5phWuymZwp5tAF5kzDvldciJ7dZux6WfRbMLkD8NR45nfaVTgANwPwfXjs4x9DpAAsqamS5czuaJ4zKcGExDYyeAqylJyIIm5omkh7Dj8Ks15LALxoagGwgnB97Wps+vBbgPUrs/hik9Zzs9s5tgzWkJy1uTAEAzUdZ8Ee6Hnl36B05LOle09zjetOe7J30oE1dTkZHcfIt3+I0W98B8nGTZIKkBAGxZnL2RiwupMpxSpFAVFd4sAJM+GMKTIwk8o4ZwrH6D3xcMx97zkozJlaHoQAwH9cgZXv+CZqFAPm5OdMvUtWZ1qaRIxZPuD7z8c1+Bt6WWoJMHe6APASB2B7eh2Ad9J7PFUO6wDcCMAj992Hxz/xcdQ3bpAk3lwSFs8V1oRBc454MolDKo1mOouPmqab3sOehZnnvBHFBYunHgCrO330B1di/OsfQdQ/wFm3OR6Te0zNZUpueG3OEAq1sgQtARHzwBMY1REt3BM95/wDyoceLSDfySBMnoPxCka+fytGv3Q10g0budMRgWmSEryQu5kAllyywoSlHIlsZHXBAtL8hNB3+ru4q7X1YLmMWf92Pqa9+CgZgyniOOF1m7qgx/74OFa+gxjwBrkP6eYRLpYz6FmL0p6XRoGO0KyB1dQSFJbMxN5fugDlRdOdAeub5wA8VZByJ12HA3AjAI/efy9WfOITqA+uQ1xQh2xovCC0rsATizSz5w5Iqh4lR6LO4iJETzNr7yFHYea5b0JxgZWQTKWZVBYK9aEhDH/0zcDjy4BSjwQjdeERwrs5X7OU1EhJCReY5BOkQ7aWdVAidlMF5u2Bntf+I0qHHyfx5k7Ui6aWjiOjGL3xNoxc8U1gcCMzuthqXg1Mg5ueXNJkIYkBm3tafCgC0FKyoyBMf5PM5FgNxecfjbkfuBCFgd6pC8B3P46V/3wVaqsHObksJamN0PdYLzuK2Ctg2d/ShpBsQu+Pxn+521MdpSWzsfeXzkdpoQOwM+CdBHhT7bAOwE0M+P77sOqT/4VkcD1r7pKrmUU41KVMinoErFm2s4AuT6VRwot9KU8SBlw68JmYee6bUVy029TJgs4/hJT9HMcY/9lNGP/q+8O9hJaDoSQmj7Ki+TsxMRO2ZxryAs6xgPDM+Sif9SaUj3kuop6+KegR2MLbyeiZor52Pca+dzPGrr0e6SYqU6NyIy0pYlQVJSgW2+BdLAlLyo34e9OFtiYN9LcxX3VHR/19mPXhN6Dv2QeJnQnUptAPM2AAI797FCsvvgrpuk3cH9vuTQQ4sh9acIkSmLmp1bWk7wmBdlpNUNxtDvb5IgHwNGfAzoCn0BO/Ey/FAbgJgJfdj1Wf/CiSwbXM1LJ8TWtLKMlXMic2qmIJ1Ch7ZGqYoHTA4Zh57t+huHiPqQnASl+T0VGMffk/UP/9jwES1k8TZbbCZLMpVV3MDeIc2XzZmKSVn4gp0aaGtNSH0gvPQemkl6AwZ+HUF+vQZLX6o49h9NobULn5VqBSBUjxqS6iGsJmdUGiYGrJVAKuKsxhIMwB4Fz5kX5Pcd9krIb+156K2RefLU0XJrtufIK5JwDwXY9g5duvRDo40gjA/Oznnhj2GOnCjCUqLcih5QRxhIQAePd52OeL56K0wAHYGfBOBL2pdGgH4EYAHl3+J6z81EeQrn9S2+pZxrO4nGnuMFUsSQGWjKUsV1hLldQ3W9rvUMw89y0oLdlz6jI+ZXi1Zb/F2BUfANY+xsBormXuiazLDYlb6iJDwYEZL2saZ8pZnGbUpN3BDn32KBQRP/MvUTrp5SzaEfVPrSSj8H5Sc4XBjajefTfGrv8u6n+8R/SONVM5MFcT1TANE2bCEhfmciO2r7JjjgdbLbDFRxWQKnXEz9gHcz7yZpR2n7clF8OkTx8GwMO/eRgr3/4NpEOjck3K+lN+L7JMAnYe6fPE4Qt+W3KLMwbgOgp7L8C+X3gtSvMcgB2AJ/0xb88FOAA3AvDYg8ux6tMfRbJmFevuMvhwyZHK5CvoBilKjY2aApaJcfD8kqYo73soZpz7FhSX7DV1AZgnT0ouGkHlx1eh+oMvAtVxTZbKA+lEwV6bee15VdlBBhydZnOJOdlEDcSL90HxmBeicPTzUFi4h8aFdfKeDOaXC2antRpqDzyIyk9+gtodP0X9iTXqGciAxup8JY5LrLYgmd90k5QRrYyX2a5ljjPzVbnG8HnMbQyj/n7M+JeL0H/q0Qq+U8v1bCMcGKSofekAACAASURBVPCv/8wMONk4mjF1k9vk9yLLjpeELJWr1OchgDDFiSkGfMBi7P25c1CaM+AuaHdBtwcAJ/ssDsCNADz+0IN44tKPorr6McRUNkPxXpWctLgvzbLmgjaFLOuYxKwvdClIUNrnYMw8960o7rbP1AZgBo066k88hvHrL0Vy9y2aSGbct+lJba4HDnTXJtmcmzGfGasYzv9QYLBvOuJ9DxcgPvhYxDPncA9dYcptku5UD4CUw9RQX/0EKr/+Fao/uwPJg8vZ5czgEeK9xlwVjDnJitiukl3rcMR/UxcgkvrMgTAz4JwLWmUr+17zIsx405mIe8tTOkktAPAvHsTKi7+BZHhcAdNKqjIt6/xTQx2RpFTJPCoqzkFh82odfYfshj0ufw2Ks/odgB2AJxsa23N+B+AmBvzwQ3jysg+jvupRbXyuNcA8jVL2rojMM/Ay0Kqmj4lxaIIW43CSoLjngZhx3ttQ2mO/qQ/A3FC+htr9v0bl258EVj3ALDin3KtuxhwTZpKmPZJ5Ym1uNC/2otpW8Unno8kEatKwHf0zEe17BApHnYziYccjnq7KT4Eyh7qvHfNiBP+6Xk+9zsBbvfNXqP7y50j+/ADS4eGsrEbdy9zNx9oHMsvXxCLKAmb2q5nPZiICV62PpYxoFulQ8Q1WwCJQovjnMYdj5tvPQ2kvqhffwfe6YywWjmIAvOmO5Vj5tisRVSvM4LVvpzwjZIcw1Jo3wK5o8hJYowZx1bN5KlWUj9gTe132GhRn9jkAOwDv4Kd2ih7OAbiJAT/2CJ649COor3gAcUmSkTjuy1nNkpgUsRxWpoQl3tKcVGUAmjqKS/bH9PPejtKeB0x9ADZXdGUU1Z99G9Wb/hfR6MaJn9xcbedEG4Q4sSo8yRRs9bCyh3j3tRSFlaOAtKcP0V4Ho3Dw8SgedTLiRbs3lsASMzZwMzf1U7mrDWjzgNu0ffWBB1D9xU9Qu/supA8/DFSI0alEJAOuOEtpEZHPbpZ4uAEs6Wsrsw1ZzcZys0zpqE6sT0CI48L1FPFuSzD9H89Dz3GHqljJ1HQ9Zy5o5vTYdPsyrPqnK/m9IAbLP6JOI3bh26f7zLuipaFnAwumRUilgvKz9sFen3k1ijN6HIAdgKcoYu7gy3IAzgFwBFRWPIo1l38Y1YeXc09Xnl6Z7dJ2Cc8n0h9YuY/OlVkMmKmvtPFLCID3wfTzLkZpz2d0BgAr40w2bUTlhkuR/Oo6cQdTuZItNHITKnM+BamnAmKG31xmLM/BnNem7Ih9+NptuUpJPWVg1nxE+z4TxaOfj+K+ByOaOVf6DDf/2PUZwbZ/WUmlSaWL2Pj4GNJ1a1BdejfqP7sFyUPLkAwNyaQfl02UWf5MC6JMxepnVkYjWcwGwIIoWa2vlBxZWU72OefUB4nKAgtapL19mPaGV6P/jJMQ9ZJc5w5+wXfC4UjClAH41vux+uJv8BkMgNnNHABY35um50US/Mye5FUqgJTF+k/YF3v896tRGCg7ADsA74Qndwoe0gE4D8ARKisfVwC+H3GxhAh1dTUL7YpjAWF1stmCH5T5aVnAHAxkylRDYdFemHbOxSjvd2j7Yprb+5xZadLalahc/QEky34utajkDWjKbJZNhekZPpNt8uIcUoZj2ylRIiCy6zQAt224qXsqZUukEUzz+Iz5iPc+DPE+ByNetBcwZzGiWXMRTZuOqFDUap08esk1pNUa0sH1SAfXInlyFeqPPYTa8qVIHrgf0aYhzs6N4gKiuCSsTeqKpExI3cWxJldZ5DJkQTeAsDrqcy7qUPerpUgM6BBA50VLXETvy0/BwIVnojBrimaCT/QscdgA2HjTPXjyXVdJxnyNvEM5N7SG+K39YMNhuHewhCRE+auIdGQcfc89AHt84mwUKAZux9reZ7nD93clrA4fwKe7fAfgRgCurl6FNZ/7EKoP3IO4rABsRlT1K5aU15ivcCNzR0viJwMxseSkjsKCPRmAS/sf3jkAzOsLgZvaQ0tR/eb7Ea24jxkqUlqQWCnSRHRNgFXipGI4cUeLy9VgmJsV5B9OAz3TSGpwM1MNcR2oVlnQIyr1I5kxF/G0WZzEhb5+oNiLtEDsWMVTalWk42PA6AjSoY1INw4i3bgBaa2CqFhixa+snEiuShoo2O/KzrVel9kvdzqyuK+4z0NjBVs8aOcjuWUFGpWkFJEOie8S4BdPOBbTXv9qFPdYqKuSDqC/uWdj6Ht/wBPv/qZ4LgyA2XxZWIE336wumFiylWfRkBVQH65i4JSDsft/vRKFMgtLd4Q34Onm1+393gF4ey04xfd3AG4E4Nq6J7H2cx9G5f7fIi7TSlyaMci8wtWd+nsUOiAFd7TW/kpeEk23dcTzdsPAqy5G+RlH6YTSIZMsz5x07xFqS3+B6nX/iWjtw5wNzKVZTYw237AhgGsTWw7JWnxs00LOXpAAfgbaAcQF+AKbIiZOgFxPJPmHREM0Q9nAX8rHCpK9HBHDpd+Lchzuh2zlRAK0lkAlUonZd/w3b5t1ObK/ZXWRE9pQxmz7hGQtBmAR7JDYaITyM49A/9+cg/KB+4gBppja1VNOW7o4G7zud1jzvmtlXVWzhZYusRiENRbMGtE6hnpgy4jmxWscoz5UxYwzjsBuH36F9D12ALZ5poMmjB0DdrvUDTsA20Mjb3xt/Vqs/fxHUFn6K8RlSgahrkcyW7Pus8y6KrUY5I9YhlJKH3UbdkHXEc9dgv5XvQ09Bx03JVWNnv6VEbtU/3gbatd/VECYXYi5+G0eaE0C2kAsmNdctDJB81+6nwh0TMCqjY1yo9z8BG6vqCRKiTMzux5J7mJUk88p1hrcyjl3uMV0jbFru0AJYsp1BiZvylVcUmTAmy8t0n2CKAedWyuhg9yklDIVDjsEA68/F+XDDhTrTEbN89MP/Ja3UPfwhit/jbUf/I6EvGuyeViI5doRSh5eIwCHTkncYSxGsrGCaWcfjd0veVmQfe2EePj2mLGVfZ0Bt2KlDt7GAbhx8KgJw7ovfQzjf/gpop5eTj6SpCvtA8y/iRa0Tjk6f1qylkjNy/I/QTR7IfrP/if0HHqCokInru8ELKt/uAX1Gz8NPLmc3YYCdE00N/9nniVn5goGz4OmNHiwSdw2UVspWxWbGoCq+mPObZyXP8xYag4YTcWLNJcbGLzFfmXboOFs9bza59cWHbwkIVC1bke2LAuLEvnOrpdLsGiBUUtROPRQDLzuPJSPOKgzwVcXVvTP+it+jvUf+T43YOBYfRa5aEw4ZNavHaLC0Iowh7T4LKA+OIqZ552AJe95sbPf3JTkANzB4NrKpTsA56yUJqgPDWLdFf+N8btuQdzby7W8wni1pEKzolXLqCFBqyETmg9bRzxzPvrOeit6jji5gwFY3NGU/VpfegfqP7wU6cp7QW7EBtZjCw+dpMUdnAPTHMAKA84WI+YCln9VzKN5fz6uCTnkWbMy0jBEGfgZyIsEol5Psw6zLpmsNMhc5QTElLltfXoFnDMdZ74WLiuiy9JyJQblnIdA+wMTQBWOOBIDr78QJXI7K0Ns5R2dctuo82L9F27H+v/+oeYE1HPiIuba0KYLKXVE2jwjmsMDNGaFGMmGUcx63XOx+F2neAKWA/CUe+R32gU5AOdMm9SRDG/C+m98CmO/uglxbz+7kTPRDWXBqv0sTlXJeLa4L08oSuW4hGn6HPS97C0oH/WCqdmMYWueLBXqSJb/GtUfXQ48fCcibg+liGtuW/0kCII1kGRjtY1u5ZB9LKrSWa2vgV4Ad4vF0sLImKzGGnWOF7XQXFaygn3QIbbOPMZMgwvcbkX2pe0l0UoUrYTR5llyLlErd74QF7ZypHqE4gknoP/816K4z56dDzCcX5hg3eW3YePlt+jChjqB5V3yjRnRHPtuSMbS+mmuPotRXzeCuW95ARa+9flSBtZJMfGteYe2cltnwFtpsE7b3AE4N2L1GpLREQx+81KM3nEDIsquTevaXlBczKwbwZOz1PrS7GzsWFrwZe5p7qQ0MAs9L/lb9BxzmjR36LR4X/MDzeVBVdQfXYrazZcDy+7IbsncupzkFCKzAqhcFy2qYQ0lShYbNGab209OLSCYuYYzkNR8KsV/zVBW0Ywso1nrcLVhhHyui4A6t4xgYYwMNDWpShcBLC/Jd0A9extLjQyceflB39UjFmzhvyl5i44fF1F64ano/6uzUFi0sLOZrz0LXN5Vx9rP3IyNX/pJiN8/JQCT14GeAWmerMtUYcikuV5fM4x5F78YC978l+zO5k5Q/kNzTCfGrLZr5HapG3YAzp4VkmFMx0YxeN1nMXrbNYj7+qUfMAtrWPCRuREv0EOjBkrOshwTBmRLMEqA/hnofdEb0XP8GVyv2vEALGjDKJqseRy1H10G/OG7Gpg1Dec8KVamq52SyBWpSeW5eK5OyLTACWpTmaR2BsSZRHQGpPnkLVWq0qQqUbCiOKMAOf1tSVWUqWyfMePSDGUZOusEpQssBmFK9iIQtlimxYBzbJvqgsklTXWx9TrScj96zjwbvS99MeKZM6a0vvNWzZg09uM1rP34TRj6xi/YdgnZhZMUs4WQrJ80e52zyVOkhczzYW0JBYBHsPD/vQRz//oEB+DcYDgAb9WT2XkbOwA3AfD4GDZ+54sYueUqxL09iNgFnVOB0ooRqZTIVLJCThaji2ZE04TUNx09L3wdek44S+pPu2ZBK4uMdHQTaj/5ItI7vgJUhllUgWuFrROQ1pMEF3ND8pPidj5OLPwxxF15/aMloaapbBSaa7A5nitucMnAVQDQBHUDdFlVZ+5kWQTkwIL9zBq/5TWGMDCOARtrtwzn/HGCeIfKbFLJUwWIFixG+VXnoOe5JyHqKXfRuIsxkpEK1nzkRmy69leiZ01sX0uPsoz2HACrlwCFbGx5zCgRqxijtmEMi97zcsw99xgHYAfgzgPSbb1iB+Cc5cgFXRnHphuvwPCPvoa4VNA2hFntL4Mrz81ZYYV0S9IZXx2WVI7EU3y5D+WTL0TvSa9GVCKpwW5ysMg9Eius/+5G1G+5DNGaB8UCubhvSIBSrzRtH36svCjUFjPsBbBkFyVvn8+I1hpTLu/RrkkhWSpjuyQjKaVAAtT2v5DwFWqHTc+ZJDelQUCm+ay9e/k6cuVH6mYOcWH7rlBC4RmHo3z2OSgdfrh6RrppzAWA60NjePKS72Dkxt+FxVYiUl+NyVjNyWZkXxU6E/8zeQwi1MdqWPzeMzH7lUc6ADsAbyucdd5+DsC5MUvqSAmAb74Kwzd9iSptdNrP1/takpWoX1kjhtCQQd1uwppToFBCz4nnoef5FzAYdxcA55/3FMnK5cyGsexWYGRDYJhWXiQsVaqAlegqc9Xj5LWibT0TYsS2jbJmZbQhM1nWRMpije+aSEZTDbLFIA30me1q7NbA3hK0clnQomWdIgmtBbWbDx8nBmbNQ/E5L0D51NNRXLy485OtJprOJK0ctQ2jeOLfvoWxn9ynY6mNKUSPNVfXvTkLTnlxmmWPU5gzqQOLP/AKzDr9MMkVoHwJ//EYcLc/Aw7ATQBcrWD49usw/L3/RZTWFC9FfF5oHUcIVW9S/lZZfjmQtSXkZCyJf5WOfxV6T30Dot6B7gVgQVako8Oo/+FGJL+/AenjS9ktLclqjSCbZ8iNpUpGkxvlLANAWt1v7niWShXEQUKHIh0QrdsVVzJpdtM5RJVK/Oj0T75Hr31mQhxZTFjKkvS42s0o7Z+O+KAjUDr5NJSPOhZRqaTPQpcxX1vkEACv2YTV77gS43c+qIBLrmVZsVIsOOt3bKnpCrjEgLmbmIK0lA8AxTKWfPgszDj5QAdgZ8DdDrvZ/TkA5wGYpA2rGPnF9zH8ncuA6giDR5aAZWIcVHKRYalOLUGcw7YPHZGOeTl6T/97