Sep 10, 2013
![Russ Lyon Sotheby's International Real Estate Market Share](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA7wAAALkCAIAAACji65OAAAB1WlUWHRYTUw6Y29tLmFkb2JlLnhtcAAAAAAAPHg6eG1wbWV0YSB4bWxuczp4PSJhZG9iZTpuczptZXRhLyIgeDp4bXB0az0iWE1QIENvcmUgNS4xLjIiPgogICA8cmRmOlJERiB4bWxuczpyZGY9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkvMDIvMjItcmRmLXN5bnRheC1ucyMiPgogICAgICA8cmRmOkRlc2NyaXB0aW9uIHJkZjphYm91dD0iIgogICAgICAgICAgICB4bWxuczp0aWZmPSJodHRwOi8vbnMuYWRvYmUuY29tL3RpZmYvMS4wLyI+CiAgICAgICAgIDx0aWZmOkNvbXByZXNzaW9uPjE8L3RpZmY6Q29tcHJlc3Npb24+CiAgICAgICAgIDx0aWZmOlBob3RvbWV0cmljSW50ZXJwcmV0YXRpb24+MjwvdGlmZjpQaG90b21ldHJpY0ludGVycHJldGF0aW9uPgogICAgICAgICA8dGlmZjpPcmllbnRhdGlvbj4xPC90aWZmOk9yaWVudGF0aW9uPgogICAgICA8L3JkZjpEZXNjcmlwdGlvbj4KICAgPC9yZGY6UkRGPgo8L3g6eG1wbWV0YT4K5JKPKQAAQABJREFUeAHsnXlglMX9/3cB8Wv9QSCIpYAUESWCAiqnFFIuEag1HB6Icgh4IkehoiCJAUFRbqhAATk8EOWyHohcBVtRQAUUDXJIkagViYCtVgXye+9OMnnybJLdhITsbl7PH8ucn5l5zRrf+eTzzHjT09M9PBCAAAQgAAEIQAACEIBA7gRK5V5FDQQgAAEIQAACEIAABCDgI4Bo5nsAAQhAAAIQgAAEIACBIAQQzUEAUQ0BCEAAAhCAAAQgAAFEM98BCEAAAhCAAAQgAAEIBCGAaA4CiGoIQAACEIAABCAAAQggmvkOQAACEIAABCAAAQhAIAgBRHMQQFRDAAIQgAAEIAABCEAA0cx3AAIQgAAEIAABCEAAAkEIIJqDAKIaAhCAAAQgAAEIQAACiGa+AxCAAAQgAAEIQAACEAhCANEcBBDVEIAABCAAAQhAAAIQQDTzHYAABCAAAQhAAAIQgEAQAojmIICohgAEIAABCEAAAhCAAKKZ7wAEIAABCEAAAhCAAASCEEA0BwFENQQgAAEIQAACEIAABBDNfAcgAAEIQAACEIAABCAQhACiOQggqiEAAQhAAAIQgAAEIIBo5jsAAQhAAAIQgAAEIACBIAQQzUEAUQ0BCEAAAhCAAAQgAAFEM98BCEAAAhCAAAQgAAEIBCGAaA4CiGoIQAACEIAABCAAAQggmvkOQAACEIAABCAAAQhAIAgBRHMQQFRDAAIQgAAEIAABCEAA0cx3AAIQgAAEIAABCEAAAkEIIJqDAKIaAhCAAAQgAAEIQAACiGa+AxCAAAQgAAEIQAACEAhCANEcBBDVEIAABCAAAQhAAAIQQDTzHYAABCAAAQhAAAIQgEAQAojmIICohgAEIAABCEAAAhCAAKKZ7wAEIAABCEAAAhCAAASCEEA0BwFENQQgAAEIQAACEIAABBDNfAcgAAEIQAACEIAABCAQhACiOQggqiEAAQhAAAIQgAAEIIBo5jsAAQhAAAIQgAAEIACBIAQQzUEAUQ0BCEAAAhCAAAQgAAFEM98BCEAAAhCAAAQgAAEIBCGAaA4CiGoIQAACEIAABCAAAQggmvkOQAACEIAABCAAAQhAIAgBRHMQQFRDAAIQgAAEIAABCEAA0cx3AAIQgAAEIAABCEAAAkEIIJqDAKIaAhCAAAQgAAEIQAACiGa+AxCAAAQgAAEIQAACEAhCANEcBBDVEIAABCAAAQhAAAIQQDTzHYAABCAAAQhAAAIQgEAQAojmIICohgAEIAABCEAAAhCAAKKZ7wAEIAABCEAAArkTODr7jioxsc6n4sVNBr366ancuxS4xj9WxQv6/vXb0wW2EXLHk8e3zxzS9tdmZZXaDXl89ecnQ+7syd9UD7x8W6XYipd2XPJVCCOcTFt6fZUQG5/eMK5hTMUKrYZu/TEEy2ejyentg66OrRjTYPzmwvqGmDWepW9FXogQzXnRoQ4CEIAABCAAATcB7/F9zw3o9NgH+ZCYbhPFnz+97/Eef3hk8Ye/mKmkf7D4qdtu6fvmt3nMzMjB8re9/HUejQqhqkyFSy6rWgh2Mk0Uveg8W2QyV1RM/yKaiwk8w0IAAhCAAAQih0B6qRuf+OzbNN/zzedLO1fz/JS24s13f9koN2dsbJWLkz845fE7U/1pn5g+/cm6sR2vjK0oP26ldn+etTXNv9YfDrw14o4rKqmw4oXX9Vr8wZGQCPg9r9ay58SHY+pk+lazDMZWvOYPY9b4/d+mfWyFW8Y/O+SaKhqs7YS/f+dyXZ/Y+cJz7/5U8dIx73zjW9Th7bNaVvPufWXxRp8gdky+whV3PPimzwMtXdjoumcPerxl3ry7ToPx753y+ubuPfWfd4dfV6VCxQs7DX3PrNHhwM6aUsY6S3274bG2lf1MHnl5//+Mu9o6ZX3Ss6KB6fGk/ybukgq+uRx4afyttdUlVg7++557272QDMu+f4zzu/ItDy+8K2tKUsxXd5l0qLT39Csjav/e75D++v3n+qiBTDpXp6EvSXzxjSFXV47tOz9llv68UNFlyj9U4HxcZLaecmrLHDcol6n67Ge1z883xD+zov9wLqzoR2MECEAAAhCAAASigkB6vUvjSqfnspSTaS//6fYp76V6fMoy/YP5D/d5YqXU3tHFSb1mv/6lr5f35PbXBt/zpzw9u5nGy8S2S2hf9kfJ9Hf0F//T299Y8bWnzCWX1zr39L5JA3vNMQY93s/fmdq745C1R/yDqu85u194YvGBn5X6cErf6Tty9ot/svE1iVfPr2rd8spHad+deOGmKtJts/rZyZf68vV5PXL1QHtLv//M8Ge3/1zKe/LdZ+6a7QtIOLY8qc/oDAe2pjTlnj6zUjLiFLw/Hnh65OQPfbn0D56+675FH1fs+Mc2ZUr9682V7yu44sTON9Yc9JSLu+w3pTNX7vEcWP7IvRPf8stxOfhfHH5H4vq8f9Pwlv741SdW2in9w4j7LIOnjq/9c59Br6iByrS6ub3+9OTenzLql466c/HBk5na0GXKH27hms+gzvcv/zYTeNYgmalcNiijOgf77m/ILb1CCmjJHK+I/80EU8TDYB4CEIAABCAAgcglID/lQ5dd4PN3xl548S2vf/GbmyeNvfGCXNbj9Rxa/8q2n05f0fvN1LS0j16+vYL3y3c37/0hbd2qtT+fFzN43TcZ7upD/3jvUM5a1mW50nU+cZm6N0XK+7vPUr72nLquU5cLDi5PnCpv8SWDXtuTlvbt1qHNyv7v+JIXVmbGQ/9yutNj+w+tH1LZ4/k5Q3BnmS3f4Lbbm5373d4XR93ZuKrPS5007UkT0yzdNvaTn8o06716n88DPbZOWe8+eaC/aTR9+1t31PSkn7x+zp6dI5uaXxh+Ov+qqZ9++9btKvdr3/+krVnwYmqta/+yXQ7sb7eP/WO1EylzV/zz9Dn+kU/+2G5e5lRPe957fv72Sm1vbHyu96uU/cc8nm/3pXybXvp3Xdr/ulSj6R8c2zylyXmeo2/9bcPJUxcNX3UkLe3ArF5Vf/pu87Yg0eTZp7T8w2ajPlg5rMYp/a1gwr6/T2nyzVsL3tD2Tdj2tfGvV/9ly9wXdvuEvPentO/qD3rvq+++XdCvst+Pnt2UT9n755PxZ4e94zuXPVX6rTdW1ZziJNOkdKZT3/tF3hvkcdv/j/8bUlqEP0k7sm9Wk7Leo/989R95RcxkbejZSCGazwZlxoAABCAAAQiUHALpnho+LVjq44V/uLH3lBXbqz244P23pjT5f8ZhfHxqtxb3TZv9wRV3vLBlb9LVZULi4jd46h8r16b6dNVPF7a44XeVTx/87JOT6aV/P2BgM+niUrV79m1T2utrkxFyfLph4+YV/eIvpyFK1R792jvPPJb4h0ZlT/u81DOSn7itTfNH3zn6+ae7fy51ql3fEU1jfR7oW3u390vDv2Vqcaex9NL1WjZSs8zHm6rfFn6WtfsbXRgbe0Gj0X/7Mt2n9dP8vub0cpdfe4VvqrVatKiS7vVp5e99TM79xicNj6716ePrOv3xAoc28/+2UPqLiV06DBn/13/9pu+L734wspXDEZ05cNa/7ill1fhTftVb6quXRzRW3Er1Rve+ner9+eie/d/5vcWn2t1256Xn2h45mKp0z7Nf71k7+fLv5j81I3He2p/zmkqpU/ty2aB/myEC7JeOveXNrw+serrBgecmJo/564e+vxKE0+PYmHCaFnOBAAQgAAEIQCB8CDhimn2e41JfvTL+uY/9SjDHOZaJveW1lDVPPTz895e+N23ChJF9m/cYrxgASa6UV6c/dM8dF254bsITEqktZqaE5Gn2+CM0yny3Z+/+A3sO/uR3x+Y4cL4KS9Xqet+QxW99fSwt7ZO10//Y6Nzv9s2c+/qRTEdpvmw5GqdnuNh9sdJ65Li964LcbfplsXf33v37P93t/2WgisOUx1Prphd2vzX1oUc6ez9dPGHCuB7XdpqTB/dsXXPPZLiuzfzS0hSUcoEnt0ib7FZOvz+rQ732w9d9UvZXnmbxrcvm/hXI3i/E3Ol9YzvF/XHw2q9+Pn1h41b1yobY7Ww1QzSfLdKMAwEIQAACEIgGAr++qsVlZT0+92RaqZqX1fV5itO/PXrC7/c16/P6jmuodHHn1052GfbIiyn6O/u5J7fMW7Jl25i42It7zzj/xnseff2jvY93PjdNoQu+MOVQHonL9unfvTR25EvfZrhj/aN7T/197sx3FeZ7et/zCzac8oc3ZJedORs3Z8Bd84clB/yqvcpV1zaueoHPb/rLxXXrlT1det2CCb4X+3448OIi+VPdDuCcbaq0Uu24C7zeL/7xxoc5RB57v9/z6t8/PXXq+PbXN33tTc941c/nRD/v0IsPjXjt84BfBvynUlze/vmY9oOmPPvxtjnXe31BHb4A6II+FS+Lq+Ip9dU/Vm43ry3my86ptJdHJW9LP9VuwISh9/Wq8s3H/sDo3EycLl1bX4+cNujXOXfxHvKHc1Ru0m/EyAe7VDl6EE9zzqAohQAEIAABCEAgsgic8vzmGr+APvH8LZdc0Ou5n3ynPfieUs16DKh77slNE5v+RjHQte/d+nN6jRZNrrjmtp6+MOLEaxW6EHvpyNd/Pq9iq8aXB/yF3xE/7Yuhzjxcwh+h8eWH21MrKjbDr4trdftTz5reY/un/6GOYiGaTHn35/+L6XFbF2d4g5lPDp81ruvbqZr3gImj0Ci+UIrU8pc9OqJPXM8/3VdFL/Yt6qgzK6o3Gr3n5/TaN/ZqbZV4ttMzXJbTz7/q/qH6ZcBMyTf72Co1H1ibqU9/Pvbm/S0qV774+gW+9/Ca9ux3zXke40Q/9187d6YFSvNSV/ce0LiUd9vDrXxHbjS6+8309KrNWjkiKFzj55HNOD1je5N7H25+bsbq/BOs2OSOkF7HlO3S/rPw0kWgbmzlmoN3eLK7gg2ZrNMz0i/K5wb5fuXweI++d3+92Nhr7lrjzW4+j8WdpSo8zWcJNMNAAAIQgAAEooKAOUU4vfTRtG9PnVer5/ik6yp6PGUrdkxKvuV8s8B0hQLfO/+5oU2r+f/on16m0R+mzZ58/QWlag+bufjuzlX9ccbpMbVvnfjsmLaK8Q3tMWdoGF9yhquyVKMnlr14V6bBi68dsmj11PaVQ4o0KBPTfs4rS/7c6yrzip7HP8nlrw2MK+0pf9UjK1/KnPzpqp37L1m64HrfS4+lanfqelWwGOxK/We8+tSfrvMHOqdffO3A6VpjRtRzeqUmgx690z+i9+r7/vp07yvMLwz+CA1PeqXMXwYcPEpdc/esWcONNb2qd3W/xxc+1KViPsVbqbodEvTHAfMobnjhazP7GGhaXd8Zs7Q1jiHzSpZqNPKvg2rL1OmqNz648LFbq5z2nl79+F92pOdCJpcNymUI/coxaNqfrhKUshWve3TJjE5VPeml35gxfmtooSO5WC3M4nQeCEAAAsVP4H8Hpl6S9aOty4upWVP65dvnmsobk/E0n/FRVlV+U3aU60bt/SW/nf3t/73mHv9Eyt6/5Ke8DJzau2TGwy1qZc7aU7Zltyde2HD0VFaffQ+1NLV3rf1fVulZT/38wn3l7CxzTITMypoKfUUF6HLWCTFgGBE4tf3p62LL9XjpqzCaU6FM5b/7Zza7oGKfOUccPyIKxTBGCpVAPn9ZyfEnKoUQgAAECpfA629vzopl++/BT1POIIKvcGcWirWTx9695/dX9njg8X8esM1/fnv5Q7e1uabfjH2Z56HaKhIQgEBwAv4Q5Avaj9oam4M7Nnj3sG1h7mHxBYH8dH32czPCdsoleGKI5hK8+SwdAmFL4Of3Nnz4Q+bs9r7z9+OZ6Uj49/SGqXfMeft/Hk/NWx9591ufm+PUrjcfudbndT64cNCdc3eG+NrT2VnrOT3+csK6YrZNb2FGdXqX1zxWO9jfo8/OVBkFAp6yFTqOmXzzb6KPxOnf3KRzr23YdPQtMDpWhGiOjn1kFRCIGgKNbkxQtGLq7s901L//+fafb7/v8Vx2Q/em2dd4+qPVUwbcVMub+Vze6uHZS/dKq/qf/Q+38lVUqDU15djWUb5m1878OPDaqtM7XrzpfL+Fy1s9u8//Ev3JY+89PeWu2r/KsHt5q4de2JjmPy7KZ/PXHWb77f/8lx7ner13rwv0G596f+nSfWrzm2vHTBrbtJKvdakrO4xdOK6rv+Pbi/6y3f4+4C/x/PfAG4/cd23pjGk88objPKn/7n99XGKXihlz8f6qYpdHxrxmXvZX3+0zfuevuXbmZ9+tnd4lxuvt8IhZhOfLrQsfzLTp9V58872Ltn9jRiv4p4vMhXH9n5q55ajf3k+fT6vtLXvb09/7c39t/3/e2l3e8P+qk/c25TCZ/+7PoqHVOUfJoTVFJYaATl47mpb29YEXegS+OBjJEHQ235u6ZeTY7jkDLsmMOo7k9UT53K2HgQQEIACB4iNgo41b//nhZr4I5sy42F9Wdy6vbNeHHjFO0IyY5kNv3f1/Ofx0/u3gF9P8QYEZEcMxtfve0do09HX8KTNy2nhSU98dWcsfLV259sNv/9u3+F++W53gcwm7npp9pu/9X7qNQra1mZN0csuYsETzYkdgdrpdYMzFU1J87TOtlbr44hrWoC9x3q/uWp3XZDxXJLz+jX/ETMdw0973xhsPiFlXjnDOi+n67EcnnTMNTGca9Dg9zabZL99tubtlDsjjWi7eezJrdXYllyS8fiw9PceZeDx2m9wxzf/Z/9zvc+B/TsdRKcUZ+B1IihIIQKAEEsDTbH/Ek4AABMKBwDnlf9eykSay/p//9IUxHN/5j3+ckADt8vsLnbP7dsXcRXIqO/SlkXT/emn6a187Gh7ft+DZjZneZ0e5kqd09tNt4w/86DOy+J/jf+ezf2zJyPtWHfBUvuzulX59+ct3743sfrE/rOLBVV9e8vjm9OwvAs5pl3V3Vqb1Mo3ad/CJy6/eSRxy3+Q3M93G5148eJ///zHHDgypk9nW9+/pz/9T1i/ZT+15yK/vf/zhr1Om+xzGn785V5NxSMzv/pbYXPmPV83b8KWva+bz3qJZm/y+cF+B1jXonjn/06uHN72y3/+2Y+rWyXol8cfjKx68+4Vs/TL7h/CvyNyWLebk1L6Jt4qMJ+XtvolPHznHt7psCnjfyk4xnlC3KXMCp/+5+NG/i3/m7zDpGaP88vepi3f5/w6Q2ZJ/IQCBYibgjzL3n1lnPyq1e+Tl/Tn/wM19sic+HFMntuKlHZd8lXubcKlBNIfLTjAPCEDAEPipdqc2tT2e/e9s+Fwy6Zu9n+qv/NWuuMxxUa3aXTD4pR8lQX/475zr/WK6TIXal1fx9f/hq6MmRMAY02dci0nv+Ry37wy8wnEQVZlPE7t2kSSV//Wv7z1tjJw8+vpfFn