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catwalk_analysis.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="Tom" />
<meta name="date" content="2018-02-22" />
<title>Catwalk Analysis</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%2Ffont%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%2BLopqzGzDbMmbkAPkZVJjeO5FzOSBKCgJze2ZS4Gemc9twrwY6u9H61iUQTcRvtdT9RW3t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AF4EewSUABgAAAETNjIXEyEyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%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%2BcBdwFFAAAAAgAAg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3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzMyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI1IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTYiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNmZhOyIgZD0iTTc3NCAxMTkzLjVxMTYgLTkuNSAyMC41IC0yN3QtNS41IC0zMy41bC0xMzYgLTE4N2w0NjcgLTc0NmgzMHEyMCAwIDM1IC0xOC41dDE1IC0zOS41di00MmgtMTIwMHY0MnEwIDIxIDE1IDM5LjV0MzUgMTguNWgzMGw0NjggNzQ2bC0xMzUgMTgzcS0xMCAxNiAtNS41IDM0dDIwLjUgMjh0MzQgNS41dDI4IC0yMC41bDExMSAtMTQ4bDExMiAxNTBxOSAxNiAyNyAyMC41dDM0IC01ek02MDAgMjAwaDM3N2wtMTgyIDExMmwtMTk1IDUzNHYtNjQ2eiAiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDE5OyIgZD0iTTYwMCAxMTc0cTMzIDAgNzQgLTVsMzggLTE1Mmw1IC0xcTQ5IC0xNCA5NCAtMzlsNSAtMmwxMzQgODBxNjEgLTQ4IDEwNCAtMTA1bC04MCAtMTM0bDMgLTVxMjUgLTQ0IDM5IC05M2wxIC02bDE1MiAtMzhxNSAtNDMgNSAtNzNxMCAtMzQgLTUgLTc0bC0xNTIgLTM4bC0xIC02cS0xNSAtNDkgLTM5IC05M2wtMyAtNWw4MCAtMTM0cS00OCAtNjEgLTEwNCAtMTA1bC0xMzQgODFsLTUgLTNxLTQ0IC0yNSAtOTQgLTM5bC01IC0ybC0zOCAtMTUxIHEtNDMgLTUgLTc0IC01cS0zMyAwIC03NCA1bC0zOCAxNTFsLTUgMnEtNDkgMTQgLTk0IDM5bC01IDNsLTEzNCAtODFxLTYwIDQ4IC0xMDQgMTA1bDgwIDEzNGwtMyA1cS0yNSA0NSAtMzggOTNsLTIgNmwtMTUxIDM4cS02IDQyIC02IDc0cTAgMzMgNiA3M2wxNTEgMzhsMiA2cTEzIDQ4IDM4IDkzbDMgNWwtODAgMTM0cTQ3IDYxIDEwNSAxMDVsMTMzIC04MGw1IDJxNDUgMjUgOTQgMzlsNSAxbDM4IDE1MnE0MyA1IDc0IDV6TTYwMCA4MTUgcS04OSAwIC0xNTIgLTYzdC02MyAtMTUxLjV0NjMgLTE1MS41dDE1MiAtNjN0MTUyIDYzdDYzIDE1MS41dC02MyAxNTEuNXQtMTUyIDYzeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMjA7IiBkPSJNNTAwIDEzMDBoMzAwcTQxIDAgNzAuNSAtMjkuNXQyOS41IC03MC41di0xMDBoMjc1cTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNzVoLTExMDB2NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWgyNzV2MTAwcTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNXpNNTAwIDEyMDB2LTEwMGgzMDB2MTAwaC0zMDB6TTExMDAgOTAwdi04MDBxMCAtNDEgLTI5LjUgLTcwLjV0LTcwLjUgLTI5LjVoLTcwMHEtNDEgMCAtNzAuNSAyOS41dC0yOS41IDcwLjUgdjgwMGg5MDB6TTMwMCA4MDB2LTcwMGgxMDB2NzAwaC0xMDB6TTUwMCA4MDB2LTcwMGgxMDB2NzAwaC0xMDB6TTcwMCA4MDB2LTcwMGgxMDB2NzAwaC0xMDB6TTkwMCA4MDB2LTcwMGgxMDB2NzAwaC0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAyMTsiIGQ9Ik0xOCA2MThsNjIwIDYwOHE4IDcgMTguNSA3dDE3LjUgLTdsNjA4IC02MDhxOCAtOCA1LjUgLTEzdC0xMi41IC01aC0xNzV2LTU3NXEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTI1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djM3NWgtMzAwdi0zNzVxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1NzVoLTE3NXEtMTAgMCAtMTIuNSA1dDUuNSAxM3oiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDIyOyIgZD0iTTYwMCAxMjAwdi00MDBxMCAtNDEgMjkuNSAtNzAuNXQ3MC41IC0yOS41aDMwMHYtNjUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC04MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djExMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDQ1MHpNMTAwMCA4MDBoLTI1MHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMjM7IiBkPSJNNjAwIDExNzdxMTE3IDAgMjI0IC00NS41dDE4NC41IC0xMjN0MTIzIC0xODQuNXQ0NS41IC0yMjR0LTQ1LjUgLTIyNHQtMTIzIC0xODQuNXQtMTg0LjUgLTEyM3QtMjI0IC00NS41dC0yMjQgNDUuNXQtMTg0LjUgMTIzdC0xMjMgMTg0LjV0LTQ1LjUgMjI0dDQ1LjUgMjI0dDEyMyAxODQuNXQxODQuNSAxMjN0MjI0IDQ1LjV6TTYwMCAxMDI3cS0xMTYgMCAtMjE0LjUgLTU3dC0xNTUuNSAtMTU1LjV0LTU3IC0yMTQuNXQ1NyAtMjE0LjUgdDE1NS41IC0xNTUuNXQyMTQuNSAtNTd0MjE0LjUgNTd0MTU1LjUgMTU1LjV0NTcgMjE0LjV0LTU3IDIxNC41dC0xNTUuNSAxNTUuNXQtMjE0LjUgNTd6TTUyNSA5MDBoNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0yNzVoMTc1cTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYzNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI0OyIgZD0iTTEzMDAgMGgtNTM4bC00MSA0MDBoLTI0MmwtNDEgLTQwMGgtNTM4bDQzMSAxMjAwaDIwOWwtMjEgLTMwMGgxNjJsLTIwIDMwMGgyMDh6TTUxNSA4MDBsLTI3IC0zMDBoMjI0bC0yNyAzMDBoLTE3MHoiIC8%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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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%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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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTM2OyIgZD0iTTc1NiAxMTU3cTE2NCA5MiAzMDYgLTlsLTI1OSAtMTM4bDE0NSAtMjMybDI1MSAxMjZxNiAtODkgLTM0IC0xNTYuNXQtMTE3IC0xMTAuNXEtNjAgLTM0IC0xMjcgLTM5LjV0LTEyNiAxNi41bC01OTYgLTU5NnEtMTUgLTE2IC0zNi41IC0xNnQtMzYuNSAxNmwtMTExIDExMHEtMTUgMTUgLTE1IDM2LjV0MTUgMzcuNWw2MDAgNTk5cS0zNCAxMDEgNS41IDIwMS41dDEzNS41IDE1NC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMzc7IiBob3Jpei1hZHYteD0iMTIyMCIgZD0iTTEwMCAxMTk2aDEwMDBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTEwMHEwIC00MSAtMjkuNSAtNzAuNXQtNzAuNSAtMjkuNWgtMTAwMHEtNDEgMCAtNzAuNSAyOS41dC0yOS41IDcwLjV2MTAwcTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNXpNMTEwMCAxMDk2aC0yMDB2LTEwMGgyMDB2MTAwek0xMDAgNzk2aDEwMDBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTEwMHEwIC00MSAtMjkuNSAtNzAuNXQtNzAuNSAtMjkuNWgtMTAwMCBxLTQxIDAgLTcwLjUgMjkuNXQtMjkuNSA3MC41djEwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjV6TTExMDAgNjk2aC01MDB2LTEwMGg1MDB2MTAwek0xMDAgMzk2aDEwMDBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTEwMHEwIC00MSAtMjkuNSAtNzAuNXQtNzAuNSAtMjkuNWgtMTAwMHEtNDEgMCAtNzAuNSAyOS41dC0yOS41IDcwLjV2MTAwcTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNXpNMTEwMCAyOTZoLTMwMHYtMTAwaDMwMHYxMDB6ICIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMzg7IiBkPSJNMTUwIDEyMDBoOTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41dC0xNC41IC0zNS41dC0zNS41IC0xNC41aC05MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41dDE0LjUgMzUuNXQzNS41IDE0LjV6TTcwMCA1MDB2LTMwMGwtMjAwIC0yMDB2NTAwbC0zNTAgNTAwaDkwMHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTQzOyIgZD0iTTY0OSA5NDlxNDggNjggMTA5LjUgMTA0dDEyMS41IDM4LjV0MTE4LjUgLTIwdDEwMi41IC02NHQ3MSAtMTAwLjV0MjcgLTEyM3EwIC01NyAtMzMuNSAtMTE3LjV0LTk0IC0xMjQuNXQtMTI2LjUgLTEyNy41dC0xNTAgLTE1Mi41dC0xNDYgLTE3NHEtNjIgODUgLTE0NS41IDE3NHQtMTUwIDE1Mi41dC0xMjYuNSAxMjcuNXQtOTMuNSAxMjQuNXQtMzMuNSAxMTcuNXEwIDY0IDI4IDEyM3Q3MyAxMDAuNXQxMDQgNjR0MTE5IDIwIHQxMjAuNSAtMzguNXQxMDQuNSAtMTA0ek04OTYgOTcycS0zMyAwIC02NC41IC0xOXQtNTYuNSAtNDZ0LTQ3LjUgLTUzLjV0LTQzLjUgLTQ1LjV0LTM3LjUgLTE5dC0zNiAxOXQtNDAgNDUuNXQtNDMgNTMuNXQtNTQgNDZ0LTY1LjUgMTlxLTY3IDAgLTEyMi41IC01NS41dC01NS41IC0xMzIuNXEwIC0yMyAxMy41IC01MXQ0NiAtNjV0NTcuNSAtNjN0NzYgLTc1bDIyIC0yMnExNSAtMTQgNDQgLTQ0dDUwLjUgLTUxdDQ2IC00NHQ0MSAtMzV0MjMgLTEyIHQyMy41IDEydDQyLjUgMzZ0NDYgNDR0NTIuNSA1MnQ0NCA0M3E0IDQgMTIgMTNxNDMgNDEgNjMuNSA2MnQ1MiA1NXQ0NiA1NXQyNiA0NnQxMS41IDQ0cTAgNzkgLTUzIDEzMy41dC0xMjAgNTQuNXoiIC8%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%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%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%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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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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTk5OyIgZD0iTTcwMCAxMDB2MTAwaDQwMGwtMjcwIDMwMGgxNzBsLTI3MCAzMDBoMTcwbC0zMDAgMzMzbC0zMDAgLTMzM2gxNzBsLTI3MCAtMzAwaDE3MGwtMjcwIC0zMDBoNDAwdi0xMDBoLTUwcS0yMSAwIC0zNS41IC0xNC41dC0xNC41IC0zNS41di01MGg0MDB2NTBxMCAyMSAtMTQuNSAzNS41dC0zNS41IDE0LjVoLTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDA7IiBkPSJNNjAwIDExNzlxOTQgMCAxNjcuNSAtNTYuNXQ5OS41IC0xNDUuNXE4OSAtNiAxNTAuNSAtNzEuNXQ2MS41IC0xNTUuNXEwIC02MSAtMjkuNSAtMTEyLjV0LTc5LjUgLTgyLjVxOSAtMjkgOSAtNTVxMCAtNzQgLTUyLjUgLTEyNi41dC0xMjYuNSAtNTIuNXEtNTUgMCAtMTAwIDMwdi0yNTFxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTUwaC0zMDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41djI1MXEtNDUgLTMwIC0xMDAgLTMwIHEtNzQgMCAtMTI2LjUgNTIuNXQtNTIuNSAxMjYuNXEwIDE4IDQgMzhxLTQ3IDIxIC03NS41IDY1dC0yOC41IDk3cTAgNzQgNTIuNSAxMjYuNXQxMjYuNSA1Mi41cTUgMCAyMyAtMnEwIDIgLTEgMTB0LTEgMTNxMCAxMTYgODEuNSAxOTcuNXQxOTcuNSA4MS41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDE7IiBkPSJNMTAxMCAxMDEwcTExMSAtMTExIDE1MC41IC0yNjAuNXQwIC0yOTl0LTE1MC41IC0yNjAuNXEtODMgLTgzIC0xOTEuNSAtMTI2LjV0LTIxOC41IC00My41dC0yMTguNSA0My41dC0xOTEuNSAxMjYuNXEtMTExIDExMSAtMTUwLjUgMjYwLjV0MCAyOTl0MTUwLjUgMjYwLjVxODMgODMgMTkxLjUgMTI2LjV0MjE4LjUgNDMuNXQyMTguNSAtNDMuNXQxOTEuNSAtMTI2LjV6TTQ3NiAxMDY1cS00IDAgLTggLTFxLTEyMSAtMzQgLTIwOS41IC0xMjIuNSB0LTEyMi41IC0yMDkuNXEtNCAtMTIgMi41IC0yM3QxOC41IC