xP35Hrfd+IypS5pc+auWI7nnZqT3/hjpkw9wYwpL0MliuFLFZfpiLBGpZrEkKVH+tLihLXeMBWfCHBanDRnODWy4aQFgseLAhBUoA7PVTO38MYKrXI9FwhNlap14IAp/8TyUjjkehYWLs0HtqlBD7llVBlxdMYhV//gVVO9fEcDUYuySQN6UjMVlRZQJL6IcIWuRs+NTxDP6seSjr8K04/byMiQH4G6cHCe+Jwfg/ORCAFzH2G9vwfC1n0A6upF1aTPVK5OlzPZh56UyY9suADZNwtQR6YhT0fuSf0I8Y373MuCGx0sTtMaGkDx6D5L7bkWy7DZE6x/jrHIqzWHWQyInWh5kmU6SaBVIVSZBqUno+USrMOFbgroyNCl1Mjd3roSJv8+VNdk1a7s8aY9oTFj85ZkqlmZ41ySsEO22HwpHnYjikcehsPcBiKh3dLeCbn5sFYDHlz+BJ952BaoPPZm7b2O1WSU8m1y9I5ysxeVIopjCY02f1RIUFs3C7p94DfoOWeQA7ADsALzrWCAPwJSsk2B86S+w6ZsfRjr0JKJCQUqRGGgtG1pmeqn5pBlJ4r1cmmSHU+WfNK2heOCJ6HnJ21GYv2eWTNT1Bra2fnWko4NIVz+I+t03Ir3/NqSDK9m9j2KP1PkqEIvihcb+8nlaAUxFhaoRhI2tWs/ezbsxNceG5ZwaLw4gbIxNk4gYKOhaCDTqwFgFSbkX8aJ9UTj6uSg+69koLNkDUW9fVl60KwCwICpG7noIa/71atRWrG8EYNXPliHTuLrFGFhD3LLFRT2Ma4MrdRT3XYDdP30uevec5QDsANz1s2O4QWfAjQBMf40/eDc2ff19SNc9prW7FAPWrOYAupS8SQxJwJeb7mi+iaUAs5uaWhLufgR6zngHCrsfvOs8WAHYTIIwRTo6hGT9CiS/+z6SB24HVt3H9qHWgFxjy4xTpa+4XaHW4VpZdWh0IAeXbGoFTmW3Fp435pV1N2osMzItaOlclGVSS4odnTdGRKU1Y2NIydW8z6EoPOskZr2FOfMFeA1wdxXgzT29Qzffg3WXXI/6kxvl02AD0QhnN7OWazU89MR4Vc2GAZh0pEdrKB++O/a4/AKUZvV2Z/LaNr75Xge8jYbrlN0cgJtGKklQW/EnbLzivUhWL+eEGlG9CogSMp+l5aCUXkgpklJg3p4+pHrgBNHcfdBzxrtQ3O+YTnksds51GtBRjHjTeiTLfoL0nh8j/fOvgMqQtAyMqfRLQJCncE6a0vTp4GpWFsUl19J1qCFJSzyc2gLQ+vwqpQ460HaLVHJkCUKkd01KXxKKwLT5iA8/EUUC3kOPRdzXy00oGgFn55hqqh91w5W/woZP3ohk42h2qfySSEZ5EsbEPBZqNup8ZMpmFN6hEqThCvqefQD2vOy1XPoHV8EKNnUAnupvwnZenwNwMwDXUVv9CIau+iCSR36HqFgM7JddzaYmqXrQoVEDkwBzSWflSVynOjAbPWf8K0qHPm8XckFv4cFkelQXwQ76qY4hWf1n1O+9Demy24D1jzJTjuqjiOIi0qjEixmJ65IIsbJkzT7nmCJlI4eWhcqOuZGC/M5EmYGXqZr8xzXC9HkNaa2OuJ4iKfUCAzMRLd4fhSNfgOJhxyFasIQXBvxDoNwNcqLbP2dg3Wd+jI1fvA3peLUJgM2VT8lWYu98r2huPWgATAmOhQi1kSqmv+gw7P6hVwKFCFHR9MW380K7YHcH4C4YxKe6BQfgCQB43SoMf/sTqN13O2vSSr2v8iyeX0TTmNhZyIZWFqwRSC1TElUsFIoov+ifUT76LP7df5TRstcgq/dMqxXUV9yP5KHfIFq9DOnax5BuWAGMrEeUWMNZSqKSOlINzVsBsGRUayci62AUM2jnVC918peBKwHT5wFzd0M0fw9Eux+EwoFHIV60Jy+8wg/FqJsFJXbhQUzGqlhzyfXY9O07G4W9gx6rlm9pNnS+RzDX/OYAmAXTqglmnnM8Fl18KrukSRnLf3S56FrQ3f0oOAA3jS+1JNy4DiM//F9U7ryea34b3c/kVs4Br5Up5fsD0z5x1riBzlA8/iKUT7yIpSl3iWzZrXlttMF72IXLkVKk61ZwHJ6StrB+JVL6b+NqYGgtIioRI71l0u8mgORELsNiSeZKma1SbWoRiEtAzzQG3GjWQmD2YsRzFgOzlyCetxuiOfM0ZShXu9t8XVtzT926LfWFXrEBay65DqO3359LV5ekqhA+CFEB9VBwqMYyzCW7XLSg5fM5b3kh5p1/vNTRuws6PD3OgLv1RdL7cgBuBuAUydgIRn96JcZv+yLiek3DiyI3KWxY3GsS8lVRjlw5EmfZsv9TtiWqFh90CsqnvBXxrEUNrK/LH6+tvz1mt+o7zgl4cCZyZRQYH0FK/45tAsaGkYxvAqrjSKtVZsmhBCkuIiqXkBZ7WQAl6p0OkBAKJVT19AE9faGfcXaRufrUrb/y7t9DS5BGf/co1n7w26gsfbxxMakMOMTvNaE8ZD7n1K2sHImFUfrKWPi+szDjhQfJIshbEToAd//bJHfoALz5SBOrGr/z+xj97seAyohmOEs2r8wxBLuSmEXpJvRLXopS+gezdWWHpIZ44cHoefl7ES/c3wG4pZcrpD6bLy5T07L9c9nHUmqaq13iwQqrzM3PKEgtx3T3cksjIuZNMfSDu7HuQ99BsnojUCiANaD1h5MPVUFd+G1OkCMPwJwkJ/HhwuwB7Hbp+eg/ZHGujq+1S+r2rZwBd/kIOwBPMMBpisq9P8Xwdf+JdNMTiCkxhFfzqmKs2c+WAS1zvYFuJszBIpW0I3VUmjYP5TPeh+K+xwkA74KlK9v/KulEn3dvtnrQfBPiXI1qq7v7drJgSaoJBr/2Mwxe+gOkwxV28xv8ilkzABabaYa5ufPtuTcAThIU912IPS49F+Ul3a4Ut/VPkQPw1tuso/ZwAJ4YgKsP343RGz6CZNW9XHrSzHCFCWdMl1hvfl6X7UUcgnlAsYziiW9G6ZizEZEAhWXWdtTT4he7K1uAu149OYR1n/khhq//DdKatiBsMAotOrWWWlXNJNarWewE2Kp+xgw4SdD/3IOx+N/PQHFuF2ulb+OD4wC8jYbrlN0cgCcG4Pq6xzH6/Y+jdv9Pss4sEfUG1nIjA2CrVQ1gbN9njJiRuTaO+JCXoudF70DUS83ZvdSiU94Rv06JphBYVu5fiTXvvw6V3z/Ez7DUA+R/CICNFasMKAFyTg2LAZg/i1iGctZf/yXmvfEkFKZ1Wd/kHfDgOADvACNO5UM4AE8MwOnYMEZ/9D+o/PpqLkGSuK4kV0mmp5Ym8WSSA13zwsmaX9gvlVbUK4gWHITSyz+MeN5eWexxKj8cfm1uAbOAAvCmW+/FukuuRbJ6ECgWkNTz+qvk85Hwij75IoiSB2BOYBSFMyklS7Hw38/EzDOOkPIjD800Lme8DKm730EH4InGl9SQ6hj75TcxfttnEY0PgVQdJMFEXM8CyjqRKAlgrWjN/OQuSvkSJq7GiFE67T0oHnKaHMdZcHe/XN10d0mC+tA41n/hVgx94bZQ/5uVE9nNStKVVApI60aR9swy20P5UT1FNH8mFl9yFqYdt0+mJNdNdtvOe3EGvJ0GnOq7OwBvYYQoEetPP8P4jR9FuuHxbGHOTLiOmME4k0DksqOcN05YcS5GTGBbHUb0zNeg/IJ/lkYEvtqf6q+HX19gwCkqD61h9/PYHfciKpdDtyiL8erqNAfAlmhO9b+5VC0CZnp9qnX0Hr0fFr77pejZjzqFubmbLeAA3OXPhAPwFhgwkeAn/4zRGy5B8vgf2I1MbudY9Q0lzcRaq+kxNC4slUqmnJWrLSUJxmmLUX7V/yCevUcDgHf5Y+a318kWYPXQBCO33osn33M10sFhzna2MiOr+zUAlvfC3NCk5R1LW2f7YYEUcEb1jFceg/l//wIU5wx4/e8Ez4gDcCe/OC1cuwPwlgE4GR3E2I8+jfofv0tZVNKCMIgEqAva+i+oIAcJdLCjOrilDYC13rReReG570DpmHO860sLz6dvMgUskKaoD41h3SdvwtDXSJ6VeiNb7TtQD3qs7HyWHs5aL899plT1yhKxUnqH6LXoK2PO374Qs88+GnEPqZU5BXYGvIs5QhyAt+yCTpMaKndeh+ptnwZq1PXFEq50rc9xLl3/BynKUPq4ebc6FeXAgkNRPuszIkvpfrcpgDB+CU9pgSTF+P0rsfrtX0Ht4SekOYWBLDe7MIWazQFYtDssHixuaJYIrSUo7jUXC/7lpRg4fl/2MHlIZvNRcAbc5e+mA/CWAZgAt/bQbzF+4weAwUdzcWCFTQptabVvFu/lJsDaGSnnmubsaK2HJCb9/H9D8ZCXqICHi893+WvWsbdn7RnXf/YWDF52k4ZNTNNZFpsiK6ntI5sY8EQAbNv2P+cAzH/7aejZe56z3y08IQ7AHfvqtHbhDsBbspOs1pNNg6jc9EHUl/9YFax4Dd+gXmjZzyLMIe436Ueuv1uyFcWFKTu6PgbsfjxKp30AUd8s07dsbcB8K7dAuyzAfRyBymPr8MTffxHVZY8DZWK/TGNl8an5VZQNbQIcqhcnoKwJ0NKdKvfTW8KsC0/EnAufg8IAJSS266Y66zwOwJ01Xlt9tQ7AT2EyrqFIUfn5l1D9xecRpRIHZrar+Jpqg4Y88OabNdjnXDesLJhdcGmCwonvQuGwl3tN8FY/tb5DWyxAHabiGGs/9UMMfur7iHsKmsxsylZUF6+Zzs1u6CCcDtR5zZohLL09hUWzMP9tp2H6Cw8WoRsH4AmH1AG4LU/65J3EAfhpADgCao/fi+oN70I6vIJX/jxX5LKhJesqDmIdrBrEdcMyq/C/WpIkv4uubjT3EBROvQTRjEV6ET4LTd6b4GdusIBqN48/sBqrLviUZD7HBdV9bgRg2o+w2no7W0tCe/4bAVhYcf+zD8CCd56O8p5zvP73KR49B+Aufy8dgJ9+gEmCb+zaf0b60G2IlWxHFwAAIABJREFUuL+sNVywvJFU6hpzq/7Q+CWnGc3dUgMY06o/Bg4/H8VjXi+9Up0GPP1g+BbtsQD1ZK4lWH3xVzFyw68QDfQhtpbL2nZQkqsyWcmsH5WIcXBWMythSeej0LWht4xZF5yI+W8+2WO/TzOaDsDtedwn7SwOwE9nekmzqt5zE2o3/T8twaA1vdQbSag3Y7uB8Rqe6nfCBkSYgyuEWdYyAgYWIz7uHxHvebwqYzkLfroR8e93sgWSlOt+N17zS6y/5Jsivcptr7W2twGAZRHKilhShKTBFvIICfhyDTC7oAWNi3vMxYL/dyYGjtvb15wOwJtZYJeaAR2An24y0zznTWsx/s2/Q7p+OaK4JBNNTElVmpBlshoGrJwJ3ciKJQgcOrapmEGEdPHxiI95E+LZKsfnTPjpBsW/31kWIOabpBj77Z+x9j3fQP2hNUCBOhg9HQATCCvosqdH2xA2ALC8DwOnHIaF7z4DhRm9XnrkAOwAvLPe5e45Lk1KCaq//ipqP/0E4p5+cGpJvnTRNOkZgPXONSuaM58NfFWggLcwVlzsRbTvSxAffi6ifpLk26XWgN3zmHT6nYhwM8YfWIUNH7teJCcRg5Khmd1qIpVITwq9tdwr2dW00jnYIgV6eQCm96C3B/P/9QzMOP0wr/1t4XlxF3QLRurkTZwBtzJ6WpK07lFUrnsrsOlRoFhGRM61PLiyp01jX+qI4ziYAXUAXwFkns8MbMuzEB30KsQHnoGoxwU6WhkV32YHWyBNUV2xDhs/90OMfO/XSMfqoZmCuJcl5tIMwLKYFJCW7RSsVahGWhbGSEn7+fj9sPj9Z6O0kJ7x3PO/g2+lWw7nANwtI7mF+3AAbnGA04TjvdU7LkPy2y8hKha07jFXxrtZ3a+qYlm7Qs2I5gnMErlYu1IjZ30LgIPPRbzfqUDBmjU4G25xhHyzbbWAqGWg9uRGbLziFoxccweSoTEgpbIjVkBXYBUBjnzzBSmuk3eAmXIUUz2AJhRGII0OObq4see98yWY/erjtJLAn+2nGzIH4KezUId/7wDc6gCKey5Z+zCq33sbouHHkRaKWhesk5ApXSkrpsxo8dapQ06FCbK/wzylk1oK9CwADr0IhX1PUeEPm8xavU7fzi2wFRZQt3N9wyZs/PqtGLn6J0gGRzieK1mGEQMrM1hqwKDJVgKqSn2tJp7eDy7HM2BVsI4iJNUaygfvgd0+fT5K86dpMsRWXOcuuqkDcJcPvAPw1gwwtUgifeivIL3rcoABWOp8xaWsGVZUA6zxL2lLqDXCnLglVZIMzsoUbF9REkqRlGciPuR1KOx/utKHXEOHrblc39Yt8FQW0FrfZGgUg1/9EUa//mMkm8aErTJ1JQAW5sqfMQDTE1pQVtsIwJLtTNsZKxa1LHo56uM1LPjAqzD7ZUfKFXmeQ0vPpgNwS2bq3I0cgLd27FKkGx5F9YfvRrp+GaJCSWUpJeHE5Pek3teSrxpFOUQ6V1lC+NcAnPZJkEZFRAf9DQoHnhnqKX3S2tqx8u23aAFVuUrGq9jwqeswfNXNmleo4EtMV4rbgSRGnb04RXZJW+ZVMwM2ALbnlGLGtOBMxiooP/tA7HHZhYhLRS892orH0gF4K4zViZs6AG/lqFEsuF5F7d7vIPnNpxGlifQKtnpfEyBQciBdXkQDOmPL8rt9Jpmk1sItFlEOFj1IEO3zCsQHvRpRebprRm/lUPnmW7CASqzW1g5h/ce+jvEbf8lJhcRyo7rW8TLz1aYLSaQATMxXaoIbRTcsBqxJWDkGTJkTUamERZ+8gLsesT/b2w62/Gg6ALdsqs7c0AF4G8YtTZAMPo7aLz+NdOXPEMW0qs/6AwegVQLBrjuddEi0Q+Jket4AvJI9ypmk+Xph8j4vfA6i/c9GNHNvIC65+24bhsx3EflTAs5kdAyVex7Axv+5BtW7/oSot49rf/nrOiVeies4TQiEI8QUB2bgpcRDcUk3AzDVxHO8OKRgRdJ2sFrHtNecgAVvPw1RuRjeAx+P1izgANyanTp2KwfgbRg6moGSGuoP/xT1u/4HGF0tgvLcqEFrjvLAGtBWVv9ZXbCCrrVyY+CVSVJc1HosOt+M/YG9Tke04FmIemdLfM6EPrbhFnyXXcgCgphIqzXUn1iH0Vt/g5FrbkZ9xZNAqReoGeuNkNY105l2SQqoU5cjZNnQqrlqrUVy8qlZtjQ/tgT09RTlQ3bHwveehZ4DF4WExF3I8tt9qw7A223CqX0AB+BtHZ8U6egG1O+5Cuny64H6mCZYETZqLaTV+ebqfRl8GastPpxlihI7tqQVTtBSgBW9DknOwvxjES1+DqKZ+7tbeluHblfajzWd60jWDaJy9zKM3fwLVO5cimRkXJorUEICM12t8U0o/CHMl2qIOK6bFHnRKHrOqnCVKzUK5qRsZ1XmiMjVPHsAc99yGma89JnOfrfxmXMA3kbDdcpuDsDbM1IpknUPov7bzwFP3MmklPNFrbFC3s0cXNAW/yXyoCw2l5QlYkNZH2H5UzR4CYTJnY3+RYjmHY1o3pHAzGcgKg9McBNeY7k9I9uR+yrTzV97fc16VO6+H+O/+j2qd93DDJhLilLp6yvZzgVlvtTVSACZ633DfxT7FVA2RSzh1FkDEes2yGpYFDYpFjDtrGMx9w3PQ3G+5S90pFUn9aIdgCfV/Dv/5A7A22NjckXXkTz2S9T/8DlEIyuD5GQI8oY6YGW01iZJy5YaYsEKvCEpyzSh80DOEE+JX2WgdwHSWYcgmn0ootmHIOqZpQ0d9J405ufZ09szxlN8X02oyo8xu5qfXIPxu+5G7XdLUb33ARAQR7U6lxAlzHJNIUPAmOK9Bsjyew6A6W8GWwVh6UCi8lemu2otfyV+3HfMfpj71tPQc/ASRAXv97utT5ED8LZarkP2cwDezoGiCbA2hvryG4F7vwwk40EfN8tszrKepWbYEq20XjiwXK0nNrZsbmiLEet2TIZDFVMBKM4A+pcAswSIMbA7UJ6exZF5ZtX79PrL7RzwSd69meVyEbl0L6qvW4/6Q4+g8rs/oHb3UtRWPol006hkNpvrOJHyIgNcAVoC5KIIbuQYcMKZ0BFS9kNLBjR9pi3A9CFsBGDavrjXAsx9y