7u8Vxy/6y/JPiPgipToUnik4P9x3qsfObpjMgHazmXxAX9n5jnd5cefHnWsI5XlvFHULS4f/TYsUnPbMshRuKS++eM9Un2UpfdeVcnYzPtm6N6EfLSW5f7ZfbBqbeYE6YqxF1ugjm/PpJ57Ktpf17MjTP8R3Mo/viQX2qfd/7wSS/8sZY/GLlq46FTh/j89F+9M2vFx7nMOs/iTDKOmJNSlwye9bTfK3/q7y++6fxFxWEpH9vk73Xq6JF/K3Fk35Lpjz75pAJRTl8ybMkB30b/Z1xjAqsdZElCIBwJpH/wdP+ukzcX/LWNcBfQiOZw/NoxJwiUZALppS6Kqy8AH23c8o3nl+1vr9WRnU1bX5V16FwmHF+I7aOPPjp1ZMtLpEsrD3k5RwdHl0df+lOTbF5qX/+3kv/4pN8DXaFeQpuMo1I9mcd07H+0rVG6Prn7f7WG7PePuH/3Z//NHDrvf8+v1XPj/rR1C5KSJg+4JGPe7zz9WGLimH5Nfn3tuLUmQtraqB+ng2H9T0xsxkS/O3L0l4z679YvfPTRJ5+6yx+9fVmPFbabI1E6Yezc+1rH+n+en/48ZZeqfvzv+Cbn+OW6/6PxoH/627+f8nHWsSQOC0GSae//4z3/ASZXtm5uWZap0Oj31xif+sq3c/dgh7ZNZgLnNGrZ3p/S7xsjRiTdcIlvCS3uT8wK4w4yUaohAIGzSiC9UtO/7M64jfvArF5V00v9682VvgsLv37/uT7XVakgJ3SFK+548E2fC0TP6QMvjb9VV8bExla8uMl9z739nf0TmSr/8+GYxm2nHvFfbnLVpfcN7FElJvNeG4/vZsSKVS5O/qB4/+KEaPZvIx8QgEAYEfhN01Zy7h7bmZL6y451G+Q47tyyzTkuRfzle6PqVG12f3Jy8tDH309LGDVxQtecIm49nsqV/O/i5ba8r94Z/eTSjB/cPx09WnjHdFRs2+fRR4f+dd8PPmfxf/a99tjoBP9laVvGJTz8VjZ/c64z9B1d16pqu77JySMenLss/aZ7Jzxyb/OcfmiXjq0ck1me4azNbb2FWh5zYWVzL4Tb821HCXmbMnpceuu8dc9O6JJtK995euwNzepN/bR4/2dpl0QCAhDIi0CZSy6vVeb42j/3GfSK79ZD/Q3ty9fn9vrTk3v11vSB5Y/cO/Et/9/JvMf3vTio8/3Lv/Zk/uzKbvRUlbZ/bFMmU4Kf2PnGmoOecnGX/aZ4/+KU81yzz5wcBCAAgbNJoGyNa+Pj5CvduOWDzz79l+e88y+v5RK+p7aN7uMLRzbBrz98t/KxYUO7X5lxsVdoU7044Z4u/pCPf72QuGhPNkGW8/0p/iDd4Lb950j4vLtVWzxr3a/nX9J51Ji5j97k88v++MP69zIDnfM0Z4+ua/7YW7oV5fOXnn7wgYQGTsdMHt0zXzf0x3dkffw089ayefTKZ9Xxb44Yh3iVytmjZzLsFGSbKra9/cEVmxV7k81Vf+Szl9an5HN2NIcABIqcQMaV1/6o5lr3Lk6t1WLG6H4XfPHWgje++M3NE7bpXJDD22e1rP7Llrkv7D599K2/bTiZXurGJz77Nm3v+M5lT5V+642/fWtv+/t/VyVuWz9E9znKe/3hgcQbOtzY+FzvVyn7dZLSt/tSvk0v/bsu7XW2UnE+iObipM/YEIBAjgRKX1z/SunLDxYOnaa/81Vt3+KyjPiFzNbpR//tF6RX3XJnMxMucMr4pDMbBPv3ioSZf53110S/ij3y2fCxs45IjMZe8zv/1YNb39noyxbsKV3+ggv8IRlfvZNb0MKFlS50rSfHoTJ8xjEX39y9fUboxY531uXY1FGYEeFw/PPNO6xmd1QXLJlJxsTMZNg4eWz739/3/QEg5uJWDavmZDi/23RqW7/Lfb9vNL7rvR88Ga76998eFeOz/c3RbwoeKJnT5CiDAASKhoDXL45LffXyiMZVYmOrN7r37VTvz0f37P+m0j3Pfr1n7eTLv5v/1IzEeWt/zvvnoP/W9HO/+eer//j26Fqp7VPXFf/lL4jmovnKYBUCEDgTAhe0aHmNx/PTh1u2/ewp3aRN49wuev7w5df2ykl8et+8Pw1emB9PZNV6l1X0XNB//BNxPoF7atVDjyhkokylDj3+ILF+atXoAU+bs5llebA5QbnMbTNCUtJlKnW+v4/vWAmPZ+WjN0/emhGJ8d1b0wck+qOuzzu/ddM4f31oH8c/X7HWdx/K6Y/eGHj3k/uCdrq4fVe/9M8a/b/7X7ut1Xk+NerturRAStouSkeCDBv9nu9s5tP7p93rO2nE4yndaWjPS/OcVqjblPHLkmf3S48/k3E29rHNf9vgj5nJivzOcygqIQCBs0kgK6b5m8+Xdq7mPfD2Ey9uO+XVFE5dNHzVkYxoZ/1z4oWbqpx+f1aHeu2Hr/uk7K88zeJblw32e3Cl6xSh4d29d//+T3f/dGE43ASJaD6bXy7GggAEQiRw6bW/9/sX1bxmnXrGz+roWqbZLT19wvTIZ0Pr6l2x0pcOmP7vpi0u9v2kzs9zfu3eI/0C98cfFkyfvucnyWj/wRc/Hn/lgTaVfLeN+Cxvkdc5ruWCMfdW1g/McytV8k8s98tNPBXumLk24zi2fw5r+mu/WPXGdhi86oTOyNNhHe+OCe0giHN+l3CbL57D8/YDDfViYun6nWeVrm9uS8lrkWUq9Zj9TPdf6TC4zNH/X+0blvhvKOwz/cmEHF3CedkzdRV6jDdnZRx88bFmF/jI1B7+ok4aySIj9VypsvnbaeblJvnepoxfY7L4eyv+ccwWj0fnND9e0JkHXxstIACBMydQJubqFg3Lni6Vunenp25cFU+pr/6xcrvzmJ+TaS+PSt6WfqrdgAlD7+tV5ZuP/RHPeQ5co+2Njc879OJDI177PAxiMzRVRHOe+0UlBCBQPATOr3m53wes0du2aBH4RzwJ07eeTTav1ulY5X4LN2x7buBVio07/vnQQZm34oUw9Qpd/zTYP9Avq8c9vOpLj+/gi717l0zrn3nqhadynX5PznjnH5vvMHdJx1zVZ2bmuLnaL6WD0t5ft3jCAN8ZzxnPeRUSRiXO3/TZ8tszD+vIrMn134vaP7014/5ttbl20JR3t7z+QG2fa3zLI3+cuifXfqUa3vryN/teH5X11mDZlt2eeGHD+/MfqB14rnSuZrJXlKlw/cvvv/uXrPNAPFpRkoOM/n/S4o7pAx1L9vh+f8jfNp1fe/D2j5wzN/w3PftYnQLPPPs6yEEAAkVNoFSzex9ufu7Jdxd19B+U4Tsro8kdbx6rcMllVT3pZd68u25s5ZqDd3hye7/CFyd9lf+gDBOh8a+dO9PCITZD2Lx6QaSo6WEfAhCAAAQgAAEIQCCKCOhyk8Z3r45t+vTm1T38B8if3jDu6i4Tv2zz53++OPLS77a/8OS08Yte/zL9dNXO/R4a8tDt11T2fL390Rv+MH3//6reOOKZhNN39Zp06LwKQ15c6rmnw5RTfjuVj28dcdMf52//+f9iBr+xN+nqMp6AUYqVIKK5WPEzOAQgAAEIQAACEIBAzgR+OPCXtk1Hx437bP5dFxR/cETxHniXMyFKIQABCEAAAhCAAARKMIGTaUv/UPferbqO6eT1f/pjGChm7QWe5hL8hWTpEIAABCAAAQhAAAKhESh+X3do86QVBCAAAQhAAAIQgAAEio0AornY0DMwBCAAAQhAAAIQgECkEEA0R8pOMU8IQAACEIAABCAAgWIjgGguNvQMDAEInDUC3f3PWRuueAf6/vvvt23b9uWXBbr7r3infsaj79mzR2s/YzMYgAAEIJADAURzDlAoggAEzoTA9OnTzS14OX6GqGmkfmQnlGmYUXJrrPJq1aot9z9SzuvXrw+0OXz4cGNk5cqVzlrpTlOujs7yHNNqo8ahtMyxeyEW9u3bt0mTJp9++qlsmvk7Pxs2bNi/f/8cOQSdg1mj05rYqjA3+EENmgbqbmyG2D6PZi+99JLWfobzycM+VRCAQEkmgGguybvP2iEQpgSkYuPi4jZv3nyG85NAHzx4sPW5Sjm3a9cuUC927NjRDPT66687R1y7dq3J9uzZ01kezmnpfi2zQYMGbdu2zXGeO3funD9/fo4ccmyfd6HYajhBHjt2bN4tz05tv379NJBz08/OuIwCAQiUBAKI5pKwy6wRAmeVgFyPWzMfM3Dr1q0zC7ZKDQedzaRJk4K2CaXB0qVL1Uyj65GONF2WLFni6it9aWqlJhXbYGsXLVpk0pKYtjDME8nJyZpht27dnPPU8i3/YcOGmapADs4ueaettYULF1atWlWNExMTnejy7l50tZqMFiv7kydPLrpRsAwBCJRMAlxuUjL3nVVDoAgJSLjocQ4QGxvbuHFjZ4nS8onKs3vs2DGlb7jhhq5du5YrV05p+7f1ffv2KS0JLmuK1pg7d+7BgwfVoGbNmldeeWXv3r2VzvsxulAqSu5VzUEa+sSJE4EzkRGpTLVRYt26dV26dFFCPtSNGzcqIeelmZjScl3LiJmGdLaqXCtVGz3qu2zZMiWaN29uhlPHLVu2qGTQoEH6NGtUrQqNQ10EtCJ5wTVnMWnVqpWiLOy4zuU7WcmU81Ezs4qbb77ZWe7kr/loCM3QkNcufPHFF2psJqaEjKxZs0aJDh061KlTx2nHpi1DJQ4dOiTFrCqJZk3YrrRevXqzZs3SZt1yyy1qphH1O4mZXoUKFTp37mw4W5s2od9Vjh8/rqydgCb5/PPPq8TV0Uz+oosu0hKE0eyIMGrjtMaJEydamyQgAAEIFAKBdB4IQAACRUbA/JCSJHWNYP2d9qeY1GdKSoqa2RKTkFNTSjdQm44ZM8bYNM2mTZvmGkJZ63BV98A5ONtraGNHOtiUy4dqSlasWGFKlDAlzk9ba8Yyo2jOpo2dlRKmxJgyadei7GxNrZ1w4Lj6NUBMnPM3aTOKzNoqY8rpabYzMXMTRtPGwFdHuzWpqanWjknYGVpPs37HME56fZo21r4xq09Z1uNarMo1kKuLsra75mxq7XysQdvRzsdUmYVrLJPV3IwFPiEAAQgUCgFPoVjBCAQgAIEcCRj5YvWfaWNVoFSORJuVPkYnWdkkHaa0pJuRTWqsjnqMSjMKSQbNEGoZOAHJJlNrPmUnUAjaXsasWho9qskobUdRR2tKdvSYrBqY9mYVZqUhimZZ0PI1SRkx1jSoFmiGVomZranVp3S81bg5rtc5B7MuYzbwU/M307brkmXTxQxnf3mwfJSwO+UyqC6Sqqal3T4VahSzp5atLGggM4SMaLHqZbsoayyrl5meJamOqrUTMMPZrOz7tiRThRsjOSJyLoc0BCAAgXwRQDTnCxeNIQCB/BEw8kXixtnNaB0pJyOMVCWJZloaMRTYS+V61F4S02pKYzNvhSRRaKWVaSnp6ZyMTTtdy1ZKWh1m1apknOliS4xBM4pZqZV6VrdZXeicsxGUKrEzNEBsY9mxpqyoNcu3fe38lTDa1LZUiVly4KfgG8GqNsag+iptf82wtSq0j51noEEN6pq8taCNM+0tTFticNn1mmaaif1iWMjm9we7LwasnY+ptfM0K8pR99s2JCAAAQjklwAvAgb+8KcEAhAoWgI6b0EDKKLXxuwqwtUM+cknn+Q4tqJsFRpbvnx5vZNnQo1zbBZYKHWo8GKpK+vdHDlyZGAzlbRv396Uz5gxw56boUFNoQnGVdqG89q4YROAa5rl69NoO2cXC8QWWiCKGzbnspnl5wjBTDImJsZ2NwkNZPS3PiWLpUoVYawgcoUvq8EDDzygT/VVdvXq1UqLVd7vPlprSphfeDS9BQsWmOHMZ9OmTU1CCtgkLEyFSht9b74Jzl5Kayb2nUKLXWfbafn6NI137dple2m2emxWCcVw69MEbTvLSUMAAhA4EwK8CHgm9OgLAQgUhIAkjkSbeTHO9JcaNonq1asHWtRxZuZVM4m/hIQEvXkWyvEaEl7yaGoUvUoom9LoOjlOSlFDBw6hEs1K9iVG9aSlpalEws5KZNtF3Y1ECxS4tk2IiUB1m0dHzc1owTza5FblfBFQbe68804dyqaEfhWRfrX6WIccm1cne/TokffqnFh0HIre8JM1vYpn3yZU1iVkVaJfAGzH2rVrSxC72ihrdkfbPW/ePHWxj3Uqm5Lf/va3tko7a9MkIAABCBQdATzNRccWyxCAQM4EzLnIkkc6acG0MFpNaetKdPacPXu2slKNGzZskCz74IMPnLW5pSWadc+F1KER3Lk1c5Ybn6tKjIPTKdR0nIVpaY7FUNooRSV0eoOpCvy0TuhVq1YF1oZSUrduXdNMy9fQejQTPSNGjAjsrjYqtIMGNlCJsFg3rQ64UIn0sQInlBAoo1mtSzhHC65C62DWQRmuKpO1vxHZI/zk0jY+ZntCtmmp/TUzEVvz3TAOadWOGzdOa9epIyrR+SE2nifHEe3vPDnWUggBCECggATyG89BewhAAAKhEzA/mKQ+nV1s4KxqnYETtpnpJb+jtJGNf1VW0cNGVJkGxqZJmyBX5yhKO1WvdWrmEepqAwmMTQ1tDdpoWlXJrBVzSpg2ZiyzBGtHg2pizmmYxq452wam1sb4KvhBJXYsrd3G+DoDl00vfRopaeZgCs1AmoYKjaQ2JfpUoQ0d1kC23K7ImrUJO08l9Fikpq+2VS3t5G0vJdTYtDEzsWOZBTq7aErGrGarjnZimpWWbJdgtsaY1adzLKWN/dyC112NyUIAAhAIkQAvAoYIimYQgEBBCBj5EihrrE6y+kltrIZzKmNJMasUTWOXcjKFMhg4P0kr29j2dUrhwC7WhWlEm7OB3mxzyUQpOWvNJeBcc7YrMgZdczZ9VWhqLRyjKTWEa9zAuZmO5l1GNbbTNgMFfqqNnblpbKV5jnLctLHzDDRoe9nJ2zkooZ11bYQs2DcFXV1s1jRwkVRHNXDOR7NyjmV1tmuBzjakIQABCBSAgFd9An/8UQIBCECgUAiYWzwUwBB4k4UiAfQHdzOK4gSc1z4rhECCyYQZmMtN1Fgv56lELRV0YUICFMyqGFl7UYiNl3XNXH/oHzBggAqTkpICpxHY2ARbG+OuWjsNlbsWZS/asEPoppLdu3erpS7pUAiEWazrchMzZ9cNI/Z+ELN2WXAC0biKQs4x5ljTM/Et0ovmXhIDx7kKBVIr5COQVf/+/U3AiXzqLo1uu9t52hIlBEphzXY+dvLO+GbT3nbXHPTapR0lsIvra+P8qjj3JZC5BlIQSJ8+ffQ7wI4dO5zzJA0BCEDgDAkgms8QIN0hAIEIIGDeBbQaPQJmXNApaqUKF5Z3dvTo0aHYkByXwtYrehKaai9/sAKLQ+kYtm3atGmjVznljQ5U7WE7ZyYGAQhEBAFEc0RsE5OEAAQgEBIBeW3liQ/dz2raW9MKhnG6/G15pCT0iqHc3ib4xDq/I2XyzBMCEAhzApyeEeYbxPQgAAEI5IOA4i4Ulq3TPxS6EEo3HW1hwiTkY1ZITEQrZq137ty5+hw/fjyKOZTdpw0EIJAvAnia84WLxhCAAAQgAAEIQAACJZEAnuaSuOusGQIQgAAEIAABCEAgXwQQzfnCRWMIQAACEIAABCAAgZJIANFcEnedNUMAAhCAAAQgAAEI5IsAojlfuGgMAQhAAAIQgAAEIFASCSCaS+Kus2YIQAACEIAABCAAgXwRKJOv1jQOnUBycnLojWkJAQhAAAIQgAAEICACur01PDkgmotwX8J214twzZiGAAQgAAEIQAACBSUQzj5HwjMKuqv0gwAEIAABCEAAAhAoMQQQzSVmq1koBCAAAQhAAAIQgEBBCSCaC0qOfhCAAAQgAAEIQAACJYZASRTN33///Z49e/LY4m3btrlqA9vLyJdffulqRhYCEIAABCAAAQhAICoJlETRPHTo0FGjRuW2ncOHD2/SpImtXbRoUbVq1eLi4vRppbPalC9fXiVt2rSReraNSUAAAhCAAAQgAAEIRCWBkiWa5Rvu3r37/Pnzc9xL1fbv33/SpEm2ViV9+vQZP358ampq8+bNjdReuXLlkiVLtvofyegFCxbY9iQgAAEIQAACEIAABKKSQMkSzYMGDUpLS+vXr1+Oe7ls2bLt27c7a9euXdugQYPevXtXrVr1hhtuWL58uWT0888/36NHj8b+R0p61apVOVqjEAIQgAAEIAABCEAgagiULNE8bty4DRs21K9fP8f9kxN