0xNGwzNiAtOXEzIC0xIDcgLTFxMjMgMCAyOSAyMnEyNyA5NiA5OCAxNjZxNzAgNzEgMTY2IDk4cTExIDMgMTcuNSAxMy41dDMuNSAyMi41bC05IDM1cS0zIDEzIC0xNCAxOXEtNyA0IC0xNSA0ek01MTIgOTIwcS00IDAgLTkgLTJxLTgwIC0yNCAtMTM4LjUgLTgyLjV0LTgyLjUgLTEzOC41cS00IC0xMyAyIC0yNHQxOSAtMTRsMzQgLTlxNCAtMSA4IC0xcTIyIDAgMjggMjEgcTE4IDU4IDU4LjUgOTguNXQ5Ny41IDU4LjVxMTIgMyAxOCAxMy41dDMgMjEuNWwtOSAzNXEtMyAxMiAtMTQgMTlxLTcgNCAtMTUgNHpNNzE5LjUgNzE5LjVxLTQ5LjUgNDkuNSAtMTE5LjUgNDkuNXQtMTE5LjUgLTQ5LjV0LTQ5LjUgLTExOS41dDQ5LjUgLTExOS41dDExOS41IC00OS41dDExOS41IDQ5LjV0NDkuNSAxMTkuNXQtNDkuNSAxMTkuNXpNODU1IDU1MXEtMjIgMCAtMjggLTIxcS0xOCAtNTggLTU4LjUgLTk4LjV0LTk4LjUgLTU3LjUgcS0xMSAtNCAtMTcgLTE0LjV0LTMgLTIxLjVsOSAtMzVxMyAtMTIgMTQgLTE5cTcgLTQgMTUgLTRxNCAwIDkgMnE4MCAyNCAxMzguNSA4Mi41dDgyLjUgMTM4LjVxNCAxMyAtMi41IDI0dC0xOC41IDE0bC0zNCA5cS00IDEgLTggMXpNMTAwMCA1MTVxLTIzIDAgLTI5IC0yMnEtMjcgLTk2IC05OCAtMTY2cS03MCAtNzEgLTE2NiAtOThxLTExIC0zIC0xNy41IC0xMy41dC0zLjUgLTIyLjVsOSAtMzVxMyAtMTMgMTQgLTE5cTcgLTQgMTUgLTQgcTQgMCA4IDFxMTIxIDM0IDIwOS41IDEyMi41dDEyMi41IDIwOS41cTQgMTIgLTIuNSAyM3QtMTguNSAxNGwtMzYgOXEtMyAxIC03IDF6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIwMjsiIGQ9Ik03MDAgODAwaDMwMHYtMzgwaC0xODB2MjAwaC0zNDB2LTIwMGgtMzgwdjc1NXEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDU3NXYtNDAwek0xMDAwIDkwMGgtMjAwdjIwMHpNNzAwIDMwMGgxNjJsLTIxMiAtMjEybC0yMTIgMjEyaDE2MnYyMDBoMTAwdi0yMDB6TTUyMCAwaC0zOTVxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYzOTV6TTEwMDAgMjIwdi0xOTVxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0xOTV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIwMzsiIGQ9Ik03MDAgODAwaDMwMHYtNTIwbC0zNTAgMzUwbC01NTAgLTU1MHYxMDk1cTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoNTc1di00MDB6TTEwMDAgOTAwaC0yMDB2MjAwek04NjIgMjAwaC0xNjJ2LTIwMGgtMTAwdjIwMGgtMTYybDIxMiAyMTJ6TTQ4MCAwaC0zNTVxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1NWgzODB2LTgwek0xMDAwIDgwdi01NXEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE1NXY4MGgxODB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIwNDsiIGQ9Ik0xMTYyIDgwMGgtMTYydi0yMDBoMTAwbDEwMCAtMTAwaC0zMDB2MzAwaC0xNjJsMjEyIDIxMnpNMjAwIDgwMGgyMDBxMjcgMCA0MCAtMnQyOS41IC0xMC41dDIzLjUgLTMwdDcgLTU3LjVoMzAwdi0xMDBoLTYwMGwtMjAwIC0zNTB2NDUwaDEwMHEwIDM2IDcgNTcuNXQyMy41IDMwdDI5LjUgMTAuNXQ0MCAyek04MDAgNDAwaDI0MGwtMjQwIC00MDBoLTgwMGwzMDAgNTAwaDUwMHYtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDU7IiBkPSJNNjUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGg1MHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoNTB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0xMDAwIDg1MHYxNTBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTgwMCBxMCAtNDEgLTI5LjUgLTcwLjV0LTcwLjUgLTI5LjVoLTYwMHEtMSAwIC0yMCA0bDI0NiAyNDZsLTMyNiAzMjZ2MzI0cTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNXYtMTUwcTAgLTYyIDQ0IC0xMDZ0MTA2IC00NGgzMDBxNjIgMCAxMDYgNDR0NDQgMTA2ek00MTIgMjUwbC0yMTIgLTIxMnYxNjJoLTIwMHYxMDBoMjAwdjE2MnoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjE5OyIgZD0iTTIwMCAxMTAwaDgwMHE4MyAwIDE0MS41IC01OC41dDU4LjUgLTE0MS41di0yMDBoLTEwMHEwIDQxIC0yOS41IDcwLjV0LTcwLjUgMjkuNWgtMjUwcS00MSAwIC03MC41IC0yOS41dC0yOS41IC03MC41aC0xMDBxMCA0MSAtMjkuNSA3MC41dC03MC41IDI5LjVoLTI1MHEtNDEgMCAtNzAuNSAtMjkuNXQtMjkuNSAtNzAuNWgtMTAwdjIwMHEwIDgzIDU4LjUgMTQxLjV0MTQxLjUgNTguNXpNMTAwIDYwMGgxMDAwcTQxIDAgNzAuNSAtMjkuNSB0MjkuNSAtNzAuNXYtMzAwaC0xMjAwdjMwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjV6TTMwMCAxMDB2LTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djUwaDIwMHpNMTEwMCAxMDB2LTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djUwaDIwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjIxOyIgZD0iTTQ4MCAxMTY1bDY4MiAtNjgzcTMxIC0zMSAzMSAtNzUuNXQtMzEgLTc1LjVsLTEzMSAtMTMxaC00ODFsLTUxNyA1MThxLTMyIDMxIC0zMiA3NS41dDMyIDc1LjVsMjk1IDI5NnEzMSAzMSA3NS41IDMxdDc2LjUgLTMxek0xMDggNzk0bDM0MiAtMzQybDMwMyAzMDRsLTM0MSAzNDF6TTI1MCAxMDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtOTAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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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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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUwOyIgZD0iTTg2NSA1NjVsLTQ5NCAtNDk0cS0yMyAtMjMgLTQxIC0yM3EtMTQgMCAtMjIgMTMuNXQtOCAzOC41djEwMDBxMCAyNSA4IDM4LjV0MjIgMTMuNXExOCAwIDQxIC0yM2w0OTQgLTQ5NHExNCAtMTQgMTQgLTM1dC0xNCAtMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI1MTsiIGQ9Ik0zMzUgNjM1bDQ5NCA0OTRxMjkgMjkgNTAgMjAuNXQyMSAtNDkuNXYtMTAwMHEwIC00MSAtMjEgLTQ5LjV0LTUwIDIwLjVsLTQ5NCA0OTRxLTE0IDE0IC0xNCAzNXQxNCAzNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUyOyIgZD0iTTEwMCA5MDBoMTAwMHE0MSAwIDQ5LjUgLTIxdC0yMC41IC01MGwtNDk0IC00OTRxLTE0IC0xNCAtMzUgLTE0dC0zNSAxNGwtNDk0IDQ5NHEtMjkgMjkgLTIwLjUgNTB0NDkuNSAyMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUzOyIgZD0iTTYzNSA4NjVsNDk0IC00OTRxMjkgLTI5IDIwLjUgLTUwdC00OS41IC0yMWgtMTAwMHEtNDEgMCAtNDkuNSAyMXQyMC41IDUwbDQ5NCA0OTRxMTQgMTQgMzUgMTR0MzUgLTE0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTQ7IiBkPSJNNzAwIDc0MXYtMTgybC02OTIgLTMyM3YyMjFsNDEzIDE5M2wtNDEzIDE5M3YyMjF6TTEyMDAgMGgtODAwdjIwMGg4MDB2LTIwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU1OyIgZD0iTTEyMDAgOTAwaC0yMDB2LTEwMGgyMDB2LTEwMGgtMzAwdjMwMGgyMDB2MTAwaC0yMDB2MTAwaDMwMHYtMzAwek0wIDcwMGg1MHEwIDIxIDQgMzd0OS41IDI2LjV0MTggMTcuNXQyMiAxMXQyOC41IDUuNXQzMSAydDM3IDAuNWgxMDB2LTU1MHEwIC0yMiAtMjUgLTM0LjV0LTUwIC0xMy41bC0yNSAtMnYtMTAwaDQwMHYxMDBxLTQgMCAtMTEgMC41dC0yNCAzdC0zMCA3dC0yNCAxNXQtMTEgMjQuNXY1NTBoMTAwcTI1IDAgMzcgLTAuNXQzMSAtMiB0MjguNSAtNS41dDIyIC0xMXQxOCAtMTcuNXQ5LjUgLTI2LjV0NCAtMzdoNTB2MzAwaC04MDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU2OyIgZD0iTTgwMCA3MDBoLTUwcTAgMjEgLTQgMzd0LTkuNSAyNi41dC0xOCAxNy41dC0yMiAxMXQtMjguNSA1LjV0LTMxIDJ0LTM3IDAuNWgtMTAwdi01NTBxMCAtMjIgMjUgLTM0LjV0NTAgLTE0LjVsMjUgLTF2LTEwMGgtNDAwdjEwMHE0IDAgMTEgMC41dDI0IDN0MzAgN3QyNCAxNXQxMSAyNC41djU1MGgtMTAwcS0yNSAwIC0zNyAtMC41dC0zMSAtMnQtMjguNSAtNS41dC0yMiAtM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<script src="data:application/x-javascript;base64,/*!
 * Bootstrap v3.3.5 (http://getbootstrap.com)
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<h1 class="title toc-ignore">Catwalk Analysis</h1>
<h4 class="author"><em>Tom</em></h4>
<h4 class="date"><em>February 22, 2018</em></h4>
</div>
<pre class="r"><code>library(tidyverse)
library(broom)
library(skimr)
library(purrr)
library(agricolae)
library(emmeans)
library(stringr)
library(writexl)</code></pre>
<pre class="r"><code># have to set to helmert contrasts
options(contrasts = c("contr.helmert", "contr.poly"))
# custom function to generate a tidy type 3 ANOVA
type_3_aov <- function(x, dataframe) {
broom::tidy(car::Anova(lm(x ~ sex * age * gt,
data=dataframe),
type=3)) %>%
mutate(p.value = round(p.value, 3))
}
# custom function to generate a tukey post-hoc
post_hoc_lm <- function(x, dataframe){
summary(lsmeans::lsmeans(lm(x ~ sex * age * gt, data = dataframe),
pairwise ~ sex:age:gt,
adjust = "tukey"))$contrasts %>%
mutate(p.value = round(p.value, 3)) %>%
filter(p.value < 0.051)
}</code></pre>
<pre class="r"><code>raw_catwalk <- read_csv("catwalk_data.csv")</code></pre>
<pre><code>## Parsed with column specification:
## cols(
## `#` = col_integer(),
## group = col_character(),
## uid = col_integer(),
## age = col_integer(),
## real_age = col_integer(),
## sex = col_integer(),
## gt = col_integer(),
## number_of_runs = col_integer(),
## run_speed = col_double(),
## run_max_variation = col_double(),
## front_bos = col_double(),
## hind_bos = col_double(),
## front_strlen = col_double(),
## hind_strlen = col_double(),
## front_swingspd = col_double(),
## hind_swingspd = col_double(),
## front_stepcyc = col_double(),
## hind_stepcyc = col_double()
## )</code></pre>
<pre class="r"><code>skim(raw_catwalk)</code></pre>
<pre><code>## Skim summary statistics