6mYdhJ5ZyhB0b0x2/rUOABvq+U6ZD8H4B0wUDQBVkeR3P0l4MFrgWJJhOuZSGQiHWEeMn1ok/VrYMMc8NX+wOp+5mMZguZriDMXoBCSGChMAwb2QUpJW9P3Aabtg6hvzlP0V8qOKxPrU9nDJ9Id8LQEDamwKNrsoGG1JN9sAcDSeh31VatRe+AB1JY/gNp9y5A+9AhnOad1aiBiMdtcba8BMAOrNVig7ynRipKw5HMW1CDQTVJ2S1MfbHFJa3yYH1P6PwNgScKKpvdj1v99IWadfSziHgff7X1eHIC314JTfH8H4B03QGllGPVffxTRqtsRlahjUqKJWVlMN8Ads2BNxLJJVnuWS0a1Eg0uS1IQV9UtQUltk9gUW+bkrZTSWhOgMB3omYOU5C0H9mZAjgb2lCxqVvHaFkDNAXZg1vnPWrHntpy3lePuiG1y3oJtPpweI5+lHrLaebC3/shUJlStoLZ6NZKHHkRt+XIkDy1HffUa1NesQzoyLKIwcZmBMqnrw8SJU1milcV1GWDZFU2XIr8LM5bkK0m4KsjXlBlNcWIuTVLG3AzAlN2PCDPOfy7mvvkFiHupXG7rb9P3aLSAA3CXPxEOwDtogE3Wb3QQ9V+8F4WNS6WhQm6+NclJjvHShEWZ0JoRbaJDpp6VidxLb9UMuE3C0pSzctevk3xQ4SLRkJT9j5rwRYykiLQ4DWnPIqR9CxGX5yPqnYu0ZzqiQh9AsWWua6YJtKAx5exfue6MlQWMyX329BbNFhBPv227t9hWAG7yJOhlc157+CrlKjNWk0pqnJ1M0qao079VpLUaUKsgGRtDOjKCZMM6pGueQPLEaiQrVyJZ9RiS4RFE1RrSKm1P5LiEhDtzKXMlxExikNCVZCwryAbmm4lrcMayZjZzHNiSsiwrWmO/BOYpPQvsoqb2hFmGPp8jjvle+k4/Cgv/9WUozKDF57atM9o92lP9fA7AU32EtvP6HIC304D53Yl1ElgOPoLk959CtHGZuA9Dvor2STV3MUs8SzxYWK4oanEWqelKyx+SfarHaZ7dGmqPG/BYsqdzkeYACxrYY+1p0veVDOseoEgg3KP/lYACKSQVERVpMUFCCiWkcZEnfp6U6fe4KGwqLiAqliSZxyb/OEbMDd0jRKzuJYwrMHjutEM/cpU0mdP29iPZ3w1/iX10nwY3bgN2Ktg1799A4LNtDCgpgUnQS+kbA1odSWpLooTtxardVBpWJfCkG6sjpvFPE9QrNUT1GqK0jnqliqheBRg0K/xvfXwMUa2KdJz+HgfGK0jHKkjHx4DRESSbRoBKRdgpZSvzPRADVbcwfUYPAwElASuzVroeY7sqpsFBXRXO4MSqzBUtpUYCqtwukI8lXY9AgKvbUg1wwsemc0ryFgNw9lDzuXtOPhQL330WigumyXi52tUOmVgcgHeIGafuQRyAd/DYMD1MkWxYjnTpFxWEDURpXlJQtOxoBWgGYIMhA2NzNZu4h7IKqxEW5SxNRs3VDRtAB56Zy6IWoho+0Ju3LelPAhG5B0FSRTBm0aKWxIDNH2fbMGZBwZbd4HJhQVBE/7ZdBcAyHyWBGa09bOERmCOf0C7Hzk+H1+6zfF5hlXYMvVQGQwZO/k41TnLb8ecMcqoCxQl1daR0M9ZJPklANa0CQqmCLKEWgVaCpJYIYNN2dfI4kKs4EVDm45ALl7anJgX0u8ROCeyEDWvHemagFJOVxUsGrBSXpSYgNjS0vQpjpDEiBmBzDUtMNyHFKnUjB9Uqy3xWiUkpPxLwpvNF6pJmcCUAZrc0XUtBronOSYtLezxo8UXHiGP0/eUhmPevr/Aevzt4KuE3KHtZd8LRp+Yhd6nIhQPwTngImVHWka5bhvSBq4HBpTJ75vSgaT5sAMKG5gzCdpmHKUAHYY7NwDPXIF2fXIHyHLYKFIbM6YbgXFO+j9UgG8Hkf83PrG72/He2bDCcVumGDLeZYSuIB9BW/ivq/RmYB7CXUqusVCa3GFAmStKJ0gU+IHBYHAjYyncZMOtigg+lwEgMlvLdGMDkOJmLmIZMPAPM3DkBiX4n0NZjMTuWaxPAlG0lhqq3xuQ4t58CJq9zGJj1GMw66W89Vk1AXjKUDcQ1NstsVV3MHO9VjwOf00Q09HdmurI4sgznLA4sCwER4cgYsoBy9h23IOSkLF0Y8LBFQKmE/ucdjjn/8GKUd5vtzHcnTCUOwDvBqFPpkA7AO2k0LM63njJTv4108I8MytILmJhDHiRNvjI4YrWTksXaMo8oCx3kknsaFsj2+WZLyIDMjaicv3UOUCsghv0zJpvHc9XrCtrCm1tQgEt+7GACWgwy9k0DyWZEUTA2dp0R8QxoLbkot700rM3AkH/XkyiICiDqYsBonF4mqzYZC1ZGzNdvvzPDNeYqICnxUAXj8Ldux1nEBOp6z/SvgS0DrV6reKzF6UD7MMsVNs6PCgGrJUQxCBtjNuaqCVO8QFCAZdc/sWZ1XxNAq3ciD8D5Ol8qQZK+v3mAzxKxTBNaGjHIsaP+XvS/6CjMuuhk9Ow1V0MtuxR32UkTR+NhHYDbYubJO4kD8M60vSbbbHwYycPfBdb+BiS8S0lVDE0597N4kDXWy+BMs3SuaQOxLN1PErUy93OGaJlrOS8/3eh2VlBkjJhowmwGTkvNzuzEewWKl4GsgatcvYFwIwDbrsSnGjzZ6lI2kMy+U/exHc8uTwFVUV3j2ArwjGA5Fprfl0FRGDADLxNic1OrW5w+D59lTFi888Jmg6eeQTj/ubHanIeewVcYLbNpY796Kfwdl//QsYllKrDTZ5rNLECtNbl8DGGj5GqW9YOAsclKMhOnzGVl49bZKLicjaUzqy3y/XDDBRXhCLFednerMAcrZqWIpg9g2sv/AjNedQLKu82RxaTX+u6UicQBeKeYdeoc1AF4Z4+FzLLpyBNIH/k+0tW3IiZqE8CVusYISAkJldicuKAzvejsOyWVIV5qvNGOobG9gK3qqm0A26diKjnWHU6VY6YN5srHjo3d5pzSyqizS9F0sICuCtSGyra9AqjRYfEy2zVQEpSAvjBM+VzivOoy5vVBIuDDWUa61NDvjWVa8pkxXY4rMzDRPhT71QRydscSQtk5BJQFTCVezK5uYoaBLasLWV3M/D1FIYzpMpulz+g6ie0aM46Y+VIjAwNdcVcrA6fbrZmLWLYlgCT2yu7zuriK+TwWS+ZFRl7dKtY4r7qxrQY4uJ0F2LmcKaFELXomCuzqjufMwoxzTsL0lx2L4pxpUq/uxHenTSIOwDvNtFPjwA7A7RgHZVrVYSSP/RiFx65jxSxqLahYoq5pU7jKi3fkY7cCPMZ+hXQIE7a4r7FkYb1yb8KsFaiCqpaBZzZ7Ckxl/89Hzk+u6nkN57L4q2VJBfJsrmtNlsptxwxSeKfmeWUuacn7MqBVsDPsDVjLDWutaVTmDjZwDWCec3krcApzz8WAA6CmEgfmuHEG5MzGCQgZ3KgPtP2u7J2ZqridCfwoUYvXVnYMZqQSvw2slo7FrmUF+7zLWV3JpGolYE77EViaa9pYLydmc32utBHMZCSJAcu1SPZ0YLQ5cJUkL7lfjpUTAGvSlSR4WalSzJ5zzoSuJCjutQQz/+Y0DDzvMMT9ZX24HH135gziALwzrTsFju0A3M5BUDa89o9Il38FUXUFl/tk7mQFyijSbOlscrMkKusrzMCrdUmSEZwxYAZbBeeJkiiNZWsqVGYASxJrcg9n3kViOxnrFMIq2cjNNMgyku3gsgDQpUCacI9Z2V0XJ3bJEiDN5WblkrjUrUyJXgkjSIzYAJuYZB68yQGrMWdjpxJctQWGuYqzJC5hk3p/li3NyczECOuaDWxua7pMc2Ur+FLWNQEgA7UCMbuXCUwNRJXZ5kHYbrlG7F4TnRhgBdxNnYoYO+s4W8JWUK0i9m3JVyoVqR2NJNtZ4sP2e8iy5oWM7MfH5QxoFeTg8REXdjJcRc9fHIrZ/3Ameg7dQ1pvOu62ZeJwAG6LmSfvJA7Abba91QqPrgH+fCXSwbs0Q5pqa42iNbqTBWwpXVcZL7cybJoB2fNs+5lEpYBejmM2/L6lCgf2OEoYVRh0OIDV7+Zt1lhOZMyW3bvZjqFESPbU6zI2nGe+CspSpiSbsntZQVkycjdnz7YNm5cBjYO8OVAmEFUmGpKxNAireC+x3UYAlmQr9RbUpQY4MGFjwMwkCRwNQGUbY/TEaAk0pexJXOfMPnNZ0MKQLSErZjczlzVZzFi/M5czH4dBWrwNtEgI2czMugV4QxKXSk+GhCoGXrKVCHAEALb64Chm1otiL/rPPAmz33A6CjN7xUNhDUXa/OrsiqdzAO7yUXcAnoQBVhCmHsLJyp8CT94GjK/O5bHkGjaEZK0ckAbszSkSGSWx5Cy7LU7YMrdufnsB8wZADKZQtprD+IDBganqxvlDBHBVd64gkJxFy4bsLmhBYXWvkgHUyKxDrbHhdd41rJ8xSGumsQljhBUGARrHdDVBStk6u4ftXATWJBeqgKyYLSBj5UfKcjPQJzDVNUTIglYEV3C1/UPtrrFfTuzSzGaOB0vcWIBX3M7BnU2ATd/pZ5zJbPsYu62JMpWBtyRsScxW4t+StBVpjFcWEyY5Sf/S9WRlSATO3I6Q1a0KKBy4D6a/5hQMnPIsGUNGbKe+7ZwxHIDbae1JOJcD8CQYPccCWZJw6GFgzR3AxnuA2kalfZJZapHaUJ9rrmWGDqGqUiOccwRPlOEc3MtGa/XY5rbV8igGmqa4L38QyK+6YAMI6i/qhWaGGiLO5qLOYruhztbw35A9KDywgrb0njAKzFQ8i+nmXc0s3sGxTlOIyLFmcwObyIeBuGY+W/ZzBv7WwEABmKmh/B6AXlmsZEHLwkGSsbQGmAGWQD0rNSIgZkEQBlsS+tAYuWU2W4xXXcvMxK2ZgglwsDgGJWBpxnRonJCBdAauVkIkNcSUWR1kJ0M3JHaZaH2zgjYBeKGEeOEC9J18DAZecgJKu80TlTZ2RTj4tnu2cABut8XbfD4H4DYbvPl0xiqqm5AO3od0/V3A8AOI6kPCUE3K0lKXJgDSEAO2+TGvnGUOX06jnsBtzcBp8dnAT8NV8tRrGdfmHtZFQL6mN1+ClLFqI9iGsiqZKM7RLN7KlyAgy//LxXIz1S3DYBPRYFotLC7HkkP9L4OuAiH7aBXQc8lavG+I19pxbVsFWLp3cj3b7pwdncvAVtexuJctIUvdzA1uZVWzYtDWe1H2G2LPGu+V+mJVzVJwl7gvxWiJNYsdGViJ0YaMaRXoyHU8ktIkE/SQZ0A6GtE1qP5zNZYOXvPnoeeoQ9D7vGPRe9i+iHt71OXswDtZs4QD8GRZvk3ndQBuk6Gf8jTmIgbS8fXApmVIN9yNaOQhoD6omdLUvSgDywwhs7KhoICVF43m35We5oPBfCxjw8oidUs7dsO0m9t3M4JsO+SAc4u3y8fRnGxz9QYWnDFlq+/NBD1yMVVlthL3tZhtDuzNm62smpcVJkcZYry6PclMGpPVsLXV9UpNsrBfk7MMbNnUqQJLFsbLmdB8fQqWVjOs/0o9cFZilMV+c3FjTq4yZisLAi5T0hIpBtxazJnb3LPXXNXWu1cTsoK0JYO3lhPlevymlZTVrOKFi1F65sHoPf5I9By2HwqzpmXD56x3UicIB+BJNf/OP7kD8M638VafgSb98TXAyAqkQ/cAww8ClTWIyNfJEyLp8oZioAYVImGDmTCCkF6BzGb8FUBXXG9Oaw3MuGl/Y5zMqIMmVrYe4BPlJD4UNxtUrqwESbeVnTO9ZgFWzSJWUDcQbShfyrmYZXO5QwFABTqWwsyxWwVniQ1TNraybgVIcWdrtrqJdeQyok2MQxio1vbquTjMrQBv9cQmN2lAG2v2s7i1VZSDAVbAW1zGmlSlrmmJJVtJk1wf1+TWJXtZjiPfW00xAbO1FRR3uGo30zbVBEmxF8W99kLpyEPQe9yRKO21BIV5szy7eatf1p27gwPwzrXvpB/dAXjSh2DiC7D4Z3WIwTjdtBzYdC8wthJRWpGJkjoRaUP0rPTIANOQNef+tTMFCpvPoNqSm1HZ80RXaYx3wu8U8htCyqYglV8KZOw/V3sUan0zhqvgarFgS8CylUVwLWeMWOLNGhs2UNYM6lAmFVzCtADIgFpAUA4e57KdRSFLj6uZzibcQcBIsWtTnwpsV7OdZTthxnkmnGU/S7a0gHzE7QaZLfP2+rm6n3mRUMvKi0i4g93L9D2XStN3KktJbQ8r9HURGJiB4kHPQPnYI1E+7CAU5s9BYQZ1MKLsZnc1T7XZwAF4qo3IDr4eB+AdbNAderhAH4GkAtSHkTIr/iOi0YeByjogHRVBj7gUaoEbuK4yVaGGIUisfzY7k1ubgAV3cyBqLl/2hjPSqRUseYpAy5LENJkqNGnImKu5pnlLdbdyLq91LWo4p1YWh+5GqqHM7Ftqe01qUsqDcjFglaAMZUImL2kxY3Y9GxBSBlWuEUMqClnGsK0ZQ0JxYpOnDpKRWXZ3xlCpa5IoazGI5piraD1bNrSCaZClzNcDUwvEnOvZOiIx66XPpcQpGatQjh+imbMQL1qC0uFHoHzc0SjtvhjxtAFEPWVZZTTlDOzQR9gPtl0WcADeLvNN/Z0dgKf+GMkVWhyX/q0jrYwgHV6OdOQBRKOPAeMrgajC/XpBTEcTuARS80xX4TEkZSmzVA9nIMmBmEq2bIMTO1ffK5dmcWYBV8F8reNVUBYRCKnpDQpbjOQEbipoYa5nKlFS+UipVc3A09zMoaMwAZl4w0U+kpOMKI9aGCG5mDnGa7Fiy1bWZC9xbVONcCY1Kc4HrRsmW2sNLwdbOYNZ5S21xMmaMtAxpCmCdHLi+l9l3Dx8tLsmcZmIB7udNbGKGt+LPGai7Ffjvsx2tcEEC3XQ33QNJA+p56JbrFLooopkrIq0fzaK+x2AwoHPQPnwI1A68ADEA32IitpLWG3vghpT+/13AJ7a47PdV+cAvN0mbPMBLIhpTetTpJVNQGU1MPo4UkrcGic39YjUuFrKLQMy90DUHGQF5RDTbSK1IbXYAJZmeG0ioUw0c04rPKvkpEB2LpvZFhDWoShYTMt9GF9zbLkpEzoQ31wGs7BXU7HSBUqDjGSOWTOYZwIbmRtZXcHsU1bJyDzjzoly8O6ajGXxX9OGFmENa9IgmswEqhJKln7CJhAi8VplxppsZUlZ4vYW+UmrEZZMZ5XBZLCOkdZSRLWa1hAXxd1M/XlnzENh34NRPOgQFPfeB4Ulu6MwrV/Xb3r/LqLR5vd1+07nALx99pvyezsAT/kh2sIFGhDT1wrGDEo1pLVRTtpKx1cJMFc3AMkY/xeRBjXFkGm7kKBl8VWRzWCFLMUk+dWglgAv03luZMv5uK4y0sDclYNrXFtYrBzTegULBhrtln9DLa26tbNtM6lH21BEN7IOS1aClMV6BYTl1BnDlmQs0ZcOoK5xYQFNK2USVSqr+xUGa7FcBXsm2uKK5q95fz2X7suaI6YXrRnR0kQhYlZL7D2pK4vmPsLW75f0MXqRlvsR9fQjLvUh6p+NaO4SRHvsjeIe+6Awbz6ivj5EBWW5ZBztc+xu5s58zx2AO3PcWr5qB+CWTTWFN8yh5QRXyYyruhGg2mIS+qhvAuqjVPOEtD6OiIG5goSAOakyOMt/dYmnSmqwHtmYbS7Wa37igNNSN2vFTaYiJfKW4g4WV6sdUo4dGkYE9M2DosV8ZcuQCMUgo4cithmStBrd1g0xYI4xC2iykEdOHct2bcUFAAAHXElEQVQ6JEnClMar7Xvaj0FRrtti01IXrEBtSV4a2w2ms45K2hRBMshFKIOy2hGVOXSQlnoQxb1AqQ9puQ8o9yEuDwA9A5xAFU2bhXjmXEQz5yKeMWtibYx8cpyXEU3h9/bpL80B+Olt1NFbOAB39PA9xcXnGWljDDjsxMBSRZRWkVK2TkrgS2xQA44pqTYJCNP3Am4CzGlaQ8QZPpSlWw1AzfFc/dvKkbnQhzJxmUCzgHEQBZEyZWW8BKzmGReczSQQjaIG0NYN7GYMMA32DeD1+IZJoQVhINuWQWYa0sJs+esApvn+ECLVSE0xqCmBuJ5Vc5lKwwpFUSWjDGTKUo9J7KKIqFgST0WROmAVWU85