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Machine_Learning_to_Classification_Problems.html
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<!DOCTYPE html>
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta charset="utf-8">
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="pandoc" />
<meta name="author" content="Parash Upreti" />
<meta name="date" content="2016-06-20" />
<title>Machine Learning to Classification Problems</title>
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e0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%20format%28%27embedded%2Dopentype%27%29%2Curl%28data%3Aapplication%2Fx%2Dfont%2Dwoff%3Bbase64%2Cd09GRgABAAAAAFuAAA8AAAAAsVwAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAABGRlRNAAABWAAAABwAAAAcbSqX3EdERUYAAAF0AAAAHwAAACABRAAET1MvMgAAAZQAAABFAAAAYGe5a4ljbWFwAAAB3AAAAsAAAAZy2q3jgWN2dCAAAAScAAAABAAAAAQAKAL4Z2FzcAAABKAAAAAIAAAACP%2F%2FAANnbHlmAAAEqAAATRcAAJSkfV3Cb2hlYWQAAFHAAAAANAAAADYFTS%2FYaGhlYQAAUfQAAAAcAAAAJApEBBFobXR4AABSEAAAAU8AAAN00scgYGxvY2EAAFNgAAACJwAAAjBv%2B5XObWF4cAAAVYgAAAAgAAAAIAFqANhuYW1lAABVqAAAAZ4AAAOisyygm3Bvc3QAAFdIAAAELQAACtG6o%2BU1d2ViZgAAW3gAAAAGAAAABsMYVFAAAAABAAAAAMw9os8AAAAA0HaBdQAAAADQdnOXeNpjYGRgYOADYgkGEGBiYGRgZBQDkixgHgMABUgASgB42mNgZulmnMDAysDCzMN0gYGBIQpCMy5hMGLaAeQDpRCACYkd6h3ux%2BDAoPD%2FP%2FOB%2FwJAdSIM1UBhRiQlCgyMADGWCwwAAAB42u2UP2hTQRzHf5ekaVPExv6JjW3fvTQ0sa3QLA5xylBLgyBx0gzSWEUaXbIoBBQyCQGHLqXUqYNdtIIgIg5FHJxEtwqtpbnfaV1E1KFaSvX5vVwGEbW6OPngk8%2FvvXfv7pt3v4SImojIDw6BViKxRgIVBaZwVdSv%2BxvXA%2BIuzqcog2cOkkvDNE8Lbqs74k64i%2B5Sf3u8Z2AnIRLbyVCyTflVSEXVoEqrrMqrgiqqsqqqWQ5xlAc5zWOc5TwXucxVnuE5HdQhHdFRHdNJndZZndeFLc%2FzsKJLQ%2FWV6BcrCdWkwspVKZVROaw0qUqqoqZZcJhdTnGGxznHBS5xhad5VhNWCuturBTXKZ3RObuS98pb9c57k6ql9rp2v1as5deb1r6s9q1GV2IrHSt73T631424YXzjgPwqt%2BRn%2BVG%2BlRvyirwsS%2FKCPCfPytPypDwhj8mjctRZd9acF86y89x55jxxHjkPnXstXfbt%2FpNjj%2FnwXW%2BcHa6%2FSYvZ7yEwbDYazDcIgoUGzY3h2HtqgUcs1AFPWKgTXrRQF7xkoQhRf7uF9hPFeyzUTTSwY6EoUUJY6AC8bSGMS4Ys1Au3WaiPSGGsMtkdGH2rzJgYHAaYjxIwQqtB1CnYkEZ9BM6ALOpROAfyqI%2FDBQudgidBETXuqRIooz4DV0AV9UV4GsyivkTEyMMmw1UYGdhkuAYjA5sMGMvIwCbDDRgZeAz1TXgcmDy3YeRhk%2BcOjCxsMjyAkYFNhscwMrDJ8BQ2886gXoaRhedQvyTSkDZ7uA6HLLQBI5vGntAbGHugTc53cMxC7%2BE4SKL%2BACOzNpk3YWTWJid%2BiRo5NXIKM3fBItAPW55FdJLY3FeHBDr90606JCIU9Jk%2BMs3%2FY%2F8L8jUq3y79bJ%2F0%2F%2BROoP4v9v%2F4%2Fmj%2Bi7HBXUd0%2FelU6IHfHt8Aj9EPGAAoAvgAAAAB%2F%2F8AAnjaxb0JfBvVtTA%2BdxaN1hltI1m2ZVuSJVneLVlSHCdy9oTEWchqtrBEJRAgCYEsQNhC2EsbWmpI2dqkQBoSYgKlpaQthVL0yusrpW77aEubfq%2Fly%2BujvJampSTW5Dvnzmi1E%2Bjr%2F%2F3%2BXmbu3Llz77nnbuece865DMu0MAy5jGtiOEZkOp8lTNeUwyLP%2FDH%2BrEH41ZTDHAtB5lkOowWMPiwayNiUwwTjE46AI5xwhFrINPXYn%2F7ENY0dbWHfZAiTZbL8ID%2FInAd5xz2NpIH4STpDGonHIJNE3OP1KG4ISaSNeBuITAyRLgIxoiEUhFAnmUpEiXSRSGqAQEw0kuyFUIb0k2gnGSApyBFi0il2SI5YLGb5MdFjXCey4mNHzQ7WwLGEdZiPPgYR64we8THZHAt%2BwnT84D%2Fx8YTpGPgheKH4CMEDVF9xBOIeP3EbQgGH29BGgpGkIxCMTCW9qUTA0Zsir%2BQUP1mt%2BP2KusevwIO6Bx%2FIaj8%2FOD5O0VNrZW2EsqZBWbO1skRiEKE0DdlKKaSVO5VAuRpqk8VQJAqY7ydxaK44YJvrO2EWjOoDBoFYzQbDNkON%2BUbiKoRkywMWWf1j4bEY2iIY1AeMgvmEz%2FkVo9v4FSc%2FaMZMrFbjl4zWLL0%2BY5FlyzNlEVYDudJohg8gPUP7kcB%2Fmn%2BG6cd%2B5PV4Q72dXCgocWJADBgUuDTwiXiGSyZo14HOEQ2lE6k0XDIEusexDzZOMXwt1Dutz%2BtqmxTvlskNWXXUQIbhaurum9GrePqm9Yaeabjkiqf%2BbUvzDOvb2Y1E%2BEX2DnemcTP%2FzLcuu7xjQXdAtjR0Lo5n4%2FHs%2FGtntMlysHt%2B29NXbH6se%2F%2FWbFcyu%2Br28H0MwzI30DYeYTLMXIA2EG8QlHpAsyS0EfEToR0a3utIxFPJ3kiIHCCrZ66b0e2xEmL1dM9YN%2FMwS5p01N5jMX%2FBLKt%2F1R83l0LyC29M6%2BiYxo%2FUNg%2FEF7c2WyyW5tYl8WnhWg2%2FhyySbD5UhnDyS7OcU0dnrFw%2BDfGdI7v4QfYIIzOMq9hFtY55gmvC7jZ2FK7sEdrn6IXBuucYhjsGdQ8z0yEbWkkczjjsE5hNAIZrPx2zOLZDmKNXcXtg7EMqidAEEWg%2BSJCBBNwxvxJfc%2FbZa%2BKKf%2BxoKZybnq5vaqpPTye7CiF%2BZFjxZ8%2F7Qij0hfOG%2FcowPA1rT1l4ymWnrKmxxqfErTVrpgwPlz1kC%2BOy8NMDz6c%2BIO38K%2Fx0xkPnLW8Kx6qGAoQdL%2BTD9V9rb%2B%2Fctn%2F%2Ftrxz8dUrZrD%2Fzk%2FferF0cNt1BzctmX2FZPXt%2FjnFCQNz4Ah%2FiKllGiCMs1w5Lkg0kiEwj6VTXCDKsX9rMpnvIj9pcDecXAIXMnqn2dTUbN6w0XQ9ue6FV%2FnnXCH7S3lPWGltVcLsH75ub3ab7A8M28caNrIeOr3o5Q0yFsYL80xaa0EY%2FUEczV7icUMY5pnelAkmUAXmHYjvFWFGxuqlSaow3OM%2B%2FiYY7%2Fl%2FhVELF4EjRqNR%2FbvRbOY%2BDUGzGR%2FOh3EqmE%2FugIQQguGt%2FeMYz%2F%2BL0cimjeZfQDI3phXMbMQsqH%2BCjwVz%2Fhf4idHovgVmB8gLvjbicDcC%2FNypP536E%2F9N%2FpuMibExdohBmNwyiaZdJGoigos7GpF222xrfnZhML%2F7Z%2BylaqP63Hr%2Bm7bdUkQ6%2F2cXqdfmvwixY%2Bs2ksXFeXcE%2BiX0Z%2BIow76DBNgjJ7TOdUK18iPsPflfQD%2BDPsZG2Aj9VmKMMJ4fYRrhIaxhTDR0Elh2vA6h%2FAE6xUb29mj3sjmL72petXjejPy%2Boel60M99tFduCI59N3221xe7apOvxs6aHs7vab1IqY2tv7q2xsHeHGml%2FcV06u%2F8S%2FxTjJ%2BJYc0bWEX0ukW6YmIbGkJRMdjJ9mYIH5QIdJF4hvRGyK7cC7ctImQRcUET99fGXOoft35GYLMQu%2Bg2smnkgZUrH8AL%2F9Si217IssJ916nv14ZrJrvdxLkQvrvtBcjgPC0NXOicO8Qf4mcxPqh3hgUw3DDfdvLJXngg7N3dN2zbPJSaed3OfZnMU7dvmznp3C3bruO%2BNmue0LFsy7S%2B6265%2BfCKFYdvvuW6vmlblnUI8xCXp37CrOZv4B9gauDBlYp7adcUXB5DNCwYImlXOJJKkAdvExXxVvKEYnCo%2B3eIskP9qrrfIYs71CccBjfXRC52udTHHdaP1A1ui%2FVvH1otbrLrpNXBsGX5B89QghDyimlvNB2KfkxZ5C9%2Fem3%2Bd1%2Bd%2F%2FIfFp2%2B2Oxn%2Fs%2B9n%2F79p39S3s8idN6g0yZObwJOgKUpNB3GyU0Ls0PbRzIRq4lcarLKOJBkLRzJQD4j2090XrbA7DW8K3jNF5hlGS5e4V2D17zgss4T20egOJte5iD0bReM9yjTxnQxCRj3c5kFzGJmGbNKmwGw39IJDJcXJZGMkaAB4jyJAKw0jt5IAuIE%2BA%2BU3cVAZZrq9zhDyBrU8oosuxcGNTzCKJfla7JjNVmuSb%2F%2BtuzN2H%2BX4vlB%2BPpdfMXXmuVsNiub1T34SFbjYw5itEvVi0K0Nt9pNJUMI7SLGRhf2xipfCYf8z5OdlGKayOucFeVPeS%2Fdbo3lBrbSMmwUiQN5%2Fed7g0Ds1s17IuZC5kNzM3MZ6EWCa0DtekdJfAxz%2BR%2FOX28sND7yRMTBcf%2B%2Bs8mQCQWHya4qBv%2FufeMoWyslPA9DtMxUknxkH%2FyfTnm2CMYzs%2BCq3r7PxY%2FMXomrvTEsRpfEGHa%2BWN8E1AHjElb7d06ddA7oK%2F%2B5Mdsv9EtPms0jv0Z5kf1FqPxWdFtfFr0kHfgDX0Y%2B5PRSG7RUj0tQr7rmfX8DH4G5W28kKeJLtmQsQkuwMP1pk16EV4sl7vrMJATfyUWo%2FGwEco4rh4XFQgaiUX9qxZHrMQqKnz%2Fc2d8b9TysYrAuXpP%2FRf%2FGr8b1qwwc5a%2BeuLa6S6sneNXToG2XrEJi4R5SGs8Sq2S3d97bsfCRaTdaLwKClRHt37mkudvXbjwVrLhuYeGhh56bvfQkHpk2CwvwClqgWwuBfndC3c8dwmstj81KkagcUgbfPY8Zje0W%2F82VPWJHmSq6pP8hPWpotc%2FEexDOK3qU%2BwngPhOCiO9MJRm8TJefjelrzoKnG2Bn%2B1NCUmPE4gHFmBN9jrTigRIpsACrc9Gstg58ULkp9467%2BGf%2FeFnD5%2F31lNrt2967dhrm7bzI%2BVT5m%2BfzKhvf2MzpICEm79Bopkn07lt1762adNr127LwVqQLdJ5%2BlpQDcvHPQtVY5knhYrK6q8%2FJsiP6EuhGZdFdaNszjvpqvc%2BPI0CdjN0AXsFOC3ZfALDJwr4q2Xq%2BGF%2BGNbsxUg5NLLIEXi8otcDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg%2BFB1ubjlnRNvl3o6IEU2w7fdNPhm%2Fhh%2BFLysUu6%2B%2BDLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK%2Fm4szFFR7ch0toUgBTdWHr7EpaWru6%2B6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d%2FjLST9v5YflasP6v%2FCO7%2BGNAPC2BMZWmsOjp2NNbfHwMCJD%2BLPVL%2BD%2FOYlWEEI%2F9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2%2BbBDWBud1Va4pcCn8CPqxlh%2FfgtG8IPaPH8C5wk6%2FnZDv69jurV5QhtwE0x2iqOsj9Mx8B9%2F0EaUdiPfOYYDCi%2Fq9jhWRuupMDEU0%2BCtX0sDFxv07T%2FK5niBPqN9%2BtQjgEc31NGCXFeMcCEuQBIc%2FBK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF%2FR0%2Fu5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y%2BRBgogrXPZ8E1yIHoHIFUM%2BAbJhE7lbMtt8ApL%2BxmZW7PwbjAO0fAVoXQOuiSP%2FksIVdFZ0aulsamKUzwPZ%2FNYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7%2Bpg%2BjUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd%2FJ5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7%2BRHJHP%2B2hqfugo%2FMvI2H%2Fmqr4b9tFnKSRY1Y5Ek80Nm%2FWIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw%2BnSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv%2BrWa%2FWih0vlbX6Zb75T5C0qNKVFvH1QL%2FvazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f%2BXdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS%2FxTo%2BP5wGFak62ap1PVFFN4v%2Fy%2BxuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f%2F6dhK6gQokFKhWX3urrjk%2FrnI0pgfpGMeuQIUaEM7%2BGF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x%2FGdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY%2B9yGFQtEo0GQPNv6vS2drj4%2B1jHbv3aJSMUWP%2BQTZrmbNTjU8wyG%2FiXNNpskybLcJ3CiTF5Ir%2BJYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d%2B%2FXeNRTZ9%2F1OPfG7%2B2hwzd5W3D%2BhmyjsRcUg%2F%2BCavb%2B%2BVh2ls3L7zT%2FetOnHNxeerv313vzLVqPai4nJv%2BK1FC6040%2F4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk%2FU%2BD4gTXW%2Bj0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7%2FR561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l%2BWKHmLTJwRv9E8GWJ6dYvf%2FFmEyEGr%2Bgyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b%2BtMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1%2BQ2BIRvf6J6Kgatnrbiem%2BCFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ%2BCuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih%2FxELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD%2BuOe%2BkWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby%2F%2BSSbPY8%2FNH6vpl%2FEsq3Ae4ZU1HC44KFiI9o7CEgab%2FRqHbj7s5KAg06s39ZP%2FzxI%2FmVuF%2FTbTSy%2B3Fb8If9%2Fcv7%2Bwt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi%2FC8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0%2BXxx%2F5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB%2FqM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J%2FUKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc%2FTHK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd%2B%2BU%2F3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg%2Be4As38MfGquNt7oUws6Ysarj1%2FefE%2Byst86YUVNvDdts3Pv5c8m%2FaP0C%2Bf8%2FQb%2BIMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT%2Fv27wm09jRYVc%2Fe%2B%2Biyx2tyzJb%2Fn3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy%2Ft27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj%2FS5ki1jL%2Fa0GC6%2B2L6Um%2BaoddlNFuj%2BbJ8mH%2FiaLh8I0%2FU51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz%2B1UmhTJyJGxZzw%2BwsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ%2F9pPA4RKTASWahmh%2B8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ%2FtHnODtENw%2F2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8%2B%2FElg5j4Gxur3J8o2PJ4rg%2B2d08T%2FfwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r%2FaMMj8onCP%2FDuDZOuN%2BGPPr%2F%2Bp7bx%2B7JlbYdppcNhzKU%2F1Px5aiaGDn%2Fs1iGMaBcleKUo%2Fv9rcxkZj7DBEKOfrayytXNLYiUdBY%2BpleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF%2FQa9Pdf%2FQqOSqCiE%2FEE1%2FXIVKTc2tzWbHnimrEd%2BVyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu%2FkzIdx%2BBxC0ay9zRSvoS0F2lIxI%2BX7klU63I40gLQ3w5ep5na%2BSFnba3z5D64zv%2BQtM4n4ffG3tq4aNHGRfxgrXPMim%2B5487abL7xhdseIRn1KDl%2B7aINixdv0OD%2BJSPwKf5%2BxoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz%2B9a%2Fv2PH1Hfz9236w%2BZrPXvWfAxlj4NLLHpq3c%2FPQ3uvmvbrjG7fe%2Bo2y%2FcLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF%2FtkkOGPW2ibWaBTkeZ%2FdvPWazXfOnnvL6jkRXpi85sFzZt%2B55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG%2FyVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6%2FOU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR%2Frg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x%2BMJiOA3YwhDRQrWU0u%2F0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0%2Ba0uoiFH%2FxcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL%2Bj3D%2FuwhBRdyAyozeZwvQzs79soi%2BBKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo%2FybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM%2B3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho%2FVDkzQfLE%2BIrYoJXkD19pdP7OwG%2FvoIUtagiWiZ4PAFTHHlTVhRZ7dYmPar%2BNJ%2B8JhmR6DFK5DV1foHoLNO%2FpHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj%2Bi5%2B%2BWZfKeViJfW5HnUakVL4UCNVkA4%2BETfIqx4B5xSaP2L1yn0zn2ltPn4%2BOqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL%2FNNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE%2BcPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP%2BKps8J9%2F3mGQIteY%2FLGPC%2BL7872SPR2br5fy8MtKBMHedGuM28%2FMZmPJMrGgi3Gb1S%2BSi1%2FL%2FzrZwO9XH1ce%2Fz7ZQ1WSoY%2F%2BpMb5FT4ua0Wm%2BJf%2F298nFmChEQ%2BTi71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa%2F1IFO1%2FjdWr%2F8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc%2BKJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3%2FtM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB%2Fyox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt%2FqMDnvLpPNTXfNa60z5%2FyjXQOMq%2BlNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd%2BRiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb%2FpBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap%2F30lnVESgNnvjbUoT6w9N%2BXoio0qcYOIM%2Bheg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X%2BPE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa%2BdAdAbMYX6HVF8A%2B7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf%2FNf%2BNy65BhYxxxV%2B77XJ2wfQ389%2FIQPgajXbwMsuAz%2F0IaQcXJavKbRqR2IqyZruXjVC2%2Bhdee%2F5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab%2FwXl2CNe7s%2FqCtTvWgG5kpBmCBlSzDS%2Fr8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8%2FNCfiOUVirYcBbIeA2%2BiF68rQIo3B%2FS628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935%2Bk1efkV51mzzrM0LL3%2F20avnwMeKuWyOUZg2TasSqZ%2BKcZQiOn1Iu2Vh497ALUVZiCKt%2Fgh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1%2FuzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb%2BokJ5JRDyf54Axur1D%2BWS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt%2Bt%2FqW2%2B93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz%2BtJo%2BwijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF%2BkuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj%2BZ4i%2B42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA%2FhRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz%2Bx%2BFkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3%2FRTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY%2BuSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN%2BfiK86LeXj%2BSc5lPKy%2Bk%2FvCUI%2FDaLFYCWHr6nbXuILTIsb5imNKY%2FrCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T%2FyOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH%2BL0eCPxmsa5ZpgRJSDZ11yDv%2Bjmbd86vxZfc1WcZJ3UkMq1BOOOVtvu%2F%2BpB%2Ben186d3GTwWAw2jheaJs09%2F%2BLNfZft37DALyrNj1wABMuUKbODyTVnT%2FKYbJ3Tpq8IrNh92dkxOj5P%2FYpZx4%2FycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB%2BcV99%2FeTF6294dA8%2BTK6v74MHVpYNRt%2FI30e8QGTOOdfGWzzxcy%2B87a7bLjw37rHw1nPzp0KyyRSeZO%2BQQhInt3dYgvycjrPOv%2BT8s1rptaP84VeywdWX2T4ysr0%2F7TLIs6%2Bx9zib56ye1dM9e%2FXsZmePY3NDs9zlnNVt4%2BWgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS%2BXPplV2ts4bvCwZu%2BKzgITtxepaPRzWdpv74muvv6RO0SorX6cu%2FdqKn%2FXWnrtp%2FZragz13DUCl5myiFW2Ycvb0PtsXnU%2Btx8pvLFbUspLX68mdegwmOif%2FNPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3%2FjdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx%2B6arPqbkcNAHoFPzKUUQ%2BqL0k97pjbZv1I%2FegC9zTFbrrlFpNdmea%2BgIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV%2FScS%2BzjlASyUTVv%2FAJ46gkJI4bHX4lTnloctxPZE1ckS3%2BjG2fKIjkQFyzuo8jvYQG1OrGvJPSTu%2FnSp9PHNTl4z5hK%2F8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt%2FwkSx%2FJCmP5%2FcBKQfl%2F5gd%2BrOS%2F%2Bp91%2F%2BYCg5CXK2W4M9fu%2B%2F6xxX%2BvnelVuldIDCG0VQTpU9Dw4pRfei%2B6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15%2B5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl%2F5bqzYqT9hMmptEXDgTqP3Wiye%2BsD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC%2Fv8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4%2BTi7W9D%2FOZrLChdwxmPNiBRqVjnpK%2FaGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3%2BOfU5%2FieLS%2FNuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD%2BN2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad%2F3t2KTtPobnX6D8C8pd0MDP%2BKx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE%2BJGTS3JoEhTrz8%2FCB%2B5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk%2BhtwN5A0V3RCPoD%2FyXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps%2Ft%2B0iCT3AHVtZC7JDCXfR7OSb%2FXja5H3zQbZL1B%2BULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset%2BnQWdS%2FZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5%2BLhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW%2F3Q5Nn8BZEuzqEI7HK3n0%2BzFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj%2FmQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2%2FBWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY%2FyCZu%2FAmd5Or9uS3DYaeqVOhH7gZN%2F8I%2Fwi1fEuLXvyNivibjuKvN%2B1Nc01HF%2F3h%2Bef%2FsOhox8MPd5SFucPjorQwXT%2BytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP%2F79nbvCXFOY%2BPUjrT7%2FotsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9%2Bpbs6E%2FVu7Nk642%2FPYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu%2F19%2F5QW9Rv1U1ridT22i%2B53pzumbs%2BXFFXYC%2B%2BCGsTj5JUT%2FGCgRt3n78i2n71FHG4%2Fu6X%2B%2B9%2Braya7os3ZbDmgWfXun44e%2Bu2NZKuGZ0HiF8M4TlMPR%2BEU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l%2BuXrbjPUyep%2B8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq%2BNzK%2FOKSbsfl79o9G20R%2BbrBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery%2F7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1%2BSdazRrfddkBU98t1htvWrbjqSqjaCguxrffM%2F5zDCpBALUycmajhd%2BR6ww4SWafuZ5eU%2BtPid4lgd3gt%2Bb%2FY9rQoZNmiXYPXyRHbRs8zX%2Ff4WIFjWZJtUdSD55AP3xtXH%2BZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy%2F8F0GoqYPv75Yh9j3x4DuJ%2BuEzHRpAq2lMqb%2BqfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT%2BLUgx0Pg%2Fp87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv%2Fu9ZUWUx%2BPYFueUKwaNvbtu%2BXps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L%2FBehXuHqfaBwBEU7hfVLcXvS4VQv%2BT%2FvaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq%2Bk4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S%2FtkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP%2BEaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP%2FdsZ8%2BfP75D%2F9Uu5Gs3FY%2F2SxPld0DHOciXI9gqjcEidXjE%2B3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8%2BLTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7%2B%2BwW4gRDRbaxw2nrOGm%2BxOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot%2FFpHvIUjJovFEoYvHYV9C5Y%2FxN9OfcalvII37UEhTbTg%2FAQIaPb4Vz6j5u8%2FaViycMod%2FfkDcpu8QZbZoeBi%2FvbzP3XPsZvOubMtaPHkD9jt6%2BU2O7vqU%2F9C9SMvgrXpQNG%2FE0oJxun%2BCiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp%2FVAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y%2BpGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr%2BP2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr%2BP30f3OkPQ72aO0xYo3%2FEsmO3QO5qEF8S0qQH0UsKXv0brnl9%2B8M7jF174%2BDsfvPOl1au%2FRL5%2F9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x%2B4ofw%2B3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ%2BpYl%2BSf8YcurfmXP5F%2Fkj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0%2FOM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw%2B1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g%2BRn533qkocdvLs2HmhU75br%2FMmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3%2F3pYNi3bS%2BRd%2BGjOfVpAPNd6y64Gsz1GaZleWIPoYL%2Fv9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk%2FIojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB%2F36kP%2BK38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL%2Bx03nhh%2BoNo5e77psxg9Q5LzebIKD%2BfsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O%2Fkdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P%2FF7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF%2FBRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm%2BRdmIJQST%2FZfVdudUvh9S%2FqqNvqT98g9SQ3lHibZY0mRVHooyDN%2FFHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi%2Bd0s4%2Bztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr%2B1VZFcEZ%2FPdJkn1hOs8SXS%2FNFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq%2Brbyg1Z%2BO8VsNC1UmcvORPRfxtPrfRwL2p%2FoA1eZp6Z%2FaGffoewaXcA%2FxBlKlQLfhQL%2FoPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp%2FbXh5e5YXW2Ngfvza0ZF6UgFL%2FE0fTq4LBlvTE2qb%2FKuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8%2FVWi33c3bBZnGY05%2Bdm%2B3qc7fNmj4YGKLj2nfqFP%2Bg7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j%2BSYEWHlZ0K%2FHgsh%2FZtsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D%2BYVyKd0jw3iumwi%2FBC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc%2FJ5uGm6CViW5mulYMk%2BHqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br%2BfcLyoAyu8D9B7bgmzUqfFobF5nKnK4%2Bt8MPJkI%2FxHUNWk117jugWF%2BxazTAALQn6%2BUE9lhoI5ApGA%2FiuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL%2F3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n%2BjspIsHFjJrTOdzSMuOa9DbDcj%2FnH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U%2F8JbJZPJJLBLolH1La%2FRbF9AbC8JJjv%2FmMnssKjLRBJyqj9QXxNko0Ux%2FX79epfiXkm6fmKwF%2Fen1HLc6LxloXWKvGa5rVCVL83VuiPcDEX%2FK5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS%2FkTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv%2F36k2sbqCeCFNa%2BURpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR%2BD79H56NOz0EVWCTy2%2FfffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ%2BT%2FEl3uZqL%2BFyzSZ8XxpTiI%2FG0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ%2BeuOeG2SORmKZr%2FqKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya%2BvlKqv6aXK1qIj3imL%2BL6hL%2ByvUlFfE0VKZ7E8gBY3M%2F8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry%2FLgZIlCeP11Z4zs%2FAwvVwtGFEut5S1JY4lfyT0N%2FevOLo%2BrUEgjcqc9IkGpQbv3iW7Co5b%2BKgjvpzYdH85PLcc4X21ouwEGl%2FS4qnUAvoSlXUUhR1eKr2VWFTB%2BGMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH%2FqPepXQ0Db77CJOAImohB%2BRPWr31ev5g%2FkE%2BzTa4lbvZo8xdWPffQu9yJTPCNB66s%2BzXoJt%2F0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0%2B3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80%2BUxfUHPlBZIRVNQ%2Bv0xRm8REKPoLmNr0%2BUo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV%2F%2Bmfr0C0r%2FNkeXbbpPlOTBBwT0mVz1zx9S%2FwJecBF9Wgv3p032iP2v4VSgfgW2G%2BHUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt%2FQRasn2kri%2BH6L80MJRsmVYJrAKyDItpJUy3%2F15WYIJqcJ9Q5N%2FLFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb%2BIP8gHed%2B6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha%2FfJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG%2FXbOFz%2BTcq2MLrcmV28Nmi%2FOHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw%2BluPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs%2B31Wm5qpH%2BiJWSzqdPr2O7zc2TmtnrzCig6bBd%2FvgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I%2FMAp9q9S3Q%2FclADNm1wEeO%2Bxbwg5OIYHZLY3ehG5lJk2xhco%2B6JWybpEVz2wrR6hZyD0QXZbeDVB%2BonmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P%2B1fAll%2BSyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y%2Bcf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY%2Ff%2BucuMtCuP%2Fe4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn%2F%2B7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7%2F6B23%2Bf%2Bsp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz%2FQ0hI0m3NKDRfkgsrnamo%2Bp0CAq1FyvC3a3Nak%2Fs5VX282x9Ufy3E39VAx6o7LpCvO2wK%2Bch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5%2BjP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00%2FWavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR%2BgufwA8GegxUEo4A%2Bgd0BASHiH6jYMLIsUdQJTs%2FC641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW%2BAMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA%2FxUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA%2FE%2BDXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX%2Fk%2F7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh%2FTK18StOPhwG9Xo5mqXAxvw%2F79YQwwDR%2BnAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw%2BoTFqxtz8dxwtogBnF9MjIl%2Fin%2BK8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O%2BGC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6%2FOC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx%2Bv1UKPsfvzQU0Kc83i2VdILmd2%2FyX55zT9luN2%2BCu4nKfwPcK%2FCvDVU%2BpHh8%2BLaldIf1fA5h3ndT6Fln9%2FW%2F9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW%2Fuib%2Fud%2BVK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M%2BVG0KsUdgdvpgP%2F6NqqP0%2FgHZFUfGEijZLHpiIgvV5%2FBltrj8Qd7XQd5p4P%2B7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z%2FvvacG%2Frjpsvnpzs0B1Id6fmX8119l88XnOxe%2FuGrzzHcdu7UtY3%2B2vmXN5zUyj3ZcPl8p1sZSs6%2FnGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q%2Blwg1RdRSpFDNzosb44YJXnAfoEOpZW%2F%2F6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21%2FBWW5DnPQbn2X1WK43%2FaM2n18DfSoybbNHijFpamzXI31eRibGUOxSu%2FlT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO%2FVjC%2FEinToFyoNDz2p9XD6g78WgQdPG7Z3R0T%2FZ5dTM9lsL8Ktek7szl2L%2BgQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T%2F4VeamYPlLtffdQsk%2B2sUTY%2FzDXl%2F05W53%2FBz9UK3p7LjapZ2ZxOm%2BUlZXrL3HHGqO8%2BwVroDaCTTnTxitMxmiAAYQzVJQH%2Bnj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj%2F9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz%2B3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62%2FqN%2FtjQxnSnhnKPw%2BLNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh%2FLvQZnt0evgIhTFV0kE%2FPYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8%2FCj1Y9NY6cnGVW0CjTLaz7E3epvaT%2FLtTV72Rs%2B0WVVmd0dz%2FMGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf%2Fz%2Bfdka%2BeKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ%2Bbewnf18ap4Ib%2BmSMrtDU5zqlD8QANa5MBGh%2FOwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq%2B7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2%2BYuMbmE9dwGYB4KFTsvnDE6Ah47r%2FfE3AYI%2BoXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU%2FA%2FJsw%2BvWDa%2F7emewLaoeibaF1B9qUNnuqWK3%2BUfXYVL1v%2FomD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk%2Bgk8pL0mcCDOn08MDAQlf%2B%2FSlTZ1z12fnqntOhbOTL9%2FZdevbAPN%2Byby1f%2FuUtC%2Fixm8ZBo59LTXEW060hGrTDplNprWd58fwB%2Fb%2FE27BdS%2Fs7U%2BrGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt%2BKh6HN4ti6lxIhT%2FwahnZtWwzlY9QHQ2c79C%2BdxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah%2FPFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn%2B2MnYv36dbMDBTonl%2FT%2Fma5IKAyEGz%2B4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK%2Fyp%2FgLEBVat5WnPDdKA574ubuFJ%2FIUfZ%2FY2Nt6mN%2BZNNTSTaeI56gKwkXerTe9DDHUw8%2FH35FY3nNN7GGuBKWhrV9ep%2B0k1WjNWVaHkW1yA%2BQHWNu8rtBw2a5YXuE40rs7%2FGA%2Bj09V3hA98yRnFPOGr8ltGlsFdD%2F7tRce3LH6Trcneuiy7K7J3khKu%2B3qUaXPWaX7T6%2FKfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM%2B0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz%2BXmcOs1H31U6cC6RTVLfCg7RNBF1UF2%2FwBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH%2BWC0E1qOGtP66s1MYv%2BVLu8%2FXFXvV%2FZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86%2F1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp%2FlYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm0MhG1%2Bx1SXwLpFi53b%2BaHRYo%2FIrbZtuWAKu5cSEXfybnnmUCaXGTpQr0xK2O2WWY76f%2BnAjNVf7nCZHU5XqIkTnpt6VtvsFlPXg1031g%2FVRdpkkyVpD7jnmax88QwDvg%2F66NnMRdRXTcGTmQc3cuINwN5IQqi0yzb%2BYFVHuVqI5s4ADfg5oE4ybDLd28mFSFmYvRoomsWXEdLU2Wl3GJy93ZNb%2Fd5gqmNaqJZSO1l6PVRy0nZIj%2F45EetjLguh1rLqR%2BSK0hO6NrsqcNX8zoUdjQYDJ7tb4os6%2Bi%2BY0qpY2AWlnLRDWdGFTfGY1gV0zNAtJ7pdo24se0D88AwLY%2FgZmE9iuP4V5v7CSR%2FRThaHLh%2BUeBkXwU6BC7lGOevK65udTv%2BtS%2FPfW7qj3ljTcj3b9OkbV85t8xsMj7Ddj7DGpthZKwKPvso%2Fc%2F1K9aLE12fMWLV1y1D9ua8lyJdWXr%2FbG%2BnoCFutf%2FmLILe39ITUV4igr3876fpX5g2zeB52sWnIL4fXHlgeUzOx5QfIvJQyrKQE9wHUqVq%2BPEaOrz0wVvNbJZVSfsuMzxN4l9PkedFzw9V5Dj%2BnzpgoT4ZxCxJfC5RWLc74YVHxKlExCYt0JAOMatREhHBSCAtSfod6x6Ls8HCWECLwXZ9nd5Dz1T24JUdWs6fU3%2B%2BfcnT49Qe%2BkBs%2BwdsMZgPXMp3U5S958snPP%2FEE7bvkOPCuTUDTUQ%2FUzirLhML9yPahoe1D5Fj5jWsaoveyP00PehdUAHk%2FseDVWsvDWXXXsyn%2F4wfpXc2V3%2FQxli3jl%2F5hj%2F83avSCfpTNxOEKLmTjxOEKuxgNlsQn0xgct724mhynupNW1Ph6o3RYS3%2F%2B2TJrzLlkFz%2Bip3qCHKf6eqW02QJLjBYuuj4sobhCWqa%2FYHGEHpcnumuWSOhxeaL7sOakNR6vvmo%2BYcfFA8UFXEPZf9UjyudIOyNwx%2Fi90DdsujS%2FFX2UAwvWSVK4NxaMhAGw3oowp%2Fuc8CTi7D2rBgZWwb%2F60faR7SPsEbjkXy4G0XaqhXPwe2cePjxjxuHD6ssQuR1fq6PF0E%2Bo2t1nePTn8TUmxz%2FA3crMoCc7egESuoTHYc7mYdg6etORoOhR7BBGD%2BqJopELrl4S6cJNRtEAsLP%2FOdvnJq0Wo0GolY2Et9VFB2Kf%2B4bZvVyxfOMz3WdFfSIryj6DwWghre7aQbdiDrkTL3A3vNDuDpk93HqXwam%2BbWmUJZfNn5ozKV5Pmmq8PF%2FjVY%2B2Tlk2M2RzSXKjmbQ4RZcQavEYrN%2F9rlXwtIQqzxQNMzPPfHYLvuPoO9TbT8bpGw5CQPGd%2BSyX%2FCyf0Vxjd2R9NmsunnXYa8xGHzn%2BsSfM5J0y0DZEXWWxkXjcR75KBLNLHi7XvX2G8VOrf4Ykg0AMdBESIpo7MgAfyakA6rkqpI6UjNs0px7cMV%2BD5BF49Tez1VGnYmq0WIijp985m4Sn2gJR9b07riPPFo97OYbUZbxJCpot7H%2FlpZBicglCPN7WOfJkcHqc3ElWqvvz%2F1E6bIQrG%2Btz6WkM1SM9FBTR7FSs8KyBBytSmNEoquJNFN5EQyTiCrnKDx1h58yxCepPHU5nxGoxEQeeOZi2m80DxNxncVhr6BmEfUarxejw%2BWSiHhWk19bSY7aKR5MsteblJpfTLtjimBouXsm3d3djjYM%2BwEW0El9dM%2FueVRWIsXwe43R7SgbVZqrnqoJ1X%2FkuF7pcgf8duv4q6vayV5U9zMV91GxO59UUjW8rHV6u799WzKMT7umRCXbYUKM%2BfoaCcwgaoqZUtmodV3p%2BX7akb4dnU9B9La38RPFUG2SCC90tVA4XwEFhyOpZZrUCsgWYHsczLFBBVGNtstoN1bw0Z%2BO4fYIbvZVt4EUcJEKOhHeincWqONw%2Bq6w5Go%2BWGOSR7LhKV%2BKBqbBPpfUvOf9QqkpDyVhBeyyZQGMsdA5FBUqvFMtUyGq9vjnsAJU4UcrxldP1CCaofyDkSAifoP5QwWx%2BSyUGxp75BzGAvtG7uQ38LehlyEQMeh0TeE6Bm7tYdXqdkt0uOb3kfYlNwmOdDyacOq%2FqlFo1v%2BPTmTi3E%2FglC9W11b34A22zmLzvb231Q0L2Bgg60OTW4YdstO%2BYOJnO38TtpH7zy9ymokWyA79qlVSn38HtpFlImFnhu3b4boNWXklOXV0Iwo7lQ1hrZyPFcwtjwFP7iEKSHSSJw509kh8kj6pr%2BH1jR7km9vcvqN9657vffefkv%2BfKxge1X%2B7RdjYUPIESN7gTvRkB%2FRMYtEkaVkdHApmdBPpnKmz0n1xSWFOyVIuLrinZwpoCRe6kyiVZoHX088F%2BUX4%2BWKS4iBTP0IWxGtZgOdMaV4KTayqHQF%2FVihBwTbgDXTCmKoOBJeNhwJMzEVjtjIFLuU38fPR7hqNG1JS7g%2FqRCuy3vmQ3W9Vu8qbVbP%2BSzazGRJH83MzP90Ck2m31mMjP8TiLn5uwD2Ugr2PFvPQjB5BnSJvQxGQZZEB%2BLopqzGzDbMmbkAPkZVJjeO5FzOSBKCgJze2ZS4Gemc9twrwY6u9H61iUQTcRvtdT9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%2FTAF4EewSUABgAAAETNjIXEyEyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAyABYRMT%2Fp8RDPn%2BbxQLDPb3DAsUAZD7DBEAAv%2FTAF4EewSUABgAIgAAARM2MhcTITIWBwUTFgYnJQUGJjcTJSY2MwUjFwc3Fyc3IycBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAfPwxUrBw0rA6k4DIAFhExP%2BnxEM%2Bf5vFAsM9vcMCxQBkPsMEWSO4ouM5YzTAAABAAAAAASwBLAAJgAAATIWHQEUBiMVFBYXBR4BHQEUBiMhIiY9ATQ2NyU%2BAT0BIiY9ATQ2Alh8sD4mDAkBZgkMDwr7ggoPDAkBZgkMJj6wBLCwfPouaEsKFwbmBRcKXQoPDwpdChcF5gYXCktoLvp8sAAAAA0AAAAABLAETAAPABMAIwAnACsALwAzADcARwBLAE8AUwBXAAATITIWFREUBiMhIiY1ETQ2FxUzNSkBIgYVERQWMyEyNjURNCYzFTM1BRUzNSEVMzUFFTM1IRUzNQchIgYVERQWMyEyNjURNCYFFTM1IRUzNQUVMzUhFTM1GQR%2BCg8PCvuCCg8PVWQCo%2F3aCg8PCgImCg8Pc2T8GGQDIGT8GGQDIGTh%2FdoKDw8KAiYKDw%2F872QDIGT8GGQDIGQETA8K%2B%2BYKDw8KBBoKD2RkZA8K%2FqIKDw8KAV4KD2RkyGRkZGTIZGRkZGQPCv6iCg8PCgFeCg9kZGRkZMhkZGRkAAAEAAAAAARMBEwADwAfAC8APwAAEyEyFhURFAYjISImNRE0NikBMhYVERQGIyEiJjURNDYBITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NjIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR39vQGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHQRMHRX%2BcBUdHRUBkBUdHRX%2BcBUdHRUBkBUd%2FagdFf5wFR0dFQGQFR0dFf5wFR0dFQGQFR0AAAkAAAAABEwETAAPAB8ALwA%2FAE8AXwBvAH8AjwAAEzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2MsgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR0ETB0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHf5wHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0ABgAAAAAEsARMAA8AHwAvAD8ATwBfAAATMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYyyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHQRMHRXIFR0dFcgVHR0VyBUdHRXIFR3%2BcB0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHQAAAAABACYALAToBCAAFwAACQE2Mh8BFhQHAQYiJwEmND8BNjIfARYyAdECOwgUB7EICPzxBxUH%2FoAICLEHFAirBxYB3QI7CAixBxQI%2FPAICAGACBQHsQgIqwcAAQBuAG4EQgRCACMAAAEXFhQHCQEWFA8BBiInCQEGIi8BJjQ3CQEmND8BNjIXCQE2MgOIsggI%2FvUBCwgIsggVB%2F70%2FvQHFQiyCAgBC%2F71CAiyCBUHAQwBDAcVBDuzCBUH%2FvT%2B9AcVCLIICAEL%2FvUICLIIFQcBDAEMBxUIsggI%2FvUBDAcAAwAX%2F%2BsExQSZABkAJQBJAAAAMh4CFRQHARYUDwEGIicBBiMiLgI0PgEEIg4BFB4BMj4BNCYFMzIWHQEzMhYdARQGKwEVFAYrASImPQEjIiY9ATQ2OwE1NDYBmcSzgk1OASwICG0HFQj%2B1HeOYrSBTU2BAW%2BzmFhYmLOZWFj%2BvJYKD0sKDw8KSw8KlgoPSwoPDwpLDwSZTYKzYo15%2FtUIFQhsCAgBK01NgbTEs4JNWJmzmFhYmLOZIw8KSw8KlgoPSwoPDwpLDwqWCg9LCg8AAAMAF%2F%2FrBMUEmQAZACUANQAAADIeAhUUBwEWFA8BBiInAQYjIi4CND4BBCIOARQeATI%2BATQmBSEyFh0BFAYjISImPQE0NgGZxLOCTU4BLAgIbQcVCP7Ud45itIFNTYEBb7OYWFiYs5lYWP5YAV4KDw8K%2FqIKDw8EmU2Cs2KNef7VCBUIbAgIAStNTYG0xLOCTViZs5hYWJizmYcPCpYKDw8KlgoPAAAAAAIAFwAXBJkEsAAPAC0AAAEzMhYVERQGKwEiJjURNDYFNRYSFRQOAiIuAjU0EjcVDgEVFB4BMj4BNTQmAiZkFR0dFWQVHR0BD6fSW5vW6tabW9KnZ3xyxejFcnwEsB0V%2FnAVHR0VAZAVHeGmPv7ZuHXWm1tbm9Z1uAEnPqY3yHh0xXJyxXR4yAAEAGQAAASwBLAADwAfAC8APwAAATMyFhURFAYrASImNRE0NgEzMhYVERQGKwEiJjURNDYBMzIWFREUBisBIiY1ETQ2BTMyFh0BFAYrASImPQE0NgQBlgoPDwqWCg8P%2Ft6WCg8PCpYKDw%2F%2B3pYKDw8KlgoPD%2F7elgoPDwqWCg8PBLAPCvuCCg8PCgR%2BCg%2F%2BcA8K%2FRIKDw8KAu4KD%2F7UDwr%2BPgoPDwoBwgoPyA8K%2BgoPDwr6Cg8AAAAAAgAaABsElgSWAEcATwAAATIfAhYfATcWFwcXFh8CFhUUDwIGDwEXBgcnBwYPAgYjIi8CJi8BByYnNycmLwImNTQ%2FAjY%2FASc2Nxc3Nj8CNhIiBhQWMjY0AlghKSYFMS0Fhj0rUAMZDgGYBQWYAQ8YA1AwOIYFLDIFJisfISkmBTEtBYY8LFADGQ0ClwYGlwINGQNQLzqFBS0xBSYreLJ%2BfrJ%2BBJYFmAEOGQJQMDmGBSwxBiYrHiIoJgYxLAWGPSxRAxkOApcFBZcCDhkDUTA5hgUtMAYmKiAhKCYGMC0Fhj0sUAIZDgGYBf6ZfrF%2BfrEABwBkAAAEsAUUABMAFwAhACUAKQAtADEAAAEhMhYdASEyFh0BITU0NjMhNTQ2FxUhNQERFAYjISImNREXETMRMxEzETMRMxEzETMRAfQBLCk7ARMKD%2Fu0DwoBEzspASwBLDsp%2FUQpO2RkZGRkZGRkBRQ7KWQPCktLCg9kKTtkZGT%2B1PzgKTs7KQMgZP1EArz9RAK8%2FUQCvP1EArwAAQAMAAAFCATRAB8AABMBNjIXARYGKwERFAYrASImNREhERQGKwEiJjURIyImEgJsCBUHAmAIBQqvDwr6Cg%2F%2B1A8K%2BgoPrwoFAmoCYAcH%2FaAICv3BCg8PCgF3%2FokKDw8KAj8KAAIAZAAAA%2BgEsAARABcAAAERFBYzIREUBiMhIiY1ETQ2MwEjIiY9AQJYOykBLB0V%2FOAVHR0VA1L6FR0EsP5wKTv9dhUdHRUETBUd%2FnAdFfoAAwAXABcEmQSZAA8AGwAwAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBTMyFhURMzIWHQEUBisBIiY1ETQ2AePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnL%2BfDIKD68KDw8K%2BgoPDwSZW5vW6tabW1ub1urWmztyxejFcnLF6MUNDwr%2B7Q8KMgoPDwoBXgoPAAAAAAL%2FnAAABRQEsAALAA8AACkBAyMDIQEzAzMDMwEDMwMFFP3mKfIp%2FeYBr9EVohTQ%2Fp4b4BsBkP5wBLD%2B1AEs%2FnD%2B1AEsAAAAAAIAZAAABLAEsAAVAC8AAAEzMhYVETMyFgcBBiInASY2OwERNDYBMzIWFREUBiMhIiY1ETQ2OwEyFh0BITU0NgImyBUdvxQLDf65DSYN%2FrkNCxS%2FHQJUMgoPDwr75goPDwoyCg8DhA8EsB0V%2Fj4XEP5wEBABkBAXAcIVHfzgDwr%2BogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K%2Fu0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf%2B7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY%2FAT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX%2FdQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K%2FXQYGf5XDB4CBggEDRkBqRkYAowKDsgOC%2F4%2BCw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJy%2Fov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2%2BDCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ%2BAjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL%2FpYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ%2BAjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L%2FpcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv%2BlwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB%2FAI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA%2FK4KDw8KA1IKDw%2F9CDIKDw8KMgoPD9IBwgoPDwr%2BPgoPD74yCg8PCjIKDw%2FSAcIKDw8K%2Fj4KDw%2B%2BMgoPDwoyCg8P0gHCCg8PCv4%2BCg8PvjIKDw8KMgoPD9IBwgoPDwr%2BPgoPDwSwDwr7ggoPDwoEfgoPyA8K%2FK4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT%2FtRSdmQpOzspA4QpOzsp%2FageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE%2BATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH%2BWwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT%2B%2BuSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF%2F%2FtQKDw8KASx03qP9wAwI%2FjQIDAwIAcwIDAwI%2FjQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ%2FAScmND8BNjIXAUEBAgkMDAn%2B%2FhUZ%2BgoPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg%2BEeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY%2FATYBQQECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK%2FRIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd%2BhGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk%2FnBkAfQCvMjI%2FtTIZAJY%2B7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs%2FUQBLGRkZAOEZGT%2BDGRkAfT%2B1AEsA4RkZGQCWP4MZMgBLAEsyGT%2B1AEs%2FtQBLMhkZGT%2BDP4MAfRk%2FtRkZGRkyGTI%2FtQBLMhkZGT%2B1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI%2FOD%2B1AEsyGRkyGRkASzIyMgD6PwYA%2Bj8GAPo%2FBgD6PwYA%2Bj7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI%2FjAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAwYCqggI%2FjAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg%2F9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj%2F%2FwRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4%2B%2Fj4dBLAdFfuCAbz%2BQwR%2FFR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY%2FATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2%2FkQLEAFOBw45BhcKAcIKFwY%2BDgdTARABVpYKFgROBBYK%2FdoKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw%2F%2Bsf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg%2F%2BcA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP%2FagOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE%2BBAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT%2Bz76Hh76H%2Fu9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K%2F7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE%2FAQEDIQMCqQGBFCgSJQkK%2Fl81LBFS%2Fnk6IgsJKjIe%2FpM4HAwaBwcBj6wBVKIEr%2FwaMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu%2FVoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU%2BATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD%2BDCk7AQYLFyEaAdc5dWM%2BHy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb%2FK5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK%2Fgy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL%2FtQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI%2BAzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI%2FOCnpwMgpwACACH%2FtQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ%2FnAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V%2FagVHR0VA%2BgVHR0V%2FBgVHR0VAyAVHR0V%2FOAVHR0VBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR3dArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V%2FagVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V%2FOAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3%2B6WQVHR0VZBUdHf7pZBUdHRVkFR0d%2FulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA%2FAAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA%2FAE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG%2F5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V%2FgwVHR3%2B%2BqfIyAHCASwVHR0V%2FtQVHR0VAlgVHR0V%2FagVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V%2FgwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd%2B7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH%2F0SHywsBIT%2B1AEsA%2BgsH%2F12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs%2FNJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7%2B4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4%2BrWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab%2FG8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ%2BBQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ%2Ff4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA%2BhsAgYUFR0OFgoFBmz9BQGQMje7%2FpApOzspAfQpO8i7o%2F5wpbm5Azj%2BlqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp%2FgwpOzsptsj%2BtKW5uaUBkKW5%2Ftf%2BljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml%2FnClubkCfwFTCAj%2BrAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn%2BDCk7OymZZ6W5uaUBkKW5G%2F7TBxUH%2Fs4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX%2BcKW5uQHKAYsHFQdlBwf97QcVB%2FgHB2UHFQdvCBQETBexOyn%2BDCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH%2BAcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE%2BAQgIFAgBBAcFCqrICggBCAgI%2FvgICsiqCgUH%2FvwIFAj%2B%2BAgFCq%2FICgj%2B%2BAgIAQgICsivCgUDlgEICAj%2B%2BAgKyK0KBAf%2B%2FAcVB%2F73