## n obs: 181
## n variables: 18
##
## Variable type: character
## variable missing complete n min max empty n_unique
## group 0 181 181 1 4 0 4
##
## Variable type: integer
## variable missing complete n mean sd p0 p25
## # 0 181 181 108.02 60.33 2 54
## age 0 181 181 0.93 0.81 0 0
## gt 0 181 181 0.97 0.94 0 0
## number_of_runs 0 181 181 3.34 1.76 1 2
## real_age 0 181 181 9.86 5.25 4 4
## sex 0 181 181 0.45 0.5 0 0
## uid 0 181 181 714761.23 307629.16 46538 364647
## median p75 p100 hist
## 114 161 206 <U+2587><U+2587><U+2586><U+2585><U+2587><U+2587><U+2587><U+2587>
## 1 2 2 <U+2587><U+2581><U+2581><U+2587><U+2581><U+2581><U+2581><U+2586>
## 1 2 2 <U+2587><U+2581><U+2581><U+2582><U+2581><U+2581><U+2581><U+2587>
## 3 3 11 <U+2585><U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581>
## 10 17 17 <U+2587><U+2581><U+2581><U+2587><U+2581><U+2581><U+2581><U+2586>
## 0 1 1 <U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2586>
## 883766 916457 985344 <U+2582><U+2581><U+2582><U+2581><U+2581><U+2581><U+2582><U+2587>
##
## Variable type: numeric
## variable missing complete n mean sd p0 p25 median
## front_bos 0 181 181 1.34 0.16 0.94 1.23 1.33
## front_stepcyc 0 181 181 0.2 0.063 0.11 0.14 0.18
## front_strlen 0 181 181 7.73 1.31 4.86 6.78 7.75
## front_swingspd 0 181 181 93.74 29.4 42.8 73.23 89.84
## hind_bos 0 181 181 2.34 0.23 1.9 2.16 2.34
## hind_stepcyc 0 181 181 0.2 0.064 0.1 0.14 0.18
## hind_strlen 0 181 181 7.55 1.3 4.43 6.44 7.57
## hind_swingspd 0 181 181 87.3 26.01 34.77 68.12 83.19
## run_max_variation 0 181 181 25.59 9 9 19.12 24
## run_speed 0 181 181 42.66 17.54 13.3 30 40.07
## p75 p100 hist
## 1.44 1.92 <U+2581><U+2583><U+2585><U+2587><U+2583><U+2582><U+2581><U+2581>
## 0.23 0.39 <U+2587><U+2587><U+2586><U+2585><U+2582><U+2582><U+2581><U+2581>
## 8.73 10.77 <U+2583><U+2583><U+2587><U+2587><U+2587><U+2587><U+2582><U+2582>
## 120.27 156.9 <U+2585><U+2585><U+2587><U+2587><U+2585><U+2585><U+2583><U+2583>
## 2.5 2.93 <U+2583><U+2586><U+2586><U+2587><U+2587><U+2583><U+2582><U+2581>
## 0.24 0.43 <U+2587><U+2587><U+2586><U+2585><U+2582><U+2582><U+2581><U+2581>
## 8.56 10.65 <U+2582><U+2582><U+2587><U+2586><U+2587><U+2587><U+2582><U+2582>
## 105.44 150.39 <U+2582><U+2585><U+2586><U+2587><U+2583><U+2583><U+2583><U+2581>
## 32 50.5 <U+2583><U+2586><U+2587><U+2586><U+2586><U+2583><U+2582><U+2581>
## 56.5 80.8 <U+2585><U+2586><U+2587><U+2587><U+2586><U+2583><U+2585><U+2582></code></pre>
<pre class="r"><code>head(raw_catwalk)</code></pre>
<pre><code>## # A tibble: 6 x 18
## `#` group uid age real_age sex gt number_of_runs run_speed
## <int> <chr> <int> <int> <int> <int> <int> <int> <dbl>
## 1 2 1,2 46538 1 10 1 0 1 15.4
## 2 3 1,2 49660 1 10 0 1 3 24.1
## 3 5 1,2 76598 2 17 1 2 1 47.3
## 4 6 1,2 101124 2 17 1 2 2 17.8
## 5 8 1,2 329570 2 17 1 0 3 32.9
## 6 9 1,2 332630 2 17 1 0 1 38.6
## # ... with 9 more variables: run_max_variation <dbl>, front_bos <dbl>,
## # hind_bos <dbl>, front_strlen <dbl>, hind_strlen <dbl>,
## # front_swingspd <dbl>, hind_swingspd <dbl>, front_stepcyc <dbl>,
## # hind_stepcyc <dbl></code></pre>
<pre class="r"><code>cat_df <- raw_catwalk %>%
filter(gt != "1" & uid != 928211 & uid != 841350) %>%
mutate(age = factor(age, labels = c("4 Month", "10 Month", "17 Month")),
gt = factor(gt, labels = c("GCLM +/+", "GCLM -/-")))</code></pre>
<p>Mental check</p>
<pre class="r"><code>cat_df %>%
filter(age == "17 Month" & run_speed > 70) %>%
print()</code></pre>
<pre><code>## # A tibble: 0 x 18
## # ... with 18 variables: `#` <int>, group <chr>, uid <int>, age <fct>,
## # real_age <int>, sex <int>, gt <fct>, number_of_runs <int>,
## # run_speed <dbl>, run_max_variation <dbl>, front_bos <dbl>,
## # hind_bos <dbl>, front_strlen <dbl>, hind_strlen <dbl>,
## # front_swingspd <dbl>, hind_swingspd <dbl>, front_stepcyc <dbl>,
## # hind_stepcyc <dbl></code></pre>
<p>Check distributions of the data.</p>
<pre class="r"><code>ggplot(cat_df, aes(x = run_speed, fill = age)) + geom_density(alpha = 0.5)</code></pre>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABUAAAAPACAMAAADDuCPrAAAA7VBMVEUAAAAAADoAAGYAOmYAOpAAXRwAZpAAZrYxToAxfY4zMzM6AAA6OgA6Ojo6ZmY6kJA6kLY6kNtNTU1NTW5NTY5NbqtNjshmAABmOgBmZmZmkJBmtttmtv9rt8htqLluTU1uq+Rvq7twvM110pF5tXJ51pV9und/3JuOTU2Oq6uOyP+QOgCQkDqQkLaQ2/+mw/Wpx/mrbk2rjk2r5P+wzf+2ZgC2kDq2/9u2///Ijk3I///bkDrb25Db/9vb///kq27k///r6+vysKzy8vL1tK/7urb/tmb/yI7/25D/5Kv//7b//8j//9v//+T///+0MafDAAAACXBIWXMAAB2HAAAdhwGP5fFlAAAgAElEQVR4nO3dfYMbx3WoediRQ8qMs6vxi7KJKMm2VtI17zqrtca2PIlo666GlETx+3+ci34B0ADOaVRVV5061f08fyQc8K10hv1zV6MB7N4SEVFSu9oLICJqNQAlIkoMQImIEgNQIqLEAJSIKDEAJSJKDECJiBIDUCKixACUiCgxACUiSgxAiYgSA1AiosQAlIgosRqA/sMy479uPkdrYS5yzEUpfTAViLELQC1ztBbmIsdclABUDEAtc7QW5iLHXJQAVAxALXO0FuYix1yUAFQMQC1ztBbmIsdclABUDEAtc7QW5iLHXJQAVAxALXO0FuYix1yUAFQMQC1ztBbmIsdclABUDEAtc7QW5iLHXJQAVAxALXO0FuYix1yUAFQMQC1ztBbmIsdclABUDEAtc7QW5iLHXJQAVAxALXO0FuYix1yUAFQMQC1ztBbmIsdclABUDEAtc7QW5iLHXJQAVAxALXO0FuYix1yUAFQMQC1ztBbmIsdclABUDEAtc7QW5iLHXJQAVAxALXO0FuYix1yUAFQMQC1ztBbmIsdclABUDEAtc7QW5iLHXJQAVAxALXO0FuYix1yUAFQMQC1ztBbmIsdclABUDEAtc7QW5iLHXJQAVAxALXO0FuYix1yUAFQMQC1ztBbmIsdclABUDEAtc7QW5iLHXJQAVAxALXO0FuYix1yUAFQMQC1ztBbmIsdclABUDEAtc7QW5iLHXJQAVAxALXO0FuYix1yUAFQMQC1ztBbmIsdclABUDEAtc7QW5iLHXJQAVAxALXO0FuYix1yUAFQMQC1ztBbmIsdclABUDEAtc7QW5iLHXJQAVAxALXO0FuYix1yUAFQMQC1ztBbmIsdclABUbJuA7vpM19Hn6IAACjnmogSgYtsDdHeW6Vo8HRBAIcdclABUbHOADm7+574KhDo6IIBCjrkoAajY1gAd8TxkLKijAwIo5JiLEoCKbQzQCz8HQg0XY/dX3Qoo5JiLEoCKbQrQ3bWftoI6OiCAQo65KAGo2JYAFf003cY7OiCAQo65KAGo2IYAlfk0FdTRAQEUcsxFCUDFtgOo6qfhNt7RAQEUcsxFCUDFNgPonJ9mgjo6IIBCjrkoAajYVgCd99NKUEcHBFDIMRclABXbDqCzfnaCWizG4O8IDCjkmIsSgIptBNCbftoI6uiAAAo55qIEoGLbAPTWBt5qE+/ogAAKOeaiBKBimwA0xE8TQR0dEEAhx1yUAFRsI4AG+GkhqKMDAijkmIsSgIptAdBAPw0ugzo6IIBCjrkoAajYBgAN28CbCOrogAAKOeaiBKBimwA01M/im3hHBwRQyDEXJQAVWz+gEX4WF9TRAQEUcsxFCUDFVg9oxAa+vKCODgigkGMuSgAqtgFAY/wsfBnU0QEBFHLMRQlAxdYO6G73ZRygRQV1dEAAhRxzUQJQsZUDugNQJaCQYy5KACq2ekC/jAW0pKCODgigkGMuSgAqBqAAWj9Ha2EuSgAqBqACoMUEdXRAAIUcc1ECULF1A7rb/Wc8oAVPQR0dEEAhx1yUAFQMQC0FdXRAAIUcc1ECULFVA9rdA5oGaCFBHR0QQCHHXJQAVGzNgO5SAS12CurogAAKOeaiBKBi6wb0PxMBLSWoowMCKOSYixKAigGoAmgRQR0dEEAhx1yUAFRsxYAOr4JPA7TQKaijAwIo5JiLEoCKAailoI4OCKCQYy5KACq2XkDHt2FKB7SAoI4OCKCQYy5KACoGoJanoI4OCKCQYy5KACq2WkAP7wOaDGgJQR0dEEAhx1yUAFQMQAG0fo7WwlyUAFRsrYAe34g+HdACgjo6IIBCjrkoAagYgAJo/RythbkoAajYSgE9fRISgMoBhRxzUQJQMQCdAzS3oI4OCKCQYy5KACq2TkAnH8W5AND8p6CODgigkGMuSgAqBqCWgjo6IIBCjrkoAagYgAJo/RythbkoAagYgFoK6uiAAAo55qIEoGIACqD1c7QW5qIEoGKrBHTi50JAMwvq6IAACjnmogSgYgB6C9Ccgjo6IIBCjrkoAagYgN4UNOPCHB0QQCHHXJQAVGyNgE79XAxoVkEdHRBAIcdclABUDEABtH6O1sJclABUbIWAnvm5HNCcgjo6IIBCjrkoAagYgAJo/RythbkoAagYgFoK6uiAAAo55qIEoGLrA/TcTwBVAgo55qIEoGIAaimoowMCKOSYixKAigEogNbP0VqYixKAiq0O0As/AVQJKOSYixKAigEogNbP0VqYixKAigGopaCODgigkGMuSgAqtjZAL/0EUCWgkGMuSgAqBqCWgjo6IIBCjrkoAajYygC98hNAlYBCjrkoAagYgFoK6uiAAAo55qIEoGIACqD1c7QW5qIEoGKLAP3h87u7u4/1h7776Ornu3J+W8+79jMXoHkEdXRAAIUcc1ECULElgPY+3t39+u/KQy/7H9/96m8Xvy/nt/U8AA0OKOSYixKAii0AdH+y+ZuezI/lh/b/7w+Hh87K+W09ryCgWQR1dEAAhRxzUQJQsQWAvhpONL/76HSKefbQV4Os058fyvltPUvwE0CVgEKOuSgBqNgCQEcgf/yiO9FUH9qfgq4D0ByCOjoggEKOuSgBqFg6oD9+8cs/9T94edzDCw91Z6DTi6RdOb+tZwFoeEAhx1yUAFQsHdDjmeXL40VO4aHxSujQz4eS/8pb7XZflmxX454vIvJbBkBfXQN6fOiru7vxpLQLQIloTZUF9Mcv7oQ7QXNuLM4qu4XPsIl3tCVjqyrHXJTYwosVPgN9e76HH8r5bZ0m+QmgSkAhx1yUAFSs+DXQ471Np3J+W6cVB3SxoI4OCKCQYy5KACpW/ln466fhc35bpwFoREAhx1yUAFRs0X2g/db8/D7Q00PHx60AFf0EUCWgkGMuSgAqVvSVSMM+/uXlazlzflsnAWhMQCHHXJQAVKz4a+H3qE5uZOrL+W2dZADoUkEdHRBAIcdclABUbMmtja/uTm+99N1HPZPThw5fXD4JX+hfhewngCoBhRxzUQJQsVzvBzoCev5+oP0Xly/kbBrQhYI6OiCAQo65KAGo2HrekR5AowIKOeaiBKBiAGopqKMDAijkmIsSgIqtBlDFTwBVAgo55qIEoGIAaimoowMCKOSYixKAigEogNbP0VqYixKAiq0FUM3P/IAuEdTRAQEUcsxFCUDFABRA6+doLcxFCUDFANRSUEcHBFDIMRclABVbCaCqnwCqBBRyzEUJQMUA1FJQRwcEUMgxFyUAFQNQAK2fo7UwFyUAFVsHoLqfAKoEFHLMRQlAxQAUQOvnaC3MRQlAxQDUUlBHBwRQyDEXJQAVA1AArZ+jtTAXJQAVA1BLQR0dEEAhx1yUAFQMQAG0fo7WwlyUAFQMQC0FdXRAAIUcc1ECULFVADrjJ4AqAYUcc1ECUDEAtRTU0QEBFHLMRQlAxQA0GdAEQR0dEEAhx1yUAFQMQNMFTfinlP0/PTmgkGMuSgAqtgZA5/wsB2iKoI4OCKCQYy5KACoGoABaP0drYS5KACoGoJaCOjoggEKOuSgBqNgKAJ31E0CVgEKOuSgBqBiAWgrq6IAACjnmogSgYgAKoPVztBbmogSgYgBqKaijAwIo5JiLEoCKtQ/ovJ8AqgQUcsxFCUDFABRA6+doLcxFCUDFABRA6+doLcxFCUDFANRSUEcHBFDIMRclABVrHtAbfgKoElDIMRclABUDUEtBHR0QQCHHXJQAVAxAAbR+jtbCXJQAVAxALQV1dEAAhRxzUQJQsdYBveUngCoBhRxzUQJQMQC1FNTRAQEUcsxFCUDFABRA6+doLcxFCUDFGgf0pp/lAY0R1NEBARRyzEUJQMUAFEDr52gtzEUJQMUA1FJQRwcEUMgxFyUAFQPQHICGCurogAAKOeaiBKBibQN6208LQMNPQR0dEEAhx1yUAFQMQC0FdXRAAIUcc1ECUDEABdD6OVoLc1ECUDEAzVKgoI4OCKCQYy5KACrWNKABfgKoElDIMRclABUD0CwB6KIcrYW5KAGoGIBmKfBOJkcHBFDIMRclABUD0DwB6JIcrYW5KAGoGIBmKkhQRwcEUMgxFyUAFQPQTAHoghythbkoAagYgOYqRFBHBwRQyDEXJQAVA9BcAWh6jtbCXJQAVKxlQEP8tAM0RFBHBwRQyDEXJQAVA9BsBdzK5OiAAAo55qIEoGIAmi8ATc3RWpiLEoCKAWjGbgrq6IAACjnmogSgYg0DGuSnMaA3BHV0QACFHHNRAlAxAM0ZgKblaC3MRQlAxQA0azcEdXRAAIUcc1ECUDEAzRqAJuVoLcxFCUDF2gU0zE9jQG8I6uiAAAo55qIEoGIAmjcATcnRWpiLEoCKAWjeADQlR2thLkoAKgageZu/k8nRAQEUcsxFCUDFmgU00E9rQOdPQR0dEEAhx1yUAFQMQHM3J6ijAwIo5JiLEoCKAWju5jbxjg4IoJBjLkoAKgag2QPQ6BythbkoAahYq4CG+lkB0BlBHR0QQCHHXJQAVAxA86dv4h0dEEAhx1yUAFQMQAsEoJE5WgtzUQJQMQAtkSaoowMCKOSYixKAigFoibRNvKMDAijkmIsSgIo1Cmiwn3UA1U5BHR0QQCHHXJQAVAxAyyQL6uiAAAo55qIEoGIAWiYAjcnRWpiLEoCKAWihREEdHRBAIcdclABUrE1Aw/2sCKggqKMDAijkmIsSgIoBaKkANDxHa2EuSgAqBqDFEgR1dEAAhRxzUQJQMQAtlrCJd3RAAIUcc1ECULEmAY3wsyKgwimoowMCKOSYixKAigFowa4EdXRAAIUcc1ECUDEALdjVJt7RAQEUcsxFCUDFALRkl4I6OiCAQo65KAGoWIuAxvhZF9BLQR0dEEAhx1yUAFQMQMt2LqijAwIo5JiLEoCKAWjhADQgR2thLkoAKgagpZsK6uiAAAo55qIEoGIAWrrpJr7UAbGb+yxlOaCQYy5KACoGoMUrCejuusDfCRRyzEUJQMUAtHwn1LIeEFM1f//7WEOBQo65