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{"id":554,"date":"2022-09-21T10:08:51","date_gmt":"2022-09-21T10:08:51","guid":{"rendered":"http:\/\/makarioworks.com.ng\/ngelectro\/?p=554"},"modified":"2024-03-28T01:51:06","modified_gmt":"2024-03-28T01:51:06","slug":"cientista-de-dados-o-que-faz-carreira-e-salario","status":"publish","type":"post","link":"http:\/\/makarioworks.com.ng\/ngelectro\/index.php\/2022\/09\/21\/cientista-de-dados-o-que-faz-carreira-e-salario\/","title":{"rendered":"Cientista de dados: o que faz, carreira e sal\u00e1rio"},"content":{"rendered":"<body><p><\/p>\n<p>A MANA Community se uniu ao IBM Garage para construir uma plataforma de IA para minerar grandes volumes de dados de ambiente provenientes de v\u00e1rios canais digital e milhares de fontes. Um profissional cada vez mais procurado no mercado de trabalho \u00e9, certamente, o coordenador d\u2026 No Brasil, o ganho m\u00e9dio para in\u00edcio de carreira \u00e9 de\u00a0R$ <a href=\"https:\/\/diregional.com.br\/diario-do-iguacu\/cotidiano\/2024-03-26-explorando-a-ciencia-de-dados-habilidades-essenciais-e-caminho-para-o-sucesso\">https:\/\/diregional.com.br\/diario-do-iguacu\/cotidiano\/2024-03-26-explorando-a-ciencia-de-dados-habilidades-essenciais-e-caminho-para-o-sucesso<\/a> 4.455,00 ao m\u00eas e pode chegar at\u00e9 R$8.300,00\u00a0dependendo da regi\u00e3o de atua\u00e7\u00e3o e do crescimento na carreira. Apesar da demanda de mercado, o primeiro bacharelado em Ci\u00eancias de Dados do Brasil s\u00f3 foi criado em 2019, no Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o (ICMC) da Universidade de S\u00e3o Paulo (USP), que fica em S\u00e3o Carlos.<\/p>\n<div style=\"text-align:center\"><iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/ccS5sU57z74\" frameborder=\"0\" alt=\"o que faz o cientista de dados\" allowfullscreen><\/iframe><\/div>\n<p>Dados n\u00e3o estruturados frequentemente exigem t\u00e9cnicas especiais de limpeza e pr\u00e9-processamento para extrair informa\u00e7\u00f5es \u00fateis. Por exemplo, processamento de linguagem natural (PLN) para texto <a href=\"https:\/\/leianoticias.com.br\/ciencia-de-dados-ferramentas-habilidades-e-o-melhor-curso-para-voce\/\">curso de cientista de dados<\/a> ou t\u00e9cnicas de vis\u00e3o computacional para imagens. Enquanto o arquiteto ganha em torno de R$ 7 mil, o cientista de dados pode chegar a receber R$ 22 mil, dependendo do n\u00edvel de especializa\u00e7\u00e3o.<\/p>\n<h2>Setores que demandam profissionais<\/h2>\n<p>Com base em estat\u00edsticas, a m\u00e1quina aprende um comportamento e facilita a implementa\u00e7\u00e3o de solu\u00e7\u00f5es para os neg\u00f3cios. A fun\u00e7\u00e3o do cientista \u00e9 pegar os dados que est\u00e3o armazenados digitalmente e<br>\ntransform\u00e1-los em informa\u00e7\u00f5es \u00fateis para o cliente. As empresas necessitam desse<br>\ntipo de servi\u00e7o de tecnologia para competir no mercado e aumentar as chances de<br>\nfechar novos neg\u00f3cios. Explore os impactos significativos de uma cultura data-driven nos neg\u00f3cios e confira dicas pr\u00e1ticas sobre o uso dos dados para o desenvolvimento e crescimento de produtos digitais.<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" style=\"display: block;margin-left:auto;margin-right:auto;\" 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HS7ILaDg0bugWhGQoipKKTKpUiSs60aQSC7j60o1rdkn+u\/OqZukyQhZCXCOfWmSLjKH9qTR+CsVlpf7WsmCf60fjTtrVrKuzv51ntF2mpPDp4pdGoLijs4fxofAWdvYTQ7WqGlf2gp01qNk91is7taouSD9\/86eNazno7kn61H1cHtO8VhNDtX5hR+8Kct3lg\/x\/nWe2ddzEnnNPWeob6e+aA6WSL2Ev9F1YVjn86couDJH3vzqhmOo2MBSiPnRBjqM0Ty7igOmMIaky8ES2Dj3qWTIZPZQqmWOojJwPGH40RY6gMH+3T+NLOmML61iW0lxBGQoUqlSfUVWMfXrBGfHH40RY1uwrA8YUs6dhJGpUywkkHjNKpSOO1QdnWTB\/tRT9nVjCsZdFAaGjBqFkuSkelKBtJHYfhUbZ1Owo\/wBaPxp23qFg4\/eD8aWamjBeph1LSc9hSgZTQpq+R1fxj8adN3aOed4\/GltW0YLVMeezpV3FepiIHITSSLiwrHvD8aXbmMq43CgwRCDqe06DGRjFeKgIV3AP0pZL7JH3hSqXGj\/EKDkQwwjdqAhHZNKmMCMYpyko\/mGKUAST3FCWMIYgpy1pWc7fypaPbw35USSkHy\/Ouw2OMVBcydojNUUFOBTNdvcKsjPejiWk0olhH8org5EgrmC48JQxu5pV6OUoO0ZoolgelemOD3\/Sp35nYxI06l7djBr0RysZUn8qPKhJPIAP0pJcUDjbR+JxFFDAbqUsjIFB59wKCQMipU\/C3p+7QefZ0rSpW0ZxRoy55inB8pUmt9QORWF7XVDAPnWcta9R7o2tbLUlZ5I71obqbakNQnlqSThJ4rJN+aU9LWVIwAo8VvaRVK5AmM5YuQ0jV0ulxubinJMheCe2TzTJtnGAOKLLhKUcBFept6gRuTVwASC3GBEYjOT2zUjtkbJFMYsPb5flUms8IqKfdos4EWQTJNp6OpJSMVZVghlQTkflUUsFtI2nb+VWXp2EAElQ\/KqN9sKuvc0nGg4nh3eE4Bja6g\/nWmU\/cHyrPuk20NzYygnstJ\/OtAt8tpPqK8R11tzqfjPf\/RVQosA936yCdcmvF6UakTjOIZV+CgaxxoR4JBGRwf8AOtpdYGvG6Yambx\/+XPH8E5\/yrCmg5ClPrGeyz+tav0bG7SuP936TL+lfs69D\/tHzMt0vZZGPSgVzcJJoq0rLAOfKg9wUMmtleDME5IkflqJJoVJayCfWiM1YCic0yedQUcGjJMFV9YMLHPavq6U\/yeR3r6p3ND2CZqi2pzw\/uDFeyLatKeUVLYlvSlj7p\/Ckp8JIAGapcT05BxmQ5m17lfc5zRmNalBsEN0Th28KVnj8KkLNtw0O34VBws5QWkLkW\/ag+4aaN23coe751Mp8Ig7eKRjW8rWAEjvUggjMEg5xBMW1JxymvZFuSEYA5NTBFtIQAEJ7UxmRMrxsFSGEllIEirdqCljiikezgJ8qKxreVLH7vNF029KU8o4FEXAgBCeZE5FuShISAKRateVcJqQyYwLn3eBSsOAFrztNFuGMxZUk4g5izAN9q+kWwIG0DPFScQ0Noyc8UOkNgk4OMVKuDxOZMCRx6GltOcU0daQhQwM5otLUM8HIHehyQp10bRyTgD40zyiCIjcrgxY7PJuKykKbQQjKsDeRwOay5qu9yp8ouuOKWtZUtxwk88E5z8v1q1utGpQpxdkizUBmIUtuI5ypagSVfJIB+pFUbdJaVR5L4QMrCWcdwCr3iR9EgfI14brWr+s6nw1+6vz857jpOl+qaXcfvNz+HlALqypZJ+XNPLk6JLDD3hNoU2022SgY3ADgn4+Rpu7GHgofbc3hSffGOUKyeD9MHPxrlx5QjIYAwBkk+ZBxwfkRWaDgEesvd8ERCvq+r6ghT1Jwa9zzmua9SPOpzOirQK1hA8zily6lCSCP6xWVfIHOKQYXsUVeeDXCiSrOfhRZgYj5qRtaWVcqUcg\/GiDKzAtgcKQXZICWyfIZ97\/L8KFxGFPrQ0hJJOMJ9TTq9y0OTEssKBZjJDLWPQdz9SSaYDxBxziPIDzcd3ekjONylH+H5+pNSa2y3rmpuPCCvCSPIYyfPnv9ahMVKl+4vPhDk47VNrBerbC2R3mlzVrIwwCEtJPqrHKvlUiR2k8hNGPHCIbbWAceI8kqTnHO0dsU3hTjarm0\/wC1AqSrKnHDnnySE9h8KXmy7pd4qBKcDTSUH93HTtVjkhOQDgUI\/YkpgJWhxxSnCFNJ3E7B6HPfJ9Ku02qqyrbWzGae0tqhm96bcjK2yXpGQ04SRkAA55PB4OfXj1obbAVXEJPr\/nUi+y305Vqy0XG2zJCUOzorjcV1Q9xp4bSCf7p5B86bIs8u3X+RBuEVTEiM8WnWyMFCweRXpul6lbqtoPInmes6ZqrAxHBljaUj5aRxRa8s4aPyrjSkceCjiiV8Yw0flWru9qefYSqLyCl3j1odnFFr8Njv1oMpXwqzmJxFQrvzXQXSAOa6BGKnMAiOEr8wa9Cz3zSCVgV7u4wanMEiOAvnvSiVDFNArBrsL+NSDBxHYUOKUBTTIOelKIcwa7MjAj5BB8zSiVqHKVq\/GmQex50oHieKmCRH7b7wGEuqH1p+xLmJAw+qhDTmBzTpuQBjmug4hdF1uKOzxxTuNf7oDhLpNB2XC6raPrRKOhtKaEgQCIVRqm6NHk5pdGuZ7eArNA33EJHlTBboUe9DsB8pGJN2OocpJwd1EWOpKwcqKvwquA6kV0Hk571BqX0k5YdjLWY6loBGXMfOicfqWye74qnEOJOOaWS4kZGfKgNCGSHcecvCP1Gjqx+\/FEmOoEVWP3wqgkvYAws04alLHPiqx86WdKhki+wec0PH11GUBh4URY1lHXj96KzqxPkJOUvq\/Gi8OfPUpKW3VqPwpTaNIY1lizQLWrI5\/tRTxrVEdWMOpqhzIurLe4vHND5Gq7vDJHinA+NJ+oqe0MdQcd5pRrUcdX8aaeNX2Mr+MVlpvqNdmjglR+tPEdWJrCcuggfOo\/s3PaGOot5iakReIxx7wpcXOMofeTWVv+fhMX75XxXw+0bb2\/6xxY+dQemN5Qh1L1E1WJ0ZQ+\/+deGTHUfvCswRvtIWRZAVOCT8TRBn7Q1hWoD9otc\/36A9NsEL+0V8xNGKdZIwFZplL8PYr5VV2nOqdvvSQqNLSvJ8lZqVuX5LsZSwry9aQ2mes8xq6pLBkSBdVi2bc\/gj7qqx7d9pluDj7xrSvV7UYZtz\/vfwkd6y9KW5IkKWP4jmtzRLsTmZdh32EieMtJUcYHenKYG\/smloUTPKxRqPFTgcirJf0hBDB0G0Fa8EVMbLaEISkkCmcVDLR5xmijFxaZwEnFLdieBII2yYWtptvaamFnkoTgZqtoV13KG1RqV2WY4tQ571UdDjmcr4Mt\/TUse1MY8lp\/WtCxzmO2fVIrM2l3SHmSfVP61peGrdDZP\/AGaf0rx\/XVwVPxnuPos2WsHuEj\/Uprxun2o2iM5tkj\/9s1+fehH0ic4lOfvc59fOv0N1s34ujr41\/PbpKf8A4aq\/OTQj2bq+kHneSB9a1PovzRaPePlKX0tH7VWf9v6mXM07\/R+\/lQmc7nOKFai6j6J0fFIv+ookZwA4ZC9zhPoEJ5qmNT\/antSCtjTenZMo5w27KUG0H47RzW7sPeYCVPYcKJbE8OLUUoSVH0AzQd+R4bwiqdbDqhkN+Ind+GazZqHrD1X1Osw0TlQYrvIZiI2ZB+Pc1WvVNnVGnNPxLyLlMZkLfALoeUF5+dKvsNFRsPlNPS9L8awIW5M2wbdeFHcLbKweRhs19WH4n2jetzUVlpvX1w2obSlPIPAFfVn\/ANov\/pH5zS\/sNB+9NUsW9QYHug0xuMJW8DwwalTcApZACTQ+ZDy8e9MAjC4xAsC3q3Aluj4hbUJHhntXUCASrjNGHIa0ozu7D0qCMzlcASHzoYU8RsxSlvtwKwCk0UdjKKzlXnRC2xFE5xXEESQQTGZhpSk5yMULeh71k5PepXKZWhHAHNDQwSr7ooQD5SSRGcC3DOQTTx+NtaOD3FFoUIpbyWxzSc1kZKQ2anvOBUCRhcJSl5OKJQLapI3FIp23B3qB2GjLNvS2jlJ7VPPaCNveR+ZHKUFISKAzWS2kqCal81hBJPPeo5c20qUQFYIptQIibSMSHzxtBwME01LrVut8i6yDhuM2peT64OKJTmVuvhvuScDFRPrPPZsGlolh8XD9yUFrTnkNJIz+JI\/A1Gtv+radrT5D852gp+talax6zPuqJz92vK1vvqWhRc5GOVEFWPxwPrUIuqfBiNo3f1rzjgHoAcf76nseB7ZcAy6gJMZMiSUk\/wAW04z8AUCoJd3G1ttoBJXu+gG5ePyKa+dL7RyZ9BuGBxObbH8ViQ0WwrxmnUpAPKVowrIHy4\/GhbiSEpB4IGPzNGdPlgPAvOlCgsLHHBbVlCwfnlP50zvCBubebZ8NpzcUfEE5\/wDmp5HsZlYd8QdX1fV9Soc+rodq5r7Brp06So969QkrXt9a4pxEZUslY4A\/M12fWdj0hGEj2dl94febSBnP8SuB+A5ockKzlKc7e9Xn0VtrdmtblzmWWNcVTlBS2pSQpJbTnjBB7kmvesPTXRdztcnW\/TmC5anIKUu3ayqVlLSVHBeYP8gJGU+WQcYziBbztMsfU28PxF\/ESjVOO4wpxJz\/AApNesyFtLSsKwR50jt97CM\/jSiW17gCjOTT+8pnAlg6W1A2psMPqT2AyvgAf5\/WrAss1c2U0w0sOJUrKlk9\/lnsKqixWiQ8tBaaSFHtlPP4edXf010TMU8y+4hS1qUEgHsPkDQM+yHWhsOBNo\/ZotRj2xt0JbAVwEj4jvRbrzopuHfIGrozWE3JPgySBx4yeQfqnz9RRTojZjZbcwhxeSEgDyHGKsPq7bm5\/TqQpaQVRX2X0eo97af9s1odH1ONUMHg8Sp13TZ0ntDkSmtLslLKOKe39GGFceVfadZ2spBpa\/t\/uVfKvcA+1PnLjmU7qIfv8f3qDeGTyTxUi1AwS\/286Dqb28Yq2DFbY0KSk14TilVp78VwW9v1qcwCJwFHNdlVfYx5VxUwCs73+lfBZpJXevgcCpzBIi6V114mKbbyO5r4KJJqcwcR0Hc8ZpdDuKZJVivQ5zUgwcQil8evNOGVFahkmhLaznmnzLwT50Q5gEQ7FdS33p17UgDIVQVl9azhJzRFlpakhRANTiAZ888pwk54pFToA4pR\/wDdjBSKGuvEniuxOxHapBB716l\/Pc0P8Qg8mvfH44Jrp2IUTIxjmlEyzkihIeUaUDvFcBIIhUSR612mUBxuNCQ\/6c0shSjyRXbYMMx5a1KABPNTrTi0AJJxkjuarWO6ULB8gasbQ8C5X19EaDHUs9sjypdgCjJgHykjlLQGcg5xUFvsoF4oQMnzq35\/TG+phbjwcZIFV9cdLvRnlMvt4WnvVeq1GPsnMJ1ZfvDEr6VP8LPFR+5XZeDgkVMr3Y\/B3cGoVcbWsk54FXUII4gSM3C7uqJSlSvoaErckyCSrgVIJFtbbUSrk96GSUJSCAeKIxgEFuNpQM5JPzoethbj6dq1f+I07nymWBlShSFvltSHhgilsY5VzL26FsONtgKcUfe8zWkW0n9nE55xWfOiiUkDH8wrRTSM24\/KqGoOTORcMZQ3V9JVEeClHHNUllCFcYq8OsuEQXlemazrOuBSrCD5VYpPsxdeBmSNue22MbuactXUZASe9QpqW66eTRiDuykqNOxGkk9pLW5i1DOaUakrUoAKoawv3OKWYX74ycVIxAZZLrUolSc1PNPke6fjVcRblDgNJfmy2Y7Q7rdWEpH1NcP9cNLWRSmre1Juz6RwmOja3n\/Ge4+QNIs5k10PYfYGZpjTjgSts+hFaIlam07pqwt3PUt9t1pitshSnp0pDCAMeqyBX5lSutvVTUCFM2jZZIzmMCI2S9g\/9qrOPoE02t+lNQXyUibfZ0yZIWf66UtTiwD5hSiTj61k6npNetIN77QPQZP59vz+E9R0i6zprFiucj1xNbdZvtsdPbPYp9l0FEf1LcZTS46XlIUxDQFJIKt6gFLxnjanB\/m9cDqma7vzryrfMXAadyShjKM\/Mjk\/jVm3O2aF0Ukz9Y36229KcqAkPAurH+DO5XyCTVd3\/wC0t07saVtaK0rLvEk5QiRK\/o0b5gH3lfgKt6TT6fQgppFOD68k\/IfwAjtVv6haLbvLt7o3t3SC6XFfiTfEU4SCo8kqPxNF7pYun2iglzV19tlvLaAdq3Qt4n0CBk5+lQlmZ9prrYkx7LapsG2OcbobHsMYJ+Ly\/eX9Camek\/sQPOuid1H1gFrVgrj28FayfQvL\/wAhVklv3ziStCL3jfQmsum2r9UOad05aJslSGytuW82G0qA9En3qin2wLaIGj7eEpCE+0p90cetaY050Y6cdOIniaW042zK7KmPLLr6h8VHt9MVQX212yNEQF7ODMTg5+dUOoODQ6r6GW9EoGoUjtmZPjg+zte9\/An9K+peMzmM0d\/8Cf0r6sYdpcZuTP0pEPDQ+XpQp+FvdJIHepGSEs5+FDcbnMYrUVpgNPLZb\/eztz9KIS4mGj7nlTm2tYHalJ+AkACh3EnEIdpFlQMuE7BRa3W\/a1kor1LWVjijLDSUMgDHapduMTkyYCnx0k7Amm0e3hSh7lF5ASpw8Zpxb46VKBIzUZwJJOTOW4CW2h7uKZPQA6s96kT6EpRgUgwwhRyRUKfOQ7GMIFlClg4\/KiUm3BLeAB2oxBioQ2FYryQ2lSseVFuyYGSokCuUMtpVxUVmw1KUolPerGu8VHIHNRibDR4oSD38qvVAESjbaZF7Zp8yZfirA2DuT5VnLrBe06i1f+0YhK4jSnIsbyT4bYxkfNW45+NaV6n3VOj9BXCa0S24thYKxxtGMcfEkgfUVli22YTYlqCHMPKbDigvhJ3knvjthI+ma859ItR7AoHnz\/Ces+i2lzu1DfAfrErfY235CpYCtj8fw0PFOACo+8nJ+AUeDk5xVI3YBEj3GyktJaSUqyfeGc1q6x2OK5Z1TSHPCS20lQP3dwUokgeoG8Aisu3Abb4FoVv94HKhkq9zdjGMc5P415VFxPWaoYxBjqvDmyUNJwnYpGEcZAHP6Zps48VxW2lYJSonPn5f7qdTQYxacScqU0tKj5E7lJPPnQ7BoiZVE+r6vq+wfShkz6uh2rwDnkV7U4nTmj2noS7jMiwGuUqOVnHYHv8Al+lA0pJ8qs\/otDhyrhPhyFDx5UJxtj4OJG9I+qkgfU0u7KoSJY0qC20LL\/m6btemuh7Gs2Ibjstyc3AYwfcabSnJJ9SSQKrDRV0nX6Xe5U\/aIggPxHUqHunxEFISfXvVpX\/q65pD7Plm03CtcOc7d5ctKxKaC0NJSG8Kx\/N7wxVaaeiLtmngZykpkXBftTwwByRwMfAVQqYkLum5auxiFmf5CHIr62FtgLQopJ58qXYnqQfeAGPMd6n+qtLMOTlyWmzsdyTgdjUWiafCXyh9J9307H51opYDPO20lDgyS6G1VpqJcWxqB+ZFZP8AbIaDgA88gHP1xWw+lF86RXJlhnTup7ZNmJHDbr4S6Pk2rBH0FZ10PAtLjQiXexQnYqkhOXGgop47+tWkn7LPSvXtvTP0veJtluGAdjag82V+uwkKSPkrj0pGodWOG4l7Ro6LuQA\/ObJ0dem4aAiSvYEr93cfhxVl3eZH1Bou429tYW47GUU+eVJwofpX5h3bQn2ouiDgVpzVcq7QGz7iGXvaklI\/7FwEj\/VB+dH9H\/8AKE9TNGrbt+r9FwpTTatry2t7LuPP3VZTnvxxTtAfBtV1YECK6kRqKWrsUgmbJsrWxtII7V1e2wWjkeRqm+nX2weimrFIjT9QfsKa8T+5ubRZQCTnAcGUfiRVui92LUkdx6wXq33JtB2LXDkoeSg+hKScH4GvotNyXYZCDPlWopspYh1IlZX9r97wPOgTjKj5H8KnN3s7rjpKRnJ9KFLsjieSnP0rQBGJTzmRZTHqDSamcnt+VSNyzu5J2Ugu0PH+zogYBI8pHy0c9qTU2R5UeXa3E8bD+FNl253+Q0QMHMDlsnyrgpNFVwXB\/CfwpBcJee35VMEmDikk9q6CSPKnvsZHl+VeKjKHlXQI0NfAZOaWLBz2NfeER5UQgmcg4HpSrZUpQAFcBpRPY07ZawQaIQTgiPoKUg5INF0bQkAE0NhtqWdoOKOR4x2Y4oiYomC5SSskJUcUxW3jOTRyU2Gs5Ce1BZLgCsAV2ZwjZXfHnXzTalmveN2TS6FpSOwqQZM6DBT8a+DSlq2gV4qQn1zSsaSyDknmpnR\/AtRXgqT8aLi2sNpyoAYoUi+R4yMlwDFC7lr2G0CjxQMfGhIMDaT2hyQmIwCvI+Wa1r9nTSsNNij3DwUlbqd27HrWApuuWXCUpeByfWv0Y+zHJEzQNseGDuZSc1l9Zc16Qspl\/pdIs1iK\/aWjJsjLjKklvjFZ96m2mPCv+xtAG5OTxWnXgPCV8qzn1dH\/ALxjP\/V153otzPaQTN36Q6ZKq1IEovVCG0lRwKre8yG05AIqwtavhkL7VSupLylorG71869pSOMzxwHMaXS5NIJKlgVCrzqVprcErFC9R6lO5SQv1qvrpdn3yobifrUW2hJapqLniFr5qlThIDp\/Gn2jbsuTJQnk8+tV1JLrhyo1NenyQJaO1U1tZ3xNGyhaq8+c2R0QP7seu4Vo+OnNvI+FZx6ID3PqK0lFT\/QD\/hFBqTgyig9oyhOtKB+z3\/kazJNQC5nHlWo+taQLdIKhgAGsp3G6RGni0lRdWRwlsbjVitgqZMGmp7WIUZjmIPeHu0eacZjNh191DaB3KlAD86i8OPf5qSpiN4LZyArur4fCpNZ+mtyuakGc8+6pXve+M49O\/wDxzXNeB2mtV0yxuX4ibusbe2osQG3Zrh\/6oYQMeqj\/AJZpkm46xu7iUQIwgpUcApRvUPjuNWErRmktFxjctU3m22yMnlRlPobBOOMZI3fIZPwqGXv7SXS3S8UsaNs87UEpBIC+YsVKv5i4sbiPgE\/WknUEnA\/KX6+m1JyRn4x3bemN5uy0Sro6+88Djxn1ZHzGTxz5CpFN0lovRkdE7XF6t9qSUna5KfDW\/wDwpPvKz8KrCFq77TfW90s6D0\/MttvI2mRbo\/gtkf3pjxA\/8B+lTTRf2D9TX503fqnrbZLdOVtQQZr5H96S9hAPyQr50JZv3iB8\/wCvjiXloCwTe\/tIdMNLtPRdH2KZqRW0f0hxPskNOP7y\/fUP9UVHWNVfae6zLSdF2SXbrY9+7Su2MmKwB6mU8cnjvtP0rXehfsudItCoaegaRjTJreFe23P+mP7h5jf7iD\/hSKsViLyEhPYbU49PIUs3VjsMn3\/y\/wCYYrmL9K\/Ybus19u69StbNturPiPMQAX5Cj55fd4B+ISfnV9aH+zp0w0gtErTuh48qY2P+nXAe0O59QpfCf9UCrZjW5xh0uuIa5GffAVj6D\/fSr\/hhRL7q3Af4c4H\/AIR\/voG1TtwDge6F4Y85G5MCa24GFhKyADtR72BXibS+okKbCPn5UdckhKf3SPLjAxTVbcx85A2pP0pYfE7YPKR2921piGpSlFRB5FY6+28nGj4G0jZ7WnAHl3raOprZIbta3QfezwOaxd9tcOL0PBU4naRLTkZ796Xcd1TfAxumGL0+My1FQPZme39Wny+FfUrEH9FZ4\/s0\/pX1VB2nM\/Jn6SPvtpZIKvKmDbqCse9QaZeBsALlNo9zCnB+8zV0ACZbVHMsCAtHh9xSU15KlY3CgsW6pbjZ3jOKYvXfxFk7hihA5kmtgJJIyUqWBn86JOqShrHH0qL22fuXyadzbmBhKT8+a5hkyVQgR7jcs0Vt7QSndtqKsT97nOaPMzUsxsknOK5u2JwQ5zH8hYUrFKxG8qGB50C\/aQU5wT8aL2uWFHcVdua7sIsqSZIcBtoADHFNXTgFWfjTeRdEjA3\/AI0Ln3pttJG4VyKTF2e6eXB1KiVHAFAozJlzwMZAPFM7tqNtCNoWnKuKI6UkJdIdwCTWgvsLmUGUu+JTv2sG5itOQ4UVslt5w7+SAUISpR+mdv5VTen1SLTcbSzGKXFy0KYcURlKC2EpIP8Aqn9a0J9q1BTHsjaGctr3IVj+U7AT+GRWbdW21q3aziwWZb7Uhg3JZZbPKV4G1Ix3789u1eJ6s2\/Vk+4T6N0RPC0Kj4\/OWW\/d3rX0Sk3Z2DtkJtqPDUCkhCXlLSAfTsTgEHj41maNAFz1iyxkZefbThPpsayMd+xNXzqeatH2drhePB8ElTFrWe\/irbccHKfLt86qnQEISdWW2TEadckvOIQ24lrdtP7pIPpnCV5NZlmc4mpZyQJV93ShKRHQkbmHX0qwMYG\/gfr+NClHyonemlR58llxYLypDm\/GcfePbz55oc8NqynGMcUJEqziuvKuR3ro9qgSZ9XoGa8rtP8AlRQcz1pOTu8hR3Rl1kWq9onNrKUoUkkjyOeD+VA1e4kJB5PlUr0vZi5DLixgukkZ9KVfwsfpcmwETSNk09E1vp4wiwlxHiqnW1IOUtTdvvsEeQcGMfFKfSqkVd9TM6jSxfrHNitqe8JJfjqbQj+7kjHwqXdLdYStMPIjSUh1heG32l8JcSCCPqMcHyrQ+lNOWnVEg6itl1VNgJbImWyZhzYkj49x8+c4rGZyoKz1q1rdtcHHrKT1zoU2ZMK4R07oF0ioktHH3VEe8n6HNQNNnZ8UIUhO3Ockc1pHXVm\/Z\/T6DpmWtp6VbHHShSOR4e44\/wDLiqNcjKSslado3cmrFbkoDM3VUqthA7Q7piyxvZEIPZQqdacl3XSb6ZMBSlNBQynNQu1yFxmk5HYAkVLbVdmyhLbqs5OcE0LOwOTJStduBLmuV3i6z0QLxGwJsFO5aB3qvIUKyajcbh6w0FB1LE8ZAkhLSUyWUKON24ELA+I4HnVh9OrbHjqRJZHiRn\/dfa9Umqj+1D0r6fdOwjVVlXPt97uU18Nfs+StDstxTbJabKfu7R7xz\/eUOeMbXTKEtcXY4Exuq6iyio0+ZkX6y\/Zp6S6cskO72HUE5u+3RYMO0RUok+OCrKinBSQ2lPdZJGR3NEvsDW+RcdZa7v8AGaUxblx2UeAgYbaccfUpKPQlKUkduxp9aNESOmHSO\/dVdeTHZupP2eoCVJWVLaUpGxlhGe3vrT2GOKtX7EujVaW6E2+4vs7JWpJLt1dUR7ymyQhr6bUBQ\/x16xKEGoRlXbwTj8hPC6nUv9TsRm3cgA\/mflLhkWtpaiS2DTJyzoV\/B+VSBYzSakfA1shsTybHmRtyyIORs\/Kmy7G2ONv5VKHAB5U3WkelEGMEmRZdhQSTs7\/CkF2BGMbKlikjzFJKQkjkVIciASZD3dPp7bKaq06n+QVNy0g\/w0k403jsKIWGAWMg7mnkp7Ipq5p\/OcN1OlstnjikTGQT2FELDBLGQNVgOc+Hikzp5RP3M1P\/AGJs+Qr72FseQovFkbyZX3+j6gOW8V6iyKSfu1PlwGz3SK4NvbzwkVItnFpFIdpWk52nFGmrY5sB2EDFGY1uRkZAon7Ckt49K42wMmV7dYT6spQggeZqPPQHfMGrSnW5GDwKBSbYgnhNGtk4GQFTDiO6TTV9bjYIJwBU3kWkcnA7VHbzCDKFEimBswwcyMvXEs91n40Ll6nSwDhwUO1JOMclKDUDnXNx5SgFGga3bxLKVBhmSi660kYKUPZHzqLTL7KmLJ3Hn40xKFOn3jmnMeMEqyRzSfEZjiWFrVYtCS+6oKUtX1r9Zvsl\/wD9NbQCf\/w6K\/KZjw2xlXBFfqt9khwL6aWhQPeOmqHV\/wDJN+EsdPx9eq\/GX26Mtq+VZz6xHbqNHxQf1rRyxls\/Ks29aiU6ib+LZ\/WvPdC5vI902vpRxSp98zn1JkltKsHvWddX3BwqWASck1f3UsqUVAHyrPWqdqFKJ55Oa97UMJPBA5Mrm5eI64SsnmgkloAHNHbisFw+lBXwt1RQ0kqVnAAGSaqXYmppcntA8keQqZdPuJaFHgDHJphB0TeLmQosqaQeTkdhVg6W6UykoS84tSknGRkjGeM\/jVRG2tmbP1R7kAPEvDp71M0ZoqKXr1dffHIZYQXXD9BUmvn2sLtNiLhdP9IFJI2iVcT2+Tae\/wBVCqrhaCsemIybjfpUSE20dy3pDiW0gds5UcZ71Hb5116UaYS5HsjUrUMlJx\/Qk7WQfi6rA\/AGosfceY+npVS+03MkN1\/0+6lSlSdT3l91GCUx0ENtD0whOBT9Oh9PadaVI1DMgW5hgDe7LeS2Bx3BVjPyFVzbNZ\/aL6sMiP0u0U7bbepRHtMSOVk+m6Q7hsYx\/D2qa6d+wvrHVEtF66udQP6S5hTjTCzNkjzx4jmG0\/QKriCO\/Hx\/l\/OX6666xtQfwgS8df8ApTpdDkPT0OZqN1G5IcjJLUfdkd3XAOOO4B70HtusftM9XyYHTvSLlstz3uePb4oQEp\/vTHsJB+KSD6CtZaH+zD0Z0R4D8LRse5TWcKTMu39LcCh\/EAr3EHP8qRVsIjLXsATkNgJSAOEgdgPQUprEX3\/Hj8h\/ONCEzFOlPsIanvU5F56sa+94nLjUVap0lR9C+7hCPohVaA0F9mLo1oRxMy1aQjTpzeMTbur2x1JHmlK\/cR\/qJTVvJgqAy4pKE+VLJiNBO4NlePM8CktqGIxnj3cRi1xlCjsM5QW9yUYCEpTwPkO1O1rXjKG0tj1Uf8qcNtrcPhNgnj7rac\/ia+9kHJWW28eZO9X4DgVXLxgrjFaPF+8XHcen3f8AdXIbWhRSWkDjy5p+AwDktre9PEOB+Ar0t+IslSUjKcYAwKjfC8OB3EvOY97vxxxSibTwStXbyz3p+PFCPCQQEg9sd66TEkPg4J+SRgfjXeJid4cZezRG2j5KI7+lMShKFhaAtxY8zwKNptjTadzjiRjzzk\/7q4WIrZ9xO8\/GoFk4pmRPUokLti1PJG3PbNYr+3Q1s0NBVwMyke7jtzW59UuOuWpSS2EozxWH\/t4IbRoSCQ4VKMpHYcd6N2zS59xkVLjUL8ZkeIP6IzwP6tP6V9X0MH2Rj3h\/Vp\/SvqUM4lZ2AYzYVzvW1ePEru23Bbi0e93qBXG5OrfICuxqS2FTi\/DJPlmrFg2CTWA7ScSbkY8QEKxxQhN5Ut0fvBQ3UM9bLASDUeiXBxbqTn86isFlzJs2q2JatrnKLRcKhxSMm7KU597z9ajjN0UxB7jJod+1Vrc455qMNJwMSf22cpxwc0Vl3VSEhsHgd+ahVonKSC4rIx619JvRUsnJ70O45nbBiSxq5qUsc+dHot2VGjFecE1Xtvnl1xHJ780SuV5DaPDSs8Cu3ntO8Je8kUnUZAKlOdqiN51oEFQ8ThPqajt81Mllk\/vMHFVdqjV5QytKXfeXkVarJUZMp2opk5VrdVxuiWUK91Ksd6ubRE3cwg\/AVlzp\/wCJMlJfc3HJ71pbSj7UOKlbnAwO9TbcSsDT6ZS2TB32lyifpSFKQSHWdzaSU5SnKknJ\/wDAR9TWXNRPLmagtF3baDynLYp3askffbZyMj5rP41qXqo2q8aJe8N4AlwNkH+UoyVD4jisoM+JcBpmA2Eh1qAn3VqwThrJTx55A49RXk9eft2J936T2uhXFCgSba9tSLX9nq2JVNBVOnuKCFJCi8HH8JUkkHgEHz\/iqAdKnvBdtkpISnKVOIJGQXUycJBz80njyzUm65SJDGhdA2WK243FYtaZbgK\/49pc\/HNBum8Jm26LauE7CloCmoqDwTILiSQPXhBPyFZ5wXlw5z8JTupimTq+4yDlTSZLi\/e5ykEnP1x+dRxaitalkY3EmpJet7EZ6bJVukXBxaQo+iVkKOfMnan86jeBQnkyp5z5NeYJNe9u1ej19a4TvOfDgUo2nPJ7Ck\/MU5wG2fiqpEEz6OyuTIQ0kcrUBVw2W3Ns29pGz7qQkcelV3pS2F6Ul9QO1B\/OrdtDI8JKCOAPOgs9riWdN7JzA05t1kbkOKAB9M4FWn9n7XLsW9pjPOuFpzMV9B43tqGDnHwNQm4xAtB\/diuNPsKgyQ+wVtOA5yhWDWbdVnibel1Brbce0u3X10JvlwtqZaJDTDhbDiex7dqryRCQrsOO\/FOGpanE5cVkr5USeST510DnHwzioAwITsHOYihBQg4B8u9OrY654gGcYUDXKkFQ93nP5V9EQpt4YOQTiuIzIAxNCdIbw0qW3FfXkEAECi\/Wbp21fNd9O9Z3DfItFmeksSo2MpMgIC46j8Scp+lQTpktTT7b54VwPzq8Oozs1HRrUGo4MV2au1RPa1xWeXXAk49z+\/yQMc4NavQ7RXqNj\/dmR9IKGt0u+v70yt9oXUly6t33S\/RTTjC83y7ArQ1ylEZC8KdVjyyFqz5Bo1su22uBp+0w7HbWUsxLdHbisNp7JbbSEpH4AVQH2Xujmo4F2m9ZupMZcbUN2a9nt0BXu\/s+JjGCj+FakgDHcDOeVGr8vMtMVsk8DHHwr3dI8Rzbjv2+A\/rM+YashEWgfu9\/eT3\/AIdp65KZHBUAaSVMZ7BYqu7xrJuO+UF0A59aHf6ctk\/1w\/GtAVGZRQy0VSWj5iklPN\/zAVWo1wj\/AK4fjXp1s2e7w\/GiFRiyhliqebyfeFcKcRj71V5\/po138YdvWknNct4x4351PhGKKmWE48gHG4UipxKuxqvxrRKzjxAfrSzWrEdyv86kVERZUmTg4VivdgNRBGq2v+s\/Olk6pZ\/6wV3hmDskqCMCuSDmo1\/pQ1j+sH410NSsq58QfjUbGkFZISeOxrnkc0DGomT\/AGg\/Guxfms\/eFdsaCRD0c7lYHrRppCQ2CTk4qJQr2yXB74yTUuhNzJjHiMx1KTjvioKkd4EG3LPOR8qBvK5ORRW9SxHJaeQUr9DxQVcllSclVGokZjd9fBqJakcHhK47A1JpMyOlJBUKh+oZ8dSF5UKaghCU\/q5RU4oD1qGBBUsnyqY6rksFaiFZ59agkm4NtEkLHekWd5q1DKwkFNtpBUQaQeujTRIChUel3kkYC6HKmuOr4J5oPEAjlrZpKDdiojBr9bPsau+L0rsqvIxk1+PMJt5zCtqiBX6+fY7mw7b0fssqfJajspjI3LcUEpH1PFVeqe3omx34\/Wdox4evqLduZpRz+rV8qzd1sAGo2j\/2Z\/Wpd1I+1t0L6bR3W7treFMnJBCYVvV7Q+T6bUZA+pFYK63fay1j1Uvrj2irYbFb0gobU778hYJ+8ccJ+XNYvRNNbXabHUgTa66y65Fq05yc9\/L+MPdWr1bLYHFTZzTWB2Kxn8KzVqHUzN0fLVrjuPBRI39hT5ywy7m5+1dYXorUSS4uS95fXgU3uHUrpVpVoxo61XR9AxsjIyCfn2r1L6hlXHaZGl6Kg5sO4\/lB9s0JeL0vxX+xGdg4\/Op3aemNotDKXrw7Hitge+886EAHHqTUHidRer2vHjB6aaHMFhz3RIUxvUE\/41YSmpTYvsn681k+3P6p6+cQlR3KiMrLyx8P5R+FJ2WWe0B+J4E2q6qaBgY\/DmLXTrL0m0jvjNyXb1OSCkogICkEjsC4cJx8s0Gt\/UHrz1RcNu6WaAVbYhJSJKGt5APq64A2k\/LNaF0H9nDpBo51p2DpZNwlt4\/pNy\/fHI9En3R+FXTa7YtLaWI8YIbT91KEhCU\/IDtUGoD7xz8OP+Yzxc\/dEyBpr7FGudZSE3brD1CX4ilblMsLMt35blYbR9Aa0BoH7MHRvQYbchaRYuUpvBEq6H2leR5hJ9xP0FW3EtYSR47wQSfujk0ZYtyAkKRHI44U6do\/DvQGwIMIMQwC3LQNHgqDbbEdshCeEpSkJSkegA4FEkW\/aAXlpT8Mc0TRb5JQFe8Uk+Q8NAHzNe+AwzgrfScHs0Mk\/wCsapWWSwqRmiM0lPutk+eVcCnLTDriQlAJA\/kTgD5qNKJcaSolhhPzcO9X58flXSlPPKHiOKV8zx9B5VXZjHKuJwmK22rK3UBQ77ffP49q8UWgSUM7\/QuKz+Q4H50qlkfHNdJZ5xSy0MLEcvOghazjvtHA\/AV4GsjkU8bZOe1Koik8EYHxoC0nEYJZCTymlA0N3pxTxyOE4GeflXiWSFYx5UOYW2MSPcCEtJ+eOTXYbkuDYjIA8gKdlDW0BLat3cnNekvEkIRj51G6dtjE20kFTp+hPNceDHa4XiiCorrgJWo8\/HFJ+yMo5WRx2\/4NdvkbZFtVoQu2rLaex4rD329miNAQXFAg+1Iz+JrdWq2kqtjg3HBPlWG\/t8JP\/N1CIB4lI3fjT8\/YP8DArH26THUNWIjA\/wCzT+lfV9ECvZWeP7NPl8K+qAeJQcLuMvJay4+CTnJ9an2nE+6jPYDNVo1OZLyeR3FWRpyVH2IC1AA4FWtUwAh6Qe1PdQRpc0H2dlawD3AqOx2X2JIbeQpJB7EVaMuDJeaSI7aUtj7uVYzUV1CyIzKVykbFtq90nzoNNcD7MZqKce3B0yWAkNJV2Haj2mreyWW5DjQdcc5HGcCoHJuCFOEhY\/GrU6fTYLFsYafUnxFDcFkZ7+VM1B2LxA043vgx9PisJgLC2QhzbkEDFQYyiVnnsasjVNygu295pLiVu7DtKecVUjMkFZG7PNDp13qSYWpOxgBJhbHfDbLyjnAphdLkTk7z+NP7CyxLSfGOUN4yM9zRC7wbc7EW27ESlB8wnBFQHVXwZ2xnTIlP6juqllSd5xUFZiSdSXpu3x+dysZI7D1o5rA+wTpEYqOUqITz5eVEuj1uErU7YWAEuAhSj5D1p17YXiVEBZ9plq6D6aW2DFbBdc8T+YjipbcEG1L9iUoEJTuBHmKmVqsluiQ0oDR7fe3ZqB64kiPdFR0rCkob4V68iqlDG1sTQuQUqCJ7eizL0JchJ5GDjHcAJwT8vujHpWYNJmG2bO6hSXBEtrik+HjhXh4BVn\/gVofU032DpLfbqrJLUZ4gg8j3cDGfjj8KpDT9qZiW+LM8Hw2HWCw42B7wabbKl8n\/AAEVhdQGNQQJ6Hp3NCmJ\/aCmR50myWWLGcaRDtrezAIJSsIQlI+YSR8e\/nQtTTFs0\/aray+4JqEqWtpI91b7mcZz\/dAT6d\/WnGqVQrz1CWHZR8CNHhR0oaG7c6yy0lDY+Jc4PlSFxcaduk+cp9ptGno61rSkjBfOxttOeM44Hn91Rqh4ZLky0WAGZSesJS3Lw5BHhJag7mG0tfdHvEq+fvE8+mKCeVOJZXKkvPqUCSoqJHY5NN1Db7p70s98yrPCc14M19XSR+dQO8mKNo3EH404bQqQ8EDsOMUkn3W6O2C2qW6HCnJPwos4EEDJko03BDLCQBznJ+dWBa0KO1I9KjdshqQlIxj5VMrLHB25Bziq7vL1KYnr7BOUkUiwgNKzswT3NGJLGDkJ\/Kmq2BuFV2OeZcHE9S9gjJp80sqKVZznihpSN2aeRlbNpx2NCRDUwohKSoA9iO9P7fE8d4JQN2CPpTLxeARjgVJdFQ\/bJSWgDlSwKW3EsIcmTXSDb0MghODkJwPnV+6b1E9bdNzGUuJS\/LSI7AJ94qOCcfTJqsrNp1Tl1TamEe80At1Q5xmqX6y9YdS2vUbBs1kcdYti3WYzIeUgghZBWoAEkqxn4Dj41e0y+EpcytePHIr8u82raJC7nbzJeb8KUyQl9s9zzwsfPP4mo\/rBWyKvHpVQ\/Z\/6j9QddajhXaTFlMQTEW1NZeUVISkp9fM5xg96t7WoUYqwBzjFe66Ra1ta7p8x+kOmTT6shPPkj0MzZrW6LanlCVkHJ86jYurqcEuk\/WpLq+wSJE9ThWlPJ4NQ6XbZERwNuJ79iOxr0arntMAttGTHKr06D\/WmuF359Iz4xH1oW6jYM7qRXarnKRuaZO09snGaPw4hrvSPJGqJAJw8r8aQbv090gB5XJ86GizyG3CmQlSVA9jRCHAUl1sYz7wpnhcSqbyTzJVbjPLYWp08jNfTLlcIY3FZwTUxtli3R0K290jyoDrO2Oswj4TRJ3jsM1XRstiXbECV7oFGp5iBy4fxrpGq5y1YSo4HxqPiPJK8Opx5Yp0y34fGOauCmZpvkjY1JMwCoq+eacI1LMWrajJoEy244BkcUQi+E2oZxxR+EIs3SSW+4THsFe6i3tzjaQVE1H49xaZRkkD60Ou+r4cdBBdGRU+CIvxcSyNCOi+6sg2jcf3zgyPgK2latGRY0FtpLAwlIHavz9+z5qtFx6w2eMFgha1DGa\/UKAy2qM2SkfdFef61adOVCzS6VSNS7bvKZg+0FpxiwaedvrSQ34BBURWcDrdoR96nvzrVf21HUwej11eaGFDbz9a\/NeRqR5MXb4mOPWrvS2F2n3tKuqrNd7VoJbV16jR2yQX8n51DLx1CbfCgl3j51Utzv5cdUfFJ8u9NYrV5uh2wYbrmfMggVL35O1BmXqdA2MvxD1+1Sp9Stqyc1Fnp0h4k81MbX0svM8h+4yER2gMqA5IFWFpTpLa3G25ESIJQWcB15Xu0H1O+zluJpVrWgwOZScCyXa6LT7NFcXk98HFS+B03mtMrlz30N+Gkq2Z5NWfd9M6htc1VvgwmEMJAIW0MU1lafkxoEiTOnJC\/DUQnNWq9DUgy5zC8Qk4AmcWdQ3W13eWzGfKmUKWkIVyMVrvqrrHUsvo\/050JbLk\/EhTLWbhODKyjxiVbUBWO6RhRxWNZKc3KYrz8Rf61rrUjZlWDRDRSCGtKNHB8v3jn+6sXpeXNqtyBj9ZY6jWhuowPX5CVGnUug9IoLDkj2uVu2+C13yPKkU6317qd0RdE6YMZBJAdKMnHqSarTpREYunVtLM1hD6DJdJQsbgTuNbu0vpCyiCzLmB1IUPeitpDKU8+ZrT6Yg12n+sOcDJGB7vfHaz9ltFK8nAOT7\/d\/wA\/hM4QehmrNUPe2a+1cpsK5LKFlasfLsKt3p90B0BAJegWNme7GG4yLgvsfgmrQlW7SDxYbERLXgE4THO5S8\/zKovanWIoSxabQ02ScZILiz9BWiKqqRlFwfXuf4n9JX3u\/DHI\/ryiOndOXiS2lqLFTFjBPAQgNoA\/Cp9p22xrA2oP3BpTrnJ2I3KHyJpi1Bua0JduclEdBGT7Q6EfghPJoqhVpFuUxFfU86CCVhoIR38vM1SvsJj0XEfsSYDOfZICSpWSXHeST60+YlPue6FlAPkkYoRETuA48qMQ2uRxWc7yyghSzuNRJReeQ4vKCAEHBJyPOjvt8ncSzHYijyUfeX+J5\/KgbDBUeOO3P1o+00FISpLQ7DG7tmqjtLCiNlFTqgpyQ485nlSzSgb5zTkRnXCFHaePIYFLoiAYK1f8fWqbNLKLGbbI5OMil22FnG0H54p6iMMZS3ye2eOPr\/ur5JSk8nn0HNKZo0CIoiEjJx9OaUTHSMeZ+J\/3UolRBOE\/jzXWM+dLLQsT5KEjucf8fCvRhIwnP6Zr1LddhHoKAmFiIKRuOcA\/SvkN+\/gnHFONhPlXSGxu59KjMnEbKaaSkYcKj8uK+8TH3Bz6gc04KUDs3n50morHbgfAYqMyMRupDquSQn4mkVMtpOVKKj8KdKSc5OaTU3nsKkGRI3q0N\/slzajbz386wv8Ab6UR05iI28GUjB+tby1awUWdxak5ArCf2\/kIHTWItOciWjj61aBzp2+B+UWo+3SY1hr\/AKIx7w\/q0\/pX1cw2x7Ix93+rT5fCvq4HiZrsNxh+NqRRko9\/jcKs2wahSlLQWv3SpIPyzVAw1uqkN+9\/EKs+wtOyXo8YubQ6pKSfQVW1F7ETS01O1jL7d1v4TCWno7jiUD3VNjy8qgmvNcJmW4HlsNuYSD3J86Mou11gQ0RItpU+00kpSQk5+p86qHqtcZM4MzCwIym1lCmxkZJ8z8aLS2YO6HqlJXAnB1VlR9+pxo3qZEiRkwrgspSg+453+hqgxKfJOCatTSNnYhQWXH4yZEl5IWSobtoPYAVYfUA95SqpcNxJ1qDqhbjHcZgSfFcWNu4cAVE4erhvCt+Rn1oZrC2RXYL0uNF8CQwCo7RjcPPIqvmrs+32KqsJcFXiKuqcvzNP9MNXRPHfdmuAtkpSnnhKvU1Yd11HajFJkSmVtkdgQSflWPdJ62csspSJQWqO9gKx3SR51M5vUSysxi8zKL7mPdbAPeqjZezMuU2BK8GCtc3tL2oZiM8B0hI9B5VOeiUtly\/JS+vDOw+IfQeVUbNuT06Y7MeUSp1W41J9C6zTpy6pfkKPgOJ8NzHkPWrNj7hiUa12vkzeLNzYEMR0KT4JTjIP+dUx1Cv0aJe3GGHN7aUo2qJzkHOf0qMJ6h28wg+m+teBjOQ92Hyqu7\/rZN6nPSGVksJWhpsnzASrn86VpcoSTLeqdXAAlxa1urLv2f7k68pALspLCMnG5ClJCh+ZNQG8FmZ0+sVujb3JNylGMJSFbUBC3HUr+OMKP4H0o5qCaxI6B24BCnW37kPdXwSSr1HwUDUH1rPetFm0\/KZd8EwIcuWQU5BcG\/YAOysKWOeORWFrWzqSfX+c9DowF0w90jMO5tR7xcNSOBbyYq1vx2kZG6QpSwzk9sAkL\/woIqLaruTVr0zHspcK5k11U19RVlWNqkIBH+stXyI9KLIfZt1h9pvCFFDTftSm0gblrWnDKM44933j6Amq0uVwl3y4uTpjoLz6uSeAkeQ+QHH0qqzYGBOYkxKG2rY7KWD4TWM57FR+6n8efkDTUkqUSrzOaI3F+Ohpm3RjubZyVrAI3rJ749AO31odnFJIwcThzzPCORSiE+vYc1yMZBNO4kdchWAn3R3qO0gxeBDXJWkke7ngVOrJbdm0gY7ULs1s27cp7fCppb4oSBtHalO0fUhzH9vjnABzxxzU0scTO04+FR6CyFAAAcmpvYYZ93gds1UZppVJOZ0Xak+WKDOJwfOpZcmQEEY94nNR15rCsYrhyIbDBjFLQ3FWO9dpUUcUqGlbiBXhbVkHNQZEeRVh9OQdwP51anSmG1+0GnnRhLZ3H5iqutyVeKkeVXD0+iEltpJAU4oD8agDJEep2rmWBH1hatFvRJ1wZdLl9lLSFpRkNoTjJV8DuGPrQmVp3Stw13dHza4klCpGULUjduGAQRnt3qTa3agwbe5aHmmlsNQCrDgyAoDO4ehCtp+lQLp3LVKkh1aiSojOfWvZ9F02QxcAgTyH0h1XhqgrJBPP4S\/dOR4sOC2xDjtMNBIwhtASPwFD9VlAayv7vnROzf8ARkfKg+sQVMFA7nivRVDDCeCuYkkmUtqkAzPmfKoHql1lpltOff3cfKp5qBpLD6m1\/vDyMq8qrfU1udZkIlLeK21nGFfw\/CtmgAypqGZa84gaK2JExpKz7hUM1M2ISEAe6PwqLRmMqShsZUSMYqcwYTyI6RNc3Lx3SP1plglXTk85kfvsNCkNuAAK3YPypjEZQh5vgfeH60\/vqZLUlPtCk7CPcI7Y\/wB9MI5\/fIUTxkU0DCyta2bJcNnbDkdtI8wBSGr7Wr2MbGxgKGKUsr6Qw2M+lPdTPLchJ8YBIyMVkZ22iboAerBlRX6N4Te8tlCgr8aFxkJUtKV8bjRzWT5THTuRtAWCFevwqGtziqW0CrA3gZNa6HKZmBqAFtxJgXENN7G2+McnFR293ZEL3grGe4os7eoqWQAtKMDBHxqttcXhDq0qbUEpSSCc9zSlt2nJlt9KHUAR5cdaPBBQ2vGaiNzv8uWTlZOfOgMy\/RkHb4m8+gpumXPmqCY0YgHzIqq+s8Q7V5+EuUdLFftsP4y7\/srS\/D612B+S+EIDqsqUcAcV+ubesdPwISFSLkykJSCTvAFfhjbLfeIz6Jibk7FcbOUqaWUKT9RUwOq9RzWBEuGp7xcEdvDXLcUk\/wDmoLekvrwu8bQJBc6a5npIOQB58Ym2\/ttdf9EX\/REvQWl5yLpdpikjbGUFIZAOSVq7D5Vg2PpO6S0hdznBhs9wDjijsGHdHh+4Zbio81K+9TlcOzRj4t3uqnl+ad1X6Om0aZAhJI9IKNZkvjk+cHwbLpa2LHhMLnvegGeakUVi9yUbbfb2oTPbcoAGhitY2iB+7tdtSVJ7LIqS2HSnUXWzaXoqUxIzvIVznHyq4DXSPYAAhMSeXb+Ef2GJHglabxdA8FpO9O7sKJnqLabZFTarBGdfQ3wEp7A0D1V06l6Cje03G5qkrkIwtJ4phpW\/2mIlxFotC31qGMFOeaQ9gbmPp5AA4ha5al1ZNaS662IbKzwSOTTS+WmTFtP7QlXFT63kH3c9uPSib7eqb60hL0RMeOk8bk4xQzU1rFvt2965pfdKVDwwrgDFV2sEuLXiZtd5ky1dyFK\/WtcXIl20aacBx4GkmB+K3TWReC\/KH95X+1WrLk8tFptnmlrS0VJA+Th\/zrB6V\/1T8PmY\/Xf49H\/6+Qmf\/szRETutqA4kqCXHV8DOOTzW+XLNaIf9Kv17ZbSv3ghbm44\/wisHfZPwrrQhR8TGx0+59fyrWE6zLfedmqnbit04CuwGcd60Ogt\/d6YP+r\/yMd1QftTZ9B8hJpK1Fo+PIK7fAfm7RhO5Xht5HwHJpwxrO7vteFCDMFo8BEdsJOPie9Q79nxGWF+HODz6cYDYyB8zRa0Mq8NO85PwrQsYefMrLmSy3qeknxHnVrV3JUokn61LrQ1hhae\/A7\/OozaGvdThPepnbIrpYUSjb93k8VmXvmWEEIQ2yCAD+VHIbf1ppbrc8+R4La3OP4Ekj8akMS3oZ4lPsM4H3VK3q\/AcVnsTLKz2I0pRIAJ4ozFaLCML2kqHCd3NIMOwG8BCXnvmdifwFPm5TqR+4ShkH\/q04P496rWGWEHMWYacSCFs7T6qOwf767UpCTy8Pk2n\/wCY03BWv3lqJPqaUCaqseZaAiiXEBWW2Rn+ZZJNchHJNeoTzSgTzjFJJhicpT5mlAgV2lpXfbSyWMAHPHwoCZMSQjPelEt8ZApUJbTyQP1pQkY7ZoCYYEQ8Mivkp5PHNLK8jgCvEp5z8KHcYWIntyn3WwPU0mWcngU4wQMA8elcEH1NdkzsRB1pA+6c0kpI49005I8q4WjtmpBkESO6xUo2R1NYK+34P\/s2jZUDiU3jA+Nb41g2VWZ1KeawT\/ygKSnpxESobSJTfy71bT\/Lv8D8opf8dMzHcFGYUf3P7JH6Cvq8hBXsbHKv6pH6CvqcuMCZTD2jxBEBI9raH94VaumWUuTYjalhALqeaq22IUqcyAP4qsyF4jTSXEHCk8g\/GsrUEjE2tKMky8peprW2whmQr2VaBgpAyD8sVSfWm4xLoxFfhowltwpUojBcyO\/0p3c+o1vAbbu8V5L4TypsBQUf8qrzVepP9IH0JjsqajtA7UqPKifM1a04O3MVqXU+zI+jvgVqbpa3DRYYkRTIVOS0kuOFOdw8sGsutIJWB6kDNat6e3e12uwxLTIWGVsNpAeI4cGO9dYIFHLwP1dRAc09MZaaSJyUE7gnHu+eTWbikYrSPWO72ybpeW1AWl6QgAl0DGE55H1rOJqwg9iJ1B+1k06e6Sh3dC7ncmy4yhWxts9lK881N7roewXCMqOLciK5t\/duNp2kHyz6inPQQW+Pb3F3Yow86fZyse6gjGc\/Orb1CLE5b1mYqPnYfDKSCoHyxiq6uQ+JYrqVqtxmOZUUxJLsZwe80soP0NGtG6VVqm6+x7y2y2ne6sDsPT50Ou61uXSUtwYUXlk5+dWZ9n2NEk6jlt3JwIhraSFE8e\/n3Rn071avOxSRKFQ3uAYZc6TaUXD9nQh9pzye8Uk\/UdqrW\/6fkadfVZ31DcX1FLn8yAE4P1rZ69PWRUPw1Q2W0BPDieCkeoNZc6rMpla\/MFLhWhhH9Yo90D3irPx7UuiwspEtamha9pHnO9UOTXNNaR0rbXlKDS1SSkEgLXsDY48\/fKaG9QG3Lrr9rRoQt9AU004lCseLs95SQfLcpQBz2yT2FE03GOrWmkLexISpDUI3B8bfusoC1gH5lCT+NWx9j3pSz1M6pXvq1qJkrttgkksFw8Py3PfSB8EJIJ+JT6VjeGbtQc+uP5zc8QVaYH0H\/qSnQf2SNOW3TrWrOqkQXOVgyWrYskMNlQ4U5jG5WMYT5AAHzqreq6bTZHVMafs9vgNBRSPZoyW9o8hkDP51sHq9qiO1Dct8d07UjKgjnPxNYl6kqm3q8LfWlYbR7o7\/AI16VaU09GEGCZ5t7nusyxlazIkWcVCXFae3k5KkAkk\/HvQ97pO1f47n+j2WZyRuQws\/u3R5gE9j6eXyqVt29CV5WOP1qd6HhxUvpK0\/I5xWNqURl9oS\/piwbgzK67LPhzVwbhFcjvsrKHG3ElKkqHkRUitNrA7gVqfqd0Yia7tCb\/ZI6W75FbwNuP6UgDhCv7w5waoKHaFRpDjT0csvIUULQpOFAg8gjyIrCvU1H3TZqG\/mK22CEpHu8mj0ZgpxgUnFilISNvAolHYyeBVFmmhWmI9tjJ3pIHn2qxLBF3BIIwMVE7FCIUk47EVYVijlGEKB+FKJl2pY3vUQJb3AYwKiS2VKWePlViX6ETGJAOCKh3shLwTjNMrG4SLeDBZjKAJxSJax5UfmMIaRtOO3NDwyFkY86lxtOIA55nMJKW3EqI4yKs3Qd28G4xSCB74wD581W4jqQd2O1SXRan\/2tGxn74A+HPeirXLDE5u3MnfXDWjUW8\/shglUl2ElK\/RCXOSc+ZxTPpW7vcSc+YqKdZpTU\/XqnGzkoiMNq+YBP6EVKOlCQl1Ppmvp2j06U6ZSo7jJnyzqGqfUapg54U4HwE0nYzmMg\/AUF1m94TZcz9znFGbGf6Mj\/DQLWyVOMKbSMlXAFMqGXmVbKU1LPZdmFaFpIzn71QLU92Yf8OC0tKyFblEHOPhUr1Ho1p+apb77wUf5FYA\/31BL1px+zSUkqLrbp91WOfrWxQqZ4Mo6h7PDwRxO7TKQzLZccHCVDNWcxbZchlLiQgAjIyrk1WNoZSZzJeHu7x3qyGpkuO0ENuKSPT0qL85GJGjIIO6RjWCxGLUZ5IDu7cAfSo0l\/LraR\/MKkGsUh5LLi1bnST+FRxlohxBx\/EP1qxX\/AIYzKOpOLTLgspIjtk9toNLarly\/YU+GwXAFDBBrmyt7o7aVdiBk0tqyPOTASGEo2bhjf6ViFsWz0iJ9jkSn9a3QIiYmnwiFAoSTVaXDVsCMdzb25STkYPnR3ri5PZgNl3KVpPuY7H5VUEK0SJLHjuOEnvV5r7c+HUJSTp9dpN1zY5xJjJ6hPy0+G0wUkedA5CJ9+kpS8+QFdk5pzZoEZgH2pwISe5p4i5WK1v8AjpUFqSePOmppNyhr2\/CWPEFZ20Lk\/wAYzRpluAsJVFU4fIgURYiugY\/dsp\/MU1unUSRL91ttIA7HGKBKvMyc5sU\/tCqsJdRp+KxOOn1N3L9vf\/KSxS7VEG6TKLqhzjNcq1axFRsgxkpx51F5LTTLQUXtyiM96ZePnHNBZrSOIdWjUjOcyTyNT3KVkKlKSPRJxTMy1ucrWVH1JoQl0mnkRt+SrYww44fRKSaT9aJjDp1WH9Ot+2XJsLGUoIUR6\/Ctc6Hdu69PxghTcRsJA7gf+tZp0JpS5qYeuUthcVsDhbqdvl5ZrQWk1R0Wpht+4reQE8eGMn8agvuXJlC8KOBI31pW0wGFKl+0rAypOeD\/AL6g+jbxclPOuWKxtpLgCQVDgH1qT9U5CG3YymIalqT7w3ck1HtLSNS3Mu+wttQU597IwRSLLtvE0NFXurBkies+p5jYdvF4RGbUcltKgMVGtUQ4MJhaYkxL6vDVk5yexo+5aoqB4uoNRF3HdAXgGovqBdtKZItjilshCsEj4HzpKOWMuuoAmfGzl2QT6n\/aFafvEoot7aUgnZpuKn\/4Sj\/nWX2AS9Ix3JP+0K0vddyrfNc\/6uwx0\/8A\/Pn\/ADqj0r7tp+H6wNaM6in\/APX6SoPsjgL6vhwqcTtZdV7g\/Wtae2K8N9pyC44hLigTj3e5xWTvsfFH\/Os4pTq2\/wCiuY2+Z9K2HEloCgl9e1Cs\/e4CsGrHQnx09B8f\/Iyz1QY1Tfh8hEoMiQtopbjJYaV7p2p4P1qZ6MsjN1fd8ZxtDbCQrLjgQO9R0XBE1tMaMzuBHlzzR6xsqhy2BLR4Q8VtR38Dbnzq+zE95V4xLTsttskY7IylyHE9xFZyPqtVPzcGo0lSI9taQ4Dyp4+Iof5U3Y1Da2SosuKdSE4\/dJyO\/r2pSNc44c8aLbWwtRyVu+8rP6Vn2uTGVwgmfPk4S9IcCf5R7o\/AUQhpBGBxQwynZJDjysqxjgYAonbx7gJqm3MtJC0ZGACaJspGwUxjA4TRFvsBVZzLNfeKJSfOlAM1yntXSQc1WaWhFEjBpySkHuB64pugc0rg57GkmFF0KTjAyfpXe\/d\/D9aRQCDzSoST5GgMIT7GVUsE45r5DXqcUsG0980smEIiocCvUjPB9K7VtH3TXiU81EKcBGR3xX3h\/h+FKEK8jXJB867M6JKQkedcYHp+NLKGeKTUMV2ZEA6tT\/7Id5Ffn\/8A8oKvPT+IncMe1IP51+gWsBmyu+XFfn1\/ygDah09i7cbRKRnnnvV2v\/Lv8D8ov\/rpMfwj\/Q2O\/wDVI\/QV9X0IkQ2OR\/VI\/QV9RjtMhjyY0sqN05rj+KrNjsf0bOPKq408ndcWkkedXRpK0tXW4MRHjhvBWr4geVZ+pxkCbOkyQTKq1REfXKC0srUlKeSEnAqPhr4VqS8x4sdXgMxGkNhONoQMY+NUn1IscS23JmVBZS03KQVFCRwFA81f0+CgEqamtkJaQfwyD2qyNJ9RYUWA3b74h1Kmk7UvITuCk\/EVX4QVKCQOScCpdbrKww0EiL4zuPfJTuxVivT+M2JRs1R04yItrTW0W7xTbbS24GVHLjixjdjyAqE7R3IqQXu2MJZVKjtbFNnCwPT5UDSPh2pttPg+zBTUeON8t\/ojBalRXkXp1bUDxMtKSOSrz+narM1VZtPRbU\/KsU3fLbbKm2t24LOPyqP9A7NCumnQm5HAZeWWWwdu9PmfjzViam0taI1tkT4yTGcjtqWBu4VgdufM1lj\/ABZr1j7DMxrKUpch1x8e+pair4HNSfpxqy3aeuzrNwd8ONLSEKWeyVA5BNRK\/Scyn3gNu9xRx6cmiOlen141SQppLmFDgITWnXpLtbZ4FC5My\/Fr0yeNa2BNBSdXwW7f4r9\/bEUDAy\/kEfLNVNf76jUF3m3eONyZOIrJyMpbBCUEjv7xGR\/g+NEYv2b9WyNuQ+hvv7ysflRKJ0NvdkdLkxDjgQkKBC+cAY4+W4mri\/R7qCAjYP4iLfrWksIy35GA9JabuerutcjSlhW0p02dERL7xw2y0llPiOrPklKd6ifQH1rZGk9c23RHT9nRvRjRd71NbrbuTLvbDLcaJKlf2riXHVJ35I7gHAAFUR9lvQsnW3VPX1rdZeYYmMsMXGShBHhQg+lTjAX5LcCEJ+W70rbeorU25bWNOWNiPbrey2GUNNIAS22OAlKQOKx9DphS7NZ97J\/DBmtrtQXRa07YBmINf\/aLvcG7vM3\/AEXIbVgjZ7ShzaPiUZqB27qVcNfXJVvsOi58+Q6QEtRIzjqgfjtTx9a27B6A9Nos43a8WkXeTncVTEhSAfgntj51KWbXbbcx7DZLNEgMnjw4zKWUkehCQM1dcWO3Dez8JSQ1gcjn4zC83RfUa3KDl06Y35DRPPhxFOEfROSKdWNdtbe2yxNtjiFbVImxXGgk+hURgVtpVtU6godcLSPIJO0JobO09a3HMyZgSvbglSsgp+I86o3aXf2MuVW7PKVVo1MhERv3g9FcA2utnKfxHeob1k6QJnBzV9hip9sQnfMZQP65I\/tAP5h5+tWpe770n0hKW7LvrUeQnAPsw3KV80jv9aDL67dMHFeztzJLvo4I+P1NUL9FldrS9Vq9rZEzA1D9xJ2UQhW5SzubRu+FT7Vlk0jebyq4aOuzKGpfvrjuJKNjnntPbBpszpu4Ww7pccpSeApPKT8QRXnrtLZUfaHE3aL67cbTGdni+GRlHPFTW1xUOOsPZIU2ewPB+dColuSEeIQUqPbI4qR2JrY8ltY7+flVJhmaNRxHl4i7omCk5NQx9qNCUX5byGkD+JZxz6fOrHvDeIyUAckgCqg19061TrOe0qC04IcUYbShzG4+aiP+O1em+j\/Q9R1ZylI7DPpMLrvWKumIHfzMWlKYmrIaWrb5EpxTmHZwsAjFVjO05qzQs5iSp+TsZVlTallSVDzyO1bP6IswNS6chvot0VLroG5YZTkcc84q11P6MajplgGp4zM\/QfSWnXKTSM4\/r0lGvW5mNjxG8kjjcMA\/jXzF9tOn90pbrbshP3WGVZOfiewFX\/1T0HpybNaYlW9tzDRG4n3u\/celZr17o1vSd1baiLWuJJTvb3DlJHcZ86u9K6NpbGDOST6eUodV67q6kIrUAevcwRKmybrcXLjNWVvSFlajj1\/4x9KtjpanDifiRVURGuU+7VvdMUgOp+Yr1d6hRgTxdDFmJPeaFsZxFR\/hoXqfJdbATk7gPzonZf8AoyPlQvVDimylxCclJ7etUax7cmw4kauGnLctwqU0Hc\/xZqq+ptoYhIjtsArStzPP8PHaradtBf8A3guSkbhnak\/d+dVlr5l2O+zCKvFSSVeKDn6Vc0WTb3zJ1zAaftiV+zEIAITj0ou3eJ7DYbWhLmBwT3pViKSAAnJPlijKNITnmQtfhoJGdp7mtU7B96YKeIfuSFS1SZz3iyPeIGAMcAV4iGQtHu\/xD9akEq1uw3i1IaKTSYip3J4H3hRkgjiJOcnd3k\/s7W2O1kYHBNe60ufgQUJWjeAoAEccU9t7I9kTxj3R+lRXXRuqYGGI4dAWMbjisFaw9wzPTm7wqCRKN65TDNhMoUkJCVAoT61Vrdr1AYSno7JS0kd6mnVKRPcnMJmtltSSNqccCiIeUnSakpCTuHPHwq74eLGGcYAlddWy1KwGcnzlJyrjOS6pqQ6oFJwRmm\/tRJyVV1fwpEpSiO6jmhqFrUrCQT8qxbNWQxBM9bTUrVhgMQh7Rk9\/zpREg5yk8+tD0KPYn8aWQv40n60TCarEfB5a\/vKJpVCz5+dMm1H1p0172B5+XzqReSZXdAJOenGn4F5vLYu7iERk9938VX9+1elujYiCwiKt1vnGAM1myU8qDCYjsLUhZGSQcH4008d17lbilqPfJyaurfsGAOZlXabx23FuPSaiu\/VLTfUPTj1rZs3swaT7pQBlY+GKkmh5EdqzRm4FpVlKMbVjkfSs2aLkPpCURVYdWsoTzxmtQaahXVNsZ9smNRyUDdtISKsI25cmZl9C0HavaQjqbNuyZ8V7Y02pCcpSrGB9BVeO3eV4jjs6+JZ8X7yGOPpU36qJtjFyjJfkrkNhOHAjvj\/Oq5VYIs67BmIlcZp0gIStPOPU0Lcmamkz4IxHSb1aknKIzklf87qq6lXmTLgSGfDbba8JXCU\/A14\/YYlqvCoD0pC9iQQfIn50Qvj1oTZfBhbfaEtK8Up+Ro17cRxzM+xVfvneO6h\/titIX15Tdmu6hwEWhlP4Rk1m6J\/XOc91p\/2xWh9QqKdP6gcJJCbchPyxHRWb0s\/Z3fh+sPWD9oq\/H9JCPsT2ybcOpFzfiMFxMW3LccO3O1OcZrVsGGzOise0NpcQh0k+mM1mz7BN1Xbta6pSmKXfaLMpBUDjZ73er+LrqFojJcUEoHIz3NH0Q7dBX+P\/AJGWeoru1Tj4fIScwjDhqcT7QyhA+6hIo1aZMSRJjqU07IDToJ9zJUPTFQOBgYIOal2ly+qQ03EcU24twJCgcH4\/lWmTkZlMrgSyFMXOeQiNGMGCscJd2oBP\/ApWEhScpyDtOMjzrpi121ET2uTKfc3K2lxaypSP9XtS4\/Z6dqYJdOPvKcwM\/QVn2xlcIREgkA0aiJxwe3lQWGobxyKMsKHeqzSysMRuwogjg\/KhcVZKQBRBCj3JxVZ+8s1xyk8Uqmm6FgilmzVZpaEXb74+NOAkbueccd6apPvcHzpVLi93KvzpJEKO0gJPYD58V0VceRpshXOSfrSo5AxQEQhFgVE9zSg9KTR5Urx8KWYc+PlXo75+FfDk10MZxQmEJzXhGa98q+qJxM4UnzrgpGaVPauFV0GR7WaR+xXcV+fP2\/x\/9nkcpxj2psH171+g+tRmxPfKvzz\/AOUATjQMPAIHtSO\/zq9T\/l3+Biv+ukyPCQ37FH\/7pH6Cvq9hY9jY7f1SP0FfU0DiZTDkzjS6Su6t8etW7aJz1qfZnMD3mTn5jzFVNpLm5o+VXPpyyG+SkRCra2BvcUPJIrL1P3hNvRABDHF36g6WfcLkiYqO6lOVNKSc5+HrVSa01KjUVxSuMkpjMJ2N57n1Jq6b9oLSqgtpVpbPu48TJ3\/POaovVtjOnru5CbcK2SN7Sj3KT61pabhJS1ZcnB7RhCaMmaxGQcKdcSkH0ya1TpaBZrdbm48VhlLqUgOqUkblq8yc1lKEHnZTLccEvFadmP5s8Vr3R0XTT1pjp1C8oXAtp8TJITuxztxUW3NWeIvT0rYeZWHWy0Wpq0C6QGG23vECX\/DGAUnzPxzVJpAHer365WhxESPF0+VvwX3CXFqHIUOyfiKo6TDkwzh9ogVbDs6AmVbUSu0qs0l9n+HAd01HcuBT7SlxZjpUrHuZ7\/E5zVia3iQ3bNJkPrCJDTSlMjd95WOAR51nnpZra2x4CLHc5SYzjKiWHV8JIPlny\/8AWpfqzWtptNseeVdW5ElTZDLSXAslWOO3lVJa2NuZoragoIPpM434lcpRUMFTpyP9atz\/AGYtBWydYokrwElTiEknFYWuy1vOh0g+84D+Jr9Hvsj2+T\/otb33BtCkDA+GBXoOm6k6c3EcEgfrPPa+vxBUD7\/0l9QOmVnXGSFQm+38oqPai6ONXqYzabTb0KfkBTY4wE5H3ifIDzq6LbHT4aEqRkmpHCixbGyqY4lPtDg5PmB5CknrV2mO4HJ8ovS9O+tWY7KO5lNWvo1pPojphVm01EbMq5vGXcpiuHJMgjBUf7oHupT5AfGhbyEc7Ee8Ryamet7q7dJYSsnCc4FRF1O3knAFUq2dxvfueT+M2bcZwvYRkI6VZBHfvmg96uMS2ILilDcB506ut7ZiFLIUneecCqp1pq2JCXIut1eKYcFJccB7KV\/Cj51ZVc94od55rjqbbtLRROvUssB0FTUdHLjnx+ArPuuvtC3i9wn7XZmUwmnle86FkuFPknPlVadR9c3HWOopVxfecKVrO1JPCU+SRUYaeOcnmqFl5LbU7S0qYHMKPS5EhanHXFLUrnKjk5pBCnkElJOa+bkMnA3c+dSKzQYM8BJWkLz2NJOPOMGSYIi3SdGWlxLigUn1q2dD9UVtpTbLwlL0deAQ5yKhF60RPiRhOjtKcZUM5Tzio6y45HeAUkjHlUGpXENbGQzVsixw5lsTebAfFjgZW0Dkt\/8ApSOn2U+2pRgFJPFV30g6jvWac3EkOqWw4QhaFHgp9KvF6wxGJrN9tJ\/9nyP3ih\/1Z7kfrWJqenAPuQTf0nUfYw8g3VHV8XSrkO2tlCpc90JQnPKGx95f4kAfX0q\/+l9itFw09Hl+EklxAJ4B8qxd1Eg3LUuqJeq3ELLYcKYuTwhkH3cfhk\/4jWiehfUXGnGIbxJLYCTz6V7DoDto91Q4zPHdXtGscWE5Ake+01Y7TaYypKUJSSQBwM9qlv2dJvselYstP9WlXI\/u4qmvtT6pVd3kRmHVABeSM\/Krg+z21u6fx+P4AfyrV+lGuGoppozkjOfxlHoWm8O620djiS\/qNercLgy4JjOwtfeKwMc+dZu6naoh325sQ7c4l1iECFOJ5Clnvg0X+0IXEanitpWQCycjPH3qrKO0QRxQdM0aV1rZnylXqeuexmpxwDCsNGSPpVsdN+HAMeYqrYKCSM+tWr06SUugfGrWqHEo6U5Mvyyn+jI\/wih1+V\/SGlAZ98cU\/sxIjJ+VDtQvBhxLpHCFZNZ1Y9qMtMbydNRlErdfWSe5SeKrTqTATbRHj5C96ypJ8wMVMpV2mNkiJKV4auRhQxUF1nMMpxphxzxHgorUonJFW9HXYLQWPE7XWVnTkKMGArMhCZrKnRlIWCc1PVJSADj18qgzDJ29uaIi9XGO0GhhYAwCocitC2o2HiZGnvWkENPNVln9xwPEyR28qj4AKk8fxCncl1+U8XZCipXYcdq4LfKePMU5U2LgytdZ4rlhLGtaE+A0FdsDNCNfhtMVISOyxj5UZgtn2NOP5RUI6jXp2FBHiM+JhwDOcVi1Iz3jE9E9i16clpQ\/W1LBbjuE++lYA9SPOgT7rrWmQs8J4+oxXHVG4yrrPZ3JCUIUMIHlXs8rRpoIwcAenFMuLV2uPcJWBW2pGHYn+U60x0ogdQICp8iWGUtk5xjOfrTxej+n2l2HmZcpt51tJTxjOahaNWXKxWB1uFMcaLm4kpOKraTdLhOcU5KlvOFZKjuUayb9ZTTjCZYzV0mg1Oq3ZswgPAhzVDEFM9x6248Eq4xQhB5pw0S7buTyOKbIGCB8KzmO47vWb1IKJsJzjiOmzRG2teNLZbxnKhQ5v\/Oj+l4ypNybSkfD5VZqXLCIvO1SZMtL6TRqvUCI810NRUJxkqxmroj6F6X6VjpfmOMOlIyoZBJrP94vEqBN8C3vrZUjupJwcUwcn3K4qzIkvPqP8yia0ldU4xzMeymy7ndgS9LlatFiYm+6ZHhwJPurUjgJXnv8KtSwM2tm3Me0zXJPuAgjnP1qmOkYU9p6QxLYLrDayS3jkj4Vd9klwxEQm3WY9uAodvp5VcXlczKvyrlM5xKr6ySI5kIMSOpra3kKNVjGvV6eSMvkkAYOORVr9XA\/KurLMtlLaSjhIxUPuKbTEMRswS0FEJynso9qErkzU0xxUOZG0vuvO7n3CpZ7knJp6QtMGUooVt8FXJHwNSeVa4FrdhhuM2VSFpB3d8GkNaqYYZkxYxwEx1FSQMDODTMYUxobJmfreN0jGM5cQP8Azir81U6tGl9SqT29kCf\/AICBVBWsn2pIH\/XN\/wC2KvHV0jbovUytx5axj\/8ATSKxumn7C4+79DLerH7TV+PzE4+wXI9n1Lq4ot65ClWnG9I4bGTkmr9XHaaYbfaClKV\/WEnzqkfsF6gtdn\/09hSIilTZ9tabjuAfdAKt36ir8Syg29YdAQrYlSST34qz0hf2FPh+pjeoNjVv\/XkJ3b1YAzUr06pwT4yI6ilfjA7h5Dz\/ACqIQ8FASPOpXYGmXJTCZCC4lbyUFIOO\/wAqvgcSsx4lhSb9HnEMxkBKErKl4TjJB4p5DcPAGTTxi1adt7XsrqmWUPfvEKJAOM9vM08ZuFghNKTCQh10fcPh9j5cmqVmD2nVn0isPcCCaNRzk9zmgcWQt5ZdcV7yjk8UXjqOe\/FVWHMtIYajr2pCgO5xT8Lynv2FDI5wkU9QvPfzqu4lhDHbSsJJpw24CBimqCNuPKlGyE4AqswllY7Qr3hSiVc5pulfvDHrSo70oiMEdIOaXbPFNWyonAFOW0qxhXB+JxSmhCLoNd965bRn1+ldgIA+NKMYJ8k4NdZ96uVkJxgflXyVZJNRJnZOa5JxXm4epNebh\/KTQyJ6r1rk5PlXqlEdjXClH1rsToG1aB+yXMkDFfnl\/wAoSSdDxAjsJKM\/H3q\/QjWZzZHsn61+d32\/lLVoiLuO4e1I5+tXqv8ALufcYv8A66TJUJQEKOCP7JH6Cvq6hJHsUfj+yR+gr6mjtMlm5M60crdcx54TWguljaX78A9kRktEv4P8Pl+dZ\/0Skm4qPmE1o7o2yynUK5cwborDP71H82e351k6lvbE3dGv2csq9\/sBbSmxBYLJGN23n8fWsndZo6YeqlMNKKmCgKZJ77TW1Lnc7C5HWgvwzHHG04BH071i3ro4lWu30Rj\/AENDafZ\/8P8A9avaR8giV9em0LIhpoyDf7eIqNz3tDewY7ndW6tG6Q07JhtveCJa3ACtRXyFHuMeWDWHNFJkr1XakxSA4ZTe38ea\/QLRYsUSE2bV4RSoDxCTlWfPOfjSNU20ztCucyNdRtDwGojESGNyHVFagedhA7VnzX2kY8Npz92B9K0b1S1Hb7I3ENvdSQ6s+LhWQk+VZ81\/quPNYWQtPINbejOdOCZk60fbnEjegulcS8xf2rfHnkR1qIZZb90qHqTRDWHSa2Q4Tl00++8PZxvdYdJVlI7kH4elXX0PsFrumj7fOvDYdleFhLBVgBGTtVjzyKJdVNN2e06Vul5t7PgvMRlnwAcpcBHp61m16k+Nt980jo1On3keWZim5JR47baU91pH51+qn2Z7NGjaJs385jIKgPXAr8o5swrlskj3i6nHw5Ffr59ky2vv9OLTfriyUoVHSlgEffwPvfLitBrAiu3w\/WZIpa2xFx6\/pL9tEFqK0H3wd2PdB8qY6huW1CiTgAYFOXJK1oLi1cJHaoXqe6ZUpsH86zKlNj7mmuQunr2JI7dHkvPFXfJqM6huCILG1B9\/BPxoouWASo8gHPNRnUqTJYW+shJ2kJJ8hWrWOcGZ7GRO1iRdZsiU+cIAVhSuwA7msr\/aD6kRJ8xzTVndKo0dxXiKz99w91GtCa81QnR\/Sq9Xht3a88TFYIOCSfvEVgebNeuMt6S+tSlOKKsn51GqtKLtHnDrXLZ9InhS17t1fLCkp49a9aSQecc0stScYA+FZwXIljPMa+KpOCTS8e6PR15bcKT3FcKSnPYU2fCCeOccUDKRCBEsfSHVOTZ1BifiTGVwtC+QRUpu9g0zq+Mu7aTkIbkEblRVKwfpVDLQsDLalA07tuornZ5CXmH1oUk53JJBoVdkPMM4YSYMvS7NNAcSttbasEHgg1pno\/rpi92tVluL2Wn2i0oZ5GRjPz5rOMPWNi1g0mPftsad91MpI7\/4hR7S864aKvLKn1b4ylDa6g5QoZ7g1YOH9pYC8ey00dqjQaGrKttpCVAAhCgO4HaojobTd8tEVS2ipKd5JGDVuaIvEPVdjQy84lSVJBQrvg+lTCPoqMykBhSQFIzjNb+hFboHbuJ5zWBqLSg7GYi63PyVvAyAd4WPn3rT\/wBnwY6fxiSOUD9Kob7RlmRDviWydxUT2q6fszOi4WiBaXF4SlO5YzyUgVR6vUWs3eQE0Om3qq4PnIL1+ZLmqIytuQGTz9areMjAFbr1jpez3BYbcssd1gt7VAsg8fPGayx1b0VB0hqBr9lNlEKc2XEIJzsUDggfCtLpWvS5RRjBEy+q9PspJvzkEyJQ0EkdqtDp8AHQPiKrOIOU8VZvT4\/vE\/OrurHEztIeZeln\/wCjI+QoVqhKltqbAyVcCiln\/wCip+AphfVEPo7fexWfV9+NuHBxKyn2p5Dy\/wCmutk9whWBQGRAeiPhLp37uQo+dWRNszJWpTi1KJ809qimoYimX2IoIVuJII9K2KblbgTLu0tta72HEEtN+7kJOK8fbwBkVJ7VYVPtglGcivLtYVMozs7fCmCxc4lUocZkP2J3H3a+2pJQMfxD9aUeCmXi2pFcpO5bfH8X+dMbtFZllQY6TERx3QP0qteq0Yew8jjxRVnW97MJG3+QfpVa9VX8wyhQwfEH1rH0oI1A+M3tU4OlI90zhq0souiEra3ZWnHFPbkw29ZC2WsBfAwKT1BFdm3cFpPupWOfjRaVGBtqW3F4OfSm6wZuaVtPxp0lK6lQ2l5qCtQQhagD8BmjTVs0VboG5xxLjpR6+dAOoMZxi4pxuKTyDUYCXlnneoYrx2vpay484xPfdIuWnTA4BzDS2Y6m3zFI8PccD4UJbRziilkTvZeYPpwK4jWi4SXdsaE85zj3UmrNaEqAIprFVmycRFtOKmehoxQmRPKSfDThPHc4pvbOm+q7iB4VtUkkcBR5NTc2T\/QDTe27JCJrn8GeQTWjp6WU7mGBMzVapGGxDkmNtEaQt13vpk6kkttNK94IUcZq3nnelGlowLaYrjiAcp93ms1SLtMlyjI8ZaP5dpIwK4CnHVbnFKWfVRJq1W4UYUSnZpjYcu34S\/8ASWvW7rNntWG1sx0qO1kEABXzwKty1NXxyEhUuUzGUQCraQBWeOnNklGxmYHPZy8sbXTxtHwq\/bPHtzUJoS5j0pQSASkd\/rVoZKgmZl6qrkLK16po2XxsCZ469oz8KBah8IwIZcbBdDqAPjRnqeqKL+gR46mwAn71BNSLTstuxlRIdSd\/kKNRwZeqP2ax\/e2G1SLTJTkOhwJxQ\/qMpsNPOJG1Xsp3fPFEr8WxcrSgPe\/4gJSKDdSFtgy9iHE4jHOeAeKluFJjkOWEoWzDfNZT\/M+0P\/OKuXWfGhNSnI43Y\/Kqbsf\/AE6N8ZDP+2Kt7XDuzp5f1YwFKUn\/AMwrA0HGmuPu\/QzS1POrqH9d519ih1lmbqpSo6VuKhJShZ\/hHOa0c1PtT8YMSHk5wCgjkpOKz19iue1EhayjKhpdXKjNhLhIy2Ekk\/jWgItlanttoY8KO4hQScjvnmtDpC40Ffw\/UyOoH9rf4\/oI9aciBSRELhGMKK\/M\/CpXpFaTcohdQtSQ+FEIHPAzn5CoSwkx5C2Crd4ainPrUt0qparlCAc2\/wBI5I4wnzz8Ku4ldu0tFF2sy5q5DOZ7gHho2MFaUjnzI45Ncwocnb7QpkoRuKTu4we+MVw5rWNDdTHtcdh5OwFRBwgL88AAfCvm9TTpbS460stoc7htsDP171VdTJryBDcRYG2jcdeQDxio3CdyEk58qNxlBafvVScYlpDDzLnAIOaetuDHNBY72EjB57U+bdJHPeq7DMsKYTbVgYPnSzau1MW3DjvSza\/jSGGZYQx626nxAMng0+BCcEJANCG1hLhOM5NPRIUcYVj5cUgiNBhJpwq79v8Aj1xSyXwDwR39aFIeO7uacNrzSmWGDCaXk\/8AArvxSeBTJC8V2F88UsrDBjkqJOeK+Cu4pHeeK9CuSPhQ4hZi6VJ86+Kkg5BpDd8K98+4qMToqVpx5n51wXccBIrg4B+8K8OPI1E6BdaO7bG8pR8q\/O37fEgL0RFTgkKlII\/Gv0K1ySbC8PpX55fbzbSNCxVgc+0o\/Wr1I\/Z3+Bic\/bpMqQs+xscD+qT5fAV9XkLb7Gx\/3Sf0FfVI7TJYcmOdCt\/05xZUMACrl0pqlOmJ6ZpT4jC0+G8gHkp9R8RVU2vTMuA6Vtyyd3f3aOrhTC1hMvJ9Mf8ArTtR9Heou2fCP5fzlzT9a0VabWf5y1rt1J0GrxpRvaUlPJZ2HxM+mMVnzWt\/c1RqCRdQ2UMq9xlPmEDtmnMvSlzkSHH\/AB0ErOe1NlaSuqeymzVmvomtqHNRla7qtF5xvGIwtE6RaLlGuUcfvIzqXU\/HBrS2nOomlb1BTJavLUN7bl5l5fhqSfMfEZrOx0teQOEIP1rlOm72k8sJOPIKpdnSdUxya2\/hJp6lVVna4\/jLQ6p9UI011iz2OQZDMdRW66nspXbAqsJl3m3E7VBWDxwDXZsV6aT4i4ZCR51or7LXRlnWpN0u8UFrcQAoUTUWadNtgIHvEUbl1LllIJPpGPSPXEGbYodscnCLc4DfgFC1bCtI7FJPfj9KKdTdaRLZp6a3NuYflymlMsslzcfeGM\/DFbAjfZa0G+yhxVji7gO4QAaSlfZG6fyTvdsbCj67eazlSgWbt35TQN2p8Lw9k\/LfRulZWueoGndIQRl68XJiKD\/KlSxuP0Tur9wdJ2KBpvTtvslsYSzDgx0MMoT2CAMCqA6f\/Ze0Ro7qPC1fCtrSH7elYjJ2j3XFDG\/6AnHxrRs2S3CjBKjipvILYU5zD02QmWGDGF9uaYzHhtnGe5quL7cSpSipRyexo1f7kp5XBzzVd6guahK8PdyDyAataerAle+zcY59sK1BG85+FD9SuqXbiylPvrGBQty8JjvDdwU85JrtmW3McYbkLGFO7+\/ZI5NXlTBzK3xmeftgaiaslhtOhoqhuCPFewe6ld6ycgFKQc5xVkfaH1z\/AKadRLhJbILEd5TLfyScf5VWjchHAUKy9TaDbj04\/r8ZaqQhPjHKsnChxXOVE8c\/Gvm32wvCjS6ZDIHAFJ3gxm0xAtOLwcHmvUW95eSEn8KdC4tI+6gH507h6hRHVyylQ9CKEssnaY3jWhThCFJI+YoqzooS+xHb0ohA1bbOPaLejHwqWWW+6SluAeMYyjxyOK4t6Qwo85X8rpVcXG\/FtslHiDkIJxmvLRqS76Xe\/Yeq4DjkQnGFj7vxSavy26fiTkhyFIZfSP5FZNe37Q7FxhqaudtTKjkYVlPvp+INACQcjgxu0EYjPpfrx7SMlmSxLMyyyVDnuWj6EeWK0mjqJB8FC0v\/ALso3Nq9UntWMHNLXTp7IVcbWpc+wPK2vsq5WyPiPh61Z7gfl6EVJtEpbzTIEmMpByfD\/iT\/AMela\/T9UEbBEzNfpPFXd5iRvrrem7xeUyWV7tijn5Zq6vsvWaR7XbZoWQ0AVrQf4k47Vl7UUpyQlLrgWcHua2j0Dhi36Qtt0ZxvQkK+fHan9S1WCQPMSno9JuIz5TQ0y8WZlBS7IaQnZktqGDj0xWRPtNKal6qgSoCdkFTCghHbC8+8cfGrM6idWtK2q6oYmvPNOhrPhhsknnyIrPGvNZL1rexOQ2pqLHR4bCFHkD1PxNK6Jo7K7vGI4x5yet62qyjwQec+UCxWsFNWToAYcGfWq8jDlIqxdBpPiA+hr0Gq7Tzuk+9Lws\/EZPypldmVSJjTKMZWvH0p5aD\/AEZJ+FML1JciSESW0KUW1ZIAzms5AS3EfYdvMNN2O1tNeGloOAjBUo5J\/wB1VvrO0sW26x1R1Fbbmc5Odp9M1KFaghvpLzckJTjJCjtKfpUI1TfkXGazGhkrQySVLxwTTNDValuSeI3X6yqzT7VAzJjppLHgjcPypXULUbwTtA7VFbRfiwjYpXIFKXfUHiNgJXnNXPDbfmYZYbZEbw2BKUUpNMtu1TfHn\/nTuTI8VwrVQyfdWIaQpaFK2HJ2jNaIVm4EpsR3ls2yCoQ0YTxtGKhXVHTkNq2e33icmO2FA+Qx+NKQOq1tcYQ2xJbSpIACAfe7eneq\/wCrdzumrIPs2V+Eo7lLUrGMfCq+l6RrWuBI2\/GbNup0o055zKW1BfIDeo\/ZbNMEpkucKCcUavC3G7MHynCu4PxqARtNItupEOGb4ilOcpJxirB1Mw5+wAGlHdt4NUNSt1dzraMERm2oVoKjlTPrFoHSuu7Mq5Xp9KFt5wAdpBHnQ6fp\/pnYYL7KXW3FgFIUAOaguoL1NtNmTCjyloKhtO1WDz3qBrefeJLrziz8VZzWbbqEQ4C5Mv6XQ22jcbCF9JLIb+lWroVoSlLSl4PlxV2afc0VBiNSWgxtIBOeazcm2TPZ\/afZ1eH\/ADYpVEqYUBn2h3YOyQo4pdOo2HOJd1Oh8UABppmd1M0pbFJMN9sLRwAkAVSfUPUk3U19VKfcJZ7NoHYD1qLxo8h1xOG1KOR5Vp7px0RtOpNHO3a5wAuStolKlc4ptmp3LzA0\/TxS+R3lM9NNBt6unlM5zwY6B3JxmrrjdLul1gQh66vNONj+s5ycfjVJaimztMXV202x5cYxllB2HyzxQV+53SYrdKnPu57hThIq1WyheBK11NtrZ3YE1HqBehUtQYumrcp20tpCj4SScnPFS2zyEGE23bbNhO0bSsHgf5VT\/R924yNJSH4RbW\/DUEpQ590nvVy29F9chpU9Jbj+6NwBA8qs\/uiZDIUYrKh6pGW5qNtEptKOE4A8hUf1KAty3NMkqSl0FeO2BRXqumU1