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ%2F%2BMB0VZBUdHQRMHRX%2BSgHFDggV%2FBgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ%2F%2BMBUP%2FjAdFWQVHR0ETB0V%2FkoBxQ4IFf5KAcUOCBX8GBUIDgHF%2FkoVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ%2F%2BMBUP%2FhQPDwHsDxUB0A8VBBr8GBUIDgHF%2FkoVCA4B4A4qDgHgDggV%2FkoBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS%2FNISGRkEMv4OCx4L%2Fg4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2%2BsgVHR0VyBUdHQGlyBUdHRXIFR0dA%2BgdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw%2F%2BFA8V%2FjAPFRUPAmQBthUIDv4gDioO%2FiAOCBUBtv47DggVA%2BgVCA4AAAH%2F%2FgACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL%2BMQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX%2BOQ4JFAPoFQkP%2Fj4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA%2BgVCA7%2BOwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW%2B%2B4WCQ8B9Q8q%2FfcD6BUdHRX8GBUdHQQ5%2FeQPFhYPAhwP%2FUgdFWQVHR0VZBUdAAEAiP%2F8A3UESgAFAAAJAgcJAQN1%2FqABYMX92AIoA4T%2Bn%2F6fxgIoAiYAAAAAAQE7%2F%2FwEKARKAAUAAAkBJwkBNwQo%2FdnGAWH%2Bn8YCI%2F3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4%2BrWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX%2BDBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm%2F5%2BHRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI%2FARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ%2BAQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB%2FIHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm%2F4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ%2BAQUiDgMVFDsBFjc%2BATMyFhUUBgciDgUHBhY7ATI%2BAzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ%2FeMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD%2F7UDwoyCg%2FIDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw%2B5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP%2Fs2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA%2FAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJyg2oHB%2F7ACBQIyggIagcVB0%2FFBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf%2BvwcHywcVB2oICE%2FFBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ%2BAQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV%2Ft0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA%2FkAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ%2FAgoQEP32EBf92hUdHRUCJhcD8f5VDSYN%2FlUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3%2B3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN%2FlUNJg3%2BVQ0KFQEjHQSwHRX92hcQ%2FfYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ%2FAgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN%2FlUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I%2FiH%2B1BUdFQ5e%2BQgUCGoHB%2FleDggEsB0V%2FtQVCA5e%2BQcHaggUCPleDhX7UB0VASwVCA5e%2BQcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ%2FAScmNgP2agcH%2BV4OCBX%2B1BUdFQ5e%2BQgU%2FQwBLBUdFQ5e%2BQgUCGoHB%2FleDggEYGoIFAj5Xg4VHRUBLBUIDl75B%2F3xHRX%2B1BUIDl75BwdqCBQI%2BV4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3%2BDA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc%2BBAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP%2FnDI%2FnAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe%2FokKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf%2BiQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc%2BATc%2BAScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy%2Ft3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U%2FM0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc%2BATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY%2BBDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA%2F%2FcAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl%2BDiINfWjIWCwQMWv3%2FIw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP%2FcAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ%2BBTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2%2FVFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP%2FngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U%2FBQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR%2FplkGhPNzRMaZP6ZERgWDwFrBLBYPv6t%2FrsOMRQpFA0M%2Bf75XRRAFRAJgIAJEBVAFF0BB%2FkMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA%2FAEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk%2FHxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd%2FnD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb%2FkPD%2FkOFZ%2F9qP7dFR0dFdECWPEV%2FamNetEVHR0VASMDGvkPD%2FkOFfG1jXqfFQSN5g4qDuYOCBWW%2FagdFWQVHQJYlhUI%2FpiNeh0VZBUd%2Fk3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7%2FtQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3%2B1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6%2BhUdHRX6%2BhUd%2FnD%2B1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB%2F%2F8A1ARMA8IABQAAAQcJAScBBEzG%2Fp%2F%2Bn8UCJwGbxwFh%2Fp%2FHAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH%2Fp8BYQAAAAAC%2F1EAZAVfA%2BgAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW%2FoP%2BHOYOCBWWAYHX%2FRIVHZYVCA7mDioD6B0V%2FdkVDvkPD%2FkOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3%2B1B0qHR8SHQYFyTYUHh4EsBYQoiUY%2FiUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw%2B1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz%2B1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY%2FATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO%2BQ8P%2BQ4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ%2F5Dg75DxUCWBUDYOUPKQ%2FlDwkUl5cUCQ%2FlDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt%2FBgpOzspA%2BgpOzv%2Bq2RkZAGQAtwXLSgV%2FR1kOylkKTs7KWQpO8hkZGRkAAAAA%2F%2BcAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k%2FV0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj%2B7BAIHBUBUQ76AgQQDw36%2FtT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM%2BATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU%2BLwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N%2FrmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI%2BARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW%2Bv4%2BMv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3%2BqBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv%2FtQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo%2FrgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl%2BIZJZkMjIBwvoETCEY%2FqgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX%2BDBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP%2FqoHphwOOmQBJYMGGw%2FLFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7%2BrRUoog0CDRElCkj%2BCVkBUxUoMjIBAgIDBQIZFrdT5B0V%2FgwVHR0VAfQVHQAAAAP%2FnABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf%2Bqg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH%2BJd0PHAaCASZq%2FqoCUGQVHR0VZBUdHQRP5gEFEBEXC%2F3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE%2BAR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN%2FfMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V%2FgwVHR0FDm5UaoMGGw%2F%2BqgemHA4OAWsfFm4NAQxUAS5U1ssVExIW%2FjgCCgIJAwcDBQMBDBGSVv6tZAElgwYb%2FQsdFWQVHR0VZBUdAAP%2F%2FQAGA%2BgFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM%2BBDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX%2BDBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf%2Bqg8bBgHP%2Fq1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob%2B7RAX%2Fu0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm%2F453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX%2B7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm%2BjfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm%2F5AARMQEP7tEBf%2B7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg%2BJFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD%2B7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ%2BASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY%2BATc%2BAzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU%2FOR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg%2FKhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh%2BWYcrIgsW%2FawQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA%2BgpOzsp%2FBgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH%2B1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E%2FtTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv%2BDMj%2BDDspASw7KcgB9Dsp%2FBgpOwSwOylkOyn%2BcGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj%2BL2oHB8deDggV%2FtQVHRUOXscIFALLXg4VHRX%2B1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX%2B1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX%2B1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5%2Fd8t2gXl6gAcbgv29vv%2BC%2Fb2%2F%2BLS0gIC0gAUwtICAWDg83ETNIMykfegEJ%2FoctICAtIAIdLSAgLSAEqF%2Bf3fLdoF5eoN3y3Z9Xb7%2Fgv29vv%2BC%2FBiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf%2FYAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr%2Bqw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB%2F0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH%2F6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6%2BRAH%2FSBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg%2BPqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB%2FslVVsn%2BAeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn%2F8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ%2FARYfAQcXAQKru0KNQjgiHR8uEl%2F3%2FnvUaRONQkIBGxJpCgmNQkL%2B5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl%2F4%2FnvUahKNQrpCARv%2BRmkICY1CukL%2B5UJCjUK7Qjc3LxFf%2BAGFAAAAAAMAyAAAA%2BgEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7%2FVj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8%2FRY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT%2B6dT%2BzP7oywEz0gEsAQsjDx0qBKH%2B5g8qHQ8j%2FvX%2B1NL%2BzcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH%2Fs0NBxMtPGQ%2Bi6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ%2FsoCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc%2BATM2FjMyNxcOAyMiLgEHDgEPASc%2BBTc%2BAScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig%2FIhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn%2F%2FwSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF%2BYOCBWWyJYVCA7mDioBLBYO%2Bg8P%2Bg4WA4QQ%2BQ4V%2FHwDhBUO%2BQ8AAAQAGf%2F%2FA%2BgEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI%2FtTIyAEsArxkZAH0%2FHwWDvoPD%2FoOFgOEZMjI%2FRL6ZJb6ZAAAAAAEABn%2F%2FwPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO%2Bg8P%2Bg4WA4SW%2BmSW%2BmT7UGRkAfRkyMgAAAAEABn%2F%2FwRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD%2FoOFgOE%2FgwBkGT7UGQBkGTIyAAAAAAEABn%2F%2FwRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD%2FoOFgOE%2FgxkAZBkyMj7tAGQZAAAAAAFABn%2F%2FwSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk%2FnABkGT%2BDAH0ASwWDvoPD%2FoOFgOEyMj%2BDMj%2BDMj%2BDMgABQAZ%2F%2F8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD%2BDAH0ZP5wAZBk%2FtQBLGTIyAEsFg76Dw%2F6DhYDhMjI%2FgzI%2FgzI%2FgzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P%2BcKW5uQJn%2FgwpOzspAfQpOzsETLuj%2FnClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml%2FnCju7wCZP4MKTs7KQH0KTs7%2Fm%2F9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn%2BDCk7OykB9Ck7gr4MJAy%2BDAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX%2BcKW5uQJn%2FgwpOzspAfQpOzv%2BFQGQFQsMvgwkDL4MCwRMvKL%2BcKW5uaUBkKO7yDsp%2FgwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf%2BDCk7OykB9Ck7O%2F77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn%2BDCk7OykB9Ck7z%2F0QGBgQ%2FREAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX%2BcBUdHRUBwik7Oyn%2BPhUdHb8BRBAQ%2FrwQFvoVHR0V%2BhYETLml%2FnCluR0VZBUdOykB9Ck7HRVkFR3p%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B%2Fvf%2B8wQMDgkJCQUCUCcn%2FtIXCAoQSwENuwUJEASeCQoRC%2F5TBwEjEv7K%2FsUFDwgLFQnlbm4TFRRWAS%2FTBhAAAAACAAAAAAT%2BBEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4%2BKTs7KQHCFR0dFf5wpbm5AvEBRBAQ%2FrwQFvoVHR0V%2BhYETB0VZBUdOyn%2BDCk7HRVkFR25pQGQpbnp%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj%2B75wpOzspAfQpO8i7o%2F5wpbm5pQEsBLAdFf5wFQgObf7IDw%2BNDykPAThtDhX%2B1Dsp%2FgwpOzsplMj%2B1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx%2FnugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO%2FoEOJw3%2BhQ0JFfod%2FoUD6BUd%2B7QdA2dkBLAdFf6iFg%2F%2BVg8PAaoPFgFeFR38fB0V%2BvoVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE%2BAQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n%2FfkD6BUd%2B7QdA2dkBJ7%2BTQ8g%2BhQeHRX6IQ8BrxAC%2FH8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB%2F7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH%2FfMICAEjCBQIiwcH%2FdIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY%2FASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A%2BgVHfu0HQNnZAP%2Fjg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V%2BvoVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ%2FAQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A%2BgVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3%2BWB0V%2BvoVHWQyMgACAAT%2F7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d%2Fsb%2BcQSs%2FTMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V%2BgH0ZMhkZAPo%2FK4VHQGQ%2FnAdFQPoFB7%2B1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC%2FtVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf%2BXAgUCMoICGoHFQdPASkHFQPolf7VXwkJk%2F5wHRUD6BQe%2FtQBLMjI%2Fc5qBxUH%2FlsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72%2FreWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykD6P7zZ4YPAw7%2B9v5wHRUD6BQe%2FtQBLMjI%2FYxGDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM%2FqIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA%2Bj%2B1B0Vlv5wHRUD6BQe%2FtQBLMjI%2FagdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75%2Fm6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P%2Fvf%2BcB0VA%2BgUHv7UASzIyP2F5Q8V%2BhQeHhT6FQ%2FlDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd%2B1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U%2FdoVHR0VAib%2B1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX%2BcAGQFf0vMhUdHRUyyGRk%2FoL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI%2FoUdFWQVHcjI%2FcvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ%2BAzMyFh8BETMRPAE%2BAjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX%2B4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH%2FuuFR0dFQGNAQgbHzUeAWcfRJEZDA3%2BPhw%2FMSkLC%2F5BFR0dFQG%2FBA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn%2BDBlL%2FnAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr%2BdiUNODgBBQoUDgN4FhkBAjg4DSX%2BdgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn%2B2cj%2BcGQBd%2F4lASwpOzsp%2FtQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn%2BDCk7OykB9Ck7ZMjI%2FveFo4XGyMhm%2BBUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE%2BBRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB%2FLimdWQ%2FLAkJHRTKFB2N%2FsKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V%2B7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy%2FtEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI%2FOAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7%2FRv%2B1DspZCk7BEw7KfwYA%2BgpO%2F7UOyn9RAK8KTv84AGQKTs7KQAAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkyMhkZARMsHz%2BDHywsHwB9HywyP1EArzIZP7UZGQBLGT%2B1GQB9GT%2B1AEsAAAABf%2BcAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE%2FgxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI%2FUQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP%2BcAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj%2B1AEsAZDIyP7UASwETLB8%2Fgx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP%2BcAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE%2Fgz%2B1AEsAZD%2B1ARMsHz%2BDHywsHwB9HywyP1EArz%2BDJaWlpYBLAAAAAX%2FnAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8%2Fgx8sLB8AfR8sMj9RAK8%2FagB9GRWQUFUASz%2B1FRBQVYAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkZMjIZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yGT%2B1GRkASz%2BDAGQZP4MZAAG%2F5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8%2FUR8sLAYA4T9RMj%2B1GQCWGRkyP2oZAEsZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yP5wAfT%2BDAGQZMjIyP7UZAAF%2F5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI%2FUQCvP5wyDLIlmT%2BDAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz%2B1AEs%2FtRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv%2Fy%2F50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V%2FtQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi%2FbMPCv7tFxD0EBD0EBcBEwoPAAAAAAL%2F8v%2BcBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr%2Bhg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ%2BteGOkHAFoEBD%2Bk3NPRWsOExNkqWP9kuQQF%2F7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD%2B8qr%2B8qr%2B1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3%2Bs%2F7U%2FtRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd%2FtQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd%2Bx5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc%2BATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ%2Fj0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb%2F7V%2FtVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s%2FoQPCgI%2FASzIZKLU1KJktP51Cg8DhA8KwwMg%2FoTIyALzCg%2F%2B1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz%2Bov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9%2BAFe%2FdoERwoP%2FtTI%2FHzIyNT%2BZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT%2BogHCJCsRBP5w%2FnAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX%2B1BUdHRUyHQFzKTs7Kf2oARP2%2Fro7KVg%2BASw%2BWP201MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7KfzgKTsE9gFGAUQpO5Y%2BWFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG%2F2oKTs7KVg%2BASw%2BWAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7Kf4M%2FtQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP%2FogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs%2BwQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf%2BTB0U%2FtIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K%2BgoPDwr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPDwRMDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg%2F%2B1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko%2FPwoKUIcMT4BXmRkyP4%2BArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3%2B1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq%2F9WrIiCikBSAOvArwVHR0VlgET%2FEoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb%2BlR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf%2BvCcrI%2F7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW%2Fus5Okxra0w6Of5yHSodZGQdKh3%2B1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ%2F68Jysj%2Fs0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2%2BjGv4KOTpMa2tMOjn%2Bch0qHWRkHSod%2FtQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ%2BAjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz%2B1CU%2FP00T%2Fe48PUJtj0r%2BogK8FR0dFQ2K%2FEqJDBUdHbMETBUd%2B1AdBLChizlmUT9IGVO9VFShdksE%2FH4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA%2BgFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U%2F5wU3V1BRQ7KU4aXDYyMjZcGk4p%2Fkc2LmRkZGRkU3V1UwGQU3UAAAMAZP%2F%2FBEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr%2B5eANGiUNWP30Vw0mGg3g%2Ft8KDw8BqmQBRGQETB0V%2FgwVHR0VAfQVHf1EDwoyCg%2FgDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn%2B1AEsKTv%2BDDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg%2F4f%2FfsgIAEnH1n%2BrAFWAS%2F%2Bq6IDIBUd%2FHwdBI39VR9ZH4MCBh9ZHwEoH%2F5u%2FqoBMAFV%2FBsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV%2FnAVJwi9CBMVAnEdKh19FROo%2Fa0dFTIdFTDILxUdMhUdAocB%2BhMcHBP%2BBhMclhUdHRWWHP2MMhUdMhUdASz%2B1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr%2Bif7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD%2F7UyP4M%2FcEKDw8KA7YKD%2F7UyAAC%2F5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc%2BARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF%2BgoPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb%2FnP%2FmBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL%2FCtqQ0geZgM3FR0cE%2F0fFyIJKjr%2B1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g%2ByD5YrBwVODMQEAtEERzJLUAtLUD%2B24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz%2B%2BQFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg%2F%2B1MgVHR0LCgQOIhoW%2FnDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb%2BYDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj%2FsIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn%2BPilUrAFINhWWFTYFFKxn%2FgwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn%2BPilUrAFINhWWFTYFFJaz%2FkIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO%2FYL%2Bhk5klpZkAQEBBQQvkwKCAVz%2Bov6iAV4BXgL%2F%2FuWqPOCWx5SVyJb6BA0GCgYDKEEBG%2F1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz%2ByFh8WFh8%2FshYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o%2F4Mpbm5Asv9qCk7OykCWCk7O%2F2xAfQVHR0V%2FgwVHR1HAZAEsLuj%2FgylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX%2B1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA%2BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0V%2FBgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA%2BgEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8%2FV1c%2FP%2F75fLB8sAK8sHyw%2FcB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy%2FsCwfLB8fLB8sP7UsHywfHywfLD%2B05AVHR0VjgQAAAH%2FtQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BNgLpRRkUASoLCAYFGg8IAQQNGyc%2FKZK4ChRUFQu4jjBJJxkHAgcPGQYGCAsBKhQaTBQVCiMUM7YDe7YsFCMKFgNuEwYS%2FtkLHw8OEw0dNkY4MhwBIBgXBAQYF%2F7gKjxTQyMNEw4PHwoBKBIHEwUjKBYGDMHBDAUWKCMAAAAAAgAAAAAEsASwACUAQwAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjNC4DKwERFBYXMxUjNTI1ESMiDgMVIzUhBLAyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj9RBkIChgQEWQZDQzIMmQREBgKCBkB9AOEFSAVDggDAfyuFhkBAmRkAQUJFQ4DUgEDCA4VIBUBLP0SDxMKBQH%2BVwsNATIyGQGpAQUKEw%2BWAAAAAAMAAAAABEwErgAdACAAMAAAATUiJy4BLwEBIwEGBw4BDwEVITUiJj8BIRcWBiMVARsBARUUBiMhIiY9ATQ2MyEyFgPoGR4OFgUE%2Ft9F%2FtQSFQkfCwsBETE7EkUBJT0NISf%2B7IZ5AbEdFfwYFR0dFQPoFR0BLDIgDiIKCwLr%2FQ4jFQkTBQUyMisusKYiQTIBhwFW%2Fqr942QVHR0VZBUdHQADAAAAAASwBLAADwBHAEoAABMhMhYVERQGIyEiJjURNDYFIyIHAQYHBgcGHQEUFjMhMjY9ATQmIyInJj8BIRcWBwYjIgYdARQWMyEyNj0BNCYnIicmJyMBJhMjEzIETBUdHRX7tBUdHQJGRg0F%2FtUREhImDAsJAREIDAwINxAKCj8BCjkLEQwYCAwMCAE5CAwLCBEZGQ8B%2FuAFDsVnBLAdFfu0FR0dFQRMFR1SDP0PIBMSEAUNMggMDAgyCAwXDhmjmR8YEQwIMggMDAgyBwwBGRskAuwM%2FgUBCAAABAAAAAAEsASwAAMAEwAjACcAAAEhNSEFITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NhcRIREEsPtQBLD7ggGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHUcBLARMZMgdFfx8FR0dFQOEFR0dFf5wFR0dFQGQFR1k%2FtQBLAAEAAAAAASwBLAADwAfACMAJwAAEyEyFhURFAYjISImNRE0NgEhMhYVERQGIyEiJjURNDYXESEREyE1ITIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR1HASzI%2B1AEsASwHRX8fBUdHRUDhBUd%2FgwdFf5wFR0dFQGQFR1k%2FtQBLP2oZAAAAAACAAAAZASwA%2BgAJwArAAATITIWFREzNTQ2MyEyFh0BMxUjFRQGIyEiJj0BIxEUBiMhIiY1ETQ2AREhETIBkBUdZB0VAZAVHWRkHRX%2BcBUdZB0V%2FnAVHR0CnwEsA%2BgdFf6ilhUdHRWWZJYVHR0Vlv6iFR0dFQMgFR3%2B1P7UASwAAAQAAAAABLAEsAADABMAFwAnAAAzIxEzFyEyFhURFAYjISImNRE0NhcRIREBITIWFREUBiMhIiY1ETQ2ZGRklgGQFR0dFf5wFR0dRwEs%2FqIDhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAAAAgBkAAAETASwACcAKwAAATMyFhURFAYrARUhMhYVERQGIyEiJjURNDYzITUjIiY1ETQ2OwE1MwcRIRECWJYVHR0VlgHCFR0dFfx8FR0dFQFelhUdHRWWZMgBLARMHRX%2BcBUdZB0V%2FnAVHR0VAZAVHWQdFQGQFR1kyP7UASwAAAAEAAAAAASwBLAAAwATABcAJwAAISMRMwUhMhYVERQGIyEiJjURNDYXESERASEyFhURFAYjISImNRE0NgSwZGT9dgGQFR0dFf5wFR0dRwEs%2FK4DhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAEBLAAwA28EgAAPAAAJAQYjIiY1ETQ2MzIXARYUA2H%2BEhcSDhAQDhIXAe4OAjX%2BEhcbGQPoGRsX%2FhIOKgAAAAABAUEAMgOEBH4ACwAACQE2FhURFAYnASY0AU8B7h0qKh3%2BEg4CewHuHREp%2FBgpER0B7g4qAAAAAAEAMgFBBH4DhAALAAATITIWBwEGIicBJjZkA%2BgpER3%2BEg4qDv4SHREDhCod%2FhIODgHuHSoAAAAAAQAyASwEfgNvAAsAAAkBFgYjISImNwE2MgJ7Ae4dESn8GCkRHQHuDioDYf4SHSoqHQHuDgAAAAACAAgAAASwBCgABgAKAAABFQE1LQE1ASE1IQK8%2FUwBnf5jBKj84AMgAuW2%2Fr3dwcHd%2B9jIAAAAAAIAAABkBLAEsAALADEAAAEjFTMVIREzNSM1IQEzND4FOwERFAYPARUhNSIuAzURMzIeBRUzESEEsMjI%2FtTIyAEs%2B1AyCAsZEyYYGWQyGRkBkAQOIhoWZBkYJhMZCwgy%2FOADhGRkASxkZP4MFSAVDggDAf3aFhkBAmRkAQUJFQ4CJgEDCA4VIBUBLAAAAgAAAAAETAPoACUAMQAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjFTMVIREzNSM1IQMgMggLGRMmGBlkMhkZ%2FnAEDiIaFmQZGCYTGQsIMgMgASzIyP7UyMgBLAK8FSAVDggDAf3aFhkCAWRkAQUJFQ4CJgEDCA4VIBUBLPzgZGQBLGRkAAABAMgAZgNyBEoAEgAAATMyFgcJARYGKwEiJwEmNDcBNgK9oBAKDP4wAdAMChCgDQr%2BKQcHAdcKBEoWDP4w%2FjAMFgkB1wgUCAHXCQAAAQE%2BAGYD6ARKABIAAAEzMhcBFhQHAQYrASImNwkBJjYBU6ANCgHXBwf%2BKQoNoBAKDAHQ%2FjAMCgRKCf4pCBQI%2FikJFgwB0AHQDBYAAAEAZgDIBEoDcgASAAAAFh0BFAcBBiInASY9ATQ2FwkBBDQWCf4pCBQI%2FikJFgwB0AHQA3cKEKANCv4pBwcB1woNoBAKDP4wAdAAAAABAGYBPgRKA%2BgAEgAACQEWHQEUBicJAQYmPQE0NwE2MgJqAdcJFgz%2BMP4wDBYJAdcIFAPh%2FikKDaAQCgwB0P4wDAoQoA0KAdcHAAAAAgDZ%2F%2FkEPQSwAAUAOgAAARQGIzQ2BTMyFh8BNjc%2BAh4EBgcOBgcGIiYjIgYiJy4DLwEuAT4EHgEXJyY2A%2BiwfLD%2BVmQVJgdPBQsiKFAzRyorDwURAQQSFyozTSwNOkkLDkc3EDlfNyYHBw8GDyUqPjdGMR%2BTDA0EsHywfLDIHBPCAQIGBwcFDx81S21DBxlLR1xKQhEFBQcHGWt0bCQjP2hJNyATBwMGBcASGAAAAAACAMgAFQOEBLAAFgAaAAATITIWFREUBisBEQcGJjURIyImNRE0NhcVITX6AlgVHR0Vlv8TGpYVHR2rASwEsB0V%2FnAVHf4MsgkQFQKKHRUBkBUdZGRkAAAAAgDIABkETASwAA4AEgAAEyEyFhURBRElIREjETQ2ARU3NfoC7ic9%2FUQCWP1EZB8BDWQEsFEs%2FFt1A7Z9%2FBgEARc0%2FV1kFGQAAQAAAAECTW%2FDBF9fDzz1AB8EsAAAAADQdnOXAAAAANB2c5f%2FUf%2BcBdwFFAAAAA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%3D%29%20format%28%27truetype%27%29%2Curl%28data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPD94bWwgdmVyc2lvbj0iMS4wIiBzdGFuZGFsb25lPSJubyI%2FPgo8IURPQ1RZUEUgc3ZnIFBVQkxJQyAiLS8vVzNDLy9EVEQgU1ZHIDEuMS8vRU4iICJodHRwOi8vd3d3LnczLm9yZy9HcmFwaGljcy9TVkcvMS4xL0RURC9zdmcxMS5kdGQiID4KPHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPgo8bWV0YWRhdGE%2BPC9tZXRhZGF0YT4KPGRlZnM%2BCjxmb250IGlkPSJnbHlwaGljb25zX2hhbGZsaW5nc3JlZ3VsYXIiIGhvcml6LWFkdi14PSIxMjAwIiA%2BCjxmb250LWZhY2UgdW5pdHMtcGVyLWVtPSIxMjAwIiBhc2NlbnQ9Ijk2MCIgZGVzY2VudD0iLTI0MCIgLz4KPG1pc3NpbmctZ2x5cGggaG9yaXotYWR2LXg9IjUwMCIgLz4KPGdseXBoIGhvcml6LWFkdi14PSIwIiAvPgo8Z2x5cGggaG9yaXotYWR2LXg9IjQwMCIgLz4KPGdseXBoIHVuaWNvZGU9IiAiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzMyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI1IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTYiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNmZhOyIgZD0iTTc3NCAxMTkzLjVxMTYgLTkuNSAyMC41IC0yN3QtNS41IC0zMy41bC0xMzYgLTE4N2w0NjcgLTc0NmgzMHEyMCAwIDM1IC0xOC41dDE1IC0zOS41di00MmgtMTIwMHY0MnEwIDIxIDE1IDM5LjV0MzUgMTguNWgzMGw0NjggNzQ2bC0xMzUgMTgzcS0xMCAxNiAtNS41IDM0dDIwLjUgMjh0MzQgNS41dDI4IC0yMC41bDExMSAtMTQ4bDExMiAxNTBxOSAxNiAyNyAyMC41dDM0IC01ek02MDAgMjAwaDM3N2wtMTgyIDExMmwtMTk1IDUzNHYtNjQ2eiAiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI0OyIgZD0iTTEzMDAgMGgtNTM4bC00MSA0MDBoLTI0MmwtNDEgLTQwMGgtNTM4bDQzMSAxMjAwaDIwOWwtMjEgLTMwMGgxNjJsLTIwIDMwMGgyMDh6TTUxNSA4MDBsLTI3IC0zMDBoMjI0bC0yNyAzMDBoLTE3MHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI2OyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek02MDAgMTAyN3EtMTE2IDAgLTIxNC41IC01N3QtMTU1LjUgLTE1NS41dC01NyAtMjE0LjV0NTcgLTIxNC41IHQxNTUuNSAtMTU1LjV0MjE0LjUgLTU3dDIxNC41IDU3dDE1NS41IDE1NS41dDU3IDIxNC41dC01NyAyMTQuNXQtMTU1LjUgMTU1LjV0LTIxNC41IDU3ek01MjUgOTAwaDE1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTI3NWgxMzdxMjEgMCAyNiAtMTEuNXQtOCAtMjcuNWwtMjIzIC0yNzVxLTEzIC0xNiAtMzIgLTE2dC0zMiAxNmwtMjIzIDI3NXEtMTMgMTYgLTggMjcuNXQyNiAxMS41aDEzN3YyNzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXogIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAyNzsiIGQ9Ik02MDAgMTE3N3ExMTcgMCAyMjQgLTQ1LjV0MTg0LjUgLTEyM3QxMjMgLTE4NC41dDQ1LjUgLTIyNHQtNDUuNSAtMjI0dC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjQgLTQ1LjV0LTIyNCA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjR0NDUuNSAyMjR0MTIzIDE4NC41dDE4NC41IDEyM3QyMjQgNDUuNXpNNjAwIDEwMjdxLTExNiAwIC0yMTQuNSAtNTd0LTE1NS41IC0xNTUuNXQtNTcgLTIxNC41dDU3IC0yMTQuNSB0MTU1LjUgLTE1NS41dDIxNC41IC01N3QyMTQuNSA1N3QxNTUuNSAxNTUuNXQ1NyAyMTQuNXQtNTcgMjE0LjV0LTE1NS41IDE1NS41dC0yMTQuNSA1N3pNNjMyIDkxNGwyMjMgLTI3NXExMyAtMTYgOCAtMjcuNXQtMjYgLTExLjVoLTEzN3YtMjc1cTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2Mjc1aC0xMzdxLTIxIDAgLTI2IDExLjV0OCAyNy41bDIyMyAyNzVxMTMgMTYgMzIgMTYgdDMyIC0xNnoiIC8%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQyOyIgZD0iTTUwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTY4MiA2ODJsMSA0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg0NzR6TTgwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTU2IDU2bDQyNCA0MjZsLTcwMCA3MDBoMTUwek0zMTkuNSAxMDI0LjVxLTI5LjUgMjkuNSAtNzEgMjkuNXQtNzEgLTI5LjUgdC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQzOyIgZD0iTTMwMCAxMjAwaDgyNXE3NSAwIDc1IC03NXYtOTAwcTAgLTI1IC0xOCAtNDNsLTY0IC02NHEtOCAtOCAtMTMgLTUuNXQtNSAxMi41djk1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjVoLTcwMHEtMjUgMCAtNDMgLTE4bC02NCAtNjRxLTggLTggLTUuNSAtMTN0MTIuNSAtNWg3MDBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di05NTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC04NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NzUgcTAgMjUgMTggNDNsMTM5IDEzOXExOCAxOCA0MyAxOHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ5OyIgZD0iTTg3NyAxMjAwbDIgLTU3cS04MyAtMTkgLTExNiAtNDUuNXQtNDAgLTY2LjVsLTEzMiAtODM5cS05IC00OSAxMyAtNjl0OTYgLTI2di05N2gtNTAwdjk3cTE4NiAxNiAyMDAgOThsMTczIDgzMnEzIDE3IDMgMzB0LTEuNSAyMi41dC05IDE3LjV0LTEzLjUgMTIuNXQtMjEuNSAxMHQtMjYgOC41dC0zMy41IDEwcS0xMyAzIC0xOSA1djU3aDQyNXoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY5OyIgZD0iTTI1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDM4bDQ2NCA0NTNxMTUgMTQgMjUuNSAxMHQxMC41IC0yNXYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcwOyIgZD0iTTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di0xMDAwcTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcxOyIgZD0iTTEyMDAgMTA1MHYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ5MiA0ODBxLTE1IDE0IC0xNSAzNXQxNSAzNWw0OTIgNDgwcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV2LTQzOGw0NjQgNDUzcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3MjsiIGQ9Ik0yNDMgMTA3NGw4MTQgLTQ5OHExOCAtMTEgMTggLTI2dC0xOCAtMjZsLTgxNCAtNDk4cS0xOCAtMTEgLTMwLjUgLTR0LTEyLjUgMjh2MTAwMHEwIDIxIDEyLjUgMjh0MzAuNSAtNHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDc5OyIgZD0iTTg4NSA5MDBsLTM1MiAtMzUzbDM1MiAtMzUzbC0xOTcgLTE5OGwtNTUyIDU1Mmw1NTIgNTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODA7IiBkPSJNMTA2NCA1NDdsLTU1MSAtNTUxbC0xOTggMTk4bDM1MyAzNTNsLTM1MyAzNTNsMTk4IDE5OHoiIC8%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDk2OyIgZD0iTTg1MCAxMjAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMzAwcTAgLTIxIC0xMC41IC0yNXQtMjQuNSAxMGwtOTQgOTRsLTI0OSAtMjQ5cS04IC03IC0xOCAtN3QtMTggN2wtMTA2IDEwNnEtNyA4IC03IDE4dDcgMThsMjQ5IDI0OWwtOTQgOTRxLTE0IDE0IC0xMCAyNC41dDI1IDEwLjV6TTM1MCAwaC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djMwMHEwIDIxIDEwLjUgMjV0MjQuNSAtMTBsOTQgLTk0bDI0OSAyNDkgcTggNyAxOCA3dDE4IC03bDEwNiAtMTA2cTcgLTggNyAtMTh0LTcgLTE4bC0yNDkgLTI0OWw5NCAtOTRxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNXoiIC8%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTIzOyIgZD0iTTU1MyAxMjAwaDk0cTIwIDAgMjkgLTEwLjV0MyAtMjkuNWwtMTggLTM3cTgzIC0xOSAxNDQgLTgyLjV0NzYgLTE0MC41bDYzIC0zMjdsMTE4IC0xNzNoMTdxMTkgMCAzMyAtMTQuNXQxNCAtMzV0LTEzIC00MC41dC0zMSAtMjdxLTggLTQgLTIzIC05LjV0LTY1IC0xOS41dC0xMDMgLTI1dC0xMzIuNSAtMjB0LTE1OC41IC05cS01NyAwIC0xMTUgNXQtMTA0IDEydC04OC41IDE1LjV0LTczLjUgMTcuNXQtNTQuNSAxNnQtMzUuNSAxMmwtMTEgNCBxLTE4IDggLTMxIDI4dC0xMyA0MC41dDE0IDM1dDMzIDE0LjVoMTdsMTE4IDE3M2w2MyAzMjdxMTUgNzcgNzYgMTQwdDE0NCA4M2wtMTggMzJxLTYgMTkgMy41IDMydDI4LjUgMTN6TTQ5OCAxMTBxNTAgLTYgMTAyIC02cTUzIDAgMTAyIDZxLTEyIC00OSAtMzkuNSAtNzkuNXQtNjIuNSAtMzAuNXQtNjMgMzAuNXQtMzkgNzkuNXoiIC8%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTUzOyIgZD0iTTQwMCAzMDBoMTUwcTIxIDAgMjUgLTExdC0xMCAtMjVsLTIzMCAtMjUwcS0xNCAtMTUgLTM1IC0xNXQtMzUgMTVsLTIzMCAyNTBxLTE0IDE0IC0xMCAyNXQyNSAxMWgxNTB2OTAwaDIwMHYtOTAwek0xMDAwIDcwMGgtMTAwdjQwMGgtMTAwdjEwMGgyMDB2LTUwMHpNMTEwMCAwaC0xMDB2MTAwaC0yMDB2NDAwaDMwMHYtNTAwek05MDEgNDAwdi0yMDBoMTAwdjIwMGgtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTQ7IiBkPSJNNDAwIDMwMGgxNTBxMjEgMCAyNSAtMTF0LTEwIC0yNWwtMjMwIC0yNTBxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI1MHEtMTQgMTQgLTEwIDI1dDI1IDExaDE1MHY5MDBoMjAwdi05MDB6TTExMDAgNzAwaC0xMDB2MTAwaC0yMDB2NDAwaDMwMHYtNTAwek05MDEgMTEwMHYtMjAwaDEwMHYyMDBoLTEwMHpNMTAwMCAwaC0xMDB2NDAwaC0xMDB2MTAwaDIwMHYtNTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTU7IiBkPSJNNDAwIDMwMGgxNTBxMjEgMCAyNSAtMTF0LTEwIC0yNWwtMjMwIC0yNTBxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI1MHEtMTQgMTQgLTEwIDI1dDI1IDExaDE1MHY5MDBoMjAwdi05MDB6TTkwMCAxMDAwaC0yMDB2MjAwaDIwMHYtMjAwek0xMDAwIDcwMGgtMzAwdjIwMGgzMDB2LTIwMHpNMTEwMCA0MDBoLTQwMHYyMDBoNDAwdi0yMDB6TTEyMDAgMTAwaC01MDB2MjAwaDUwMHYtMjAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTY7IiBkPSJNNDAwIDMwMGgxNTBxMjEgMCAyNSAtMTF0LTEwIC0yNWwtMjMwIC0yNTBxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI1MHEtMTQgMTQgLTEwIDI1dDI1IDExaDE1MHY5MDBoMjAwdi05MDB6TTEyMDAgMTAwMGgtNTAwdjIwMGg1MDB2LTIwMHpNMTEwMCA3MDBoLTQwMHYyMDBoNDAwdi0yMDB6TTEwMDAgNDAwaC0zMDB2MjAwaDMwMHYtMjAwek05MDAgMTAwaC0yMDB2MjAwaDIwMHYtMjAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTc7IiBkPSJNMzUwIDExMDBoNDAwcTE2MiAwIDI1NiAtOTMuNXQ5NCAtMjU2LjV2LTQwMHEwIC0xNjUgLTkzLjUgLTI1Ny41dC0yNTYuNSAtOTIuNWgtNDAwcS0xNjUgMCAtMjU3LjUgOTIuNXQtOTIuNSAyNTcuNXY0MDBxMCAxNjUgOTIuNSAyNTcuNXQyNTcuNSA5Mi41ek04MDAgOTAwaC01MDBxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoNTAwcTQxIDAgNzAuNSAyOS41dDI5LjUgNzAuNSB2NTAwcTAgNDEgLTI5LjUgNzAuNXQtNzAuNSAyOS41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTg7IiBkPSJNMzUwIDExMDBoNDAwcTE2NSAwIDI1Ny41IC05Mi41dDkyLjUgLTI1Ny41di00MDBxMCAtMTY1IC05Mi41IC0yNTcuNXQtMjU3LjUgLTkyLjVoLTQwMHEtMTYzIDAgLTI1Ni41IDkyLjV0LTkzLjUgMjU3LjV2NDAwcTAgMTYzIDk0IDI1Ni41dDI1NiA5My41ek04MDAgOTAwaC01MDBxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoNTAwcTQxIDAgNzAuNSAyOS41dDI5LjUgNzAuNSB2NTAwcTAgNDEgLTI5LjUgNzAuNXQtNzAuNSAyOS41ek00NDAgNzcwbDI1MyAtMTkwcTE3IC0xMiAxNyAtMzB0LTE3IC0zMGwtMjUzIC0xOTBxLTE2IC0xMiAtMjggLTYuNXQtMTIgMjYuNXY0MDBxMCAyMSAxMiAyNi41dDI4IC02LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE1OTsiIGQ9Ik0zNTAgMTEwMGg0MDBxMTYzIDAgMjU2LjUgLTk0dDkzLjUgLTI1NnYtNDAwcTAgLTE2NSAtOTIuNSAtMjU3LjV0LTI1Ny41IC05Mi41aC00MDBxLTE2NSAwIC0yNTcuNSA5Mi41dC05Mi41IDI1Ny41djQwMHEwIDE2MyA5Mi41IDI1Ni41dDI1Ny41IDkzLjV6TTgwMCA5MDBoLTUwMHEtNDEgMCAtNzAuNSAtMjkuNXQtMjkuNSAtNzAuNXYtNTAwcTAgLTQxIDI5LjUgLTcwLjV0NzAuNSAtMjkuNWg1MDBxNDEgMCA3MC41IDI5LjV0MjkuNSA3MC41IHY1MDBxMCA0MSAtMjkuNSA3MC41dC03MC41IDI5LjV6TTM1MCA3MDBoNDAwcTIxIDAgMjYuNSAtMTJ0LTYuNSAtMjhsLTE5MCAtMjUzcS0xMiAtMTcgLTMwIC0xN3QtMzAgMTdsLTE5MCAyNTNxLTEyIDE2IC02LjUgMjh0MjYuNSAxMnoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYyOyIgZD0iTTc5MyAxMTgybDkgLTlxOCAtMTAgNSAtMjdxLTMgLTExIC03OSAtMjI1LjV0LTc4IC0yMjEuNWwzMDAgMXEyNCAwIDMyLjUgLTE3LjV0LTUuNSAtMzUuNXEtMSAwIC0xMzMuNSAtMTU1dC0yNjcgLTMxMi41dC0xMzguNSAtMTYyLjVxLTEyIC0xNSAtMjYgLTE1aC05bC05IDhxLTkgMTEgLTQgMzJxMiA5IDQyIDEyMy41dDc5IDIyNC41bDM5IDExMGgtMzAycS0yMyAwIC0zMSAxOXEtMTAgMjEgNiA0MXE3NSA4NiAyMDkuNSAyMzcuNSB0MjI4IDI1N3Q5OC41IDExMS41cTkgMTYgMjUgMTZoOXoiIC8%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%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%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%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%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjIxOyIgZD0iTTQ4MCAxMTY1bDY4MiAtNjgzcTMxIC0zMSAzMSAtNzUuNXQtMzEgLTc1LjVsLTEzMSAtMTMxaC00ODFsLTUxNyA1MThxLTMyIDMxIC0zMiA3NS41dDMyIDc1LjVsMjk1IDI5NnEzMSAzMSA3NS41IDMxdDc2LjUgLTMxek0xMDggNzk0bDM0MiAtMzQybDMwMyAzMDRsLTM0MSAzNDF6TTI1MCAxMDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtOTAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjQ0OyIgZD0iTTEyMDAgMTEwMGgtMTIwMHYxMDBoMTIwMHYtMTAwek01MCAxMDAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtOTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djkwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTY1MCAxMDAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDAgcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek03MDAgOTAwdi0zMDBoMzAwdjMwMGgtMzAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNDU7IiBkPSJNNTAgMTIwMGg0MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTkwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNDAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY5MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek02NTAgNzAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djQwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek03MDAgNjAwdi0zMDBoMzAwdjMwMGgtMzAwek0xMjAwIDBoLTEyMDB2MTAwaDEyMDB2LTEwMHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjQ4OyIgZD0iTTYwMCAxMTAwaDE1MHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xNTB2LTEwMGg0NTBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtOTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDM1MHYxMDBoLTE1MHEtMjEgMCAtMzUuNSAxNC41IHQtMTQuNSAzNS41djQwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoMTUwdjEwMGgxMDB2LTEwMHpNNDAwIDEwMDB2LTMwMGgzMDB2MzAwaC0zMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI0OTsiIGQ9Ik0xMjAwIDBoLTEwMHYxMjAwaDEwMHYtMTIwMHpNNTUwIDExMDBoNDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTQwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNjAwIDEwMDB2LTMwMGgzMDB2MzAwaC0zMDB6TTUwIDUwMGg5MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMCBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTkwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUwOyIgZD0iTTg2NSA1NjVsLTQ5NCAtNDk0cS0yMyAtMjMgLTQxIC0yM3EtMTQgMCAtMjIgMTMuNXQtOCAzOC41djEwMDBxMCAyNSA4IDM4LjV0MjIgMTMuNXExOCAwIDQxIC0yM2w0OTQgLTQ5NHExNCAtMTQgMTQgLTM1dC0xNCAtMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI1MTsiIGQ9Ik0zMzUgNjM1bDQ5NCA0OTRxMjkgMjkgNTAgMjAuNXQyMSAtNDkuNXYtMTAwMHEwIC00MSAtMjEgLTQ5LjV0LTUwIDIwLjVsLTQ5NCA0OTRxLTE0IDE0IC0xNCAzNXQxNCAzNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUyOyIgZD0iTTEwMCA5MDBoMTAwMHE0MSAwIDQ5LjUgLTIxdC0yMC41IC01MGwtNDk0IC00OTRxLTE0IC0xNCAtMzUgLTE0dC0zNSAxNGwtNDk0IDQ5NHEtMjkgMjkgLTIwLjUgNTB0NDkuNSAyMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUzOyIgZD0iTTYzNSA4NjVsNDk0IC00OTRxMjkgLTI5IDIwLjUgLTUwdC00OS41IC0yMWgtMTAwMHEtNDEgMCAtNDkuNSAyMXQyMC41IDUwbDQ5NCA0OTRxMTQgMTQgMzUgMTR0MzUgLTE0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTQ7IiBkPSJNNzAwIDc0MXYtMTgybC02OTIgLTMyM3YyMjFsNDEzIDE5M2wtNDEzIDE5M3YyMjF6TTEyMDAgMGgtODAwdjIwMGg4MDB2LTIwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU1OyIgZD0iTTEyMDAgOTAwaC0yMDB2LTEwMGgyMDB2LTEwMGgtMzAwdjMwMGgyMDB2MTAwaC0yMDB2MTAwaDMwMHYtMzAwek0wIDcwMGg1MHEwIDIxIDQgMzd0OS41IDI2LjV0MTggMTcuNXQyMiAxMXQyOC41IDUuNXQzMSAydDM3IDAuNWgxMDB2LTU1MHEwIC0yMiAtMjUgLTM0LjV0LTUwIC0xMy41bC0yNSAtMnYtMTAwaDQwMHYxMDBxLTQgMCAtMTEgMC41dC0yNCAzdC0zMCA3dC0yNCAxNXQtMTEgMjQuNXY1NTBoMTAwcTI1IDAgMzcgLTAuNXQzMSAtMiB0MjguNSAtNS41dDIyIC0xMXQxOCAtMTcuNXQ5LjUgLTI2LjV0NCAtMzdoNTB2MzAwaC04MDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU2OyIgZD0iTTgwMCA3MDBoLTUwcTAgMjEgLTQgMzd0LTkuNSAyNi41dC0xOCAxNy41dC0yMiAxMXQtMjguNSA1LjV0LTMxIDJ0LTM3IDAuNWgtMTAwdi01NTBxMCAtMjIgMjUgLTM0LjV0NTAgLTE0LjVsMjUgLTF2LTEwMGgtNDAwdjEwMHE0IDAgMTEgMC41dDI0IDN0MzAgN3QyNCAxNXQxMSAyNC41djU1MGgtMTAwcS0yNSAwIC0zNyAtMC41dC0zMSAtMnQtMjguNSAtNS41dC0yM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<script src="data:application/x-javascript;base64,/*!
