{"id":197181,"date":"2021-08-09T07:49:28","date_gmt":"2021-08-09T07:49:28","guid":{"rendered":"https:\/\/www.beejameditation.com\/blog\/?p=197181"},"modified":"2026-04-27T17:13:23","modified_gmt":"2026-04-27T17:13:23","slug":"multidimensional-data-analytics-with-big-data","status":"publish","type":"post","link":"https:\/\/www.beejameditation.com\/blog\/multidimensional-data-analytics-with-big-data\/","title":{"rendered":"Multidimensional Data Analytics with Big Data Management Peer-reviewed Journal"},"content":{"rendered":"<p><img decoding=\"async\" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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n7H+59w\/o6q601rqv3\/gpt2XAmd\/hsj9tX+E1sr8Hlt9b9bdoSLdbq2HY+lYD13Q2oZSuQCltrP7EucY9aBWtU7\/DZH7av8Jrb34MO6xYm9V\/tbziUuz9POFkHGVFt9okD14JPsB8qzJiRGbKLV0uvF0iWO0zb1PXwRrfGclPK8m20lSj9ANcW9+t\/wDXW\/er5V91Lc5CLWh9ZtlpS6TGgtdEhKehXw44l4yT5DAHZDcGySNTaB1LpyGft91s8yC1zx6brK0D76hXCidBl2ybIttwjOR5UR1bD7LiSlbbiSQpKgeYIIIIrGpADc81JyvvZXfLXmxerI2pdHXeQ3H71Bn24uH4vPaB5tuI6ZxkBWMpzkGu02k9S23WWl7Tq2zLUqDeYTM+MVjCu7dQFpyPA4PMedcG47D8p9uLGZW688sNttoSVKWonAAA6knwruJsnpe46K2h0bpO8I4J9qskONKRnPA8lpPGnPjhWR7qrVgaHmjVzk+Eh0FG0pvyzqWAwluPqu1tTXeEYBlNqU059KUtKJ81Gtnfgz\/0vk7\/AHjl\/wA0zWC\/hR75Dlbm6Q08ysKkW6yOSXsfNDz5CQfX9pJ9hFZ0+DP\/AEvk7\/eOX\/NM1R5JpxdB7yzH2ld3l7H7O3zX0Rhp+4MJRFt7TvyFSnVcKCoDqE5KiPEJI5da42aw1pqvcC\/ydUa0v828XSUcuSZTpWrHglOeSUjwSMADkAK6o\/CD6VuWqOzXdXrYyt1Vjnxbq8hAye5QVIWfYlLhUfUk1yUqdI0Zb81R262u7CnaV1ToHcuy7YagvsmVpDUUgW5mK+suJgy3ThlbWfkJU4QlSRhPplRGRXU5SUrSUqAIIwQfEVxT7MWjLxrvfzQ9lszJWtm8xbhIX4NR47iXnVk+GEIOPMkDxrtbVmrADgQqt2XDvfPRre3u8estGsNBuPa7zKajJHQRysqa\/wD+akVY1Zf7Xd4h33tK7gzoKwtpF3VFyD1WyhLK\/wDqbVWIKz2G7QSoJSlKkiUpSiJSlKIlKUoiUpSiLIO0kxCZFwt6lektCHkjzAJB\/CKyVWCdL3j7B3yNcFZ7tKuB0D7g8j+P3VnRC0uIS4hQUlQBBHQitrRvzR5ei834ppTDW9tyePmND+Sw7uJa1W7UjzwH2qYA+g+s8lD6c\/SKtis3au001qW2GOkpRJZPGw4R0Pik+o\/iPhWF5kOVb5LkOYypp5o4UhQ5isOpiMbyeRXU8P4kytpWxk+2wWI7hsf1zUGlKVjLfpSlXhoPRzt3lIuk9opgsq4kgj8+UPAeoHr9FSYwyOytWLWVcVDCZpTYD59wV+6ItirVpqIy4goddSXnARzyrmM+7A91VedKRBhPzXfksNqcPuGaj1Zu5t7ECzi1tLHfTjhQzzDY6n3nA+mty4iGPwXlkDH4rXAHd7rnwvc+QWKFrU4tTizlSiVE+s15pStIvXdkpSlESlKURKUpREpSlESlK8lYFEXqlQlOgdTUMyED51UuFWxKmaVLiQg\/Or2l0HxpcFLWUWlfAoGvtVVEpSlESlKURfCcCoY711xLLLa3HHCEoQgEqUT0AA6morTMiZIahxGVvPvrS002hOVLWo4CQPEkmuhvZl7Llm2stkbV2r4TM7WEpsLy4Atu3JUAe7bBHJzwUv2gcs55Li7i6j4SpO3qPae7RrBu4\/kBzP1K6Dh7h6p4hqOyi0aPedyH3J5Ba3badh\/dbXTTdz1W8xpG3OJCkploLktYPMYZBHD\/AMakkeRrNNs+Ds2saZAvmtNVTHsc1R3I8dGf2JaWf+qtrqlrjc7baIi592uEaFGbxxvSHUtoTk4GVKIAr5zxL0mcSYnLeOXswdmsA+pu4+fwXs9FwTg1DHZ8ec8y4\/loPktUr58HHtlJaV+Z\/XWp4L2ORlGPJRn2JbbP36173b7Eu8e2jL94sTTWrrMwkuLetyFCS2kdSuOcq\/eFfLriukF+1ro\/S0RmfqbVNptMeQMsuTpjbCXP2PGRnr4VM2PUNg1PATdNN3uBdYazwiRCkIebJ8RxIJGfVU8N9I\/EuHETTPMsfR7dP8wAN\/ifBKzg\/BasGONgY\/8AunXy2t8PiuKjFxUlRQvIUDgg9QaqsaaFjma3x7X\/AGQLdry2Tdy9srWiLqqIgvzYMdGEXVCRz4UjkHx1BA9PoeZBrndDmLQstuBSVJPCQRgg+IIr6B4V4tpOJqX1in0cNHNO7T+YPI8\/G4HkuP8ADk2DzdnJqDseRH36hXg2sHnmolUyFJ4wBmqihWRXZtdmC5RzcpsV6pSlSUUpSlESlK+FQFEX2lfOMV84xRF6pXwKBr7REpSlESlKURVuzay1BYwhqLNLjCOjLw40Y8h4j3EVdUXdvkBNs3PxU079RH11jqlXWTyM0BWsqcGoas5pYxfqNPosondmz8OU2yYVeR4QPpzUNjfd6zKX8U04hxL2M95IIIx7E+usZVLTfme\/6qS1cuXdWIOG8OjffJfxJ+6maUpVpbpKUpRFsp8Hj+mfsf7n3D+jqrrTXEjYDeOTsPuXC3HiWFu8OQmJDAiOSCylXetlGeMJVjGc9K2p\/uql+\/UYgfx2v8jWFUQvkfdoUmkBaLzv8Nkftq\/wmro2j3Iu20W49h3FsyC5Is0oOqZ4+EPtEFLrRPgFIUpOfDOatN9zvnnHiMd4oqx5ZNeKzCLixUQu6u2u5Okd2dHwNbaKujc23T2wrGR3jC\/nNOpBPAtJ5EH74INYd3y7DW0O9l\/d1e67cNOX2TzlyraUcEpX3bjawQV\/rk8JPjnrXMTavevczZe7Lu+3WqZNsU\/w\/GY\/JyPJA6BxpWUqxzwcZGTgjNbX6a+FM1bGhoZ1dtXap8lIwp+BOcjJUfPu1pcx++rBNPJG68ZU8wO62C2V7Bez2z+o2NXuyLjqe7wyFw3LnwBmM4OjiGkgArHgVE46jB51nTXuvdK7Z6Un601ndmrfa7c0XHXFnms45IQnqtajyCRzJrQzUPwp2p34a2tK7UWyHJUMIen3ByQhJ8+BCUE\/vhWqe7O+u6O91zbuW4mp3p6Y5UY0RCQ1Gj568DSfRB6ekcqOBkmgp5JDeQpmA2XnfLde5717oXzcS5M\/FxcXgmLHzn4vGQOFpvPiQkDJ8VEnlmuh3wZ\/6Xyd\/vHL\/mma5a11K+DP\/S+Tv945f80zV6pAEVgqN3W1NwXbFNJgXVcYt3AqipZfKeGQVIUS2En5WUpUeHnyBrU7XHwaezWp79IvOndQXvTTMpwuLgRu7eYbJ6hvjHEkZ8CSB4csAVb4Rq6XKybD2y8WefIgzoWqYD8eTHcLbrTiW3ylSVDmCCM5Fa47b\/CZ7n6atjdr19pS26rLICUzkOmHJUP\/ANThSpCz6wlPrzWNFHJlzRlSJGxW62wvZf2w7PUSQrSEN+ZdpqeCVdp6krkrRkHu0kABCMgHhSOZAyTgYq2\/29endiNt7lrW8vsLmJbU1a4K3OFc2WQe7bA64zzUQDhIJrTPUfwpuppEBxnSe1NthTFJwh+fcFyEIPn3aEoKv3wrUbdDd7cPeS\/\/AJpNw9SSLpKQkoYQrCGY6Cc8DTacJQPYOfjmptp3vdmkVC4DZWzdrpNvd1mXq5PF2XPkOSn3D89xaipR95JqUpSs9QSlKURKUpREpSlESlKURKUpRErJW3Or0ONI09cncOI5RXFH5Q+49o8PorGtfQSkhSSQRzBFXIpTE7MFgYjh8eJQGGT4HoVsVVKvumbRqFrguEf7YkYQ8jktPsPl6jyqy9K7llpKIGoipSRyTKAyR+zHj7R\/41kKJNiT2EyYUht9pXRaFZFbZkjJ2\/kvNKqirMHmu64I2cNj8fyWOLhtPPbXm13Jl1H3LwKFD3jIP3qk29rNSLVhbsJA8y4T+AVlqlWzRxErOZxPiDW5S4HvIVlWXa+1QXEP3OQqctPPg4eFvPrHU\/8AnlV5oQhpCW20JQhIwlKRgAeQr1VA1BrWy2BK23HxIlJ5Bhogqz+uPRP4fVV0Njgb0C10k1bi8oDiXu6dPhsFU7tdoVlguXCc7wNtjp4qPgAPE1hC+3mTfrm7cpXIrOEJHRCB0SKi6h1JcdRy\/jE1eG0Z7plPyWx9Z9dUqtbUVHamw2Xe4Hgow1vaS6yH5DoPzSlKVjLoEpSlESlKURKUpREpSvC1YFEXxbgA51cmhNrNyt05wt+gNH3G7Kzhb7bfBHa\/ZvLw2j3qGfCtiuyp2N1biR42426Ud9jTi8OW+2ZU25cB4OLPVLJ8Mc19chOCrf6y2Sz6ctceyWC1xbdAiIDbEaM0G220jwCRyFeEce+mqk4cnfh2EsE07dHEn2Gnppq4jmAQBte9wOhw7An1LRLMcrT5n7LnDa\/g7t\/Lm2HZ910payRktyJzq1j1fa2lD79Qrx8HNv8AQGlO2686SuZAyG2Zzzaz6vtjSR9+umFK8bPp04sMmfNHbpk0+t\/mt6MDpALWPmuKu4+0u6u0M34nuFou42pJICJSkByK5+weQS2o+oKyPECrUj3LOPSruVd7PadQW2RZr7bItwgS2y1IjSmkutOoPVKkqBBHtrnb2wew8nQMKZups3FdXYWAXrpZQStUFAGVPMknKmh85PMp6jKc8PrHA\/prpsdnZQYuwQzO0a4H2HHprq0nlckHrewOurMEDGl0Wo+a1ZYlpcxzqbQvNWnBnk451cEWQFgc697ilDwuamgMRU\/SvKTkV6rIWOlfCcCvtfFdKItl+wttdH1XrybuBdWkuQ9LpSIqFJyFTHM8Kv8AgSFH2qSfCt\/a1s7Idvk6O7NLuqrPa\/shPuUmdcxH4+AultXchOfYznHr9dLX2mdY3rcv+x7ZNP22fOukQxLBFSVJXKupnOxiJCgT3LSUx33inBUllIKlFSgkfKXG7a7ijiKpMHtNiPZgX2y6Hzdc3+y984YdSYBg8AmNjIM5Nt76jybb9FbE3G6WyzxlTbtcYsKOn5Tsl5LaB7VKIFYZ3J3Lha0tq4O3txsrkW13OKw7qqfMaTbIs1YIS3G4goTZaEqK0tIBSlYRxH5tX1fth9JMXCw6Ju0yDrjdPU6JD0nU1+iiVEsFvZCVS5MCErLLXAVtNMkpKu9dbUtSwlVZFtmzmgbMbBaLNYGWLJpCP3dniryvunlOBa3lE\/LcJQklZ5kqXz5muJxKownhmnirHTdtI4mwaPZ9nRxv\/EM3sjYXuSCGkFVcQ1Fbmhp2ZB1O\/ly681StG7WbI6V0rE1e5pKGq4pYK7hfdQcc2e+eneLflNpcSCc4QlKEDOEJwRUlrfZG23NKdcbRtRNJ6vSkPIdTGVHiXJOPzifHAHGk5+WU962eaSOaTdOhL87ri03xi9xWlvWjUlxt\/drTy4Y0tSoyiP2sMq+g1QtttI7zaev+q7\/rzcdnUcO6u8drtIt6Y6YIRx4S2oLIShXEOSuJRCUkqByK8\/q8ZxCeunxGaoDJmEDISS17dAGtaAWkW1dfK22w1Wqi\/q8uS\/W\/MHrdY6c3xsmn4dzga9gqtGqbHIYhTbGw8mQ6888MtKiq9HvmljiUFkJ4QhZWEcCsc5+13pPTdq3Ejbi6EYdZ05rlt6a204yppUae04W5jCkK5oWlwZUk9CsgcsV0W2b7Nthsu7esNaau0vZHp1wEWawYsN1ltl341MGQlbqyStDbDqknAypGU59I6r9uzTMGNpTWq4jSQiy7mB1ggfI+PWxl98DyCnVFR9de2+jzHqGDiP1OgJN2tznZpzBujRcnR5FiSTa413TFaqfFaIsqQLtBIPO4OpPi29x1se5ad2yQTjnVwMLykGrRta+lXTEOUCvqumdcLySsZlcpylB0pWWsNK+EgV9JwKRYs25TGbfbYrsmVIWG2mmklSlqPgAKb6BUJDQXONgFCW6B1NSzkxKfGs\/aI7L7kppq46+uTjPEOL7HxFDiHqW5zHtCR76yjE2f2msDHGrR9qUlPVcxvvyf4TNbmPh+qdEZpy2No1JcbWHU9PiQuKq+P8LhqBS0jXTvJsAwXBPQde6wN1pQq4pB60TcU561vM\/s\/trdbY1OXt5ZBEkA8DrMBtokZI6oAI6VjbWvZP0deGlSNHzpFjlgEhtSi9HWfWFHiT7QfdViLBpK2D1nDpmTM2uxwOo3F9rjpdX38cUlBV+pYzTS0smhtI0iwOxI96x5HKVrS3NSrxqZQ6FdDUnrXRmrdt7x9h9VW9TCl5LD6DxMyEg\/KQrxHTlyIyMgVIxLhxY9KtMXujeY5BZw3BXaRiOoibUU7g5jtQQbg\/FV8EGvtSzLwWMg1MA5FXgbq0RZfaUpVUSlKURKlpvzPf8AVUzUtN+Z7\/qq3J7pU2e8pmlKVcUEpSlESlKURKUpREpSlESlKURK6lfBn\/pfJ3+8cv8Amma5a1cmntytxtIwTa9Ka\/1JZYanC6Y9vur8ZorIAKuFtQGSAOeM8hVqWPtG5Qqg2XSr4S79LtF\/3kh\/zT9csauTUO5e4+rYAtWq9wNSXqEHA6I1wur8loLAICuBxRGQCeeM8zVt0hjMbcpQm6UpSrqolKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiVHiT50BzvYMx6OvzbWU\/gqBSgNtlFzQ8ZXC4V0R9yNVMJCVy2nseLjKc\/exUZe6GplDCfiifWGvxmrRpV3t5B\/EVgHCKBxuYW+SrFy1fqO6jhl3V4I+4b+1p94TjPvqjkknJpSrbnFxuSsyKCKBuWJoaO4WSlKVRXUpSlESlKURKUpREpSlESss9lzZxO9G60OzXKOpyxWtH2QuxCikKZSQEtZHMFaiE8ueOIjpWJVdK38+Dp0wxbduNTa1kBKHLldfigWrlhmO0lWc+XE6v97XAek7iGXhrhmorKY2ldZjDzBebXHeBcjvC2OFUwqqprHbbn4LbePHYisNxYrKGmWUBtttCQlKEgYAAHQAeFe6xNZ+1DtJfdWR9I2+5zVvzJBixpaoihFedzgJSvrzPLOMc+tXPJ1rqb47LiW3QE99DFzYhMuvLLKX46kqL0kEoOEoKFgA\/K9AgjjTXw1UYBidM\/LVRFhIze3ZtwTa\/tEc9+Y1J2K9BD2nYq8qVYadxtQOMNSRt7dmkK+yDpbeZf70tMI4muFKGlDvHQU4QopwcpBUocNR7RrPVd6lt25eiJdqcehS3++l8ZbacbeU00gkI4SVhPeY4geEpIyDmrT8FrI2l7wABf8Aibyvfn3Hbu6i8muDiG33VX11fJOnNLTrrC4fjLaUoZ4hkBalBIOPHGc1bli3KtiLPIg6+ktRLlEWqPKYW0T3ySOSggA5BHXHL3EVZ67hLGpYFi3fuF0aduU1pm3R23ECPKdKgAAhIyoAkZI+TkcWPG690lW1q3qmwEQu8VIbj3SUwlC5TDGcHHiD4Vt2YbDAI6SZuYvNw9u3IAB1jcb303tzXawYfh8b2YTNaSR5zF7CNL2sAbG4IzaW3LbLld2p9uLLttuzMf0a083pa\/qXPtaVtcAZyftrI8MIWeXklSM86x5bZJIHOuhPwj+g7A72ftOaks8VofmcuzSIzqOvxeShQWM+PEtLSifNIrnTaVkkV9g+jTiE8QYHFUOvmYSw33OU2BPeW2J7yV5PxDTwMqZPVmkMvoDvbv71djKuIA1GqWic0Cprh9deoM1C4xzrFfK+KGRXvhFMCpWUM66L9iW+R7tsFbIDSgXLNOmQnh4hRdLw\/wCl5NZA0Pt3o7T\/AGmoerIkTguN005ep4SsgoRLD9vZU62MZSstSJAIBx9sWcAqUTqh2C9yY1k1Tdttbk53aL8kTIKieXxloELR7VI5\/wDu8eIrMtxvMOy7k6k3L1PqqUxrLbqemZbLGpwNRpGllM4kmOlWA8txK3FLUSSHYzKfRAHF8l8bYZU4Tj+IMjJHateW2BNzMC1p02Akdq46NsvcaLEYK7hqnJFy0tb\/AISz7tHxus0dpBd00jAsW7WkpsWDqGzXCNYw9LSTFdg3KWww83IwRhtCu6eCifRUyPAqBvy86u0dtdYoSNW6pSzxDu2lyVF2XOd6qKGmwVurJJJS2k9eQAwK96u1LpdrbW7auu7DVw099hnp77TzPEiRELJWUqQocwpHLhI8cYrCu124HZek7gx9L7VaUmO6lcQmPIL1jnNqt0ThKwFrkI+0t9AlGQklSQB0rwWjp5cTw1rZ4ZHNpy+5Y0Wy6OyuefcDSXEXDrl50Vl7hG8lpGtt\/wBa3\/JXntjrS1tJ1nry+R5WnbLftRd9CVdIq4nC2iKzH71xKwCyHDHLg7zh+WnPM1K7h9qrbfaXcC26M3FmLtsa\/wAZMizT47S5jckHhBUsMgqbBUrhT6KgrhUSUjGan2ib0y1oX8wsN9SLnrJ0WSG0yMuBLoIddA8A20HHCTy9D1itZNuey1prV9g05d9Rapu0pjT5k2dEJaWlpSiLJdYcQy6pJcZadU2VqQlWUlaghSAcV0WB4FhWNRuxTEy6OM+wGjV1g2zXNdbcFtjmBDva2IU4IKmpkNPTWLhqb6c9fr4rZK89qbaJi1qkaSvq9XXJ1P8AetrscdyTJfcI9FJSBhsdMqWUgeJFaUdtG2XjSnZ1iN6wktq1PrTWSr7cm218SGnFNOEMoPzktNhlrPQlOfEVvS222y2hlpAShCQlKR0AHQVzN+EG3Tj683biaHs81Mi3aNZWw6WzlJnOkF4Z8SkJbQfJSVDzr0L0X4FAzGmR0LHBoOd7nEONm3yjRrQBmI0tqdb6LYY3SR4RQSSyvzPcMo0sNd+Z5D9XWtdqR0q6YgwgVQ7ZGIxyq4WUYSAK+vqZtgvEqx4c9Rx0pSh5VlrDXnhW6tLTSFLWshKUpGSSegArbHZjaeJoS0out0jocv01sKeWoAmMk\/8AZJPh+uI6n1AVhfs\/aVZ1Jr9qZLRxR7O2ZhTjkpzIS2D7CeL\/AIa2c1RNkwbclyI6W1rdCCoDnjBP1VvqGSnwbD5scq2lzYwSALX03IvYX5DXqvOeJ5KziLF6fhLDnhjpiA4m4GuwNgTawubA30VYqzdak\/ZBlOTjuQcf8RrJtqgxH9EQ5zrCVSDESsuc+Iq8z51jHWv6JM\/tA\/lKrguIuOaTjng2rqKWN0fZyMaQ62+YHQg6jxAXbcF+jWu9G3pFoKSumZL2sUj2lt9BlcNQQLHwJWUtI89u4+ef96O\/hVVAqv6Q\/wAnkf8A2R38KqtC8XhqztIccZW4XCQkJIHQeJrSegnEabCqLFausfkjY9hJOwvmHLvsFvf6TOEVmO4rgtBh0ZkmeyQNaLXNsh52GgudSpDXGiNP7g6ekac1FED0d4ZQscnGXB8lxB8CD9IyDkEitBdbaQvG22rpmk7yeJyMQpp4JIS+0fkuJz4EfQQR4V0etsV646cY1GngS07xcTZPpJw4UD29M+Fa69sXRSLnpCDriK2PjVlfDD5xzVGdOP8ApXw4\/ZKr1evrML4tw12L4PIJOyJaSARtbM0ggG4BB1G2268k4Xixz0f46zhziCIxCcBwaSCAXXDXNLSRZxBabHffULWu3yuLHOqy0vIBzVoWx88udXPEXxIFcxTyZgvWKqLs3KdpQdKVlLFSlKURKlpvzPf9VTNS035nv+qrcnulTZ7ymaUpVxQSlKyxsf2Zdy+0FHu0nQH2J4LKtlEn49LLJy4FFPDhJz8g1QuDRcosT0ran+5s9o\/z0r\/GivydP7mz2j\/PSv8AGivydW+2j6qtitVqVtBP+Dk7S0Ngux7bp6csDk0xdkhR\/hEpT9+sHbhbRbmbUzviG4Wi7nZFqVwIckNZZdP6x1OW1\/8ACo1JsjXbFUsrQpSt\/wD4NHZzQ2oNOai3S1FZoN1uka6fYmEiW0l0REoZbdU4lKgQFKLoHFjICCB1NUkeI25iqgXWgFK6pdvXZPQF72LvevWLDbrdftMhmVGmsMIaW6hTyG1srKQOIFK+QPRQTjxrlbVIpBK24QiyUpSrqolKUoiUpSiJSlZf2Q7LW6HaAtdzu+gfsR8XtMhEaR8elllXGpPEOEBJyMVFzg0XKLEFK2p\/ubPaP89K\/wAaK\/J0\/ubPaP8APSv8aK\/J1Dto+qrYrValbI6g+D47TdijLlR9K228JbHEpNvujKl49SXCgqPqGTWBdTaQ1Vou4qtGr9OXKyzU5zHnxVsLx5gKAyPXU2va73SqWVIpSlSRKUpREpSlESlKjCFNUApMR4g8wQ2edEUGle3GXWTwvNLQTzwpJFeKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoi+K6V0P7FDlivHZfulovE9uLB+yFxgTnlvBoNpdbRk8Z5J9F0YJrngelbO9jaNpfcm26q2H1fOfjN3RTN8ti2XAlaZDIKHODOQVcCknhIOUpUfDNeYelzDRiHDbnucWtieyQlozENBs4gXF8oJd8Ft8ElEdWAeYIWXtH6tu\/Zzul52s1xZ4F2RYrfMvel7h3Q4sFK1FOTzSFkKB6EKChkggidu2mNyndpl7+XTfC9xb58TRd2IbD3dW5DZwUxw0DgqVkDpgk4IPWq1r3szP2Xb2\/wD5kZN61dqy7sxre3JuUxBWzFS+ha0oKikJHCjByScch41cNo7JWj4RiQ7rq7U92ssJxLzdmkzf7z4wc80ADlnw5V8\/T8QYEA3EmzgSueO0PZBxlDAC+zHE9mJHO52DiHHuXZCN\/u208dvvZWxatVbgdoPUUDRiNVTNH2636egXS8LtpLcuY\/IbSohCs5Q3hQ8\/XnIxa2pNxNydl0bgbasa0m31dvYguWa5TVFyVHMhbeWypROVd2tWM8gUAgDOKznr3s\/aY1pqFjVtvvl60zeGo6Yi5VmkBgvMp5JSoYI5DAyMcgAc4GKMvsr6KedfelX++PuSXra86t11tSlmG2UIBPDk8ecqPUkeFa+h4k4dbl7YAQZWnseyBtIHtJdn3dcBw72nKQAFJ0cnLfrdYO3tga52x1VpC32\/VN21ZfrNbpt9XNuClSHGAtPApSApRIQ2GVLAJwCCTnnWdtsNrtt7\/tvaLhbLrOu3x5pUl66KkEPPPuKKneMHIBCyocJBxjmSeZvKVtdY525re6MyXKens2tVpbir4THSySok4xnJ41eOOZqFtptRaNrDdY2nbvcl2y5yTKRb5C0qZiLJOe6wAoAjAwSfkjx51q8X4thxDB4qaKQsnjDSSG2DyXPLmmwFgzNdv8Ju4WvZZVHNUUE\/b07i09Qdf0eawb8IRHg2HspyLNHUoNpuVujMBasqPC5xcz4nCTXL+0oORW9nwoe5iHBpTZ+A6lSgtV9uIB5pwC1HT7+J5R9ia0htMYjBxX0N6FqCal4aZLNvK9z\/AIEgA\/HLfwK5nHqjtJHOcbnn4qvw0+iKm+E1CjIwBUzjl0r2+Nui4eR9yvHBX3gr3g+VMH1VOyt5lEt1xuNjucW82iW5FmwXkSI77ZwptxJBSoH1EVvJZdXaN7ZG0U3Rtyj2OJruNFACJ8UPd0sFPFIYPJaW180ngUFI4iPuSdGAhSiEgZJ5ACq7aEO6UTE1hFvyY12iTB8WhMLWmQCg+mXFJKVNDwHiefTma5PinhCLiaJkjHdnPF7TH9O4jm09N+nQ7\/AuKXcPvLHtzxSaOZ17x0I67deo6J7jTN7ty7bbNs5+3VtsllemwheLnbr+l2G7bm3UqfYS2ptt\/wC2NpLfDwYwsgqxk1Gky9cbK611FqbROh7hquy627mTLiW5TCZUC5NNhoLHfLQCw62lAPMlCkE4IVy1t2\/7f2obUpMLczS7V1j5wJluIZfQP1zavQX7in31mS19ujs+T2gubfbrbF45ok2t5ZHvaCxXzTiPAWNYQw0BoA+DW4Zme11yDmPtF4N2t6bWta9\/YMPxLh3EKY5ajIXEH2yGuaQNtRbmeu+6ue27Wa81PdWNxdwNz79btVPMLbESzfFPiVtYcKVGO0mQy7xKHCkLdBBWUjokJAv3RWkIGhrAiwW+ZMmJEiRLdkzFoU8+8+8t11ayhKU5K1q5JSABgAVh7U3bf2H04Epaud2ujq2kPIbiW5wZSoAp5u8AHI1rpuz2\/de6qZkWbbCyp0vCdSW\/j76g\/OUk9SnlwNHHLlxEdQoHpKi4I4lxhwg9W7JmnvNDA0C9ha2YgXNhYrOOPcO4QztoJGvda3snMT8dtfELPfaz7Vlo2WsUjSmlJrUvXE9rgZaQUrFtSocn3QeXFg5Qg9TgkY68ymESbhKdnTX3H5EhxTrrriuJS1qOVKJPUkknNV5D8mb8fdvbX2Tk3A94uVJWpT6Xfu+M8z6wetTly00bA+wlE+LNZkMpfaejr4gUnlhQ6pUCCCDzr6B4R4Np+F6Ts4vaebF7uZPLwA5Dv11K8q4h4sfjNRaT2RrlHK2l\/j18NNApWHFCAOVVBKMDFeWAAAKjcNd0xoAXHvkJOqh4NDXuvhFTsqB6z\/2VYaEw9RXA4K1ux2R6gkLP3+L71Zn1BGgyoSW7hLVHaDgUFpxnODy5g+ZrBnZYuaW5+oLMpXpPNMSUD9gVJV\/LTWcdRwJNyt4jxUhSw4F4JxkAH8ddVODJwvK2KETOyu9ggnMbnSw1N+5ePzkRcfxvqKg07S9n9aCAWAtAzAuuBbqRZTVv1bGgWpFm+zbb0dtsNJ40AEJHrAFU2e9pW5qC5shpxQTwghxSTj3EVaUi2XCISJEN1GPHhyPp6VLV4JBx1Jw\/HJQNwqGJrzdzHMfYkcy1x3C+nJ\/RbT8VTRYqcdqJnsGVkjZIyQ08g5jdj4rKNhsEhiCh2xm4GG6DwBMx1TahzB9Eqx5+FLtoybeG225EWW2GySC3wg8\/aDV2bf8A+J1s\/aj\/ACjVddkMMDifeQ2PNSgK593piqi2XDYMKp8jzYtaxwzWOlw1wuQt0PQHRxyxYvUY3V9pELte+RpLMwsbFzTYEaFWBDtt6sdl+xS1ylQG+iXkI9HK+LqlIPyjWOt+Ibc7Z\/VbLgGEW5x4Z80YWPvprM1+vdukQHoUd4uOL4cFKTw8lA9fdWCu0hd27Ps1qJa1hKpbKIbYJ+UXFpBA93F9Fe7+j2eebhepnrKBtGS55yNa5gcMjfbs4k3cbi\/OwXzX6TKanj46oafD8UdiFhEO0c9ry13av\/qwWAABos624LitErYeYq7IBPAKtW1tnIq64KcIFaekvZer15GZVBPQV9r4Olfa2C1iUpSiJUtN+Z7\/AKqmalpvzPf9VW5PdKmz3lM0pSrigldC\/grP0H3D\/wBpt38l+ueldC\/grP0H3D\/2m3fyX6sVP7oqrd1u3q\/Vlj0Lpm5av1NLMW1WlhUmW8G1LKGx1PCkEn3CsIf2\/XZd\/wBf3\/4qlf1Ku3tZfpbtw\/3Df+quLdYsEDZWklSJsu0+23ak2K3ZvKdOaJ17Fk3VxJU1DfacjuugDJ4A4lPGQMnCcnAJxgVf+rdIaZ13p6ZpTV9ljXW0z0d3IiyEcSFDqD5hQOCFDBBAIINcZuzhobXWud49KxtCQ5ZlQbtEmPTWUK4ILSHUqU84ockgAHr16DJOK7YVCeMROGUqoN1xI7Q21Ktld4NRbeIdceiW99LkF5zmpyK6gONEnxISoJJ+6SauPs19qXWfZuuk9dmt8a8Wa7hJm22StSAXE\/JdbWn5CwCR0IIPMZAIm+2xr617ido3U90sbzb8C3lm1MvIIIdLDYS4oEdR3nGAfEAVs58GBZLNddDa3culohTFN3aMEKkR0OFI7k8hxA4rMe60V3i6gBrosB9pDtv617QGmm9EM6ei6csKnUPzGGZCn3Za0EFCVrISOBKgFcIT1AJPIVrXXWXt56c09b+y7qyXAsNujPoet3C4zFQhYzOYBwQM9K5PxIkmfKZgwmFvyJDiWmmkJypa1HCUgeJJIFVgc1zPZFkO6hVETHfWjvEMOKT90EkiuoHZm7BOgtA2SBqndqzxtR6seSJCokn7ZBgZAw2Gj6Lq05OVKynPyQMcR2oY05p6NHESNYbc0wkcIbRFQlAHlgDFW31bWmzRdVDVwTpXXvfnsYbV7vw13Wy2WDprVTJDke4wmA00+oKB4ZDaAA4DjHFjiGRzIHCc1\/mP0l\/qtaP+Ra\/q1Q1bbXATKuDNKz9274cO39qXWMSBEZjMIRbeFplsIQnMCOTgDkOZJrANZTXZmgqKV0d+Cx\/xD1z+68b+ZNc4q6O\/BY\/4h65\/deN\/MmrNT+7Kk3dbk6u1dp3QmnJ2rdW3Ru3Wi2oDkqUtKlJaSVBIJCQSeagOQ8axQO2v2XCcf2Xbd\/ykr8lXvtpfpX9ff7A1\/SGq421jQQNlbcqpNl3H0HvbtJuctTOgtwrJeZCRxKjMSQHwnzLSsLA9eMVObjbXaC3a0+vTO4Gmol3gqypsPJ+2MLIxxtLHpNqx4pIPurhpb7jcLTNZuVqnSIcuMsOMvsOFtxtQ6KSpOCD6xXVjsNdpifvpoyZprWUnvdW6ZDYkSOEJ+PRV5Db3L54KSlfIc+E\/OOEsBiGZpQOvotEO1T2Yr52ctXNR233rlpe7FS7TcVo9L0ccTL2AAHE5HTkoYIxzAwdXajtP7Vwd4Nk9S6VkN\/34zEXcba4BktzGElbePUrBQf1qzXHbQVisupdbWTTepb+LFbLlPZiSriWg4IiFqCS4UlSRgZ5nIwMnwrJgl7RtzuFEiyoFRG477oy0w4seaUk12C2z7E3Z420DUmNopnUFwQkD47fcTFE\/dBtQ7pJ8iEZHnWZoum9OwWgxCsNujtpGAhqKhCQPYBVt1W0bBVyrgotC21cK0FJHgRg18rudrLaDa7cG2vWnWWgrJdGHklJLsNAdRnxQ4kBaFfrkkH11zM7Z3ZLT2f7vE1Ro52RK0beXSy0H1cbsCQE57lauXElQCihXXCSDzAKrkVQ2Q22KFtlrJXdLaT\/JToz\/AHet39Gbrnz8H7sJtLvRbNZSNzNIovTlrfhoiFUyQx3QWlwqH2pxOc8I656V0ntNrgWO1w7La44YhW+O3FjNBRV3bTaQlCckknAAGSSax6p4ccvRVaOa5qfCgf5ZdN\/7uo\/pDtab1203M7OOy+8V4jX\/AHI0S3eZ8SOIrLyp0lnhaCirhw04kHmonJGedacdvbs4bLbObV2PUW22iW7NcJeoG4TzyZ0l7jZMZ9ZTh1xQHpIScgZ5dauQTtsGc1QjmtEqAEnAGTW0nYf7N+1u\/wDdL6vXuoLiX7EGXEWWKQz8YaXkd6p7mopCgUlKQkglJ4ueK6O6J2H2b26hNwdH7b2GCGxjvzDQ7IX+yecCnFe9Rq5JUNjOW2qBt1xDMWSlPGqO6E+ZQcVCrvgux2RxstLs8FSCMcJjoIx7MVhPe\/sZbM7xWuU41puHpzUJaV8VutrYSwe9x6JebSAl1OcZyOLHRQq22raTqEyrj3Srg1\/oe\/ba6zvGhNTsIaudllLivhByhWOi0E4ylSSFA4HIjpVv1lg31CilKUqqJSlKIlKUoiUpSiJVW0bq++7f6stes9NyQzcbTITIZURlKsdUKHilQykjxBNUmvhGatTwR1MToZmhzXAgg6gg6EHuIVQ4sIcDqF182a3f0vvToqLq7Tj4SsgNToaj9shyAAVNqHlzyD0IwavquOW2m6OuNoNSI1Roa7KiSccDzKxxsSW\/uHUdFD6COoIPOt8dqO3ptZrJlq36+C9IXbgSFrfBchOr8eB1IygeOFgAfdGvjPj70N4pgNQ+qwaMzUx1Abq9ncRu4Dk4X03A59th2OQ1LQyY5X\/IrZylUKxa80RqdkSNOawstzbPzok5p3Ht4VHFfb5rrRWmI5laj1dZrW0BnjlzmmgfZxKGa8c9RqhJ2PZuzdMpv5Wut5nbbNfRVyrG3m3g0lshoWbrfVstKUMpKIcQLAdmyCCUMtjxJxzPgASeQrDG7fwgGz+hGXIOh1O60u\/CoJTDJahtK8ON9Q9Lz+1hXtFaD7g7u673y1cL3uffXXIjqkoRFjJ4Y8JsE47ps5xgnJPNSvEnlXrXA3ohxXH6hlRisZhphqc2j39wB1APNxtptdanEMYhpIyYzmcOn61PQK0te601Duvr28bg6od47heZJeWMkpaQAEttJz81CAlI9SRXqBF4AOVfV2hMF5SG1960FKDbwSQlxIJHEM+HKqhGSABy6V9k0FDFRxtgiaGtaAABsANAB3ALhqytM\/tA7qK2jAqJw+uvQTX3hFbcBagvXnAqYt9snXaUiFbIb0p9eeFtpJUogcyeXgPOpqBYblcoUy5RmEiJARxPvOLCEJJ6JBPVR8EjJNTlxvcCErudICdAYciiPKccf+2SiSCriCeSU5AASPAc85q62IAZpNB8z4LFkqSSY4NXfJv+Lnz0G57hqojM2z6ZZtV309cnZF8AU6+XI6SxGJGEhIUCVLHXi6DlirbnTHpch2VJeW88+tTjjizlS1E5JJ8SSa8OLJ6V8QyVHJFWpJjJ7LdB05ePiVehp2xEyON3HmbXtckDQDQX0CllMl00+IJ8U1UEtpT4V9KQfCrfZA7rI7cjZRdWQLYm5NfYyC5GZ+JxSUONFBKyykqVg+BOTnxznxqgpipC+lX3uG1cmtRKi3ZcdciPDhtcUdKkoKPi7ZR1JOeEjPrzVpBP2ypVUIZM4W5lWMOqHSUkbr3u0He\/LrzXluMkD5NVaxXmZp595yKxGfalNFiTGktcbT7ZIPCocj1AIIIIIGDUoEnFMVVl4zmbupy5Z2lkguCpy4WC2ItUC4WK7qnSXkKEyD3Ckux1pGSrlkKRj52fbVHbd8DVVttxn2eezc7XKcjSo6uJtxBwQfrB6EHkR1qeciWzUkfMZEoamlzSruUIT8Xld4vklAAHdkE9OhHTHSplgk1ZoenXw7z08uisiZ9PpKczfxcxcncAAZQLC\/nzKoWARyryUeVepMeXbZbsCfHcYkMLLbja04UhQ5EEUCgatdx3WYHAgOBuFX9u9WuaH1hAv+VfF0KLUpI+cwrkrl445KHrSK3Qiyo06M1MhvIeYfQHG3EHKVpIyCD5YrR6y2pq9XWPbn7gxBadJLkl44Q0hKSpSj0ycA4HicDxrKe1m+6rBJb05q5aTaMIZiyW2uH4qEgJHEkdUnAJPMg5655dLgGJNorxTmzHHQ9Dzv0G36uvOuOuHpMXtVUTbysb7Q5ltza2mpGul72+C2TqFFsOm7vdGbfdZ9rtZkZxImKLSOXX0kjrz8cD115hzYdxitToEpqRHeSFtutLCkrB8QRyNUrU1mlXRDTsUpKmQr0DyKs46H3Vncatqn4JK+ggbNKLFrXNDxa4uQ07nLcjfwOy5H0bPoY+JYIsVqn00JJDnteYyCAcoLhqAXWBOluo3WYbvtzM0tYozVk1nAlRmmsoaSeBahzOUkcXEDnqSBWO1uLdUXHFqWpXMqUck1WNN3iPatIwITyVKkpZUlTQ5FJyevlVFHIYrhPQ8MUkp6mXEqJkDQQI3CJsbn6uzXsG3AIbY2G+55eken44LFW0kOEYi+pcWuMrXTOmbGbNyWLi6xILrjMbWGg5\/a1F7Xm4jN9vkLby1yO8YtC\/jM8pPomSRhKPWUJJ96yPCsk749om2aMiSNNaMlMztQuAtrdRhbUHwJUR1c64T4Hmrpg6htMSZkhyXLdcefeWXHHHFFSlqJySSeZJPjXV8VYyyRhw+mNyfeI5d3j18lpPRpwjLDMMcr25Q0f1YO5JFs1ugG3U67AXi2yNjHKrjjo4UjlUpCi8ABIqpITiuRhZlC9bqJe0cvdKUrIWOlKUoiVLTfme\/wCqpmpab8z3\/VVuT3Sps95TNKUq4oJXQv4Kz9B9w\/8Aabd\/JfrnpXQv4Kz9B9w\/9pt38l+rFT+6Kq3db3SI0eWwuNLYbeZcHCttxIUlQ8iDyNUz8x2kf9VrR\/yLX9WrD7Us2Zbuzxr6db5b0WSzZXltvMuFC0K5c0qHMH2Vx4\/skbif6+6j\/jR\/+tWHFAZRcFTJsu6cK3wLa13Fugx4rZOeBlpKE59gFYh7Tuhd9Ne6ElWXZjXFvsrrzZRKiuMFt+Y2eqESuI91np8gZ+7SM55ZaG7SW+W3l1ZumntzL+Q0tKlRJc5yTGdA8FtOEpPLlnGfIiuye32pl610FprWTkX4su\/WiHc1M\/8Aqi+yhwp93Fj3UkidAQ7dAbrhjqDT960re5unNRW1+Bc7c8qPKjPJwtpxJwQfxjkRzHKuhvwWP+Ieuf3XjfzJrHvwouirZaNeaP1xDjNtSdRQZUWWpCQC6uKprhWrzPC+lOfJAHhWQvgsf8Q9c\/uvG\/mTWRK\/tIMyiBYrLPb\/AP0qurv262\/05itFOwHoyDrDtKWRdxjofZsMWReQhYyO8aAS2rHmlxxCh60g1vX2\/wD9Krq79utv9OYrTD4Nu7R7d2jxFfUEqudhmxGs+Kwpp3H0NKqENxA6yqd11B1ZqW2aM0vd9XXpa0QLLBfnySgZV3TSCtXCPE4ScDxNcX959\/txt79UTL9qq\/SxDceKodrbfUIsNrPooQgYBIGMqI4ieZNdg95tJz9dbTaw0daSPj14ssuJFBVwhTymlBAJ8AVYBPrrh1MhyrfLfgTo7keTGcUy804kpW2tJwpJB6EEEYpSAanmjlsL2Re1BrPaPcWzWG76hlzNG3aU1BnQpLpcbipcUEh9riPoFBOSByKeIEZwR1yrhftLoi77j7lab0VY2VLlXS4ss8QGQ03xAuOH9ahAUo+oV3QqNWAHAhGrkN2+v01us\/2u2f8Aw+PWvdbCdvr9NbrP9rtn\/wAPj1r3WZF7g8FE7pXR34LH\/EPXP7rxv5k1ziro78Fj\/iHrn91438yat1P7sqrd1nXtpfpX9ff7A1\/SGq4212S7aX6V\/X3+wNf0hquNtQpPcPijt0rbD4NKdNjdoaTEjhRYl6elpkAdAlLjKkqP\/EAP+KtT66IfBm7LXiywbzvVfYxjs3mP9i7OhaSFusBwKee\/YFaEJT5lC\/DGbs5AjN1QbrexaEOIU24kKSoFJB8Qa4H3htpm7zmo6uJpuS6lCvNIUcH6K7g7wa6tu2m2GptcXWUhhq1W151sqOON8p4WWx+uU4pCR61CuXXYq2Atu\/u6kj81aS5pzTzAuFxZCikylqVhpjIOQFHiUSPBBHjmsalORrnHZSdqqhK7Uva53U01atI6HRfUQ7XCZhOuaatrzkmWptAT3jryApYUcZISUjJ6VZa9C9sNyb9kl6N3jVL4uPvzbrp3mfPi4c11yu1z0Fs3oSRdpogac0xp+MCsMshtlhsEJSlKEDmSSAABkkgcya1vm\/Cb9nyLJWwxp\/XMxCFEB5i3RghY8wFyUqx7QDVWSk+4xLdSrh7Dmsd877oq76a3y0xqWFNsT7It1wvtvfjPTGHAvKCp1ILhbKPlczhaQegzO\/CA22LO7K+q5UhsKct0i2yWCR8lZmstE\/vXVj31dXZ\/7T+ge0eL2dD2jUEH7A\/F\/jP2Vjstcffd5w8HdOuZx3as5x1HWqH27QFdlLXYIB9C3nn+6EarIv2wuLahV5Lk9pXcTXmhkSG9GaxvFkRLKVPpgTHGA6U54SrhIzjJ6+ddttr5cqftppKfOkOPyZNigPPOuKKluLVHQVKUTzJJJJNcKK7pbSf5KdGf7vW7+jN1frBoFFq0c+EY3O3F0TuzYLdo\/XF8ssV6wpecZgznGULX37o4iEkAnAAz6q031RufuNreC1bNYa5vl6iMuh9tifOcfQhwApCwlRIBwpQz5E1tD8KB\/ll03\/u6j+kO1pvV+ADICqHdX\/sjvLrHYvXDetdFJjvTFRnoa40lClsvocTgBSUkE4UELGCOaR4ZrIep9W9tzeB1y7TIG58+LIPElq02mY1ESk9AlDCAnHtyT4k1uD2E+zBpTRu3dm3Z1VYo07VeoGRcIbshAc+x8RwZZDQPJK1IIWVfK9PhzyOcub49qbaXs+vxLdrmdPeuc1n4yxbrdG759TPEU94eJSUJTlJA4lDODjODVl8wL7MbcqoGmq5waCj9trbe\/wAXUGmtF7sJcjOpcXGkWW4vRpAB5ocbUjCkkcj48+RB511t07cZd30\/bLtPt7sCTNhsyHorqSlbDi0BSm1A8wUkkEHnyrVE\/CgbBZ\/xR1\/\/ABfC\/wD5dbXadvkTU2n7ZqSA283GusNmayh4AOJQ4gLSFAEgHBGcEj11YnLnWLm2UguYfwl9mg2vtERJsNoIdu+moc2UQMcboekMgn\/gZbHurU6twvhQQP7O+njjn+ZGN\/TJlae1nQ\/uwoHdKUpV1USlKURKUpREpSlESvoHjQDNegM1IBWXuQJz4V5XHCvAVHAxX0DNVyg7qyXkKnrgJV4CoJtqCegqscAr13YPqq2YGlVFS5vNUhFtSPm1NNQkp8Kng2K9hAqTYGhW3VLnc1W7C3+aOLG0dcbpDgsNrcehyZDeeB0pOGSvI4G1q6k5AODVtrYVGeW0ojKFFJ4VAjIPgRyNTYTVysW6XrqJGtlrtkRFytMNfNCuF2c2kjCQgDCnEgqPXJSPMVldn24DR7w27+74fy6LWulFG8yONozvsA06ku+JtfodeqtZshYqtx7LHjWtu+3GbFKfjAbRbw4e\/eCSOPOPztOOWT18AaMOW\/S6bbdYFwbmXZKlOusOR+JmPywkHi+UsHn0wCB5c6ZOuMm4yXp0x9T0iQsuOOKOSpRPM1RpbGPa1Py8f5efRHGSod\/V6M67E2OoAI0H97pt1UzfbyLtNcktwY0FhXDwRYySltASMDl4nHUnmapClFZ5V74VOGo7bAHhVpznSuJKyY2Mp2BjeSgtseJqMEAVFCfIUwfKpBtlQyFyh8Prr5w+youD5Uxk9KrZRzKoau+xCr08qxPOuwu6Y4VOlRXx9yjjB4ufJfEPYOXLFW+lPp4q7twXJz2qJS7lCaiyQ1HStptzjSOFhsA59YAJ8icVaqU+nUqoWmcO88rc+nJW8OfekjJ\/COd+Q5jQ+PNRQnlXzBqKE8qFNRV\/MoOBQAghSSQQcg+VRCmvJTRVDlVDc7XdI1wVqpidLuTrYVEuCHypxK0pwltxKjhTZwMn5Qxyz0qn33Tt20zKai3NpGH2kvMOtOBxp5s9FIWnkoeHLxqER5irj0i7a4Sn7jqqyruVmS0qKMoUeB8grbQhYI7skpOTz5cXKrgaJzldoev1vpr4rFe91E0yR6t\/DzOwAbcgDw2PcoF6jPaXs6NMXG0RUXGaWbg7J7wLdQ0pGW2cY+1nmVHBycjPSrSkgK5edVvUNslNw42ojd2bg3P5LV35U8y6BzbcSr0sgYwroR0NUFpfeK51YqXXfktYcvD4LLw9oEWe9yT7R197Y6Eki1rWVd0jrvWeh3AvTl7eYZ4uJUZfpsr88oPL3jB9dZMgdqzUUZATdtHwZah1UxJWxn6QusRd2Cmoa2AfCsinr6yjblgkIHTceRuFh1+BYTir+0rIGud11B+JaQSsxze11cygpg6AYac8FO3EuD6A2n8NY51pvrufrRtUNy6ptUJYIVHtyS1xj9cvJWfZnHqq3VRU+VePiqR4VSoxPEKpuSWU27rD6AKtBw1geHPEtPTNzDmbut4ZibK32bXg5Iqox4KUAcqqKWEivXAB4VrmQhq6R1SX7qE22ByxUXpSlXbWUL3SlKURKUpREqWm\/M9\/1VM1LTfme\/6qtye6VNnvKZpSlXFBK6F\/BWfoPuH\/ALTbv5L9c9K2W7IHau072a4Wpot80ncbyb67FcbMR5DfdhoOAg8XXPGOnlVmdpdGQFUaFdOd29Bq3Q211Ft8i6C2qv0FcMSyz3oZ4selwcSeLp0yK0n\/ALlRO\/VxY\/8A9dP\/APJq6P7qbt\/+pZqH\/nGKf3U3b\/8AUs1D\/wA4xWIxs8Ys0KRIK+6B+C80TZrs1cNwNxp2o4rSgv4jDgCAhzB6LX3jiik+ITwn11uxDhxbfEYgQY6GI0ZtLLLTYwltCRhKQPAAACtHp\/wqGj246lWzaO8Pv\/NQ\/c2mUH2qShZ+9WE92\/hFN5Nw7W7YtJw4eioT+UuuwHVOzFo+5D6gOAetCUq9fUVUxTSn20uBsqn8JNutY9cbo2bRFgmty29GRn2pbjZyhMx9SC42D0JSlpsHHQ5HUGsv\/BY\/4h65\/deN\/Mmuca1rcWpxxalLUSpSlHJJPUk1tB2Q+11pvs3ad1BZb5pG5Xhd5mtSm1xH20BsIQUkHi6nnWRJERFkaqA63K3V7f8A+lV1d+3W3+nMVyu2117etr9eWTX2n3AmdZJaJKEn5LiRyW2r9apBUk+pRra7tIdvTSG9+z9621tWgrxbZN0cirRJkSWlto7qQ26chPPmEEe+tLKU7C1ha4I466LuZtNuvo\/ebRcHW+jLiiRFlIAeZKh3sR7A4mXU\/NUk+48iMgg1jrdrsWbE7w6gc1XfrHLtt3kYMmVapHxf4yfunEEFBV5qwFHxJrmPoeRv\/s7Yoe72hDqCxWa7KWy3dIqOOK+WlEFLqSFIIBzgOJwfSxnBrL8D4SztFw7eIUiJpCc8E8Jlv2x0Ok4+Vht5Lef+DHqqyad7TeMquYHdbybebD7A9lSzXLWFtit2\/gZxMvV1f759LeeSEqI9HiJA4UJBUcDmcVmuuQ1h1Z2g+2bujY9I6g1JPucT4+3JfaZaDUG3MJV6bxbbATlKcgFWVEkDJJrrzViZhYRmNyqg3XIbt9fprdZ\/tds\/+Hx617rN3bW1DD1N2n9dXGAtKmWZbEHiBzlceM0yv\/rbVWEa2UfuDwUDuldHfgsf8Q9c\/uvG\/mTXOKtoeyH2utN9m7TuoLLfNIXK8LvM1qU2uI+2gNhDZSQeLqahO0vYQEabFdLN3tuIe7m3F825n3N63x72wllcllAWtsJcSvIB5H5OPfWpo+Cx0RnnuxfP4vZ\/rVE\/upu3\/wCpZqH\/AJxin91N2\/8A1LNQ\/wDOMVhsZOwWaFK4KvPb34OLYnR1zj3e\/wAi86rejOB1LFxdQiKVA5HE02kFQ80qUUnxBHKtoibbZbdkmNAgQWf1rTLDSB7glIA9gArQzUXwqTfApvSezyioj0XrjduQPrbbb5\/v61k3p7W29O+Iet+pdQi32N3A+w1rSWIqgDn7ZzK3eYB9NRGRyAqXYSyn2ylwNlljt2drKFu3cEbXbezu+0paZHezJqB6NylIyE8B8WUZOPulc+gSar3wXWq7Rbteav0hMkoanXi3MSYaVHHe9wtXeJT5qAdCseSVHwNaR1VNL6o1BorUEHVOlbq\/bbrbXQ\/FlMnCm1j28iMZBByCCQcisowjs+zCjfW67Ub+bUtb27S3\/bZdx+IOXVptUeTglLT7TiXWyoDqniQAR5E454rngz8Gv2iHLqYLr2mGooXj46biooKfMJCOP3ECsrbcfCjQ0Q2oe7G3ctUhtAC59idQrvT4nuHSkJ8+ThHPoKrer\/hStBR4RGgttb\/PlqGAbu6zEbQfPDSnSr2ej7RWMxs8XstCkbFZ87MPZvsXZw0S9Yok\/wCyd5urqZF2uPd8AdWkEIbQnJw2gFWM8yVKJ64FI7dn6VPXf7Xb\/wD4hGrU\/a34R7UNn1XqfU26tmm3lu7pjN2y32x1LMa3NtlziCUrJJKuNOVEknh5nAAEftC9v3R28+z2odtLXoC826VekxktyZElpTbfdSWnjkJ5nIbI9pqghk7QOd3JcWWktdt+zlqq2az2K0LfbW+l1tVihxneE\/IfZaS06g+tK0KHuriRWeuzZ2v9fdnXv7RFhNX\/AE1Kc75y0yXi33Tp6uMuAHu1EDmMEHlyzzrIqIjI3TdRabLfHtXdjmN2kbtZtSQNZfmfulrjqhOF2H8YafYKipPILSUqSoq55IIPhjNaW9rTsiQuzbpjSd3tmpJt9N1fkRLjKeYSy0l4JSpsNtgkoBSHOqlE8PhWzLHwouzSraHZOgtZtz+HJYQ1FWyFeXel4Kx6+D3VrV2nO27c+0LpcaFj7fwLNZm5rc1Dr8lUmX3jYUEqSoBCEZC1AjhVyJGatQiZpAOyqbLob2W9Y2fW\/Z+0LdrM+FojWWNbZCfFqRGbDLqCPD0kEjzBB8awb21exvrXfTVtu3D28uVuM+PbkW6XAnPKaDiULWpC214Iz9sUCDgcgc9a0u7Ovap3C7OlwkIsKWbtYZyuOXZ5a1BpTnId62oc23MADIBBHUHAxuRZvhRtoX7ehzUO32sIU4p9NmGmLKaBx0Di3WyRn9YKiYpIn5mKtwRqsUbV\/Bm7hTr\/ABZe7d8tdrsjLgXIi2+QX5UhIPyArhCG8\/dZJA8K6PW+BDtUCNa7ewliLDZQww0nohtCQlKR6gABXOfdr4TbVOoLbMsm1Gjhp0SEFtN1nPh+UgHqpttI4EK8iSvHXrV2aS+E50hZNLWizXfb3UU+dBgsR5MszWiX3UICVuZPM8RBPPnzqkkc0li4ICAsb\/Cg\/wCXbTv+6Uf+mS609rN3a13\/ALP2jNw7ZrSyafmWhiBZWrWpmU6ha1LS+85xAp5Yw6B7jWEazIgWsAKid0pSlXFRKUpREpSlESlK+poFFxsF9A8KipGK8ChdA6mp3A3WMdVFABr2MCpQyQPnV9TKT4mqdo1QLHFToAr0BmpZuQk+NTDawfGphwOysOaRuogTXoJr6n1VWIlhUm0jUU96OmEl8NJj9\/wPycEcYbASrGAealAD2nlV5jC\/ZYsszYgM3PQd56KVt9kulzjypcGIpxiC2XZDpUEobSPNSiBk+CepPIA1UpN7hWRaUaMkTo5ci9xKlPcKXHiogq4QM90nljkrJHU1J3u9InyHRb4SLbBWUFMNhxRbBSMBSsn0lYzlR8z0qjKUpXIVJ0jYdI9+v26fVWGQvqfanGn4fgPe1IJB25eJsVV78w1fWVXnT9icjMwozKbkltXE2h45T3ifEJVwgnyUSM8xm3Y6VFXpVWLXLm21xxcWS80l9ssvpbWU960r5SD6jUzqG22uPMXK08qS7bV8JbW82QptRSCWlHGCpPMZHUc6tPZ2o7XnzH2H17\/FXoZfV3ernb+E6npoSefTqPDWnttpxUThFQ2V\/NNRwnIzijbWUnkg6rxwinCKicHqr4QB4VJRzLxwigAyPSxXxawkVLqlJChzzz6VFzwN1NrXOVa1b8XF\/nfFrm5cGu89GS4vjU4MDmVePl7qoKOa6n9WXBpd\/nluCIQ70j4uAn7XgYx6PLw8KozMtJX1q3PM0ynxKrRROFMy\/QfTu08tFUwOXKmDXhDwUBgioqSDVwEFCC1eCAa+FNRSmvJTVbICoYb4lBIIGTjJPKqxqVxMBQ0xAuwm2+A53iVoSAhb6kJDqkkfKTlOEk+A9dTtsbnaZtjeqFsQ1\/ZFEiJDS6SXE8uFb6U4xgZKQSevhyq1n1YGBVx\/9Uyx3P0\/nv8AALHjPrM2YatbcDb3tj4Fuo35novVsu0qy3Nq5Q0MrcayCh5sLbWkghSVJPUEEipg2SHcLc7eIM+O3OVK4DaUtqSrhWfRLJJPeDPIjqOXWqe23xHNTTDj0R9uVGdW08ytLjbiDhSVA5BB8CDVhljo\/UfTvWXK2zs8Zs7T4gcj3a8tQpEKW0stupKVJJCkqGCD5VE5HpVwXCbB1X9k7xqW6Os3ru0LYW3HT3UkpGClYSAUrOAeLoTnNUGbAuNnkmHc4b0Z5IB4HUFJweYPPwI6GqvZk1Grf1v0UoZ+19l4s\/mOWwvlJAuBffzsoZTivmM17CgoV8UKir4KhKTXnHnUQqHnXhSh51Eq6CvBGK+V6yPOvhFUOqutcvlKUqKug3SlKUVUqWm\/M9\/1VM1LTfme\/wCqrcnulTZ7ymaUpVxQSlKURKUpREpSlESlKURKm7Qzb5N2hR7tNVDguyG0SpCWysstFQC1hI5qITk4HXFSlKIu4Gzl12mvm3FrtG1F3tV201bIjUBpEZYWG0pSPRdQfSSs9SFgEkknrVOvXZh7PWoJirhdNndLLkLVxLW1b0M8avNQb4QT7etcYrBqbUelZwuemL9cLTLTyD8KSthz98gg1l2zdtjtR2GKmJB3duDraRgGbDizF\/v32lqP01hGmeDdjlPMOa65aS0NozQVu+xOitK2qxQycqZt8RDCVHzVwgcR9ZyawT2rO2Jo\/ZKwz9N6Xuka667fQphiGysOJtyin8+kdQCnIIbPMnGQBk1zq1d2qu0RrlpUfUW7N9WyvIW1EcTCbUD4FMdKAR7RWKlrW4tTjiypaiVKUo5JJ6kmqspdbvN1Qu6KLNmy7lMfuE+S5IlSnVPPPOKKluOKOVKUT1JJJJqDSlZiilKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJX0EAV8q7dtNvZu4V7MULUxb4uFzHwOYSeiE\/rjg+zmaF2UXWJWVMVJE6aY2a3UlUfTmlNSavlmFp21uy1Ix3ix6LbQPQqUeQ8fXy5Vlqy9mJSwlzUupyCflNQWvwLX\/VrOGn9K2zTdsZtdqhtworQACUp9JR8VHxJPmetVdHA1+cp4T90eavp8PdXE45xrh2EXYXZ5Pwt\/M7D69y2vCno+429IDxNRR+qUZ\/\/AGyDVw6tadXd1gG\/31h5XZd0N3WDJvnFjmfjTfH7ccH1Vad+7LRCVOaX1WsEfJZntA59q0f1a2Nyc5zzosNu\/nycn7ocj\/41yuGekqKaQsxCPICdC25t4jf4jyXo3E39HziHDadtTwziJne0e1HKGjMeeR2wvya61vxrQ3VGl9WaEmphaotLsXjJDT3ymnceKFjkfZ1GeYFQbdKcluIZjoW64s4ShCSVE+QA61vDqHStq1Jan7ReYLU+C+khbaxzHrHikjwUOnnWom5mirtstf0GyvyDbri2tMeaoAqGTzbzj0VAY5+I5jHMD0ijxCCqYJ6eQPYeY1XjDJ6+GqdhGM0xp6wfwuBaHd4vf5XB3BPKNbpNvsabfd2ZEK5TFFTi4bzClstDonjORxKzz4eY5DOelSdwuUi4y3p8tzjfkLLjisAZUTk8hyFWvBn8QABqsRuJ3BNbplUZW5W7frVUfRCB5kfq7qel728P0bqLhTh5CphpjHM1EbaCR0qKE1eazmVYfLfQLwEgVU7bdJDUV2xOzFNWy4OtfGh3Yc4QlQPGkHooDPQjI5ZqQCfVX0Jq80lhuFjSNbILO8fiNQfEHUKHd7ci13ORDYmsy22VlKH2VZQ4nwUPaPDwqG0rIwauK3uu3yJE0g6qAylUkuR5cgFJaUoHKCsfNUcdQcHy51bE1t63SnYshHA6ytTa0k9FA4Iq3K0R+233T8u79bqVPIZf6l\/vj5jr8eY5eRMySB1qf03pnUWttQQtKaRs0q7Xe5O9zFhxUFbjqsEnA8gAST0ABJwBVFiuSLhKYgQWVvyZLiWWWmxxKcWo4SkAdSSQAK7Rdi3smWTs6aHZu16hsSdeXxhK7tN+V8WQfSERon5KU\/OIwVqGTkBIGsr8SZSR3GpOwW6w3CpK2Sx0aNytdNkfgpGpEWLfd\/dXPtuOtpcVYrItILZPPgekqBBI6ENpxnos9Tslbvg9+yJb46WFbRR5ZH\/aSblMWs+\/vRWxdK5GavqJnXc4\/DRdtBhtLTtytYPjqtVtdfBodlPWcZ9MPSt007MeyRMtd1eLiVH5xS+XEq5+Yrn92nfg5N4ez\/Ck6z0lJVrnSEZLj0mVDjlEy3tJ5lb7GSSgDJLiCoAJJUEjGe1VeVoQ4hTbiApKgQpJGQQfA1SKumjNyb+KlJQQSNsGgeC\/NbDuYXj0qq8eWlQ61vV26Pg4tXDcGLr\/ALMeiXLlb9SvrFzsUNTTSLdKwVF1vjUlKWV8\/R5BChgclAJ1xu\/YV7YulYRnXbYu9ONJTxEQJEWevH7CO6tXuxXRU2JMIBJXM1eEvaTlF1i5LoNT9nt710l92iM+8ywgyJPcgFSGE81qGeXIefjiqHebfqDStycs2qLJcLRPa+XFnRlsOp9qFgGqoze49ts6WLdcZKJs9K0T2x6KA1xDhQeWSeWT4YIrcwVEbzd2y56rp5o25WD2jpz07z+t7BTWoZ1vn3WRJtEH4lBUrEePnPAgAAZ5nmcZPrJqhqytVfVSQsYB51FYbzzqT39s66RRinYG9BbXX5819bQEjpXopqKU8uVeCmrllTNfVQlJzVUgXK2SiqPq9M+bHbiKjQ3GnsuRDxcSSlKjhSc59EkDBNU4jNQnSAKBxYbqj4xMMp8xoR4H9eSXCx3e0wId1lxCmFPSVR30qStC8dRlJOFDxScEeVUxcxOOZrIuiNEz56mrheW0fYs8akxXgVd7xJ4eIJz6PLorryGPOr4tWj9NWVsIgWiOFDq44njWf+JWTXFYxxjQYbIYobvcNwNgfH8gDbmvc+CPQhxJxVA2srMtPC7VrnA5nA7EMve1rauLQdxote1y1FJWlKikdSByFSpuKenEK2nAAGAMAVT7np2xXhtTd0tESSFDBK2gVe49R7q59npABd7cBA7nX\/IfVekz\/wBGmWOO9PiIc7o6MtHmHuPyWtaJ6VH5VTDchK+eavrWWyCmml3DRj6ypIKlQnl54h+sUfH1H6axM3MejvrjSW1tPNKKVoWCFJUOoIPQ112GY5TYmzPA6\/Ucx4heI8VcB4vwfUdhiUdr+64atd4H8jYjmFcqVBVfakIssLA586nkqChkVvGuDwuMILDqvtKUqSklS035nv8AqqZqWm\/M9\/1Vbk90qbPeUzSlKuKCUqatVrn3u5xLNaoypE2e+iNHZSQC46tQSlIzy5kgc6zF\/aW9qH9SG6f8xG\/KVEua3cpZYTpWbP7S3tQ\/qQ3T\/mI35Sn9pb2of1Ibp\/zEb8pVO0Z1CrYrCdKzZ\/aW9qH9SG6f8xG\/KVTdRdk7tD6SsU7U2otsLjCtlsYVJlyFvsFLTSRlSiA4TyHkKdozqlisS0pSpqiUpSiJSlKIlKUoiUpSiJSsv9lrZG1b\/wC6I0Beb3LtUc26RN+MRm0rXxNlACcK5YPFW3M\/4LvQMODJlp3R1AosMrcAMNnBIBOPvVafMxhs5VAJXOele3kBp5bYOQhRTn2GvFXVRKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURMEkJSMk8gK2v0TGa2u0xarP8US46+gyZjo5L75QTxY8OXIDxwkVrdoC3N3bXFigPJCm3JzRWk\/OSlXER7wDW297sbN5bRl5TTrWeBWMpIPgR7utc3xTTVNZh7oKW+Y22NiRzF9P5rYcI8R4BgPGNE7iXKKWzyS5udocRaNxFidDfW2hseV1VLfeLfdUccSQFK6qSeSh7RU5WMJ9quljeS48hSASe7ebPoqx5H\/yaq9q1vKj4aubffo6caeSx7fA189VeEywOLQNRuDoQv0EpjT4lTMrcOkbLE8Xa5pBBHUEaEK+KVTFamsiYvxv48gpPRI+Xny4etWvddbTJWWrcj4s2eRUeaz+KsGKjmmNgLeKnHTSSGwCu243u32lPFKkAL6pQnmo+6rI1xaI272ir3ZH4KG3mghyC5n00v4WUknp1SAfUo86lrdZbne1qdaSS2FYcfcJ4QfWepPszV5WW0NWWM4y26p1bykqcWRgejnAA8PlGvR+CsHqYqttRHfs9Q43sDodLc9fGy+ef6RXE\/C+E8OTYZPKx2Jew6Ftsz2EPa4u0B7MFoIuSMwNhcFaB2txbbpadSpC0EpUlQwQR1BFXjblApFSO50JFr3W1LEaSEoNxcdAHQd4eP8A+api0qJSPXXsNE6zrL5nq5BUwMqGiwcAfMXVcQM1ECa+NDlmomCa3g2XPuOq+cIr7XoJr4sYFVULq7tpdn9d7461i6D2+tXxqfIBcdecJTHiMggKeeWAeBAyOeCSSAASQD1A2i+De2D0PaIitf2ZvW99abw7JmBbUbOSSEsIVwqHPGV8RwB06VUvg+NlbZthsNa9VPQEpv8ArdlF3mSFD0\/iysmM2PJIbIXjzcPqxs\/XF4pikssjoojZo08V3+D4NDFE2eYXeddeV1jizdm\/s\/aeuMK8WLZXRUC4W19EmJLj2OOh9h5B4kLS4EcQUCAQc5BFZHpStI5zne8broWsaz3RZa79oPtq7c7HTntLQojuptUtAd7b4joQ1FyMjv3jkJVg54ACrzxnNav3f4S7eqU8o2bRujrexnKUvMyZDgHkVd6gH97Wqd8uk283+6XW6SVPzps16RJdUclxxaySr3k1J1uIqOJrdRcrTy1krnaGwW5GnPhNtzIr6PzXbdabuUcEBX2OdfiOY\/8AeKdGforcjY3tF7cb\/Wh6bo2c6zcISUmdapgCJUbPQkAkKRnotJI88HlXG+s8dha5S4Xaj0mxDkKbRManxpISeTjfxR1YSfP0kJPuq3UUkYYXN0IVynq5C8NdqCutFfFKShJUogAdTXh59thPEs+weJqlyJTkg8+SR0FalbUlWVvHs7tbvrZBp7cnRsC8R2goRpDrfDJiqUOamXhhbZ5A+icHAyDXG7tldlTWHZf1o3LdnyL3pG\/OqNqvDiQFhwDKo74TyS4kcwQAlSeYxhSU9wKxn2kdnLbvzsvqfbWdGYXJuMJa7a66kf3vObHEw4FdU4WACR81Sh0JFZdNVPgda+iw6mkjqBcj2uq4KwZXekc6uCOoFPKrMtyn40hcWS2pt5lZbcQoYKVA4IPrBFXbBXxJFdfRy5lxOIQ9mbKdx5V8IzUQDIr4pNbNakFQVjAq6NAaVbvEpV1uDQXEjKwhB6OOev1D8OPXVsOjArNljtrdptMWA2jh7pscXrWeaj9Oa4vjbF34bRCKE2fJpfoBvbv1A+K919AvBdPxXj7quuaHQUwDi07OeT7AI5jQuI55QDcErMOnWtCab2wg6k1NopF+eu11kRHFGYthbLbaEEcBTyHMk++pcaY2Y1KCrT+urhp6Sv5MW9xgtsK8u+a5BPrPPzqBef8AIVpz93p382isd18+U9O6bPIJHNdmcN7jQkDQ3HkAvtejo31PaTNme12d40NxYOIAyuu3boAe9X9dNj9wYUU3C2W+PfoIGRJs8hMpCh5gJ9I\/vasaRGkxHVMS47jLiThSHEFKgfWDUxa71ebLITJst1mQXgchcZ5Tas+1JFZNuW525NoZiwtz9IQrxFkt8Tab1bAh1aPEocASoK9fMirxkq4CGuyvv\/6T5G4PmFkumxGlcGPySX2scjjboDmBPxasS1ijezb1u5W93WFnj8M+GnilpQn8\/aA5qP65IH0D1CtrbZA2a3FuEex2q2XnSd4nrDUbD4mQy6fkpVxYWATyyPPnWMbva3bbcJtlnpQpyK85FeSOaSpKilQ9Y5GtphOMPpakSRgte3cHmD4XBB7itVjmGUXGeHzYRWxlriLjMBdp1yvaQSDY9DtcHQrTa3TM451cUV7iSKouqrMNL6wudkbJ7qPIV3Oevdq9JHv4SKnrc6SkV79QVInjbI3YgEfFfnxjWHSYdUyU0ws9ji0jvBsfmqtSvickV9rbd60jTySpab8z3\/VUzUtN+Z7\/AKqtSe6VeZ7ymaUpVxQV2bSyY0LdPR8yZIbYYYvsBx111YShCA+glSieQAHMk12i\/sx7Rfqp6R\/juN\/XrhjSrEsIlIuVUGy7uWbcbb3Uc9Fq09rvT1zmuBSkRodzYedUAMkhCFEkAczyq4a5LfB4\/pn7H+59w\/o6q601gTR9k7Kpg3VoHeLaRJKVbpaRBBwQb3G5f9dY17Sm6e2N12C19bbXuLpiZLk2KU2ywxd47jjiyg4SlKVkknyFcgp3+GyP21f4TUCssUgBvdRzJSt2OzF8HvJ15aIOvt5Zky1WiYlL8KzxiESZTRAKVurIPdIV9yBxkeKeVbnaf7KPZx03HTHg7N6XkBIxxXCCias+1T\/Gak+pYw23QNJXFmldqb72VuznqKOqNO2Z0owlQxxQLc3CWPYpgINae9pb4O1el7XO1xsdImT4kVKn5Ngkq719tsAlRjudXAB8xWVYzhSjyoypY42OiFpC0YpQggkEYIrNfZq7LWte0be3RbnRadOW9YTcLw62VJQrGQ00nl3jhGDjIAByT0BvucGi5UVhSldgNA9hrs4aFgMMPaFZ1FMbSO8m3tRkqdV4kt8mh7Age\/rV8Sezh2fZTBju7I6FSgjGW9PxW1fvkoCvv1jGrbfQKWVcR6V1I3i+Dn2i1nb3Zm2oc0dekJJaS2tT0F4+CXG1EqR7UEY5+iqubW