flBmV4zqgkZ74qIyLVd21huRIJJTuyk\/lRCalIygkiu81pydb3my34cc7lqUeaAa9uTFxizZLT6SAwUhI8uKTVa8oAelNoyOStecGhl9hRoljmqbmoeV4RztHauc4Qxyj2hK10bEVPv1rhJHvSJ8Zof6ziRWk\/td6Pj6Ft92s0RtLTaoUZ\/aB3UrufxFUF0gQl3qRpVleNq73BSrPp4ya1P\/AMotKaN\/urbIG1NthJ4Pnk153Stt0tg9Q35CXb+eo1D+uT\/xKe+xs\/EYs+sfGib3nGEBp7P3MZJH1q5hqB54oTFU40cjJSe+Biqf+yEq3p0lqlD0dSpC1t7HPJKMc59av2AzAYdAS2gJ2DaUpA545ra6Sv7FV8BI6g37U598Qt6ZklYUll1alckkHJ+NTfTMe4tOFlDLKH3m1pSp13YGwcZOfl+tRe7zXmXGG29yE7T+8SrG4emKWhSCqM2VKJJURkn5VaIwYoHcJMmY6oOGzKZdUSpJDa923Hxo7BeO5JyMYqGwXCMAGpFBkA7QTjApLjIhj0kyiP5AG6jcKRzgHyqJwXhkc1IIT6EnPbjzqhYsapkgjLwCSe5p628E9zQdD4QgZPFPW3UqAUD3qqwlhTCrbuRyrFOW3eRihIe2p+VOG5IwCDmksscrEQjGe3OlOeQaeocAx8aDQ3P3ij8aeNu5xzSmWOVgRCjaqcNuUObd+NOG1qUOEq\/CklYwGEEuUqlzNM07h8PmcUojP82fkCaURGAx3v7c10lfvHPpTf3cjJOfwr3eQop7cUO2TmL7ueDXpWc96bBznGa6LnPfNCRJzFd\/rX2\/B74pArHrXxX2rsTswNrhQVYnhnmvz1+3o2+nQ0QkgoMlvt8zX6Da1bcNjcWnt5V+fv29VOjQcRCgQPaUH86t18aZ\/gYtedQkydCz7Gxx\/ZJ\/QV9XsJKPY2Mk\/wBUn9BX1GO0zWxkz9CXvsu6VUOIKh8lGmq\/sr6bVwhh1PyWa1YqDHPdsYr4W+L\/ACD8K3F6\/qR+8ZnHpVPoJi\/U\/wBmq2W2MtyCl7eBxlWear6N0lbSVouLxbUDhIHFb31JZIbkRZLY5HpWVesL1vsh9oWfAKTj516HpPV7dZ9mx5mVrNDVQd2OJSl80YxZpIZUsFChlJzXNo0xAlSkocWCnvgHvUZ1vr2FJfabZfUrZ50Ct2rJD8tpi3l9x9xQS2hAJKj6DFep8WsJhyMzJXQ3OfEQHb+MvC9aPtqLSUNtAe6ecfCrS+yleYEGN+xRw624e3zqvtMaQ1ZOtTQvKnELcA\/dAZIB8ia0N0P6QxrAUXFTJS4s5JIrx30g1WnfSmrdk5m90vS3LqFsVcDHaaPtj7QiJUtWBill3WBu8EOpKj5Z8qGTGUtQCkO7cJ8qj+noDmZ10cUpSE\/uGio91HufoOPrXz1agfaM9kbGBCyTWoGRMcmqTgAnb8qBasvu+X7O2rhPGM0ZElNvta3M84qrb3csvLfW7jk81aor3NuiLn2qFEc3WWSlRSQABnBPJqr9Q3dKJxUSAc4+9Usu92bXB3JWcHjIPNUR1K1Oi1PtHxCNyjznFadK4GZRPJkivF8UlCnd4AB5UfIURtN8TdbctEJ0KcLa0JI9SMf51W+m7iNUWeW2pzcQk7cedR7ofq+XD1nc9MzUF1cVSn2EKySrbnii34Iz5xu3IPumeOpEdqBrK5Qms4ZeUhWfNQPJqNgA+8KNa7mSrhrK8zZ0ZTDr815xTahgpys4H4UET7owRxXntR7VrH3mXaxtUZiqMeZ5rpJUORXAThQNKoSO+aVgw90UBJIIHHp6V0lspJJHevEDYrJ7Glic9qIDmCTPktkEKpVtKwrKVEfKvkZUO1LtAjvinqAYskwlatQ3uzOpdhzHW9p8icVceiOvGVNwdTRgps4SXQOfrVR232dWA6gEE85qUxdHwLm3ujObF44Hxpm0Ykqxl5XS1W27wVX\/AErIbkx3E\/v2AcgpI5yKi+jJjGkLz+zJB8SyXZRCQo\/1CzwU1ALTcdXdN5odQp1cRRwpByUKTU5Yl2vWkF9+37UKdG9TX8TTnkRR1jBBEJzkYkQ6p6ed0zeXbY2VeyvKDrJydqkk1sXom0B09ggj+zH6Csya0ae1ToRie+2TcbK4lp4+ZbyEnP5GtSdHm\/D6fwQfNofoKPqB3bGlfSLsZhKK69D\/AN9UJH\/Uf51BYySUjJzU568HOt089mB+tQaMrAr1uh4oX4TxWuOb3+JhSIglaR8aszQrQDiQPWqziOYUlXlmrL0K6CpNTq\/uydF96XPagfATj0qzdGdPo12QmRMbCtwzyKrG1Lywk1d3TzU8FuM2w44lKkgA1gatnRPYmto0qsuxZ2hlXRHTMhG9yAySfPYKHXDoPphDKlN29kKx5JFWUxqS2Bof0lv8RSdwv9uUwT7Qjt61jrq9SD3M3m0GjI5UTJHU3pGLV4ki1tbNuTxxWetcXS66WiKkOwluoQMkp8q2J1e1pZoUJ5C5TYUrIGTWWNXymrxFcaRsfStJHqK9l0uyy2vNk8L1SmuvUFau0ztL6yy584RowKdysdu1TeySJtzZS+5KykjJAHNBIHROU\/enriGCG1KylITgCrX0b0nksrAC3EpyMgGr9L30sXsIxIbT6d0ArBzIZJZuEtwN2q2NJWD\/AFqke8frRy1aH1RcUJauK1qSvg8cYq97BoC1RNqlMBTg81CjVztkOEx7iUjHoMVcPXmI2JKX1AVnc0xL1C0RG0tqeMrduK3MY9OKd3hrfbEJ8McJz86kHXY+Jq2Fj7odPYUBuWPYUbnSB4Z4rI1j+JczHzx8poJxWoEoTWshTtxUyeAg9qjqE80d1cM3x4ihCU+debtBNhnqNMQtKy2kC0s6AR4qU+Js+Gc1XgmwmifBj5+lJJuM9+OmEHVFGcBNSmy9LtS3VCHUNJQhfPIOaKql7DzG26qukcHHxgBm5PKcSG20IBIrQOj+vULS+kRYJAWqWpGxJA4qEW7oXdchb8rC0+8EkACoVqG3yrTe1xJSNq2SAD5EfCrYo2j2hKP1wXHCmTFVhh6z1C5LfkpaLvvryeeTRm4aC0hara86qclx9KDtwrzqAz5MmK41IjvLb3owdppouXLf\/rZDqs+RVSW01rPkNgTQq1lCV4ZMt6y5ulERqPoacpyWYntczah7OMDgDn6VbkBq1txkCVc3XuO4B5qrLMw1b9BWWFNjuLS\/IS4UITkq5zVt2txAiNoiWUKISMFXlWvjCgTyN7brGYespjqK7CRqNwsJUEe6CVefpQ64tWuPDcMiYGFPJ2pJPY0S6lB2RqVwSmUs4UnGB2qF6pkNrbDLs1LjiPuoSOKITSqOKxBc9m3NISYs9chwqO7OcUyuqinTk8g4\/d4rlABxwK8vfu6bn\/4aiw4rb4GMr5cSE6AnqturLJPScGNcoroP+FwH\/Kr3+1lrNrXcO86ijuhbLnszDah5hI5\/PNZ406rF2gj\/APumv1qy+qC0p6XujPKpCP8Aarz+m40Vx9x+U1LaweoVN8PnJV9kpNqR0+1O8vf7eZLaW8Z2+HjnPl3q8oK0hQUQoDgdz2\/SqJ+y0zbo\/TXUNwdmlMkS0J8Ln+rxyqrVi6qtUd0rT4z3ooJHJ+tb3TMDR1Z\/0j5SprudS\/xPzhW+SlpuKUrUnaEAIAVnA9TRKA6PZWif5lf5VFJd2h3F9DkeF4K8lS1lWSr6UcgSMxWQFfxKP51ZceYgVmS6I\/7uQQMUcgP7sEnFRKJI5xRyE+Rgk8UnvGmTCFJOR51IYr+EcVCYclQKcHzqQQZuVbSe4qtckJTJY294jaRu5ojHd90Dvio7GkpCQM80SakFPHrVBllhGhnxNySN1KsOhKQkULbe+NOEPZIANJxGgwvGeSHQknAOCTRBhxC1AMtFf+FJV\/x+FAGJCkuBSVYIOc09FylOJCVyHCPQrNAy5hq2IfbL6P7Ip\/xlKf1xTnflpW95vdjhIWVH8qjjb\/A5xT2O8Mkk+VIZI5XzD6XmUnAWsn0SgD8zXYltnhLKlEeS1\/8ApTBt7B75\/GvEPEuqpRWNBj9yStACg22n6Zr0vlSionnFMJUjalIKvOlEu5z8s0O3iTmPwB4O\/wA\/nXOXAM7SRSKHMxsZ86S8Xk5VnFDtnBo48U+tdpdT5gn5Uy8XJwD2rtDpHAUB867GZOY01q6kWBZ7DNfnz9vac49omKyE+57Sjn61vrXa\/wD3cVhXc+Vfnn9uoOp0lE3FQAkI4PY8mngAaZ\/gYFZ+3WZlhK\/obHb+qT5\/AV9ScNZ9jY\/7tP6Cvq4DjvM5hyZ+3RaJFeFBQMmnDjjYPfFcq8MoJWocDIpQYyyVEjN9l5BZ3pA55NZH+0npdV+YWm3z1JkMBS8Ee6rAPGa0l1GvsS2RH5LjyW0oSSVZxgAVkrW\/U3T98UqPY7om53CQC1HisEqW4vtjGO2fOt3p9zafDqcTF1YFpKmY5bYulzu4tcNlyRKcdLSW0AklWa2n9nf7OKdLwmtS6pjodub6EqSlSchkeg+NGvs6fZja00o6v1THS7dZSi7gjhnJztFXhqW6sWhpFvgpCpDnuISn+H40Nmttf2AZp7QVBYYHzntotEJc5DDTSVFJ5AHAq17TFTAiJOAMCoboSxLjMJmS+XFjcon1ozqDUTcZv2ZhYKzwAKyrSbG2y1Vitd7T293mXMks2m35W\/JcDSE\/E\/5DvUykQ2rXCh2dpQUWgFLUP4leZ+veon07t6fbJGqLpgJYSW45UcDcfvEfIfrTq8a90rbnnJF51Db4o7gOyEggfLNJYbm2r2Ecn3dzec91bcxFtahnHGapZd2cuAlJGMpJCc0e1Z1R0Te21sWnVNtkn7uG3warWLfYVrmuKdfQWlg85zmtPTV4WU7m3NE5epv3D1sLqfFbBVgnms7dbdSuypsZtleG1pIVg9jihOvOsEm1dUZ6kqPsSVeGRnyqGaj1NGvFyLhe3sLIWk7c4z5Ux7kwyA8wFQ8NLT6L6gEVxTD+QHCBg0bnWsaZ6w2TUkEEJnP+C6EDjCgRVf6ScajeDIbV8QrJ\/SrCkPyriqBMBJXFfQ4kn+Eg0aV7kAnGzaZn7qlHcja8vAcUVbpbqvxUajLaAoZ86K9QJDrmsrsZCwpftLmT8zmgbb+3HNec1DgWsPeZoVqSgj1LYPfnFdpAABApJqSFcZpwylJ8+KEMGnFSJ8E5IB86UQQOM16WuBtNelpWCQTTMekH4z4ObThNLIWSrNNCCMcV2hWODz8KlTgyMZhSM\/4Shn14qcacviGVoClEAYzVeMqSMEmpPZUtPlA3DPzp33hicp2mX1YBadRwvZZPhupUMELAOKiuo9FXXQNwTf7CVLighS0J7AelDrFHuFvUiRFcVj4eVW5prUcK8RP2PfGspdTtyqoR9pwY8jcMiQ+Be7fcwh1hADV3SqM+2P4XFJxk\/XFag6Usk6IgNIHPhgH8BWVrzpReitUoZbO63TFhxpX8KVVrPom+w9p7wSQSy6rj+6rCh+pqxqPbRR6H5yqPs9xHpKs6odJL9qnV\/tMM7QGQOR8aBI+zrq9CchQPwxWqi3GVeiDjISKk7ceIWwMJ+denov8ACqUAeU+daq2x7358zMWu9ENVwUb1pBx8KK6XsNxtEgNTWyk5rU9+jxQjGE9qrDUkWGklxO0KChiptt8VeRGaK1g+0z21JIjp+VDr1fbnZip2BJU2eexonBISwjHpUZ1cr3FfM1VqAZ8GaNp4yJG7n1i6gwpIb\/aitpGUkE4NJp67a8UPDXcNwIxyTUN1Q+C402PvJyfkKCF9xv8Aebc7ea2E0tLKCUEx3vtViAxifUm+as1jObiLuzqVvHJSlRqzumvTd6Haoyrktx4KAJ3qzVHO6uiN6xi\/vBkrCcehzWv9OyWzpyM4gg+4DxStTYaFxX5yzpR4nLz65WC02+3bkNIQAPIChulZDa5CgnaRniltTT1Src400r3xgcVHdKMyoMpalOZHBFU6yTS288y7Yo3ArLGlyQg+4nnGBigs9bj3uufnTtqWXXEhSMlXNMLy8tCipKMUlPZ7SjaxPJmZeufuashNpaCiHCcj5VDtRyvZ48dIb+8MH61Ier0xcrWcbcvspXH0qOambadYYS4vGNv405skmOB9lZSutGwLtvAA3JoElFTLqHbFxZTbpSdq+yvWom2klWKzLE9sz0GlfNKyQ6OhxRMFwmoy0woEg1dkLqzpK2xmy2UkpGAn\/wClUw0kwrIR2U5QltPrVqsmtcCVLal1Dbml3XfrrCdQv9nQlBz+FQT\/AL6h+rVft+2x79sHiK+\/xUKbTxU3sSUTdMvxFYUpvJFNBL8GAK1qIKwjo3QT+vIraWZCWvA91RxVj2H7OtlTcI7V5vwaaUoFSipPb0qnNPanvOmVPJtcjw9x5GPOnc\/W+qLm2W5d1cUk\/wAKeBRACC6WuTtbAmjdXxW7VeINk0cwxMaiAJLi1DaPjkVI4kS8rZy9OaZ45AxVUaLxdbBCnO3dyC94gBcCsb8cYqzWWbOiOkv3Fbp+GeaM8CZ+3YdplLdRVphaglPSH\/aNhHIGcmq3us\/29aSYqWccjjk1Zmqlwzqh8R0b0FYGFetCbpI04w2oyY6XZG3ASgHINTNWv7gErxICaR1ErGl5pHpTp9DrTu8sraSslSAoY4zTDUzh\/wBF5hz34oLz9k3wMbSPtB8ZX1g4vED\/APym\/wDOrH6r5HTQEHgyG\/1NVzpYhWo7WhXnLSfyqwurjyv+b1LRGAZiMfLmsHT\/AP195+Pymq4\/vCofD5yXfZsetDfSW9tvIeVMVOTuCTgeFgDj45zVpPaYta24qYwcjb9vOCorz8+Biqu+z63EgdG5t0VL3uOXHauPgYShODuPnzVpe0XWYqL+z3IqMp3JU+AeO4CRya9D00D6nV\/2r8hM7XH9of4n5xB3T0yEtx1pJcQhYSlIOVkHzIFFGkyYjUduSytpRClAKGDjNNJS9XMYDc9a2ynKi0nYkc\/HFJvOzmSwi4LKnthOSvdxmrbKIlSRJTDkYIGaNQ5J8z28qh0KVkjmpBBkp4BUPxqsRtloHcJK4krgYIo7BkYxzyRiofHkpBGFDvRmLJGMbhn50DDcJI4kziyx7qCe1FGJSSO5+FRCFJPCSee3NHIntDw\/dR1q\/wAKTVGxIxWh9qTn5U5bkAEZNB2US8jLeM+RUAfwNP2Y8hRyohPHnk\/pVcrGhoSYeBcxuAHfJ7U8bW0nG+QFf4Ek0HjhppwKce\/DA\/U\/5USamw05Adb9PdH\/APH\/ADoCsMGEkOMqA2B5X+rinTLoCyNpAx50L\/aCMK2KKj2BIP8Ama7jyCckkYI9KUyww2JI23QST5ZPlXzT+FqIPb0oah8DnIySfMV6xJJcWVqyTxxmlFI4WQjKdJ25JpZt45UM9kihb7yhgnt8qUQ\/7yhn+EUO3yhBswul3EXIPOfWuPaQobQhOfOmiHT7Fz6038cbzhQoNkkNCyJ3ho8MNoJ9SK8DqQslad2fQ9qZNTIaWyHEOKcPnmuG30leQ7sHxqNsndOdbOIOnyFYCdw71+fn273CvSMMgjaX0YA+Zreuu3AdO8HIJHNYF+3KsHRkNOf7dH60zH7M\/wADIpbN6TL0MH2Rjk\/1af0r6vog\/ojP\/dp\/SvqAdpTbuZ+vLnUuC46lBlIBJwElQpxN6gRo8cqWrsOa\/PqzdWZWpNStIgznQWzvG5Xc59K0vpfUhvFl8SYNzu3APwreHT6WUOvImWdTaCVMr\/7SHXH2uNJ0xaIyvHlAtlz0B44+NHPsi9AoNmtiNTXmGl65Sj4hcXyUDyA9KE3XR1t1LfWpMqI3lt0EnHoa0xpObAsNhbbb2oDaAPTyoOpolKKlXeP6apd2aztCOqrrB0zbFpbKUFKcDFV7pAM3m6LvNwWFkqygH+EZqBdXepBmT1RGHv3aDzg96idq6ly7dHDcUnceAPWs9KSqe8zQawO+T2E09qLXEGyRRHYcBdWNqEJ5JNNdOQZtxzc7lncvkA+VV90x0vdtQSkai1EpSlL5ZbVnCR61Zuqr\/E0vZnXQoAtoJ+VKZQnsr3hgmw727eUhfW7qEnTWnxZ4MjatYIyFYIz3P\/HpWI9XahkvuSZS5DiluZSCVZP51N+r3UJ293pe97KUngDtVL6gvDfhKcWrAGSKVnbxGn1gOTdpUVZcZkuNrKs5Sog1ynX+qo6k+FfpZSP4VOEiorcbmp94nccZpsiUSrlX51TN5B4MYEyOYVut0mXaU5Omub3nTlSsd6btS3kBKQ4cA9jSCHEqH3j+NdA474+FBvJOczgoHEsnQGtWWnk2+5O7UnASo9hVzKupb07JcjkLyBtUk5+NZSSsggjg1MtOdRbzZ4ire44H46gRhfJGav6XqHhjZZ2ibNOHOVhjq\/pORZ9QouaW90a5sNvoX5Ekc81AVNqRyRVpap6n2\/WGlYFnmQ9siC2Epd+VV4UodB2kVW1S1PYXQ5B5jKi6LhvKMm1kHINOWpBSPOvFxOcpFJlDiOCDiqhr9I4WeRj5uX2yaeMSkHhR4oMM+ddBawe\/auBZZJCtJCGmH0jYoA0jIt7zfvIGR6ihLc11v+KiMW\/ONEBZCh6d6ctytwwizWR2nCCr7igfrTqJLeirBQ4RinTc2zzsB0eCs+Y7V0u1JWd0WQ26Mds808YI9kwDkd5MNK9RXbetLM5IW18auzSt205qVttdvkttvkcoJA5rL\/sUlACSyR8QM0Stk262p1L0RxxtaTxjIqfDzzCW3Hea6vWnzfrGq3SBueZ99lfoR8amvQ+8SYzz9pfBD7jONvbK0f8Apms89Pet0mOpEHUKN6OwcPcVc1t1DAjXW36ssb6XEocCnEhX45\/OmAErtknDSwNQXvX8XVCv2PYnZTIbSQQcevwpyjXPU5pOHdEzuPQA1pDp0LBqi2xr1DaZUH2wVDAJB8wasEabtSke9Ea5+Aq4vWvCUIyZxPPW\/RldQ7WhsZMxFc+oWuFMEyNJz28dyW6icbU92vMzbMjOtAHlK04rd2oNJ2dxko9jawR\/KKz31K0Za4DhmRWUIUhXOB35q1V1VdR7O3EQehfUTv3ZkRtqiY6c+QoRqK2TZrS1MMEjyJOAaNR0JbSnHbHNPL2ptMYBH3QkYpy2GtgRKdq5EznfocmJNUiYypCldieR9DQactDMN1Z8kmp9r1xn9nyFrwVIIUj55qqb9NUi2Pbf5T2+Vei0zm1RMK5RWxkA01bFag1q+vuGl7h+NbD0NNWLW1AW4ThOMHyrKHRWO+9rOQSDtcGe3xrVWn4T0SW2dpCAcGql9bBCG+M1qsADEJLddbddbU2VBWRT21WaQ4pLzZwgeR86MNR4yAtbjYVu7cUVtBhpbUncBgcAms17CBgCTyDgxO228eJvWBwKj+q3vCWsITwBUtUoI3lvGMeVV1rW5FlLxPoealASwlaznAmWOobzkjXaBydpJxTfUviLZaUlsbk7VDjk021VKam66Kw6BtBrzU0ltgtoEohS07R8Ks4GTCs4wJJLjp3QurNNNLnTENyEAZ94ApPpiobf9LaCsttLseS046kZGB3qq9Sy58e6LxIdQFcjCiM0PbkypTgS7IcXk\/xKJqsbhuxiX6NE+wNv4PMMXGUl1hKGxhA7CmbflxXsteNqPSuWz8a7HMtLwsdNEVK9IyEtodaURtJwfrURSrFHdOPgvuMk\/wBYjtTlHMUx4kkidP7\/AHyc4q0x0rZUchRVxmpFE6Ca3mHwmkxw6fJSsAfEmgmjurFy0Yh6J4PjkE4ycfnT689fdW3JtbcQiGpY2hxtfvAVJxFZuPC4lju26zaERaNH3pszXAoKIZG5KV+p+tT+POtyI4SxaVrOPvbf\/Ss19PdR6oumqI4Lhmkry4t87iPrWkmhfVRuFx20j1FdnIlS1ChwTzKO1lNzqlx9TJZQl4bknyFD1an0oxuysFal7iQjJNe6xTcJN+nxkuNreWsjcewqrZKXI0lbLhG5BINQTNROEEmWpdQ2i7tJRHSsuNcNnGOKh2qXc6YkAk8qrhL3qaa6nezpxweq6TefsW+B+UbRzavxHzkMsEn2fUdrdxnY\/u\/KrH6vrH\/N7CwPvykn8jVWWpRN+gD\/ALT\/ACqzOsPuaCtaP5pCT\/5awdO3936gf12E27Uxr6T\/AF3MmfReMiP0Kl3FT7e565FsNcbiBg59ceVWi03cLgmD7FKeiKaRv3NpJVjHA7VU3SlkNdDVLQE+I\/OKeMBX3hipcnVV1tam7fAYD4YSlCnXWStSlefc447V6fp+F0tef9K\/ITF1vN7\/APcfmYfkiEiQY9yuF2kyEYC0gDGfMZzROHZX7qhhy2Nqaa+5tfWSrdn4Com7qjVSt7zy1sJVhKilkIxnt2FeRbzcHOFTnzlW4guHv61aLCJAk7RDhwX1xpt0CXWztWltpSsH58VIILdnbgqnJflOnclISAlGc7vif5arViWtSty1KJPck96l8KSRp5OMZU+2Bn\/9TigbkRqHBk\/sSbM\/GMtxlSQFbSHHx\/vTn8KOxLlY0jaEQkd8EK3qx5ZG1X61ArU\/bIEjw5xVIOE7gGs4X5j73yo25drC8vxE25\/lITw6ltPzwE0ho4c8yax9RW9jaG1Jwn+RkjP5j9Kdf6UoeH3HFAepT\/uP61B2LpFRgtW1nIIwVuLX+WQKeruqpAQnwmWgkHHhNBOfn60hq8wxJa3epClLSiS4hvdwkL4x9KWTOKlDLqlfM5qKx5uEnCk7c+Zp23MBUDu5pBrhZknbkg85HHwp41KyR3qMszSTtz286JR3lq2kJUc9sedJZMQg0kbUntzT+LIwThXp+ooA0iURww7j\/CaexX1NKKXMg8cfWlERitJO1JHmfXzrmM+S84Ck\/Wh6HzjAV5+YUa5iyEmQ4Q528\/8A60G2M3QrIdUMKyAKVS8QVjP8IoTJkH3FBQ748v8AKlkvjcvnsKHZCDQ4mR\/7PSrzzSbzz4SSppCU+uO9Mlvj9mA7j37A0x9sKjyskfOl7OZAaExIJ86XZkDP9Xv+PpQbx8eddomKQfdWR8jXFMwg886mS329HOKjJKncHakDzxX57\/azkagl6HiuXpktgSG9m4YPc1vrW91ZXp7aVYKOVE8AVhf7Zlzhz9FRUxZDbu2Q3naoHHJom9nS2DHkZNB3ahPjM4RNvsrP\/dp\/Svq8iKHsjPb+rT+lfVWB4imHJndpnyrROZulvc2OtkKHx+FaL6TdRdSalkNW20RFLWSEuBXZPrg1mGFI3MNEkZKRW1\/sZWezvWZFwfCPFK1dxz3ra0NxVcqeMZxKuuq7A984liStP3K1Rm5cpv8AeqwtR9DSt21VIbtAaD5ThPPNWrriNbzZ3HiEgIT7v4VnPVM1SYym2xjf+VRbYL8Mwk0J4YKyAXya9PuDi1LJGT51YXSDQSbzcG7ldGz4KFAtoI+8fU1E7LZhKlBx9PuA7lVeegMRY4fSAlI4SPgKRY3s8R6r6y2BJh6ftnASgpRx8Kzl1u6pj9jXfw5GA20Eg55KlLCRipN1U18YENxgPHeoFOAao5hhu\/Wq8XC6MtyWGvCJQ6MglS\/\/AOJpddPGT3MNrMnA8pRV71E9PkKkuLJz61Crzc3pSigq4FXVqXpvYpUN+Za31xnEMlxLYI2qOeeD8M8AntVUXvR1wgyC2w4iQhTYdStP8ST6Zqlfp7UHrHparGRJXqQc14pOKcSWXGDscQUqzyCKbk+RrKYYPMuKc9p0h1SeDThDmcDNNcCukqIUOaAMVhlQY+ByMZpRtRBFNkKJ86XSSCOKMcwMYj1haQShX8QpZgkK280ySshQVjntTgOgkHHIrsyMZhFtxPal0pbcGFDvQ5DoyMU5bdChXb8SdmYuuA05yg80gq2vjJQnNKJeUDwaXRIWk8Kx8KkWr5zjWRBrkSQ3yptX4UipKweUmjwkKPcV0VtqyS0nPyohsaAQwkf3ODsoiu2pcls5QtQI5zRxSGdv\/R0H6VykRh96MgUa1DyMguY0j6iubPAeUfnRmFrCanAcaQv5imiHIXGYyM05bci8FERFWEVh2MWWHmJIrbqW0SnAifB8Mn+JPlVm6TuMi37HrXO8ZhXJaUap1h5vO7wkj6UQZvcqKpJivKQR\/KaftJ7yA4E\/RL7LvVGfFmTrWhtbjPgCQpoHlCknBIB7jBGcelXsftPdP2XFxZN5YZebJSttxRSpJHcEGvzC6Xdbb7onUMO9NZcXHVg\/30HhST8CKsvqxq3SnUi9s6w0m0tlyXGR7dHWjBQ+ngkEcHI86PT6avU37LRgEd\/fK+ttu09Pi0Hz5H6ibkvH2kdBPxiti9RlnHYLqmNXdWoOq5Ps1tdC2yrJUPOslMqIUEkmrC0ITuHPatb+zadLynMw16jfq+LJdsWR4zQVnyoPf7\/KhMqR4SXUeQPBFPbar+jj5UhDhQ7lqaDEnYU0pzJSeysAkCjXauWYcCVWVrDtHcyp77adX6iSqY1YpZhoJUC20dvz9TUJusdlq2SfaEEKQCkpIwQa3AUNpRsRhKQOABgCslfbIehaZegXOChtpdwQpD7aRjJTj3vzp\/TOtq9wR0wPdJ1\/Qmoq8VG3H0+MGdE9JR0XBFxCffUefhzWnWbAgwi6hPJ5HFZY6Ga2D0AOuII3JBB+Vai01quHcIzLCHBuUMEVp9Qu8bFi9ojS1rWoQz1qJJQcuoJSmhc0yWZTJYUcLXyPhU4mJbVDUkAZI71F5CUsvpWse6Kza8Md0bqKgFxCsdw+zblDuKrPqGthMV9ZUAQD+lWlKlRDafERge4TWdOrOpW2YUwhz7raj386OhDY+R5Sk9ZXHMzjKkiTryQG\/eCOO\/HevddOqZlx1KAG0pPzFRzRslc\/U0qStSiVr+fnRvXgT7e1vcOE4oVO5Cw9Y21QtoU+g+Umj3S7SV4sca9zriG3CkK+8MD4VGNU6c0JZbaXYMptb6QcAeZqudSakuDikwmJryGU\/wAIWQDQP2qS9w6+tf8AiVmlteu7AEt6fQWlAzPx6R2494jilA5HlSjaqZJJ\/OnLZORQpNBlAGI7Sqn9pk+BPZX5FW0\/WhiCTSiSQQQec04Z8pXZc8SRPacvVynOfs22vyArnKE5FKnp5rbw9409LV\/dSMq\/AVMOnnV63aWtpjXKD4rqTwoIzmpDI+0u4xIS7aLSBuISrxU8Y9eKIgSmXuBwqwHo3TD+n7jb2J91RBlOqK1tZG7t2NXgWbeGMvXtxWBwlK6qJm72i8a\/i3a62lx52Wne24nlIPwx2\/8AWrjE+2oiqDVlUpW3722j2HHEqWOScnvKFuCmTqeX7O4XEBaiFE81BNbNR2LvuYUDvQFKAPY1Kr7cnWdQy5LNuJJdWC2OMCobe7xaLgt5ZtrjckjGd3ANIdSJr1YKgQSHD6011M7\/AO76h\/fzXQUQcg011Ms\/sIjPG6kajI07n3GWdOMXIPeJEbOf\/b8H\/ETVi9ZHCNJWlkKyPGz\/AOWq3sxJ1DD57LNWD1mcSNP2hoD+0PPr7orz2nb+7tR\/XpN25f2+n4fzk76axnUdE4qi21skzwkKC\/f+\/wA5Hl51KbnfblaUeFB1NFW3uCUssAFSU48zjvUV6axSno\/bXgwWfGnblPJOSpKTzx8Oadt6tjtPFcOwW9IKshS2yo48jya9fpBt01Y\/2r8hPO6o\/tD\/ABPzMUcu86eVKlzHnd5BO5WdxHankR4pOFEgg45pqrWV1eiGGBEZaUQohuOhJz8+9JtTnn3S+85uWs5Uo4GTTsZid0kkWR75OCRU0hS0MafjuPM+Kn2hOUkkZH73zFVwxLwoEuDHnzUwMpKdNQyVqwXQTjzwF\/76naTGBhJhZ5aLgSxBtEBtYGB4qlKUc\/ygnkjFSGNp6UlIW7MbQAPJtz73pykUKs6bOYcaZbYCA66DtKQN5wBkAZVnPPFFY0htyetllptIQje4g4y2cgpz+7HJHGPrmheuGtmO0dxbfFWUBU9ThJ5wGxx\/rLz+VGYNniKXyH3c8ApzjI\/wpNDluxExyhdy9kcSpKiW3k7jgH1c9T5DyoLJlSmyEu3VEnOfuulRHzzx+BpBQxobMnTbNrioQPZllSj91SyMfA7in9KWYkQQoHwYjaVK2nKkEj491H8qrxqWpSclR5POadtTCcAqz8OaA0kyQZZMe7wY68IeYbz3KR2Pr7qBSitQnKUsOFwH7xJUCPzqvmpasjz55+VP48wJxhRHwzS2phAycNXh1ZzhAB9ED\/MU6gyQoKIV3Kf9oVD2J2OAc0Wtkoqyc4wUfX3hSHqxCDYk0bfbCQpR5we+3v8AjScR9IddJcTwf5v0wKHx5eEggozgn+Hn8jXlqkqU88pQVye3vf5CleHDDQtMmblNpGQB5knFOA+Nzh3eQoLcH+Ws5T73x\/zpUSPfd57CoKQg0ee1rwE+KSAe1epkgHgmgwk8k55zXYk5Peh2GTuhkSif4q+9rKeN1CxJwM5rxUnd\/EQa7ZJ3Cc6tQm42Z2KpRCXBg4rEn2vNPwLHo6IiItZUqQgnJ78mti6tlymbK67FSVuIGQPWsV\/asvN0u2kIZucH2cpkI2kZwoZPrS9QpGlsx2wY\/SkfWE+Mo2Kkeys8\/wBmn9K+r2L\/ANFZ4H9Wnz+FfVmBuJDA5MAwFFcNtYPYYq4ei\/WmX09ktRHSvwCrAIPbJqtumNkjaivq7JOdLbec5Hcc4q7VfZ6hxn2pTEtxxlKgvnzrX6TRqLaRdVj0OfdF9TuoWw02g+vE0enrZF1ZaG22CoJWkFZPAqN3abElJ3BScD41XyIirLEMdHuhIATQ2TeX2kHc6cfOrNtRBwZXqcKvEnTV3bTJbhRyMrVVtwrmiyaf9ocOCEcc1QXTRDl3vxmSBlmOM8+tTnqJqbwYDdvYWN6xjA8hSNmTiP3nbukL1hqGRfrssrWShKj3NGtLhlekrvEKk73n2CfVIAXg4+aiQfhUHZyVlRO4n9asydalWTRSoDQCJbzJkKWAQrxdgUlJ4J7BOMZHPBFMbAwItJXjznjxW3I5CXSnxEDHZQ4KefLunOT27VW+pXYraNniFyI6VKYUHPfjr8wfhmrHYfakrWphCEiSPamSfd3hfCwMkqJCxk5PGTVT9RUrt9+hyI6FESXAXGlD3FK7ZA44INJ1BxXujEGXxITdpIfO17ataDhLiT94fGhKjkHAINOrspJnultrwhuIKMdjTIr97BNebubLGala+yMTsg4rkd67SoKFfY2nikmNB9Z20rFOG1kHJpr2yRSiFHiohEAx6DnsaUCwQCM5pslX6UtExuKTzk5rgc8QSMcx0hWfnS7ayBz50kGlAgkd+1dNtOKHIPFEa8yA4EcIV+dLJURyKbp93gntSqD5jz4oDWYYcRdKsDOaVQsgU2zilAs9uKgIRJ3iOmnwg5I4p6y\/Cewl5O34gUGJUjgk0oHVcEGmpa6QSiPJA3Z4MgFTEpIP96ulWKW0n93tWPgaAJfWed2PrThu5zGsbHlcfGrK6r1EQ2n9DDMaE8leyQgpHyqS2qy214DxSM1C29STkcLcCseoopA1kloj2hgfQ076wG7QPC2nmWNF0rAwFN4NSvT+nRH\/AHjCykeY8jVe2XWlrUQVPqbB7g1ZOldW2NQDLs9vHkSa4O2cgxm1SMGPbrZ0hAlx0nII3pFSXQwKVJzSrLduntZiy2lbh93cOaW01FVFmrYIHBz9K3KNUbk2t5TA1ejWizenYy0bcv8AcD5VH9QzZUOSiVCWUyG1hbZHfcO1G4BIYGfSg855lF0ZU\/jbuwM+R8quUgE8zGvyoJEPROqNyEA\/tSzgSwPutvYSo\/hxWMvtN6wv+r9T4vUb2UsgNx2AcpSjPceufWtVP2q4SQt9q3vqaHJWEEis89ctPs3XUNnjITmSFnenHIRnjP1FNr0FW1jQvtGKTqWod0FzZUf0PjJx0P0S0zo5h9TfvIQCePhVh6Mjuxr4psPqAQsEDNF+menxbtGIbUkj90B+VR1Vz\/ZuoyU8JUMfWgVnO6seUvOF4aXI7eEMMFT5G0Dvmg0q+WyZb3ltuoUtOQADzmohrnUK4+kTOaJKkoKjj4VW\/SjUj9+kOGU4oNuqKgFfP\/0pNCEKWPlIc5O31lozNZqh2h9hwYUlJA\/Csq9b9VKRDeLcghSgcjNXD1i1PBsCChl5O1afWsV9UdWybq8\/l0lCjgDPFaH1uvTaZ7sckGDTo21WoSods8\/CSbpAt194vlIWVHOT86kfUd5bcncWwnAqP9GUxGI7b0yWlpIA70\/6rT7euRthTA7n0PnStKn7IpPfETqV39QKjtmVnKWp6StZ9a6b71ylsk5Pmc04bZNISjJzN9iFGJ0kYNOGwa8Q1S6GSKtpQZVdxPEA0qBgV6lv4V2G8U9aZXLAxP6Vxz6GnO01yUHzrjRIDCWv0sl3mXdICrelqQhCNq0r+8kfCr\/fa1IqCT4UdKAk+fP61j7TWpbvpS4JuNofCHEggpUMpI+VSyV126iyGyyLm02hQxhDf+80woeJnvpmLEr2nVzfTHv85y4vIbWHF5POCc9qiWrbrYLghtNshBp9Kv3ix2VRBXs10SJF4U+645laijHJPrXTdt0shJH7LmOK9StIFE2nYjEbVeqfe8pCh3xTPVQ2WNBPmasf2fTnhFtvT6wSPvF4ZFQTqO21HgtNMN7EZztKtxFUOpUGrR2MfSX9FqFu1SKPWQKx\/wD39G+Yqc9ZXUm32hgd0bifwFQfT43X+N8xUw6wLBTbEgjO1WR9BXjKT\/dt594\/Semu56hUPd\/OWZpFhLPRmwquDMnwJEhakeAvKlgZzgeQzQaa\/b3JGbW2+0ztA2ur3Kz5nipDpeJcLd0s0q4lpxtM5xeF7sgowQSB5Ad6DXGFZIzSTAu65bxOVDwdiUjz5J5r6Pp9L+zV4\/0j5CeM1NudTZ8T841bd2eZNP40ojASg0NQPMqFOWfL3zT10srO5XsYbjSsr\/qxUylSFJ07beUglaj3HHH\/AK1XreN2SpR+VTQsNSrRbmUT4jK2RuV40hLZwpCcEAjJ7HtTfqkFNSRwZKLlPuVvt8K3yJ0NPgcJRGdPiJBSDlRHHOaSjzs7svEk+eSc0HTEakuB6dqmCtw91qeecUfqEHOKKR4toaSo\/twPevgw3lY\/8W2gbSkR6akMcQtEmJwPf7fCiTUz0X+YoCwq0owUvzlj1ERtP+05\/lROPMtKckiYryHvtI\/yVVdtMfSWluzDDUxJSCpR5P8ANTtmUCRwT6edC2rjaWxhMWQo5\/im4H4JbFO2rxEAGy1xj8VuvL\/+YUs0H0hi0QozLUeyD+FP2Jak4zgn0OKBIvDR+7Cij5MqV\/tE0\/YvLoSkoajg+WIrfHy4oGoPpDWwesOsTFKON4z6ZzRq0PE\/fJxubHY\/zVGGNR3BCcIluIA\/lKUfoKfQr7LlSmEypj7jYcBPiPkgf5VXfTnHaNDgyw4bqlsJ2KIGD\/Pz+ApC2PuKkSg4VKKVAAlJ7fU0Fbvb6WwyiPA4G0KVK3cfIK\/yryHJeZccdEq3BTh3EYK8flVbwTC3yR3R9KW2yTg7gOyR\/nXQk\/vHuSM1HnH0SH0vyLjHBGOG2SBx9KdC4NFTqvaEt7zhBWOCR8KWaYQeL+1cn3vOuxJWT7oJ+QpJuYQARMi5\/us8\/pS6ZrxPExZH9xnH+VD4WJOYu2t5Qyltf4UqlEokHwV\/hSKZEonBemq+ATilMSVc+FMX81YqPChBo0vin2IJcew2kckq7Vj77ZUyNL0vAMd1DgElHKFA+tax1dBXNs7sZxp5tKxgkrzWKftSabj6c09CYZkLd3vpJ3eXeqWuUDTWfAy3ojm9PjKgiqIjMjB\/q0+fwr6uYxV7M17x+4n9K+rFBhMBkwRpy+\/6MavbuCwS0HcOAfyk1vDS+ptPah0zHcjOb1KbHl2NfnveRicpXkrBrQP2eNeMiKmzzXQFIykZPp2rV+jmq\/aLNC545Zfj5iR1rTZrTVKPQH9DLP1k+w1LLTXYcmoDcZZeXtT60c1XO8a4vbFZA7UBiRy\/JRu7A5rU1BzYRKNQwglg6Lfbsls5wFr99R86EXu6u3SauQtRIzhOfSh8i5EDwGzjjFJq91AJ+dKCgRm7PEK6ehuT7tFjNp3KU6PdzjIHP+VWbqTxX7A\/NXuccVJdwEEZCN21JIHltQ32HI8+ahXTFpTt9clNhRMNrxBg+ZUOMZ+f4VZt0ZRGskhMhpK22WwoJSO2EgJ8uOAD2Tznmkk+2I5RhMygYy2I0yRH9wxox9oZSdqCph04UnCck7VH7u7yqL9Xret+2InIbxIgOJUXBwoJzg\/Lnn5EVNXFsCR46Up8FlxScJOxJYcO1aQBlSglXOScUB1qtDembkw4AHIzfhL3JwCR91QT3O5IAyfhQ2IGrZT6GcDhw0oKU+t15by1bitRJPrSW4GunCFqUcY3HPHak8YNeSbvNte07BPlSgVyM0klXwrrcM4oZMWAB867SPKkkqFKJUPI0WYMWSaUQpSVBQ8qRSea6SrGPjQmSOYaiPoeGFdxT1KBtJHao824ULCgcUftUpt9QacUBk4yTTa3zwYt0xzOC0Qrkd66SlQPbgUVmW5bBB2AjuCPOk0xTt3qAAIqwU55icweoEjgV6CfPtTzw0AHI5rnw2lHkUO0QgTGu\/cAFV9uz2ApwmO3nnFKeztZqNmZO4xoklR47V0EqIAFL7GkHyNd5bABAFdsAnbzG4ZURzXYZA70qHN54FdBPrxTVQHtAZj5xRlJCeTSyJT7CssuqTz5Gm\/iYISOKVabK+4zk1YAHaLLHPEN27Wd9t6wpie8kJ8s1M7B1kvsR9LjrviEYGTVetWp98+6n8qcNWWU33GKYg28iCzbuCMzTuj+v0SQER7mgJ3cZzVk2mZZNUXaCpUtsRXHQV5VgeoBPl2rErMSQyoFKyFCrB0HqO8QpAYW6pTahgg9jVhNW1fBP4ypb0+q4ZUc\/lN\/tz3Y7YYb2BCRhIwO1Zs672GCnXlov0ZCA7MBaeQkY5SR72PkabQftEK0Xa3YWo4UmWhoZivNkbtuPuKJ9D2PpUU0rr1\/q9qdd7kMoZYjKLcdkK3bE+pPmTV3o4sp1G7PHzlbqApegIV9rj8JpzTCmTpxhgYypAGPpUSvOitzy5vorIx6V5arlKjS2oTe7YnAqw5jbZtgU4BlSa0rD4D5HnMwe2MHyld6rtDJ0x7Iobsp5Hwqv7Vptem7amVGaKSFE8fy96teUWZ8c5UFJCSjGfOlnoEKTp50KaACEEcihH2Yx6mQfaMyP1Vdd1E4UOPEKZ3DBPf\/AIzWXdeRFw3NhVxu5rUXUt+FBvDzYSkpVkd+xzWeOpUVDsVbyQNwUFYHqTQdb0rDQswHlLfRtQF1ir6xLTH7QftbaI61J93yNFv2Fc5By6pSvieaH6PnOwYDYU15edSA6vbb9whINWOn+B9XQ2NziFrW1C6hxSo7xBnS01WPcP4U+Y0fPc5CTx34pSLq958bGEg0Tj3i8nhtrG4Y71oqdN3Bmc9mszhhEI+hbg4Nw5+op4jQEz+JYHzUKctXHUiUHZsA7\/eFCbhrO5QnFNSHve9AaPxaF7kReNQ5xz+UeSNHtQEhUyYlIV2AOTSabJZB9+4K\/wDDQR7Wi5pAeUF44GTRO3NzrmgLjiOlJ495Vcup0x7MJzU6kHnMeC1abSPemuk+gbr32HSiU5UuSr\/Upx\/o1ekpCvaICQfVf\/pTF+3XRhRBnQRj+\/UnU6cec4abUeY\/OLeBpJHaPMV9K7T\/AKLAgJtEpRyByaidwv0uG8pkvNrKfNHamP8ApZMJ4KqS3UNIvBb8o1dDqGGR85MLrd4kWWpiLa0pbSBgFRJpoNRlPa2x\/qCaBNXBFydLr8tlnOMlZpw41BQMi+RSfgk0P9oU+TcRi6Hj2l5hYakkD7kGGP8A9LP61EOotzkT4rXjIaSE9ghAT+lFPGjJH\/3oyceiDUS1hcWHC3FS7vWRuyBgYrO6vr6X0bop5Mv9O0hXUqQO0CaZG7UUcnyP+6pJ1ZcC5UFKTnCFf5VHdLDOoGSB2ot1NfLk+IlXdKFf5V41OOmW+9h8xPROM9Rr+H6GWxYdTuXXpnZLNEQt5y3pU1gJzsSoc4wKasWW5uf1drlq9P3Sv91SLpPbLeNJQ3mS3FUpI3rXKKCogc+6Oam7MG3FtDjs+OVOubdpdeWUj1PNfatLpf2evd3wPlPnWq1WzUWBB5nv7jiVtH0pqF7luxTDx3LRH60RY0TqQgE2sNjP9o4hH6qFWMLfZWJDjIVCdSjb+9EVxaVZBJxlJ7YxTpCrY1bg+yGUysEpZTaOxzxlRAp3gBe0R4+\/v85XKNG3ZJBdlWlk+jlyYH5bjXdzhSRLbjsrTILLTTalRyVoyEjOCBVlP3KIyWUxpclW9ag8pLDcfYjBwQC6MnODT9i+adDn7+RcEoKMJSu6Rs7+cE7lnA7fhUEEeUgqH90qyLZ767t8K3Tl5GRtjuH9BRaLpXVDmT+xLlyM5MRwD8VVPYOptOsvOruL0dbRXlpPt8cnbtHBIQo53ZOfkK8\/000czjeI7it5JKZr6PdznH7tnvjjP\/0oHL+SQVprHLPiRePpC\/AJ8SEWyD\/aOst+f95YojH0xdMAuKi5x5TmFfklRp7F1xYobBQVx5LpcWvxFPTVjYVEhO0gDgYGfQVzC6hW2E0llLUKTtyN70FbyuTnne6M47D4Uhq7j+7+UcltCY9r84qzpu6bMFKc55wXV\/7KDT1jTc4KHivxUJ\/7TxU\/qgVDmZFkIPi3q4qBOf8AoqUj83TTxt\/S6Mf\/AHo6e\/BbRn\/apb6dv6EampU\/+5NGbBCbV\/Sb5Ab\/AMKkK\/2nE0QZt+nGgN+otx\/uMNY\/J01C2J2mx921XFXGcqmIH6NU8au9m25RaFgA\/wAcpR\/RIqu+nbzz+UtV3AyXNJ02hRSm5uq+WB+iFU8jPabQRulO4+Dqif8A9oVChqK1t\/8A5dCQP77rh\/8AmFLp1pZWAN7dnQf7zh\/zXVZqPUn8pZW2T5Fx0kjG4Sln4BR\/+ZNOGr7pZHut25xfpuSTn8XKrw9TLEz\/APj9Pt\/MtE\/mTSg6v2NvtqCyII49xDJ\/QUlqV8z+cYLP6xLFRqK0BX7myJP+oP8A1pzPvjkdtosMMNJVyAWUkj8qrD\/notBVtRqiMceTTef0TXknqtp6ZHbWqfKfcSSVFER1XH0TSGpQHkj+MMWSyW9RXFXIeSB\/dQkf5Usm\/wBxUTiY4MehxVVo6m2sNgsW+7vDy2W905\/8tdp6nIyS3pTULmPSAsfqKA1Vj0hb5aibzNV96Y8f9YivVXB9SuZCz81GqtR1LuLv9Voi+n\/EwB+pr53qVfmxkaFuYA\/mKB\/nQGtPUTt5k71Je0QIiVSN60qV2B71kr7W2omrhCt0RuOtA8QKyrHlmrgvWq7lq2MqHJgSLOps5Sta0qzz6A1nH7REUsohFdyXJUFdikADvWf1iulenWOD7fp5Y+MudOssOsRcez6+\/wCEg8d3+jte8PuJ\/Svq8jZ9na5\/gT5fCvq8qJeYcniR+7MpeQH0HJDKVnHzxSmj709ZbyzIbXtCiAaWhR\/ammWgMl+M42PmBkfmKj24oVkdwc1m6h209yalOD\/X85tVot1bUNyP6\/lNLxbibrHRMUclYGaIMkR2FOqOCe1QXpvdEzrY22peSkedSq8zkMMbEq8u1eyqtFtYt9Z5p08NivpHFvWZUkrJyBRSWtLTYzQvTKQtAWe55pa\/yUt+6FfCnZ9nMWO8tPog1vYus0hWFONNJweCRkkEZ58vI0b6r3Rmy2X9iBlRlCN7XtAPG4nGQBhKcnnhPGa56IwkNaQS84oJVLkreKT2UkAJ\/wAj5H6UF6vXBy8ammuD3I7bPsbK+6RsbQskc\/ewV4AxkgZqsvLy2wwuJUYvTykuupfU4T7ruDtLysY8MH+UDjuewNR3UV6fat0iOp1pDpYUyWynJcR2AV6LTUztGlpDUJSktIaLCShCVDOwnGVK9SdycDkgK+FQK8WyYXUtMQVeEtzwXFSDg784KV+h9DQ3Btnxi1I3cyqgo\/Kvs80tPiLhzn4ywkKacUkgHIHNIDg15Mgg4M3hgjInVdVzXQOaiRO0n40okA4yaSSa7Bru0mLDA7GvQRuTyKSSSCfSvRxihJM7EcKUPKloz+xXoR2NNkAkZNdZwPrQZI5hYzxJlZ72FBMeWdyTwCfKnco4cUpP9WrsahTEsNqAJ+tHYdy3ICVK3CrSX5GDFNVg5EIuJUtO5IPFNtis8Hmj1veguxilWArFDZCW0PK2gYp5AwCYjBzGBcWBzXCpKgQOaIBthQwcV6q3NOcpIFSEB7GRuPnBJeJyMnmvg8QMFVEHLQofdAOaau2x9AyEE1BrMjfPWpKQclWKdpkNrHChQoxJY\/slfhXiW5aD\/VLx8qNSVkHmFjtCgQRTyM+lJANCWjIPBaVn5Uu0iUo5DSqapgEYkvts9tKgFY+tGfamVjae5qDsCUCP3asiijS5igCE4x6mnA5g5khCmlOADFSqyNpbAcSjt54qBRS\/vSpakj61YmmpduVH8OTIQFEetCRGoQY+useNdYa4spsKQsEfKh\/Sq2XHRUyW2hsuMLXuQoc8VIkW5iSg+A+hefIKorp9pdolkSmPFjODCvMj41e0GpWi0F+0ra7TG+s7O8uXp4+bxNEh1sYCR+NTnWbi27cERycgDIFRTpxMsTUZPs0hCVq7pPBFTeU0zOc2qUCkitG+1TfuXsJ55UZRtbvKysPtwuCoToIRv3\/jUuv6hbrG82E8qQaVkWyNFujb7QTkjB59KS1dIbcthTgEqBBqwbfGsUgcQMbQZibqfKbfvUlG3lK8H1qgtf3JKHfZW1cqUCR8K2HqLp5DukqZMwQtQUqsZdWbU5Z9WPRVqOMZT+NX\/pjrq6+mKtI5yAY76M1b9WRYPUiIxrrL8BKGgMAY4FcqE51W5SFc+gr3SrHiBJc5Hfmpq1HjhAHhJryGkR9VWGJm7q9SmksKquZFIzlyj4LSVg\/Kn6LvfxgpedHyFSH2NxxBWzCUpI7qSgkUwfUW8jaE4+FX\/qzIPvGUhqxafuCMP2vqQjBlv4+dNHhcZCt7+9ZPmo09VIdB4IFKtmSpBcEZ1Q\/mGcCkhdxwSY3xCOQBGDEWQASWzThKbkk7WlPJ+AURSLsiQCcKI57U8082\/cbmhp5wltHvqGcZA8qh2CezDwze1xPBGvDoyrxz81k1yq2XMnllZ+ZqznFsfs4tfsMBG3BOVbfnVUamcl2+4OxmJC0tkbkDPYHypbWqq5hrUxbEdJstyWRtYP418uw3RAJXFUB6k0Ksl0lrdS0qY4VA+tSHU895q1JPiq3qAHfvQrcroX9JDI6WeHGTVjuaxuSwFA+hFOo2m7zIX4ceEtxX8qTk0\/0xYZZsftLq3CSndkqNTroRHU7qx5TpKwhPAVyKj6wFTdiH4RZwuYJ6d9DepfUzVUHR+ldPOP3CesobDyw22nAySpR4AABqE9X+ler+netrhpTUkFDdxs7qospDTqXEpcHopPBFfoNoQmBGu9zjnwXo0ZRbcQdqknB5BHIrAWsrlJuOqbpNkyXn3HpTi1rcWVKUd3ckkkn61WOp+tqa2GB+caajonDqc5kO0xbZke8JkPsKQgDGVfSiWsbNc71MYegx\/ESElJIPY05QpQGU9xSDcm4B3LaVkA8YzTK6KvANDZwTmB9Yte8agYyBiTPTd51BbbXFghmalbbYQdhA7Cjf7a1SsJ\/czxu7ZkgD9ag0abdU42tunjttNLtT79uDSESD8NijXrk+kWqVAobt7hMSzp9TuXKjJ5k1SrUskkqYJ9fEmpz+ZpVi06jfVt9khJUEhe5yYMY+gNQsS7+UkJiyPe5JDas8fSvf2xeW0FLshbXce9xn8an\/AOQ6o93P8F\/lB\/s+r\/T85N0269B0NGRZG1eqpKjj4cJotH0zeHApR1FYEJSDyC8rt9BVWuz5azu9uAGMEl0cYOa9b1ItKwXLrHwMg5eHI8vOlt1\/Ung2H8pI6bUf3My22NHXJ5IWjWNoSCSk7IjqsY8+VAef5V8rS7gCgOoMDcBwEW9WTzjPLlVWdVhtsIbvEcY\/iD3n9DTc61bSf3l7YyAQSlzJx6A0lutWedx\/\/oj9YwdMrPaofwlvDSiSnevqArg+8pu3N\/5qNQ7qLqCDom1Jdgawn3C4ylYjxyyyhISO614T28hg8moa9ruItJBvLYB591Ss\/pUE1RPXebsuWqch1CUhCFFR7D4Vk9S67alJ8G0ljx94n8e80dD0ql7PtKgAP9o\/lDrvWLWjo924eGfJQ7irx6cXvQurbIzcJt11CZYymVHVddiUrA5xtSOD3GT2+VZhVapYiiYQgMKVtDmeCfSi+kr0dOXAuvPZYeQULCOTnyIHwNZHT+s6tbgNU5Kn1J4980tX03TGrOnQBh6Dv7prlm39K96USot0dJSSQby+oAfHCxiu0ReiysGRZGzjGA\/cJCgoefHid6zi9rvYA6hx9CByAlAGfrnNMl6\/gpVjY+rcMdsfnnNb79R0y8s0yF0t5+6hmnUs9DmyQvRVrcBVxkrX2+JUTTtNy6MxkbmtAaeSRwQqGgk\/IHvVSxOk3U6R0af67Q7fGd0zE3F3EtPtKUb9il+GR90K7nOec4qp3NfPICZXsrxSpRCVbh3HcfOlN1TS1nDNGrotS43KvBms0at6fx5AEPSNjaQRg7YDQ2n8K9V1K0\/DBRHtluQFnhSI6B+grJT\/AFQkuOJWYq1KR2PiD\/dXK+qM9R3GCn\/\/AGY\/QUI61ol\/e+f8p39m6s9l\/MTXI6uW0BSWERkrHAKG05NJt9ZyGnW23CCBnBAFZEV1KuCiVNwUIJ8ws1aGhdITtbWC+32VdVREWlqO5tCd3iKdXt2\/DABNHV1fTXHFZz+EXZodRSMuMS3B1tkLKty9u0cHdxQ6X10cTlJcXz5g5FV1\/oKAgbr04B8Ef+tJuaHiJ\/rLs8sf4R\/vq4dQPSU+fWTaR13k7CQXCSMZCuTUPu\/WO7POqKHl7SexNMzo214wqU+o\/SvU6GsaiStb5+ZFLbUMfuw12\/vZgx7qVdn1FS5SxnyBqH65u8rUAis7lOr3AADmp+9o\/TzHZDp+a6+gWzT8CS3IRBQ640cp8Q55qpqjZqajUx4MfRbVRYLFByJGI2i76YzR9lXyhP6V9Vvo6hSkIShNuhYSAB7lfVT+rCO+sgzNun5Qafty1DhqSEq+ROP86FXuIqBdpcRQx4bqgPlnivYbpTHcAByhQWD8qPdRIoTd2bi2Pcmx23s+RJSM1g2DxtFu81x+fH6Cb6nwtUB\/qB\/Ln9THnTa7qiSlsKWcYyBUuvV0W6+EBRx86qizS1Q5yFpVjJxU9ae9qcbWTkkCtHpmoLUBPSUOoU7bd3rJzY7yIzOVE9qRnXYS5SUBfc0MSfAi5zzimdvCnZfiDyOa2PFbaFmdsGZrLpjdYyNLwY7bgUlCFJWnOQfeJIx68\/ymhLzTL63pk9YDhkhYWTnGWkNJRnuBvcP8WMIIx5VX3Ty+SP2fMsqFpWr76ErBKcEYOeCMZx5ds80H6na3kR2jEjuMBEgbwSrcVe8D4jYyRwpPckk9+2KbkKu8w85O2TnUOqbRBiuxYrsdkOCXEQcD3SgISjO0HBIRnPB5qjtVa+juNyVQ0MqMtID7SkEFDvmsEmo9etWXiaytD1zC0PkLWhPDalY+9jyV61E5Lrjqj4qiT3yazNV1AgbUlmnShjlpwXC4tbhVlSlEk18OSc0kO+PWlQRisOaeMT0ZNdDIOK8BGa6B5NTAnSRXaRxmuE+dKgZAogIBaepHBP0r5PlXWAEc18kgDnvXEAQckxUKxxXJI7eprnIHNeFScZzSnxGpPVgcV81MdjLyDlI+NIPPNo5KvpTB6aTnwxgUgnBzLABPEmMK7haQErwr0zTz2pRVkqJNVumY+06HULORUqtF3ROQG3DtcSPxo1tLcQWq28yStykk8nFOEzQn+L8KDA+XwpZAP81MDt5QCq4hhM7AyFmuhPX58j40LT\/9aXSRTBZYIGxI\/FwIA9wH6V6bic58JP4Uy4PNeqIKaNbX84JrTyjpVzWCNraQflSarq8ke6kZpi4ojjzpNRyM0fitB8MR8q9Sf4VfhXJvMv8A60jNMD5Gvs5FELGMEoI7VdZZAPjrH1rxF5noOUyXB8lUzya+QkE81O4mARt7SWWXW96gLSoS3CnOeVVb2jeoS7ikCQsHA53VQDQ2pxxUm0i84+4\/AZWUrdTgEU6sZOJxeXiz1k0\/brl7IzLQHQQMJV51a1r6s747I8YqJTwSryrJOkuk4jXxdxuSlvLKysEn41dyZNitkVsSkIb2gAEmtXp+q8FsWjiUNfpfrCgp3lnvdUY0dQdkyAB86a6o6vWa32kTJklAaKcgk1Ud7tsDUUiKiBNDbTm0qOeB73Ne9XNP2WJEgQXsuQmo5BWggjcEE5P4Ct6zU1KhsQDgTCTSObPDPnEFfaB0xJfmtRnUqSpBwQfOsndUNQt6m1ZJnMnKAdqaP3TTMnUDT9+skdcaK3lpspHKwnzVjz\/31W6W1GTscBB3YNeT631HU6ypK7U2gnPxxPTdJ6fRpbWdH3ESaaXaKGEq+FTOzsom3OJCdVtQ64lKj8M1G7Q0lmIjaecUbsC0G+wfHVtT46OfTnitDSr4NIEytX9tcWl7Q9M3VcJPsNtUlhKfdwkDI\/zqpupttRb5bLwYDDrm5LiNuM488Ve8XqC0iKlEqIrxEAAbDwcVSvWy8ftmfEmKCUL2qSlAOcI9T9aNbnIIIjmpRQu3vIFZGET7rGivEBC1858\/hVnoSlprwkNpQgDASBxiqcalPxn0SGjhbatyT8alzXUIljEiEovAdweCaCqwAwmrPcCMtcxGIs9DrCUp8ZJKkj1z3ptoV8s6iZfU2HEtgqLePvj0oXe7vJu8pUp\/gEYSnySKf6CkmJf0TBgrZSVJSexqvqHBbiPrrITmXtIuyU2\/x1W58p2\/1fh9qz3rd8u32S6EhKVkKCf5fhV0u61R4G4RHA5jgZ4qjtaSDIvkt7j3zuOPInvVdmxWZaAzYIGZEll5MuMMlJ95I86kKZDt+nRY7wDaQASCaGWRHiLCCcZ86mUXpfqG\/KE2yLwU8lVDp6nZfYGfdFai1N+H4PkZZUWGzC0m6rAGG8ClegAQ7fJryOQBjNQ1WmOrUOGq0PRfaY7gwVo7gfI1bXRa3sWqA5DMBbElH9apQwVGjsUmpmIxOqx4qiX3anRE0VqKUeP6MoZ\/1TX58XRzxbjJc\/mdUfzNbyur643S+\/LQkkuNKH5VgiSFB9zekpVuOQR25qrpl7mM1x5UTls+lPY9ymxk7GZCkD0AFMEDApVAPpV5SRM1oSF7u6R7txfHyWRXIvN1yCbjJz\/3ppoORxXxB44otx9YBhi23CU8+tEibIKQ0snLqvT51Wlxcect7CitxR3rJJJJ71P7UtKJDil9vBc\/2ahUkKRbGSTjKlfrVbUAuCCfL9RNHQELg+\/9DBsXfsJVk+4TzS1nhx5DifaEBSSCTTlgZSrnJ2K\/SvrCnI+STVKuob1zzNKy07GI4kpc0jak6htdubQUsyUIU4R8ah+pIDMC7zYrGfDZcUlAJ8gasmSUp1HbNp5Qw2fyFV7qtW++ziPMk\/nT9bUi1nA8\/wBIjR2u1mCfKDYsESGFu5OUpJpqwy5JeSy0AVKOBRiyDMJ8f9mqmunR\/wC2Yo9XRWWaEPhD\/V3\/ACl4Wt9p7oXlILWj47akgKTJXnio8pQAb+FTHVCUtWd1COEiY9j\/AMQqGL5CMUy9QjbR5SNOdy7vfDMogQUn4UIWRvaPy\/WicpYMADPkKEFW1xB9MVGrbkfhI0owDN9M3Vy1\/wDJlT1oVj2qUmFnH885OR+CTWE7XKisPqh3JtS4UkbXCkZW0fJxPxHp5jI881srXN6Ytv8AyaOjbSlxIevWqXAU+ZSyt5Z\/Pb+NYmc4Xk+lVrX3Fm9Dj8hLFS4pQeRBP5kfpH16ssiyzfZZC0ONuJDjEhvJafaP3XEEjlJ\/Ecg4IIoesYyAQccZFHrVqBhduVYL8y7Jt+VLYWjl2G6cZW3kgEKwApBODweCAaB7DzgH8KRjPIhjPnPYrZdkNtj+JaR+dam0WpVo6QXh9AwblfI8YH1QyyVH81isyWFkvXmIjHd0H8K0jfbhM0v0o0a+zH8ePKmTp0tsD3i2VJbCgPhtNa3SwFGT2yPymZr8k4HoYOdubxG0JNIOy5Kk5waMyrfb5USLfLK6H7fOTubUP7NXmg\/H\/L5U1diYQrjFeq2EcZnlgwbmDGpD6lAHyPPNPwXTjmmzLQS5j40TDPuAgVCidBUxLikE0LS2rxOTjmpDJYXtNBHk7Hs9ua4idFPDV\/N+VfV2HRj7v519Q4nZlE28+842f4k+dS3ULKrnoKz3ZIyqMFRln\/CcD8sVDYSgJKM9jxVh6TQm76GvdkVyqI946BjsFDB\/MCvNdMHjo1B\/eBH49xPVa9vCK3f6SD+HYyt0qKVhQ7g1YOnFCQ00c8jFV6pKkqKSMEGpzoh4Kawoj3eOaT0l8WlDC6iuaw0lNyfKGvDQrypWztbWisjk80Oc3SpO3yo2gIjRgkd8V6ReTMM95JunoEjVLUZYG19pxs5\/wk+o9PUUh1XhxGIjgmsIbKQQw4GVEoWMAZUewKQMDJ7GifRWI5N6gRMjCWmXnSc4\/hI9R6+tG\/tGWmLD0o9OLAUl51sDHGxeTg4GMnuMkeferBP2DfjICnepmbo\/gSGNjzZCuwdT2PzFMH4jqXSgJOOwOOKlejdM3CS9FflQXFQprojpVyAVH0Iq0rN04t1nc1FEuaUuRoDAcBUAohahwkEjvWPTo21KAniXrNR4DkDmUTPsFyt0SPNmMKaRIP7rd\/GPUU1LS0pCscEVPteSHdR3C3Wazt+JHtEVEdO1PHiHlZJHfk4plE0q+y8zCn4\/enBSB9360ptFmwqnYecYuqIQF+\/pIcEq8qVQj1qxb309t9q8FwLWUuHkU4vfTuzW20tXFmU6FLAJSrkUX9nWrnOOIB1iN2lbhsV2B2FP57VujoSI7xUvzBFCnHwPTiqlgFfBjVy\/aKOK5Cc965UsDzpk7MAXjPYU3ckuL8yKqtZ6S0lJj92W2kfepm5PWv3W+PjSASpZwaUQ1sGSKUSTzHBVUTnatfvLVkmknVfwilnl5AAGPlSBSfSgIjF55M4SgqI4opBaUyd6Tg0lEijG5eDT\/alIAAo0THMXZZngQrCn+KkJdV7w4okhXmKjIUEjgEGiMC4n7jo+tOWIPaHGldx60ukYpmy6lXKfP404Ss9800HEXHAPlXKlbc14lYrxw7gCK6SImpQUciuMjFfKOD3rwEGunEzxRz8KTyRSisVzgUaiATPsZpZpuk0jJ+FLpOBjNNURTGdn3UEE80pabk7a7i1KbPKVD6imri+KTbJLg4OacnJiicDM0Bp\/W9ruEFCnNqXUpwcj4VDtbar9tlpjsOEtoPOKhjdx\/Z8UrSrBPGM4oabit5RcUokn41ZcCCLDJcjVsiGgeE4rgcc1LLJ1Mt14hrsmqGPaIzqdmScKT5cGqfefWrPkMUk26tKc7jn50AsZDxIyG4MtF3TVxhRJMfR7iJcHCilkqwpAOc5B796p286PvgkFTdifStBwrCfOpbZ9XXWzuhcWSU44wTmptY+qJ8XfcYbDucZJSKfdYNSgSzy7QKlNDbq\/OVRbbdd47OyXAfb2\/wAyDS5LiTuyUqByD2IrUGmdeaFuQDdws0NZWMHxGwQKPSOmvSHVeHRERHcJBPgqAB+n\/rTktQKFzFWaex2L8czNMHW+okRA37GJGwYDhQc4+OKjF5uU+7SlSZy8rPGMYCR6AVsKX0Gtb7ITpq7MNgDAaWoJH5\/76qTqL9m7qTFeTPs2mnJjZB8QxgFD4Hg04OjDAMDwbKzkiUGpB86+2EVJbz041\/YU+JdtJXSM2eAtcZQT+OMUMTp\/UDg9y0yT8fDNJrUk9o3OByYHdbURRPSERb16bdCsBgeIR\/N8K8k2S9tDC7c8k\/4DRbQ0G4wr8iY7bnlpaSSWyg4UKXcntRiPkYzLFfvMtyAWjZmggjBV4fFUpqmCYt3kNgkhR39+2av5\/WENmOUuQ3grGPCW3gVRus1ly+y3cABw7wB2TnypLLlOY8ey4xB1kQfEGfWtNdJ2tliCsferNVmH71PzrUXTFgI06ycHJrQ6SO8zdcc2Sc2+KlteQSQryPIFP0RGGHytppKVLHOBjNJQgPdp8E7ncgdjR9UwtJAjtACbATFda3L9jdJ7jMIBGOQfOsoKOldUj94sRZR8zxk\/OtM9a3fY+jUjnHiKA+eTWLVLSFlSBtPw4rK0VxrUjAIPrGdSqFlgOcECHLrpKbbSVNLS835FJ5oOULbOFIIIrtFzntoCETFbfRRyBXKp0lZKlBK\/pT2ZCfZGJTCsByZ8OKUSkKGa4auDSFfv4eRnnFWL031b0dtkxL2vNOTJbSTnYhjeD9AoVK7T3OJ2xj2leqV4CHSD3bUPyqLXFCkwYyO3BP51ojqH1S6L6hhv6f6fdN3YDkhBQmS7Gbb28d+FE1Q+sIQtzzMNXG1CTyPWk2YZGZT5frL2lUo4B\/riCoqc7v8Au1fpXWnE7ku\/3Gyr86ThKytYz2bX+lLaXUPBnqP8LH+YqomN6\/jL1gyj\/hJcp7feozuc7WBj6CoNqFwrvEhX8wqZQ0rckR5RHueGU5+NQm7+\/eHcnvxRa1soPjF6JSLDn0i1kwIr4PH7tdNNPcXiJ\/3w\/Wn0NHs6Hx2y0r9KbWBhxM6LJKDs9oSnPxqkww9QHl\/xLgIIsPr\/ACkg1alQs7Ks48SQ8o\/+KoaT9welTPWCFLsEJ1JOAtw\/PKqhqRkI+dBqTm0iHpP8IR68vMQChxPvYp65kRgMedIxoE2e8GYMV15Z8m0E\/pVfUZfAEbThRmaCnaqjai6E9NNAvIDzdqfu011snje48EoJ+gVUO1104afl2Zy3CLbmJcRTe5fuoW8hZzk+uFp\/CltIWC\/Ro0VE22yW0sZCdzZGAVZP6mtKdOdOwb1BRa71b25cNzAW283uB+XofiK9PRoa7tB4bcE85\/HMwbNTbXqtwzgcYlXfZx+zHdp2u4uptVRrdP05agp9weKlxuQ7tOxsgd+SCR8KuvVXSDpSEPunQlpQAScoZ2YHwwa0HarDabPptq1WW1xYUNpvDbDDQbSkY78edVfr5oRrfM8JJJSyogZ8wCaboq6tMnhjtAvezUPvM\/PCNHhK6gXEW6MlmIxIkeC2k5CUhRCRzWjdYaDa1VovTEC03doXez2BuQ9BQ5h9LLy1L8Twz\/WIyeSnJTwVADmqE0Vpu7P3qdJkxXEbsnKv7ys\/5VbvW7Tct\/WES86Gvj8W+act0JtKGHFNPJS20CFtEd8ZOduSM8isCmzw1DEdyTia11RtZhnyAz\/ORLpvLn6cuk3p5dlZZmAyYhJ4S4k8gVNprBbyhacEevHHlUEjaha6mX20vyxGsutYDxKwdrEW7JJHCSSEtPnn3eEL8thwFWNbPbrz7bpa4seFerQVFIUkpU+2DjBB53dv+DW3064XAovYdvh6fh5TC19RqIdhye\/8\/wAYACUh3kdjRVrw1NjgZAoOtW1wg8EHkGn7DvugZq+pxKMVfbCkKO3mo1cEbHu1SZTqSCk0BuSBuKiK5pEagIx5V9XIUMdjX1DJlAoVsWlXoc1Y\/Sd0DU0u1LxsuUNaceqgMiq3qTaQuqrbqa03AKx4bqUK+R4rx3TbvBtDehB\/Qz2Wsq8asp6gwZqKEYF5lRikja4SB8CaIaSmKZfU0D3NGOrts9h1O48lGEvZUD8O4\/WotYHUt3FBWeKdYv1XqJVe2fyMSp+saIE98fmJZMJP7wKV86dyZiUkJz50NakgpyD3FdJAfcxntXo17TCY4lt9DrhHjaybCsJL8VxpJzjk4+Iz27c\/Kpt1Siqv9lZt0tR8FdwbElAQk7WS4eTnAT95Bycd6pTTFwXZLrFuDZJ8JY3YOMp7EZ+VSfqHr\/wLSl5QQ8VK2ttq5BUR3PrgYPlyc4qypVUJacCWwBDdsOmNPMaftK3WPAiXSUpQynIUnPhgkZHl61FdY60io0Vc2I8tIuMq4LW6N3vEZ48u3aqmumsb7cnVrkTlkLIUUpwBuxjOB2PFfW0Tr84fFcLjjS0K3r+7jcB73wqgdeLPs6x34lj6sV9tzJFpW8R4QREUgpWo5UpQ7q9aIXiU6m6MThkoB5NCrxaFO3d5DSUMPMcLSDgZ+HwptN1Oyi3ewOtlTyDjdmh8TwlKueBB27zlZN9Z36G7aYzheT4iRkgd6r2+63uF0ZTDLgSygAYFRuZdXnv651RA45NC3Za3Ve4DzWdqupM59niXtPoQPvR69NSCTvyaZOSXHfu5ApNLalZKqXQzhIxWXln7zQCqkTQg9yaUCMmu0o8jXaQEnJFSFEgtmfJbSnv3pNa85APbiu3FEq4FJnnOa48zhE1etLRY+9W9Q4FcNNKdWAKJtNhtGBUqmeZDvtGJ0hISAAK9I55roYxzXh5NNxEzlQzXoAQBg819Xxwe9QBOzHUWY62cckZxRpiQVIST51H2hjGPOjsEAtJyM1Yrr3iJZ9pjxLnGaUzlIpNcRzG5vBHpXjbgA2qOKF0KHmGrBpy97tcIPNdunPfFcsoPpxRA5gtxOiMHk15jOcGulnnbXmMCiHEWSZ2gYFeqVjzpPcEjvXhUF8CuL4nBCZ0feFeNEBe4nAHeuVFSUnmh1znCOwUhXvK9KcjADcYplydoi0y4GU\/4aVe4mlGXOBzQOG4VZJ7nmiTaz61It3SGr28QjuChjNck7R3FNw5ivFOYoy2YGI48XmvUvEZIOKapVnkV2cBJogeJEIRrpIjrBbdIx8alVn11dIZwiWsfWoEHMGl2n8ZGcVKkZk7mHaXZZOr95irQDLUR86sqydcZraAfFwcd0qIrKrM0pAwo0dtN6UlW0uGmjBki4iaXldZVTG1svwGpHicKyge988AZ+ua+tMpu64LOn0JCucYOBVYaRuFtW8hctYKQRnNXhYddaQtjKE7mhgUzmvtDyLfvRFeh489IW9aUDPP3a6j6RsdtcSZVobUM8nFSVnqrpZz92l1sU8jXyx6gcS2wpCirtigNr+cPwU9I6tXRjQuuIG1MRLayO2AcVSvVH7C1wS+9cdNXNe1ZKihQBH0rWGhbe3ZW\/FWQlB5qSXWexcWFNRZSN2CBzQfWWHsnke+CaBnI4n5dyvs89Q9OylIcgJeCT\/CcE\/HFXboqzXC2WFhiXEW2tPCgR2NaKvmgdUXCQt5jwlpz3UfKhbeiZUfi8vsNjz2DJq3ptSlHbzle7TeIck8ytYg2kA0RjILiyUgnnyGamVya0BYUePKlNFaeT4iwPyqBX3rpoGyFSIjzbxT5MozUa29dQmBGaWk1NkwR9pRbkXpMwwEKy46jsDWNSVE8jFbZs3W7QfUeSxp68R1paSRgOt+6as5r7PvSHWEcKj2+IStPdCQDVKhFVfaMLUq1j7hPzXwcZr7JHY1vvUX2CtJTdzlpluxyRxtXx+FVXqf7C2p7UhblruRfCeySnvVjaD91gZUKsO4mWkKUPM0uhRx91P4VYl8+z91AsDym37d4gT5pqMTdD6mtyCuTbHEhI5OKnYw7iLYGDLa42mckrSkcHnHwpLq022nUim28bUstfjtFK22I5In+zlB3JSokemBQrXj6pt58UqyVNt5J+WKFyPBYe8frHaQnxRn3yNwch13\/ALtf6Uppvf4c1A\/iQB9M0nFG1T+D2Qv9KJaGjiV+0cjlMZah86zkGbFHxmtZ9xz8JI7Y\/ti+zEe8hKV\/iKgk737yoepqUW+Xm4qbUMfudpHyFRkjfeyCfWl3NvCj3wqxtJPuhW4RPZvGSRg+FuH1FPEsNQNH2h\/aA67JU+T545Ap5qm3yJM1hmAw4+t+OkBLacnOKsfTf2bOqHUg22Da7M5Ehsx0oLr4xgk8nFFejeKNo7SdLjw23SsNUjOkLesc7kZ\/FVBdKaK1PrCazA0\/Z5Etxa9o2IOB9a\/RzQH2AbOq3QG9ZSVTTHSAUDhJOc1pLRPQzp90\/jIbtNmisbB3SgbvxobEq373OfcP5wqhYE2qJ+f\/AE4+wLqG8wmJ+sZio6ThRYbTyPgTV8wujPSTo7Z0rmQI6VNJypRTlSiPOtTXa52q1xVpG1tCR3rM\/VjqF0+kzFQblJQVk7TuqvfqivCcTR0ei3tl8mVfeusPSxb64rNtKUIJAWEd6QsXWLRVrcCorgSkKyBtxS6unnTzVaC5CeZBXyClQFQXV3QN2ClT9omqKecDOaqLq9QnKvL9mm07HaUxLUuv2nbSYfs0NzdxjgVXl765sT2XGvZ1KDgIOT3qvD07vFuaK3lFaueAO1RK42u8sPLS21uSk0l+oan\/AFTk0emHAWSWbrKGzuMK3IaJxzUen6uuFwuf7RkFXjbkkOpJC0lIABB8iMUClG5Nf1jCgBTNF02rwtPzzVQ6qzPJj\/qyAYAkpulnsOtWt1x2Q7iclM1pGAs9\/wB4kD1\/iH1BPNF7Reb5Y7xbEdRi+pcXa3bdTRSXnUsjgNPYP9IZx6fvEgnG4DbUOYnbsFCtpHapNZNbm3srt1zjolwXfvsuDKT8R6H4itnQa5VcMTgzE6h082IQozJj1GtC4K4WqILsaRbL2kuMyorniR3HB97YscHPfBwRzkDtUbjTDgBSsfCkmLhcrG49M6fSkTbbKJVNsU1HjMvfNHr6LRtWPI05t8zSGq3modlf\/wBHr4vKV2a5vgMuL9I8lWAc9gh3arkAKUa9LXrktbk4P5TydvT7aBjuPzjpElJHJofc3QUdxXEtq4WySuHPiuxn2zhbTqClST8QaGzpRKOTVotxKfaee0AeX519QsylZPvV9Q5nSnhTuM8UNhSfvNLCwaaU4hJCnCk9ik14ag+3j1nuX7Zlv9U4Ld90DYtZR8EusIS4fMKHBzVOR3C08lYPINW9p55y6dDrrBknKLfLV4R8wCM4\/KqfHBHwq3rbTY6W+ePlK+nrFYasds\/OT63vFUdKifKiELepe9J7UCtLqnIqQR5CpTbW0FnOOa9NpjuAnnr12MQITiknGT+FcaogSLtZiSrxFMYA5ypPofljiu4vukmjNvbQ+t6I6CWnGSVJBxkjsfxqwyhyUPnFqdo3ekpZTS0OFChznH1q8dG6dt+krFbnbqhnxbw4XXS5jKWm0leOe2VbB9aDWbRNrk60ahyPeaDiSEhOByCf8qY9ZtTXFGpp1maDaYqGGmEJ25KEJzwD5ZPeqlVS6ANc\/PkJaa06sitePWRfWWql3e7vTGstuqJC1BXCsGog\/LcUokkk+tcPOKGBnvSPfFYGo1L3MWaa1GnWtQBOTucVzSyGQBXyQPSlwBkUgL6xzN6TxKEgV2EjHFfYAFeKOE0zbiKzmdDgZrlfvDApTGeK4IxUGcJyOO5pJQ3K2jvXaz5etKwmkqO88k1wGeIWdo3GOIrAbQM05PYmuQOK9zwRTgMcSsWycz0DI4rzGDXoOE18DlWDUzpwoeVcEHcKVI86TP3hQmEIswCV96kEBQGxOO1AoqRu+dHIYwofSrtErWw3FI3FPGMV9MtQeG9g4V6YpKOohw4ovG5UD8KuGsWDBiQxU8SLOpcZWUPIII9a7bUkAjNS2XbY0tolxACh5gVEpzAiyFtIUSAeKoXUmnnyllHD8GfEjPfvXm4HNJpUSORXxP5VVLmPFYnzh4xXLKiFVytRrpvvQhsmSVwIs+R4f0qK3h4uydo7CpNJOG+Ki81AL6uTVls7IhPv5ikLHaiaMAChkMcZogCQAaFTgTmGTHGSe1cnmuUrI4xXZ5pgcmLKT1JAPNdqUMGkFe6eK+So4pyNmKZZ6eFV6FkHNeKPY4714TzUHgyQMxVDxSME0uxKUhe4KpmORXmSFd6IORB2AyWW+8PBOEuKH1p8q8TUjIfXj51EYT60KGPXFH87kD5VaRg4ijle0Ix73P3gpeX39a099nHSN3uRRe7s44hgHKQo+VZs0fGjvXVgPthYBBwfnWj7x1LuujtIpZtEVtGWsAhRGK5sKuY6ncxxLP6y9YLVo+1qgQpSfHCdvuqGay6z9o\/WNuuipUWapTe7O0qOMZqs9SauvOpZ7sy5yVOKWScFRIFBArIyQKSgzwI17dnAmp4321NRpg+zqtLanduAvdUB1R9ozX2oVr2zkxUK8mxzj51UCV7BwOwpo\/JcHbzo9mIvxjJFdtU3a5OFyfcn3ye+9wkfrQF64OOKwD50OVIdWvaVU5YSMEkZqOItnJ5kk0jcP2fPTJWog+RzV3aN+0FN0zPSC+pTQ4+9WeG1qR93jFOm1qJJJ8qMDyElbMTdFi+1zbXlJbkLAzwfeqx7Z1603eWkgyEe8PNQr80vaHW1AoWRg+tGLXqu8wVpDEtf\/iqDWDGLaD5T9Hpl80tfGVKX7OvcPMCqq1\/Y7E7AkIZZjICkkhSuAB6nArOumOpmpEvpa9oJGcfeNTHU+tLwqzl0OkKx3zQmzwRuzxGitbDgecrSH0m1BMvM+9WW62FyAht0eO5cUR0AnjA8bYVH\/CDVb3\/pzrCfNcdttsVcG45Qy4uNlad2M5BIGR8RxWi+mOvbo+y7AkstusOL99s4CFf6uMflV12m9RXIyWjZ2Ak99qsZ\/AUo62llxtjaulXK5bM\/PGL0\/wBVvLkMMWKS46AsHanKQQO27tn60a6adOtatXCWh3TM7a5GUn+r4JPx8+a\/SfSdq0\/Ly0bGwlKycgdue\/GMVZ1r0xYGY6UN2tkIR91O0YH5UgamkMGAORHtpbFBVj3n5h2T7J3V3Vl+cmW20mFFWoALdSe2BzgfWr56c\/8AJuoVJbuOsru7IXkFSGxtTW6bfHiRwlDERpATwMJowJK2m\/dAFAbgOVX9YwUE9zKs0R9lTpdpGO0pFijOOtJAC3UBSuPiaseDY7HZSGoMNltKewSgDFcTLu+kHCfzoJK1BIZJIaST8TSbL3Y+0cx1dKr2EmfjIKcJISPSh9xUgDK3QB86rm+dQ7lb2FLbjpJH98\/7qpHqB9oDVkMLajsNJHrvOf0qubQOZcq0rOeJeGtLvp+HFc9uloAxk7lfCsbdXntF3l94xnmi5zghXOar\/qH1h1dqBxbMiUptJJztWTVYqnS3lhbr61KPOSaz7bi5xNJKkoT3x3IvV307NUYE91LQPGFGjkXrDqcMhtd1KwOB4hzUdcSJDRDo3VHrnDQ1lTaiMc8UvaR2imsMsl3qbe5aS2txBCh3ApqrVSw2AuMhee5xVSJvM2K\/sSvI+dGIV9kvo2rQPxoWyJCNmSq4X2HKBQuIkE+dRefb0LUXWR8aXKg6cqSKXQdoxjg0IUNwY0uVgRO9k47GiLFvnzGS4w2V7RnAGa9mMNlO8DBqT9OZjgnGErlBOM+fNSKypkFw4zIXDukq2Sg42taFtq7ZwQasNmBpvqPbAxdmQ1NKfcktgBW7y3etAeqWmIlmu6pMZ91XjDcpKu2ajWmL9cbHPbkwX1IIIyM9+au6e9qW2t2Mp36ddSuV7iTdmfrfRqWdN66sMzVWmm8txZrAPtcMHt4bpBOB38JeUccbTzTu76EvjkWPdbCw\/drbMTlmQ2wpDiD5tutH3m1jzB4PcFQ5qbXTW14c0r7TKkSXQhreUCW62FDHb3SKo\/VerLpZLtDksqVIYfaRJDEmS+vCSASgq8QZHOM8GvR1aoU1lhkqMfhPKajSeLYFPDH084ZVpDVaVFKtPzwQcEeAr\/dX1WFbNEWC822Jd0rukcTmG5IZFwcUG96QraD54zjNfVa+tA8ykdEB+9+X\/M\/\/2Q==\" width=\"308px\" alt=\"o que faz o cientista de dados\" loading=\"lazy\"><\/p>\n<p>De acordo com uma pesquisa realizada pela Associa\u00e7\u00e3o Brasileira das Empresas de Tecnologia da Informa\u00e7\u00e3o e Comunica\u00e7\u00e3o (Brasscom), a demanda por profissionais de TI no Brasil ser\u00e1 de 70 mil ao ano at\u00e9 2024. Descubra o que \u00e9 sistema da informa\u00e7\u00e3o, quais as principais atividades do profissional dessa \u00e1rea e como construir sua carreira. S\u00e3o t\u00e9cnicas e boas pr\u00e1ticas que ajudam a transformar estat\u00edsticas, gr\u00e1ficos e relat\u00f3rios complexos em hist\u00f3rias interessantes de entender e de acompanhar. O objetivo \u00e9 ser o mais democr\u00e1tico poss\u00edvel ao espalhar o conhecimento para que todos consigam compreender, de maneira clara e precisa. Isso envolve tamb\u00e9m a cria\u00e7\u00e3o de pipelines de desenvolvimento de ML, a manipula\u00e7\u00e3o de arquivos do tipo pickle, monitoramento dos modelos depois do treinamento e a ado\u00e7\u00e3o de solu\u00e7\u00f5es de conteineriza\u00e7\u00e3o como o Docker. Uma pessoa cientista de dados precisa considerar esses fatores, pois ter\u00e1 que lidar com cen\u00e1rios complexos em que os modelos t\u00eam que estar preparados para novos dados e mudan\u00e7as nas caracter\u00edsticas analisadas.<\/p>\n<h2>Gradua\u00e7\u00e3o<\/h2>\n<p>Como mencionado, ter habilidades t\u00e9cnicas em \u00e1reas como computa\u00e7\u00e3o, estat\u00edstica, matem\u00e1tica, machine learning, entre outras, \u00e9 fundamental para a carreira de um cientista de dados. Al\u00e9m do mais, o Cientista de Dados tamb\u00e9m precisa ter habilidades de comunica\u00e7\u00e3o e storytelling. Ele precisa ser capaz de traduzir os resultados das an\u00e1lises em insights acion\u00e1veis e comunic\u00e1-los de forma clara e objetiva para os gestores e demais interessados. Afinal, o objetivo da an\u00e1lise de dados \u00e9 justamente fornecer informa\u00e7\u00f5es  que possam ser utilizadas para melhorar os processos e resultados da empresa. Esse tipo de cientista de dados, provavelmente, est\u00e1 no mercado h\u00e1 muitos anos e j\u00e1 passou por v\u00e1rias etapas de desenvolvimento. Al\u00e9m disso, o profissional compreende que precisa estar em constante atualiza\u00e7\u00e3o.<\/p>\n<div style=\"text-align:center\"><iframe loading=\"lazy\" width=\"569\" height=\"312\" src=\"https:\/\/www.youtube.com\/embed\/Xntsu4bmNLk\" frameborder=\"0\" alt=\"o que faz o cientista de dados\" allowfullscreen><\/iframe><\/div>\n<p>O que me lembram um pouco o cursinho de ingl\u00eas que a gente faz quando \u00e9 crian\u00e7a, voc\u00ea vai l\u00e1 de segunda e quarta ou de ter\u00e7a e quinta, n\u00e3o \u00e9 simplesmente vai quando voc\u00ea quer, no hor\u00e1rio que for, e ponto final. Ter um ritmo faz voc\u00ea manter aquele trabalho a m\u00e9dio-longo prazo, ent\u00e3o a gente v\u00ea uma correla\u00e7\u00e3o entre voc\u00ea ter ritmo com um objetivo a m\u00e9dio-longo prazo de concluir diversos estudos. Para definir e separar duas partes nos estudos dos dados, porque uma parte \u00e9 realmente testar uma teoria que eu tenho, uma hip\u00f3tese, que eu  quero ver se \u00e9 verdadeira. Ent\u00e3o se eu tenho uma teoria que \u00e9 quando faz calor vende mais, eu posso fazer um teste para isso, ou outras coisas, por exemplo, a teoria de que um rem\u00e9dio cura gripe e, ent\u00e3o, fa\u00e7o um teste para isso.<\/p>\n<p><\/p>\n<\/body>","protected":false},"excerpt":{"rendered":"<p>A MANA Community se uniu ao IBM Garage para construir uma plataforma de IA para minerar grandes volumes de dados de ambiente provenientes de v\u00e1rios canais digital e milhares de fontes. Um profissional cada vez mais procurado no mercado de trabalho \u00e9, certamente, o coordenador d\u2026 No Brasil, o ganho m\u00e9dio para in\u00edcio de carreira&hellip;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"ngg_post_thumbnail":0,"footnotes":""},"categories":[124],"tags":[],"class_list":["post-554","post","type-post","status-publish","format-standard","hentry","category-bootcamp-de-programacao-2","category-124","description-off"],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/makarioworks.com.ng\/ngelectro\/index.php\/wp-json\/wp\/v2\/posts\/554"}],"collection":[{"href":"http:\/\/makarioworks.com.ng\/ngelectro\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/makarioworks.com.ng\/ngelectro\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/makarioworks.com.ng\/ngelectro\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/makarioworks.com.ng\/ngelectro\/index.php\/wp-json\/wp\/v2\/comments?post=554"}],"version-history":[{"count":1,"href":"http:\/\/makarioworks.com.ng\/ngelectro\/index.php\/wp-json\/wp\/v2\/posts\/554\/revisions"}],"predecessor-version":[{"id":555,"href":"http:\/\/makarioworks.com.ng\/ngelectro\/index.php\/wp-json\/wp\/v2\/posts\/554\/revisions\/555"}],"wp:attachment":[{"href":"http:\/\/makarioworks.com.ng\/ngelectro\/index.php\/wp-json\/wp\/v2\/media?parent=554"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/makarioworks.com.ng\/ngelectro\/index.php\/wp-json\/wp\/v2\/categories?post=554"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/makarioworks.com.ng\/ngelectro\/index.php\/wp-json\/wp\/v2\/tags?post=554"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}