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<div class="fluid-row" id="header">
<h1 class="title toc-ignore">Machine Learning to Classification Problems</h1>
<h4 class="author"><em>Parash Upreti</em></h4>
<h4 class="date"><em>June 20, 2016</em></h4>
</div>
<div id="overview" class="section level3">
<h3>Overview</h3>
<ul>
<li><p>This presentation covers the ways to create a machine learnining algorithm to classify cancerous cells. We will use differnt techniques and measure the accuracy of the prediction using each models.</p></li>
<li><p>The dataset comes from UCI Machine Learning Recipotary. You can read about the dataset in the <a href="http://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+%28Diagnostic%29">website</a></p></li>
<li><p>Please note that this data is already cleaned and ready for use. So a majority of work is already done. Now we will use this data and predict if our algorithms can correctly classify.</p></li>
<li><p>what is being covered are as follows: – Decision Trees – KNN – Naive Bayes – Support Vector Machines – Artifitial Neural Networks</p></li>
<li><p>What is not being covered (will be covered separately) – Logistic Regression – Ensemble Methods – Other ML Algorithms – Cross Validation – Changing Default parameters and tuning models</p></li>
</ul>
</div>
<div id="getting-the-data" class="section level3">
<h3>Getting the data</h3>
<p>Download the data direcelty from the source to R. Please get acquinted with the data and the variable names. The following code chunk saves the data in the R environment as <code>wdbc</code> and provides the column name that we assign to it.</p>
<pre class="r"><code>#the dataset does not have headers and is a comma seperated dataset
link <- "http://archive.ics.uci.edu/ml/machine-learning-databases/breast-cancer-wisconsin/wdbc.data"
col_names<- c("id", "diagnosis", "radius_1", "texture_1", "perim_1", "area_1", "smooth_1", "compact_1", "concavity_1", "concave_pts_1", "symmetry_1", "frac_dim_1",
"radius_2", "texture_2", "perim_2", "area_2", "smooth_2", "compact_2", "concavity_2", "concave_pts_2", "symmetry_2", "frac_dim_2",
"radius_3", "texture_3", "perim_3", "area_3", "smooth_3", "compact_3", "concavity_3", "concave_pts_3", "symmetry_3", "frac_dim_3" )
wdbc<- read.table(url(link), header = F, sep = ',', col.names = col_names)</code></pre>
<p>Once the data is loaded to the R environment, it is import to explore it to understand the data itself. The results of following codes are hidden.</p>
<pre class="r"><code>head(wdbc, 5) #shows us first 5 data, default is 6
tail(wdbc, 10) #opposite of head
summary(wdbc) #gives the five number summary for each quantitative variable
names(wdbc) #the column names we assigned
str(wdbc)</code></pre>
<p>These gives the basic idea of how the data are. From <code>str(wdbc)</code> it can be seen that all the variables are numerical and <code>diagnosis</code> is categorical with two levels, M and B. And our goal here will be to predict <code>diagnosis</code> based on other variables.</p>
<p>After some thought we realize that the column <code>id</code> is not necessary. So we remove it. Also remember that there are each cell nucleus is measured three different times using different methods (mean, standard error, and worst).</p>
<p>The scatter Matrix below shows how each variables are related to other</p>
<pre class="r"><code>wdbc<- wdbc[ ,-1]
wdbc[1, c('radius_1','radius_2','radius_3')]</code></pre>
<pre><code>## radius_1 radius_2 radius_3
## 1 17.99 1.095 25.38</code></pre>
<pre class="r"><code>pairs(wdbc[,2:11], upper.panel = NULL, col= wdbc$diagnosis,
main ="Scatterplot matrix of wdbc dataset \n measurements method 1")</code></pre>
<p><img 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" width="960" /> Notice that now there are only 31 columns now.</p>
</div>
<div id="exploring-dataset-using-statistics-and-plots-ggplot2" class="section level3">
<h3>Exploring dataset using statistics and plots (<code>ggplot2</code>)</h3>
<p>A lot can be realized about the data through simple statistics and plots of the data. It is up to an individual data anaylst on how they want to explore the data before they start making the model. Following are a few ways data can be explored. Play with different built in functions and plots.</p>
<pre class="r"><code># how many of instances of each diagnosis type are there?
table(wdbc$diagnosis)</code></pre>
<pre><code>##
## B M
## 357 212</code></pre>
<pre class="r"><code>#previous question in terms of probablity
prop.table(table(wdbc$diagnosis))</code></pre>
<pre><code>##
## B M
## 0.6274165 0.3725835</code></pre>
<pre class="r"><code>#using two variables
prop.table(table(wdbc$radius_1>11, wdbc$diagnosis ))</code></pre>
<pre><code>##
## B M
## FALSE 0.147627417 0.001757469
## TRUE 0.479789104 0.370826011</code></pre>
<pre class="r"><code>#'by' function helps group different columns together
by(wdbc$radius_1, wdbc$diagnosis, summary)</code></pre>
<pre><code>## wdbc$diagnosis: B
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 6.981 11.080 12.200 12.150 13.370 17.850
## --------------------------------------------------------
## wdbc$diagnosis: M
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 10.95 15.08 17.33 17.46 19.59 28.11</code></pre>
<p>Can we say that malignant cells have bigger radius than benign cells?</p>
</div>
<div id="quick-tutorial-of-plotting-in-ggplot2" class="section level3">
<h3>Quick tutorial of plotting in <code>ggplot2</code></h3>
<p>It is time to install and load <code>ggplot2</code> library</p>
<pre class="r"><code>library(ggplot2)
#plotting scatterplots of two points and adding smooth line
ggplot(aes(x = radius_1, y = area_1), data = wdbc)+
geom_point()+geom_smooth()</code></pre>
<p><img 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" width="288" /></p>
<pre class="r"><code>#correlation between two variables
cor(wdbc$radius_1, wdbc$area_1)</code></pre>
<pre><code>## [1] 0.9873572</code></pre>
<pre class="r"><code>#histogram of texture_1 where diagnosis = B
ggplot(aes(x= texture_1), data = subset(wdbc, diagnosis =="B"))+
geom_histogram(binwidth =2, color =I("Black"))</code></pre>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAkAAAAJACAMAAABSRCkEAAAAnFBMVEUAAAAAADoAAGYAOpAAZrYzMzM6AAA6kNtNTU1NTW5NTY5NbqtNjshZWVlmAABmZmZmkJBmtv9uTU1uq+SOTU2Oq6uOyP+QOgCQZpCQkLaQ29uQ2/+rbk2rjk2r5P+2ZgC2kDq225C2///Ijk3I///bkDrb///kq27k5Kvk///r6+v/tmb/yI7/25D/5Kv//7b//8j//9v//+T///9dkC7lAAAACXBIWXMAAB2HAAAdhwGP5fFlAAAVg0lEQVR4nO3dbWPbuJWGYU3bJEzizm4kN7Nt3Xi3ikdNrGgc+///t+ULSJMSKYB8DkxQvs+HxPYcPQLIK+CLNPLqiaKEWs09AGrZBSBKKgBRUgGIkgpAlFQAoqQCECUVgCipAERJBSBKKgBRUgGIkgpAlFRxAX0PqLCusjO0j8SIiQAiUUoEEIlSIoBIlBIBRKKUCCASpUQAkSglAohEKRFAJEqJACJRSgQQiVIigEiUEgFEopQIIBKlRACRKCUCiEQpEUAkSokAIlFKBBCJUiKASJQSAUSilAigvFa+SmCMqSYCKMDPsaDl7m77RAAVgP56vgA0nAggAEmJZoAerrMsu2p/swFQcrvbPtEK0D4r68PX4pvDuvzm4zcAWY0x2UQjQPmSc1X/6f7KFW0AZDXGZBONAO2r5eawLpagzjcAMhljsolmgMrTn4fr91+enrbV0vN4k30GkNEYk000AnRYPy86jzeForx2x8ewlCbeKgAJiUaA8tWmOgfaFH+6Q9euvip742pieOwKADT3EBdTk7dULihzl+4NoD2AXl1N3lLuyr2gcwqorpSW3lZxCBMSjQDts/KEeVsIAlCEMSabaAOoueAqLsBOz4EAJI8x2UQbQK1F5+M3rsIijDHZxAiA8mWoXI64D5Te7rZPtAGUW9mUX2yLoxZ3ou3HmGyiDaD8aFUK2mbF0YvXwuzHmGyiEaCcTlXlQcu9NM+r8cntbvtEK0DVjaD6mMX7gazHmGyiGaCQSmnirQKQkAggAEmJAAKQlAggAEmJAAKQlAggAEmJAAKQlAggAEmJAAKQlAggAEmJrwGQ/8M3ADQ58RUACvj0FgBNTnwVgLw+ADQ5EUAAkhIBBCApEUAAkhIBBCApEUAAkhIBBCApEUAAkhIBBCApEUAAkhIBBCApEUAAkhIBBCApEUAAkhIBBCApEUAAkhIBBCApEUAAkhIBBCApEUAAkhIBBCApEUAAkhIBBCApEUAAkhIBBCApEUAAkhIBBCApEUAAkhIBBCApEUAAkhIBBCAp8UUBzVMWgOaew2KKFYgVaFwigAAkJQIIQFIigAAkJQIIQFIigAAkJQIIQFIigAAkJQIIQFIigAAkJQIIQFIigAAkJQIIQFIigAAkJQIIQFIigAAkJQIIQFIigAAkJQIIQFIigAAkJQIIQFIigAAkJQIIQFIigAAkJQIIQFIigAAkJQIIQFIigAAkJQIIQFIigAAkJQIIQFIigAAkJQIIQFIigAAkJQIIQFLiJQBa+QpA8RIvAJDXD4AiJl4EINkHgCYnAghAUiKAACQlAghAUiKAACQlAghAUiKAACQlAghAUqIdoG2W1+fq64fr/OsNgJLb3faJVoBKMnldFd8c1uXXH78BKLRvsYlGgB5vygVnl73/UmK6KhVtABTat9hEI0B7t9zsCjrum8P6w1cABfYtNtEGUL4AfX7+blstPd0fAuhs32ITbQA9XLcWm8eb4jj2VCxHGwAF9i020QbQYf3x2z4/bS7lNJp21Sn109MbV9PCffUSgOKM/AJrOqB/VVdhmxagPYBeXU3cUnt3Ab8v1qBTQHXFWXo5hM2ZaAZoU35RHLUAdDpGb99iE20AHdbuvLk4GTo9BwKQt2+xiVaAnJniC67CTsfo7Vtsog2gxkyxAj1tq/s/3AdKb3fbJ9oAys1UR6ty0eFO9MkYvX2LTTQC5F742vNaWP8YvX2LTTQCVF7IN+/ncN/wanxyu9s+0QpQccaTZfUxi/cDHY3R27fYRDNAIRVn4gCaMxFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKRFAAJISAQQgKfFFAcWplwA09xwXU6xA/Q3qGL19i00EEICkRAABSEoEEICkRAABSEoEEICkRAABSEoEEICkRAAFNXjKO0b7WaeSCCALQIOCUtvd9okAMmgAEIAANDFxBKA/fv3Tv5tv7lZ//h1AAJoM6HbV+gZAvjHazzqVxDBAf/x6et4IIAB9D16B7k4B/WW0HwAZzjqVxEBAp0vQhFMgABnOOpXEQEAVoglHLQCFzQVAADo3RvtZp5I4ApBecSYOoDkTAQQgKXEcoFsu4wF0/NNwQN1LMQAB6Ps4QN2bQQAC0PdRgH7+tlp9Go0GQHFmnUriCED5Eeyd5AdAhrNOJXEUoF/+CSAAHf80GFB+DaYdwQBkOOtUEscAup/0AhiAosw6lcQxgPLLMO3FjDgTB9CciSMAHb0iz2U8gL4DCEAAAtCciSMA6RVn4gCaMxFAAJISAQQgKRFAAJISRwDiJBpAfT8FEICERAABSEocAahjadIL83EmDqA5E6cBevr52xRBcSYOoDkTJwJ6uud/bQZQ9dNpgH685RwIQN+nA+p9Z8dh/fFb+cXDdZZlGwAlt7vtEycCuu/7dIXHm6wCdFhnRTlNAIox61QSRwA6uow/fYP9zpnJ15+rUtEGQKFzeX2ATo9gxbpTAtpXfx3WH74CKHAurw7Q6TVYfgD7W3UOtK2WnvwHnwEUOJfXAMhT2+yqOol+vHn/pfzJ7vgYFmfiAJoz0QxQcdyqAD1cu0PXrjgVKuqNq8nhZysFQHFmtsCavCUervNl5wjQHkCvrnxbovj/41d9l/Dlec8QoLriLL0pAPKN0X7WqSSOA3Q3dBK9Ky+8ADQ0RvtZp5I4ClD78106t4EO6/K8eegcCED2s04lcQygH29rN7mkzqvxu6ypD1+5Cjsdo/2sU0kcA+j2WU1uqX0Q6wDKz4fK+z/cB0pvd9snjgCUn0A/H7d6f9mKezGVO9EnY7SfdSqJIwB13obY+3YOB4jXwk7GaD/rVBJjAMqXIF6N747RftapJI4AFHwI4/1AJ2O0n3UqiSMAnTmJDqw4EwfQnIljAA1fxgPIM0b7WaeSOAbQ8I1EAHnGaD/rVBJHARp+KQNA58doP+tUEscBGn4xFUBnx2g/61QSRwLSKs7EATRnIoAAJCWOA/THr+W58/3E33kQZ+IAmjNxFKB7d/J8P+mzOQBkOetUEscAKu4DlafPd9M+3QVAhrNOJXEMoNvm7k9xMTbhKBZn4gCaM3EEoM5rYbdTLuXjTBxAcyaOAOR/NR5AQ2O0n3UqiQACkJQ4AlB+CHv+fWGTfvVTnIkDaM7EEYDy855m1ckx8XYOAH0ffxlfrUH3q0m/fzfOxAE0Z+IYQMV1vPRyfJyJA2jOxFGAWoJ4OweA3E/HAKoJ8XYOADU/HQdIqjgTB9CciQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiS8KKE6lAGjubZBMsQJNA+Qbo/2sU0kEEICkRAABSEoEEICkRAABSEoEEICkRAABSEoEEICkRAABSEoEkAkgX9nPOpVEAL0IIJ8gAL1yQN4A81l7+wAUOnEAzZkIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJQIIABJiQACkJRoBuiwzrLsw9fqm4fr/JsNgJ4bzGft7VsYoG1W1abBlGUfvwGobjCftbdvWYD2FZ1t9v5Luf5clYo2AKobzGft7VsWoK3Dsi3o7Ku157Cuj2gAAtD5erwpVp6nws5Vo+nxJvsMINdgPmtv36IANVUAajTtjo9hcSYOoDkTbQGVi87DtTt07YrlqKg3rrTwoVoEoDhTT6/Eie6Ks58G0B5ATUOcqadX2kT37iLsGFBdcZbeRQAyn7W3b4GHsMoPgPoazGft7VseoF3lp+ccCEAA8lZ+/uzccBXW02A+a2/fwgDlfppXLrbV/R/uA7UazGft7VsWoLYf7kT3NJjP2tu3LEC79iunvBZ22mA+a2/fogCVb9/Impfg9xmvxh81mM/a27coQPusA4j3A500mM/a27coQIE1bZj+X0ga2QeAziSmDyjgN9pG9gGgM4lLABR/98Z/hkk7p7cztA9ArgDU7QztA5ArAHU7Q/sA5ApA3c7QPgC5AlC3M7QPQK4A1O0M7QOQKwB1O0P7AOQKQN3O0D4AuQJQtzO0D0CuANTtDO0DkCsAdTtD+wDkCkDdztA+ALkCULcztA9ArgDU7QztA5ArAHU7Q/sA5ApA3c7QPgC5AlC3M7QPQK4A1O0M7QOQKwB1O0P7AOQKQN3O0D4AuQJQtzO0D0CuANTtDO0DkCsAdTtD+wDkCkDdztA+ALkCULcztA9ArgDU7QztA5ArAHU7Q/sA5ApA3c7QPgC5AlC3M7QPQK4uA5CvAASgsw3eCtyLABo9zMsA5G0I3IsAGj3MJHZv/GcI3IsAGj3MJHZv/GcI3IsAGj3MJHZv/GcI3IsAGj3MJHZv/GfwbZexJ+EAqiuJ3Rv/GTybZfRlHIDqSmL3xn8Gz2bxDyFod/du8dA+AMVqABCAZn8Gz2YBEIDON3g2C4AmVxK7N/4ziFshlV/rywo01zN4NgsrEIDON3g2C4AAdL7Bs1kABKDzDZ7NAiAAnW/wbBYAAeh8g2ezAAhA5xs8mwVAADrf4NksAALQ+QbPZgEQgM43eDYLgAB0vsGzWQAEoPMNns0CIACdb/BsFgAB6HyDZ7MACEDnG7zlCwja3b1bPLQPQLEaAASgxJ8hYAhBu7t3i4f2AShWA4AAlPgzAGgYkHr0T2D3AmhGQPLpYwK7F0CzAoq/bZf/DAACUOwhACjetl3+MwAIQLGH4CsATd+2y38GA0CDggA0++5NApA3AEDxtm3yzwAgAM0+BADF27bJPwOAADT7EAAUb9sm/wwAAtDsQwBQvG2b/DMACECzDwFA8bZt8s8AIADNPgQAxdu2yT8DgAA0+xAAFG/bJv8MAALQ7EMAULxtm/wzAAhAsw8BQPG2bfLPACAAzT6EJQF6uM6ybAOgpIbgA+R9U/XLATqss6I+fgNQQkPwAJr4tvwYgPL156pUtAFQQkPwApqUEAPQvlp7DusPXwGUzhCWA2hbLT2PN9lnAKUzhMUAerx5/6X8Ynd8DAPQnENYDKCHa3fo2hWnQkW9cdXXHXDuRiVSATvfFNA+BBCCllOzAapraBHtLokhXa2ll8RZEwFEopQYE9AOQJefGAHQuKuwuSZOok1iBEBP2+r+T9h9oLkmTqJNYgxAo+5EzzVxEm0SYwAa9VrYXBMn0SYxBqB8CQp/NX6uiZNokxgF0Jj3A801cRJtEuMAGqiUJk6iTSKASJQSAUSilAggEqVEAJEoJQKIRCkRQCRKiQAiUUoEEIlSIoBIlBIBRKKU+KKAQmrgrfckLiMRQCRKiQAiUUoEEIlSIoBIlBIBRKKUCCASpUQAkSglzg+IWnQBiJIKQJRUAKKkAhAlFYAoqQBESTUnoIfrq+ar3v8zenpiGZjX8ceFjKvyA/jrCJMxthMNx1gPy26Mm1bg2THOCWhbf6DZ0G9KkBO1nbOtMqqNaTLGvkRtjLt2hskY+xLTBJRvzWp3D346zOTE009rnFD7akdvs+Lz10zG2Ek0GWM+oM/14GzG2EkMGONsgErb1egGP59qcmL92flS1RnlsmYyxk6i5RirYVmO0YX4xzgXoHyhvKp5D/6mhMmJzac2CtVklKEWY+wmWoyxrupjTm22YzsxYIyzAcpH5nb38Gd0Tk3Mp//xP2v19LSuItRojK1E0zEe1vnaYzrGMjFkjHOeRLvdPfwpwVMTm3M/g3+K1T9owzHWS4ThGOvzFrsxVokhY0wJkH5WuW/Oqsp/hIe1wVFiV5xZGI7RJdqNMb90KCPsxlgnhozxMgHtmr83YmIeWV2E2QGqEs3GmK9n1Y0BszE2iSFjvExAdVVHci3R+F93ndiUPkZ3xDFdJd0xrPlucIwpAbI7B6pLvTOQD6na23Zj3B350cdYVHEFb3qeVt8TqOrMGBMAZHj1YLwC5Wu523BWY3xObMpiBSpDbK8UO8NKewUa/k0JUxO7N1wmVz6gZrvZjLGVaDLGZjjlHrYYYycxZIwpADK6E/3UJrlxfwu7u+3HZoydRJMxbttXDUZ3oluJAWNMAZDZa2Ht+0Cfn46O46Nr1360yRh33fMKgzE2IWav13USA8aYAqDB35QwPXHnexHZX/U7GdzADMZ4lGgwxmZY1Qphsh07if4xJgHI7P1AR4nSxcg+6+xugzH2JqoXTGVITcZkO54mnhsj70ikpAIQJRWAKKkAREkFIEoqAFFSAYiSCkCUVACipAIQJRWAKKkAREkFIEoqAM1WP97+Ze4hGBSAOnX/59+Nmrz187cVgC6tblcBNoKavJX7AdDF1csB+uPXFYAur14M0N1qBaALrBcCVBy+fvkH50CXVtWysHpXfF3s45WT8uOt29W3q1/+2TTlB6F39eP+9O/yEZ/yztXq09HDT6s8f+Yk+uKqBch96Y4yd5WKnMe7p3OA/qv4L8XX3Yef1M//+Z2rsIus+uh051aP24pAvq/zb6s/m6YeQPkC9fTz7ycP7y8AXWA5G80xK6eQm2jWnvLrc4A+ld+fPLy3AHSB5WxUIoqq93L+k/9768AMA3KPOn14XwHoAquy0d61z1qac+JhQFVDz8P7CkAXWNX+LrU0Va0m96vmaDQMqALR9/CeAtAF1jCg/Gc1BQC1C0DtagCd7Nrb52vyAEAhMgB0gdWcAx2fueRHsP9+6y6yTgDddgH1PLyvAHSBdVvfv6nPdxyGclG5dYejZ0ANmA6g04f3FoAusJ7vA7n9fl/d2ynt1GJcU4PjfnUE6OThvQWgC6z6xt+du+Zyt5R/vHWvb7gfNk3Ff7xbHQM6fnh/AegC675+/ap5Mat9TuT+rpuqF0zzlv89BtR9+EAB6BLrvt7plY5mqflU/9d37abSyafjq7Cno4cPFIAoCkCUWACipAIQJRWAYtf96qgG7wwtsgAUuwBEUcMFIEoqAFFSAYiSCkCUVACipAIQJRWAKKkAREkFIEoqAFFSAYiSCkCUVACipPp//QShix/wIcsAAAAASUVORK5CYII=" width="288" /></p>