KlDyHG1TZAUq2pb+5f+KZaDUA5TKvO/m2t9ZCCGMZ/BodOszvevdlwNwl4+5A3CXD3CGtvKbAdhECc+NXmRFwPyG5n5WnWVmvpK5m0G8xXX1YOGLzD2cz6DeLA87B8D5MHTjxW/9mOmlTrijKIllPxNWVwXb6JassZ27E6u9bsg0t3psAWs2vwqjZHlsmxl9s85S4d5D0D2r8956S/genWQBB+BOGq1tuFYH4G0wWlfuMhEQ5G+0JcTuPMs83W1vzx1NZLJ8RvrTndsZ7fZYvyv2dQDuimHc8k04AHf5APvtuQXcAh1rAQfgjh261i7cAbg1O/lWbgG3gFug3RZwAG63xdt8PgfgNhvcT+cWcAu4BVq0gANwi4bq1M0cgDt15Py63QJugW63gANwl4+wA3CXD7DfnlvALdCxFnAA7tiha+3CHYBbs5Nv5RZwC7gF2m0BB+B2W7zN53MAbrPB/XRuAbeAW6BFCzgAt2ioTt3MAbhTR86v2y3gFuh2CzgAd/kIOwB3+QD77bkF3AIdawEH4I4dutYu3AG4NTv5Vm4Bt4BboN0WcABut8XbfD4H4DYb3E/nFnALuAVatIADcIuG6tTNHIA7deT8ut0CboFut4ADcJePsANwlw+w355bwC3QsRZwAO7YoWvtwh2AW7OTb+UWcAu4BdptAQfgdlu8zedzAG6zwf10bgG3gFugRQs4ALdoqE7dzAG4U0fOr9st4Bbodgs4AHf5CDsAd/kA++25BdwCHWsBB+COHbrWLtwBuDU7+VZuAbeAW6DdFnAAbrfF23w+B+A2G9xP5xZwC7gFWrSAA3CLhurUzRyAO3Xk/LrdAm6BbreAA3CXj7ADcJcPsN+eW8At0LEWcADu2KFr7cIdgFuzk2/lFnALuAXabQEH4HZbvM3ncwBus8H9dG4Bt4BboEULOAC3aKhO3cwBuFNHzq/bLeAW6HYLOAB3+Qg7AHf5APvtuQXcAh1rAQfgjh261i7cAbg1O/lWbgG3gFug3RZwAG63xdt8PgfgNhvcT+cWcAu4BVq0gANwi4bq1M0cgDt15Py63QJugW63gANwl4+wA3CXD7DfnlvALdCxFnAA7tiha+3CHYBbs5Nv5RZwC7gF2m0BB+B2W7zN53MAbrPB/XRuAbeAW6BFCzgAt2ioTt3MAbhTR86v2y3gFuh2CzgAd/kIOwB3+QD77bkF3AIdawEH4I4dutYu3AG4NTv5Vm4Bt4BboN0WcABut8XbfD4H4DYb3E/nFnALuAVatIADcIuG6tTNHIA7deT8ut0CboFut4ADcJePsANwlw+w355bwC3QsRZwAO7YoWvtwh2AW7OTb+UWcAu4BdptAQfgdlu8zedzAG6zwf10bgG3gFugRQs4ALdoqE7dzAG4U0fOr9st4Bbodgs4AHf5CDsAd/kA++25BdwCHWsBB+COHbrWLtwBuDU7+VZuAbeAW6DdFnAAbrfF23w+B+A2G9xP5xZwC7gFWrSAA3CLhurUzRyAO3Xk/LrdAm6BbreAA3CXj7ADcJcPsN+eW8At0LEWcADu2KFr7cIdgFuzk2/lFnALuAXabQEH4HZbvM3ncwBus8H9dG4Bt4BboEULOAC3aKhO3cwBuFNHzq/bLeAW6HYLOAB3+Qg7AHf5APvtuQXcAh1rAQfgjh261i7cAbg1O/lWbgG3gFug3RZwAG63xdt8PgfgNhvcT+cWcAu4BVq0gANwi4bq1M0cgDt15Py63QJugW63gANwl4+wA3CXD7DfnlvALdCxFnAA7tiha+3CHYBbs5Nv5RZwC7gF2m0BB+B2W7zN53MAbrPB/XRuAbeAW6BFCzgAt2ioTt3MAbhTR86v2y3gFuh2CzgAd/kIOwB3+QD77bkF3AIdawEH4I4dutYu3AG4NTv5Vm4Bt4BboN0WcABut8XbfD4H4DYb3E/nFnALuAVatIADcIuG6tTNHIA7deT8ut0CboFut4ADcJePsANwlw+w355bwC3QsRZwAO7YoWvtwh2AW7OTb+UWcAu4BdptAQfgdlu8zedzAG6zwf10bgG3gFugRQs4ALdoqE7dzAG4U0fOr9st4Bbodgs4AHf5CDsAd/kA++25BdwCHWsBB+COHbrWLtwBuDU7+VZuAbeAW6DdFtgVAfj/B9I5oOuAJW8kAAAAAElFTkSuQmCC" id="3"/></item></list></costumes><sounds><list struct="atomic" id="4"></list></sounds><variables></variables><blocks></blocks><scripts></scripts><sprites><sprite name="Sprite" idx="1" x="0.1158301158300219" y="-0.3474903474904636" heading="90" scale="1" volume="100" pan="0" rotation="1" draggable="true" hidden="true" costume="0" color="80,80,80,1" pen="tip" id="9"><costumes><list struct="atomic" id="10"></list></costumes><sounds><list struct="atomic" id="11"></list></sounds><blocks></blocks><variables></variables><scripts><script x="21.714285714285722" y="11.57142857142857"><block s="receiveGo"></block><custom-block s="set_data"><comment w="90" collapsed="true">change me with your data once you get everything working</comment></custom-block><block s="doSetVar"><l>mean</l><custom-block s="mean %l"><block s="reportMap"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>2</l><l/></block></autolambda><list></list></block><block var="data"/></block></custom-block></block><block s="doSetVar"><l>median</l><custom-block s="median %l"><block var="data"/></custom-block><comment w="90" collapsed="false">You need to finish this block</comment></block><block s="doSetVar"><l>standard_deviation</l><custom-block s="sd %l"><block var="data"/></custom-block></block><block s="doSetVar"><l>p^hat</l><custom-block s="phat %l"><block var="data"/></custom-block><comment w="90" collapsed="false">You need to build this block</comment></block></script><script x="233.7783223125" y="388.800003"><block var="data_list"/></script></scripts></sprite><watcher var="mean" style="normal" x="3.2375000000004093" y="219.61041450833346" color="243,118,29"/><watcher var="median" style="normal" x="3.2375000000004093" y="263.31666666666655" color="243,118,29"/><watcher var="standard_deviation" style="normal" x="5.395833333333371" y="306.4833333333334" color="243,118,29"/><watcher var="p^hat" style="normal" x="6.475000000000023" y="345.33333333333354" color="243,118,29"/><watcher var="data" style="normal" x="9.287500000000023" y="7.554166666666646" color="243,118,29" extX="134" extY="150"/><watcher var="total" style="normal" x="10" y="10" color="243,118,29" hidden="true"/><watcher var="item 2" style="normal" x="10" y="31.000001999999995" color="243,118,29" hidden="true"/><watcher var="a" style="normal" x="10" y="52.00000399999999" color="243,118,29" hidden="true"/></sprites></stage><hidden></hidden><headers></headers><code></code><blocks><block-definition s="set_data" type="command" category="lists"><header></header><code></code><translations></translations><inputs></inputs><script><block s="doSetVar"><l>data</l><block s="reportNewList"><list><block s="reportNewList"><list><l>Jan 2013</l><l>90</l></list></block><block s="reportNewList"><list><l>Feb 2013</l><l>100</l></list></block><block s="reportNewList"><list><l>Jun 2013</l><l>130</l></list></block><block s="reportNewList"><list><l>Sep 2013</l><l>150</l></list></block><block s="reportNewList"><list><l>Mar 2014</l><l>200</l></list></block><block s="reportNewList"><list><l>Dec 2014</l><l>300</l></list></block><block s="reportNewList"><list><l>Sep 2015</l><l>400</l></list></block><block s="reportNewList"><list><l>Jun 2016</l><l>500</l></list></block><block s="reportNewList"><list><l>Dec 2016</l><l>600</l></list></block><block s="reportNewList"><list><l>Apr 2017</l><l>700</l></list></block><block s="reportNewList"><list><l>Sep 2017</l><l>800</l></list></block><block s="reportNewList"><list><l>Jun 2018</l><l>1000</l></list></block></list></block><comment w="90" collapsed="false">sample data is year and graduation rate for PAUSD - has a minimum of 10 data points</comment></block></script></block-definition><block-definition s="mean %&apos;data_list&apos;" type="reporter" category="operators"><comment w="90" collapsed="false">Should report the mean value for your data.  With our sample data, this would return 94.47</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doSetVar"><l>total</l><l>0</l></block><block s="doSetVar"><l>item 2</l><block var="data_list"/></block><block s="doSetVar"><l>a</l><l>1</l></block><block s="doRepeat"><block s="reportListLength"><block var="item 2"/></block><script><block s="doChangeVar"><l>total</l><block s="reportListItem"><block var="a"/><block var="item 2"/></block></block><block s="doChangeVar"><l>a</l><l>1</l></block></script></block><block s="doReport"><block s="reportQuotient"><block var="total"/><block s="reportListLength"><block var="data_list"/></block></block></block></script></block-definition><block-definition s="label %&apos;text&apos; of size %&apos;size&apos;" type="command" category="pen"><comment x="0" y="0" w="90" collapsed="false">LABEL will stamp text on the stage at the given font size. The direction of the text is the direction the sprite is facing, and color will match the pen color.</comment><header></header><code></code><translations>de:drucke _ in Größe _&#xD;ca:etiqueta _ de mida _&#xD;es:etiqueta _ de tamaño _&#xD;fr:étiquette _ d&apos;une taille de _&#xD;</translations><inputs><input type="%txt">Hello!</input><input type="%n">12</input></inputs><script><block s="doRun"><block s="reportJSFunction"><list><l>text</l><l>size</l><l>process</l></list><l>var stage = this.parentThatIsA(StageMorph);&#xD;&#xD;if (this == stage) {&#xD;    throw new Error(&#xD;     &apos;LABEL cannot be used from the stage because the stage does not have a postion.\n&apos;&#xD;     + &apos;Use LABEL from a sprite to draw text.&apos;);&#xD;}&#xD;&#xD;if (typeof text !