KAGoGICW70RaxgPiKOdFoYQChRxzUQJQMQA16ChargNCwfPM0BuIAoUcc1ECULEGAY3y0wWgR0HzHBDzfAaehgKFHHNRAlAxADVp5CzHAXFTzwmiM38MUMgxFyUAFQNQmwbNcrwNQBifh9NQ9Q8CCrkqc9Huo3A0FwCVA1Cj+gMjw+XfUD5vEQqgcuZzEe5EK/Gk4+IAVAxAreoOi4X/6XF8zhMKoHLWcxnA/GbShFBHcwFQufYAjfPTD6CdoMv+0+P9/L1+KRRA5Sznco3n1NB/uJoLgMoBqF3hLxNS/sPj+dQJBVA5u7nsVD+PhDqaC4DKAahhoa8Skv+zE/1UBAVQObO56HieCHU0FwCVA1DLkgWNePJdIfT6X/Wyb0PWHK3FaC63+DwQarKYoABUrAagi9rtvmy57rQi5T96t/tsSbu0v5cK1X0/vr3Zjm+b+5o7A408AfV1Bvpl4oXQJWefyjaeM1A5k7kEnH72fXv7FWVmcQYqBqCWdWuJPyQW7d61bTyAyhnMJWT7PgLqaB8PoGIAalm/ltizimWXPzVBAVSu+FxmnnqXAO0JLbykoABUDEAtG9cSRWgmPi8FBVC50nOJ4HME1ImgACrWGqCxfroENIbQfH6eCwqgcuUBDebzAKgPQQFUDEAtm6wlUNCcfp49lQSgcmXnEnP6eQLUhaAAKgaglp2tJYDQXJc/BUEBVK7oXKL27xNAPQgKoGIAatn5Ws7feUf8j83s5+9P23gAlSs5l0g+J4A6EBRAxRoDNNpPz4AeCdWOjfx8ngQFULlyc4k9/TwDtL6gACoGoJZJa9ERLeLnQVAAlSs2lwQ/p4BWFxRAxQDUMmUtu7NO/61lAB0EBVC5UnNJ4PMc0NqCAqgYgFo2s5ZdWNkEBVC5QnNJ8vMc0MqCAqgYgFoWshYLRXfde1Qs+DbkztFaigGa4OcFoN8AqL/aAjTez/YAHXr69OlzoVyK7py912TtBZwqA2ian5eAVhUUQMUA1LLgtSh+Xiq6SND0b0P21g5o2gZeArTedw1AxQDUstC1zPp5pug6BF05oKl+XgFaU1AAFQNQywLXEuDnCdFEQD/zJOi6AU328xrQioICqFhTgCb42SKgoX4ez0OTAP0MQKXyA5rupwBovcugACoGoJaFAhrq5wJCP/vs934EXTOgC/yUAK0mKICKAahlQWuJ8jN5J98D6kXQFQO6xE8F0DrfNQAVA1DLQtYSsYE/IzQeUD+CrhfQRX6KgNYSFEDFANSygLWk+DkQGg+oG0FXC+gyP2VAK23iAVSsJUBT/GwN0EQ/4wXtAfUi6IoBXeKnAmgdQQFUDEAtu7mWZD+jt/EDoE4EXSugC/0EUP8BqGUBgKb6Gftc0gioD0FXCujCDfwMoBW+ZwAqBqCW3VrLEj8jCT0A6kLQdQK62E8N0CqCAqhYQ4Am+dkUoAs28CdCYwH1cDvoKgFd7qcKaA1BAVQMQC27CehCP3tCYwF1IOgaAc3gpw5ohcugACoGoJbNryWHn8HnoAAqlxHQxX7OAGovKICKAahls2tZvoGPEXQCaH1BVwhoDj/nATX+pgGoGIBaNreWTH6G3s90DmjtT3ys+9dPywRojg38LKDmp6AAKgagls0DmsfPQEGngFYXdHWA5vFzFlBrQQFUDEAtm1lLPj+fB23jzwCtLejaAM3k5y1ATb9nACoGoJbpa8m2gQ8V9BzQyoKuD9Asfs4DanwKCqBiAGqZupbMfgYIegFoXUFXBmguP28AaisogIoBqGXaWrL7eft+0EtAqz4VD6AA2mjtAJrmZyuA5vbzpqBXgNYUdF2AZvPzFqCmggKoGIBapqylhJ+3NvESoPU+8bHWX3zdckBzPYMEoC0EoJbJaymwgb8t6DWgFQVdE6AZ/QRQ/wGoZRqgJfy8IagAaL1N/IoAzennTUAtBQVQMQC1TFxLKT/nBZUArSboqgDN5yeA+q8ZQBP93DSgc4ICqNxCQLP6eRtQQ0EBVAxALZPWUtDPOUEVQCt9ZG6Vv1VsGaBZN/BhgFp9xwBUDEAtE9ZS6Bmkm4KKgNYSdEWA5vQzAFC7U1AAFQNQy67XUthPXVAZ0EqCrgXQzH6GAGomKICKtQJoqp/OAS3up3pDvQJoncugAAqgjQaglgmAlvZTE1QDtIqgKwE0t59BgFoJCqBiAGrZ5Vos/IwHtMInPpr/jWoLAM38DBKAthCAWnaxFoMN/HPtKqgKaA1BVwFofj/DADUSFEDFANSyK0AN/FQE1QGtIOgaAC3gZzCgFt8vABVrBNBkPz0DauSnLOgMoPaXQdcBaHY/AwG1OQUFUDEAtexsLTYb+FHQKEDNBV0BoCX8DAXURFAAFQNQyy4AtfJTEhRA5ZJvUwZQ/XeuOAC1rCKgl4LOAmot6BoALeBnMKAWggKoGIBaNl2LpZ+CoLcAtf3AMsu/bL7U5zhL+Amg/msD0HQ/3QJqeAVUFHQeUONT0NYBLbOBB9AGAlDLTmux9vPqMugNQG0FbR/QIn4CqP8A1LIpoMZ+Xgp6G1DLj4uw+6tulfbPs4yf4YAaCAqgYgBq2XEtFfyMBNRUUAAF0EYDUMsOa7HfwF8JehNQS0HbBrSYnxGAlhcUQMWaAHSBn14BreBnLKCGl0GbBrTUM0gA2kIAatm4ljp+nj8RHwConaCNA1rKzxhAiwsKoGIAatmwljob+Ofnp6BhgFq9Wa/NXxNS9D/Pgn4CqP8A1LIDoHX8PBM0BFCzU9CGAS24gY8DtLSgACrWAqBL/HQIaD0/p5v4IECtBG0X0KJ+xgJa9JsFoGIAalm3lmob+HNBAVQu7p9nWT/jAC18CgqgYgBq2QBoPT8ngoYBaiRow4AWonMoDtCyggKoGIBaVh/Q59GAmrxZr8HfEVjUP8/CfgKo/wDUsi+r+3kUNBBQm1PQRgEtvIGPBrSooAAq1gCgi/z0BmjVK6AjoLsYQE0EbRbQImyeAlD3AahlX9b383AKGgGowTv9FP8bgmsa0JKCAqgYgFr2pQM/R0GDAbU4BW0T0OJ+Aqj/ANQyF37GAmogKIDKAaj7ANQwDxv4rk7QKECLv1FF4T8/ovB/nuX9jAe0oKAAKuYf0GV+OgO0Np1DkYCWF7RFQIs/Bf8NgDYQgNr19OnvatM5FAto8U18m4AWEPMiAHUfgJr11BGguzhASwvaIKAWfgKo/wDUrP0G3gmgzwFULfCfp8UGPgXQcoICqBiAWtVdAPUC6F7QWEDLvlFFyT88rrB/njZ+Aqj/ANSop84A3UUBWvgUtDVAjfxMAbSYoAAqBqBG9c/AuwH0eSygZQVtD9DsVooBqPsA1ChngF58yHEIoCVfZ13uj44t5J+nlZ9JgJYSFEDFANSm4RZQV4A6ErQtQK028ADaQABqkztAfxcLaElBWwM0N5RaSYAWEhRAxdwDutBPJ4COr0HyBGiKoKmH0K0AVA5A3QegFj1dBaDlBG0KUDs/EwEtIyiAigGoRYcXwbsCNPp5pHKbeACVA1D3AahBxzcRaRzQYqegLQFq6GcqoEUEBVAxAC3f09UAWkrQhgC1ewr+GwBtIAAt3+ld7LwB6uUUtClAsxI5H4C6D0CLN3kXUF+A+jkFbQdQUz+TAS0hKICKAWjpnvoF1M1V0GYANd3AA2gDAWjppm9D7w9QH0/EtwKosZ/pgBYQFEDFALR0ngFNOgUtcX0t/x+Z2tw/T2s/AdR/AFq4s89BcgeoE0GbATQjjiGlA5pfUAAVA9DCrQ7QEpdB2wDU3E8A9R+Alu38gzj9AepD0CYANd/AA2gDAWjRnq4T0OwHZ+Y/b0FzgOaTMTAAdR+AluzCT4+AujgFBVA5AHUfgBbs0k+ngNYXtAVAK/i5BNDsggKoGIAW7NJPl4B62MQDqByAug9Ay3Xlp09AHWziGwC0hp+LAM0tKICKAWixrjbwKwI0s6D+Aa3wFPw3ANpAAFqsaz+dAlr/FLQFQHOhGNMiQDMLCqBiAFoqwc8VAZpXUPeA1vETQP0HoIUSNvArAzTj4ekd0Dob+KWA5hUUQMUAtFCSn2sCNOspqHNAa/kJoP4D0EK1BGh1QX0DWs1PAPUfgJZJ9HNtgGY7Pr0DmofD+BYCmlVQABUD0DK1BWjtU1DXgNbzE0D9twjQHz6/u7v7WH/ou4/2X/zqb5e/LWr6bQIq++kZ0KqCega03gZ+OaA5BQVQsSWA9j7e3f3678pDX90NfXzx+6Km3ySg4lPwzx0DWnkT7xvQHBSmBaDuWwDo/mTzNz2ZH8sPvRro/Orul386/41R028UUEUtAxkDuwC0rqAAKgeg7lsA6KvhRPO7j06b9LOHvhpl/apDdVrU9FsEVPNzdYDmEtQxoDX9XA5oRkEBVGwBoCOQP35x9wfpoR+/GM88X20NUG0D7xrQZEFTD6uzQyzHH5InAA0cTMzvXHHpgB6BfHncwwsPvd0koKpahVWMKBOgeQT1C2hVPzMAmk9QABVLB/SHz8et+8sjkMJDZ2eoPx+KW+Duy8Z6+vR3TbbbfZbQrsaNcGbtdrtv227d35/6ZQD01TWg05POl6en6TcB6NN2AUXQi9r3E0ALVxzQV1dPwq98C69v4H1v4WteBXW6ha95C2hfhi18tj08W3ix0oAKfq4b0Dk/nQNa71Ymt4BmAGxJGwX0+/d3Xe8dvn79bP/Vk7cPu5/+tf/6zYvup9/5OvoPLlDha6AvBT9XDaj+DHyvVjEPo8sGaA5BfQJa3c+NAnq/Gxu8HLjcf/U/xwceDj//JF6t7BV9Fv7HL4QXcq4d0Fm1SnEYnwRoNUFdAlp9A79RQB+Gc8/uNLQX8n74//cHUR/Gk897F4Iuug+0f3b9/D7Q6UP7/zd9meexqOkDaJkyArr8MqhTQDPwtawtArqH88nhBx2U+/37sJffw9kBuv96dPNh95M/RpqVv4KvRNL8XDOg836uFdDFggKoXA5AcwlqBejjgcX91r0D83jlcw/q2dfdL6h/ClrwtfAvFT8B1EOZAV12kHoE1IGfmwT01H1H5UTJy6/3D9R/ImnJXWKv7k5vvfTdR/3lz8lD/Rvb3V29X9PbNQN6w0/3gNYS1CGgDq6AZgI0k6DGgPZPHe3B3J93Hp6Nfxi/nnQ4Ga1XrvcDHQGdPPTqbnOAzj8F/3zFgC4U1B+gLvzcKKCPUx9XDWhiUdNvC9BbahWQMDEZ0CWCph5f//AJaBa7FrZFQA93LX0wbNmPzymdAK1/4XMSgObrpp9NAFpDUHeA+vAzE6B5BLUC9OF4B712DbT+hc9JAJqtmxv4FgCtcwrqDVAfG/hNAnoC8vJZ9/Hr++PNSy4sBdBcBfjZAqBVBPUHaB65lpYJ0CyCmgN6uu/z8j7Q8Rc8dvv82gFopkL8XDugyYepM0C9+LlFQDsnuz17/2RRf675cP1KpMPj9U9AATRXIX42AWiNU1BfgHrZwG8T0OPT7O/8eTzDvNdeC+/ATwDNVJCfKwc0XVBXgPrxMxugOQQ1fjOR6RPu8rsxOXgd51sAzVTQBr4RQCts4j0B6sjPjQKq5eGFR1cBaJbC/Fw7oMmC+gI0l1rLywZoBkFrAXo/Oe90dQfoEIBmaVWA2gsKoHIA2l/xHJ5rPz4d7yoAzVGgn+sHNPEyqCNAPfkJoG+HC6CdoI87By/cvA5Ac7QyQM0F9QOopyugOQFdLmi1a6DHl8Z79BNAcxTq5zYATThS3QDafQxnPrQWB6B99+OL4z0GoMsLfAr+eTuAWgvqCNBvAVSu/rPwLgPQ5QX7uQlAUzbxXgDd798BVAlAxQB0ceF+bgPQBEGdALoDUD0AFQPQpYVv4JsC1PQU1Aeg/RNIawV0saAAKgagC4vxsx1AF+7hY49VF4AOT8ADqBKAigHosqL8bAhQW0GdANqbtVZAl+9i4EAAACAASURBVAoKoGIAuqwoP7cCaLSgHgAdbwAFUCUAFQPQRcX52RKgpoI6AHQHoPMBqBiALiluA78hQCMFdQHoaNZqAV0oKICKAeiSIv1sCtDFgsYcYnFHZIGOr+AEUCUAFQPQJQFoHkGrA7oD0FsBqBiALijWz7YANTwFrQ3o5C1EVgzoMkGtAP1fu/DK+BQVgC4IQDMJWh/Qk1kAKmcFaISfABqQY0Cj/WwMULvnkSoDOn0LOwBVsgP0/w8MQEPyC2jsU/DPGwTUSNC6gO62AugiQQFUDEBTS/CzNUCXb+IDD9iqgJ6/hzKAKgGomLyG798v+fbPUdP3CmiKn80BaiVoTUAv3oN+1YAuERRAxVRAC76FftT0/QKaolbC7ymUCaChglYE9PIzPABUCUDFtDU8FPwYkqjpOwU0yc/2ADUStB6gV5+BBKBKACo2s4bR0PwfZh81fZ+AJm3gtwhomKA1Ab00a9WALhAUQMXm11DG0KjpewU0Ta2k31UkK0CDBK0G6PVncAKoEoCK3VxD97HMmffyUdN3CWiin00CmkHQ24dY6rG5tM0Bmi4ogIrdWMPwbFLm09Co6XsENHED3yKgGU5BAwStBajwIfAAqgSgYnNrOHyi/XsDpE9y/Z1R0/cJaKpaib+vQKGAmmziKwF69QzSNwCqBqBi6hoeTnqOX2fbxUdN3yGgyX5uFNDbgtYBVPJz9YAmCwqgYnP3gZ70fNsBmm0PHzV9AC1TMKAWglYBVPQTQLUAVGwG0PfEn8pQ1PT9AZru52YBvSVoDUBlPwFUC0DFNECL6fm2dUCTn0F63iigBoJWAFTxE0C1/AP6+tlkk/y42/3kj+OP37zY7T6Y+zsfuud37pNOGXkzkdgW+LlhQOcFtQdU8xNAtdwDumfyHNAjiN2tmHOAPu5yA/r9+5NnjDJe/RyKmr43QJf42Sig5QU1B1T1E0C13AP6sLsE9MnpZ2oCep/7FfFR03cG6JIN/LYBnRO0AqCqWWsHNFVQ74B2p5lngP7Tv41uvXnxk3+xA3Ry6/wxAD20zM9WAc0mqHqIpR6biel+AqiWc0D3G/h/P78G+s6fRzVfP/vnF8MPu4uho7L3uw8ehy/6B/eE7gG9QDhouVePPFwDmu0W+qGo6bsCdKGfGwdUF9QYUH0DvwVAEwV1Duj97snFk0jv/NezAa6H3X8MgB5eGfRB/+t/MZ4cngD912fxL7m8BvT6FDT3+zFFTd8ZoAvVWvbbcxYFaOlNvC2gc34CqJZvQPdefn0J6H+/6LfOb1789C89oPvzy2Gr3j09f9+fFz72mh628J10+180+4T91XLFR8+ugWYvavoAWqYagKqCmgI66yeAarkG9Pv39yheAvr1Q2/h62dP3vSAPoxb6fvu/98P54X9hc8DoKdHIpYrPgqgYkv93DygnaDS0WsJ6LyfWwA0TVDXgPbqXQE6wLhntAf0zXghtP+pQdER1QOgp0cilhv3X5elqOkDaJniAC0sqCGgN/wEUC3PgA53Wl4B2p8H7nfwf+3t7M9Su/qHxxPNM0BPj0Qs9+Lr4ePkLq6D8ix832I/AfT38jbeDtBbfgKolmNAXz/rabwCtHuqvdvBvx0BHR0D0JjyAbr0KfjnLQNaVlAzQG/6uQlAkwR1DOiDQFUPaCfjw2H3zhloUtkAzeBn24AWFNQK0Nt+AqhWi4DuqfzLi34bL1wDLQOoRVHT9wJoDj9bBjTjKei1oHaA3jYLQOUcAzp2vYXfo/jv3c2g4rPwAGoMaA61MvwZmYoGtKSgRoAG+LkNQFMEbRLQx90vOjrfSPeBTgEdsAXQcoBm8RNAFUFtAA3YwAOoWpOADlckD7v381cinbgcXsFZBNDH3Y130kspavo+AM2ygW8c0NyCTo5hC0B3QX5uBNAEQZsEdLy58430WvgJlw8FAH0cXuPUlfvNlaOm7wLQTH4CqCKoAaCBfgKoln9Aq6St4b5zc3iZ/emdnTMVNX0PgObys3FA8wo63caXBzSQTwBVA1AxZQ3D25G+ftbfzr/5d2PK5Wf7gOYWdDyMiwMa7OdWAI0XFEDFlDXc74bn/Yd9/NbfkR5Ax/ICehLUANBgswBUDkDF5DWMF12H96J//WzjN9Jn87N5QHMLetjGFwY0/PwTQNUAVEx7N6buuue4ed86oNmugAKoJmhZQEOfPxrM2gig0YICqNgcoI/DE/AbBzSjn+0DWkTQXVlAY/gEUDUAFZvbwj8Mz7/fb/saaEY/AVQRNPGDIgP/AcX4CaBaACqmPonUP/3eyfmQ/UbQqOnXBjSnnwBqT2ikn9sBNFZQABWbuY2pv4W+e1+mLd8HmnMDvwZAiwiqvVH98qIuf/YBqBKAiilrGG6hH94IKvtrOaOmXx3QrGrl/MOW5QrQz+Y+NH5B8X4CqJYdoOFlhikldQ3344tG7/N/OlLU9OsCmtfPNQBaRNDPZj6xc0nRfAKoGoCK8W5M834C6GWZX450ALTANj7+9PMbAFWzArSxANTQz1UAWuIUtAN0eC4po6EJ+/dvtgRopKBmgHIGequo6VcENLuf6wC0gKCfDf8vK6FJfAKoGlt4sblroMc2eiN9dj9XA2huQT87/igXoWmnn98AqJodoP93YJ4BPf9UOQDN1DoAzX8K+tnkx1kITfZzS4DGCQqgYsoaHnYAmt/PtQCaXdDPzr5aTmgynwCqBqBi6ks583+Sx7Go6VcDNP8VUAANA3TxxdAFfgKoFoCKaW8mkv1zPCZFTb8WoCX8XA2guQW9BHQRoenb964tARolKICKzb0bU6mipl8P0FxUTQLQUECPhkYjusxPANUCUDH1zUTK7eCbALSIn+sBNLOgIqBHQqMMXcbnxgCNERRAxdQ3E8n8FnbToqZfB9AiG3gAjQQ0HtGFp5/fAOgMg1HH7dnvjGkdgL59yP3U+6So6VcBtJCfKwI0r6AzgMYYulvuJ4DqDEYdt2e/M6ZVAHp+G+jmbmMq5SeAJgE6RXTuiM/A59YAjRAUQMUAVAQ0D1JXrQrQjILeBvTMUPGoz8IngM4wGHXcnv3OmAD0ZlHTrwBoMT/XBGjWU9AgQGcZzbF77wNQlcGo4/bsd8a0CkDLFjV9e0CLbeDXBWhOQSMAlRXNxefmAA0XFEDFAFQANAdQYisDNJugsYBeM5qJTwCdYTCezsPvjAlAbxY1fXNAC/q5LkAznoKmAVpEUQBVGYyn8/A7Y0oG9Pv3nxx/tDv/JMzHyQe73XyZ+kP3x9yHvhRzBtD7/m+9z/+azqjpA2iZMgCaT9AFgP7+9z/b90k2RrcGaLCg7gG9342Avn7W/zOY3Mn+OAG1+9k5QB93eQDt34/pJ3/ce539htCo6VsDWtLP9QGaSdAFgPZ8juUwFEBVBhPsHH9nTKmA7s/3BkD3559PeidPBHaAHk5PO9gMAB3ez+4nf+zOhnO/KClq+saAFnwG6fnqAM12CpoM6M+mfmZhFEBVBhPsHH9nTGmA9medg5HjqyhfPzud+T3u/unfxq/evPjJvxgAul/PT//av6VIJ2jm18VHTd8W0LJ+rg7QXIImAirxudTQzQEaKqhrQPfne08eR0BH+/Z756Nbe1P/PH71+tk/jz/Rf3T7cHJ4v/vgcfhi+Dz3J90f0pl8+9xRfTOR/W8d3pNp/0c+kX9RalHTNwW0sJ9rBDSLoCmA/kzl85zRSE4AVGUwBc/hd8aUBuheqhHQ/SnmH4fHTieRe0D/69mT8dH/GAB9HP8ntvvx/e4X4w3vJ0D/9dnFhVRlueKjg97jm9o9budG+sJ+rg/QTKeg8YDe5nN6KhrBCYCqDKbgOfzOmJKfRBoB/f79kauH04nfHtD/ftE//ObFT//S47Y/vxy26p1xw/XTx17Twxa+s3P/i27tvufeD3QEdHoxIUtR07cEtLSfKwQ0j6CxgIbpebabD+Vke4AGCtocoI9ngH790Fv4+tmT4ezw4bjhfzJuuMfN/wHQ0yPzyxUf3SagpTfwAJoH0Ag+4/fyAKoymKTnP7wAOny5Z7QH9HiFtH/KabwD6mE4Dx0APT0yv1zx0bMt/EPup+Gjpm8HaHk/1whoFkGjAI3l82RoiCYAqjKYpOc/vADaP77fwf+1x+34mRv9w+OJ5hmgp0fmlys/fN9d9xz+kvFiQcaipm8GqIGfALoU0MBLnwtOQwFUZTBJz384uQb6df8pG/sd/NsR0PFXFQJ0r2Z3D+ge0IfJq6AyFTV9Q0AziTLTOgFdLmggoD9b4GcooQCqMpik5z+sAVWehf+6//mHw+699Bno2QfD534xZ9T0AbRM2QDNcQoaBOgiPKeGzpu1PUDDBG0F0MPnuV3cB9rdlfnTv7zot/HCNdDsgE4Ezf5i+KjpWwFq4ec6Ac0g6G1Al517RhAKoCqDaXyaAyq+Eql76H73793NoOKz8PkB7W+FCrmTNL6o6RsBanEFdL2ALhX0FqDZ+LxNKICqDKbxaQ6o+Fr4jrHH3S86Ot9I94FOAR2wXQ5osaKmbwOojZ8rBXT5KegcoAsvfGqEqmZtENAgQZsB9PAao7N3Y+q+2MvanZS+kV6JdOJyeAUngMYCmo+TmVYK6GJBZwDNz+c8oQCqMpjopzmg0vuBjrfFd7/ijfRa+AmXDwAaDaiRnysGdJmgCqBl8DwKKhIKoCqDiX5u6x3pLz5Obje+xj7r3xk1fQtAjTbw6wV0qaAioAX27peESmZtEdAQQQFUDED/0+4EdL2ALhT0GtCyeB4JFcwCUACNCEAN/VwxoMsug54D+rPC555TQa8IBVAAjWnmRvrhKuzj6m+kN9vArxrQRYKeAP2ZmZ6KoNsENEBQABVT1jB5D9DpHf0V2u2+LNvez9/R8na7z5Z2wPNTuzpCv6VvXWDUtwpAz9B8XPW7MRmef677DHTJKehnhvv2GyehnIFyBhrT3PuBjq37/UAt/QRQpVp6HgidmrVNQG8LCqBiGqBnZ6AAmqmVA5okaFU8D4KeCAVQAI1J3cIft+17TFe8hTf1c92ApghaX89LQbcK6E1BAVRMWcPp0+dvfQ59Qo4ANb0CunZAIwWd4PlpXUCn23gArQ5oeHldSkpZw/DpnmOZ35DeEaDGfq4d0PDLoBd3K1UH9CQogAJoTNoaJoLm9tMVoAUUmWntgIYI+rOfXe/b6wN6FHSzgN4S1ArQxtIRHwnNzqcjQK393AKgs4JKeHY5APQgKIACaExbfjcm6w38BgCdOwWdecLIA6DjU0kAWhnQ/7WOLXzJnABq7+cGABUF1U48j7kAdBB0u4DeEJRroGLbBbSCn9sAdCfbOXevkg9Ae0IBtDqg/29gAFoZ0DKCzLUBQCeChtA55AXQXlBTtOYDUAAVAlAHFQO038SH29nnBlD5PUKrZYz5rKAAKrZZQGv4uQlA3313t4t9fZEfQH0JCqAAKgSgDsoP6LuHOkDj1HIE6KeeBAVQABXyAGgVP8sD+u7tDkvJtpbLv+DDPUGxahWxMKlPPQkKoAAq5ADQGk/BPy8JaICcc5xm+Rs/PBQtqCtAHe3iARRAheoDWsnPIoAqiGktAlX+Pdd/SaygvgD1IyiAAqhQdUBr+Zkf0Ag5L/rtbwM4nW3uT28bUDeCWt9SNScogIptFNDckAWWFdBUOqeAXrYEzQWCegPUi6AACqBCtQGt5mdGQJfpqQKarbhNvDtAnQhqflP/jKAAKrZBQKtt4PMBuhDPrsKAxgnqD1AfggIogApVBzQTY/HlAHTpqedYaUCjNvEOAf0EQAE0oO0BWtHPDIBm4tMA0BhBPQLqQVD71+XrgroH9Pv3+/cunrwV/PHDMB93u+PHDHc/P/sZRQ/dH3O/ey9wuRH/abmqCmjFDXwGQPPg2WUBaLCgTgGtLiiARgB6v5sD9Aji62fzgD7uAHQe0BwSJrYQ0Hx8WgAacQrqElAHggJoOKD3F5+e8frZ8aSzB/Twk7c+JRNAZwGt6ucSQLPt3ccMAA0X1Ceg9QWt8NZ6qqC+Ae3OK88A3Z+Ingh83P3Tv42no29e/ORfAHRzgObm0wrQQEGdAlpdUAANBHR/Wvnk8QzQh907Xx+/eNy98+dRzdfP/vnF8MN+rz/8ovvdB4/DF8MFgCcdoJ3Jkz9DW27cf12WKgJa189kQDPj2WUBaLCgXgGtLSiAhgK6366fAfr9+9PTzD2g//Vs+NmH3X8MgD6OF0q7H9/vfjFeND0B+q/dOe1tQbcFaNVnkJ6nAlqATyNAQwV1C2hlQWu8O74mqGtAu84AfTg7Hd0D+t8v+j38mxc//UsP6P78ctiqd1dKh+unj72mhy18Z+f+F80+Yf92e4BmFjGyFEBz793HbAANFNQvoHVvZgLQREDPT0A7QL9+6B95/ezJmx7Qg7D9c/f3w5lmf+HzAOjpkfnlxv3XZakaoLX9TAG0DJ9mgIYJ6hjQqoICaCKgj+d77+7L4af3jPaAvhkvhA6/crwD6mE4Dx0APT0yv9y4/7os1QK09gY+BdBCfNoBGvRUvG9A6wla5QPuFEFbAvTI4/Gn3vn6+/f3e/j9Dv6v/U9+//54k1P/8HiieQbo6ZH55cb912WpHqAFTIwqFtBSp58fGgIaIqhnQGsKCqBpgL5+dryHfvyp/jTzg24H/3YEdPwVABoMaH0/YwEt6CeAKl0DWlFQAE0D9PHCvR7Q7sGHw+6dM9BoQOtv4CMBLcmnJaABgvoGtN5l0DqfUS8L2hKgl8/99IDuqfzLi34bL1wDBdBbgHrwMwbQQk++HzMF9JagzgGtJiiAJgH65sXpVZzjT3XPKd3v/r27GVR8Fh5AbwDqws8IQAvzaQrobUH9A1pH0DqAyoI2BOjxAufppzpAH3e/6Oh8I90HOgV0wBZALwAt6GJwwYCW5tMW0JuCege0lqAAmgTo62cXLyAaUPz+/f79md5Ir0Q6cTm8ghNAWwa0+Onnh8aA3hLUPaCVBAXQJEAfL1+B+Xi4Lb77FW+k18JPuHwA0GtAffgZCKiFn8aA3hDUP6B1BK0EqCioe0DrBKCWhQJqIJoxoPOCNgBolSeSABRAhewBdeJnEKAWp58f2gM6K2gLgNYQFEABVMgcUB9PwT8PAtRk//5hBUDnBG0EUHNBARRAhSoAWt7GoG4DasRnDUBnbqhvAtAKp6AACqBC1oC68fMmoFannx9WAVQXtA1A7QUFUAAVMgbUzQb+JqCGfgKo0jygxoLWAlQSFEDFNgGojY4B3QTUDrM6gCqCNgKouaAACqBCtoA68nMeUMPTzw/rAKoK2gqg1oJWA1QQFEDFVg+oow38PKCW+/cPKwGqCdoMoMaXQQEUQIUsAXXl5xygtnzWAlQRtB1AbQXdJqDhlfEpqpUDuvcz+bPYC6SvxdrPWoDKgjYFqKGg9QC9FhRAxVYP6O+aANTcz2qAioI2BKipoFsEtLEA1DJlLcaXP/uqASoJ2hKglpt4AHXfugF9+vR5A4DW8LMioIKgTQFqKGhFQK8EBVAxALVMA7SCYhUBvb6hHkDlANR9qwa0ewbeP6BV/KwK6JWgrQFqJSiAum/NgD5tAtAa+/cPqwN6LmhbgNoJWhPQS0EBVGzdgD73D2glP+sCeiloY4CaCQqg7lsxoMMt9M4BreVnZUAvBG0NUKvLoFUBvRAUQMXWC+jTFgCt5mdtQM8FbQ5QI0EB1H1rBnQwyzOg9fysDuiZoC0CaiEogLpvtYAeXgPvGdCKftYHdCpoe4DanILWBfRcUAAVWyugTxsAtKafDgCdCNogoCaCAqj71gvowSy3gFb10wOgJ0HbBLS8oADqvpUCenoTO8+A1sTLA6AftgyohaAA6r51Avq0AUDr+ukD0IOgTQJqsIkHUPetFdCTWU4BrbuBB1CtCEDLCwqg7gNQy05rqe2nG0B7QQFUrjKgZ4ICqNgqAZ1+jIdPQKv76QTQUdBmAS0sKIC6D0AtO6ylvp9eAB0EbRTQ4qegtQGdCgqgYmsE9Oxz5DwC6sBPN4D2grYKaGlBAdR9KwT0qXdAPfjpB9BO0IYBLSoogLpvlYCemeUOUBd+OgJU+7D4OsUBWljQ6oBOBAVQsfUBevFB8O4A9eGnJ0BdCRoJaFlBAdR9qwP0qX9Aa3vV5wlQT4LGAlr0MiiAum+FgF6Y5QxQJ376AvS3DQNaUtD6gJ4EBVCxtQF66SeAKvkC9PqDOmuVAmgxQQHUfSsD9HID7w5QL376A9SJoPGAFjwFBVD3rQ7QK7NcAerkGaQP3QHqRtAEQMsJ6gDQo6AAKrYuQK/99AWoHz/dAepFUAC9CEBnWxWg1xt4X4A68tMfoE4ETQG0mKAeAD0ICqBiKwP0Gi1HgHry0yGgPgQF0MsAdC4ANWvvpyO0HALq4qn4REDLCAqg7lsToJKffgDtzj8doeURUA+CJgFaSlAXgI6CAqgYgBrV798doQWgcmmAFhIUQN23IkBFPx0B+iGAah3XUl/QREDLXAb1AeggKICKrQdQ6Sn45wCq5RXQ2oKmAlpEUAB135oAFeFyAujwBLwjtHwCWl/QBYDmFxRA3bcaQBU/nQD6LoDONVlLbUGTAS1xCuoE0F5QABUDUIsOd4A6QssroLUFTQe0gKAA6r61AKr56QXQaygq5xbQyoIuAjS3oADqPgA16PgKJEdo+QW0rqALAM1/Cgqg7lsJoKqfHgB9F0BvdLGWmoIuATS7oADqvnUAqtzC1FUf0MlL4B2h5RnQmreDAqgQgKqtBVCVr+qATt9CxBFargGtKOgiQHML6gXQTlAAFQPQ0k3fgskRWgAqB6BSAKq1CkBn/KwO6Nlb2DlCyzeg9QRdCmhWQd0AuhcUQMUAtHAAGpAEaCVBlwGa+RQUQN23BkDn/KwN6Pl7KDtCyzmg1QRdCGheQQHUfSsAdOYp+Oe1AX0XQEOS1lJJ0OWAZhTUD6CdoAAqtApA5wirCujlh3g4Qss9oJUEXQpoVkEB1H3tAzrvZ1VArz4EyRFa/gGtI+hiQHMK6gjQ0wfEA+i05gGd38DXBjQIiio1AGiVp+KXA5rxMiiAum8FgM4jVhHQ6w/hdIRWC4DWEDQDoPkEBVD3tQ7oLT8rAip8irEjtBoB1FxQAFX6NlnQCsTY1TigtzbwFQGVPgXeEVpNAFpB0ByAZhMUQN3XPKC3HKsFqOQngCrpawFQLwGoWNuA3vazIqBRUJjXCKDmgmYCNI+grgBNFrQCMXYBaKEANKK1AZrrFBRA3bcI0B8+v7u7+3j2oR8+/83Vb8sGaICftQAV/QRQpVlAbQXNA2gmQQHUfUsA/e6ju65f/33moa/uADQICutaAdRa0GyA5hDUF6CpdzItIMZ/CwDdn2z+pifzY/2hr+62CajsJ4Aqza7FVtBMgOY5BQVQ9y0A9NVwovndR7/6m/JQfz5aDtAQP+sAKj4FfwsK29oB1FbQXIBmEdQZoImCphPTQAsA/Wo4z/zxi7s/yA+93Ov5aouAan4CqNKNtVgKmhHQ5YICqPvSAf3xi1/+qf/By+OG/eKhl/uvCgIa5GcNQFU/AVTp1lpaBDTHKSiAui8d0B8+H7fuL49GCg+dAfrzobgF7r6Ue/r06e989u67v6W87Xafttdu9+3a2tW47dF1GQB9dQ3oKxNAa0OphJ/527Uo6G59ggLoZaaAjmXZwodt4Cts4fUNPFt4rdtrMbsMmm8Ln2ET720Ln7aHTyamhVoF9Pa7iIxZAzrnJ4AqBaylRUAXCwqg7jO9BjqWB9BA0IwBnfUTQJVC1mIkKIAqAahYyWfhuwoBGuynPaBLoTAKQOWyArpUUHeAJgmaTEwLLboPtL//8/w+0MuHygAavIEHUK0GATURFECVAFSs6CuR3pYDNFg0W0Dn/QRQpaC12AiaG9BFgvoDNEXQdGIaqPBr4csAGuEngCq1B6iNoHkBXSgogLpvyX1dr+5Ob7303Uf95c/pQ+Ov2RKgN/wEUKXAtTQI6DJBAdR9ud4PdAT06v1ASwAa46cpoPNPwYdDYVGLgFoImhvQRZdBHQKaIOgSYtzX4jvSewX0pp8AqhQOaHFBswO6RFAAdR+AZuu2nwCqFLyW8oKWADRZUI+AxgtagRi7GgQ0yk9TQPNBUb42AS0vaH5AF5yCAqj7ADRXAX4CqFLEWhoENF1QAHVfe4DG+WkGaMAGHkC1YtZSWNAygCYK6hLQaEErEGNXc4BGvAipzw7QzFAUDkDlSgCafAoKoO5rENA42IwADfITQJWi1lJW0CKApgrqE9BYQSsQY1drgMb6aQRo0AYeQLUiAS0pKIAqAagYgGYpzE8AVYpbS4OAJgoKoO5rDNBoPwFUqWFAiwoKoEoAKgagOQr0E0CVogEtJ2gxQFMEBVD3tQVovJ8mgAZeAQVQrdi1FBS0EKBpp6AA6r6mAI29hanLANBgPwFUKXot5QQtBWiSoADqvsYAjdfNBNBiUJSrbUDLXQYtCGi8oADqvpYATfHTANBwPwFUKWEtpQQtBmjKKSiAuq8hQFM28AaAhm/gAVQrCdAygpYDNEFQAHVfU4Cm+GYAaFEoStU6oKUELQporKAA6j4AXViMnwCqlLSW5gCNFxRA3dcOoGl+lgY0ZgMPoFppaykiaElAowUFUPcB6KLi/ARQpa0AGnsZFEDd1wygiX6WBTTSTwBVSgW0gKBlAY0UFEDdB6BLivQTQJUS1wKghgGoWCuApvoJoEprALSEoIUBjRMUQN0HoAuK9RNAldIBzS4ogCoBqFgjgCb7CaBKqwC0gKDlAY0QFEDd1wagaS9C6isIaLSfAKqUvpbsgpYGNOoUFEDd1wqgycqVAzT2KfhFUGRvJYBmvwxaHNAYQQHUfU0AusDPooBaQpG7tQCaW1ALQIMFBVD3tQDogg18QUAT/ARQpU0BGnEKCqDuawPQBc6VAjRhAw+gWovWkldQA0DDBQVQ9zUA6CI/ngbaIQAAGEpJREFUSwGa5CeAKm0O0EBBAdR9AJpUmp8AqrQQ0JyCWgAaLCiAuq8FQBdRVwpQeyjyth5A8wpqAmiooADqPgBNKdFPAFVauJacgtoAGngZFEDdB6AJJW7gAVRr6VraAzRMUAB1XwOALsOuDKCVoMjYqgDNKCiAKgGoGIAmBKCZywBoLkGtAA0SFEDdB6DxJfsJoErL1wKgpQNQMQCND0Bzl2EtuQQ1BPS2oADqPgCNLt1PAFXKAmgeQc0ADTkFBVD3AWhsyU/B54EiV2sDNNcpqB2gAYICqPsANLIlfgKoUpa15BHUFNBbggKo+wA0rkV+AqjSNgG9LSiAug9A41rkJ4Aq5VlLFkEtAb0pKIC6D0CjWuYngCrlAjSDoKaA3roMCqDuA9CYlm3gAVQr01raA/SGoADqPgCNaaGfAKqUay0ZBAVQJQAVA9CYALRM+QBdLKgxoPOCAqj7ADSipX4CqFK2tQBosQBUDEDDW3oFFEC18q1lsaD2gM4ICqDuA9DglvsJoEo5AV0oqDWgs4ICqPsANLjlfgKoUsa1LBXUHNA5QQHUfQAaWgY/AVQp51oWCmoP6MxlUAB1H4AG+wmgxcq6luYA1QUFUPcBaDCgGY5tR2itF9BlgtYBVBEUQN0HoIZ+AqjSxgFVBQVQ9wFooJ8AWrDMa1kiaBVANUEB1H0AaugngCptHlDlMiiAug9ADf0EUKXsgKYLWglQWVAAdR+ABgGa6ch2hNaaAV1yCgqgSgAqBqAAWr/sa0kXtBagoqAA6j4ANfQTQJUKAJoqKIAqAagYgAJo/fKvJVnQioBeCwqg7gNQQz8BVKnAWlIFrQaoJCiAug9Ab/sJoKUrsZbmABUEBVD3AaihnwCqVGQtaYJWBPT6MiiAug9ADf0EUKVCgKYIWhPQK0EB1H0AegvQnMe0I7TWD2jaKWhlQM8FBVD3AaihnwCqVGgtKYJWBfRSUAB1H4DO+wmgFgHooXNBAdR9ADoPaN4j2hFaWwA0RdDKgH4CoG0FoIZ+AqhSOUCjBa0N6JmgAOo+AJ3zE0BtKrYWAM0WgIoB6ByguY9nR2htA9B4QasDOhUUQN0HoIZ+AqhSSUAjBfUA6FFQAHUfgAJo/QqupT1AJ4ICqPsA1NBPAFUquZZIQR0AehIUQN0HoKqfAGpWWUCjBPUA6CcA2kwAaugngCoVXUuDgB4EBVD3AaihnwCqVHYtUYJ6AbQXFEDdB6AKoEUOZUdobQrQCEF9ADoKCqDuA1BDPwFUqfBaYgR1AuggKIC6D0BFPwHUtNJraRDQTwC0iQDU0E8AVSq+lnBB3QDaCQqg7gNQQz8BVAlAhQC0hQBUALTYcewIra0BGiqoH0D3ggKo+wAUQOtXfi1tAnr9SfH1AlAxADX0E0CVDNYSKqgjQH0JCqBiAHrlJ4CaZwJomKCeAHUlKICKAaihnwCqZLGWQEFdAfopgHoPQC8BLXkQO0Jrc4AGCuoL0KtPiq8XgIoBqKGfAKpks5Y2AfUiKICKAei5nwBaI6O1hAjqDFA/ggKoGIAa+gmgSgAq163Fi6AAKgaghn4CqJLVWgIEdQeoF0EBVAxAp4CWPoAdoQWgilnuAHXyRBKAigGooZ8AqmQH6E1BHQLqQ1AAFQPQk58AWiuztdwW1CegDgQFUDEAPQFa/vh1hNY2Ab0tqEdAXQgKoGIAaugngCoZrqVJQD0ICqBiAHrwE0DrZbmWG4L6BNTBZVAAFQNQQz8BVMkW0FlBnQJaX1AAFQPQEVCTg9cRWpsF9MYpqF9AKwsKoGIAaugngCrZrmVWUK+AVhcUQMUA9LnZBh5AtawBnRHULaC1BQVQMQA19BNAlYzXMieoX0ArCwqgYgBq6CeAKlmvpU1A6z6RBKBiNQCNarf7Xdn2fv6WNtZu92mL7XbfemjnXg27Nn8Ganj+yRmolvla9FNQz2egVTfxnIGKAaihnwCqVAFQTVDXgNYUFEDFABRA62e/FlVQ34BWFBRAxbYOqKmfAKpUYS2aoM4BrScogIptHFDTK6AAqlVjLY0CWk1QABXbNqDGfgKoUpW1yIK6B7SWoAAqtmlArf0EUKVKgEqC+ge00u2gACq2ZUDN/QRQpTprEQVtANA6ggKo2IYBtfcTQJUqrUUStA1AKwgKoGLbBbSCnwCqVGstjQJaRVAAFdsyoPYHrCO0ALTrWtAmAK0hKICKAahljtAC0K5WAa0gKICKbRbQGn4CqFK9tVwJ2gig9oICqNhWAa1xBRRAtWoCeiFoK4CaCwqgYhsFtI6fAKpUcS3NAmotKICKbRPQSn4CqFLNtVwI2g6gxoICqNgmAa3lJ4Aq1QX0TNCGALW9oR5AxbYIaDU/AVSp6lrOBW0JUFNBAVRsg4DW8xNAlequ5UzQxgC1ExRAxbYHaEU/AVSp8lqaBdRSUAAV2xygNf2sDcU0AJ00EbQtQA0FBVCxDQJa8UCtDcUkAJ002cQ3BqidoAAqtjVAq/pZHYpJADrtJGhrgHaCmhAKoGIbA7TqBt4BFKcA9Kx2AbUSFEDFtgVoZT8dQHEMQM87CNoeoEbbeAAV2xSgtf30AMUhAD3vsIlvEVCT+0EBVGxLgFb30wMUhwD0opYBtRAUQMU2BGh9P11AMQaglw2CtgpocUEBVGw7gDrw0wcUQwB62bCJbxNQA0EBVGwzgHrw0wcUQwB6VS9oo4CWFxRAxbYCqAs/nUDRB6DXdYK2CmhxQQFUbDuA1j46u5xA0QWgQnuEmgW09P2gACq2EUB9+OkGig8BVK4TtJSGCcWtpaygACq2DUB9bOAdQQGgSlefkVS1WMxLCgqgYpsA1IufjqAAUKWmAS15PyiAim0BUDd+eoICQOV+60nQ+MsJ5QQFULH1A/quHz9dQeFoLa7m0jqgpQgFULHVA+rJT1dQOFqLq7l4ugqa8IRWMUEBVGztgHri0xcUjtbiay6OBE26I6CQoAAqtnJA9346Ojh9QVF7BZMcrWU/Fz+Cpt1SVUZQABVbPaBAIcdc5Lq5uBE08Z7UIoICqNi6Ad3v34FCjrnI9XPxImjqTf0lLoQCqNiqAX0XQNWYi9wwFyeCJr8qCkCtWjGgw/PvQCHHXOTGufgQdMHLSrMLCqBi6wV0vH8JKOSYi9xhLi4EXQRoZkIBVGy1gB7uXwIKOeYid5xL44BmFxRAxdYK6PH+T6CQYy5yp7k4EHTZO0PlFRRAxVYK6On+eaCQYy5yU0CrC7rwrfWyCgqgYusEdPL6I6CQYy5yk7nUF3Tpe5PmFBRAxVYJ6PT1m0Ahx1zkpnOpLujiN3fOeCEUQMXWCOjZ69+BQo65yJ3Npbagy98dH0ALt0JAz98/BCjkmIvc+VwqC5rj40VyCQqgYusD9OL9l4BCjrnIXcylrqB5AM1DKICKrQ3Qq7f/BAo55iJ3OZfmAc0lKICKrQzQ67dPBgo55iJ3NZeagmb6hNAsggKo2LoAFd4+GSjkmIucAGg9QXN9xHKOk1AAFVsVoNLbzwOFHHORu55LRUGzfUZ9BkEBVGxNgIof3wEUcsxFTphLPUGzAZphGw+gYisCVP74I6CQYy5y0lyqCZoR0MWCAqjYagDVPn0TKOSYi5w4l1qC5gR06TYeQMVWAui76qcXA4Ucc5GT51JJ0KyALhQUQMXWAejMh78DhRxzkVPmUkfQvIAu28YDqNhaAI09IOrkaC3MRU6bSxVBcwO65CQUQMXWAKh++jlzQFTJ0VqYi5w6lxqCZgd0gaAAKrYCQGf273MHRI0crYW5yOlzqSBofkDTt/EAKtY+oLN8AoUWc5GbmYu9oCUATRUUQMVaB3T+9HP+gLDP0VqYi9zcXMwFLQJo4jYeQMXaBlS/eynogDDP0VqYi9zsXKwFLQNoL2g0oQAq1jSgt/kECi3mIjc/l50toYUATSIUQMVaBjSAT6DQYi5yN+ZiK2gxQBOuhAKoWMOABvkJFErMRe7mXCwFLQho9Gd9AKhYs4CGbN+DDgjLHK2Fucjdnst6AI0iFEDFGgU04Nmj4APCMEdrYS5yAXOxE7QooJEXQgFUrElAw/kECi3mIhcEqBWhZQGNIxRAxVoENIJPoNBiLnIhczETtDSgMYQCqFh7gEbxCRRazEUubC5GgpYHNPzpeAAVaw7QSD+BQom5yAXOxeYk1ALQ0KfjAVSsNUAj+QQKLeYiFzoXE0GtAA0hFEDF2gI09vQz4oAwydFamItc+FwMBLUBNOxCKICKtQRozJPvCQeEQY7WwlzkIuZSXlAjQIMIBVCxhgBN4RMotJiLXMxcim/jzQANIBRAxZoBNI1PoNBiLnJRcyktqCGgNy+FAqhYI4Am7d7jD4jSOVoLc5GLnEtZQU0BvUEogIo1AWg6n0ChxVzkYudS9CTUGNDZfTyAijUA6BI+gUKLuchFz2VXkFBrQOcIBVCxNgC1PCBK5mgtzEUuYS5rAlQnFEDFWgDU+oAol6O1MBe5pLmUErQGoNqlUAAVawDQCgdEqRythbnIJQJahtA6gMqEAqgYgFrmaC3MRS5tLoUuhNYCVNrHA6gYgFrmaC3MRS51LkUIrQaoQCiAigGoZY7Wwlzk0udSgNCKgI6E7gB0PgC1zNFamIvckrlkF7QqoBeEAqgYgFrmaC3MRW7ZXDITWhnQT6Y7eQAVA1DLHK2FucgtnEvefXx9QE+EAqgYgFrmaC3MRW7xXHIS6gHQw04eQMUA1DJHa2Euchnmkk9QH4BePZ8EoKcA1DJHa2EuclnmkotQL4B+cn5bE4CeAlDLHK2FucjlmUumfbwjQD/59HQaCqCnANQyR2thLnK55pKFUFeAfnrcyQPoKQC1zNFamItcvrnslhvqDNBPDldDAfQYgFrmaC3MRS7nXBYT6g/QkVAAPQSgljlaC3ORyzyXZYR6BPSTzlAAPQSgljlaC3ORyz6X3YLzUAB1H4Ba5mgtzEWuwFzSBQVQ9wGoZY7WwlzkCs0lDVEAdR+AWuZoLcxFrtRcdruEvTyAug9ALXO0FuYiV3Iu0YICqPsA1DJHa2EucqXnEoUogLoPQC1ztBbmIld8LruIzTyAug9ALXO0FuYiZzKXUEQB1H2LAP3h87u7u4/1h4Sf7wJQBzEXObu5BCgKoO5bAuh3H911/frvykPCz/cBqIOYi5ztXHa7WUYB1H0LAN2fX/6mV/Jj+SHh54cA1EHMRa7CXHY7zVEAdd8CQF8N55bfffSrv4kPCT8/BKAOYi5y1eayu+wTAG2gBYB+NZxa/vjF3R/Eh4SfHwJQBzEXudpzuXJ0+Zvi5QlAxdIB/fGLX/6p/8HL4x797CHh58cA1EHMRc7NXGRJ68EKoGLpgP7w+bg1f9ld6rx+SPj5nw/FLZCInJWsxurKAOira0BfTQF9BaBEqypZjdVlCuhY1Pn/0oz/uvkcrYW5yDEXpfTBJBPTQgBqmaO1MBc55qIEoGKm10DHcn5bA757pn/dfI7WwlzkmIsSgIq5fxZ+aRwQcsxFjrkoAajYovtA+/s7z+8DnTwk/PxQzm9rwHfP9K+bz9FamIscc1ECUDH3r0RaGgeEHHORYy5KACrm/rXwS+OAkGMucsxFCUDFltzR9eru9G5L333UX/GcPnT+xaSc39aA757pXzefo7UwFznmogSgYrneD3QENP/7gS6NA0KOucgxFyUAFXP/jvRL44CQYy5yzEUJQMUA1DJHa2EucsxFCUDFANQyR2thLnLMRQlAxQDUMkdrYS5yzEUJQMUA1DJHa2EucsxFCUDFANQyR2thLnLMRQlAxQDUMkdrYS5yzEUJQMUA1DJHa2EucsxFCUDFANQyR2thLnLMRQlAxQDUMkdrYS5yzEUJQMUA1DJHa2EucsxFCUDFANQyR2thLnLMRQlAxQDUMkdrYS5yzEUJQMUA1DJHa2EucsxFCUDFANQyR2thLnLMRQlAxQDUMkdrYS5yzEUJQMUA1DJHa2EucsxFCUDFANQyR2thLnLMRQlAxQDUMkdrYS5yzEUJQMUA1DJHa2EucsxFCUDFANQyR2thLnLMRQlAxQDUMkdrYS5yzEUJQMUA1DJHa2EucsxFCUDFANQyR2thLnLMRQlAxQDUMkdrYS5yzEUJQMUA1DJHa2EucsxFCUDFANQyR2thLnLMRQlAxQDUMkdrYS5yzEUJQMUA1DJHa2EucsxFCUDFagBq2s9/XnsFPmMucsxFicGIAehGYy5yzEWJwYgB6EZjLnLMRYnBiAHoRmMucsxFicGIAehGYy5yzEWJwYgB6EZjLnLMRYnBiAHoRmMucsxFicGIrR5QIqJSASgRUWIASkSUGIASESUGoEREiQEoEVFiAEpElBiAEhEltlZAv/vo7u7uV38bvvjh8/0XH9ddkKO+++jXf+9/wFxOfbUfxd0fhh8zl1P9LH4z/YLBTFspoP3hcPhm95je3Y1qbL4fvxhHwVyO9TIcpGAup14NcxlORRjMdesE9NVA51d3v/xTf3D8pv/m8z+dfS/HQ4C5HNv/b0o3hJf8e7lomMXwfxmM1DoB/Wr8Hn/VfcdfDV5899FhR7/tutOIfiDM5dg4ir2g/Hs562wWDEZolYD++EV3JvG2+5b/5qjp/izjD1VX5aP9GP7HcA2UuRw6HwFzOfVquKjxw+fdAcVghFYJ6LHu+3/U9CVbj7f9SfnwJBJzOfbD55NzKuYyaXy+sT/pZDBSqwa0/9/K49Hx8vhk4obrtmHDUcFcjnUD6Z4t6YFgLpP2R9BwDfRjBiO3akBfdhdtjt/3V3zfh73YBaDMZT+Q/+941wZzmbYX9HA3C4ORWjOgr8YnVfm+H+svYwHoRa/GG5j6fzDMZdp451I3EgYjtWJAX11syfi+D6fkAHrZq8Pd4d3mlLlMejW8uOCrTlAGI7VeQIeb+rh0M+m7j/qRcA30onEuw2SYy6njE+7dzoXBSK0V0P23fvx28+ThsZd3x371N+Zy7HhnY/cD5nJqctL5678zGKmVAnp8ueLb7n89/zA+tPXb184AZS7HjjT05+bM5dgZoAxGap2ATv3kBRSXjTf3MZdjX42b0v7cirkcG1/iykv69NYJ6MvpGx7wEt6LRkCZy7FxCK94LfxFL3lTiRutEtDDe+uM7xzz6vRDent6OzvmcmwcxbA3ZS6nvmIw860S0MPhcHd63yHexvAU7wd6XX/DOO8fex1vrDvfKgElIrIIQImIEgNQIqLEAJSIKDEAJSJKDECJiBIDUCKixACUiCgxACUiSgxAiYgSA1AiosQAlIgoMQAlIkoMQImIEgNQIqLEAJSIKDEApUZ62P30r7XXQHQegFIjASj5C0CpkQCU/AWg1EgASv4CUGokACV/ASg1EoCSvwCUQnrzYvfB62e73e6D79/fvTc8NojWf/2w/5nDw9Lv3feTP/Zf9L/8vnvgg/Off+dr7ev+730CoOQwAKWQ9qj9Xx1rP/2rAOj/8f5uN/yk9Fsfd7vJT+9/+f/5Yvh6JPLh8PNP3kpfvxl/9U//J4CSuwCUQuoY259Dvvl/3gqA9meT3a+QzkH354+9lA+DiP0v735wPwr5MEqqfX1//OUASu4CUAqp43HYc0uAfjD+ktO2+9Rx531//OVPxq+7Xf3e1+OZp/L1e+OXAEruAlAKaa/jyJcA6OjmvSjcw+Hq59vDbz/9QU+mTw3t/wrh6/vJLwdQ8haAUkin00sB0CfTry97PHtCaPLL9za+8/WgZNDXss9ENQNQCukEmfgs/OTrq+6HJ4Heu/ztvYjfv7+bJH59AJRn4clfAEohLQB0uA3pcCPT/pcf7l96CAP0vbfzfzxRvQCUQloC6NvjvUgfSGegT6a/cOZrACV/ASiFJAF6Hw7o8NPdtdAzQPtrnGdP3Qtfcw2U/AagFNIZoMc73AMAvRTw9KT98Bvvj0/SD3Zefn38Q0/3ARC5CUAppJODx3PEx13QGejxNqbhNx5vGz3dBzqC+tj/hPD1k/HPAVByF4BSSJMTyfGlQg+7MEAPYo634vfPEr03eeHSw/js0uEVSMLX07+OyFMASiFNAD28OP2dP4ddAz08CT+Auf/l//rs7Mam42vfL18bf7w/n9fCk9cAlEKa3uA+EPdB+LPwD5P3Bul+eU/w6deevVuT8PX48nmehSd/ASiZNnkWnqj5AJRMA1BaUwBKpgEorSkAJdMAlNYUgFLOjm8/f+iDi18AoLSmAJRyBqC0qQCUiCgxACUiSgxAiYgSA1AiosQAlIgoMQAlIkoMQImIEgNQIqLEAJSIKDEAJSJKDECJiBIDUCKixACUiCgxACUiSux/A3vaoQvvUO2KAAAAAElFTkSuQmCC" width="672" /></p>
<pre class="r"><code>ggplot(cat_df, aes(x = age, y = run_speed, fill = age)) + geom_boxplot() + facet_grid(~sex)</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<p>Custom function to calculate standard error (SE)</p>
<pre class="r"><code>se <- function(x) {
sd(x)/sqrt(length(x))
}</code></pre>
<p>Summarize at multiple columns and apply multiple functions, in this case we calculate the mean and se for all of our outcome measures!</p>
<pre class="r"><code>cat_sum_df <- cat_df %>%
group_by(sex, age, gt) %>%
summarize_at(vars(run_speed:hind_stepcyc), funs(mean, se))