<pre class="r"><code>#plotting two line graph from histogram
ggplot(aes(x= texture_1), data = wdbc)+ geom_freqpoly(binwidth =1)</code></pre>
<p><img src="data:image/png;base64,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" width="288" /></p>
<pre class="r"><code>#plotting bunch on of two variable things in one plot
ggplot(aes(x = area_1, y = texture_1), data = wdbc)+geom_line()+geom_point()+geom_smooth() </code></pre>
<p><img 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" width="288" /></p>
<pre class="r"><code>#plotting boxplots
ggplot(aes(x =diagnosis, y = frac_dim_1, color = I("red"), fill = I("blue")),data = wdbc) +
geom_boxplot()</code></pre>
<p><img src="data:image/png;base64,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" width="288" /></p>
<pre class="r"><code>#comparing same variable for two classes by faceting
ggplot(aes(x =texture_1), data = wdbc)+geom_freqpoly(binwidth = 1) +facet_wrap(~diagnosis)</code></pre>
<p><img src="data:image/png;base64,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" width="288" /></p>
<p>There is much more to it. Note that base R plot functions can also produce similar. Best way to learn exploratory data analysis through ggplot is to ask interesting questions and try to plot it and see if you hypothesis comes true or not.</p>
</div>
<div id="building-our-machine-learning-algorithm" class="section level2">
<h2>Building our Machine Learning Algorithm</h2>
<p>This will briefly cover some Machine Learning algorithm and how they can be used in making prediction. This will however not cover how to improve the models, change default parameters, doing cross validations and creating confusion matrices and using it to find the accuracy and error rates. They will be covered in the future.</p>
<p>We have aready created the most fundamental models. It is just simple guess and check method. Earlier we tabulated how many of the cells had radius >11 and which category they belonged to. That is a simple predictive model. However things are not always simple and they are affected by more than one variable. Machine Learning Algorithms help in such cases. Here are some algorithms that are widely used.</p>
<ul>
<li><h3 id="decision-trees">Decision Trees</h3></li>
</ul>
<p>We will be using decision trees to classify the cells into <code>M</code> or <code>B</code> based on other variables. For theories on decision tree please read the textbook or this [Wikipedia entry] (<a href="https://en.wikipedia.org/wiki/Decision_tree" class="uri">https://en.wikipedia.org/wiki/Decision_tree</a>)</p>
<p>Install and load the following <code>rpart</code>, <code>rpart.plot</code> and <code>rattle</code> libraries</p>
<pre class="r"><code>library(rpart)
library(rattle)</code></pre>
<pre><code>## Rattle: A free graphical interface for data mining with R.
## Version 4.1.0 Copyright (c) 2006-2015 Togaware Pty Ltd.
## Type 'rattle()' to shake, rattle, and roll your data.</code></pre>
<pre class="r"><code>library(rpart.plot)</code></pre>
<pre><code>## Warning: package 'rpart.plot' was built under R version 3.3.1</code></pre>
<pre class="r"><code>#first decision tree model
first_dt<- rpart(diagnosis~., data = wdbc) #using all columns of wdbc as independent variables
first_dt</code></pre>
<pre><code>## n= 569
##
## node), split, n, loss, yval, (yprob)
## * denotes terminal node
##
## 1) root 569 212 B (0.62741652 0.37258348)
## 2) radius_3< 16.795 379 33 B (0.91292876 0.08707124)
## 4) concave_pts_3< 0.1358 333 5 B (0.98498498 0.01501502) *
## 5) concave_pts_3>=0.1358 46 18 M (0.39130435 0.60869565)
## 10) texture_3< 25.67 19 4 B (0.78947368 0.21052632) *
## 11) texture_3>=25.67 27 3 M (0.11111111 0.88888889) *
## 3) radius_3>=16.795 190 11 M (0.05789474 0.94210526) *</code></pre>
<pre class="r"><code>#plotting the first tree
plot(first_dt)</code></pre>
<p><img src="data:image/png;base64,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" width="384" /></p>
<pre class="r"><code>#plotting "fancier" trees
fancyRpartPlot(first_dt, main = "Decision tree of wdbc dataset")</code></pre>
<p><img src="data:image/png;base64,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" width="384" /></p>
<p>You can enter the code <code>summary(first_dt)</code> to see mathematical output of decision trees. In this example, we fed in all the data we had in the model. This gives us the output but this is not what we are looking for. This is called overfitting. We want to create a model so that when we feed in newer data, the model predicts the output for this data correctly.</p>
<p>To train our model, we will need to divide our dataset into two sets, training and testing sets. We will use training data to train the model and then test the validity of the model using the testing data.</p>
<pre class="r"><code>#setting seed so that the process is replicable with same results
set.seed(445)
#taking sample of rows, 70%, of wdbc data
sample_rows.wdbc<- sample(nrow(wdbc), round(.7*nrow(wdbc), 0))
train.wdbc<- wdbc[sample_rows.wdbc, ] #subsetting wdbc using sample from code above
test.wdbc<- wdbc[-sample_rows.wdbc, ] # -sample_rows.wdbc finds the rows that was not sampled
dim(wdbc)</code></pre>
<pre><code>## [1] 569 31</code></pre>
<pre class="r"><code>dim(train.wdbc)</code></pre>
<pre><code>## [1] 398 31</code></pre>
<pre class="r"><code>nrow(train.wdbc)+nrow(test.wdbc)== nrow(wdbc)</code></pre>
<pre><code>## [1] TRUE</code></pre>
<p>So, now we have splitted the wdbc dataset into two separate dataset in no particular order. We can now build the model using training data and test using testing data</p>
<pre class="r"><code>wdbc.tree_1 <- rpart(diagnosis~., data = train.wdbc) #we are using default parameters
#predicting the outcome using our model above
predict.tree_1<- predict(wdbc.tree_1, newdata = test.wdbc, type = "class")
table(predict.tree_1)</code></pre>
<pre><code>## predict.tree_1
## B M
## 108 63</code></pre>
<p>So, we predicted diagnosis results on testing set using the model we created by using training dataset. How do we know if our prediction is correct. Well, in this case we compare the result from our model against the true value in the test data.</p>
<pre class="r"><code>table(predict.tree_1, test.wdbc$diagnosis)</code></pre>
<pre><code>##
## predict.tree_1 B M
## B 101 7
## M 6 57</code></pre>
<p>Decision tree was a very easy solution to this problem because it recognized the important factors for the diagnosis in three splits with accuracy 0.9239766.</p>
<p>Will model predict as good if the data was sampled in different ways? In order to do that, we need to engineer the features and reduce overfitting. A simpler model that predicts well over longer term is a better model than a more complex model that only perfoms on certain data. We can also play with the tree default parameters. We will skip feature engineering and cross validation for now.</p>
<ul>
<li><h3 id="kth--nearest-neighbours-knn">Kth- Nearest Neighbours (KNN)</h3></li>
</ul>
<p>In Layman’s term, in KNN algorithm, the test data point finds the closest neighbour from the train data. The idea is that items with similar features live closer to each other.</p>
<pre class="r"><code>library(class)</code></pre>
<pre><code>## Warning: package 'class' was built under R version 3.3.1</code></pre>
<pre class="r"><code># removing the categorical variables from both test and train dataset and telling knn to learn from diagnostics column from training dataset
wdbc.knn_1 <- knn(train = train.wdbc[, -1], test = test.wdbc[,-1], cl = train.wdbc$diagnosis, k = 5)
table(wdbc.knn_1, test.wdbc$diagnosis)</code></pre>
<pre><code>##
## wdbc.knn_1 B M
## B 102 9
## M 5 55</code></pre>
<p>This KNN model found the nearest 5 neighbours of the test point and classified it into whichever set <code>B</code> or <code>M</code> had at least 3 training set into it. The accuracy of prediction is 0.9181287</p>
<p>We did not normalize the data in this example. Normalization like Z score from X is necessary. Also , feature engineering and cross validation is skipped for now.</p>
<p>We will also use <code>kknn</code> package in the future and see the power of Kth- Nearest Neighbour algorighm.</p>
<ul>
<li><h3 id="naive-bayes">Naive Bayes</h3></li>
</ul>
<p>Naive Bayes classifier algorithm is the closest to the Baysian Model and it relies on probability of events happening prior. If you remember conditional probabilities from statistics, you are making good progress.</p>
<p>Install and load <code>e1071</code> library</p>
<pre class="r"><code>library(e1071)
wdbc.naive_1<- naiveBayes(diagnosis~.,data = train.wdbc)
predict.naive_1<- predict(wdbc.naive_1, newdata = test.wdbc, type = "class")
table(predict.naive_1, test.wdbc$diagnosis)</code></pre>
<pre><code>##
## predict.naive_1 B M
## B 101 8
## M 6 56</code></pre>
<p>With the basic naive bayes model we got the accuracy of 0.9181287</p>
<p>Again, there is a lot of optimization we can do using this method which is skipped here for now.</p>
<ul>
<li><h3 id="support-vector-machines">Support Vector Machines</h3></li>
</ul>
<p>SVM is a very powerful techniques whose workings consists of applied math (linear algebra).</p>
<p>Install and load <code>e1071</code> library</p>
<pre class="r"><code>wdbc.svm_1<- svm(diagnosis~., data = train.wdbc)
predict.svm_1<- predict(wdbc.svm_1, newdata = test.wdbc)
table(predict.svm_1, test.wdbc$diagnosis)</code></pre>
<pre><code>##
## predict.svm_1 B M
## B 104 3
## M 3 61</code></pre>
<p>This algorithm used the default linear separator/kernel with reasonable cost. The parameter of SVM must be tuned to get sensible results. However this model predicted very successfully at the rate of 0.9649123</p>
<ul>
<li><h3 id="artifitial-neural-netrowks">Artifitial Neural Netrowks</h3></li>
</ul>
<p>Artifitial Neural Networks algorithm closely resemble the neurons or workings of brains. It consists of one input and output layer and multiple hidden ones.</p>
<p>Install and load the <code>nnet</code> library</p>
<pre class="r"><code>library(nnet)</code></pre>
<pre><code>## Warning: package 'nnet' was built under R version 3.3.1</code></pre>
<pre class="r"><code>wdbc.nnet_1 <- nnet(diagnosis~., data = train.wdbc, size = 8)</code></pre>
<pre><code>## # weights: 257
## initial value 261.826531
## iter 10 value 187.530170
## iter 20 value 114.832257
## iter 30 value 110.616884
## iter 40 value 110.583953
## final value 110.583872
## converged</code></pre>
<pre class="r"><code>predict.nnet_1<- predict(wdbc.nnet_1, newdata = test.wdbc, type ="class")
table(predict.nnet_1, test.wdbc$diagnosis)</code></pre>
<pre><code>##
## predict.nnet_1 B M
## B 97 10
## M 10 54</code></pre>
<p>The artificial neural network algorithm on this data had the accuracy of 0.9239766</p>
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