== &apos;string&apos;) {&#xD;    throw new Error(&apos;LABEL can only draw text, not a &apos; + process.reportTypeOf(text)); &#xD;}&#xD;&#xD;var context = stage.penTrails().getContext(&apos;2d&apos;),&#xD;    rotation = radians(this.direction() - 90),&#xD;    trans = new Point(&#xD;      this.center().x - stage.left(),&#xD;      this.center().y - stage.top()&#xD;    ),&#xD;    isWarped = this.Warped,&#xD;    len,&#xD;    pos;&#xD;&#xD;if (isWarped) {endWarp(); }&#xD;context.save();&#xD;context.font = size + &apos;px monospace&apos;;&#xD;context.textAlign = &apos;left&apos;;&#xD;context.textBaseline = &apos;alphabetic&apos;;&#xD;context.fillStyle = this.color.toString();&#xD;len = context.measureText(text).width;&#xD;trans = trans.multiplyBy(1 / stage.scale);&#xD;context.translate(trans.x, trans.y);&#xD;context.rotate(rotation);&#xD;context.fillText(text, 0, 0);&#xD;context.translate(-trans.x, -trans.y);&#xD;context.restore();&#xD;pos = new Point(&#xD;  len * Math.sin(radians(this.direction())),&#xD;  len * Math.cos(radians(this.direction())));&#xD;pos = pos.add(new Point(this.xPosition(), this.yPosition()));&#xD;this.gotoXY(pos.x, pos.y, false);&#xD;this.changed();&#xD;if (isWarped) {this.startWarp(); }&#xD;stage.changed();&#xD;</l></block><list><block var="text"/><block var="size"/></list></block></script></block-definition><block-definition s="keep items such that %&apos;pred&apos; from %&apos;data&apos;" type="reporter" category="lists"><header></header><code></code><translations>de:behalte Elemente, die _ aus _&#xD;ca:manté els elements on _ de _&#xD;es:mantener los elementos donde _ de _&#xD;fr:garder les items tels que _ de _&#xD;</translations><inputs><input type="%predRing"></input><input type="%l"></input></inputs><script><block s="doIf"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doIfElse"><block s="evaluate"><block var="pred"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><script><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="data"/></block><custom-block s="keep items such that %predRing from %l"><block var="pred"/><block s="reportCDR"><block var="data"/></block></custom-block></block></block></script><script><block s="doReport"><custom-block s="keep items such that %predRing from %l"><block var="pred"/><block s="reportCDR"><block var="data"/></block></custom-block></block></script></block></script></block-definition><block-definition s="combine with %&apos;function&apos; items of %&apos;data&apos;" type="reporter" category="lists"><header></header><code></code><translations>de:kombiniere mit _ die Elemente von _&#xD;ca:combina amb _ els elements de _&#xD;es:combinar con _ los elementos de _&#xD;fr:combine avec _ les items de _&#xD;</translations><inputs><input type="%repRing"></input><input type="%l"></input></inputs><script><block s="doIf"><custom-block s="empty? %l"><block s="reportCDR"><block var="data"/></block></custom-block><script><block s="doReport"><block s="reportListItem"><l>1</l><block var="data"/></block></block></script></block><block s="doReport"><block s="evaluate"><block var="function"/><list><block s="reportListItem"><l>1</l><block var="data"/></block><custom-block s="combine with %repRing items of %l"><block var="function"/><block s="reportCDR"><block var="data"/></block></custom-block></list></block></block></script></block-definition><block-definition s="if %&apos;test&apos; then %&apos;true&apos; else %&apos;false&apos;" type="reporter" category="control"><header></header><code></code><translations>de:wenn _ dann _ sonst _&#xD;ca:si _ llavors _ si no _&#xD;es:si _ entonces _ sino _&#xD;fr:si _ alors _ sinon _&#xD;</translations><inputs><input type="%b"></input><input type="%anyUE"></input><input type="%anyUE"></input></inputs><script><block s="doIfElse"><block var="test"/><script><block s="doReport"><block s="evaluate"><block var="true"/><list></list></block></block></script><script><block s="doReport"><block s="evaluate"><block var="false"/><list></list></block></block></script></block></script></block-definition><block-definition s="for %&apos;i&apos; = %&apos;start&apos; to %&apos;end&apos; %&apos;action&apos;" type="command" category="control"><header></header><code></code><translations>de:für _ = _ bis _ _&#xD;ca:per _ = _ fins _ _&#xD;es:para _ = _ hasta _ _&#xD;fr:pour _ allant de _ à _ _&#xD;</translations><inputs><input type="%upvar"></input><input type="%n">1</input><input type="%n">10</input><input type="%cs"></input></inputs><script><block s="doDeclareVariables"><list><l>step</l><l>tester</l></list></block><block s="doIfElse"><block s="reportGreaterThan"><block var="start"/><block var="end"/></block><script><block s="doSetVar"><l>step</l><l>-1</l></block><block s="doSetVar"><l>tester</l><block s="reifyReporter"><autolambda><block s="reportLessThan"><block var="i"/><block var="end"/></block></autolambda><list></list></block></block></script><script><block s="doSetVar"><l>step</l><l>1</l></block><block s="doSetVar"><l>tester</l><block s="reifyReporter"><autolambda><block s="reportGreaterThan"><block var="i"/><block var="end"/></block></autolambda><list></list></block></block></script></block><block s="doSetVar"><l>i</l><block var="start"/></block><block s="doUntil"><block s="evaluate"><block var="tester"/><list></list></block><script><block s="doRun"><block var="action"/><list></list></block><block s="doChangeVar"><l>i</l><block var="step"/></block></script></block></script></block-definition><block-definition s="join words %&apos;words&apos;" type="reporter" category="operators"><header></header><code></code><translations>de:füge Wörter zusammen _&#xD;ca:uneix les paraules _&#xD;es:unir las palabras _&#xD;fr:fusionne les mots _&#xD;</translations><inputs><input type="%mult%txt"></input></inputs><script><block s="doIf"><custom-block s="empty? %l"><block s="reportCDR"><block var="words"/></block></custom-block><script><block s="doReport"><block s="reportListItem"><l>1</l><block var="words"/></block></block></script></block><block s="doIf"><block s="reportEquals"><l></l><block s="reportListItem"><l>1</l><block var="words"/></block></block><script><block s="doReport"><custom-block s="join words %mult%txt"><block s="reportCDR"><block var="words"/></block></custom-block></block></script></block><block s="doIf"><block s="reportEquals"><l></l><block s="reportListItem"><l>2</l><block var="words"/></block></block><script><block s="doReport"><custom-block s="join words %mult%txt"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="words"/></block><block s="reportCDR"><block s="reportCDR"><block var="words"/></block></block></block></custom-block></block></script></block><block s="doReport"><block s="reportJoinWords"><list><block s="reportListItem"><l>1</l><block var="words"/></block><l> </l><custom-block s="join words %mult%txt"><block s="reportCDR"><block var="words"/></block></custom-block></list></block></block></script></block-definition><block-definition s="list $arrowRight sentence %&apos;data&apos;" type="reporter" category="operators"><header></header><code></code><translations>de:Liste $arrowRight Satz _&#xD;ca:llista $arrowRight frase _&#xD;es:lista $arrowRight frase _&#xD;fr:liste $arrowRight phrase _&#xD;</translations><inputs><input type="%l"></input></inputs><script><block s="doReport"><custom-block s="join words %mult%txt"><block var="data"/></custom-block></block></script></block-definition><block-definition s="sentence $arrowRight list %&apos;text&apos;" type="reporter" category="operators"><header></header><code></code><translations>de:Satz $arrowRight Liste _&#xD;ca:frase $arrowRight llista _&#xD;es:frase $arrowRight lista _&#xD;fr:phrase $arrowRight liste _&#xD;</translations><inputs><input type="%txt"></input></inputs><script><block s="doReport"><block s="reportTextSplit"><block var="text"/><l><option>whitespace</option></l></block></block></script></block-definition><block-definition s="catch %&apos;tag&apos; %&apos;action&apos;" type="command" category="control"><header></header><code></code><translations>de:fange _ _&#xD;ca:agafa _ _&#xD;es:atrapar _ _&#xD;fr:attrape _ _&#xD;</translations><inputs><input type="%upvar"></input><input type="%cs"></input></inputs><script><block s="doCallCC"><block s="reifyScript"><script><block s="doSetVar"><l>tag</l><block var="cont"/></block><block s="doRun"><block var="action"/><list></list></block></script><list><l>cont</l></list></block></block><custom-block s="ignore %s"><l>3</l></custom-block></script></block-definition><block-definition s="throw %&apos;cont&apos;" type="command" category="control"><header></header><code></code><translations>de:wirf _&#xD;ca:llança _&#xD;es:lanzar _&#xD;fr:lance _&#xD;</translations><inputs><input type="%s">catchtag</input></inputs><script><block s="doRun"><block var="cont"/><list></list></block></script></block-definition><block-definition s="catch %&apos;tag&apos; %&apos;value&apos;" type="reporter" category="control"><header></header><code></code><translations>de:fange _ _&#xD;ca:agafa _ _&#xD;es:atrapar _ _&#xD;fr:attrape _ _&#xD;</translations><inputs><input type="%upvar"></input><input type="%anyUE"></input></inputs><script><block s="doCallCC"><block s="reifyScript"><script><block s="doSetVar"><l>tag</l><block var="cont"/></block><block s="doReport"><block s="evaluate"><block var="value"/><list></list></block></block></script><list><l>cont</l></list></block></block></script></block-definition><block-definition s="throw %&apos;tag&apos; %&apos;value&apos;" type="command" category="control"><header></header><code></code><translations>de:wirf _ _&#xD;ca:llança _ _&#xD;es:lanzar _ _&#xD;fr:lance _ _&#xD;</translations><inputs><input type="%s">catchtag</input><input type="%s"></input></inputs><script><block s="doRun"><block var="tag"/><list><block var="value"/></list></block></script></block-definition><block-definition s="for each %&apos;item&apos; of %&apos;data&apos; %&apos;action&apos;" type="command" category="lists"><header></header><code></code><translations>de:für jedes _ von _ _&#xD;ca:per cada _ de _ _&#xD;es:para cada _ de _ _&#xD;fr:pour chaque _ de _ _&#xD;</translations><inputs><input type="%upvar"></input><input type="%l"></input><input type="%cs"></input></inputs><script><block s="doUntil"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doSetVar"><l>item</l><block s="reportListItem"><l>1</l><block var="data"/></block></block><block s="doRun"><block var="action"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><block s="doSetVar"><l>data</l><block s="reportCDR"><block var="data"/></block></block></script></block></script></block-definition><block-definition s="if %&apos;test&apos; do %&apos;action&apos; and pause all $pause-1-255-220-0" type="command" category="control"><header></header><code></code><translations>de:falls _ dann _ und pause $pause-1-255-220-0&#xD;ca:si _ fes _ i atura-ho tot $pause-1-255-220-0&#xD;es:si _ haz _ y páralo todo $pause-1-255-220-0&#xD;fr:si _ faire _ et mettre tout en pause $pause-1-255-220-0&#xD;</translations><inputs><input type="%boolUE"></input><input type="%cs"></input></inputs><script><block s="doDeclareVariables"><list><l>breakpoint</l></list></block><block s="doIf"><block s="evaluate"><block var="test"/><list></list></block><script><block s="doSetVar"><l>breakpoint</l><block var="test"/></block><block s="doShowVar"><l>breakpoint</l></block><block s="doRun"><block var="action"/><list></list></block><block s="doPauseAll"></block><block s="doHideVar"><l></l></block></script></block></script></block-definition><block-definition s="word $arrowRight list %&apos;word&apos;" type="reporter" category="operators"><header></header><code></code><translations>de:Wort $arrowRight Liste _&#xD;ca:paraula $arrowRight llista _&#xD;es:palabra $arrowRight lista _&#xD;fr:mot $arrowRight liste _&#xD;</translations><inputs><input type="%txt"></input></inputs><script><block s="doReport"><block s="reportTextSplit"><block var="word"/><l><option>letter</option></l></block></block></script></block-definition><block-definition s="ignore %&apos;x&apos;" type="command" category="control"><header></header><code></code><translations>de:ignoriere _&#xD;ca:ignora _&#xD;es:ignorar _&#xD;fr:ignore _&#xD;</translations><inputs><input type="%s"></input></inputs></block-definition><block-definition s="list $arrowRight word %&apos;list&apos;" type="reporter" category="operators"><header></header><code></code><translations>de:Liste $arrowRight Wort _&#xD;ca:llista $arrowRight paraula _&#xD;es:lista $arrowRight palabra _&#xD;fr:liste $arrowRight mot _&#xD;</translations><inputs><input type="%l"></input></inputs><script><block s="doReport"><block s="reportJoinWords"><block var="list"/></block></block></script></block-definition><block-definition s="%&apos;x&apos;" type="reporter" category="operators"><header></header><code></code><translations></translations><inputs><input type="%s"></input></inputs><script><block s="doReport"><block var="x"/></block></script></block-definition><block-definition s="numbers from %&apos;from&apos; to %&apos;to&apos;" type="reporter" category="lists"><header></header><code></code><translations>de:Zahlen von _ bis _&#xD;ca:nombres des de _ a _&#xD;es:números de _ a _&#xD;fr:nombres de _ à _&#xD;</translations><inputs><input type="%n">1</input><input type="%n">10</input></inputs><script><block s="doIf"><block s="reportGreaterThan"><block var="from"/><block var="to"/></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doReport"><block s="reportCONS"><block var="from"/><custom-block s="numbers from %n to %n"><block s="reportSum"><block var="from"/><l>1</l></block><block var="to"/></custom-block></block></block></script></block-definition><block-definition s="map %&apos;func&apos; over %&apos;data&apos;" type="reporter" category="lists"><header></header><code></code><translations>de:wende _ an auf _&#xD;ca:mapeja _ sobre _&#xD;es:mapear _ sobre _&#xD;fr:appliquer _ à _&#xD;</translations><inputs><input type="%repRing"></input><input type="%l"></input></inputs><script><block s="doIf"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doReport"><block var="data"/></block></script></block><block s="doReport"><block s="reportCONS"><block s="evaluate"><block var="func"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><custom-block s="map %repRing over %l"><block var="func"/><block s="reportCDR"><block var="data"/></block></custom-block></block></block></script></block-definition><block-definition s="median %&apos;data_list&apos;" type="reporter" category="operators"><comment x="0" y="0" w="90" collapsed="true">Reports the Median - ours is 94.5</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doDeclareVariables"><list><l>a</l></list><comment w="90" collapsed="true">Weird glitch - couldn&apos;t rename the variable - you should!</comment></block><block s="doSetVar"><l>a</l><custom-block s="sort %l ordering with %predRing"><custom-block s="map %repRing over %l"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>2</l><l/></block></autolambda><list></list></block><block var="data_list"/></custom-block><block s="reifyPredicate"><autolambda><block s="reportLessThan"><l></l><l></l></block></autolambda><list></list></block></custom-block><comment w="90" collapsed="false">creates an ordered list from smallest to greatest</comment></block><block s="doIfElse"><block s="reportEquals"><block s="reportModulus"><block s="reportListLength"><block var="a"/></block><l>2</l></block><l>0</l></block><script><block s="doReport"><block s="reportQuotient"><block s="reportSum"><block s="reportListItem"><block s="reportQuotient"><block s="reportListLength"><block var="a"/></block><l>2</l></block><block var="a"/></block><block s="reportListItem"><block s="reportSum"><block s="reportQuotient"><block s="reportListLength"><block var="a"/></block><l>2</l></block><l>1</l></block><block var="a"/></block></block><l>2</l></block></block></script><script><block s="doReport"><block s="reportListItem"><block s="reportSum"><block s="reportQuotient"><block s="reportListLength"><block var="a"/></block><l>2</l></block><l>0.5</l></block><block var="a"/></block><comment w="90" collapsed="false">You need to update.  How do you get the middle value?  What if the list is of even length?  Odd length?</comment></block></script></block></script></block-definition><block-definition s="append %&apos;lists&apos;" type="reporter" category="lists"><comment x="0" y="0" w="287" collapsed="false">Take any number of input lists, and create a new list containing the items of the input lists.  So&#xD;              APPEND [A B] [C D]&#xD;where the [,,,] are lists reports the list&#xD;              [A B C D]&#xD;not [[A B] [C D]].