4W32rNrdWz9Ea1ta4F1tywlxsniSpJGUrQoclIUMEEVejmbLsqEWWwvwbf6ZAfuDO\/lNV1Ivf6Cz\/9ld\/kGuW\/wbf6ZAfuDO\/lNV1Ivf6Cz\/8AZXf5BrCqv3ik3ZcFJX+FPftivw1CqLK\/wp79sV+Gt4+yT2CLTrbTlv3P3nMo2+4oEi22NlZaLzJ+Q8+tPpBKhzShODjBJ54rPfI2MXcogXWi9K7Y2rsydnizxkxImymjHEJAAMqzMSV+9bqVKP01RdU9jrs16sYWzM2ns0FSwQHbW2YKk+sdyUj6RWP623oq5VxopWxXbG7NGk+zlqG0RdL60fubV8Q8+3bpbY+MxGkEAKU4nCVpJJAPCk+ieuCa11rJa4PGYKOyUpSpIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIrh25nN27XthlOqCUCe0hRPQBSuHP\/AFVt3Mv0KzSGW5jClB0EhwcwnGPm+PX\/AMK0jSpba0uIJCkEKSfIitsbNLRuPpK2aggSEJkBooeaX0DowFpz4cxyz1BHSub4piq5cPc2jvmNvd3tzt\/JZ\/CMHDsfGlDWcU5PVLPaTILsD7XjzcrXvq72RzV+ofhXaPxJW1JaWOY5KHsx4Vbt20Ow9xPWtzulnn3auaT7D4Va2btYZX\/bRXcZ9Sh+AirmtOuW18LN1a4D071A5e8eHur58lpKqkeXMJPUHf4j9FfoVTRtbCyWgcHREDLlsWkcrW0IttZW6nTl5VL+JCCsLHUn5OPPi6Vc9p0TFj8L1yX37g592OSB+Oq8q5QExfjpmNdwei+IYq2btrkDiZtLWT075Y\/APx1b9Yqqr2GC3VXu2nqPZaLK53pcK0x+J11uO0kYA6ZHkB41IwL1DvZkuQ2FNpjqbHEeQXxcXh4fJ+\/Vhobu1+lFSQ7JdxlSj0SPWegFVK93SPtfom76guUppTiW0qbQOheAUG0DzJUoZ9h8Odd1wRRVtNWCSMu7PXN+HbnyJvbvXzn\/AEjouF3cMy0lcY3Yk7IIBoZbl7b2t7QaW5rk2afGy1P3UkouO7WpZDZylNwW1keaAEH76TUW0t4SmrbtzciZJcmynFOvPrLji1cypSjkk+sk1eNtY4UjlXsVEwl2ZfMNWBTU7KcG+Rob5CyqbKeQqKAKNowKiBNb0CwXPOdqvISahu4AqOU4FbF9jjsiT+0nqORedQyH7fomyPJRPkMkB6W9yUIzRIIB4TlS\/mgjxIxaqZ2U0ZkkNgFepKeSrlEUQuSurmzkuDP2j0RNtakqhv6ctrjBT07sxmynHuxV4VSNJaUsGhtNW3SGlremDabRHTFhx0rUoNNJ6Jyokn3mqvXmryHOJGy9bjaWsAdvZKUpUVNcUbjtpetRwZGr9GNm9Mh1X2QhxUf31CeKvSyyn0i2TzStIIxyOCDVjvtToLpYlsvMuJ6odRwqHuIzWSbfo\/Wz7rmvdp7jLmSmXFqnx7csomwXSo8Q7tJyptXMpKQRjIIBBqbHaQ3hgAwbzJizVNHhU3cbY0pSVDzykHPtrpsrAAXXb8wuS7WUuIZZ1upsR46H8ljK3Wq+Xx8RrRbZs91RwG4zCnFE+xIzWzvZJ0rP27370RbtRGEze50iY+ICEocfjMfEJAy8sE92ScYbHP5RVjCRWME75b8azWmx6emywt0cKY9ngJbXj1FtPEPbmso9lfTt10Xv7o206skwzf7lMmynYgQ09KjN\/EH+b7\/NSCokENg+alc+GrNRGx0TiATbmdAFeppZRO1ryG67DUn5Cw66fFdJHHFuqK1qJJrzSlc+ukSlKkb\/AGx69WK42eNdJVsdnRHozc2Lw99GUtBSHW+IEcaSeIZBGQOVEX53deTIU3dLV8y2FJhyL9cHY\/D07tUhZTj1YIqetpykeyqrv9sBq7s0bqz9uNVkSEIAk224ITwtz4aiQh1I8DyIUnwUkjmME0S1Oggc667D3g2suOxdhubqvJGRQjzo1zFeymuhGoXLE2K92xpDt3gtOfJXJaSr2FQzWbKwbxrZcQ+38ptQWk+sHIrN0d9EmO1Jb+S6hK0+wjNeV+keJwfTycvaHx0+v5L6\/wD6LlVEYsSpv47xO8R7Y+R+qyDdmdUDaKzRpWkprFqYuL8tu6KP2t3vEhITw4ykejyUTg+FVXXuxsvQ239q1s7fG5S5ymkyIwZ4Q13iCpPCrPpYxg8hWWtcfpVbf+51v\/loqJ2g\/wDIRZv22B\/MqrwCHFpnSxMjAaHSuaed9jz8eS9pp+Ial9RBHCAxrqiRrgNbjQ872947W\/JUjebbPRektP6QuOn7I1ElJusWI46jOXkKSVEr+6OUg59ZqP2wkp+w2m1YGRKkAH1cCKuHtFf4paU\/d+F\/IXVv9sL9BNN\/7VI\/kJrW4XNJNPRukcSbyb68lpcCqZqmrw2SZxcc02pNzssFbUf5S9M\/upH\/AJYqR17\/AI9aj\/daZ\/PKqe2o\/wApemf3Uj\/yxUjr3\/HrUf7rTP55VdqP\/HH\/AAD6lenD\/Wx\/4Y\/5itSd8G0t7lSlI6uR2FK9vDj6hVGtecCprdC4N3jce7yGFBSGXUxgR5tpCT98Godsawkcq9+wCNzKOJrt8o+gXwH6QqiKp4grpYjdplkt\/mKqzfya+kc6+pBxQjNdQNl54DqvNS035nv+qpmpab8z3\/VVqX3SsqI3IUzSlKmopSlKItlPg8f0z9j\/AHPuH9HVXWmuS3weP6Z+x\/ufcP6OqutNa6r9\/wCCm3ZcCZ3+GyP21f4TWcOxTtPE3b38s1tu8dD9osiF3qe04kFLqGSkIbIPIhTqmwQeqeKsHzv8Nkftq\/wmtxPgvXmE7w6nZWR3q9PKUgeOBIa4vwis2UlrCQoNXS555iJHckPuJaZZQVrUo4SlIGST6gK5eb\/\/AAgW6mrtUXG1bUX5zTOlmHVMxnY7KBMlpTy71bigVN8R5hKOHAwCSc10g3RjTpu2erods4vjj9intR+Hr3qo6wnHryRXCkggkEYIrEpY2uuSpuK2q2O+EA3g0RqSDE3Kv7uqtMOuhuYmW2ky2GzyLjbqQFKKeR4V8QIBAwTkdTIE6FdYEe526S3JiTGUPsPNniQ42tIUlQPiCCCPbXAmu3fZ5hXC37E6AhXRC0SmtOQA4hYwpP2hOEkeBAwMeqlVG1tnBGlcz+3RtLE227Qk2Np23dzb9VMt3mJHZR6KXXVrQ6hAHT7ahRCR0CwByxXTrZLbG07P7X2DQNqittG3REfG1oHN+UocTzij4krKvYMAcgBWnnwg1ytEXtA7PfHXGwIampMsKIHDHM1vBPq9Bz6DW\/dQmeTG26qBqtP+212yL3stcY2222K4g1M+wmXPnvNpeEBpee7QltQKS6rAV6WQE45HiBGmVh7a3aZsN6+zSd0Z88rVl2LPaafjLH3PdlOED9hwn11N9uqFcIfai1mbghY+MLiPMqUMBTRitBJHmBgj2gjwrAlZcUTAwaKBJuu03Zo35tnaE2zjayjxUwrnGdMK7Q0klLMpKQSUE8yhQUFJz54PMGsG\/CWbTw9RbYQN1YUZtNz0tJbjynAkBTsF9XDgnqeF0oIHgFr86onwWEScjRmvJrgV8TeucNtnI5d4hpZcx7lt1nDtwPMM9l7XCn1ABUeMhOfujJaA+\/WJbs57N6qe4Wj3wbf6ZAfuDO\/lNV1Ivf6Cz\/8AZXf5Brlv8G3+mQH7gzv5TVdSL3+gs\/8A2V3+QaVX7xUbsuCkr\/Cnv2xX4a7w6OFvGkbGLTwfEfsdG+LcHye67pPBj1YxXB6V\/hT37Yr8Nbo9lXt+o240\/C243fhTZ9mt7fc267RAHJEZofJZdbOONCRyCgeIAAYUMYyamN0gBbyVGmyuftqbMdq277jztdaKud+velnENCFCs89xLlvSlCQpJjJUCcqClcaArOeeOQrAWhe1z2mtjrmqy3LUFzmtsLBetGqGnHyn1AuYebHqSoD1V0+29392c3TjtvaH3Cs9wdc\/\/KKfDMpJ9bDnC4Pbw48qrOutstv9zLd9itfaQtl8jgEIEtgKW3nrwL+Ug+tJBrHbNlGSRqrbmFxn3z3i1BvruNcdwtQNCMqUEMxYSHCtuJHQnCWkkgZHVROBlSlHxqwK2L7ZfZeZ7O+rIE7TMiRK0pqHvVQS\/wCk5EeQQVx1q+cAFJKVHBIyOZSSddKzmFpaC3ZQKUpSpolKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlX3tNuU7oC6qZncbtonECQgZJaUOjiR5+Y8R7BViV6ABGKoWhwssKvpIq2F0E4u1368wt248i1363NyY7jE2FJRxIWCFJUD4g+B++KoVy0YDl21O+Ge5cPj6lfj+mtZ9G7g6o0K\/xWaYFxVK4nIj2VMrPnjqD6xj31mrSnaBsN5bcavdrkW59hpbzi0KS4zwpHMgkhWfIYNaDE+H6TE9Jme1+IaH+fxusHhbjDjb0XTZ8CqDJTXuYne0w+LCbtJ\/Ewg9\/JT4td0VI+ICG93o9Lu+E8h5+WPXVw23RjaMO3V3jOPzls8gfWr8X01RDv5toG+d9fx14fijv9Wrev8A2ltLxGFJ07aZ1ykn5JdAYaHrJOVe7h94rn6Hg2kpnl9Q4v6DYfHr9O5el8V\/0jeOeJKZtDgdF6kSLPfq5xPPK5waGD4Fw5OCyxJk22yW9yVJdYhQoyONxaiEIQkeJP1mtTN5tz39zLy3bbV3jdht6yWUqGDIc6F1Q8sckjwBJ6mpPW2v9YbiP4vUzuoKVBTcFjKWUkdCR1UfWSfViqRBtYTj0a62OD2RHG2zRyGi8jwrCZKWodimKymWpdc3JLiCdyXHVzu\/\/uodrgcAHo1ckZnhAGKhxYgQBgVUG2wBW4p4BGFlVVSZCiU17AAr6B5VEbbUtQQhJUpRwABkk+QrMAutcXKEocq7U9jDTNr0t2ZNBRLZGQ18dtibjIUlIBdffUXFqUfE+lgZ6BKR0Arjo7bYVkjTGL9GlIuwS38WYBSEthQ4uNZ58wMeh6+eK6efB3doWBuTtinbO\/XFhOqdJcSENLWA5MgKUVNupTyzwFRbUE8gA2T8qtHxJA8UzT0Oo6bjVdDwhVxurHDkRYHrsdOotz7lt1SlfCQBknArh16UvtfCQBkmpZ64Mt5Dfpq9XSpF6U8+fSVgfcjpRUuuPEXRmrp6ndc7W3OTLlturM+JAcLU6E7xekQ2kgqaUeaVIzgHBAxU+92id5LSRbtQqiyH2Rw4udpa70Y88pBPtNZl397HW6O3+sZ+4WyLc24WqQ65MEe3LKZ0BS1EqbShJ4nEc+XBk45EcsnDq9+d\/bAk2y+SpSi0eEtXS0tlaSPMrb4s+010kFTG5t2OLfDX8wuVqaSXP7bGvHK+h87G\/wAlD\/sz7766ZXZNOuy0tu8ltWS3paV71tp4gPeKyZ2VtKz9FdofRsTVFwZXqK4vzHnYKFIeditfEX8l9zmUuKPDhAPIcRVzIFY6Z3P7Se4ziLJp9d+lF70ER7Pbe7IB9bKAQPWTitsOx\/2TdVbc3s7m7pKZZvSQ58Qt6FIecZLiOFbrzoz6XCVAISSPSJJJwBZrZ4zGQ4lx7\/tqr2H088cgLGhg55efibDyt8Vt5SlK0K6JKUpRFz5+GF0faJO2uhNflkJutuvzloQ4BgrjyI63VJPnhUZJHlxK8zXNOzqOE1u78KjvfbNw9bWPZfSF0ROj6Oddl3hLAK0metACUcQ5EtN8YODyU6oHmk40rtcfgCQRXS4XG4MF1yuMzMc4hvJV+P8AJFRyM14YThIAqKRiupYNFxrz7SgOJz4VkDb2+plQjZZDn2+Lzaz85vyHs\/BirEIyMVDaekQpLcyI6W3mlcSVDqDWm4gwdmN0Tqdxs7dp6EflyK7z0ccbz8BY7HikYzMPsyN\/Ew2uPEEBw7wL6XWxcrW+rJunGNIy79Lds8ZXE1EUv0EnwHmQPAE4HhV76+3yk652+tWiXLGiK5CUyqRJD3EHS0gpTwpx6Oc5PM1gfTet7feUojTFIizcc0KOEL\/Yk\/gPP21ctfPGI4F6lUCOqiyvYSRy1PMW0N+uq\/QzA67h\/i+mhxTDHNka05gW6FrjvmaLEO6hw7+9bNbz7l6L1ZYNIW3T97ZmSlXWLLcabzllCUkEL+5OVAYPPrVT7VE22wG9IyrvbE3KI3NfU9DLxa75HAnKeNPNPXqK1TBIOQcEVU71qfUWo\/i\/2fvc24fFUcDPxl5TnAnyGfYK5uLh9tPLCY3eyzNe+5zdCLWWPBwfHST0zoJDki7S99znFtCLWt5rJWmbrsRH1BbdTRJOodOSbZJRLMV9sTWHeA57tKk4WCegJ5VgzencOFZk3zU7AKX7rMkOQGVkcZW4tSgSPJIIJ9mPGpTVmubDpCKXLjJC5BB7qK2QXFnw5fNHrPKte9TX6763vBut0IASOFhhPyGUeQ8\/WfGu+4Z4UfV1IqZC4x6e8b3AN7Dme8klcF6RePMP4Kglp6KcyVr25QC4O7IfiJte+twHEm9jtvQLfFcdcLrhKlLJUonqSepq54bHCkcqgw4IQByqpttcIr3GlgyhfElZVGZ104eVeCMGoxGOVQ1is0hYTSoZ61Kzfme\/6qm1VKTfme\/6qtS+6suA+0pmlKVJVSlKURbKfB4\/pn7H+59w\/o6q601xk7Ju6+ltlt6rZr7WKZqrZEiy2XBDZDrvE40pKcJKgMZPPnW9\/wDdKuzn\/m+rf4sb\/K1g1Mbnvu0KbTouWs7\/AA2R+2r\/AAmsmdmTd07JbzWDXEhxYtiXFQrqlIJ4obo4XDgczwnhcAHigVjCS4l2S66jPCtalDPkTUOs0gOFioDRd87XdLbfLZFvFomszIM5lEiPIZUFNutLGUqSR1BBBrRzfv4NuRqnVc\/VuzWobTambi4qQ9Z7kHG2WXVHKu5cbSvCSeYQU4TnAOMAa59nTto7kbBMt6dWyjUele84\/sXLeKFx8\/K+Lu4Pd568JCk554BJNblae+Ep7Pl1jpVeo+pLK8RlSHoAeSD5BTSlZ+gVgdnLC67FO4O6xrsj8GlcLJqiFqLefUtonwYLiXxaLUXHESVDmlLrjiEYRnGUpSc9Mit85cqJbob02Y+3HjRW1OuuuKCUNtpGVKJPIAAE5rVm\/fCTdni2MKXaEajvL2MpbYt\/dAnyKnVJx9BrT3tF9t7cffaI\/pa3xkaY0o6r04EZ0relJHQPvYHEPHgSEp6Z4sA07OWc+2lwNlaXay3ii73b23nV1qWtVnihFstSlciuKyThYHgFrUtYHUBfPnXTrsq722vfHaK031uWFXq2stwL0wpWXG5SE44z+tcA4wfWR1BrjHV67S7xa92T1U3q7QF4MOUB3chlaeNiU14tuoPJQ8j1B5gg86yJYA9gaOSiDYrqN2rOyPYe0fDhXaJdU2TVVrbLEacprjaeYyVdy8kc8BRJSoc05VyOa1QsvwXu8L93DGoNc6Rh21KhxyYjkmQ6U\/rW1NIGfaoe+stbffCe7eXG3MtblaNu1nuKQEvO20JlRln7pIUpK0g\/cnix5mr7lfCL9maPHLzN6vslYGQ01aHAo+9WE\/frHaZ4xlAUtCs07Q7T6U2V0Jb9A6PjqTEhgrdfcx3sp9Xy3nCOqlH6AAByArTz4S\/fG3m2W7YywXFDstUhFyvqW1Z7pCRlhhXrJV3hHUcKD41Rt5fhNbldYD1l2W0u7alPJKFXi68C3kZGMtMpylJ8QpSlfsa0bud0uV6uMm73ifImzpjinpEiQ4XHHVqOSpSjzJPmanDA7NneqE8gtnvg2\/0yA\/cGd\/KarqRe\/wBBZ\/8Asrv8g1x+7H28Wkdjd3xrjWyJ6raLXJh4hMh1zvHCjh9EqTy9E+Nbs3L4SLs7y7dKitMas43mVtpzbG8ZKSB\/2tRqI3OfcBVabBczLTYbtqnU0XTVhhLl3K6TUxIjCOrjri+FKefIZJHM8q6E67+DJ0rddK2dOg9VKs2o4UFpi4KlBT0Oe+lA4nfu2iVZ6ZGMeiPHnpZtR3nTOoY2p9N3J+33KBJEqJJZVwuNOA5Ch\/5xW721Hwntzgxm7ZvHos3FSAB9lLOpLbiseK2FYQSeuUqSP1tZEwk0MaiLc1hm+dgftRaeuao0HRTF1Q2r7XNtt0Y7tfrT3i0OD\/iSDXRTsqaP3X0Ns5bdPbyXZybfmXnVIS7L+MuRoxx3bK3ckKKcK6EgAgA8qx9A+Ea7NMtgOybrfoSz1aetK1KHvQVD79Wjr34Tnau1W99G3ulr1fbiUkMKmITEjBXgpRypZA8gkE9MjrWM8zSjKWqQsFI\/CkamtDO3ekNHLWhV0mXpVzbR1UiOyw42onyBU+jHnwny5c3avHdjdnWu9GsZWttdXL41NfAbaaQOFmM0PktNI+akfSSSSSSTVnVlxM7Ngaok3KUpSrqolKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlekHBrxxCgWCQBQFRcLhVaz2mffbixarZHU\/Kkq4W0J9mST5AAEk+ABNT93fgIt8ewxbdHQ7Cdc+MzEL7wyV5wClWOSAByA5c80dEfT1vXbpVvlxtQ98lS3VuFHxeOWwQkBJ5qWF889AAPE1Ri6MYFZTrRNync7\/bbQ9fLqtKA6okEn8A27zrrobFtjpcb69Coa46VHkOtR48BJGSmvcdviOTVRbQBgVjshDjcq5LMWjKFBahJHQVOtMAdBX1IHIVHQKyWxgLAklcd16bQBUUDwr4kcqqFptpuUtuMqSzFbVkrffVwoQAMkk+PLwHM8qvtaXGwWFLIGNLnbBQ7db5Vzms2+E0XH31hDac4yT6zVTedh2Jt+Cwlt+5syQUXFiQoobSjBBZxj0s\/OPuHjUGVc4rVuFphQ4+G3lOLm8J71\/BPD1+QnB+SPaaorjpVyTVxz2wj2dT1\/X18uqxRG+pdd+jenXvPd3efQe5Upx5xbrrinHFkqUpRyVE9SSetTmktU6q0PqSDq7R17l2m725zvY0uM4ULQfEeRSRkFJyCCQQQakWmCs5VU0G0pGMViuZ2vvbLMbL2BGTcLoDtH8KXFTb4ln3s0hIbmIAbcvNmQlbbn69cdSgUHz4Crn0SOgyur4RrstuuBMjW10QD85Vkl4H0IP4K5SONoNSrkVtXUCtLPgNM9123HguipuKKxjcr7O8R\/wBl1mHwiXZNKglW4U1IJxk2Kdgevk1Ub+6Gdkf9VF7+Ibj+QrkcYLR8BXz7HteQrGPD8XU\/L7LLHFU\/4R8\/uuu\/90E7JP6qiv4kuH5Cvjnb07IUjCn9zo7n7OyzSfvsVyINva8AK+G3t+Qqn7Aj\/Efl9lIcVTc2j5\/ddfme3j2SGkDud1YjaT4C1TE\/e7moye3j2T1jI3dhj22+WP8A6VceTb2\/uRXw29rxSKp+wI\/xH5fZVHFUv4R8\/uuxQ7dvZQP\/AKX4I9sKWP8A6VfR26uyirpvBb\/fDlD\/AOlXHI29vwAr4bc35CqfsCP8R+X2UhxTL+EfP7rr\/evhAOyhZoTksbnpnrQklMeFbZTjjh8h9rCQfaQPXWovaD+E81drW1yNLbGWGZpSLJCm3b1NWk3AtkYwyhBKGFfruJah4cJ51pube35Jr0mE2OoFXIsDiYbnXxVubiSaUWGngqPbmZzE8XNMl0yysuKeUolalHqST1z4565q5W7Oxc4iJEBT7t2deUHYiWuLvc5VxthI5AYwU+8cukBDLaegFTkSS9BkNy4j6mX2VBbbiDhSSOhBrd09OyPR2y5yrqHzHOzR317j3KnNKLZ4VDBFTAIUKrNxYhX6G7d0zFG9uyj30RLACXkq6KaCR1BzkevIq30LKDwq5VkFvZG24O36\/JWY5BO29rEbj7dR0PNRSMV4UkKFRAQoV5IxVVMGyk3mOKp2FqvU9oQGolzWptPRt0BwAeQzzA99eFJBqCtsGsKroaetZknYHDvAK3WE45iGCTdvh074n9WOLT5ghVlrdfUzTrYkQre40FDvMNLCinPPHp4zj1VTdT6014JTkNc1UFtxIcbSyhKVd0scSDxDJyUkdDUithJ8KqE6PFn2GPLMp52fEcMdxpeSEx8Du1JOOQBKknJ8U1qo+GMMZdzIW3Guw\/NdXVelLi2pDYpsQlLDoQHuHhe1tORv1Csb4iuQ8p59a3XFnKlrJUSfWT1qdZgBGOVTXchC+lTKUjANbCKna3Sy5iare83cb3UulkJHSvWMcqiqGK8K86ysoAWMHXUJVeFCoihXg9KoVeaVBPSpSb8z3\/VU4etSc7lwe\/6qsye6VmQH2gpmlKVVTSlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUqPChSrjKbhQmVOvOnCUp8aAX0Co5wYC5xsAoFe22H3vzplxf7FJNZX07tva7ahD92SibK6kEfak+oA\/K9p+irubaaZSEMtIQkdAlIArNZROcLuNlydXxbBE8tp2Z++9h8ND+S16cYfZ\/PWVo\/ZJIrxWxDrLL6Sh5pDiTyIUkEH6as\/Ue21tuLa5FmSmHK68A\/Ol+rHzfd9FH0Tmi7TdKPiyCZ+SoZk773Hx0H5rE9KjS4kmBJchzGVNPNHhWhQ5g1BrC2XWNcHAObqClKUoqpSlKIlKUoiUpXlSgBREUoCoLj6U9TVxaM0FqbcG5fY\/T8TLaCPjEpw8LLAPio+fkBkms\/wClezJoi1MIc1M4\/e5nVfEstMg+QSk5PvUc+Q6Vy2OcX4ZgJ7Oofd\/4W6n47AfEhdtwxwBjXFTe1pI8sX43GzfhoSfgCBzWqjk9KehqpW2fa4MGRc5sqW1cWy2u2tNJwCriz3qioEcAx0HMn1Ct2Ym3OgILQZi6JsaEjl\/gDRJ9pKcn31I6i2h221S2lF20