6x44dztrjx4/Xrl3bNK5bt64Scjnrs0aNGqawVatWGzduNGk+IQABCEAAAhCAAASilUDJutykTp06eWyk3Mmu2l27dtkShTWbtPzN0somHRMTYxvYhD2Xe9OmTaYwPj7emVZh6FnbUr2cdlxZVWE2v0xCZItZEcgvBLW3ePP43mLWR/bM/tO2nPO246oN+hMDs4GIQmQS2FHwbd/AWlvl2iNXNrBjCTSbXyYhso1us67vSYhMivH7pgmH7eNNT08P28kV0cSmT5++efNmBWPkaF+1gwcPNliUnjBhgvEuK3xZulnpTp06tWvXbuLEiequBgrPkPc60JSkMzcCBmKhBAIQgAAEIAABCORGIJzlU8kKz8hth3IrlyNZQczmfIxPPvlEzeSNbtSo0QcffGC6HDp0KDY2NrfulEMAAhCAAAQgAAEIRAeBkhWeEbhn8h/rTAzFOucYudG+fXt16du3r+Ix5HIeM2aMsp07d+7atatOnZOk1lEb69atCzRLCQQgAAEIQAACEIBANBEoiZ7miy66SGdi2F3csmXLiRMnbFa13bp1M1n5lRWPUbNmTcVg3HPPPUOGDFF5ly5ddNzcwYMH9QrgwoUL27Zta/uSgAAEIAABCEAAAhCISgIl0dMs1avHbKdkceXKlXVNid1dZ60K1cCEL9sGSui4udxCop3NSEMAAhCAAAQgAAEIRAeBkuhpdu2cQiykjF2FZCEAAQhAAAIQgAAEIGAJlHTRXK5cOeIr7LeBBAQgAAEIQAACEIBAjgRKumjOEQqFEIAABCAAAQhAAAIQcBJANDtpkIYABCAAAQhAAAIQgEAOBBDNOUChCAIQgAAEIAABCEAAAk4CiGYnDdIQgAAEIAABCEAAAhDIgQCiOQcoFEEAAhCAAAQgAAEIQMBJoCSKZl3m1717dycFk9btgP379/d6vQ0bNlTaFKqlSuxjCseOHaujnVWoRKAdSiAAAQhAAAIQgAAEooxAyRLN33//vRSzDmbOcRd1n/aBAwd0LXajRo3atGmjxmq2b9++YcOG6QpA86hk/fr1iYmJM2fO1HWAs2fPXrRoUY7WKIQABCAAAQhAAAIQiBoCJetGwL59++rSbHtLtnMXv/zyy+XLl0sZ67a/6tWrz58/X+q5Xbt2O3funDt3rgpt41mzZvXr18/cKfiq/+ndu7etJQEBCEAAAhCAAAQgEH0ESpan+d57701JSWnVqlXgRqampqrQiOM6deoo/cUXX6ixEgMGDFAkhuI05GM2HevXr28SDRo0kNQ2aT4hAAEIQAACEIAABKKVQMnyNId++V/r1q215YcPH9YN20lJSeXLl5eDWY5naWupZCu7a9SoEfjNSE5ONoWbNm0yifj4eGdahaFnbUv1ctpxZVWF2fwyCZEtZkUgvxDU3uLN43uLWR/ZM/tP23LO246rNuhPDMwGIgqRSWBHwbd9A2ttlWuPXNnAjiXQbH6ZhMg2us26vichMinG75smHLaPNz09PWwnV0QTmz59+ubNm5ctW+a0v23btiZNmsi1bNzMehdw6NChzrgLvRoYFxen+A05nqWeJ06cqO4y9cwzz+zYscNpyqQlnaW2A8spgQAEIAABCEAAAhDIkUA4y6eSFZ6R4/aYQvmSlZBrWZ96BVChzHXr1tXhGDpPwzQwVTo0o3bt2gcPHjSFhw4dUtak+YQABCAAAQhAAAIQiFYCJSs8I3AX9f6fXM6KV5aDWQHK48aNU5slS5YoLb+yhLIOylAEc7169VSlmA1Fa/Ts2bNr167yMcfExKjl+PHjA81SAgEIQAACEIAABCAQTQRKuqdZMcqDBw82bwG+8cYbV199tUIvdPDc0qVLy5UrpyMydK7cqlWrVJiWlqawZu29ClesWKGojJEjR95zzz3OEI5o+mawFghAAAIQgAAEIAABS6AkxjTbxSuhSIyWLVtKIptQZmfVGabDOSjnDJdGdwhAAAIQgAAEIFAUBMJZPpV0T7P2W6/rFbpiLoqvETYhAAEIQAACEIAABIqLQEkXzSYGo7joMy4EIAABCEAAAhCAQEQQKOmiOSI2iUlCAAIQgAAEIAABCBQvAURz8fJndAhAAAIQgAAEIACBCCCAaI6ATWKKEIAABCAAAQhAAALFSwDRXLz8GR0CEIAABCAAAQhAIAIIIJojYJOKfYpvvfWWcw7KukqctaQhAAEIQAACEIBA9BEoiaJ50aJFugIwcC91O+Dw4cMbNmyo2j179pgG27Zt003aKtSnDnU2hStXrmzjf3TPdqCd/JZ4/Y9Thl5yySUq06AypcSjjz7qtKn7CPU4S5RWY2PnV7/6la5cUYkSpsR+urrYBhUqVJg3b55q9+7de84556h96dKlzejGcocOHVRozKpNx44d33nnHZc1shCAAAQgAAEIQCCKCZQ40azrr/v06ZPjjurG7HXr1g0dOlSX/0kSq41UckJCwrFjx3SW8+rVq3Xgtgolo6VZVa5btdVFAjpHa/ktdF7HffDgwTy6v/nmm7qz0NlAgnvnzp3x8fFz584tW7bsnDlzJG21Uk3bPGqsS7+dXbSEH3/8Ubcbqst///vfu+++W7U33XTTyZMnVaILX2TQiHUlZKRWrVqLFy82bc4991yXjndaJg0BCEAAAhCAAASikEB6SXr69eunLZTY7datm2vdJ06cUJVEs8q3bt1q0rouWwnTctq0aUqrmYzoMYWyE2jKVElWmkTQT5ktVapUmTJlTEtpVpXoadCggUqUkGZVQrJVwlcyVyVqr4Rpr0+lVWWyamy7mBLZUclnn31m2yuhQhl0NlBaRsw01FhdjApXYs2aNWqvWlNu5uO0RhoCEIAABCAAAQicOYHQ5dOZj5VfCyXL09y5c+fU1FQ5iSUEXU9KSopK2rZtq8/GjRvrc/fu3V988YU0sWlZr149JdRMjuf69eubQknJ5cuXm/SZfNasWVMuXhOh8fjjj0ueuqxVqVJF3uWJEydqaClm+XrtHNRS4l6zMl2mTp2qhPUEK+5CrmKp6ksvvdRpc8eOHfv371eJfNIfffTReeedp/Stt96qaShao27duhpl5MiRCkpR+c033ywaCtiQK1otrXGnQdIQgAAEIAABCEAgigmUieK1BS5N2jGwMMcS4509dOiQrb388stNesuWLa1atTLpGjVq2AY2YaI4lN20aZMplMvWmXZVKatwCGniBx988LrrrlNsRosWLd5+++3//Oc/pvtjjz126tQpxVtLwsqOVHXVqlXlLw+0U6lSpePHj8ua6ajGI0aMUDiycZk752DShw8f7t279+nTp++//36VfPLJJ+qoaA0Np8TatWs1H7mZNbHy5csPGDDg9ttvl5tZ8S2qat++/cKFC9Us0KwK9ThX7cqqSiXOjnlnbUuXnbyzQUfBbB57dIZsXRsaIuqgW1YSzLrIB2USIlvMikB+Iai9xRv6fyxBtwyzgYgsZ9ce5Z0NtFMwtq5RosxswZgEhVB0ZmU5fJ/8uqajoL0CLQJjKkxIhhzJZoGSpGo2ZswYqWdTIhe1dlENJFhVbgrVxjZwkQn97wsyKyX661//WqERJrbYREEYy/arY4Mi5OvNcVBZUGP9YmBnYqMsbIkzoVqNqC4KCDHlSsuIScvTLIe3s70G1dCahpoptMPZ0dmMNAQgAAEIQAACECgYgdDlU8Hsn0mvkhWeIZ2X2yNPqqrkeTUNNm7c2Lx5c6lGxTaYkk8//VSJOnXqqNwWyq1bu3Zt0+AMP+VOVmiEXraTbHWFUkhJS63Kga1QitxGUfzGv//9bylm41Q2zSZNmqSEoiwCe8mUYjDMa38mBsO0ufbaa02icuXKP//8s+2o9lq1XM6rVq3SZBTaIVU9c+ZM24AEBCAAAQhAAAIQiGICJV0065g5nTKhT6lheVJnzZqlw+Z0kJzcyXFxcTpqTXuvrBqMGzfOxDffcMMNimNev369jtGYPXu2DdU4w2+JlKtkqE60CAy5liCWVJV9E2ythEI4nEfU/f73v5dilsRXjIcij/WY2nfffVeNFWJh56Zf4FSr7PXXXy/FrC4Svv4evkI5nl999VW10dkaMqg2tqPSaqwqlfzyyy/6VFDHwIEDbQMSEIAABCAAAQhAIIoJlHTRrKCLwYMHm9CLpUuXaqellSWFJSXLlSsnJS3HrSRytWrVVCV5rU8JSkVl9OrVq0mTJjqxeNCgQWf4/ZDjtnr16jKiWGSlNbrSSpgQCFMr4Ssvsly/UsMaVx5uTcCOqxcW1Uy1irgwj4nGlgVjxLbctWuXGih79OhRVxcVvv7664rS1i8JOkdPDm/rtNagkuMvvfSS2jz55JOSy4qTVneni9oOQQICEIAABCAAAQhEHwGvYjuib1X5WpGOZJaDWfrY9JJTWW5ml4XAQnPRiYS1q6XNKprChP/akshNKDZDb2k4JbJKXDEkkbs6Zg4BCEAAAhCAQJgQCGf55HsPrCQ/UsN6588qZqEIVMw5FuYhl6OPp/SxSyK7stG3ZFYEAQhAAAIQgAAEnARKeniGJPLo0aOdREhDAAIQgAAEIAABCEDARaCki2YXDrIQgAAEIAABCEAAAhAIJIBoDmRCCQQgAAEIQAACEIAABLIRQDRnw0EGAhCAAAQgAAEIQAACgQQQzYFMKIEABCAAAQhAAAIQgEA2AojmbDjIQAACEIAABCAAAQhAIJBAST9yzklEx89NnjxZl+3pkr++ffuaQ+V0zYeuDrHNzFUmugtQN6EcO3asR48ebdu2tbUkIAABCEAAAhCAAASikgCe5qxtlSBesmSJLtN+5plnbrzxRlMxY8YMZTdnPirUPdu6k0/aWqK5Xbt2EtBZJkhBAAIQgAAEIAABCEQjATzNGbsqN7Ouy163bp08x/369dO92fIx6+bqjRs3mkK7+0899ZTuQ1m2bJlKunfvPmfOnMaNG9vafCa8+WxfLM1L+p2RxQKdQSEAAQhAAAIQCCsCeJoztiM1NVWpyy+/XJ/mUkBFZRgvstzPEseLFi0yV2fLwZyQkGC61axZc/Xq1Rkm+AcCEIAABCAAAQhAIEoJIJozNrZ8+fJKKaZZLufp06eb0sOHD5uEYjamTJnSsmVL6eYtW7Zk9PF4rrzySrW3WRIQgAAEIAABCEAAAlFJgPCMjG2tU6fOwoULR44cOWnSJHmapZJVofCMrVu3muiLa6+9VhHMKSkpKj9+/LjppoRxS2dY8f+TnJxssps2bTKJ+Ph4Z1qFJhsfb+rD/TPHyWvSWpddi8nalnlnAzu67LiyIZp1DRp0FMw6v5kuenlng7It2A5iVtz0OPclKBO+xk5cLnp5Z4OyVXeLN/RRMGuwu+jlnbWcTd8Qs0FRh2jHNWiUmXWRD5FJUAhFZ1aWw/bxpqcTsZqxO3rDT9JZIRlSyYppXrVqlSrkbJZ0VkK1cXFx0tATJkxQ1sQ0yyetVwRNOsNK5j+SzklJSZm53P4lpjk3MpRDAAIQgAAEIFDiCIQmn4oHC+EZGdyNJtbLf1LMCl9WqXSzIjG6du2qKkVlzJ07V05l1epAOpWrUIEZOljD+KSLZ/cYFQIQgAAEIAABCEDgrBAgPCMDs3zMY8aMkUSWMpYaXrFihRI6rVmOZDmYTSMVKqHCXbt2mUIdozFkyJCzslMMAgEIQAACEIAABCBQbAQIz8iGXh5lRS2bIGZbIQ2tszXkeHaGL6tQjSW1bTNXIrS/LxCe4cJGFgIQgAAEIACBkksgNPlUPHzwNGfjrlsAXYpZ1dLKTrlsOgSWZDNEBgIQgAAEIAABCEAgiggQ0xxFm8lSIAABCEAAAhCAAASKhgCiuWi4YhUCEIAABCAAAQhAIIoIIJqjaDNZCgQgAAEIQAACEIBA0RBANBcNV6xCAAIQgAAEIAABCEQRAURzFG0mS4EABCAAAQhAAAIQKBoCiOai4YpVCEAAAhCAAAQgAIEoIsCRc1mbqXOXdX3JRx991KJFi3bt2un4OdXpPOb33nvv448/vuKKK8x92irUdYBr1qw5fvz4zTffnMdRzVmmSUEAAhCAAAQgAAEIRDIBPM1Zuzd06NA+ffocO3Zs4MCBSpuKQYMGKbtz505dFjh9+nQVSka3adNGF2gvX75c9wJu27YtywQpCEAAAhCAAAQgAIFoJICnOWNX5WaeP3++PM1yJ8uRLDXco0cP1UkZnzhxQl7nsWPHTpgwQRp68uTJ8i5v2LBBtVLPS5cuDbwPJRq/KuI0LRMAAEAASURBVKwJAhCAAAQgAAEIlFwCeJoz9l63ZyvVtGlTfZqIi93+p3Xr1iZOQ+EZ8jHLr3zw4MGEhATT7eqrr16yZEmGCf6BAAQgAAEIQAACEIhSAojmjI0tX768UsuWLdPnypUrTamilmNjY026bt26JrFv3z6T0GeNGjWkpG2WBAQgAAEIQAACEIBAVBIgPCNjW+VdHjNmzGD/U7Vq1QYNGqhCojktLc20UKFJKL45o4/HExMTY8ttYXJysklv2rTJJOLj451pFZpsfLztFNaJHCevGWtddi0ma1vmnQ3s6LLjyoZo1jVo0FEw6/xmuujlnQ3KtmA7iFlx0+Pcl6BM+Bo7cbno5Z0NylbdLd7QR8Gswe6il3fWcjZ9Q8wGRR2iHdegUWbWRT5EJkEhFJ1ZWQ7bx5uenh62kzv7E5PbODU1tVq1agpTXrx4sQI0pKINIgVmNGnSROnu3btrYsYnrVcDN2/ebNKu2Uo6JyUluQoDst6AkjAs4BsShpvClCAAAQhAAAJRSCA0+VQ8Cyc8I4O7Xv7zer2ffvqp5PLatWulni+//PJ69eqp2pyPoRf+jPtZn4rQ0IuDelatWlWzZs3i2TpGhQAEIAABCEAAAhA4WwQIz8ggrfCMbt266XhmferEjIULFyruQk+/fv3kYJZQVlTG1q1b1Vol5rA50/OVV145W5vFOBCAAAQgAAEIQAACxUMA0ZzFXVEW8je/++67CrqQXDYV8+bNU6yzfM/t27c3hfrcsWOH3M+HDx+2d6BkWSEFAQhAAAIQgAAEIBB1BBDN2bZU/mY92Yo8Hqnk3r17uwoVxaHHVUgWAhCAAAQgAAEIQCAqCRDTHJXbyqIgAAEIQAACEIAABAqTAKK5MGliCwIQgAAEIAABCEAgKgkgmqNyW1kUBCAAAQhAAAIQgEBhEkA0FyZNbEEAAhCAAAQgAAEIRCUBRHNUbiuLggAEIAABCEAAAhAoTAKI5sKkiS0IQAACEIAABCAAgagkwJFz2bZ1/fr1ujq7Q4cO9uA5ndx84sQJ28gcM6e7ANetW6dye3izbUACAhCAAAQgAAEIQCD6COBpztpT3Wmiy0o2b94cFxc3fPhwUzFq1CjdCGgfFUoxq8HAgQNHjhwpDa0Lt7NMkIIABCAAAQhAAAIQiEYCiOasXZ0wYcK0adN0L+CKFSsmTZpk1LBuzFY2PfNR66lTp1auXDnF/8ghPXny5CwTpCAAAQhAAAIQgAAEopEAojlrVyWFd+3apfzHH3+sz3Llyik2w1TLCW3TO3fu7Natm2r11KpVS3EaWSZIQQACEIAABCAAAQhEIwFEc9auzp07d/78+V6vNzExceHChdLEhw8fVnVycvKqVasUktG/f39l9+3bFxMTY7rVr19fGjrLBCkIQAACEIAABCAAgWgkwIuAGbuqSOWEhITWrVs/8MADr7/+uuKVmzVrVr16dQVs9O3bVwJazubBgwf/+c9/dqpkq56d3w2JbJPdtGmTScTHxzvTKjTZ+Hhnv/BN5zh5TVfrsmsxWdsy72xgR5cdVzZEs65Bg46CWec300Uv72xQtgXbQcyKmx7nvgRlwtfYictFL+9sULbqbvGGPgpmDXYXvbyzlrPpG2I2KOoQ7bgGjTKzLvIhMgkKoejMynLYPl4F64bt5M7mxHRuht4CTE1NrVq1qsatVq3aiBEjBg0apKgMc5KGQpxVuHXrVoU+q4FCn/UpJa0XB03aNVtJ56SkJFdhQNYbUBKGBXxDwnBTmBIEIAABCEAgCgmEJp+KZ+GEZ2TjLtGsvLzOksgXXXSRztBo06aNsipcu3atPhWkUbNmTUVomG5SzBUqVDBpPiEAAQhAAAIQgAAEopUA4RkZO9u2bVvFZihCo0ePHnq3T/7mLl261K1bd8mSJS1btpQTWudpjBkzRnEat9xyiwobNmyonkeOHNm2bVu0fjlYFwQgAAEIQAACEICAIYBozvombNiwQQp4