</comment><header></header><code></code><translations></translations><inputs><input type="%mult%l"></input></inputs><script><block s="doWarp"><script><block s="doIf"><block s="reportEquals"><block var="lists"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doIf"><block s="reportEquals"><block s="reportListLength"><block var="lists"/></block><l>1</l></block><script><block s="doReport"><block s="reportListItem"><l>1</l><block var="lists"/></block></block></script></block><block s="doIf"><block s="reportEquals"><block s="reportListItem"><l>1</l><block var="lists"/></block><block s="reportNewList"><list></list></block></block><script><block s="doReport"><custom-block s="append %mult%l"><block s="reportCDR"><block var="lists"/></block></custom-block></block></script></block><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block s="reportListItem"><l>1</l><block var="lists"/></block></block><custom-block s="append %mult%l"><block s="reportCONS"><block s="reportCDR"><block s="reportListItem"><l>1</l><block var="lists"/></block></block><block s="reportCDR"><block var="lists"/></block></block></custom-block></block></block></script></block></script></block-definition><block-definition s="reverse %&apos;data&apos;" type="reporter" category="lists"><comment x="0" y="0" w="223" collapsed="false">Reports a new list containing the items of the input list, but in the opposite order.</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doDeclareVariables"><list><l>helper</l></list></block><block s="doSetVar"><l>helper</l><block s="reifyScript"><script><block s="doIf"><block s="reportEquals"><block var="input"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block var="result"/></block></script></block><block s="doReport"><block s="evaluate"><block var="helper"/><list><block s="reportCDR"><block var="input"/></block><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="input"/></block><block var="result"/></block></list></block></block></script><list><l>input</l><l>result</l></list></block></block><block s="doWarp"><script><block s="doReport"><block s="evaluate"><block var="helper"/><list><block var="data"/><block s="reportNewList"><list></list></block></list></block></block></script></block></script></block-definition><block-definition s="remove duplicates from %&apos;data&apos;" type="reporter" category="lists"><comment x="0" y="0" w="209" collapsed="false">Reports a new list whose items are the same as in the input list, except that if two or more equal items appear in the input list, only the last one is kept in the result.</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doWarp"><script><block s="doIf"><block s="reportEquals"><block var="data"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doIfElse"><block s="reportListContainsItem"><block s="reportCDR"><block var="data"/></block><block s="reportListItem"><l>1</l><block var="data"/></block></block><script><block s="doReport"><custom-block s="remove duplicates from %l"><block s="reportCDR"><block var="data"/></block></custom-block></block></script><script><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="data"/></block><custom-block s="remove duplicates from %l"><block s="reportCDR"><block var="data"/></block></custom-block></block></block></script></block></script></block></script></block-definition><block-definition s="sort %&apos;data&apos; ordering with %&apos;function&apos;" type="reporter" category="lists"><comment x="0" y="0" w="204" collapsed="false">Reports a sorted version of the list in its first input slot, using the comparison function in the second input slot.  For a list of numbers, using &lt; as the comparison function will sort from low to high; using &gt; will sort from high to low.</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input><input type="%predRing"></input></inputs><script><block s="doDeclareVariables"><list><l>even items</l><l>odd items</l><l>merge</l></list></block><block s="doSetVar"><l>odd items</l><block s="reifyScript"><script><block s="doIf"><block s="reportEquals"><l></l><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><l/></block><block s="evaluate"><block var="even items"/><list><block s="reportCDR"><l/></block></list></block></block></block></script><list></list></block></block><block s="doSetVar"><l>even items</l><block s="reifyScript"><script><block s="doIf"><block s="reportEquals"><l></l><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doReport"><block s="evaluate"><block var="odd items"/><list><block s="reportCDR"><l/></block></list></block></block></script><list></list></block></block><block s="doSetVar"><l>merge</l><block s="reifyScript"><script><block s="doIf"><block s="reportEquals"><block var="#1"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block var="#2"/></block></script></block><block s="doIf"><block s="reportEquals"><block var="#2"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block var="#1"/></block></script></block><block s="doIfElse"><block s="evaluate"><block var="function"/><list><block s="reportListItem"><l>1</l><block var="#1"/></block><block s="reportListItem"><l>1</l><block var="#2"/></block></list></block><script><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="#1"/></block><block s="evaluate"><block var="merge"/><list><block s="reportCDR"><block var="#1"/></block><block var="#2"/></list></block></block></block></script><script><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="#2"/></block><block s="evaluate"><block var="merge"/><list><block var="#1"/><block s="reportCDR"><block var="#2"/></block></list></block></block></block></script></block></script><list><l>#1</l><l>#2</l></list></block></block><block s="doIf"><block s="reportEquals"><block var="data"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doIf"><block s="reportEquals"><block s="reportCDR"><block var="data"/></block><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block var="data"/></block></script></block><block s="doReport"><block s="evaluate"><block var="merge"/><list><custom-block s="sort %l ordering with %predRing"><block s="evaluate"><block var="odd items"/><list><block var="data"/></list></block><block var="function"/></custom-block><custom-block s="sort %l ordering with %predRing"><block s="evaluate"><block var="even items"/><list><block var="data"/></list></block><block var="function"/></custom-block></list></block></block></script></block-definition><block-definition s="assoc %&apos;key&apos; %&apos;a-list&apos;" type="reporter" category="lists"><comment x="0" y="0" w="289.3333333333333" collapsed="false">The second input is an &quot;association list,&quot; a list of two-item lists.  Each of those smaller lists has a &quot;key&quot; as its first item and a &quot;value&quot; as its second.  ASSOC reports the first key-value pair in the association list whose key matches the first input.</comment><header></header><code></code><translations></translations><inputs><input type="%s"></input><input type="%l"></input></inputs><script><block s="doIf"><block s="reportEquals"><block var="a-list"/><block s="reportNewList"><list></list></block></block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doIf"><block s="reportEquals"><block var="key"/><block s="reportListItem"><l>1</l><block s="reportListItem"><l>1</l><block var="a-list"/></block></block></block><script><block s="doReport"><block s="reportListItem"><l>1</l><block var="a-list"/></block></block></script></block><block s="doReport"><custom-block s="assoc %s %l"><block var="key"/><block s="reportCDR"><block var="a-list"/></block></custom-block></block></script></block-definition><block-definition s="%&apos;#&apos; map %&apos;function&apos; over %&apos;lists&apos;" type="reporter" category="lists"><header></header><code></code><translations></translations><inputs><input type="%upvar"></input><input type="%repRing"></input><input type="%mult%l"></input></inputs><script><block s="doWarp"><script><block s="doDeclareVariables"><list><l>mapone</l><l>mapmany</l></list></block><block s="doSetVar"><l>mapone</l><block s="reifyScript"><script><block s="doIf"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doSetVar"><l>#</l><block var="count"/></block><block s="doReport"><block s="reportCONS"><block s="evaluate"><block