hAKkIDaHGG+4WlI6AKbwcDy6VyMfpVoxJ7UDgOtwflcfVd7UegnEXxWZVMvzFnD4XsdDsdNlpO\/f358p2ZNkrekPrLjji1ZUpR6k1MRZIdUDnrWYdxeyU\/Gbduu210ce4ElZtsxQ41EeDbvIewKH\/FWBErnWic9bLrFeiS4yy28y8gpWhQ6gg9K7PCOJKLG29pTPvbcHQjxH57d6804j4KxHhlwirIsoOxGrT4EafDQjor0jKTgYqebOcVbsCcHAPSquR3QoV1UMgcNF57UxFh1U+jqKjt1LtnODVxxLZDszjn5rIM1tbkXvYkdGEFalZCVLJ5pSOuMZNZkbC\/w6rUVErYhrqeQG58P1pzXm02qM64h+9yXbfBU2txDxYUovFJA4G\/AnJ8SAOeT4V5nXyXJt8W1KUhESHkttoTwhSj1WrzUeQz6qlLhd5twU2qdKU73LaWWwcBKEJGAlIHID2e2pHKnFYFVfMGDLH\/38Vjsp3PcJJtxsOQ320vex1PlZe1OKWcCozEfPNQr2xHA5kVNpSAKttZfUqb5ANGqHwhAwK8vR5wTxIhSCCMghpWD96sl9nayWvUW++hLJeoTUuDLvkVD7DqQpDieMHhUDyIOOY8a607hbmbV7TpgN63lRbYm4BYigQysKCOHiHoJOMcSfprW4hiD6aVsEMZe5w2G\/lYrcYThDK6F9TNKGNabXP3JFlw8dNwSSPiEn+CV+KoJXcf8AMJP8Er8Vdl\/7a3s2f60xf4uc\/qV8\/trOzZ\/rTE\/i5z+pWCarEj\/5Z\/k77LajCsLH\/m2ebf8AqXGnjuH+Yyf4JX4qcdw\/zGT\/AASvxV2W\/trOzZ\/rTE\/i5z+pT+2s7Nn+tMT+LnP6lU9axL+zP8nfZV\/ZeF\/2tnm3\/qXGjjuP+YSf4JX4qcdw\/wAwk\/wSvxV2X\/trOzZ\/rTE\/i5z+pT+2s7Nn+tMT+LnP6lPWcS\/sz\/J32T9l4X\/a2ebf+pcZ+K4f5hK\/glfiryVXD\/MJP8Er8Vdm\/wC2t7Nn+tMX+Lnf6lP7a3s2f60xf4ud\/qU9ZxH+zP8AI\/ZV\/ZmF\/wBrZ5t\/6lxjKrh\/mEn+BV+KvhVcP8wk\/wAEr8Vdnf7a3s2f60xf4ud\/qU\/trezZ\/rTF\/i5z+pVPWcS\/sz\/J32VRhuF\/2tnm3\/qXGAquH+j5P8Cr8VfOK4\/6PlfwKvxV2f8A7azs2f60xP4uc\/qU\/trOzZ\/rTE\/i5z+pT1nEf7M\/yd9lL9nYX\/a2ebf+pcXybj4QJX8Cr8VQRcSlZbcBSpJwQRgg13F0RvnsnuLf29MaQu8WdcXW1upZEFSMpQMqOVJA6Vzp+Fb07p7TG+mm7nY7TGgyb3p8Pz1MICA+6h9xCXFAcirhCUk+ISPKoMxKdkohnjLD33HyIClJg1OYDPTyB47rEeYJWsMC4vx5DUuI+tp5pQW24g4UlQ6EHwqqvtwr5DnXSZcHBe1PpWhkMDgkpUQDw8A5Lyc8+R9tWha5JWBzqvx1rQpLra1JWghSVA4II6EV0FPN2jbHUfrXxXLVVP2b8zdHDnpte9ttjz+6kz3jKy26kpUk4IIwQfXUUEKFV65LZ1M1PvN2uqGrs2EKSgshKJSQAk80\/wDadDzHPnVtErZWWnUlKknBBGCD66uPb2R3uDt\/Poowyds3UWcNxra9uRIFx3\/mox8qhqFewrir4rpmqK4FBIwaqumZa0T12cyGGY94QIL63wShCVKGF8iOaVAEezyzVJcWE1JvSUp8aoJBE4OVx0HrDCzr8uh+B1S5xXYEt6I+AHI7imljyUk4P36gtOpIxmp7Vc6NOaiXmBa\/iUZ5lEdzhKeBUhtICyADkZ5Hn1JPWrXRc0pXjirDllbHIQDothSxvqIQ4jXn48+qrilA14NU9FwSrxqMiSlXjUmzNdsrhhc3dR1VDPlXoOAjrXw+NTVW6KErrUlO6o9\/1VOq61JTuqPf9VWZPdKyofeUzSlKqryUpSiJSlRGY0iQoIjsOOqPQISVH71N1QkNFyodKqrWldSvDKLFNwfumVJ\/DUQ6N1QBk2SV7k1Ls39Csc1tMDYyN8wqNSqg\/p6\/RQVSLNNQkdVFhWPpxUgpKknCkkH1iqEEbq8yVkguxwPgV8pSlUU0pSlESlKURKUpREpSlESlKURKUpREpSlESlKURKyrtnp5EK2fZqQ3\/fEz87J6pa\/8evsxWKq2Dt7CYsCNGQPRaaQge4AVmUTA55ceS5TiyqfDTNhb\/GdfAcvmFMUpStovPUpSlEVjbnafRKt4vsdv7fFwl0j5zZOM+4\/eJrFtbAXaOmVa5kZQyHWFp+lJrX+tXWsDXhw5r0ThSqdNSuhd\/AdPA\/opSlKw11KUpSiJSlKIh5VXNCaMuGvtTxtPwVd2lf2yQ8RkMsgjiV7eeAPEkVQV9K2g7NmlU2jRjmoXm0iRenipJxzDLZKUj3q4z7CK5ji7GzgOFvqY\/fPst8Tz+Aufgu04B4aHFWNx0cv7pt3v\/wAItp8SQ3uvdZH01YLHpO2x9N2JhDLTCOINg5WvoFOK8SScZPrHqqhbganuljcZgW9SGjIbKlOFOVp545eAqYsP+U26f7D9bVUXd\/8ARaD\/ALMf5RrU8J+jillNNjdbL2xe0PcxzbglwuNb8ieYN+5dPxx6Xa2n9b4aw6DsBG4xtexxBDWOsdLaZgORFr7lU23TJciG28\/JdWteSpSlkk8zWR9HJ76xguEqPerGSefhWM7R+hzPsP4TWTdE\/oGP21f1V7NW4bR1VJ6vPE1zCALECy+e6HF8Qoq31qmne2QEkODiDe\/W\/n1UzKmQojoaflstqUrhSFrAKiTgADxNYk7QWysbX9ld1DYoiW9S25srbKAAZiB1aV5nHyT58uhr5M\/x9X+6g\/nazPJ\/PfdXztxPwX\/oNA3G6GoJcH2y5bCzrm25Nhax69y+sODvSGPSZUO4bxKlAYYic2a7szbDN7oFyTcWtbvBXNq1T1oX3bgKVJOFA8iD5Yq87S65JW2y0krccUEpSOpJ5ACprtC6MY0lvBIZtyW4sO+IRcW+NXC22tZIc5noONKlY8OLHlVOt11hQ4T9piMxZSlOgmeUHjKAB6KAfkjOefU+yvRsDxFmIU0dU3RrgD\/L8l4XxZhEmD10tC4XexxHdYHfwO4G5V+OR4um0zrVdIDMq5KSlCFpkBbcYEZVyT8pwdOZwOfWqbLuEiY+uVLkOvvOHKnHFFSlH1k1RmZWQMGp1hKnDk10xmz+yzb9ea4IUvZe1Ibu5ny2FzYabfmphCVOnnU+wwEgEiobDaUjpU2ipsZbdY0r76BREJqIBXlI5VFSKyAFhOKyb2XP0xe3n7vRv5VdC+1lpOZfLto2\/wADUrNlfsDkiQ289HDqeNRb4c8SgBgp8c5zXPfsvDHaL28P\/t6N\/Kroz2sNO2fVWn4djv2n\/s1CfBLkLjKO8KXEKByCMYIB6+Fc\/VPdHi0JbvY\/MEc11uFhhwSo7S9szTpe+hadLa3WFrdoveK3fG37duJGSm4SVzXirSkV7idXjiUFOBRAOByBx5VdNh0DuneLeJsntAabt6ypSe5f0hA4gB4\/J6Gr1hzyzZ2I41s9GQiOhAjoYyWwEgcAIVnl0q+NutCaZu+lod4nQnFynw6haxIcSCkOqwMA4HyR9FTrMSMUZe9rRra4Y09fxNHRXKDDnTyiON7joTYyOA3H4XHrzssRDa3cs5I7SmlOXX\/+0IH9WpaTtJuLdIcu3zO0dpYsPoWw4BpOEkrbUnBwoJBHInmDkedbHJ240kkKSmC8AsYV\/fLnMZB+68wKtTWs\/YvbS3OXjXGpINkhIcQw6\/KnuJQhSzhKVHJ4cnzrTP4jihc0Pc0FxAbdkQueQGmp6AareDh6V4NrkDf+sl\/6lq2OxBbScDfSyn\/9vV+VoOxBbCcDfSyEn\/2er8rW3lhsO12oLMzqjTVyh3K1SWVONT4dzL0dxvBBUHErKSMZyc1FtGldt7upTtilx5xYIK1RbiXeAnpnhWcdPGtgeLawG3au\/wArPsteODaP\/ct\/zP8AutPh2ILYTgb6WQk\/+z1flaf2kNsH\/p0sn8Xq\/K1uTI0Foi2sqnyo62GmPTU4uU4An1\/KrzC0LoS6R0zoLKpDLmcOIlOEE55\/O86f6W1f+9d\/lZ9k\/wBDaT\/ct\/zv+604PYgtgJB30sgI\/wDZ6vytD2ILYDg76WQf\/t6vytbnr240k4tTi4LxUokk\/GXOZP8AxVTLxp\/bKzvJbvEhDD7gylpUxwuKA8QgHOPXioScZVELc8k5A6lrB+SmzgmmkOVkDSe50n3WoZ7EFsHXfSyfxer8rV3aT7OuodEW1Fq092gtNMxkzHJ6Uu2Bp498thUdR4nFEkd2tQ4c4B54zzrZK16U25v7anrS4iYG8IX3U1ZKDjkFDiyk+o1Pq230koJCoDxCRgf3y5yH7711A8WS1cespc0\/3YyPorkfCMVJJmZEGuH9+QH6rBu1Oy0\/Te8ds3Bu+6Vp1JLEBdsEeFbExSGkx+FCvQVjkEAE4yc9a06+GBURvRoQf\/40v+lOV08haPsNkuEOZborjbqXFoBU8tQwW1Z5E+quYXwwX+WjQn+7K\/6U5WsmrXV1U2RxvYW2A0HcNFtoaFtBRujAtc33J1NubtVppZiSE1dMf5IzVr2XomrpY+QK6ih91cLiHvle1gEVVJDkfVAmS77dkx7kxHSYyyyAmSU54g4pIzxkYwojmRzPjVNI8KhrHnWyDraHUdP10WqczOQ4GzhsdLja+\/I21UgtD0V1TL7a21oOFJUMEe40W6MdauV+QNYSFG\/3dmNMYicDEl1vAkKR0S6sc+Lh5BRB6AGvGhNJqvM5U25Mq+JRSPRUnk6vGQn2YIJ9oqjKZ8kgji1B2\/n0V0VTWxl82jm7jX5Gwv8Aq68ab0FcNQBMyYtUSEehx6bg\/WjwHrP36yDa9F6atKEpj2tlxY6uvJ7xZPnk9Pdiq\/FiSJbzUOFGW864oIbaaQVKUTyAAHWs27f9mq53Hu7lrp9UCPkKEJogvLH69XRA9QyfZU8dx\/h\/gal9ZxeUNJ2B1e4\/3W7\/AB2HMq3hWF41xbUdhh0ZI520a3\/E7b8zyCxBprSd61RORaNOWhyU6ogFLSMIQPNR6JHrNVHcXs4XSwwxM1JpSBcIjiftkmKjvO6OOYUQApPt6eutybba9MaHtSYNsiRrdDQchCBzWrzPipXLqcmoFp1xpy9zXbU3J7qUhRR3L4CS4PNPgfZ19VfPGI\/0iMQqMQElBRNNI3dr9XuHUuGjfABwHMle2Yb6EIW0DnT1D+33zM91vw3cOpuPguWmsdkHo7S5+jH1ucOVKhPL5keSFnr7FfTWKW5zzDyo8lC23W1FK0LGFJI6gg9DXWfcDs8aZ1Pxz9N93ZbgcqKUI\/vd0+tA+T7U\/Qa0Z7TewWpNNoc1LJsjkafFBLy2xlqYynqtKhyKkjn58PUdK9NwTjHh7jOHtsHk7OcC7oXaO7y3k4Df2SdNwDouPqsExnhuYU+LtzxE2bK3UX5B3MX21trzI1WFI8sLHWpxK8irTts4nAJq4Yz3Ekc638E2cLFqKcxOUyrrUlO6o9\/1VOZzzqTm9Ue\/6qvSe6VCEe0pmlfQCohKQSScADxq+dMbaSJqUTb8Vx2ThSWBycUP133P4fZVyON0hs0KxW18FBH2k7rfU+AVnW+2XC6vfF7dEckOeIQnOPaeg99XvaNqZDnC7e5waT1LTHpK9nEeQ+g1kKBboNsjiLb4rbDQ+agYz6z5n11M1sY6NjdX6rh67iqpnJbTDI3rufsP1qqFbdEaZth4mbY26v7t\/wC2H6DyHuFVptpplPAy2hCfJIAFe6VlNa1vuhc5NUTVBzSuLj3m6UpSpKylS8mBBmAplwmHweocbCvw1MUqlrqrXFpu02VqXLbXTc0KVHadhuK5gtLynP7E5HuGKsu87bX22JL0PhntD\/1QwsD9ifqJrL9KsPpo38rLc0nEFdSG2fMOjtfnv81rqtC21ltxBSpJwUqGCDXys43\/AEnZtQtn43HCH8ei+3yWPxj1GsWal0ddNNuFbye+iqVhD6By9QUPmmtfNTPi13C7bDMfpsRsw+y\/oefgef1VBpSlY63qUpSiJSlKIlKUoiUpSiJSlKIlKUoiVn+0SkzrVEmIUCHmUK95HOsAVkfbHUrYaOnZjnCoErjEnkQeZR7c8x7TWXRyBj8p5rmOKaJ9TSiZguWHXwO\/losiUpStqvOUpSlEUhfpaINlnSlqwG2Fke3GB9\/FYDrIm52pm3Ep07Dc4sKC5KknlkfJR9Z91Y7rVVkge+w5L0fheifTUpleLF5v8Bt+aUpSsRdMlKUoiUpSiLw50rdnbSOiNt9p1lAGPscwrl5lAJ\/DWkzg5VuZs9c2rttrYJDSwru4ojr59FNkoIP72vLPSqx5w+B42D9fi02\/Ne4eguRgxapYfeMdx4Bwv9Qo9h\/ym3X\/AGH62qou7\/6LQf8AZj\/KNVqw\/wCU26\/7D9bVUXd\/9FoP+zH+Ua9e4U\/1HR\/8KP8A5QvC+N\/9p6\/\/AI0v\/O5Ui0focz7D+E1k3RP6Bj9tX9VYytH6HM+w\/hNZN0T+gY\/bV\/VXVy\/uh8FxMf70\/FYsmf4+r\/dQfztZnk\/nvurDEz\/H1f7qD+drM8n8991eRel3\/Z4f8Rv0cvd\/QN\/tWf8AhP8Aq1at9tlvu4+kpCCElbktteBzUAGinPsyr99Wv1lkEgDNZp7ad9bl6m03pls5VAiPS3MebykpAPsDOf8AirCFoSUFJFaXgWN7MGgD+8\/AuJHyW29KTopeIaox9Wj4hjQfmLK+LaOIAmq9HIGMVbdueASKrkd4HHOvSIbALxCsYcxVWaOamkHlUgwvNTrRrLaVpZRZTKRUYDlUJs8qjJq6FhvWT+y8P\/xE7efu9G\/lV0134iqmPWmOhxaCpDvpIVwkYKT1rmZ2Xx\/+Inb393o38qulfaGbnOt2xu3SW48goc4HFt8YHpJzyyPDNclj0b5aoMZuWOA0vrZ3LM2\/hmbfqN13PDTg3DpC42Ae3Xpq3XZ3\/KfA7KmRWtRN2VhxFq0ylgR0FLzzEfvCnhGCoqHyj6\/Gr72\/uUm2bd2t6LaZNwWt15HdsYyPtq+ZzyxWI2p+mW4SEOWN12SlsBSzIUlKl45nAPIZrNe0\/wDiHbv2T386urOLMLKbUW9ocrcj3lbHBJA+r0N7NPO\/NvcPzUDXepp8CxsstxXoUmfyPEtJKEgekAUk8+YH01pb24rRc9QbBz7TaIjkqZKucBDbSOqj3w+geJJ5AVupuVbU3S0h+IsOybcVuFlB4lqRj0gEjmTyBxWqWrbwvUq3IcpkphpJSlhX4T6\/wV8rcYOxKj48p8TqGl1PAY3sF7Ahti4A2IzFwN9NBa\/Je0YHQsxHDH08Tg1zrgm17E7G1xfTlcX11Cxr2D2Zew+oYWlZdxenx9WSG41yYU4THQ+vKWlNoPJOFKAUrGVAnPQAdEnF3mDMah2fTUEw1ICnHjMDIQrJBSEJbUTywc8uuK072E2Xu963Lt99U0sWKyPpnKlKHJTyDxNtes8YBOPmg9Mitxl2\/UK7uJQ1AhuAOE\/FUxUkqxjiBWeYB5175S8Qt4miFdHT9k3Ye1mzd\/ut8PguLqOGH8LSupZa71pzvaJyZMl\/4bZ39L20tdS+un7fH0vMduS0JaHAEcaVEF0rHACEkE5VgciPaOtQNvFWxzTiHrW6haXHVKe4ElKQ5gcgCpXLh4cekcjnnnXncq5Ktej5clm2LnyFuMMxmUkD7et1CW1ElKgkJWUqzwnGOhr1oN5+4aYSLrbTFlqW43NbUri43M+kri4EE5BGcpBByPCr4hcHGY2sbDv0v8tRb4rG7eMu7AXzDU9LHQa7X0Ol1UdT3GTa7JIlQS2JKihlhTgyhLjiwhKlDxSCoEjyFa\/2q6a51nuFN0lt38UZj2YMv3q73JsOAlx5aVJCVJV3rxLLwAwkI4ASrhKG6zqmyWnSzEiXabHMkl9SS4zHc4lcgcEBawMeoHPPpU7AloMD7IM2Sawp1JWplaEpeyM8iOLry5c\/GsR9DFPUiedoeALNaRcAk6usdCbaC403V18j+y7Nji0XubEgnTQXGthqe\/642v8Aa7vpDUUQtXIyDN4126atlCFtvIA4o7oQAlSFgkjhSkYSrI4glVZTts1Fyt0W4tJIRKYQ+kHwCkgj8NWFfJV2vF8jS5NsMV6M061Z7Y662t96Q6nhVJeCCoNttpyB6RzxHODwirlGmdMT7dBsc0NTE25tCEI785BQkJyQk\/eNWoaSKkrHimsGloLmj3Q+52toCW2uABrqdSkUkklN\/W3945S69y2w3vrbNe1+W2irMn8+iftx\/m11yo+GB\/y0aE\/3aX\/SnK6p\/FmIYgRYzSW2mnOBCE9EpDa8CuV3wv8A\/lo0J\/u0v+lOVuqT96FhVv7krTSy9BV1MD0RVrWTomrqjj0RXc0PurzLET7a9qFeF1FXUNVbArXNUs90x1rOmjbX8Z+xVquk54BSG23n+HvFpAHPAJGcAYHPwFYQZSFy2G1dFOJB+kVni0y24FxYlupUUNKyQnrjGKy4RUNoqqSk\/ehhyWt71jbQ6b23RgpJMRpI6\/8AcmRucnT2Mzc2o1Gl9lt\/tnpTbjTlrM3SXcvrKR38x9QVIHLoonHAPUABVTu+tWWeJi1JDq+neq+SPYPGsF6JvNuekuTETmksJZUXFKXwhPMfKz0qec3Ft89x+NYcvFnAU+tOEZOfkg8z08fv18JY1gWP4jXVFXXNlkcy3aPkB9m5sA4nbXQDpsLL7cw6k4foH09BhsseSUXia0ts4AEki3vWAJJ89Ve8uZKnPF+W+pxZ8VHp7PKsWXi9QV6mnQQ\/3chp7hCVcsnA5pNZB0TEut+hEtpW+4XVcS1dEjl1PQVj3dnZzWdpuk3U8aKm4wH1BxaouVLZ5DPEjGcAjqMjHXFb\/wBG+B4Ri+LTYXi1SIXOZaN1wLvzCw10NxfS4J5G61\/HfFGKcGU8dZhUAmyvtIyx\/d2NyLatsQNbEDmLK\/dGbo3y2vx7Xc83CKtQbSVqw6jJ5el4j1H6ald7r5LvuhbizLSj4vxNYZAynm6kc\/PkawpYNaT7NJZckt\/G22VpWEqVwq5Hpxc\/v5pqjXV91Soty3gzEyCmM0cI5dCfFR9v3q9PwT0J43hvFVNWnIIIXskLwfeyuByhu4cba3AHeV5pxX6YeFsY4fmbSRvFRPG9hZl9wuaRmLvdI1uC32jzAWjmrLOjS2s7rYmQUsxZJ7oE5IbUApH\/AEqFTtue4kjnVZ37YaY3KW43jifhsOLx90Mp\/AkVbtrUcCvWJYxT1kkTdg428LrziOQ1VBDO7ctBPjbVV5KspzUrN+Z7\/qqO38moE35nv+qsiQ+wseEe0sy6O0JGsaET7ilL08jI8Us+oeZ9f0Vd9KV0DGNjGVq8cq6uatlM0xuT8u4JSlKmsZKV5WtDaStxQSlIySTgAVQbjrvTFtJQ5cUvOD5jA4\/vjl9+oue1mrjZXoaaapOWFpce4XVwUqxH92bUg4j2yU561KSn8dQU7uRifSsbgHmHwf8A5atesxdVsm4BiThcRHzH3WQaVZcbdWwukCRFlsZ6nhCgPoNXFbdR2O7gfY+5suqV0QTwr\/enBqbZWP8AdKxKjDaulF5YyB1tp57KpUpSriwkrw8y1IaWw+2lxtwFKkqGQQfA17pRASDcLFOtdBLtPHdLQhS4fVxvqWfX60\/gqyq2KUlKgUqAIIwQfEVibXujfsK8bpbmz8ReV6SB\/wBio+H7E+H0eVa2ppsvts2Xe8P48agilqj7XI9e49\/18d7OpSlYK7BKUpREpSlESlKURKUpREpSlESvqFrbWlxtRSpJylQOCD518pRN1kLTu6BabRE1C0pzHISWxk4\/XJ8faPoq8Y+rtMyU8Td8iJH\/AOo4Gz\/1YrBlKymVkjBY6rm6vhejqXl7LsJ6beX2Wc5Gr9MRklTl8iKA8G3A4foTmrM1Huet9tcTT7S2geRkODCsfrR4e0\/RWP6UfWSPFhoq0nDFHTPzvu89+3l919UpS1Fa1FSlHJJOSTXylKxV0aUpSiJSlKIlKUoi+KGRWb+zNrhmDOl6GnucInLMqEonl3oThaPaUgEfsT51hGvjT0iJIblxHltPMrDjbiDhSFA5BB881p8ewiPHKCSik0zbHoRqD579y6DhfH5uGcVixKEXynUfiadCPiNuhsVu5abXNi68nXZ5rESRDKEOZGOIFvkfI8j9FWxu4tK7tBKegjkf9Rqm7Sb5WvWDDNj1LIahXxACQVEIbl+RQegV5p+j1X3qbSMLUqUOPPOMvtJKW1p5gePMeNcPhHH9fw3VQYNjkTY4Y25S4NcSQBZrhrYja9gT3DZepY56LsK4xoqniHhqZ0tRM7OGOc0AFxu9p9m4dqbAkDbUjVWDaP0OZ9h\/Caybon9Ax+2r+qrTiaIu0RhMfvY6+DICgojPP2Vd+no79ptgiPhJc41K9E5GDXqlZ6QeGoKXtfW2usBo25ce6w1\/Wtl4rReirjCqrOwFC9tyRd1mtHeXE2t4XvyurBuGkb+1q77JiCVxl3AO8aFA4T3mckdelZEvl2t1ngyrxc5aI8OEyp595ZwlCEjJNQ7rdrdZ4T11vE9iHFZHE688sIQkesmtO9\/N+ntyHDpTSanWNOsrCnXSClc5YPIkdQ2OoSeZOCfADxSq4ixf0iN\/Zhja2APzF4BBsL2GpIvY7Dn0C+h6ThXAfRK79siZz6l0eVsZc0guNsx0aDluNzsNNSQsa7hawl7j67umrZKSlEp7hjN4\/O2E+i2n28IGfMkmvNtj8IHKpOBAwR6NV+MwEJr1LD6NlLE2KMWa0ADwC8KxXEZK6d88pu5xJJ6km5UyySjmKqkSV4E1TUjAr0lRScg1tmuyrn5oRKO9XPGfBxzqpsuA4q1Ic3BCVHnVdiSQoDnWYx4K56qpyw6hVtpWRUyjnUhHdz41PNq5VlNN1ppG2Kyp2YP0xO3v7uxv5VdMt9vz+0\/sHfwprmb2YP0xO3v7uxv5VdMt9vz+0\/sHfwprncQ\/1pD4H811mDf6lqP8Q\/8AqsU1sDtU4EaFtSMZ7xb6fZ9sWfqrX6s+7X4\/MRZc5\/PZHTP3bnlWPj3\/AIYf4h9Cthwz\/wCLd\/hP1CuRGnLE3cHbom1xzLeJK3VJ4lHIwevTl5VRdTaU26ixJWo9QaYtRREbU886YqOIgeeB6RPTnUbVOubFpuy3C6fGkSnoKgx8WacysyFD0GyPAnr7ATWAtVbi6v1nZhZNVstWqBFc+NTpKOJCXGx8lJBJB58+XU45cq8g4n4nwzCmerzASSuBLGWzXN7AW11J0sNTa29l6thWGVE16jN2cbfedfLYbn5fULNe5m6O3uw+372u9ayDadO29bLK1RYanO7LqwhADbYJ+UodByqeZ3L0rIYZlMqua2pDSHm1ItclQUhaQpJBCCOhFULfBhmbtbKbeuaICFLjHv1QUywn008u6XyOfPwqxrxc3o9xcYbvt6SlCUJAYtAUjHAPkkK6V17ZafKImOGcalvMNOxtbYkEb8lorTF5c5hycnaWJ5je9xoTpzGp1WUdZbg6I05t1ede6wkSIumrbFW9PdehvJWGhyOG+HjOSQBgc6krJuvt6\/YbXcNOrmvWq4QmZ0FyPbXyhbDqAtBHo5GQoEg8xnnzqWuLq5W0N5U9drvGK4ryTLudvC3kAjGe5PJSfAA+urHu9yfj\/EGU6ku7gTbYg7yPZQEL+0p9LAICc9eHwzjwqvaw\/u8wz725267bX03+CASZr5Dk\/Fpa\/Te97a7W71m2yXuHf4Xx+C3JQ1xlA+MR1sqJGOYCwCRz69KiyJMRcJJmHgalcLOMnmVkJAyOYyTjNULbmQ7J02hx2TdXz3hHHcY\/crxwp+Qn7jyPPxqxdwN04tnnQbNbQJa4XC9KAOEpcQ42tKc+foLBHhkesVbllbE3M8XCG4F27rJdu0\/pi0vKjW+1Q2X3E94s92C4sZxlSjkq5+Zr7BgabgXZ5qCzFRcVt\/GXEg5d7taiOLnzCSpJ9WQawZpvca7xtQTNQ3QCVJehuxUJSQhCFKeawcAcwCT6\/XVLVu1c9PT7hqOTHEqX9gTBjJJPAC0HnQV884IaUOXiqsKmrITeOJtmg2FvhrYeJ8lfkZIRnebk\/wA\/5LZWT+fRP24\/za65VfC\/\/wCWfQn+7S\/6U5XUOyLW7ZLC44oqUploknxPcKrmj8LfY2pu6Wjrs9fLbEEXT3d\/F3nT37vFLcyUIAJIA5k+qt3h153tc0bi\/wArrV4nI2CB2c8wPjey0gsnRNXXG+SKk7K1oi23PgenXK8wktEhTLKYhLuenpFZ4ceOAfVVab1BEZtzkCHZITZW5xiS4FOPpAVlKQSeEYAA5JGeea76jjaxvtuH1+mnzXllfO6WT+rYSNNTpv3Gx08F5iW+dc5AiW6E\/KfUCQ2y2Vqx54FRlWGY3DXNlPRIyG3e5Uh2QgO8QVhX2vPHyzz5VBm6svs2UZrtyeS8Ud1xNHuhwZzwgIwAM+FUZ15xxRUVEknJJ6msx0kQ2ufl9\/qsNkVQ4jMQ3bqfHXT6K4JcXSdsuLaXL7JuMdLfGtcKPwEOg8kguEcsfOx7qyjFkNTIrMtg5beQlxB9RGRWB3ELXWRttL6l6CbDJX9ujZUySflNnnj2g59xrZ4TWNE5jIADtvEeKxcRonCASZi4t3vbbroAFe+SOQPWrs0J0mf8H11adXZoTpM\/4PrrQelb\/ZKq\/wDR\/wDI1dx6Ev8Abmi\/\/p\/8T1kbTmr77pZ7vLXLIbUcrYX6Ta\/aPP1jBrJruurje7ey4w2IaHmwVhCsqJ8eflViaftkO42Xu5TIUe8VhQ5KHToax3rnW17hTJGlLc+YsWGe5K2zhxwYzzV4degr5A4d4NqOPsTOH0GVj2e09ztg24F9NSbkWHzA1X1r6QOLcJ4QoxiFdGXOLsrQ0auNiRc7AabnblfZWNP\/AMOk\/ty\/5RqBQkk5J51bO4eso2idNSLq4sGUsFqI31K3SOXLyHU+oV9+OeykgzSHRo1Pgvz8ZG+tqMkQ9p50HiVrtu1cvsxuZd3UK4m47iIqMeHAgJV\/1cVSdtRgCqPEbekPKkSFqcdcUVrWo5KlE5JJ881cUJngSOVeXNeaiZ05\/iJPmV7HIxtNTspm\/wAIA8hZT7fSoE35nv8AqqOgcqgTfme\/6qypPcWLH7y2UpSldIvEEq1NT7gW6xFUSGBLmJ5FIPoIP64+fqH3qo2uteKbU5ZbI9hQyl+Qk9PNKfrNY4JJOSck1gT1eU5Y12OC8N9u0VFZsdm9fH7KqXnUt6vqybhNWpsnIZT6LafYPx86pdK+LWltBWs4SkZJ9Va9zi43K7iKGOFoZE0AdAvtKlo05qZ6TDbhRzyspwnl+H3VAk361RVd2qUlbmcBDYK1E+XKrZe0C5KviN5OUDVVCgJBBBwRUi7dHIzQkTbNdYsc\/wDbvQ1Jb+mpmNLjTG++ivIdR0yk0D2uNgUMbgLkaK7rDuHe7QoNS3DOjchwOq9JI9Suv05rJ9j1Da9QxvjFufyU\/LbVyWg+sfX0rA9TNuuM21S0TYD6mnmzyI8R5EeIrNhqnR6O1C5rFOHaetBfCMj+7Y+I\/MfNbBUqgaS1XF1NDzgNS2gO+az\/ANQ9R+9VfraNcHjM1edVFPJSyGKUWcEqFKisTYzkSU2HGnUlC0noQai0qqtAlpuN1grU1gf07dXILmVNn02Vn56D09\/gapNZk1\/p8XqyrfZbBlQwXWz4lPzk+8DPtArDdaeoi7J9hsvVMExH9pUoe7326H7\/AB+6UpSrC3CUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlfCAa+0oigOshQIIq+NLb57kaQCI7d0TdIaE8Ij3BJdCR6lghY+nHqqziM14U2DWBXYbSYlH2VXGHjvF\/Lp8FssMxivwaXt6CV0burSRfx6juOizSz2ubo2jEvQsdxfm1NUkfQUGqddu1zqx5pSLNpK2xFkEBb7q3uH14HDWIlMJPVNePiqPKucHAmBNdmFOPNxHley7B3pQ4pezI6rNu5rAfMNumrNZ6318+l3Vd\/lTkoUVtskhDLZ\/WtpwkHwzjNUqNbQD8mqsmMgdBUVLQHhXSU1DDSsEcLQ1o5AWHkFxtXidTXSGaoeXOO5JJJ+J1UuxGDY6VNpSBX0JAr7WYAAsAkndKUpUlROnMVOw7gplQSs8vOpKlVDi3ZW5Imyizld0GclYHpVWo7wUOtY9jynY6soPLyq4bbeW14SpWD5VmRTA6Fc7XYc5ntN1Cz32XTntEbe\/u7G\/lV0032\/P7T+wd\/CmuX3ZVloc7RW3aQrrfo38qunW\/Vs1hc7pYWNN21bsb4vMVJkiC7KDTg4O6QUtqBHGSrnzxitLXvb+04S42Fj9Ctvg0L3YROxouS4f8A1WMKyn\/ZAtG1+yDOtL0t7uYHxjgbYYU8666pbgQhLaQVKJJHIDpk1gHUkDtDWu5mJp\/bNd7iBtKhLTBejgqI5p4Fr4uXn41X9Obq9r3TVnYs0LYKK4ywVlKnWXSo8Sio5w6B1NXcVof2hTBkUrNTf32g2seux8QpYPVHDapzp4n7EaMcRe46CxC1t1L2vr\/cbTdrnZto9TsXxx5YjuO2l8OuhRP2wrAKQSOqsAjJAHjWCdTdoDtPal09+Z1zSV6it8fGHW7ZKWtPs4wr7+ceGK6N\/wBnPtj\/APd9gfwD35an9nPtj\/8Ad9gfwD35atFhfCtDgw\/\/AAaeBpvmvna52ba+Zxc4He1jpckak321TicFe7PXGeXS1nMfYDfLlADSL73BvpfQC2c9eapj6Q23Rf7k\/cmkNNxkrXBZDj4KikcklSfE8+dWvdbiuRPckNal1Oyh0JWlDS0JSkFIPId8MfRWM1b49sVQ4Vdnu3keRjvflq8ne7thk5PZ5t3\/AC735asRnCs7Kp1UJY7ua1tu0HIk7Zrc+QB6k6W3B4nozA2IQyZgSb9m7UG1hbLysefPYc88ruzWntuLhepcq\/8AdxGXHluvoD0vA8UJCiCPLn58xVrXS8fZJUS4xtRamYalQo7yUt8LeQpsHKkl5JSo55jHXz61jE75dsYjB7PkDH7Q9+Wr4d7+2Go5V2ercT64735apf6Lz+s+sdqz3ctu0HW+2a3yv32Uf9JqTsez7KS9737N21trZfz+C2M0LxGxhSpF1fKnSe8uKgpxXIc04Ur0fLn51rlq+z3V7VN0fZtktxtT7xStLKikjiXjBxXob59sYDA7PsDH7Q9+Wr7\/AGc+2P8A932B\/APflquTcNzzMymSP\/O37qx\/pDTf7uT\/ANt\/2SJaLqha+O2S05PLLKhn7a2fLyBPuPlVu6osV7eiSEM2ectXxR4YTHWTkx5YA6eZA94q4v7OfbH\/AO77A\/gHvy1P7OfbH\/7vsD+Ae\/LVgwcHTQEkTRm\/99v3V9\/FFO8W7KT\/ANt\/2WyNhBFisKSMFLLaSPIhlQIrl78L\/wD5Z9Cf7tL\/AKU5W\/O3mud6dQ6rgQNa6MiQLYQtx19q3SGC2r4slQ9JxxSSO8WtvGMng4hyIrQT4YFXDvRoT\/dpf9Kcq7DSOopWxOINhyN1enqW1dO6RoI15iy01tAKkjFXHHYJSM1bNmeAAq6o7oKRzrsaIAt1XnmIZmvK9fFwK+FtKajFXjUFaq2NgNlrmkndQ1gY6VCRIkQpCJcR1TTzR4kLT1Br2o1BcINRPUK8wcisoaX15b72lESctEWd04VHCXPWkn8H4ayNpe9RbU66iWFBD3D6Y58JGeo99auvtg86noGtdV2VAZh3Ra2k9G3gHAPUM8wPVmp4m+mxzD5MMxRpMbwLlpsdCCD4ggHp1CysDkrOGsUixjB3ASxkkBwu3UEEeBBI69CCt67XrHT1i06mXNuCCHHFFtts8S19Og+s4FYe1HdkXy+TLs2yWkyXCtKCckDpz+isBq3k1g2nh+JWpR81MuZ+8uqNdd09e3FCmkXBqGlQwfizISfco5I+muV4L4VwLgWaaspnySzSaEkAANvcAAachcm97aWGi6njjijHfSB2cNSyOKJpzWBJu61iSSL8zYaWvrc6rMerdc6e0ZEMi7SwXVA91Gbwp1w+oeA9ZwK1s1hqm869vJudz+1tN5TGjJJKGUeQ8yccz4+zAEN2I\/KfVJlvOvOrOVLcUVKUfWTzNRmYSE+FdDiWJT4mchGVnTr4rTYThVNhAztOaQ8+ngOX1UtCh8IGRVUbQAAAKIbA5AVFAArEYwMC2LnF5uV9HKpab8z3\/VUzUtN+Z7\/qpJ7pVWe8tlKtDcLVKrLBFuhOYmS0n0gcFtvxV7T0Hv8AKrseebjsuPuq4UNpK1HyAGTWBr7dnr3dZFye5d6v0U\/coHJI+it1VS9myw3K8x4cw0V1T2kg9hmvieQ\/NSBJJyaUqBLnw4KOOXIQ0D04jzPsHjWoJAFyvTA0uNgFHqDMU0I6w88ltChgqUccvH34qmP6mYQwqTHgTH2UEBToaIbBPQFRq+dPaGg2uyK13uRb1S3XcJt9oPMAq+QCnxUr18gMk+qDX9qcsevXoAoVMraFofNuTYAe8T0A+pOgVJ0JotGv3DJuVyTbLAyotMtNrSh6UR1xnokeePV54zlYNG6X0u0hqxWWNG4RjvAnicV7VnKj9NW\/t5ImXK2MXW36Ps9ghSU8baGk5cWjwJCUpAz1HM1fPtrZ0dOxrBIdSedvpfYLz\/H8Vqamd0JcWsGmUEWHjbQnqbn4bIpKVJKVAEEYIPQisZ692ihzw5ftHIat10QOJbKRwsSR5KT0SfWPf51e9iusu9squPxVEeC4oiNxElx1AOA4fBIPUDmcYPLpVVIB5EZrIkjjqG+0P13LV0tZU4VPmhdZw3G4PcRsf1zWr0S4B192DLaVGnR1FD0dzkpKh1x5ipysrbsWfQ020F7UM6FbLgE\/3lLUQl5K\/DGPSUnPUYPurCNsn3K8oTaLYx31zJLa1p\/Om0jq6pfQJxzz0rTyj1d\/ZuN+nXy6\/Vel4bWtxSnNQ1pYBvfbxB5jrzHPkTclousuy3Bq4wl8LjR6eCh4pPqNZys91jXq3M3KKrKHk5IzzSrxSfWDWAr3pybpNm03RN3fuFtuyywHH2+E8YGUrT48KsEjPhz8avna29qjz3bG8v7VJBcaB8HAOePaB96sujmLX9m4WWi4joIq6k9dgNy2+u1wDYgg63B1\/wC6yjSlK2y86XwgEYIyDWDtX2gWXUEqG2jhZUrvWh+sVzA93Me6s5Vjzdq3gswbqlPNKlMLPqPpJ\/AqsSsZmjv0XR8MVZgreyOzxb47j7fFY3pSlapelJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlMDypSiJSlKIlKUoiUpSiJSlKIh5V4CnVOJQwlanFkJQlAJKiegAHU17CStSUAgFRAyo4A9prqt2QuyBtRsizB1\/r6dH1LrcpRIYcDC1w7UrGftAI9NfP89I8BwhPU4lXVtpGZnbnYLJpqV1U7KNuax72Guwxr2JeLNvXu5IladEBbc+yWhsJExa+qXZAUCGk4wQ2RxHPpcOMHoh9jpn+n5\/7xj8nVO\/N3pr\/PF\/wKvxU\/N3pr\/PF\/wKvxVydTUS1T88i6OlpYqRmSIWvuqj9jpn+n5\/7xj8nT7HTP9Pz\/AN4x+Tqnfm701\/ni\/wCBV+Kn5u9Nf54v+BV+KsexWSqj9jpn+n5\/7xj8nUCY2q3x1ypmpZrTSBkqUhj6B9r5n1VK\/m701\/ni\/wCBV+KqJeLho++Ph6dfLiQn5DaUYQj2DgoGnml1H\/Nhav8AWC7\/APLsfk6fmwtX+sF3\/wCXY\/J1SPiW33+l7l+9\/wDsp8S2+\/0vcv3v\/wBlSyhUuqv+bC1f6wXf\/l2PydPzYWr\/AFgu\/wDy7H5OqR8S2+\/0vcv3v\/2U+Jbff6XuX73\/AOymUJdXbaZTV6ZLsDUs5XCcKQpDAUn2ju6n\/sdM\/wBPz\/3jH5OrKhfmIt8hMqFfro06jopKR9HyOYq4xrvTQABmuH19yr8VRLeirdVL7HTP9Pz\/AN4x+Tp9jpn+n5\/7xj8nVO\/N3pr\/ADxf8Cr8VPzd6a\/zxf8AAq\/FSxRVH7HTP9Pz\/wB4x+TrUXt5diC+9pKDb9b6J1Q4rV2nYaoseBP7tEecwVlZbC0pT3bnEo4UrKT0OPlDan83emv88X\/Aq\/FT83emv88X\/Aq\/FUmFzHZmqL2Nkblcvz4XKx6j0Pfpel9XWWZaLtbnSzJhy2i260oeBB8PI9COY5VVoM8KSOddh+01sBsX2mrIU6hKrXqaK13du1BFiH4ywASQ25yHetZJ9BR5ZJSUk5rkFrrRVx2y13etBXO4RJsmyS1RXJEVRLTuMEKTkAjII5EZByD0rpMOrc+nNcfi2G9n7XIqZQ+FAc6KXmqfGeJSBmpgucq6Rj8wXKuiyle1rHSoC118U5UFblCVdYxfVqHSpdzBotyoKl1AlZLGFeHEJOeVQFNJqKtyoSlk1aICzI2uUMoApwivtKhosprbboABSlKKaVLTfme\/6qmalpvzPf8AVVuT3Sps95Zh3O1E3a7Gu2MqUZc4pbSlPLCCSSSfLCVf+SM4UcvJ+MMNsRHHGXnS18ZIIbyCOIJPjgkD2kVkbeyMt96IWFYe+KPoR7VFP4qx\/qyeblAsCrFZZrdvtNpS6kpQe7LgWC5xqHLAU2c55lXuq9XyO7Q67W\/X67louF4I4qKKzb9oXXJNraG3nYWHjdRmWbvfbu1pvTUYPz3RxLWr87jo8VrP\/n38hWW9MbRaQ0lGN4v4RdJ7LZdflzPSbbwMqKUHkAPM5PLqKmNodHJ0tphubMbSbrdgJUpzHpAK5pRn1A9PMmm6Lzk8WTRaXiw3qKcGJD2cAMNjjWgH7pXIDz51djgDI+3lF3ch0vt8epWsxDF5K6r\/AGfSPyxi+Zw3IGrj4AA2HPnupKwW17cW7savu0buNPW9ZNkt5SEh1Q5fGHE\/yR\/5N23S1m8XdhEpOYkRlauH7p1wFOfVwp4h\/wAZ8qqqUxoMVLSAhmPHQEpHRKEgYA9QAr0hOMqPVXM1nxQhjddSdT3\/AK5Ll6qvfNJmYMrQCGjoPueZ5k3VJv1wRpjS0u4MtpSIMYqQkD0QQMDl5ZxVYBCgFDoRmrf3ChLuGh77FaGVmC8tA81JSVAfSKndMTxdNOWy4A5EiI079KAfrqQce0Le4fn\/ACVp0TTStmG+Yg+QI\/NUPXkzVUG1tWzRbMeI4vCVz5BShiK2AT0IPPCfLA9pFU\/aNevTZnTrGOV94+pbUh98l5aCPuSDyz0+Ty8KvqTFjzG+5ktJcb4kr4VDIJByPvgVFqPYky9rmPhyV4Yg0UZpOzbcm+a3ted\/lt3XN1Ye5MlM9g2JGnF3RT6kxB9uQ1xOOgngQooWQQhJWVeiEjxzyqV2z0baGrA9b7laGyu3XKUxwFxS0OALykrHJLpAOApSfm+FX8uBHXJZklA4mVqcHL56k8Of3pI9lQ7TCMCIppQAUt555WPNbil\/\/Nj3VD1e83aO18le\/aRZQ+qxXGoO53177fLn3Kyt8oDcnbyW8lADkFxqQyQPkqCwP5JUKxjap64cuJcmiQWloeGPUQayvvQ+2xt1di4oDjbSgeslaQPw1h2KkojNIV1ShIP0Vh1WlRcdB9Sut4ZHaYYWP2zuHm1t1sa04h5pDzSgpDiQpJHiD0Ne6o2jnzI0xbVk5IjpR+99H6qrNbdpzAFecTxdjK6PoSPIpVva+iiVpSaCMloJdHqwofVmrhqn6hZ+MWG4s+KoroHt4TiqSDMwhXKKTsqmN\/Rw+qwJSlK0S9kSlKURKU616U24j5aFJz5jFEuvNKUoiUr6lKlnhQkqPkBmikqSeFSSD5EURfKUpREpXpLbiwShtSgOpAzXmiXSlKURKV6LbiU8Sm1BJ8SOVeaJe6UpX0AqOEgknwFEXylfVIWg4WgpPrGK+URKUpREpSlESlKURKUpREpSlESlKURKUpREpSlEXxQyKyHYO0nvxpKzR9P6d3Nu8WBET3bDKih0NJ8EpLiVEJHgM4HhWPa8lINQfG2QWcLqTHuYbtNlkp3tcdpkfJ3auo\/9yx+TqCe1z2nf1Xbt\/Asfk6xyWs+Fee5HlWOaSI\/wjyWQKyUcysjf23Pad\/Vdu38Ex+Tp\/bc9p39V27fwTH5Osc9wn7mncJ+5qnqcX4Qpeuy9VlWB2yO0jHUEztybjJR4nu2Uq+kIx96rihdr\/eaZyVundY6\/uXWmR9\/gxWCO4T9zTuE\/c1IUsY\/hHksOfNNqHuae4n6bLYxHaZ36eTxM7qXFQPQhDJ\/+Sh7SfaC8Nz7n\/Bs\/1K13ZW\/HOWHVtn9aSKqLF\/ujOApwOD9cOdXW01Od2BaySGvb+7mJ+JCzmrtKdoT9VC5\/wbP9SvB7S3aG\/VRun8Gz\/UrDzWqVnk8yR7OdTKNQxV9SR7RUxR0x5DyWK6bE493O8ysqK7TPaHHTdG6fwTP9SoSu032iR03Sun8Gz\/UrGousZfRaaGayeihVfUIPwjyURX1o3e7zKyOrtPdoodN07p\/BM\/1Khq7UHaLHTdO6fwTP9SscqktnxFQ1SEHxFU\/Z8H4R5K63EKv8Z8ysjK7UfaMH\/pUun8Ez\/UqGrtS9o79VW6\/wTP8AUrHKnkHyqCt1HmKiaCH8I8lebiFV+I+ZWRn+1F2jH2VsObrXgJcSUkoS0hWD5KSgEH1g5rFznxmXJdmTZDkiQ+suOuurK1rUTkqUo8ySfE1GU6nzFQy6kVJlLHH7ospPqJphZ5JUZshIAr2p0Y61JqkDzqEqR66yQQ1WRCXG6m1veuoK3fXUqp8npXguKPjUS9ZDKcqOp311CU4T0qHmlQLrrKbCBuhJNKUqKugAbJSlKKqUpSiJUtN+Z7\/qqZqWm\/M9\/wBVW5PdKmz3lkXdoH7JQD4dwr+VWNkW7v7paLOmbLbhXS7x2ZEVL6gwoLX6RKM4ycVlXdyIot26ckeilTjSj6zgj8CqxHe7kLQ5bbinJdiT2ZTaR4ls8VXq8APcXLTcNEy4fG2PexHxubfdbU4A5AYA5CqDrfTDOrLC5bluKZfaWmRFfR8ph9PyVj2fgJqtsPtSmG5LKgpt1IWhQ8UkZBr3W5c1sjcrtivNYpZKaUSMNnNPzWPNC6g1BrZ1Ee9Q3IqLAssT1DkmXNQrAA\/WpACyPulJ8BzyHWMdM6ga20claX1uDFbelvSot1DajHld4riIUQDwLHiD+LNWmbnx7i4YGg7c5fpZ5F8ZbiMnzW4Rzx1wnJPSsOCdjGAPd7XMc\/L9X3W6xGgmnqC6njtFuCNGW65joNepuPd5WV06gksQrDcZcogMsxHnHCfuQgk1SNtWnGNDWRh0YWmCwSPLLYOKoL+htUarjKb1nqyWtp4elCtyRHjhP3JJBU4PbV5m3vMWwxoUj4q62kd0tICgnhGACDyIx4fgPOr7M7n5yLC2nVYU3Yw04p2SBxLrkgGwsLDcAnc305aXVRUoJBUo4AGSap9nvcW9tLfhtPJaTjhU6AkqBGQeHPEAQQRxAciKtKNuhBiaiGi9Xtx4c5aBiS05mM7xD0QeLBbJHgcj11iPde7ajb3QmK065PjOMJZitGGVpK8IBx6PX5XTyrGqa9kDM7ddbEc1ssM4dmrpjTyewS3O1x90i4263vvy6LZmhIAyTgCtf2dzNyYEuRbo15hXJEPgacdlRglRd4AVpyjGeFRKc+OKg3PXe5N8ZVFk3iHb2XBhZhtEOEepRPo+0c6r+0GEaNN\/h97K63hGsLhd7Mp53O3ha\/yVW3m1MzqG8xNG25fetQnRJnqSfRBAPC2fM8ySPWPI4tqpaDb49vbKGASpZKlrUcqWrzJ8amawS5z3GR+5+Xcu1paaOip2U0WzefUnc\/rlZZr0GCNJ2\/P3Cv5Zq4KpOlIyomm7aysYUI6FEHwKhn66q1b2MWYB3LyOucH1UjhzcfqUqVuhAtksn\/1Dn8k1NVTNSvfF9PXJ3OCIroHtKSB9+quNmkq1TtL5WtHMj6rA9KUrQr2hKUpRFe2hbRGVGVdXm0rdKyhvIzwgdT7aumXCizmFRpTKXG1DBBH4PKrH0jqWPakLgTypLK1caFgZ4D45Hlyq452r7LEYLjMlMhzHoob8T6z4VsoXxiKx+K5Svp6p1USAT0I\/Wix9cYnxGfIhhXEGXFIBPiAalqiyZDkuQ7KdI43VlaseZNQq1xtfRdSwODQHbrKdhtEW1QGkNNp7xaApxzHNRI8\/KpfVNnjXG2PPltIfjtlxC8c+XMj2GpKwawt7sRuPcXgw+2kJKlD0VgeOfA1A1Nq2EuE7b7a73y3hwLWB6KUnqPWSK2Zki7K3JcmynqxV3IN778vPorIqfsVvTdLrHhLOELUSv9iASfwVIVM26c7bZzM5nmppWceY6Ee8ZrWNsHDNsuqmDjG4M3sbeKywxHYjNJYjsobbQMBKRgCrM13aYsbublHbDanVlDgSMAnGQfb1zVfjatsUhgPKmpZOPSQ4CFD8fuq0tWaiavLrceID8XZJIURgrV548q2NQ+Mx2BXM4bBUsqQSCBzurfq59D2mNOkvTJTYcEfh4Eq5jiOeZ+irYqt6Wv6LJKWJCSqO+AF8PVJHQ+usKEtDwXbLf1zZH07mxbrI7jLTzamXW0rQoYKVDIIrGOpba3aru7GZGGiAtA8gfD6c1fT2rLC0wXxPS5yyEIBKj7vD31j28XJd2uL05aeELOEpz8lI5AVlVbmOaAN1qMGhnjkcXAhtufVSdZE0dZ40S2NTlNpVIkJ4isjmlJ6AVjury0rquHFhottycLfd5DbhGRjyPlVilc1r\/aWdi0cskFouutuiue62qJdoi40ltJJB4F45oV4EGsTrSULUg9UkishXjWNsixlpgPpkSFAhHCPRSfMn6qx4SSSSeZ51OrcxxGXdWcGimjY7tAQOV\/mlKUrEW6SlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURK9Bax0WfprzSioQDuvffuj\/tDX34w792ah0qtyo9mzoonfu\/dV875z7qvFKXKdmzovRcWeqq+cSj1Jr5SqXKrlaOSUpSilZKUpREpSlESlKURKUpREpSlESpab8z3\/VUzUtN+Z7\/qq3J7pU2e8s5a\/trlz0xKSyjidj4kIHnw9f8ApzWOtn9FWnVsGdqu+qRMfK3YLUQ54Iw4QFZ81EK+g+fTMykpWkoUAUqGCD4isGTvzRbTaxmStPN\/GIE1QdehLOO9QScKSfBQ5jPnnka2VawNkZM4XaN\/yPfZef8AD881RRTYdTvyyH2mna4\/ibflfT6HS6yXtlcpKbbI0hdXM3HTrnxVXF8pyP1Zc9hRgf8ADV51hnR2rvza7qQptvtMm2mLbnhP70jifSSOBJA5YCiCD1rMqlpQkqUcAVdpJBJHZpuAbA9f1stdjdK+mqQZG5XPAcR0JvfbSxIuOgICl++hzXZNvcShws8PeNqGRhQyDj6fory6bdaoq5CkNMssIKzgABKQMmsFa+vtymbi3AWDUE6EiNGZZfMV0hJdSVHhUOhICseo5r3t7pXV+5dvcut811c27OXFx\/i7cg967gcwr5oHMdQc8+nWrPrxMnZsZc69OS2R4cEVK2snmDGENJBBvcjYAczy+az4hRWhKikpJAOD4VCmupajrUpQAx1J6edROLu2wXVDkOZ6DNY\/17en75Kb0HYnf77nj+\/XEHJiReXGtXkpQ9FI9dZsknZtzH\/uei5+lpjVSiMGw3J5ADcnw\/lusTavtDk96Pr2Z9tiahnPReA9UtckxyPaGyfoqG2NRNANt6nkpQEBsL7pHfhAGAnvccfIchz5eFX9vFAj27RFsZhtpbj26fG4EeSEpUkAevnVl1o5YBHKWnfQ\/E7\/ADXp+F1nrtC19hlBc0AgGwB9ka8wCB8AoMWKxCYTHjo4UJ9eST4knxNRqUqoAAsFnEkm5Sp2y29d1u0W3tpJ791KTjwT1UfcMmpKsi7V2JXE9qB9OBgssZHX7pX1fTV2GPtHhq12KVgoKR8x3tYeJ2WRQAkBKQAByAFfaUreLyJKtncSYmJpWSkqwqQpDKfWScn7wNXNWNt2bilTsK0oVkoBfcHlnkn8CqsVDssRK2uB05qa+NvIG\/lqse0pStMvWEpSlESlTMG3Tbm93EGOp1eMnHIAeZJ5CqhO0leoDJkOR0uISMqLauLhHrHWpBjiLgaKy+oiY4Mc4AnvVGpSlRV5KVUrXp663dPeRGB3Wcd4s8Kc\/X7q8XOx3O0EGbHKUKOEuJOUk+38dSyOtmtorPrERf2eYZul1IUpSoq8lKrcbR19ks9+IyWwRlKXFhKj7vD34qlS4cqA+Y0xlTTieZSr\/wA86kWOaLkK0yeKRxaxwJHeoNKVFjRpEx5MeK0pxxZwlKRzNR3VwkNFyoVKrj2jL8yx33xZCzjJQhYKh7vH3VRCCklKgQQcEHwqTmOZ7wVuKeOb924HwXylKnbbZ7jdllEGOVhPylE4Sn2k1QAuNgpve2NuZ5sFJUqq3PTV2tTZeksBTQ6uNq4gPb4iqVRzS02cFSOVkrc0ZuEpSlUU0pSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKlpvzPf9VTNS035nv+qrcnulTZ7y2Uq3taaYTqS2cLIAmR8qYJOM+aT6j+HFXDSuie0PGUrxWnqJKWVs0Rs4LXnS+obtt1qi43RViNyZmJSy8gL4H2eE9E5B8fDxwOlX0\/vzo+QyS\/FukR1KThpyNklXlkHFVzW2hkXxKrlbUpRPSPST0DwHn5HyP01iiRHfivLjyWltOtnhUhQwQa05bPRktY7Q9Rf7L0aD9mcSAVErT2gABs6x00HUW7wB5qk6fQ78QMh9CkuyXVvKK\/lHiV1Prq4tv9Z\/2PL0\/b7i4U2O6r7wOFJIjP8AmcdEnx9g8jVPrw600+2Wnm0rQrkUqGQaxmNMeUsOo\/XzXQVMcdax8M4u1+\/d0I7xyV5693WKnEWHRM+PKmSElT0xCu8bjp\/Wkcir8FY8Ysqo7q5TV2uKJTvN59uQpKnTnOVedTseJFiJKYsdtoHmeBIGajVKQundnl16dB4fdWKGkgw2LsaYaHcm13ePd0Gw8VIuWxUlTfx+6XCYhpYWluRJUtHEOhwanqUqjWhuyyS4kWSlKqlg07ctRSxGgtegkjvHVD0Gx6z5+qphpcbBWpZWQMMkhsBzX3TWn5Wo7kiEwClsek85jk2jz9vkKzhDiR4EVqFFbCGmUhCEjyFSVgsEHT0BMKEnJPNxwj0nFeZ+oeFVOtvTwdi3XdeY45i5xOWzNI27d\/eUpSlZC0i8uLQ0hTjiglKAVKJ8AKwRqO7G93qVceYQ6vDYPggck\/eFZG3K1CLda\/sTHcIkTRhWPmteP09PZmsT1ra2S5DByXe8J0BjjdVvGrtB4c\/M\/RKUpWCuwSlKURZA0E0ym0LeRguLeIWfHkBgf+fOrl61i6xagl2N1RZSHGnPltqOAT5g+BqszdfyHmFNQ4QYWoY7xS+Lh9gwK2EVTG2MA8lzNZhlRLUF7BcHnfZW9eWmmbtLaYADaXlhIHQDNSdfVKUpRUokknJJ8TXysAm5uukY0taGnksu29plmBHaYADaW08OOmMVL6gZYessxMgDhSypQJ8FAZH36s2y60l2yMmJIjiS2jkg8XCpI8s88ioV91bKvLPxRtkR2CcqSFcRV5ZPlWwNTGY7fJcyzCqkVAJ2ve9\/0VQaqulmWH79EbkYKOIqAPQqCSR98CqVXpp1xlxDzSylaFBSVDqCOhrXtOVwJXSSsMkbmA2JBCzHVpbhNM\/FIrxA70OFIPjw4yfqqWj7hPIZCZVvS44BgqS5wg+vGDVAvV7l3uQHpOEoQMNtp6JH4\/XWfPURvjsOa56gw2ohqA94sB37qn1eO3jTJXMeIBdSEJB8Qk5z+AVZ1Ttpu0qzShKikHIwtB6KHkaw4XiN4cVu62F1RA6Nm5WWKxrrJphq\/vhnHpJSpYHgojn9R99VV3cNwtEM21KXCPlKcyAfZirTkSHpb65MhZW44eJSj4msmpmZI0NatXhVBPTyGSUWFrKHWTtKMsNWGKWMemkrUR4qzz\/F7qxjVbsOqZdkQY\/dB9gnPATgpPqNWaeRsb7uWbidNJVQ5Y9wb26rI7zbbrK2nUhSFpIUD0IrD7gSHFBJ5AkD2Vct21xKnxlRYkYRkuDC1cfErHkOmKtip1UrZCMvJWcJo5aVrjLpfklKUrFW3SlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUq59sdvr7utuBYdutNNFdxv8ANbhtHhKg2FH0nFAfNQkKUfUk1RxDRc7KoBcbBfNvttNfbq6ga0vt3pO4365OlI7mGyVBsE44nFfJbR5qUQkeJrJu4\/ZJ1VtRpGfqTWe5e27FxgJSpWn42o2pF0cJcSgpQ0gEKUniyQDyCVHwq6N8t9LftvbJvZr7N882rRtrUqHfr9DWEzNVTAngeddeTz7jPElLaTwlPMkggDDG1Gzm4u9mqG9Jbc6ckXSYR3j7oHDHiNeLr7p9FtA81HmcAZJArGD5HDtHENb87d\/RZBYxp7MDM75X7uql9BbTbmbpm4J240PeNSLtSEOTEW2Kp9bKVkhBKU8+ZSrGB4GpDWOhNa7e3RFj15pK8aduLjIkIiXSE5FdU0SQFhDgBKSUqGemQfKtptO7ibOdi6YmFtpcP7Ie5bivi941KyFKtFlSfRdbgtcSRLeAU5hxz0M8PgVJrDfaw3sjdoHfG+7kWxM1u0yUMRrYzNbSh5mM02lISpKVKSDxcajhRGVHnSOaSSTRvsW35o+KNke\/t9FiClZY7MOxCu0du1C2wGpBYhKiSZZmGL8Y4Q0ji4eDiT1881knTvZc2G3QuatHbOdqKNdNXPoc+x1svOnZFuanupBPcofUogKODjkc+VTfUxxuLXcu46eKgyB8jczfqFq9SqhqGw3fSt+uWmL\/AAnIdztEt6DNjufKZfaWULQfWFJI91U+rwN9QrJFtClKVkXS+2ujL5s\/qvcS6btWa0X+wymGLfpd9smXdELKOJxs8QwAFK6BWO7PFwggmjnBupUmtLtAsdUpSpKKUpVyaU251tri2X+9aW09JnwNLwVXG8SW8BuHHAUeNaiQOfCrA6nBwKoSGi5VQC42CtulZn7NOwFn32l6yf1FrpWlbRonT72orhLTbzMUY7Ry5hAUk5CeI8sk4wBV72vsl7bbq266tdnDf6PrPU1oiLnnT1wsb9skzGEfL+LqWSFrHL0cc8jJFWH1MbHFrjtvobD47K62nke0OHPvF\/Jaw0oQQcEc6VkKylS035nv+qpmpab8z3\/VVuT3Sps95bKUpSukXh6VRtQaUtGo2\/79ZKHkjCH2+Sx+Meo1WaVFzQ4WKuQzSU7xJE4gjmFhy9bd3+1EuR2vjzH3bI9Ie1PX6M1bC0LbWW3EKSpJwUqGCDWxVSc20Wu5f4fb4756ZcbBP09awn0QOrDZdZScXSsGWpZm7xofLb6LAFKzNI260nIJUm3qZJ8W3lD7xJFS6dsNLg5KZSvUXv8AwqyaKTuW2bxZQkXIcPgPusQ1MQrfOuLvcwIjshfk2gnHt8qzLF0LpWIQW7Q2tQ8XVKX95RIqtMRo8VsMxmG2kDolCQkfQKm2hP8AEViVHF8QFoIyT36fS6xvYNrZLqkSL+8GW+pYbOVn1FXQe7PurIkGBDtkZEOBHQyygYCUj758z66mKVmxwsiHshcpX4pU4i687tOg2Hw+6UpSrq16VJ3a6RbNAduMxfC20nOPFR8Ej1mo8mTHhx3JUp1LTTSSpa1HAArDestWPalm8DRUiCwT3LZ6qP3Z9Z+99NWJ5hC3vW3wfCn4nNbZg3P5DvKpV5u0m93J65Sj6bquSc8kp8Ej2CpKlK0xJJuV6nGxsTQxgsBoEpSlFNKUpREpVZ07pt6+uLWXO6jtnCl4ySfIVXJu37IYUq3zHC6kZCXMYV6sjpV1sEj25gFhS4hTwydk92qsqlenELaWptxJSpBKVA9QRXmrSzd0pV12PRBnRUzLi+tpLo4kNoAzjwJJ\/BUHUOjlWqOZ0J9TzKPzxKh6SfXy6irpgkDc9tFhDEacy9iHa\/JW1SlRI7Dsp9uOwniccUEpHmTVrdZhIAuVDpV7xtvo3cj43OdLpHPuwAkH1Z61bt\/sEixSEoWvvGXMltwDGcdQR4Grr4HsGZwWHDiFPUP7NjtVSqUqo2OyyL3L+LsqCEIHE44RkJH1n1Vba0uNgsqSRsTS95sAqdSr5d2+hlkhie8HccisApJ9gqzJkR+BKchyU8LjSuFQFTkhfF7wWPTVsNUSIzqFBpSrh05pNy8NGZJeLMfJCeEZUsjr7BUWMdIbNV2eeOnZnkNgrepV33fQnxeKuRbZDjqmxxFtYGVD1EePqq0KrJG6M2co09VFVNzRG6UpSoLISlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURKUpREpSlESlKURK2R7Eb32Hve6WtI3Em46a21vk6A4lWFtPFtKONJ8FBKlDPrNa3VnrsW6xsGnt41aT1bLMSx7hWiZo6bJAB+L\/HEBDTpyQMB0Izz5Ak+FY9UCYXWV6mNpW3VvbFbX7a6y+yurt3t0YOlNKabLS5kVk97d7mV8RSzDZwclXAQXDlKMgkY5jMKNx7lvdp+67ObEMMbW7a2lLJVBZSp2feOIqy5OkhQU4SUk8GeEZA9LhBq0NlNt71tzv1qvbrXFraTdLDAkRpDa08aCpL7HC4jI5pUkhSTjmlQPjWSdDsMRt59fMx2UNNiNbcJQkJA+1q8BWbT0TJ3NmecwJ0HLbda+qr304fBGLEDU899lSezlpxqwWnU1hlFmU5bb47FLpbA4+BCRkA5x0rDvZ52l0\/vDqzVli1DOnxEWfSV4v0RcRaE5lRWuNoOcaVZbJPpAYJ8FCs+bNf4frv\/AHolfgTVi7GwlbSdn7djfa+oEV\/Vltf2+0sl5JC5bsvCpjrQ8UttI+WOQVxDOciq4kTHAwN31A8wo4WO0qHl+2hPkqp8GB+mytH7j3L+ZqobTdlt3ZbdDTu7G9+7egdO6e0ncY+oAiFfmZ024KjOh1DLDDWVK4lISCfI8gTVv\/BuahsGmO1FartqW+W+0wUWq4IVJnSUMNBRawAVrIGT4DNavukF1ZH3RrUujfJUPANgQOXity2RrIWEi5BP5LeXbZ3Y7efTfaT7Q+6u3\/2Tg2\/UMG+W9hDnczAw7JdUmIHUn0O9CG23FDnhSiPCre0Vbtp9f6U192w9ydobDb9LaQEOw2LRdg4osObciEpQqQUkKKUhxpS1ZHH6RIOOE2vsNqCw2\/scdoayXC9wI1xuS7D8SiPSUIek8EhZX3aCeJeBzPCDjxqZ7MetdB622R152Ttf6qhaTd1VMYvenL5Oc7uIi4tcH2iQs8m0L7lACv1y\/HhBtOY5mci9gQOejbNvZXWvDsgNrkE8tTc2url2Sv8AtX2xtQzdlNebLaH0XqCfbpL2lb7oy2G2Kjy2m1LDMhsKUl9BAJyrn6JGcqCk2ntrtZpJ3sd79aq1HpiG\/qrSV3tUKBPcSS9D4pbTbyUHwyCoH21e2w22+n+x5qaZv5vNuLo+TLsUGS1pvT9gvTNxmXSa60pCV4aJ7toBRypXLKgTjGFUzaa5Sbv2DO0ne56svXC+2V9xXgpxc5hSvvq+\/VHOsT2R9m7PPNrb4WuqtbcDtB7VneVtL\/NV4bOag2C260I\/t92Y2Nz9Zaqs7d8vt4vun3bvb4Db3pMw48cfa0rCcFa1ZV5YCgEy+5\/ZHG4k\/ZfUemdv3NsrluhNftGobG4y4iPbJrBKlvsMOHjbbW2h1xLfFgAJAIzk1296n1X2nNttC6i2U7Q7Gj9WaZscewaj0rcNTqs\/fLYGES4\/phDoUM8R8BwgnIxWLka23W7NW9O3Wst1t2om4DVrnKnv223asN4VDZILLvH6RQ24ptxZQM8+HmQKiwyk3Dvb101ud\/hbayq8RjQj2NNdLcvjfqpzcjfHZTZPWF32r2b7N232obPYpDtqn3nWtvcuk+5SGVKbddbX3iQwgqB4QgDOArCc8IyD2Ot0LOdiu0G6xtHottqyafXcS0Y8hX2QbdclOJiyiXsuMtjCEBPArhHNRPOrM3Y7JVp3M1xc9zdjd6dubjpDVUt27oF11CzAlWxT6y4th9pz0k8ClED52BzGesPsau6Zho322CveuNPW+56z03ItFmuj09KbbKlxy8lPC+fRKFlwKSrqUgkAnlUniJ9OS25IsTvfcXv81RhkZOM1gNbbW20srk7Gc47vXXtBN2PSul9JO37a+fbo8G3ccS2x3Ft90FlTziy2kk8S1KVgZJ5CnZ72xtvY0189vrvfuVo9t3T1ulptenbLem51wucl5lTaUcDWQhGFn0lcgcE4AzVB7OVki7MjtH6H1pqvTSLgra26Q47kW7MvMS5DjBUlphwHDq\/SA4U5OcjFafVNsJmfI0GzTb4i3VQdL2TGOI9oX+Bv0W5G2Vm2Ss3ZJV2jdytuYGor7atczYESCpRZbush1htbLMhQySw1xPOlA+VwBJODUpardtjpLZy69sXXm1OnbxetbaletukNIoYU1YraUBSnHnWEKT3jYKFpS1nHyfusptqRf7Efg6o2mheoBvA3WMw2\/wCMo+Mhj7GqT3vdZ4uDi5cWMZ5Zqu7YXHRfaD7LDPZvuWtrPpLW+jL09fdOu3qUiNBuzDoV3kcvKwG3AXFkDx4UdRxFNHNIu4k2zWO\/u\/a+\/d3KoIJDRa+W423\/AOyn9FxNtO2Vt\/ru2ubX6U0Juho+zOagtEzSsBUGDc4jGC7HeihZR3nMAODB9NJ6IUFaZTfme\/6q3X29s2muxXt\/rvWWt9c6avW4urLJI0zp7T9hurU4xG38d5LkuNEpQAQkhJ68JAJKvR0om\/M9\/wBVXYjcPye5pb87dytS7sze9rf8r96yho3cRKkoteoXsKHotylePqX+P6fOshgggEHIPQ1rrVy6Z11dNP8ADGcJlQgebSzzQP1p8PZ0rewVdvZk81wWMcMiUmej0PNvL4dPDbwWZqVK2y4M3WAzcGELS28niAWBkfRU1WxBvquEc0sJadwlKUqqolKUoiUpSiJSlKIlStyucG0RVTbhISy0nxPUnyA8TVH1fq5vTDCAmKp598HuwThAI8\/H6KxLeb5c79KMq5SC4eiUDklA8gPCsWepEWg3XQYRgMuJWlecsfXmfD+fzVU1brOZqV7uWwpiCg5Q1nmo\/dK8z6ug+\/VuUpWre8vOZy9GpqaKkjEUIs0JSlKir6UpSiJSlKIr\/wBBSWV2pyKkgOtOlSh4kEDB+9j3VcqlJSkqUoAAZJJ5AViCNKkwng\/FfW04nopJxU7N1Feri13EqctTfilICQfbgDNZsdWGMykahaCqwd805ka4WPmoF3falXSVIZOW3HVKSfMZ61KUpWETc3W9Y0MaGjksuWySxMt8eRHUFIU2MY8CBzHuqX1FKZiWWWt8jC2lNpHmpQwBWOLfebnayfiMtbYV1TyKT7jyrxPulwuaw5OlLdI6A8gPYByFZxqwWWtqtA3BXNnzZvZvfvUrVU0zKZh3yK\/IICAopJPgVAgH6TVLpWE12UhwW+ljErCw8xZZlq0dwZLHxeNE4gXuMuY8QnGPv\/VVuRdTXyGx8XYuCw2BgBSQoj2EjNU5596S4p6Q6txxXVSjkmsyWqD2ZQFpKPCH084ke4WG1l4q8NvZLKHZcVSgHXAlSQfEDOcfTVn16bdcZcS6y4pC0nIUk4IPtrFif2bw5barg9ZhdFe11mOsaawlMyr68pjBDYS2pQ8VAc\/xe6oT2qL9IY+LOXFfARg8KQlRHtAzVKq\/UVAlGVoWvw7DH0jzJIQTtolZN0lKZk2KMlogFkd2tPkoH6+vvrGVTMG4zra730GStpXjjofaDyNW4JeydcrKxCjNZFkBsRqssSX2YsdyQ+sIbbSVKJ8qxA4oKcUoDAJJFTlwvl1ugCJsxbiB0SAEp+gYBqRqVRMJiLclaw2gdRNOc3JSlKVjrZpSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlKUoiUpSiJSlKIlASCCDgilKItv9tu01oPcyBabNvxdZOmtcWSGLZadwY8Qy0yoYVxJiXVjPE6jIADqMKGEnKfSUrIendptYJ1jftd6N1ltfrq335qM0HrNrBhj4uWUkfbUSAlSCcg8IKiPM1z9pVuMSwfuH2G9iLj4dPOyrI2Go1nZc7XvY27\/ANXW8zdo2w2VF\/uO7+\/OmpqLldHrm7pfQMw3K6PrUB\/erkvCWowzyWccWM8K0mtat+t+LvvZere2zZ4undJ6cj\/ENN6dhf4PbYoxyzgcbisArWeZPqArF1KoGOc4PldmI26DwH6KkCxjSyJuUHfqfEpSlKuqCUpSiL013Xeo77i7viHHw\/K4fHGfGthNzt\/dsmNi43Z32E0vqK26ek3ZN7vt11A8wZ10kJSAlCkM5QhtJSggA\/8AZp8eIq15pVt8bZCC7kptkLAQOaUpSriglKUoiUpSiJSlKIlS035nv+qpmpab8z3\/AFVbk90qbPeX\/9k=\" width=\"256px\" alt=\"big data analytics\"\/><\/p>\n<p><p>Upon completion, you can apply for jobs with Google and over 150 U.S. employers, including Deloitte, Target, and Verizon. Based on type, the market is classified into descriptive analytics, predictive analytics, augmented analytics, real-time analytics, prescriptive analytics, and others (diagnostic analytics). NFL club analytics staff judge each submission and work with NFL Football Operations staff to narrow down the finalists. Finalists then present their entry at the NFL Scouting Combine in Indianapolis to a panel of judges. In recent years, judges have included NFL Network predictive analytics expert, Cynthia Frelund, former Big Data Bowl participants, AWS data scientists and NFL linebacker Najee Goode.