y5Ytd955Z/fu3VWhwAydLCcN/cUXX+jgOcloFepsZlOoy00U92zCObKskIIABCAAAQhAAAIQiDoCiOZsWypBrMdZJNey0cpBC50NSEMAAhCAAAQgAAEIRBMBYpqjaTdZCwQgAAEIQAACEIBAkRBANBcJVoxCAAIQgAAEIAABCEQTAURzNO0ma4EABCAAAQhAAAIQKBICiOYiwYpRCEAAAhCAAAQgAIFoIoBojqbdZC0QgAAEIAABCEAAAkVCANFcJFgxCgEIQAACEIAABCAQTQQQzdl2U5dm66hmcwWgrdDtgCrUpy1RwrR0lpCGAAQgAAEIQAACEIhWAojmrJ1dtGiRbsnWpYDly5efPn26qRg7dmy1atWaNGmi85vXr1+vQklq3a2tliq0l2xnWSEFAQhAAAIQgAAEIBB1BBDNWVs6ZcoUXZSdmpq6cOHCwYMHSxzLnZyYmKgbAXX5X8eOHYcNG6bWCxYsSEtLUzM9SkydOjXLBCkIQAACEIAABCAAgWgkgGjO2tUjR46YjDzNSkg0r1mzpkGDBm3bttW9gC1btty5c6eCNDZv3tytWzfdnq2nUaNGy5cvzzJBCgIQgAAEIAABCEAgGgkgmrN2dfHixfIrKxija9eucjlLE6uudu3apkXdunWVMN7lmJgYU1i/fn0paZPmEwIQgAAEIAABCEAgWgmUidaFFWBd48aNk1/5zjvvXLVq1ezZs/v16yensrWjIGaT3rhxo+KeTdqqZ9tMieTkZJPdtGmTScTHxzvTKjTZ+HhTH+6fOU5ek9a67FpM1rbMOxvY0WXHlQ3RrGvQoKNg1vnNdNHLOxuUbcF2ELPipse5L0GZ8DV24nLRyzsblK26W7yhj4JZg91FL++s5Wz6hpgNijpEO65Bo8ysi3yITIJCKDqzshy2jzc9PT1sJ3c2J6aX/Nq1a5eSklKnTh0FZkgijx8//vjx4wpuNoh0gIbe/FNw84033lirVq158+ZpenpfUMJ62bJlgVOVdE5KSgosz17izZ4NzxzfkPDcF2YFAQhAAAIQiDYCocmn4lk14RkZ3KWGlVLsst0HRTZfdNFFyprD5g4fPqyADTW4+uqrDxw4YJrt2rWrQoUKtgsJCEAAAhCAAAQgAIGoJEB4Rsa2ys0sTXz77bcr9ELhGSpViT5V2KlTJ6UnTZo0bdo0ldxyyy1Kd+/eXWm9BSjntBI8EIAABCAAAQhAAAJRTABPc8bmyoUs+fvAAw/IeSxf8oYNG1RiChVlcezYsRUrVgwaNEitdWCzXgdU9HPNmjW3bt2qcI4o/n6wNAhAAAIQgAAEIAABEcDTnPU1kETu4n+yivwBG4GFcj+PHj3a2Yw0BCAAAQhAAAIQgEAUE8DTHMWby9IgAAEIQAACEIAABAqHAKK5cDhiBQIQgAAEIAABCEAgigkgmqN4c1kaBCAAAQhAAAIQgEDhEEA0Fw5HrEAAAhCAAAQgAAEIRDEBRHMUby5LgwAEIAABCEAAAhAoHAKI5sLhiBUIQAACEIAABCAAgSgmgGgu4Obqqm1zU2AB+9MNAhCAAAQgAAEIQCByCCCaM/Zq27Zt3uzP9OnTVaeb/5zFprUKdcl2tWrV2rRpI/UcOdvNTCEAAQhAAAIQgAAECkKAy00yqMXFxel6P5NZunTpkiVLOnTooOyWLVvGjBlz/fXXW7orV65UoWk8YMCABQsWmJsCbQMSEIAABCAAAQhAAAJRRgDRnLGhug5Q92Mro6ALKebx48frfmyl9RjFbGrV4Pnnn+/Ro4fJ1q5de9WqVYjmKPuvguVAAAIQgAAEIAABFwHCM1xAPFLAlStX7t27typSU1P1mZCQ0KRJk4YNGy5atMi0rlGjhkm0atVq48aNJs0nBCAAAQhAAAIQgEC0EsDTnG1n5Vdevnz5ihUrTOnhw4e7des2btw4+aETExP79OnTvn17NZBWNg1iYmKy9fdnkpOTTeGmTZtMIj4+3plWocnGx5v6cP/McfKatNZl12KytmXe2cCOLjuubIhmXYMGHQWzzm+mi17e2aBsC7aDmBU3Pc59CcqEr7ETl4te3tmgbNXd4g19FMwa7C56eWctZ9M3xGxQ1CHacQ0aZWZd5ENkEhRC0ZmV5bB9vOnp6WE7ubM/sbFjx86ePds4mF2j79mzx8Q9K465UaNG8+bNUwO9LKjwjA0bNrgaKyvpnJSUFFievcSbPRueOb4h4bkvzAoCEIAABCAQbQRCk0/Fs2rCM7JxV6yF4pVtkTSxDsowWXmdldCJGVLMBw4cMIWHDh2KjY217UlAAAIQgAAEIAABCEQlAcIzsm2rRLOJZjal9erVGzx48PDhw1u0aKFffVq3bl21atXOnTt37dpVhYrNmDRpkj1zI5shMhCAAAQgAAEIQAACUUQAT3O2zVQEc7NmzWxR27Zt161bp+zAgQPbtWv3yiuvKN2lSxcJ5WPHjklhL1y40J6qYXuRgAAEIAABCEAAAhCIMgJ4mrNt6LJly7LlPR7pZj0TJ050lksoo5WdQEhDAAIQgAAEIACB6CaApzm695fVQQACEIAABCAAAQgUAgFEcyFAxAQEIAABCEAAAhCAQHQTQDRH9/6yOghAAAIQgAAEIACBQiCAaC4EiJiAAAQgAAEIQAACEIhuAojm6N5fVgcBCEAAAhCAAAQgUAgEEM2FABETEIAABCAAAQhAAALRTQDRHN37y+ogAAEIQAACEIAABAqBAKI5A+K2bdu82R/doa26lStXNmzYUDW6T/v77783rceOHav7tFWoRCFsAiYgAAEIQAACEIAABMKbAKI5Y3/i4uJ0z595xowZo9LmzZt/+eWXugtQ1wTqXsC0tLShQ4eqfP369bNnz545c+aKFSuUWLRoUXhvMbODAAQgAAEIQAACEDhTAtwImEGwXLly5pI/uZMTEhKmTZumrBHEo0ePVqPdu3cPHjx4ypQps2bN6tGjhy7TVuHzzz+vNr179z7TfaA/BCAAAQhAAAIQgEAYE8DT7N6c5OTkypUrDxo0SBXHjx+Xv9m0MImUlBRla9SoYQobNGiwceNGk+YTAhCAAAQgAAEIQCBaCeBpzraziseYNGmS4i5M6a5du2y1gphNevny5a1atTJpq55tMyUku01206ZNJhEfH+9Mq9Bk4+NNfbh/5jh5TVrrsmsxWdsy72xgR5cdVzZEs65Bg46CWec300Uv72xQtgXbQcyKmx7nvgRlwtfYictFL+9sULbqbvGGPgpmDXYXvbyzlrPpG2I2KOoQ7bgGjTKzLvIhMgkKoejMynLYPt709PSwndzZn5hiLUaOHCl3sqI1NLre81PUcmpqqtJ79uxR3LPSnTp1ateu3cSJE1WolwVXrVq1YcOGwKlKOiclJQWWZy/xZs+GZ45vSHjuC7OCAAQgAAEIRBuB0ORT8aya8Ixs3F999VXFKxvFrAo5kuV7NodmHD58WCVVq1Zt1KjRwYMHTbdDhw7FxsaaNJ8QgAAEIAABCEAAAtFKANGcbWcVenHllVfaovbt2yutQzN0YsawYcP69eunbOfOndVMPma5pZcsWXLDDTfY9iQgAAEIQAACEIAABKKSAKI527bqdLlmzZrZIvmVdQjdsWPHevXqJQezjs5Qlc7NUNDzM888o+yIESM4OsPiIgEBCEAAAhCAAASilQAvAmbb2WXLlmXLezw6eC6wULpZj6slWQhAAAIQgAAEIACBaCWApzlad5Z1QQACEIAABCAAAQgUGgFEc6GhxBAEIAABCEAAAhCAQLQSQDRH686yLghAAAIQgAAEIACBQiMQ2aLZHAanz5UrV+psuEKjgiEIQAACEIAABCAAAQg4CESwaNaJby1bttRa9Nm1a1fd2Kdj4BxLIwkBCEAAAhCAAAQgAIHCIRDBorlPnz47d+7UCcr61NlwegYPHlw4VLACAQhAAAIQgAAEIAABB4FIFc3btm3TKnResq4XUWL8+PE6MlkJU+5YIEkIQAACEIAABCAAAQicKYFIFc123atXr1ZaV/ft2rVLCR2rbKvym1Bs9PDhw71eb//+/eXANt3Hjh3b3fGYQoVQt2nTpmHDhqrN7yi0hwAEIAABCEAAAhCIOAKRermJIpjFWqHM+mzdurXuH5k/f77u8zuTDejbt++WLVvWrVsnId6uXbuUlJQ6deroxuzatWu3atXKWpYzW+NOmzZNJQoIueKKK7joxMIhAQEIQAACEIAABKKSQKSKZkUwS90OGzZMilaBGSdOnGjQoMG4ceMKvEk6fEP6WJdmy1fdtm3bGjVqyKasKWB67ty5Tgf2nDlz+vXrN2jQINVu3rz5+eefRzQXGDsdIQABCEAAAhCAQEQQiODwDEnbHTt2yMcsRdukSZO3335bjuECQ09NTVXfTz75RLEYCtLo0KGDzJoI6QkTJihmQ4V79uxRm2PHjtWvX98MJKUuqV3gQekIAQhAAAIQgAAEIBARBCLV0yy4CjueNWuWi7I0tKskxKwCM9RyypQpd955p/zHcXFxktHS0CpUbEbPnj1nzJihOGbFbKiljdaQQzrQfnJysinctGmTScTHxzvTKjTZ+PjA3uFYkuPkNVGty67FZG3LvLOBHV12XNkQzboGDToKZp3fTBe9vLNB2RZsBzErbnqc+xKUCV9jJy4XvbyzQdmqu8Ub+iiYNdhd9PLOWs6mb4jZoKhDtOMaNMrMusiHyCQohKIzK8th+3jT09PDdnJ5TEzRFPIEB15oUuDl6NRnnWGnkA85sPVGYPny5RW1bGIwzDSk0RXorPiNhISEe+65Z/To0SrXydDPPPOMHN6BU5V0TkpKCizPXuLNng3PXER+Q8ITJbOCAAQgAAEIQCAPAqHJpzwMFGFVpHqa5QaWYtYrgA888ED16tXPnFDdunVlxJgqV66cYqaV1SkZimzu3bu3rZKYbt68uQKdzYjHjx9XULVJ8wkBCEAAAhCAAAQgEK0EIlU0S7xqS+T0LayX8OS3llB+6qmnFKGxYMECKXKFNb/77rtyP2uspk2bjho1ShHMCpu+4YYbVGjOpJs9e7Y5Hzpavx+sCwIQgAAEIAABCEBABCJVNEvgys2sV/RiYmKMk9hsp7Rvgfd1w4YNOijDyPGFCxdKH+v56KOPBg4cKA2tERcvXizjOm9ODuZevXqp0B6jUeBB6QgBCEAAAhCAAAQgEP4EIjWmWeda6MSMQL4Fjmm2pow+tlmT0HAuOa64Z1UpkMPV0mZDC8ohptkCIwEBCEAAAhCAQEknEJp8Kh5Kkepplj/4DK8yyY23iWZ21boUs2rzkMuuvmQhAAEIQAACEIAABCKdQKSKZgVOFPh0uUjfM+YPAQhAAAIQgAAEIHCWCUTw5SYKkNCFI7p2RI9u1R47duxZZsdwEIAABCAAAQhAAAIlhECkepq1PX379rW38SkQOTExUYXm+OQSsnksEwIQgAAEIAABCEDg7BCIVE+zbrSWYlb88YoVK3SUsi4lES/pZvN+3tlhxygQgAAEIAABCEAAAiWEQKSKZgll7ZBu5tM5zXonT9f4mfcC5XIuITvHMiEAAQhAAAIQgAAEzhqBSBXNBpCczca1bBzPKtQLgmeNHQNBAAIQgAAEIAABCJQQApEa06wz4HS5ycaNG3X2nC7qM/da66qRM9k26W/dBbh58+aaNWvecsst5pg5ua7nz58v+7oI0NynrSF0bPPSpUuPHTvWo0cPObnPZFD6QgACEIAABCAAAQiEP4EI9jS/8sor0s1CbBSz0roB+0yIDx06VFcMtmrV6uDBg7o5RXJZMrpTp07yZ0uX6+psc0CHvNqqlWLWWO3atTP3aZ/JuPSFAAQgAAEIQAACEAhzApHqaRZWhTLr4mtJ29TUVPmbzzAww3iU9VqhgqR1Lofsy+zhw4elyBU/rbF0X7cktU7neOqppyTQ582bpzaSzkuWLMHZHObfcqYHAQhAAAIQgAAEzpBA5InmlStXfvHFF82bN9+yZYtz8WvWrFF20KBBzsLQ05LIaizxrbOfa9SooTgNCWUNofcLlVBVvXr1JKwVmCGhnJCQYCwrkEOiOfRRaAkBCEAAAhCAAAQgEIkEIk80P//884qXmDZt2uDBgwOJF1g0Gwneq1evjh076gA7OZWljw8dOmSHqF69ukmrpUI4TPrKK6+cNGmSbUMCAhCAAAQgAAEIQCAqCUSeaO7Zs6c0qzzN0s2FviUzZ85UeIY8yrpi0FzTnZaWZkYx/ma5opU9fvy4KVRCZ0W7ppGcnGxKNm3aZBLx8fHOtApNNj7e1TVMszlOXnPVuuxaTNa2zDsb2NFlx5UN0axr0KCjYNb5zXTRyzsblG3BdhCz4qbHuS9BmfA1duJy0cs7G5Stulu8oY+CWYPdRS/vrOVs+oaYDYo6RDuuQaPMrIt8iEyCQig6s7Icto83PT09bCd3Nicmv7Je70tJSTGx0RLNI0aM0ATkzzaITAOlu3fvrnIjqfVqoIKeTdo1W0nnpKQkV2FA1htQEoYFfEPCcFOYEgQgAAEIQCAKCYQmn4pn4ZHnaTY6NTdaOerX3Bo7y+Pi4uQznjt37sSJE3UghpzNcmYbv/L06dP1auCcOXPMYR3yc5vgDdUqUMRcquI0RRoCEIAABCAAAQhAIMoIRJ5olmdXUrXQt0HRF4sXLx43bpzX6/P+Dhs2zJzTrCAQSWT5myWpdViHqiSgFesst7TSktFDhgwp9MlgEAIQgAAEIAABCEAgrAhEXniGjkk2d2jnyNEo3RyrQiyUfQloZ6SyTmtW2IbLslzRKs/jnLvQ/r5AeEaI20IzCEAAAhCAAASin0Bo8ql4OESep7moOQXqYGlol2LWHJyquqinhH0IQAACEIAABCAAgeIlEHmiedSoUXmEZ/BeY/F+nxgdAhCAAAQgAAEIRCWBCL5GOyr3g0VBAAIQgAAEIAABCIQhgcjzNBf4fIwwpM+UIAABCEAAAhCAAAQigkDkiebcrtE2uAt8I2BE7BaThAAEIAABCEAAAhAoFgKRJ5qL6BrtYqHPoBCAAAQgAAEIQAACEUEg8kRzgwYNRPaiiy7iVpGI+IYxSQhAAAIQgAAEIBAFBCJPNI8ePdpw79KlS+FugE5oXrNmjbWp67J1rpyJBrGFJvxDLV966SUVXn/99YGn0dnGJCAAAQhAAAIQgAAEooNA5InmIrpGW9spxazL/3R7ttnaDh06KDFjxoy0tLTatWubQolmXWvSpk0bc5xzYmLi1q1b0c0GDp8QgAAEIAABCEAgWglEnmguomu0tcGbN2/u0aPHxIkTnZu9cePGdevWtW3b1hZOnjxZitlcqS31PGfOHESzhUMCAhCAAAQgAAEIRCWByBPNdhsUO9GxY8eWLVvWrVvXFp5JYsuWLRUqVBg+fPiVV17ZtWtXXQSoMAwZ3L179+rVq1u0aGECQg4ePJiQkGAGuvrqq5csWVLgQb1jCtz17HVMTzx7YzESBCAAAQhAAAIQCE8CkXe5Sc+ePc0rgAqTmD9/fp8+fSRh5e795JNPypcvX2DK33//vQxu3749JiZm5MiRMqWsbMqgPND6lIyWX1mJffv22VFq1KihZjZLAgIQgAAEIAABCEAgKglEnqdZ7l7j8V2/fv0777yj8Ak9Us96tENnco22opPj4uLkYO7Xr1+1atVkUAkbsixPs3Tztm3bFB9ivwpS2HJ426xJJCcnm8SmTZtMIj4+3plWoc2aBmH+aWerhTgnH5i1LdXMuWpXNrBjoZjN7yghzhazIpBfCGpv8ebxTcCsj+yZ/cdiOedtx1Ub9L9BzAYiCpFJYEfBt30Da22Va49c2cCOJdBsfpmEyDa6zbq+JyEyKcbvmyYcto/3TFRm8a5K+vXNN980otnOpMDLkac5JSXFRic3bNhQ/uybb75Zls07fwrVkKSWhtbLgio0FxNOnz5dfugcLymUdE5KSrITyzHhHePNsTysCtMT08NqPkwGAhCAAAQgAIFoJRCKfCqutUdeeIbOgNNhcF6vt0mTJjq8QqJZvl65hBcuXCjVW2CO6iuDMi4Lxp0sxaxz5SSUTQCGztbQQFLVOiha0c8qlM5+5plnatasWeBB6QgBCEAAAhCAAAQgEBEEIi88w9wIKLiBLwKeOHGiwNClhqW8FYAhTawAjNatW8vBrJLly5erqnLlyiocM2aM7KtQSt36pIO6kws8JTpCAAIQgAAEIAABCIQJgcgTzRacfL3+SGZfKLN9ChyeIQvz5s2TLF67dm316tXNGXPS5Tt27DCXnujYZhOnoUKdNydvtDS6nNOKgbajk4AABCAAAQhAAAIQiEoCkSeazTXaRbQZEsS9e/d2GZdWNnLZWW49zc5C0hCAAAQgAAEIQAACUUkg8kSzvUY7KveDRUEAAhCAAAQgAAEIhCGByHsRMAwhMiUIQAACEIAABCAAgegmgGiO7v1ldRCAAAQgAAEIQAAChUAA0VwIEDEBAQhAAAIQgAAEIBDdBBDN0b2/rA4CEIAABCAAAQhAoBAIRLBoXrRokS671i0nzqcQkGACAhCAAAQgAAEIQAAC2QlE3ukZZv46pLlPnz7Z13KmOdlMTU21VnQXoDmDef369bt377bnNKuB7gJct26dzmlu3769TqmzXUhAAAIQgAAEIAABCEQlgUj1NBt1q8v5tm7dqgtN7HMmm7Rs2TJdVmIfcym3ruxu166drsuWhjaXbEsxKz1w4MCRI0fqtGZJ7TMZlL4QgAAEIAABCEAAAuFPIFJFswIzBPe3v/1tIV4ysmvXrmHDhln9Lcu69k/XaEs9615AVSUnJ2vQqVOn6lZtFerRpSeTJ08O/21mhhCAAAQgAAEIQAACZ0IgUsMztObWrVsnJiYeP368Ro0aFsGgQYNsOr+J7du3d+vWTaHS9hrtLVu2aBRzHWCLFi0mTZqkK7V37typZiZyo1atWorTyO9AtIcABCAAAQhAAAIQiCwCkSqaFZ6xceNGsZaQdRIvsGhW0IXU8JEjR5o3by7vsi7rfuONN6TIY2NjjX0paSUUx7xv375WrVqZwvr168+fP985AdIQgAAEIAABCEAAAtFHIFJFs8Izpk2bVrj7IYPmbT+FKcu+Qpz/9a9/2SEUx2zS0ta2MMeEieJQ1aZNm0yD+Ph4Z9pZlaOFcCvMbfJal3MtzmWqPI9sYEeXHVfWTiBvs67aoKNgNo89csF0ZYOyVXuLN/RRMCtuepzEgjKxnF0d885i1vDRpwVYWEyC2nENaidwhltWEsy6EAVFHSLb6DYbcV8MTThsH69CeMN2cmd5Ygq9MJEYGrdhw4Z6/0+BH4MHDzaIFN+sdwSV1quBaiBJrc/p06dv3rzZpF2zlXROSkpyFbqy3jFeV0kYZtMT+YaE4bYwJQhAAAIQgEAUEghFPhXXsiPP0zx27Fj5env27Pn8888HUstRvwY2CywxmnjFihVdunSRp1lD2MAPVemlQMU3m9PlatasqThmhXMorFmKuUKFCoHWKIEABCAAAQhAAAIQiCYCkSeaJWcVc6yoYn0W4k5IFuudPx0kJy1u3v9r27at7Oudv4SEBHmgFUJt3vkbMGDAkiVLWrZsqVrFQEtSF+I0MAUBCEAAAhCAAAQgEIYEIk80jxs3bsSIEYo51ht7hQt0w4YN5h6TG264oWvXrsa4XNeSxZLRs2bNMsEb+tRriDqzmctNCpc/1iAAAQhAAAIQgEDYEog80WzDjoviKj55l42D2blhckLrcZYorSgOVwlZCEAAAhCAAAQgAIFoJRCpl5tE636wLghAAAIQgAAEIACBMCSAaA7DTWFKEIAABCAAAQhAAALhRQDRHF77wWwgAAEIQAACEIAABMKQQESKZh0Jp/fwDE0ldHDy8OHD9Q5fGPJlShCAAAQgAAEIQAACUUAg8kSzzrLQ0RnmkGaldcyFzp7Tmcq6i0RHOEfBlrAECEAAAhCAAAQgAIFwIxB5onnChAmC2KBBA32a9JgxY7Zu3arDNBITE8ONL/OBAAQgAAEIQAACEIgCAhEmmnVttbnTRPrY6/XatC64VsyG9kOFZ37biCzowj+zu7pbW1n72C035baZLScBAQhAAAIQgAAEIBB9BCJMNA8aNMj4mOVd1l192o9hw4alp6fr+mul5WzWhSOBZyrna9sUGy0JnpKSYnqNGjVKWfuoUEK5YcOGcXFxKrzxxhuNWM/XEDSGAAQgAAEIQAACEIgsAhEmmgVX4cv6lKdZbmap5KSkJGXNBX66KbBcuXJnsgFSwL169XJa0F2AUuTS5eZR1YIFC/SpSwH1pKWlzZ8/39meNAQgAAEIQAACEIBA9BGIPNGsG/ukVhcuXDht2jRFTRiVLK+zsvJDn+EOyULHjh2tEWloPeXLl9cZHTYSY/PmzRpOel1Po0aNTIiI7UICAhCAAAQgAAEIQCD6CETeNdraA6nV3r17Ozdj2bJlzmzB0osWLZJfWYEZ1nn86aefypTO5VBMiJzZigkZPXq0vMsxMTFmiPr169vGBRuUXhCAAAQgAAEIQAAC4U8gIkVzUWDVi319+vRZt26dM8BDPmY5sPv27atCnWenmJCbb75548aNCQkJZg5WPTunlJycbLKbNm0yifj4eGdahTbr7Bi2aTtbLcQ5+cCsbalmzlW7soEdC8VsfkcJcbaYFYH8QlB7izePbwJmfWTP7D8WyzlvO67aoP8NYjYQUYhMAjsKvu0bWGurXHvkygZ2LIFm88skRLbRbdb1PQmRSTF+3zThsH28CtUN28mdzYn1799/9erVzZs316CKuGjduvUDDzzQpUsXOwepar38p7PtFDldq1atefPmqUqneShaI0c/t6Szibe2FgIT3jHewMJwK0n//+zdCZhlVZEncApcBh2Ewe6GhqKKVZASZGhEC6TYZRsEBOWrD5tFQaAHLRBaRpBdUDZZLBsUqAJGpFVQGJpNoYqlgVb5HDZLRCyRzcaFYREVRZgfFeWpw32Zr3J5mfkyM+6X38u4Z4kT8T/nnhs3btxzjs0R0m19kvIkAolAIpAIJAJjE4G+mE8jpfnoi2keIqR22mkn1vC0BYcmNtxww4kTJ9po0EYqEc08b9486exmWfPnzw8x7rvvvuWWW26IREq2iUAikAgkAolAIpAIJAJdgkCGZyzsiNqpPGPGjD333DOWrrNYh/AMMc3nn3/+Rz/6UXEasiTau1tNPumyOF2X9GiKkQgkAolAIpAIJAKJQCLQcQTS09wDpOKYOZhlsJut1MH7fO+99/JDn3XWWXXiqquuKlpj7bXX7oFFJiUCiUAikAgkAolAIpAIjCEE0tPcQ2fWS9dZqcNpnaJCJPZQM5MSgUQgEUgEEoFEIBFIBMYiAulpHou9mjolAolAIpAIJAKJQCKQCHQUgTSaOwpnMksEEoFEIBFIBBKBRCARGIsIpNE8Fns1dUoEEoFEIBFIBBKBRCAR6CgCaTR3FM5klggkAolAIpAIJAKJQCIwFhFIo3ks9mrqlAgkAolAIpAIJAKJQCLQUQTSaO4onMksEUgEEoFEIBFIBBKBRGAsIpBGcw+9asfs2AWw5EkpdBBPLjgaiXmaCCQCiUAikAgkAolAIjAmEUijudmtP/jBD+yVXfb5u+SSSyZMmCDFdifFdLYdoFPHVltt1TCvm+zyPBFIBBKBRCARSAQSgURg9COQRvNr+pAFfMABB5Qk3uR999334osvti/g1KlTDz74YFnM6LvuustegI6nn3569uzZpXwSiUAikAgkAolAIpAIJAJjEoE0ml/TrYcddtiaa65Zkr773e++853v3GeffWwBuPPOO8+dO5cZfc0110yfPt0O2w6Fr7rqqlI+iUQgEUgEEoFEIBFIBBKBMYlAGs2LuvXmm2++/vrrzz333JL07LPPFht63XXXlc7lzLs8adKkKDNt2jSWdCmfRCKQCCQCiUAikAgkAonAmETgdWNSqwEoxYW89957n3LKKZzKpfptt91WaGHNQbOSd91116CXXXbZUqAQJ5xwQtC33nprEJtvvnlNSyynpVY3E0VaitTCt56WkorVWjdOWyt2hG1/W+mjtMkWAv0FQfkCb5uRkGxfRXZwF0vBuT2fRu5ir8Fk2wpRHzFprQj8Urc1t2Q1+qhx2lpxHLLtLyZ9xHZss22Mkz5iMoLjjcBde0x45ZVXula44RRs//3352Y+8sgjNTpjxozDDz98zz33FLt86qmn8i5L9IHgxhtvjP7whz+8+uqrX3jhhRK5pYVnzJkzp1VUpvNxxx3Xml6nTDhxQn3anfQrx+YI6c6eSakSgUQgEUgEEoGxhkBfzKeR0jk9zQuRnzx5sk/9imv5hz/84aabbrrKKqvwQPs6cJlllnn88ccV5YdmMc+fPz+qPfroo8svv/xIdV62mwgkAolAIpAIJAKJQCIwPAik0bwQ52OOOaYgbo05Dmbf+TGXWcn77befzwHPP//8E088UZmddtrpAx/4wBFHHIE+88wzraFRKiaRCCQCiUAikAgkAolAIjAmEcgPAXvo1t133/0tb3mLDA5mURks5nvvvfeggw469NBDJe62225hKD/yyCPf+ta32NY9sMikRCARSAQSgUQgEUgEEoExhEB6mnvozCuuuKKk8jTXTuhIf3W1ubSVC0ZJJAKJQCKQCCQCiUAiMNYRSE/zWO/h1C8RSAQSgUQgEUgEEoFEYNAIpNE8aAiTQSKQCCQCiUAikAgkAonAWEcgjeax3sOpXyKQCCQCiUAikAgkAonAoBFIo3nQECaDRCARSAQSgUQgEUgEEoGxjkAazWO9h1O/RCARSAQSgUQgEUgEEoFBI5BG86AhTAaJQCKQCCQCiUAikAgkAmMdgTSax3oPp36JQCKQCCQCiUAikAgkAoNGII3mRRDefPPNK6+8su0AN9hgg5/85CeRsccee0gpRySedNJJURKxqH5SiUAikAgkAolAIpAIJAJjFIE0mhd17OGHH77DDjvY7W+jjTbaaqutIuPhhx+WLjEOiWxrW2rPnDnTdoCISy65ZBGLpBKBRCARSAQSgUQgEUgExiICuSPgwl598sknP/KRj/Ar2wLw8ccfv+iii2Q8//zzNtC+4IIL+JWlR9Hzzjtv+vTpNtN2etlllzGa99lnn4Vc8l8ikAgkAolAIpAIJAKJwFhEID3NC3uVTfyJT3zCiYiLQw45hHcZ/eCDD/o94IADGM18z3zMUXrSpElBTJs2be7cuUHnbyKQCCQCiUAikAgkAonAWEUgPc2v6dlwLfM6P/LII2gu5y233PLoo4+eOHGi32222eaJJ5648sor2cpRbdlll31N/QUnJ5xwQiTeeuutQWy++eY1LbGcRoEu/y3SUqQWvvW0lFSs1rpx2lqxI2z720ofpU22EOgvCMoXeNuMhGT7KrKDu1gKzu35NHIXew0m21aI+ohJa0Xgl7qtuSWr0UeN09aK45BtfzHpI7Zjm21jnPQRkxEcbwTu2mPCK6+80rXCjZRgjGauZSHLEYMRYvg0cJ111hHZzPHMej7jjDOkn3vuuVddddWcOXNaRWU6H3fcca3pdcqEEyfUp91Jv3JsjpDu7JmUKhFIBBKBRCARGGsI9MV8GimdMzxjIfJsYgHNzGXnyyyzjN/nnnuOTbz//vtHCV5nBGPaZ4L80JH46KOPLr/88kHnbyKQCCQCiUAikAgkAonAWEUgwzMW9ixDWdyFkyOPPPLrX/864gMf+MBNN900Y8aMyZMnb7LJJieffLJQDaHPO+20kyz2tDKXX375pZdeupBF/ksEEoFEIBFIBBKBRCARGKMIpKd5YceyhpnIyy233MYbb4wQm8GMFp5x8cUX+9RPPAaPsnUzlJYoV1TGrFmzWNhbb731GB0bqVYikAgkAolAIpAIJAKJwEIE0tO8aCgwfx0XXnjhoqQllrCcXOuKcuxmR10s6UQgEUgEEoFEIBFIBBKBMYxAeprHcOemaolAIpAIJAKJQCKQCCQCnUEgjebO4JhcEoFEIBFIBBKBRCARSATGMAIZnjGGO7cbVfvpT39qG0XrXpdlSUj5ne98584779xrr73Qco8//vj2oguhicVMSrG6SmsuzmuttZbCijWabqQcdNBBK664Ys2tNJFEIpAIJAKJQCKQCIxnBNJoHs+9PwK6s4lj85faaLYgyUsvvRTSyG3YrG9605s+9alP1Yn2bvzDH/5QS98+V0l287rrrhutHHjggV/+8pcJ4LtPW9i8/PLLM2fOvOeeexj00he7unbdbtKJQCKQCCQCiUAiME4QyPCMcdLRXacmn27IxM1cLOYepWzYx8r8/ve/tymP46GHHlpyySVXWGGFumLJVeB1r3udXRuZ1Ntvv71WbrzxRlUUPuKII/w+++yzxxxzjH2P7r//fqcf/OAHl1566dr+rtkmnQgkAolAIpAIJALjGYE0msdz74+Y7gxZa/ZF86eccgrTtiGKEIsJEya8/vWv52aW1ep+jvJMYcTtt9/eqB6nG2ywAUP5Bz/4gVP70TCOV1tttZ///OfXX399JJZab3zjG7mZ7733Xi7tkphEIpAIJAKJQCKQCCQCBYE0mgsUSQwfAltttdVTTz0V7TF5N91007ptFrO9yjl9582bF5vIsHcj4rkuxiU8f/78XXbZJeKV6yw0BzYjWMXIFYNxxx13vO1tb9tuu+123XXXW2+9VRlNnHTSSWiLc6ebuQFgniYCiUAikAgkAolAjUAazYvQsJM2Y46D037a6MjgkhT8avdsv+JfI/Hb3/62khyZTK5F9ZPqMwKnnnqqsiI02MfM2QsuuKCuymLmexZlwd6N0Octttii1TI+//zzxWbYaKauW+iDDz4Yfcstt5QUDYlXdrz44osRnqEJbWndEW5mfcq37bfUSiIRSAQSgUQgEUgEEgEIpNG8aBjsueeetv37/ve/Lwntl5XMK4nwodjdd98dX7Axo22jLf0jH/nIsccey4BexCKpviHAAo4Ijc997nOIhkHMYhZWsdjYYr7qzTbbrLcGOaFXX331OnfVVVfF04EQzRxZLG92uTAPYlhYI0xnv7q4rpt0IpAIJAKJQCKQCIxzBNJoXjgAnnzyyY022kgwwLve9a6dd96Z2STDftp+eUPt/8dEPvPMM5nRFlj46Ec/agEHx+677245iHE+hgamfkRoCDVGNDj8+c9/jsAJccaNrHLK9kUfddRRJaUmdJnTf/zHfyyJDPEXXnghTn/729/iX7IEcrCwv/GNb3g0ko6zXymlQBKJQCKQCCQCiUAikAik0bxwDKy00kosrWWWWYbn+Kyzztpyyy1lPPbYY1OnTo0SQTz44IPPPPPM+uuvH4nvfOc7r7zyyoUs8l9/EIgIDSETQTSq+kxQVnznJ+vss88OO7gUi+8I3/e+95UUvuH4alDKdddd5zcM6yjgOYdneo011rAMMzfz3nvvXSqirb+BFc+0lTrU8nvIIYeUAkkkAolAIpAIJAKJQCLQXLVgnCPCJhaDwc18+OGHcyo/+uijBRBhzUHfdddd06ZNC3rSpEmlQCEiisNpfG2G8DlaTddZpVY3E70JT69al1pN6T2ecve+4Q1vkCskw4MKgo8fzbkbnuDIZcJ6IPnxj398+umnW1Z59uzZl156aURxBNu3vOUtqhOstPKb3/zmL3/5S8iDDj5x6nf69Omsavbx7373u/e///1OI0s0DmP6tNNOczpjxgwMTzzxRJzFbBStZZVWgo66fh2y/JbCdcnILVntT1v5jGq2AxN+sSCMB7aNcbJYTPo4wJItBPoLgvIF3r5f2ovtsmTbClHBudFH7U9b+QwM20YrY4ztwDBZLAhDxxbnrj0mWMu2a4UbKcFuvvnmbbbZxhdmDzzwAEeybS9IwrZjN7OqhRP4gs36vhKFc8yaNSsKNKRlOvvmrJHYOJ1w4oRGSheevnJsjpAu7JYUKRFIBBKBRCARGIMI9MV8Gim1MzxjIfJs4rI+xtZbby31ueee83FYBDc75fX0u/baa4vTKIle9K+55poLWeS/RCARSAQSgUQgEUgEEoExikCGZyzq2Isuumjy5MmCXxFSt912WxEaCOvKCa49+eSTffbn1GeC++67r9BnEQLWXjjyyCMXsUgqEUgEEoFEIBFIBBKBRGAsIpCe5oW9KozVWhlz584Vg2EhuYsvvlgKv7IgDREaNr9QLjbaEBp7zjnn+FBMCMcOO+xgDY2xODBSp0QgEUgEEoFEIBFIBBKBRQikp3kRFqIyHLY1YSuXVIvNObicLawRiQiG8n777ee0JJbySSQCiUAikAgkAolAIpAIjD0E0mhu9mltMZe8VuO4NaUUTiIRSAQSgUQgEUgEEoFEYIwhkOEZY6xDU51EIBFIBBKBRCARSAQSgc4jkEZz5zFNjolAIpAIJAKJQCKQCCQCYwyBNJrHWIemOolAIpAIJAKJQCKQCCQCnUcgY5o7j2ly7B2BUbCZyxJL5GYuvXdg5iQCiUAikAgkAuMVgfQ0j9eeT70TgUQgEUgEEoFEIBFIBPqMQBrNfYYqCyYCiUAikAgkAolAIpAIjFcE0mhe1PNWaD7iiCP22GMPWwCiIwMtpRyRePPNN9tzWyJiUf2kEoEWBI4//vgNNtjgoIMOqnPsjyNRilx0nYX+zne+00hxqnw51GoUUEUuVj/96U9LVrRSN63YGmusUbe44oor1gVK3SQSgUQgEUgEEoFEoIFAGs2LADn66KNtCjht2rR77713nXXWefLJJ+XZI9CvxDjQ7Gl7AS634ECk3bwIwaRaELjqqqsMpwsuuKDksGvtwS5RitwbbrihZCEuvPDC7bbbrk6JROXLoVZdgCmsyv3333/NNde87W1vC5ubZayVH/3oR5peaqmlonxwvvrqq7fYYgspjO+nnnrq8MMPr7klnQgkAolAIpAIJAI9IpAfAi6EhSlsu+zvf//773rXu+z2h77iiivs/MdoZknbKbDAd/rpp3/0ox8944wzpDzzzDOXX355nVuKJZEIFARefvll1rC3E1IOOOCAkl4TTNiJEyd+9atflYjea6+91lprrShw9913I155pecvFE855ZQll1zyL3/5izLs47333vs///M/58yZs8IKKyDCpOZO5lRW4Gc/+xlns3GOPu200975zneWVqTkkQgkAolAIpAIJAK9IZCe5oXI2AiQUcJidv7ggw/6nTJlyg9+8AMEs1gkxrnnnhu+Z4by+uuvH9VWXXXV66+/Puj8TQR6Q4BR+7nPfS5y77jjjmWXXbZRkkV7wgknXHfddbfeeqss9GWXXVbK/Md//MfrXvc6zmMe4nAkl6wgGOXsbFmIMI6l//a3v5XCpEZvtNFGLHIEP7f0jTfeGLcXX3zxnnvuCQ75mwgkAolAIpAIJALtEUijuYkPl/Ouu+665ZZb8h/PmzdP9uTJkznkZs2axaR+/vnn77rrrlJnvfXWC0u6pCSRCLQiYJw88sgj0lmxL7300lZbbVWXEY4sTGK33Xb71re+ddxxx8ny/MYILmUeeughtQRy3H777UIs6qBkZW655RYmNTtbFuv8m9/8pkRvQlSRwgrncubkdjDWxW8Yw0cddZQgjV122aU0kUQikAgkAolAIpAItEcgwzNegw+LmUHD68ykkLHPPvtsu+22K620EnqTTTYRwRxO6GeffTaqISK35sJ8idPwGqI333zzmpZSTuuKXUsXaSlSC996WkoqVmsdp12rYC1YqNAqfFGtVWvV69xCF7ZiLT71qU/98z//s3cXIije8pa3lCp/+MMfBCsvv/zyLGaJYVvjULfyoQ996L/8l/8yffp0BTzLRUxzaUWwEPt4s802k8uq5o1+4oknxGNoaKeddvrFL36BP/v4k5/8pFHNu/y+971PgD67fOrUqW9605sIYAx/7WtfU72N1o3cWrzI8ltEas0tWQ0+jdPWiuOQbX8x6SO2yRYC/QVB+QJvXh0N9NqfDtG13Gh0sa2U7mtUbH86xthStuAwKoYxgbv2mNBboGTXSjx0gtUW8zLLLKMhn1I999xzTGe0XF8HMpp9L+hUxLNfa2uwSIJ2Wh9M5/Aa1okNesKJo2Czj1eO7TmUtqFL305Hgb6d3dyEF9kIcZW9/vWvnzRp0qOPPrrpppuyaw0PiZG79NJLs1x9sccZzMEcWTWeEj2zMXYlFoalAONYmJBgZSnilefPn4+VyOkDDzzw/PPPl6jpN7/5zcKK6irMaCV9KXjttddySEfrpcCACV5wbA855BC6FCZkXn311T0VhI88Hg9KroiRRly1lDo6peheqgDEkwOep556aqnb2nQU8+IIoS62H/zgB3niS5XCMIlEIBFIBBKBLkGgL+bTSImanuaFyHtnHT5mNnG4k1deeeXHHntsxowZ6667LnPZ93+CNDiheencqrkM+Qt9L7j77ruPVOdlu6MIAbYyN7CYY6ERd955Z5Gcxfz73/+eXXvwwQfXhmYpgDCDiKwIq5eZK9yizkULU46UF154AUPWudMYxgiNsqqjgN9iuXIzKxm2+OOPP14KDIYQQ+IB4DOf+UzRhc/bY4MIE2wbS4WEMBIhUDd65plnfvnLXy4prrsQMlLI72lWRAq2FgwRQ8UILo8fnha0Hl9Awg1WflVkN7OYiZEWcwE2iUQgEUgEEoF+IZAxzQvh4v0SnWytDDEYPpNy8B9bRsO7bzT7+KKLLgrPsUQvyiWypL1VP/TQQ/uFeBYenwiwlRmvLNra/itQnHfeeUIsWH68qhLZ0FbbKLmsRoFAEjmVFWOGymLyOhB8xpGrgNjo7bffXhOMRe/jFFBFuxbKKNxKNLMxLBpEo7LCF1vKDJIgRuHQWCCvpAfBLd1IcRofPvLEx9H4WpH8tPvzn/984403QoOFrQoDGkqMb6HhWo8vIBnWrGeYk4GbWRlBMq3NZUoikAgkAolAItAXBNLTvBAlscuxDldBjadZkAbb5ayzzuK0YyJHzIZfX1mJEOWc5ngu5ZNIBFoREBsQiQxZwWSxQDLLmIUnXe59992H4Je1rhxjUTHPZoy88BZHXVZjWIGczczfMLsZx5HreY9FeOSRRzJASyhCuFotnVFXUZ7BbQBHgISQDLW4vRcbRxQN9fGXqRqWfQSHMGGlNOpa4kM6QBiysiZMeE2cGH+wBwBYlVDvunrxoJeFQeT6AtIDQFjGTldbbTW/nhb8CuN+z3vew83Meu7sswHmeSQCiUAikAiMHwRec68aP2oPg6Z9CcrJmOZh6Ij+N9HBGO7+Nz7Ka4Tz+w1veIMvFxnubHSBFp4Q2MHcwJHrvQ2LOaKo+bkjq9abDe2UjSvSA9FjvHV40JWJ0I5oKJiwxa0owoD2oMtuZrIL4bBsiGeDNJprnJNOBBKBRKALEeiL+TRSYmd4xkghn+0mAmMWAZ8HMIupx2XeiMBmB4ePuQQ9t6LAyGYos4bZ03Jtbt9a5phjjvEhIG4c0uxjpjkDWmyG4G9xKV4QiV224YsQDoEc4WbGhKnNIg9/fyvPAaT48tKTQB1L452AFOm4+Y0I8poz+74+LTQtbDNas4os6R4tZGGFlsj0l1IfGi3FyoMBQq3CP4lEIBFIBBKBQSKQRvMgAczqiUAi0ETAl7KSWIfs4xKgUgqxbtm1Yf+VxJoQgsJbLIXhq/Cf/vSnOpdZqS6L0IIhvMiiqgSZKMBAF3YSGxLFxooShbIoHNHMZ599tg8iLSpSVl+q2Q6M/uUvf8lwLzvXYOKDTinS0X4bQdus2EsvvbTHtsTbiE1v/SLT8vARxCKY20fJ6grp8TgRh+3T5VqVBQholjQnDRtaMTDWH4D22GgmJgKJQCKQCPQdgTSa+45VlkwEEoE+IcDY5fHlLVY6IptLNUZwmICx+6Z0McclF8EmtgQe33BLFLEsAABAAElEQVQkMkB9sFgXsD5GyRV98fd///eRy3BE/PznP/crGLpUsYI1YRjZjO9VVlml7JhYCgyeiNW1g09NF86sWAJQzfImPN+t7mQPGA3zOuqy+FnSPOhi020+Klicv9mzATe8I5Dkcee2t3E6E1lciori1DUHutjppoiRRCKQCCQCicBgEEijeTDoZd1EIBHoGQERGixa9lxrNpOaI5ktyFL0iZ5iEescJdl/YVhzykZws4VHZKG5URF4MhblRlizhUc4trmcGdMM4tgWMb50VJi1ytv9jW98Ay3Smlv6f//v/936YaLcAR8sciqEHewX3eAvkVQnn3wy/zer11F7prXLMhZeEs71hhixXvWOO+4oPT4ArW3r+Bg0FvJ761vf6rEhxLCZDjezKBdQNxjmaSKQCCQCicCAEUijecDQZcVEIBFoIsCMC0uOIctoY9EqIUIjEhdkvrroB4coG/FXv/oVPzTCV3o1Iz5UXmp+UxwEJYexiI5ID1EZkWtz8shlGnLf+s6P0YxbWV4DT/xVDA5MZ25pvl77udTNDZImp7U7wg72y4a29EfhyfHMmmdG+xiR1p4HHLETTSnD6S4xnMQlMYiJEycignkEQxdPtucBBrQFB8MyBrV2tQUBpna4mZVhkTd45mkikAgkAonAwBDI1TMGhtvia/Xl889cPWPxOI5AiVw9YwRAH6VN8pGz+K0+yZb13SHnNys2XL9Mf7mMV6qV3RnDpy6r6OurRDHWYf3zprcu8eFrwuJdZp17VIiFqyPdUtaFVSFYzzbTEdER8RuiO4rrvZRJIhFIBBKB7kSgL+bTSEmenuZFyLvznXvuud4O228MHRl2PLnkkkt8v++3FLWltg20HTfffHNJTCIRSATGJwKf/vSnRWWINvYbH0EWHBZ4lpfmGu/N4xvLw4vfiFgUd4uIQikcuKV988eY9iuxRLww0wtdCiNCDH5rFrNaHO2+IKwLJJ0IJAKJQCIwMATSaF6E22GHHeaGN3nyZPctK7wyl+V9+MMfjpDKfffdl0ktRbp4TTek2D4wvtZfxCWpRCARGGcIeNLmA/awbX29RhgxP7R5gzEdASrWqG5gI5dpG4cswRXCkRG+5BNc4WBMWxnDqb0P8YkgDeloWzI1uDktOz5GFsOabK3FMiURSAQSgUSgvwg0d+rqb/0xU54pbKPsm266aeutt7Z1tu0AbaM9ZcoUlvFzzz1nEzWhikzqT3ziE1/4whdsBCiX7qxnX/CUdQDGDBqpSCKQCPQLAWt0iLJoXV8PEyb1zJkzPWYzfD2NKyZ8QhB28JdbGvK4LlojIrDRnMQiMcw8zPGI9Cjx2dbHUItTudQNIlIiGIOtbJU9Mdz17pKN8nmaCCQCiUAi0HcE0mheiNVKK63kPWmYvxGbwWL+0Y9+tOWWW8bu2e94xzsY1vzK3oqWW+OGG254+eWX9x3uLDnOEHh1Z7uuP3oIiu16mbtFQH7iMEkFYPj8jllMsnglFUTksn1l2T7dr0NWjwd/s4UvIgutPFposjUxrLzhlVfY0xKjWDmtudn2JU59EOm7wB63Iq/LJ50IJAKJQCLQRwTyQ8AmUCxmn/I8/fTTt99+Oz8N/1A4lcUx8xIxrN2HPvKRj3A5q+nuOGPGjB6/xeEocttrcn/teX4I+Fo8uuSsg0ZkGs1d0qcpRiKQCCQCicDoQKAv5tNIaZKe5tcgHxYz+9hOARzMlpJlPUcJruggmNGljjenJb0k6u+gy8Zj4hRrWm45LbW6mSjSUqQWvvW0lFSs1jpOu1nHIluo0Cp8Ua1Va3Xr3IouXLuXKNISsY3WjdzFgqB84ZxsG+j163SxUBecky0EOgsCbgXeHMbdgG1Dhrw6ApDGQG1/WoZ0A8zG6WKxbbTSQbY4d+2RnuZFXcNW3nPPPb3NtOKpqGUZtSNZYIadyTiV99hjD1nhflbgtttuC3oRowVUXx6V0tPcAK07TtPT3B39kFIkAolAIpAIjD8E+mI+jRQq+VX1QuT5mMNi9u15WMwyhDX7jXXlfPDnKxynfu+66y7xzarMmjXL1gYS80gEEoFEIBFIBBKBRCARGMMIZHjGws71vXnEXZQ1oc455xyBy4cffvg222zDUJYbK6paWwNdVsxYbODyGB49qVoi8FoEMob7tXjkWSKQCCQCicAYQiCN5oWdacXTsIlL51p1Dn3GGWd88pOf/N73vsd0jmU0BDGLxxCtYSk669OV8kkkAolAIpAIJAKJQCKQCIxVBNJoXtizTGFHj90s3T60jaziaW6k52kikAgkAolAIpAIJAKJwNhDIGOax16fpkaJQCKQCCQCiUAikAgkAh1GII3mDgOa7BKBRCARSAQSgUQgEUgExh4CGZ4x9vo0NUoEEoFhQGBUfPUIhw4uoTgMqGYTiUAikAh0LwLpae7evknJEoFEIBFIBHpD4Kc//el3vvOdkuvUfuPlNIlEIBFIBDqOQBrNHYc0GSYCiUAiMDYRmLDgqE3VNdZYQ9oGG2xAYcTxxx9fa/6BD3xgiy22qFPQCgefN73pTa1mbsl9/etff9BBB0XdOjGqyHrb29623XbbRdOKbbbZZp/5zGcabeVpIpAIJAIdRCCN5g6CmawSgUQgERj7CJxyyilFyUceeaTQrcQNN9zwzDPP1OkMbuvcW/n+ggsuePHFF4844og6l7dY7uqrry73rW99qy2llGeIlyoKH3jggX7/9V//FRPL5MtyqthTTz116aWX1tySTgQSgUSgswhkTHMTT5tp33jjjbY1iQyn1mMuhWKlOXsB3nTTTdKt7tzbQnWlShKJQCKQCIwZBF73utfdcccdoQ6n78svv9yqGvfzb3/7Wz7gP/zhD/fffz9/s92jotidd97J2L3nnnuccgz/+te/rqufeeaZSy+9NFN7rbXWkn7AAQcof/7552s0qkh8/PHH/f7pT39abrnlJk6cGNU/9KEPMbXf9773xWn+JgKJQCIwFAikp/k1qLKGDz744BkzZpTUo48+euPqkK7MOuusY2/0o446ig1tP+1SOIlEIBFIBMY2AptuuulLL70UERqf+9znll122Ya+K6644vz5820LJTBjySWXfOMb37j++uuXMtzGzF+/ivEN77LLLiULwT7+/e9/HxbzzJkzpWyyySbcE29+85tFawjqYGdLkW7rVrY7RzUBcHv22WeZ2jWrpBOBRCAR6DgCaTQvgvTmm29mDc+dO3dR0hJLXHnllXwkr/z1kMVc/tu//dvbb7/9wQcfXHvttb/whS/U5ZNOBBKBRGAMIxCmcERoiM3YaqutamVPPvlkprDgiv33358ty2IWeYyoy6Dvu+++eIPHkdzIilO+6gjJCOcxm3jKlCk2meLA3mGHHZT5z//8z5133pkz2+asp512Gu/1z3/+c4Y4r3aPDAeQKFaE5I2o6wgXkRW5fWTbyqeuqIlGK3JViSeTUrKR4rSDypZWkkgEEoE2CKTRvAgcb/2OPPLIE088sSSJzUA/9thj5557btBO3Sd23313W2o7vBAUp1HKJ5EIJAKJwJhHYNVVV+XlZeeJzTj11FNrfTmhnd599911YivNE8GjzAhmYTdMQ4XDV12iOKTwWPNPq8VQ1mhUcXrLLbdcdtllgkC++c1v+ihQyauvvrr108NWAfqSgjMXiRCRuvBOO+0kUVbk1llonzayZRuJSy21VPBBtJq5POiacMgNvfzyqatCI7lhT3uKOOmkk+oPH53+3d/9XaOtPE0EEoEhRSCN5kXw7rPPPkKZ67eNETw3a9asq666ihN6jz32UPrhhx8uZbx2jM9QFnFJKhFIBBKBMY3Apz/9acax0IgVVlghQimKur7SMz36gI8jtiTWBKtRLHKkRNjGo48+WheIsA32dAliFonBaI4yTz/9NKKOXQ43MxNWOvczg/773/9+zXDwdFnEgzkbTwW98WS+N7Loy8r3ncxDDz3E7/7tb3+7LoAzhj5nlMsLwyKXu/fee9NXFYe68a2kiJdjjjlm8803FyOuDBc7bqJZam5JJwKJwFAjkB8CtkP47W9/+znnnLPffvuZzkx2pj+vAmsruVjPNRcegji99dZbgzDT1bTEclpX7Fq6SEuRWvjW01JSsVrrOJ2wyInftbouccvmr/Zaq/BFtVatla9zK7p71SySFWnba93I7RGEwrObCfr2KHzBoU3X1yAsuBS6WdGFshW9auGD9ltyWzEpWY2KXrVxpn7sYx8TMlGw+t3vfhflmbwmSSEZ//2///drr71WXeVPP/10H4YEn7/85S8qrrzyyhtttNF1113HvcrsVoCd/S//8i9f+tKX+J4lit9gF2LLCt9+++0vueQS/mPz7W233faGN7wBK4cWZ8+eHW7mr3zlK1LwUV1bvQmvTJE56ODj19EAIRL9cmNPnz5d7qc+9SmyUYFSrHNZGvq3f/s3ryJ9kvjHP/5Rymc/+1m06JSQ4Te/+Y0HAFa+U1+N/+xnP1PGEbk4+8Zxyy239G0M/v/n//wfdjkMqcwmVkwo4P/7f/8vCi+o9+q6fp4Q3IaY2oUPoiG807pWm9PWit3MNjQtqi1W+FKyUbH96Rhj2+jQPmKyWBCGji3OXXtMEKzbtcKNiGCmPx8CBiy++TOXCVwmifAMzmY+jHgdecUVV0hU2CQedENapnNMao30+nTCiRPq0+6kXzm2YyNkvOlr4dru7NPXStWx/h1n+o6KztXVHezfV8MPTHosQiasyVCIhQYkMvIES5Rc/gWf5SnJLBYvwfLjAy6jLnIZu+zF8847DzcRCN7yKf/Vr3614SeO5pjpvKoMYnYzo7y4t7XIQA+fdLio+Wivv/762hVd2u0voVHTOG+6duOOIFjCd5Bsjpjb5YreFllBkXnz5klHMzUkFglLo1zv7iBM4QAt0jndPUIEc5AGZ+1GLlgwFATI1Kbpn//8Z45ny1FbxY9nuuZTWkkiERgDCPTFfBopNTM8ox3yes5nLkxnhf7jP/7Dr1mPg0GERiSymMurxnaMMi8RSAQSgdGPAEONjUsPwcTFaEOwmCWWXKdBI/hla4tZschlKbICg5vfKB9s0eWIAuxITFRhL9b2KNcvZ23gqgBTUnMdsZiDp99dd93VrziKiM2waFLJQjBqmeksZlKFqGzfWsIozGJed911mbwi/erqhx56qFO2OIu/9v9JDIuZOR6rggBEPLcIDRY5NzPFPXuwpDVXMxwMDWTe/RKLEqy0IhEtF93g32MQDqBI1eDTqEi7mltrFZwx0Wip6FStcppEIjAiCKTR3A72T37yk7I92TOd9913X98IitMoiaaSu+66q/5wsB2vzEsEEoFEIBHoKAKMqtpCrelOtcOc5d5m7FowhAnbapEzhSOiurcWmXq8LYqxdxvVyS9w2TYu6sbb8DATi8Uc5nhw9rAh94Mf/KClrEWAiBjk4Gdq19ZnbzL0JZ2OzHFClsIsV61ERKLcxqJ+LF1u/lI4CBL6WpFU4m1EkvRoOmMr6qZwo6wqFqSKKthiBTEvEPit4qkAWzwDokaLAz7VLrYNu1+KA0+5jr4wx0GVBp9GRUqFXiVd+Qb/aLcUWCzPUjKJ4UQgjeYm2lOnThXHHKlC0Kwr500cZ4MJy1O+dIkuZomHHXaYF4W5uUkTwTxPBBKBRGAMIcBpIkLDgiF8vQ21OL+ZsBay6M1mYiqFN9qtJFzRNQeGkc/++MgdJV2iKsJCaos5crUSbmaLWGvXXcmvbwRL3cETjPtizFlOqg3DHpcLFEVDJLA4PGP0uEcjP5RWCmd7IyjpFYEXBRI50QmggLcKQlMiXCc+9+zsQ5GIIEa5B48iic6S4pAi11GyEPpFRHudEomeHFTx67Vzj8NAoqcCetV1gVD4K4CzUeQxI2xrbYUYdZWkuwGBNJqbvWC/kjKU5XEt+4xDit+6qFOrbaTFXGOSdCKQCCQCYw+B+I7FMheN9fVCUy5YFl6xvc4++2wWTwGBTYyeNGkSD7GXkw6nfMMiKxBsZea45eSk86TGXYbxJIuHO6rUjmStMEnxZ00KCmdc+o0AElU6cog2sWdNsJozZw5ztsGWPGw7v2HVoWt9bT1TrENb0jTqOuV7prJHgpIFWJuIYQIBpjafVKxbxZR84YUX/v7v/15WfO5ZqnSQ8E1n4VbvD18SCxEdXU6DYM17EcHc50cTnl6GQV0sNhIuKcxivQ+EkmIjTLTHBmgHetY7Nxg6+5Cg0YbvX19IiaHoNwZnkcroaqTI0hfs+6hVj8yoVXJFHMUrAun4lCrx5iEQwMQgj4pYtT6QRFa3/abR3G09kvIkAolAIpAIjDwCQiBYqH7ZLoxURxgxkRi5pBRxIWzgl7/8JVMAYX9vS38U6e3horxcdlUcJQvBL8s2smML0w3BcyzRx4Kq/LX4QxEdIR1/TmWmG1pJdmc4pFkqUjp1+Ggn7Eg2KyvQh481Z8aNgI0QNb6GZObWAhAsTpVUPVZNKRyoIAYDSsVaisKeE5jg1GG6KSMRAiI0WJbWNxwKN3OI5Amh9qwLESmiFoIipPIbi/2FiVly2fQC0w0MMuPGyi9ZQbAd4SCrpDOLRfMztUuKL6aiAFvTMNMWqWIwlDKdImL8BLeabuXvbYZB2EjXU8anrqe4kRDdV8roqcj1lOgRiCJGkW7lfIzRoveleDiBAOb6Nzj4XLixOWjh2W3Eoo7sNslSnkQgEUgEEoFEYKQQKJ8nEsD6FY6QxDd5siI3UuL7RdZzELW5U75oLIQqCjiNumhxCI5Sq5QMorSLPwu1REXzUjut4zqC4SB/GalhR4rNYMkVfyG23L3sJMZ6EbW3tlhLURIgdRlOcdZwI1EBlhYTSni3JsI3T3cGlkReZ4mHHHIIO5tvstX3WfPvL61dzt3wrEdMCJu1ZhKK8B97yWARGFnFjx7F9E6YfWHpxh7vhYMHALajAG4NlUSWJZMxliyMRCnc7aI7aMoXO3QWpA6tPdw1XcQjAJCpA/wXX3wRUbJARBGmNpVjWNZmN2WVhE/J9YwXET4CWSUqHDt3epkgjr/40aOJxQ6qIsbIEmk0jyz+2XoikAgkAolAItAtCHgYYFqxI8Vm1IZdyMfkZWkxntqIywYKi7lh0DObGIXsRc5aXls0gsMeK4YyE8rzAP6xv7pEkkgMN7O1CPnjeSv53du33kawHrO40sOzTmXeXz7RUoyEFGHnsedIEt5xWpQChSgqNyw/u9Xg2diDpjz2lOpSPDBA228UZrkK2tFij82Viv0lokMjRiJ+AV4zoYhnFeZ7bDxUZ6HjQTHkj6cpDzOljHSPOiFw/HoCYTd7LBGg4oFHL+tNxRjlv/71r+P5Z6+99vKQEB+MFVbdTKTR3M29k7IlAolAIpAIJALDisB6663HjhRUYBXtumEGFquIDeTTvZLubXuhEUwxhiZrqWExy+KFZYBOmTLFN3MclkxzBDtM1ne/+91gwk713j9ov2w4zk6rCvJNeuMfplhEPJcygySsIRiedSr74rPBjZA/+tGPGomN02IxN1RmVvIfc6myDmnBcatko245ZUrS0W+4mSEspEdQeGc/B/RIwIgP97DfOrKcJDTVd2JvvAoAdXRT4zEgBKYIDzpW0X1FiyA81RDbaIm6QBCzJCbHY48PIg0Y/AVjgMtTkMB9g4HpDK42+DSaGMHTNJpHEPxsOhFIBBKBRCAR6C4EuAPZkYxjNlyrZD7aYwYxBCMUwfrTteuXn1IVBh8vsoO71GnQYRcyDR1hkCHkMqf4I3lVRfQ6FR/iN46wIHl5NceoDaMqTOe/Fhnsf1LR1Lf+VG586Mnso04o21szROrRra788ssvjwMomMuYs5tLeHobbrLYmmoJB6+h6K1Kf9NjKRi1vDFofEJKU+n6oj3PorKgi9aSnpoEMYO0VpaBzlCOZ7BYn5GOjGa2smIiOriiDYZrrrkm3PmtbLsnJY3m7umLlCQRSAQSgUQgERgZBJhQPMHaZkcyZBnH6HAPI+TG0hBsVs7IUoznmA/YaRw4ONjEcaClqxh1/1pqETcpzClhCawlfBDFeakhntHwVlo9mv9bxIj44MKkU4QIDR5uflPWeYMnYXjNIybkPe95j9wIKohionhZzLzRhJfuCLPeowKC5BGV7pf1TP4Snt5oJU65YOtoZmsU2lAT8x4LDzgxHgwIjHMjboSm+iuU7Y1/sZiZvK1wyfWYwYEtCCdyY/e3Hp++NBGLjutorzV8T2lJxx7DrHsTZkTScxvtJuy2+ps9e3a96pydtH/84x+//e1vrxeYu/nmm9X0LFiHQNW8vJ6Iz0XrxAY93raVHm/6jrNtpY3uUbGzdKe2lR4VyuqU1Lcx7+ZpIvAqAuEFZ8iyfT0SiLhlRDL77LrCzC25bFl+UNHAokQQIg3kBoJc7LWpIFFsCYbqsj7D3I+SrSkaYp7WZrT4hLI1PTsyVh4UxlDzCW4D++Xv9yTDocuQZaQykbUuETcaRS4dLVrCnmb1egYQes4ILo8xgBJfwYscD1QqeqZiECsJQG5j/Bu5yqjCjP7sZz8LKw8nvl4N+QGrPDOJsiKePQ55TiCej2L7Yj4Fk+H/TaP5NZizmPfbb78rr7yy9KvhctFFFzGXmc433XTT1ltvrYxlyQ13NV0YngVrY7qw60uvjzcjcrzpO86MSGN/VNiRaUSWWapfxKjoXBp1qn/7BU4WTgS6HYFiNIe3mPOeedMwmtmsTFjWi1cNrOcItinmEOM4LJ+iKhNIFSYvgi0u0LlkISIXQ08jXMhs8doEx03gSjyBFM6xmmFfzKe6oeGk02hehPZPfvKTPffcM8ZEjBIpxo2HP7/2/7v77ruNj3PPPXfWrFlsZTV33HHH3XffvccPP/vS6+PNiBxv+o4zI9IFMSrsqk4ZVaNCWZ2S+i6a5JNKBBKBLkGAn15ATonc4MZebbXVIqijL+bTSGnR4XCZkVKjI+2Kptpmm21OPPHEwk2KRyVvZMRghHeZGX3bbbcxlHmXHRtttBG3dCmfRCKQCCQCiUAikAgkAolAewT4uYvFrCS6NUi6PYcRyU2jeRHsAm7OOOMMXwMsSlpiiTXXXDNOfSOMsITk008/XcpYy7DxtqKum3QikAgkAonA6ETAm4Tu/xud0KbUicCoReB1o1by4RC83g2VvzmanDt3rpj3oIv1XEvjzUKclvge4UE1Lbec1hW7li7SUqQWvvW0lFSs1jpOu1bBWrBQoVX4olqr1qrXuRVdM+5SukhLvjZaN3J7BKFLNXytWPTtUfiCQx9BWHApvJZ1V54VvUhXq9ZfELpSuR6Eiv7tTeu+gzDq+re1QwcPQsDlt7Cqh1ADzMZpqzwNPo3T0kSDT/vTxbaSbFsh6iMmrRUbXdY47SBbnLv2yJjmZtcIWZ4xY0bENNe0JQmtlcHT7GtWn53GypQKiNa44oormlyWWKIvQTnjLcZ3vOk7zmJ8XQSjIsw3Y3xbp6u+pIyKzqXIuOrfTinblwGQZRKBYUKgL+bTMInS0kyGZ7RAUiWsssoqzqyb4XfevHmCmAU3b7jhhr4IjFJc0bEMYVUpyUQgEUgEEoFEIBFIBBKBsYZAhme061HfBTKUBWZMnz79zDPPvPjii5W2wgZ6jz32QPsK0MqC7VhkXiKQCCQCiUAikAgkAonA6EcgPc3NPpw6deo555wTqfzKTzzxxMyZM622bYHxffbZRzobWpDGtGnTrHZuNbq11167ySLPE4FEIBFIBBKBRCARSATGFgLpaW72J5vYUadabdtRpzCmG/sA1blJJwKJQCKQCCQCowqBURGz3sEY7vGm76gajF0sbBrNXdw5KVoiMKoQmLBoifPulfuVY7tXtpQsEUgEEoFEoJsRSKO5m3snZRvdCKQRObr7r630o6JzaZAPCW27MTMTgXGCQHrWO9PRGdPcGRyTSyKQCCQCiUAikAgkAonAGEYgjeYx3LmpWiKQCCQCiUAikAgkAolAZxBIo7kzOCaXRCARSAQSgUQgEUgEEoExjEAazWO4c1O1RCARSAQSgUQgEUgEEoHOIJBG8wBxtE3gT37ykwFWzmqJQCKQCCQCiUAikAgkAqMKgTSaF9Nddv6bUB1RWuLKK6+8zjrrbLXVVs8///xiWGR2IpAIJAKJQCKQCCQCicAoRyCXnFtMB951110nnnji9ttvX8pdcsklEu0FKOWAAw6YPXt2bnRSwEkiEUgEEoFEIBFIBLoKgVGxROaoWB8zPc3tBrYYDEdYzGWnwGuuuWb69Olxuuaaa1511VXtWGReIpAIJAKJQCKQCCQCicDoRyCN5nZ9+MQTT8jeddddN954Y/EYfMxOn3766UmTJkW1adOmzZ07tx2LzEsEEoFEIBFIBBKBRCARGP0IZHhGuz587rnndt9995NPPnmllVY67LDD9t1332233ZaVzIxuU+2EE06I3FtvvTWIzTffvKYlltM2fLonq0hLkVr41tNSUrFa6zjtHo3aSBIqtApfVGvVGrc6t9BtWumerFraNloTuM7tEYTuUaqNJPTtUfiCQ61mQ+vW0zYNdUlW0ashfH9BGBWvd+l4y+av9m9vWvcdhAVTXZf0YTsxiqatHVqyGlo3TqNiuza6Ji80qvu3VWvCFsXrki1ad41WvQtSFGkI3zhdLAi9t9BdOfQNXbpLrNdKM+GVV155bUqe9YyAtTJ8+SeU+cgjj1x99dUvvPBC5c4991zhGXPmzGmtw3Q+7rjjWtPrlAknjoKdLV85tmMjJPWte79L6OzfgXXEqBjMVOtU/443fZdYYhRMzrp3YKO3p1rjS99RMZ47dfHq7tGlb1/Mp57G8HCkpae5Hcps4lmzZt1zzz0KzZs3z68gDRbz/Pnzo9qjjz66/PLLt2OReYlAIpAIJAKjDYFR4Vnv4IdT403f0TYeU95uQSCN5nY9MWXKlHvvvXf//fdff/31Wc9CNcRp+Apwm222OeKII9Q888wzYxmNdlwyLxFIBBKBRCARSAQSgURglCOQHwK268Ctt96aTbzccsvddtttDGWryykt8cEHH0Q888wzN910k2U02rHIvEQgEUgEEoFEIBFIBBKB0Y9AepoX04dlpbm63Nprr33GGWfUKUknAolAIpAIJAKJQCKQCIxhBNLTPIY7N1VLBBKBRCARSAQSgUQgEegMAmk0dwbH5JIIJAKJQCKQCCQCiUAiMIYRSKN5DHduqpYIJAKJQCKQCCQCiUAi0BkE0mjuDI7JJRFIBBKBRCARSAQSgURgDCOQRvMY7txULRFIBBKBRCARSAQSgUSgMwik0dwZHJNLIpAIJAKJQCKQCCQCicAYRiCN5jHcualaIpAIJAKJQCKQCCQCiUBnEEijeSA4nnTSSfbTnjBhgn0Bn3/++YGwyDqJQCKQCCQCiUAikAgkAqMHgdzcpN999e1vf/v888+fOXOmmocccsh66623zz779JtLVkgEEoFEIBFIBBKBRCARGD0IpKe533112WWXTZ8+fbcFx9SpUy+55JJ+s8gKiUAikAgkAolAIpAIJAKjCoE0mgfSXZMmTYpq06ZNmzt37kBYZJ1EIBFIBBKBRCARSAQSgdGDwIRXXnll9EjbFZIKZT7nnHM+8YlPkIabed99921geMIJJ3SFoClEIpAIJAKJQCKQCCQCow2B4447rjtFzpjmfvfLO9/5zkcffTSqPfvss1tuuWWDRdd2dkPOPE0EEoFEIBFIBBKBRCAR6CMCGZ7RR6AWFdtoo40eeeSROGc9L7/88ovykkoEEoFEIBFIBBKBRCARGIsIpKe537260047feADHzj33HPVvPzyyy+99NJ+s8gKiUAikAgkAolAIpAIJAKjCoGMaR5Id1l17otf/OLTTz/9kY98JIKbB8Il6yQCiUAikAgkAolAIpAIjBIE0mgeJR2VYiYCiUAikAgkAolAIpAIjBwCGdM8cthny4lAIpAIJAKJQCKQCCQCowSBNJpHSUelmIlAIpAIJAKJQCKQCCQCI4dAGs0jh322nAgkAgNF4Mknn/zBD37w/PPPD5TBkNT7yYJjSFiPfqaw6bb+Gv2gdpEGrscukiZFSQSGBoE0mocG18Vx3WOPPWySUh8nnXTS4ir1NR/zWNyjrxW6oByBazTQtOjXLTY4UMW9uYNgDgAbwtf4u5dIGQCfYaviw9YB7wbfGMkrr7wybv2SvAxXoPXlvmtUHHHEERraeOON3/KWt6jel1r9EmkAhY26DTbYYJ0FB6IeAA1uPY4H5SnSKLnY01KrYLjYKh0p0LhU6Ut9nEO1Rm7pna222sqjTuQiiiTGnsQaMepICZ6KKay7999//1IFLaVf80Op2xeioYi2BjCl0MLRl+aiDHVKeeoX3BoclKmxauQO/hRzrdeHFgNqRJ2OLgKT9oADDgjcjIdaDP2uZFEHK6d1mRgAZd5QoNHdNbfB0CFeUYEMpdH2bKlZNG0t2Qax1sI9pgQHWR25edGrDFcM6VuunbgAb7755lYxAhzp9TgsxahfcEM4LZdnKdOeoGMbDNvX7arcNJpHrDvsivL9vx6HH374scceW6aVEZNppBv+Kx7fv/jii6+88sqzzz57ABLdeOON99577wAqjtsql112mW16Bqy+0Vs6burUqRZkrE2ivrOdMWNGXwrvsssulno88cQTn3jiiZtuuskiNqzn/s7gfWmo72W0zjJYc8014UCq3XffnS5uEn3nMOpKukKj03UB4ffcc8+iQhkMQXiOkBWT29prrx3Fvvvd75byjQc2g8e1v9JKK11wwQVRBj1z5syLLrooSvpFX3XVVcsss0xhMhREUWT69Onm5x5NjQ62++CDD1I8GNp0luHYQeb9ZVV0b0zF9W1LmZNPPjk433DDDdtss03Qpt9yPerNuXPn1q1/61vfskGYMgXPffbZ56Mf/eghhxwS88Z+++33t3/7t2eddVZdq4N0Uc2WCyarIsYgmyhsG4j1i21Hbl46omCOIQFcLyHG9773PYQJs41U9Tisi5Wud8nfddddZrx4lKrLjAc612kesV62K8q73vWuaN78eOaZZ86bN4/n7OijjzYTxd3FkxnaPcPW3LGjys4772yKUcujZJiGJaWNJgovu+yysTqe6UwT7uhG/Omnn/7MM89MmzZNQ1rx2H3HHXfgo63lllvun//5n8tNrg3zDmYVQBDXXHPNL37xC8zJOXv27Ntuu23VVVflzAiRaBHCK3DwwQdvvfXWIYb0WbNm/frXv6ay6ptttlnAZWY877zzrrjiig5KOwBWIYaKe+2112677YYIlwBRdYSunDhxIjmBf+CBBwYaeoruUty5Q83CRCLbUcdh8o53vOPaa6/FBBqPP/449ApcACzjx+3q0EMPZW3ocdWV92sGfPjhh1dZZZUQqb96TZo0qXTckUce6cbPcCRV6SN6uTmFiRPqaKIIH80FDqpvuOGGhp9iOMjiVN50002LYGwv9wOzdkChjBsAs4yBdcYZZ1DKYAaXiuW66FGMaLRTv4ai27xRGjoec8wx5SGEHfCFL3yBRpBnGYRSpV32n54CRaTQWkXVndIlBgkOrlxZ9QXLsBhqk7EI2SOx7rrrlk638mb9wFPS64rGmAEcKe6+FI8LU+/oUOCUwi5SKJ1yyilHHXWU3VVDTQMAelJcIPvuuy+bssdWCpOOEKUJhPn5Rz/60XPPPWeGdNXgv/766xtpMaWYOT15Bl361DXlOUrJcgG6JD/5yU/SjtYm4TJWYwYz+BXW7/jgvN122zkNzgiDZDgn5Fr3MhUTo75tOS2HTqRRnOrNb3zjGzGM66ejyIUPqw4fj75l3mYiX3/99cY5TEwg7LahG961avPnz/fMf8899yx2Htab/LW6noQ9rjNbs4VY3J1H5OZlwjRcNQ1Dz5buEfHIB22j19UnvcxLOqWhUT0OS/8i6q7XQWwVXi29XCZYZWLWbQzvYs8Et9bLIcCPAVOmu8ZUWUsysnR6mkcMfx4yFoCDDWRMk2Pbbbc1KZsy/IZYQXs0N78YjuZcNwxVzDvnn3++FNOTFBzaq8GsOfXUUw1WxUxnrn8j0kxtynDBsDJd8AbrY4895mJzg5doCmMKtGfb8dwFeLz64yqiu31kNOHKJDyR0MwjylIk3FesCvcSUzDhQxjTgRsVC4YRKau4KwBYTJOOi93K0D2PlRPH17/+9ShASKISQ69xq3hSl25u1fuTJ0+Wriv33ntvufpl1113lUtZ5oh+V0AWWOgeTPT+3XffHSMHE1ZpMJFLa3D98Ic/1MWYHHbYYazMGC3KG04SwauLcXbvBxfQmCPSB3DYFzM6jrQmXEMr7h8UdI/RLnk8veBs3FKHbBK1HsJHi/oLwWLeYYcdyBb3WogZkGbnIhXbC13utWg9rkr4O1U0VAAYYJq7FQgxNEoMwyaugsKwIwRdwE6Swo0FH3dWOgb4+sizMaBKGcODFUgw0oYryHNLYEJyurDDFAZFXLC8uXHBuhEOkSJFtsUSnvCj01l1MGfRlip/Hfiv/pcb6WR2Lw+auczGit4xHakbxmXkmo4OOuggk6Hej26NdN1noMKZI79HqyWKdfzXgDFusWXFxgypF6IVfRSE9KDrPg2zSQGPrOYfHe1yiDEQ8zxNJboRuLQVM/j9SvGLmzLQc10bz3GxF6tUgaE+onP91lOxRg3Fun9jPOspHVr8lzqoIAM6VmmRVqcraSR//OMfN+ZVjCzXjhGilvmBp3bYnDUsyOgmvy693uZhQioQFrPRDoGi-- 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)
Russ Lyon Sotheby’s International Realty continues to dominate the Luxury Home Market in Arizona with over 27% of combined listing and sales volume year to date. The total volume is for residential properties including single family homes, town homes, and condominiums priced at $800,000 or more.
Sep 7, 2013
The information below from The Cromford Daily Observation provides both a local and national perspective on the Phoenix housing market. What should be of particular interest to investors – The Phoenix Housing Market continues recover at a robust pace but still has a long way to go to reach the peak!
Excerpt from The Comford Daily Observation dated August 27, 2013:
The last Tuesday of August means it is time for the S&P/Case-Shiller© Home Price Index© to be published. If we look at at the long term chart (below) for this index, we can see the following:
![Inline image 2](https://mail.google.com/mail/u/1/?ui=2&ik=0c4544246b&view=att&th=140ca38bcd1029e1&attid=0.1&disp=emb&realattid=ii_140ca37a4e084b60&zw&atsh=1)
- Phoenix started the recovery in September 2011, a few months before the other 19 areas covered by the index.
- It has moved 37.1% higher since reaching bottom in September 2011.
- It moved up 1.8% in the last month (Apr-Jun versus Mar-May)
- It moved up 19.8% in the last 12 months (Apr-June 2013 versus Apr-Jun 2012).
- The monthly rate of increase reached a peak of 2.5% in Apr-Jun 2012 and has moderated somewhat since then.
- The weakest period since Oct-Dec 2011 was Oct-Dec 2012 when the price index increased by 0.9% per month.
- The index would have to increase another 66% to match the bubble peak of 227.42 in June 2006.
- The current index is higher than June 2004 and October 2008. Between those months, the index was higher than now.
These conclusions are all very consistent with the price per sq. ft. measurements we take from the ARMLS data, once you allow for the time delay inherent in the Case-Shiller process.
Phoenix still sits further below the bubble peak than most of the country. The 20-city composite currently would have to increase 29% to regain it’s maximum. Las Vegas has the furthest to climb with a 100% jump required. Miami (68%) and Tampa (61%) are in a similar position to Phoenix. Dallas and Denver have both regained and surpassed their previous peaks and are setting all time price records now. However both are non-volatile markets. Denver is 43% above its January 2000 point while Dallas is up by only 30% in the last 13 years.
In terms of annual increases we have been overtaken by three of our neighboring cities and the ranking table looks like this:
- Las Vegas +24.9%
- San Francisco +24.5%
- Los Angeles +19.9%
- Phoenix +19.8%
- San Diego +19.3%
- Atlanta +19.0%
- Detroit +16.4%
- Miami +14.8%
- Portland +11.8%
- Seattle +11.8%
- Minneapolis – 11.5%
- Tampa +11.1%
- Denver +9.4%
- Dallas +8.0%
- Charlotte +7.8%
- Chicago +7.3%
- Boston +6.7%
- Washington DC +5.7%
- Cleveland +3.5%
- New York +3.3%
It is clear that the market is much stronger in the West than in the Northeast. However, even for New York, home prices are increasing faster than inflation.
Another trend that jumps out at you when looking at the long term chart is the sudden acceleration of price increases on the west coast and in Atlanta & Chicago. Between the reading for Dec-Feb and the current reading for Apr-Jun, a period of just 4 months, the index has increased as follows:
- San Francisco +16.7%
- Atlanta +12.5%
- San Diego +12.4%
- Las Vegas +11.2%
- Los Angeles +11.0%
- Seattle +11.0%
- Chicago +10.0%
- Portland +9.2%
- Miami +8.5%
- Tamps +8.3%
- Detroit +8.1%
- Dallas +7.5%
- Washington DC +7.3%
- Phoenix +7.2%
- Denver +7.1%
- Boston +7.1%
- Charlotte +6.6%
- Minneapolis +6.4%
- Cleveland +5.9%
- New York +4.2%
Note that Phoenix has “only” increased by 7.2% over the last four months (consistent with its annual trend of +19.8%), but this places us in a lowly 14th place and below the overall 20-city average of 8.8%. The rate of increase for the top 7 cities over the last 4 months is staggering, representing annualized rates of over 30% and over 50% in the case of San Francisco. The 20-city increase of 8.8% is the highest four month increase EVER posted for this index since it was first reported in January 2000. The maximum 4 month increase during the bubble was 7.7% in June and July 2004.
The 10-city index increased by 8.90% over the last 4 months and this also sets a new record since January 1987 when the 10-city index was first published. By a whisker it breaks the previous record of 8.88% set in June 2004.
Yet we still hear talk of a “slow recovery”. It doesn’t get any faster than this, folks. In the past 4 months the Case-Shiller 10-city and 20-city indexes have risen faster than at any time in living memory. Some cities were rising even faster in 2012 but the composite indexes were dragged down by other cities that were still declining at that point.
For the record, the fastest decline was at a slightly more extreme rate of -9.5% over 4 months reported in January and February 2009.
The press release issued with the report mentions “the pace of price increases is moderating”. However this moderation is actually fairly slight and represents a change in pace from insane to merely ridiculous.
The mass-obsession with interest rates and “the Fed” has caused the press release to downplay the actual numbers being reported and focus instead on what might happen over the next few months. It is indeed possible, even likely, that price increases may slow and the market quieten down, but none of this is evident in the numbers reported today. The interest rate rise happened too recently to affect the current Case-Shiller numbers in any meaningful way. Next month is the first time increased interest rates can have an impact on the Case-Shiller index.
So we can talk about the slowing numbers as and when they actually happen, but for now, as a statistician, I would like to focus on two more all-time records broken with this month’s report:
- Highest 4-month increase ever for San Francisco of 16.7% (previous record 15.3% in June 2000)
- Highest 4-month increase ever for Charlotte of 6.6% (previous records 5.5% in June 2012 and 5.4% in July 2006)
Even though Charlotte has a relatively non-volatile housing market, we should be fair and acknowledge the fact when it makes a new record.
~Cromford Daily Observation for August 27th