var="function"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><block s="evaluate"><block var="mapone"/><list><block s="reportCDR"><block var="data"/></block><block s="reportSum"><block var="count"/><l>1</l></block></list></block></block></block></script><list><l>data</l><l>count</l></list></block></block><block s="doSetVar"><l>mapmany</l><block s="reifyScript"><script><block s="doIf"><custom-block s="empty? %l"><block s="reportListItem"><l>1</l><block var="data lists"/></block></custom-block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doSetVar"><l>#</l><block var="count"/></block><block s="doReport"><block s="reportCONS"><block s="evaluate"><block var="function"/><custom-block s="%upvar map %repRing over %mult%l"><l>#</l><block s="reifyReporter"><autolambda><block s="reportListItem"><l>1</l><l/></block></autolambda><list></list></block><list><block var="data lists"/></list></custom-block></block><block s="evaluate"><block var="mapmany"/><list><custom-block s="%upvar map %repRing over %mult%l"><l>#</l><block s="reifyReporter"><autolambda><block s="reportCDR"><l/></block></autolambda><list></list></block><list><block var="data lists"/></list></custom-block><block s="reportSum"><block var="count"/><l>1</l></block></list></block></block></block></script><list><l>data lists</l><l>count</l></list></block></block><block s="doIfElse"><custom-block s="empty? %l"><block s="reportCDR"><block var="lists"/></block></custom-block><script><block s="doReport"><block s="evaluate"><block var="mapone"/><list><block s="reportListItem"><l>1</l><block var="lists"/></block><l>1</l></list></block></block></script><script><block s="doReport"><block s="evaluate"><block var="mapmany"/><list><block var="lists"/><l>1</l></list></block></block></script></block></script></block></script></block-definition><block-definition s="empty? %&apos;data&apos;" type="predicate" category="lists"><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doReport"><block s="reportEquals"><block var="data"/><block s="reportNewList"><list></list></block></block></block></script></block-definition><block-definition s="%&apos;#&apos; keep items such that %&apos;pred&apos; from %&apos;data&apos;" type="reporter" category="lists"><header></header><code></code><translations></translations><inputs><input type="%upvar"></input><input type="%predRing"></input><input type="%l"></input></inputs><script><block s="doDeclareVariables"><list><l>keep-helper</l></list></block><block s="doSetVar"><l>keep-helper</l><block s="reifyScript"><script><block s="doWarp"><script><block s="doIf"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doReport"><block s="reportNewList"><list></list></block></block></script></block><block s="doSetVar"><l>#</l><block var="count"/></block><block s="doIfElse"><block s="evaluate"><block var="pred"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><script><block s="doReport"><block s="reportCONS"><block s="reportListItem"><l>1</l><block var="data"/></block><block s="evaluate"><block var="keep-helper"/><list><block s="reportCDR"><block var="data"/></block><block s="reportSum"><block var="count"/><l>1</l></block></list></block></block></block></script><script><block s="doReport"><block s="evaluate"><block var="keep-helper"/><list><block s="reportCDR"><block var="data"/></block><block s="reportSum"><block var="count"/><l>1</l></block></list></block></block></script></block></script></block></script><list><l>data</l><l>count</l></list></block></block><block s="doReport"><block s="evaluate"><block var="keep-helper"/><list><block var="data"/><l>1</l></list></block></block></script></block-definition><block-definition s="%&apos;#&apos; for each %&apos;item&apos; of %&apos;data&apos; %&apos;action&apos;" type="command" category="lists"><header></header><code></code><translations></translations><inputs><input type="%upvar"></input><input type="%upvar"></input><input type="%l"></input><input type="%cs"></input></inputs><script><block s="doSetVar"><l>#</l><l>1</l></block><block s="doUntil"><custom-block s="empty? %l"><block var="data"/></custom-block><script><block s="doSetVar"><l>item</l><block s="reportListItem"><l>1</l><block var="data"/></block></block><block s="doRun"><block var="action"/><list><block s="reportListItem"><l>1</l><block var="data"/></block></list></block><block s="doSetVar"><l>data</l><block s="reportCDR"><block var="data"/></block></block><block s="doChangeVar"><l>#</l><l>1</l></block></script></block></script></block-definition><block-definition s="sd %&apos;data_list&apos;" type="reporter" category="operators"><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doReport"><block s="reportMonadic"><l><option>sqrt</option></l><custom-block s="mean %l"><custom-block s="map %repRing over %l"><block s="reifyReporter"><autolambda><custom-block s="square %n"><block s="reportDifference"><l></l><block var="mean"/></block></custom-block></autolambda><list></list></block><custom-block s="map %repRing over %l"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>2</l><l/></block></autolambda><list></list></block><block var="data_list"/></custom-block></custom-block></custom-block></block></block></script><scripts><comment x="12.85714285714289" y="138.28571428571428" w="90" collapsed="false">Calculates the standard deviation.  You do NOT need to alter this block.</comment></scripts></block-definition><block-definition s="square %&apos;num&apos;" type="reporter" category="operators"><header></header><code></code><translations></translations><inputs><input type="%n"></input></inputs><script><block s="doReport"><block s="reportProduct"><block var="num"/><block var="num"/></block></block></script></block-definition><block-definition s="phat %&apos;data_list&apos;" type="reporter" category="operators"><comment w="176.85714285714286" collapsed="false">This statistic is calculated by the (number of successes) / (total number of outcomes)</comment><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doReport"><block s="reportQuotient"><block s="reportListLength"><block s="reportKeep"><block s="reifyPredicate"><autolambda><block s="reportOr"><block s="reportEquals"><l></l><l>500</l></block><block s="reportGreaterThan"><l></l><l>500</l></block></block></autolambda><list></list></block><block s="reportMap"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>2</l><l/></block></autolambda><list></list></block><block var="data"/></block></block></block><block s="reportListLength"><block var="data"/></block></block></block></script></block-definition></blocks><variables><variable name="data"><list id="1507"><item><list struct="atomic" id="1508">Jan 2013,90</list></item><item><list struct="atomic" id="1509">Feb 2013,100</list></item><item><list struct="atomic" id="1510">Jun 2013,130</list></item><item><list struct="atomic" id="1511">Sep 2013,150</list></item><item><list struct="atomic" id="1512">Mar 2014,200</list></item><item><list struct="atomic" id="1513">Dec 2014,300</list></item><item><list struct="atomic" id="1514">Sep 2015,400</list></item><item><list struct="atomic" id="1515">Jun 2016,500</list></item><item><list struct="atomic" id="1516">Dec 2016,600</list></item><item><list struct="atomic" id="1517">Apr 2017,700</list></item><item><list struct="atomic" id="1518">Sep 2017,800</list></item><item><list struct="atomic" id="1519">Jun 2018,1000</list></item></list></variable><variable name="mean"><l>414.1666666666667</l></variable><variable name="median"><l>350</l></variable><variable name="standard_deviation"><l>292.8440521658053</l></variable><variable name="p^hat"><l>0.4166666666666667</l></variable><variable name="total"><l>1029091.6666666667</l></variable><variable name="item 2"><list struct="atomic" linked="linked" id="1520">105084.0277777778,98700.69444444445,80750.69444444445,69784.02777777778,45867.36111111112,13034.027777777783,200.69444444444497,7367.361111111108,34534.027777777774,81700.69444444444,148867.3611111111,343200.6944444444</list></variable><variable name="a"><l>13</l></variable></variables></project><media name="Unit 3 - Big Data Project" app="Snap! 5.1, http://snap.berkeley.edu" version="1"></media></snapdata>