<\/p>\n<\/p>\n<p><h2>Social Media Links<\/h2>\n<\/p>\n<p><p>Some  of the largest differences are in the scale, type of data being handled and management. Big data analytics is also commonly used for  accounting, decision-making, predictive analytics and many other purposes. The data found in big data analytics varies greatly in type, quality and accessibility, presenting significant challenges but also offering tremendous benefits. This open-source software framework facilitates storing large amounts of data and allows running parallel applications on commodity hardware clusters.<\/p>\n<\/p>\n<p><h2>Big Data Framework For Optimizing Renewable Energy Services<\/h2>\n<\/p>\n<p><p>To illustrate this process, let&#8217;s use the hypothetical example of a major credit card company seeking to prevent real-time financial fraud. With artificial intelligence (AI), machine learning, and data mining, users can analyze data to predict market trends. Data will become increasingly integral and transformative to day-to-day business operations, according to McKinsey &amp; Company 2. Big data analytics is important because it helps companies leverage their data to identify opportunities for improvement and optimization. Across different business segments, increasing efficiency leads to overall more intelligent operations, higher profits, and satisfied customers. Big data analytics helps companies reduce costs and develop better, customer-centric products and services.<\/p>\n<\/p>\n<p><h2>By Industry Analysis<\/h2>\n<\/p>\n<p><p>As organizations increasingly rely on data-driven decision-making, the demand for accessing and analyzing databases has also increased. The rapid advancements in artificial intelligence, hybrid cloud, edge computing, and Internet of Things (IoT) have contributed to the exponential growth of big data. This growth has added complexity for businesses to manage, leading to the growth of this segment. The real-time analytics segment is projected to <a href=\"http:\/\/www.portobellocc.org\/pccpn\/2015\/07\/21\/edinburgh-fuel-poverty-report-published\/\">http:\/\/www.portobellocc.org\/pccpn\/2015\/07\/21\/edinburgh-fuel-poverty-report-published\/<\/a> experience the highest CAGR growth during the forecast period.<\/p>\n<\/p>\n<p><h2>The ultimate guide to big data for businesses<\/h2>\n<\/p>\n<ul>\n<li>T\u200bhis course offers a deep insight on the details of how to do the job of a data analyst.<\/li>\n<li>The continuous expansion of the Big Data industry hinges on the persistent generation of data by individuals.<\/li>\n<li>Viya supports Python, R, Java, Lua and REST APIs, enabling users to keep coding in their preferred environments while leveraging SAS\u2019 analytics power.<\/li>\n<li>This lets you take action, write back to systems, or trigger workflows without leaving your existing tools.<\/li>\n<li>Today, businesses can collect data in real time and analyze big data to make immediate, better-informed decisions.<\/li>\n<li>The site consists information on business trends, big data use cases, big data news to help you learn what Big Data is and how it can benefit organizations of all size.<\/li>\n<\/ul>\n<p><p>Search, analyze, and visualize your data with AI driven insights as a fully managed data platform. Dashboard Studio enables teams to turn complex data into clear, actionable insights through powerful, customizable visualizations and reporting. This course presents you with a gentle introduction to Data Analysis, the role of a Data Analyst, and the tools used in this job. You will learn about the skills and responsibilities of a data analyst and hear from several data experts sharing their tips &amp; advice to start a career. This course will help you to differentiate between the roles of Data Analysts, Data Scientists, and Data Engineers. The site consists information on business trends, big data use cases, big data news to help you learn what Big Data is and how it can benefit organizations of all size.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"251px\" alt=\"big data analytics\"\/><\/p>\n<p><p>Social media analytics and monitoring software are used to optimize the extracted social media insights. Google dominates the web analytics market, with more than 70% of the market share belonging to its tools. At the same time, 45% of the companies said it was a break-even, and they could not profit much. On the other hand, the rest, 12% of the people, said that their businesses made a loss after investing in big data initiatives.<\/p>\n<\/p>\n<p><div style='text-align:center'><iframe width='567' height='314' src='https:\/\/www.youtube.com\/embed\/g_x4D2V1MP4' frameborder='0' alt='big data analytics' allowfullscreen><\/iframe><\/div>\n<\/p>\n<p><p>This results directly in greater revenue generation, customer satisfaction and more. The final stage involves presenting the complex findings through dashboards or automated actions for business users. At the hypothetical credit card company, automated systems are instantly triggered to block the suspicious transaction and send a fraud alert text message to the customer. Meanwhile, data analysts view dashboards showing aggregate trends of fraud attempts across different regions and card types for strategic planning.<\/p>\n<\/p>\n<p><p>Businesses and data science professionals use data processing, data integration and advanced analytics tools and platforms to manage and unlock value from vast amounts of data. Leading analytics tools and platforms include capabilities powered by artificial intelligence (AI) models, which are also trained on big data. Data is everywhere and part of everything we do\u2014and the data science landscape is constantly evolving. Professionals who are able to master big data and stay current with the most up-to-date trends in the field are vital to meet this moment. Prepare with skills and knowledge to lead in machine learning, deep learning, artificial intelligence, big data analytics, and data visualizations with Illinois Tech\u2019s project-based Master of Data Science.<\/p>\n<\/p>\n<p><h2>Maya &#8211; From Data Science Course Completion to Job at PayPal Boston Institute of Analytics, Boston Campus<\/h2>\n<\/p>\n<p><p>Batch processing is useful when there is a longer turnaround time between collecting and analyzing data. Analytics Insight is an award-winning tech news publication that delivers in-depth insights into the major technology trends that impact the markets. The content produced on this website is for educational purposes only and does not constitute investment advice or recommendation. Always conduct your own research or check with certified experts before investing, and be prepared for potential losses.<\/p>\n<\/p>\n<p><p>Our aim is to provide curated, easily accessible resources that support VTU students throughout their academic journey. In this module, you will learn about the different career opportunities in the field of Data Analysis and the different paths that you can take for getting skilled as a Data Analyst. At the end of the module, you will demonstrate your understanding of some of the basic tasks involved in gathering, wrangling, mining, analyzing, and visualizing data. We invite researchers, practitioners, and industry experts to submit original contributions to this special issue\/track focused on AI\u2011driven data&#8230;<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"258px\" alt=\"big data analytics\"\/><\/p>\n<ul>\n<li>Because it removes many physical and financial barriers to aligning IT needs with evolving business goals, it is appealing to organizations of all sizes.<\/li>\n<li>The primary challenge with unstructured data is its complexity and lack of uniformity, requiring more sophisticated methods for indexing, searching and analyzing.<\/li>\n<li>Businesses use data analytics to gain insights into customer behaviour, which enables them to build customer loyalty in the long term.<\/li>\n<li>This approach lowers the barrier for non-technical teams to get meaningful value from data.<\/li>\n<li>This advanced certificate builds on your data analytics skills and experience to help you take your career to the next level.<\/li>\n<\/ul>\n<p><p>You must complete the Illinois Tech graduate application, regardless of which graduate program you wish to pursue. Visit our admission website to learn more about what information and documents you need to apply. From security to observability and beyond, Splunk helps you go from visibility to action. When you enroll in the course, you get access to all of the courses in the Certificate, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page &#8211; from there, you can print your Certificate or add it to your LinkedIn profile. To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course.<\/p>\n<\/p>\n<p><h2>Data Analytics Dashboard To Track Hospital Big Data Applications PPT Guidelines AT<\/h2>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"254px\" alt=\"big data analytics\"\/><\/p>\n<p><p>Data integration tools help unify datasets from different sources, creating a single, comprehensive view that supports analysis. Hybrid, open data lakehouses can automate and streamline the ingestion and enrichment of unstructured&nbsp;data at scale. This allows for the unification of unstructured data with structured data into datasets ready for analysis. Here, we nurture the minds that will shape the technological landscape of tomorrow. Our cutting-edge professional training courses and state-of-the-art facilities empower students to harness the power of technology and artificial intelligence. From Data Science and  AI to Cybersecurity and more, we cultivate the skills that drive progress in the digital age.<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Upon completion, you can apply for jobs with Google and over 150 U.S. employers, including Deloitte, Target, and Verizon. Based on type, the market is classified into descriptive analytics, predictive analytics, augmented analytics, real-time analytics, prescriptive analytics, and others (diagnostic analytics). 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