cat_sum_df</code></pre>
<pre><code>## # A tibble: 12 x 23
## # Groups: sex, age [?]
## sex age gt run_speed_mean run_max_variation_~ front_bos_mean
## <int> <fct> <fct> <dbl> <dbl> <dbl>
## 1 0 4 Month GCLM +~ 51.7 22.5 1.31
## 2 0 4 Month GCLM -~ 57.7 23.5 1.35
## 3 0 10 Mon~ GCLM +~ 33.6 21.9 1.40
## 4 0 10 Mon~ GCLM -~ 45.2 24.9 1.27
## 5 0 17 Mon~ GCLM +~ 22.9 30.7 1.46
## 6 0 17 Mon~ GCLM -~ 39.0 28.9 1.31
## 7 1 4 Month GCLM +~ 54.7 23.4 1.31
## 8 1 4 Month GCLM -~ 58.5 26.3 1.28
## 9 1 10 Mon~ GCLM +~ 39.3 28.2 1.29
## 10 1 10 Mon~ GCLM -~ 47.0 26.2 1.29
## 11 1 17 Mon~ GCLM +~ 36.6 23.8 1.44
## 12 1 17 Mon~ GCLM -~ 30.7 29.9 1.42
## # ... with 17 more variables: hind_bos_mean <dbl>,
## # front_strlen_mean <dbl>, hind_strlen_mean <dbl>,
## # front_swingspd_mean <dbl>, hind_swingspd_mean <dbl>,
## # front_stepcyc_mean <dbl>, hind_stepcyc_mean <dbl>, run_speed_se <dbl>,
## # run_max_variation_se <dbl>, front_bos_se <dbl>, hind_bos_se <dbl>,
## # front_strlen_se <dbl>, hind_strlen_se <dbl>, front_swingspd_se <dbl>,
## # hind_swingspd_se <dbl>, front_stepcyc_se <dbl>, hind_stepcyc_se <dbl></code></pre>
<pre class="r"><code>cat_df2 <- data.frame(cat_sum_df)
viz_func <- function(data, x, y, z, y.min){
ggplot(data,
aes(x = x, y = y, fill = z, group = z)) +
geom_errorbar(aes(ymin = y,
ymax = y + y.min),
position = "dodge", width = 0.5) +
geom_bar(color = "black", stat = "identity", width = 0.7,
position = "dodge")
}
viz_func(cat_df2, age, front_bos_mean, gt, run_speed_se)</code></pre>
<pre class="r"><code>head(cat_sum_df)</code></pre>
<pre><code>## # A tibble: 6 x 23
## # Groups: sex, age [3]
## sex age gt run_speed_mean run_max_variation_m~ front_bos_mean
## <int> <fct> <fct> <dbl> <dbl> <dbl>
## 1 0 4 Month GCLM +~ 51.7 22.5 1.31
## 2 0 4 Month GCLM -~ 57.7 23.5 1.35
## 3 0 10 Mon~ GCLM +~ 33.6 21.9 1.40
## 4 0 10 Mon~ GCLM -~ 45.2 24.9 1.27
## 5 0 17 Mon~ GCLM +~ 22.9 30.7 1.46
## 6 0 17 Mon~ GCLM -~ 39.0 28.9 1.31
## # ... with 17 more variables: hind_bos_mean <dbl>,
## # front_strlen_mean <dbl>, hind_strlen_mean <dbl>,
## # front_swingspd_mean <dbl>, hind_swingspd_mean <dbl>,
## # front_stepcyc_mean <dbl>, hind_stepcyc_mean <dbl>, run_speed_se <dbl>,
## # run_max_variation_se <dbl>, front_bos_se <dbl>, hind_bos_se <dbl>,
## # front_strlen_se <dbl>, hind_strlen_se <dbl>, front_swingspd_se <dbl>,
## # hind_swingspd_se <dbl>, front_stepcyc_se <dbl>, hind_stepcyc_se <dbl></code></pre>
<p>run_speed graph</p>
<pre class="r"><code>pd_bar <- position_dodge(width = 0.9)
ggplot(cat_sum_df,
aes(x = age, y = run_speed_mean, fill = gt, group = gt)) +
geom_errorbar(aes(ymin = run_speed_mean,
ymax = run_speed_mean + run_speed_se), position = pd_bar, width = 0.5) +
geom_bar(color = "black", stat = "identity", width = 0.7, position = pd_bar) +
facet_grid(~sex)</code></pre>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABUAAAAPACAMAAADDuCPrAAABDlBMVEUAAAAAADoAAGYAOmYAOpAAZpAAZrYAv8QZGT8ZGWIZP4EZYp8aGhozMzM6AAA6OgA6Ojo6kNs/GRk/gb1NTU1NTW5NTY5Nbo5NbqtNjqtNjshiGRlin9lmAABmAGZmOgBmkJBmtttmtv9uTU1ubk1ubm5ujo5uq+SBPxmBvdmOTU2Obk2Oq6uOyOSOyP+QOgCQkDqQ2/+fYhmf2dmrbk2rjk2r5P+2ZgC2kDq2/9u2//+9gT+92dnIjk3Iq27I/+TI///Zn2LZvYHZ2Z/Z2b3Z2dnbkDrb25Db/9vb///kq27k5Kvk/+Tk///r6+vy8vL4dm3/tmb/yI7/25D/5Kv//7b//8j//9v//+T////qQ6XoAAAACXBIWXMAAB2HAAAdhwGP5fFlAAAgAElEQVR4nO2da2MjZ3JeqbU8uViiLYdSlNlMbGviyJlsNNZmsthdZ2Kt1wtbTDQOybnx//+RoC8AARDoy1tV3VVd53zYHXJ6mg9ePHXUDTSaF/cAAFDExdwBAACigkABAApBoAAAhSBQAIBCECgAQCEIFACgEAQKAFAIAgUAKASBAgAUgkABAApBoAAAhSBQAIBCECgAQCHmAv0DpIMKgLVXvIBAQR0qANZe8QICBXWoAFh7xQsIFNShAmDtFS8gUFCHCoC1V7yAQEEdKgDWXvECAgV1qABYe8ULCBTUoQJg7RUvIFBQhwqAtVe8gEBBHSoA1l7xAgIFdagAWHvFCwgU1KECYO0VLyBQUIcKgLVXvIBAQR0qANZe8QICBXWoAFh7xQsIFNShAmDtFS8gUFCHCoC1V7yAQE34/c8/++yzfzd3irmgAg2///mfzB1hNqy94gUEasE//PlnFf/2f80dZB6oQMMvP0OgSweBGrA5/vyT2qJJj0GpQM0vP0OgiweBGvC75tjzH/783/yPuaPMAhX4Q3sWgkCXDgI14JfNoec//s1n/3HuKLNABf7wh7/b2PN3CHTxIFB9/vFv/vV/rf/wd0nP4anA5rnfdACBLh8Eqs/vf96euv9d0gGiAg0IdPkgUH12As06QFSgIevzX2HtFS8gUH0QaPoKNGR9/iusveIFBKoPAk1fgYasz3+FtVe8gED14TXQ9BVoQKDLB4Hqw7vw6SvQgECXDwI14JfN9Z9cB5q3AjUIdPkgUAP4JFL6CtQg0OWDQA3gs/DpK1CDQJcPArXgd59xN6bkFahAoMsHgZrA/UDTV+APCDQDCBTUoQJg7RUvIFBQhwqAtVe8gEBBHSoA1l7xAgIFdagAWHvFCwgU1KECYO0VLyBQUIcKgLVXvIBAQR0qANZe8QICBXWoAFh7xQsIFNShAmDtFS8gUFCHCoC1V7yAQEEdKgDWXvECAgV1qABYe8ULCBTUoQJg7RUvmAv0jSXGuxfhOZtxOCrQ4DmbdThrr3gBgVrhORsCnQTP2RCoDgjUCs/ZEOgkeM6GQHVAoFZ4zoZAJ8FzNgSqAwK1wnM2BDoJnrMhUB0QqBWesyHQSfCcDYHqgECt8JwNgU6C52wIVAcEaoXnbAh0EjxnQ6A6IFArPGdDoJPgORsC1QGBWuE5GwKdBM/ZEKgOCNQKz9kQ6CR4zoZAdUCgVnjOhkAnwXM2BKoDArXCczYEOgmesyFQHRCoFZ6zIdBJ8JwNgeqAQK3wnA2BToLnbAhUBwRqhedsCHQSPGdDoDogUCs8Z0Ogk+A5GwLVAYFa4TkbAp0Ez9kQqA4I1ArP2RDoJHjOhkB1QKBWeM6GQCfBczYEqgMCtcJzNgQ6CZ6zIVAdEKgVnrMh0EnwnA2B6oBArfCcDYFOgudsCFQHBGqF52wIdBI8Z0OgOiBQKzxnQ6CT4DkbAtUBgVrhORsCnQTP2RCoDgjUCs/ZEOgkeM6GQHVAoFZ4zoZAJ8FzNgSqAwK1wnM2BDoJnrMhUB0QqBWesyHQSfCcDYHqgECt8JwNgU6C52wIVAcEaoXnbAh0EjxnQ6A6IFArPGdDoJPgORsC1QGBWuE5GwKdBM/ZEKgOCNQKz9kQ6CR4zoZAdUCgVnjOhkAnwXM2BKoDArXCc7YlC/RiGKahzmXzBAJVAYFa4TkbAkWgCFQFBGqF52xLFuhjprHlCRJXAIFqYfwsme5ehOdsCHQSElcAgWph/CyZ7l6E52wIdBISVwCBamH8LJnuXoTnbAh0EhJXAIFqYfwsme5ehOdsCHQSElcAgWph/CyZ7l6E52wIdBISVwCBamH8LJnuXoTnbAh0EhJXAIFqYfwsme5ehOdsCHQSElcAgWph/CyZ7l6E52wIdBISVwCBamH8LJnuXoTnbAh0EhJXAIFqYfwsme5ehOdsCHQSElcAgWph/CyZ7l6E52wIdBISVwCBamH8LJnuXoTnbAh0EhJXAIFqYfwsHX7t6E48madnzgqcAIGeAoGqgECnyuYKBDoFiSuAQLUwfpZ6N2F6ToFApyBxBRCoFsbPUu8mTM8pEOgUJK4AAtXC+Fnq3YTpOQUCnYLEFUCgWhg/S72bMD2nQKBTkLgCCFQL42epdxOm5xQIdAoSVwCBamH8LPVuwvScAoFOQeIKIFAtjJ+l3k2YnlMg0ClIXAEEOojXVxu+a/78/sXmz98+2sT4WerdhOk5BQKdgsQVQKADqJW54Wn1xdvn9Z+//uloI+NnqXcTpucUCHQKElcAgfbz8VV9wHl99eWvapk+rS16fAxq/Cz1bsL0nAKBTkHiCiDQfm7bw83rSp3tF2+ff/XD4VbGz1LvJkzPKRDoFCSuAALtZXMA+t3DV6+bQ8/Db1YYP0u9mzA9p0CgU5C4Agi0l/cv9g42P76qzuPvq8PRo3N442epdxOm5xQIdAoSVwCB9vL2+dc/3V5d1a+APtj0unlLacPnDfKIMi7ML9QCHQbeSqtkx/phAWpEAv2fzbvw3+4J9BaBQhkIFOJR3q3b9gKm2+oY9IRAW4zPE3o34fztFEFO4Qc8eVSgEE7hVRAJtHm5szprR6CPSDw991oVQKB2IFAVJKfw7ftG1YuhJ14DbTF+lno3YXpOgUCnIHEFEGgvu0s+qz/wLvwjEk/PvVYFEKgdCFQFyXWge0eg96+b6z+5DnRH4um516oAArUDgaogeIPydXu2Xh908kmkYxJPz71WBRCoHQhUBYFA2w++3/JZ+JMknh61CiBQOxCoCpJL5G6by0Cbk/b2C+7GtCXx9KhVAIHagUBVEF1j/PHVRpnbc3buB3pI4ulRqwACtQOBqsAd6a1IPD1qFUCgdiBQFRCoFYmnR60CCNQOBKoCArUi8fSoVQCB2oFAVUCgViSeHrUKIFA7EKgKCNSKxNOjVgEEagcCVQGBWpF4etQqgEDtQKAqIFArEk+PWgXGCHTg7USPKM82gMQVQKBaGD9LvZsg0FMsT6Bl/rRtR+IKIFAtjJ+l3k0Q6CmWKNB/VQACtdt9DhCoFYmnR60CCNQOBKoCArUi8fSoVQCB2oFAVUCgViSeHrUKIFA7EKgKCNSKxNOjVgEEagcCVQGBWpF4etQqgEDtQKAqIFArEk+PWgUQqB0IVAUEakXi6VGrAAK1A4GqsBCB+ruIOvP0qFUAgdqBQFVYhkD5GMpIECgCRaAaLEWgTM8oECgVQKAaIFDrbC5BoFQAgWqAQK2zuQSBUgEEqgECtc7mEgRKBRCoBgjUOptLECgVQKAaIFDrbC5BoFQAgWqAQK2zuQSBUgEEqgECtc7mEgRKBRCoBgjUOptLECgVQKAaIFDrbC5BoFQAgWqAQK2zuQSBUgEEqgECtc7mEgRKBRCoBgjUOptLECgVQKAaIFDrbC5BoFQAgWqAQK2zuQSBUgEEqgECtc7mEgRKBRCoBgjUOptLECgVQKAaeBFo2S3kmZ5CECgVQKAaIFArEk9PWQVOgEDtQKAqeBHoCZgeOxAoFUCgGiBQKxJPDxU4zOYSBKoCArUi8fRQgcNsLkGgKiBQKxJPDxU4zOYSBKoCArUi8fRQgcNsLkGgKiBQKxJPDxU4zOYSBKoCArUi8fRQgcNsLkGgKiBQKxJPDxU4zOYSBKoCArUi8fRQgcNsLkGgKiBQKxJPDxU4zOYSBKoCArUi8fRQgcNsLkGgKiBQKxJPDxU4zOYSBKoCArUi8fRQgcNsLkGgKiBQKxJPDxU4zOYSBKoCArUi8fSMq8DAOxmeubMhFSgEgaqAQK1IPD2jKlDoz+2TRwUKQaAqIFArEk/PqApcXPy/EhCoEASqAgK1IvH0jKoAAp0HBKoCArUi8fSMqgACnQcEqgICtSLx9IyqAAKdBwSqAgK1IvH0jKoAAp0HBKoCArUi8fSMqgACnQcEqgICtSLx9IyqAAKdBwSqAgK1IvH0jKoAAp0HBKoCArUi8fSMqgACnQcEqgICtSLx9IyqAAKdBwSqAgK1IvH0jKoAAp0HBKoCArUi8fSMqgACnQcEqgICtSLx9IyqAAKdBwSqAgK1IvH0jKoAAp0HBKoCArUi8fSMqgACnQcEqgICtSLx9IyqAAKdBwSqAgK1IvH0jKoAAp0HBKoCArUi8fSMqgACnQcEqgICtSLx9IyqAAKdBwSqAgK1IvH0jKoAAp0HBKoCArUi8fSMqgACnQcEqgICtSLx9IyqAAKdBwSqAgK1IvH0jKoAAp0HBKoCArUi8fSMqgACnQcEqgICtSLx9IyqAAKdBwSqAgK1IvH0jKoAAp0HBKoCArUi8fSMqgACnQcEqgICtSLx9IyqAAKdBwSqAgK1IvH0jKoAAp0HBKoCArUi8fSMqgACnQcEqgICtSLx9IyqAAKdBwSqAgK1IvH0jKoAAp0HBKoCArUi8fSMqgACnQcEqgICtSLx9IyqAAKdBwSqwtwCvSjjqARMz0gQKBVAoBrMLNBCfzI9QhAoFUCgGswuUKZnDhAoFUCgGiBQuwZZ7l0IAqUCCFQDBGrXIMu9C0GgVACBaoBA7RpkuXchCHSWCox7i9QWBKoCArVrkOXehSBQBIpANUCgdg2y3LsQBOqkAhPZ8gQIVAUEatcgy70LQaBOKoBAg4NA7RpkuXchCNRJBRBocBCoXYMs9y4EgTqpAAINDgK1a5Dl3oUgUCcVQKDBQaB2DbLcuxAE6qQCCDQ4CNSuQZZ7F4JAnVQAgQYHgdo1yHLvQhCokwog0OAgULsGWe5dCAJ1UgEEGhwEatcgy70LQaBOKoBAg4NA7RpkuXchCNRJBRBocBCoXYMs9y4EgTqpAAINDgK1a5Dl3oUgUCcVQKDBMRdoz48vnZ7j3ZRNzzwPGvbJXYHZA4AMjkDt/hNsuXchHIE6qQBHoMFBoHYNsty7EATqpAIINDgI1K5Bjx5rlrvpUoHDbB0g0OAgULsGPXqsCPQEmSrwGAQaHARq16DeTZY6PVTgMFsHS60AAtWie5mZnnlAoFQAgWqAQO0a1LvJUqeHChxm62CpFUCgWnQvM9MzDwiUCiBQDRCoXYN6N1nq9FCBw2wdLLUCCFSL7mVmeuYBgVIBBKoBArVrUO8mS50eKnCYrYOlVgCBatG9zEzPPCBQKoBANUCgdg3q3WSp00MFDrN1sNQKIFAtupeZ6ZkHBEoFEKgGCNSuQb2bLHV6qMBhtg6WWgEEqkX3MjM984BAqQAC1QCB2jWod5OlTg8VOMzWwVIrgEC16F5mpmceECgVQKAaIFC7BvVustTpoQKH2TpYagUQqBbdy8z0zAMCpQIIVAMEateg3k2WOj1U4DBbB0utAALVonuZmZ55QKBUAIFqgEDtGtS7yVKnhwocZutgqRVAoFp0LzPTMw8IlAogUA0QqF2DejdZ6vRQgcNsHSy1AghUi+5lZnrmAYFSAQSqAQK1a1DvJkudHipwmK2DpVYAgWrRvcxMzzwgUCqAQDVAoHYN6t1kqdNDBQ6zdbDUCiBQLbqXmemZBwRKBRCoBgjUrkG9myx1eqjAYbYOlloBBKpF9zIzPfOAQKkAAtUAgdo1qHeTpU4PFTjM1sFSK4BAteheZqZnHhDopBW4KMMyGwLVAYHaNah3EwT6JkUFCv05ez9lu88BArVrUO8mCPRNigqUZZu/n7Ld5wCB2jWodxME+iZFBRDockGgdg3q3QSBvklRAQS6XBCoXYN6N0Ggb1JUAIEuFwRq16DeTRDomxQVQKDLBYHaNah3EwT6JkUFEOhyQaB2DerdBIG+SVEBBLpcEKhdg3o3QaBvUlQAgS4XBGrXoN5NEOibFBVAoMsFgdo1qHcTBPomRQUQ6HJBoHYN6t0Egb5JUQEEulwQqF2DejdBoG9SVACBLhcEateg3k0Q6JsUFUCgywWB2jWodxME+iZFBRDockGgdg3q3QSBvklRAQS6XBCoXYN6N0Ggb1JUAIEuFwRq16DeTRDomxQVQKDLBYHaNah3EwT6JkUFEOhyQaB2DerdBIG+SVEBBLpcEKhdg3o3QaBvUlQAgS4XBGrXoN1jdPcLxRDopBVAoMsFgdo1aJvNoUER6LQVKMmGQCOAQO0aJMkWenqogEa20BVAoFp0LzPTs8TpoQIa2UJXAIFq0b3MTM8Sp4cKaGQLXQEEqkX3MjM9S5weKqCRLXQFEKgW3cvM9CxxeqiARrbQFUCgWnQvM9OzxOmhAhrZQlcAgWrRvcxMzxKnhwpoZAtdAQSqRfcyMz1LnB4qoJEtdAUQqBbdy8z0LHF6qIBGttAVQKBadC8z07PE6aECGtlCVwCBatG9zEzPEqeHCmhkC10BBKpF9zIzPUucHiqgkS10BRCoFt3LzPQscXqogEa20BVAoFp0LzPTs8TpoQIa2UJXAIFq0b3MTM8Sp4cKaGQLXQEEqkX3MjM9S5weKqCRLXQFEKgW3cvM9CxxeqiARrbQFUCgWnQvM9OzxOmhAhrZQlcAgWrRvcxMzxKnhwpoZAtdAQSqRfcyMz0+pkf31zRRAY1sCDQCCNSuQZJsCJQKINAAIFC7BkmyzT89ggBUQCPb/BWQ7T4HCNSuQZJs808PAhUTvQKy3ecAgdo1SJJt/ulBoGKiV0C2+xwgULsGSbLNPz0IVEz0Csh2nwMEatcgSbb5pweBioleAdnuc4BA7RokyTb/9CDQw5QFlylEr4Bs9zlAoHYNkmSbf3oQ6GFKBDpy9zlAoHYNkmSbf3oQaF/uAesgyTZ/BWS7zwECtWuQJNv804NA+3IPWAdJtvkrINt9DhCoXYMk2eafHgTal3vAOkiyzV8B2e5zgEDtGiTJNv/0INC+3APWQZJt/grIdp8DBGrXIEm2+acHgfblHrAOkmzzV0C2+xwgULsGSbLNPz0ItC/3gHWQZJu/ArLd5wCB2jVIkm3+6UGgfbkHrIMk2/wVkO0+BwjUrkGSbPNPDwLtyz1gHSTZ5q+AbPc5QKB2DZJkm396EGhf7gHrIMk2fwVku88BArVrkCTb/NODQPtyD1gHSbb5KyDbfQ4QqF2DJNnmnx4E2pd7wDpIss1fAdnuc4BA7RokyTb/9CDQvtwD1kGSbf4KyHafAwRq1yBJtvmnB4H25R6wDpJs81dAtvscIFC7BkmyzT89CLQv94B1kGSbvwKy3ecAgdo1SJJt/ulBoH25B6yDJNv8FZDtPgcI1K5BkmzzTw8C7cs9YB0k2eavgGz3OUCgdg2SZJt/ehBoX+4B6yDJNn8FZLvPAQK1a5Ak2/zTg0D7cg9YB0m2+Ssg230OEKhdgyTZ5p8eBNqXe8A6SLLNXwHZ7nOAQO0aJMk2//Qg0L7cA9ZBkm3+Csh2nwMEatcgSbb5pweB9uUesA6SbPNXQLb7HCBQuwZJss0/PQi0L/eAdZBkm78Cst3nAIHaNUiSbf7pQaB9uQesgyTb/BWQ7T4HCNSuQZJs808PAu3LPWAdJNkGhyv6nfUIVAcEatcgSTYE6r0CCLQTa6944axAV3tL/7Pfnt/B2+df/1T/4f2Lq6urbx/9ffcyR52eQQ2SZEOg3ivgR6CycEYU2SggZwT67tnFMIF+fHXVCPTt86uK1qYPdC9z1OkZ1CBJNgTqvQIItGf3OTgj0PXFQIFet87cHH8+rS16fAzavcxRp2dQgyTZEKj3CiDQnt3n4LRAP7y8uPhmyD+vjjtrgd42//f2+Vc/HG7RvcxRp2dQgyTZEKj3CiDQnt3n4LRAN2fwXwz515sT+F80r4G+bg49N9/47nCT7mWOOj2DGiTJhkC9VwCB9uw+B+cE+sn3Q/7166unzZtIH199+av6O9fH5/Ddyxx1egY1SJINgXqvAALt2X0OzrwGuhp0Bl+dtzcCff+iPXW/rl4Krfm8oefHl07P8W7KCjrgMYopnp4pwnXmnurnxKzAiH86fQVmb08aziz0zcWnP/b+2/cvNoedRwK9RaCPHuLU06OVe6qfE7MCCBTuz18Huu68+LOhft3zrEBbug/0o56/DTqHkWTjFN57BTiF79l9Ds6+idR/GdN1/cY7Aj3bIEk2BOq9Agi0Z/c5KBfo2+f1+0ZnXwNt6V7mqNMzqEGSbAjUewUQaM/uc1Au0OurHV/9wLvwJxokyYZAvVcAgfbsPgflLzYfCPT+dXP9J9eB7jVIkg2Beq8AAu3ZfQ7E79a1NxPhk0iPGyTJhkC9VwCB9uw+B1oC5bPwjxskyYZAfVRg4K3iTt85DoEunyECffefBtzO7vaKuzEdNUiSDYG6qECZP3WyIdAIcD9QuwZJsiFQFxUoC4dA0wu0uh3TMIH20b3MrqdH2iBJtsnCSU5Rz+99KRVAoKWUGyMWg+4HOujOdmfoXmbX0yNtkCTbNOEK/dmXbTkVQKClCJQRirP3A/3k+/ubiyfD72x3ju5ldj090gZJsk0lUJNsy6kAAi1F4oxIdN0P9N2z6tz9w8tht7Y7Q/cyu54eaYMk2RCoiwog0FIEyghF1/1AW3XWB6LFdC+z6+mRNkiSDYG6qAACLUWgjFB03lC5uSvou2cDbm13lu5ldj090gZJsiFQFxVAoKWUGyMWnQJd1y9/NmfypXQvs+vpkTZIkg2BuqgAAi2l3BixOPsmUqXOdX1b5btLBFrUIEk2BOqiAgi0lHJjxOL8ZUxPKnVuPLqRKafwRQ2SZEOgLiqAQEspN0Yszgi0up/dz367vZyeN5GKGiTJhkBdVACBliJQRijOfZTz5qI67rwRfxAp8vRIGyTJhkBdVACBliJQRijOfhb+w8vquLM6EpWcwIeeHmmDJNkQqIsKINBSJM6IhPlv7+teZtfTI22QJBsCdVEBBFqKtVe8gEDtGiTJhkBdVACBlmLtFS90CHR1UX0gfiX6JHzo6ZE2SJINgbqoAAItRWaNOJwVaH0/pk++//BS9h5S5OmRNkiSDYG6qAACLUXijEicE2hzP7tPvhe/i9S9zK6nR9ogSTYE6qICCLQUgTJCcUagd5ebA8/6A52VQbkfaFGDJNkQqIsKINBSBMoIxRmBrqrDzu09mbiQvqxBkmwI1EUFEGgpAmWE4uxn4b/Z3VLkhl/pUdYgSTYE6qICCLSUcmPEoutuTK1AuZlIYYMk2RCoiwog0FLKjRELBGrXIEk2BOqiAgi0lHJjxGLAKfyauzGVNUiSDYG6qAACLaXcGLE4+ybS5qizEejdJW8ilTVIkg2BuqgAAi1FoIxQnL+MqboGdCPQdf15pHK6l9n19EgbJMmGQF1UAIGWIlBGKLovpG/g1xqXNUiSDYG6qAACLUXijEh0f5RT7s/I0yNtkCQbAnVRAQRaikgagei+mciF9G6goadH2iBJNgTqogIItBSZNeLA7ezsGiTJhkBdVACBlmLtFS8gULsGSbIhUBcVQKClWHvFC2cFutp7F4kL6YsaJMmGQF1UwLVAL8rYPUndexdSboxYdPxWTgQqbJAkGwJ1UQHPAi3053E4I8qNEYuzF9IjUHGDJNkQqIsK+BaoysIZUW6Mhhvpu9cTcfajnKKr5/foXmbX0yNtkCQbAnVRAQRailAbK/HlPxNx7mYiopso79O9zK6nR9ogSTYE6qICCLQUoTbCC1TrADTy9EgbJMmGQF1UAIGWItRGcIFu8nMEuhdy1NubuwZJsiFQFxVAoKUItRFdoDdq+buX2fX0PIREoKOyLacCCLSU0aK4u9yM0JP7dfWWdfs5cuFvVJ+E8zcTkf024x3dy+x6ejpzD2iQJBsCdVEBBFrKSE18eNle8PO3CxHowe2YuIzpce4BDZJkQ6AuKoBASxmpidVFfdfh1dY20U/huZC+L/eABkmyIVAXFUCgpYyzxOb8vTncXC9EoFxI35d7QIMk2RCoiwog0FLGWWL3iuHmyG0JAuVC+h4QaPfel1IBBFrKKElsfLP9tUGrRQiUC+l7QKDde19KBRBoKaMksfHN9g2j9UIEyoX0PbkHNEiSDYG6qAACLWWUJBYnUC6k7wGBdu99KRVAoKWMksRGoNtT+IUI9O6SC+m7cw9okCQbAnVRAQRayihJLO410MqgSifx3cvseno6cw9okCQbAnVRAQRayjhLLO1d+MPLQLmM6UTuAQ2SZEOgLiqAQEsZZ4mlXQeKQHtAoN17X0oFEGgpIzWxPvok0lrtOkpjEGgRCLR770upAAItZawnVvufha/uZnRxsXtd1DP8Vs4iEGj33pdSAQRaymhR7N+N6b4xaISzeARaBALt3vtSKoBASyn1RZgXP1sGC7T0wqbuZXY9PZ25BzRIkg2BuqgAAi1lnCVW25cJ9y5oigECLQKBdu99KRVAoKWMs8T6ov3kzu7t+Cgg0CIQaPfel1IBBFrKOEtUL4BWBr2RvWM9Awi0CATavfelVACBljJSEzcaV/zMAQItAoF2730pFUCgpYwWRXMdk9YtOCYDgRaBQLv3vpQKINBSSlwREQRaBALt3vtSKoBASylxRUQQaBEItHvvS6kAAi2lxBURQaBFINDuvS+lAgi0lBJXRASBFoFAu/e+lAog0FJKXBERBFoEAu3e+1IqgEBLKXFFRBBoEQi0e+9LqQACLaXEFRFBoJ3pStg1SJINgbqoQCKBjmt3LyWuiAgC7QonMSgCXUQF5suGQCOAQLXDIVAEGlGgJ39C7yZnKXFFRBCodjgEikARKAI9BoFOmg2BUoFEAv2XEa+QlVjIDu5Irx0OgSJQBDpSoGPeYlBTkwrHcY5+nVxD0l8q53l6hCDQYY/EcwWWJdDh8ctdZAEC1Q6HQBEoAkWgCNT19AhBoMMeiecKIFAPnIuzvmh/N8nNheyXlPQ9RSolyDc9QhDosEfiuQII1ANn4tw8HHV+eCm6TXTfU6RSgnzTIwSBDnskniuAQD1wOs6BNG9Ev6m57ylSKUG+6RGCQIc9Es8VQKAeOB3n3bNPvt99cXfJa6CTZ0OgVACBnoxf7iILzgn04AgUgYPtEbQAACAASURBVE6eDYFSAQR6Mn65iyw4ewq/O23fyJRT+MmzIVAqgEBPxi93kQVn4qwvtr9h9OFPZfQ9RSolyDc9QhDosEfiuQII1ANn4mwOQR94IvkBfU+RSgnyTY8QBDrskXiuAAL1wLk4ewYV+ZPpQaDdG1OBwnAI1APn47QKlemT6UGgVACB9rFEgSrR9xSplCDf9AhBoMMeiecKINDdUd7eZyWbz6K3b3u/e7Z3AdHNxcXu4szq3519Z2c15qojBKodDoEiUAQ6iUD3XmdsbfhwK48vmi8PBboz7d3leYG+ezbmrLtDoKva2CvRJ+GZHgRKBRBoH0UCrfzZerLV4e4Pq+ZvHgl0q8aua4vuLsco76xAqx+xEegmpOQyeqYHgVIBBNpHkUBXD2paNyftq90l6+v6744E+kd/0X754eUnf3oo0PXDywDr9kR/PeguSh13Y6oFWjldch0904NAuzemAoXhsgv07vLh8+bNZ8/3PnS+OfD74pFAP/11a827yz9+eVagq9Z3IoHeXW4MXqfaHRUX0vcUqZQg3/QIQaDDHonnCmQX6PrRFUKrY+UdC/SfLp+0//Svzgp09xKoSKD1sXCj9Y3LJZcy9T1FKiXINz1CEOiwR+K5AskF+vg2m4+/cyzQf35Zf/3h5c9+c1agd5ffHH+rM/nJ7zZR2nsycTORGbIhUCqAQE/Gb//JwR3jzn7nUKA/rmtt3l0+OZbtgy23L4GKBNpEaQNxO7sZsiFQKoBAT8bfOarV0np73dIAgd7UZ9Mbje4JdO9iqM3WH15uzr0Pv9Wd/OR3EWh5OASKQBHohEegO4F+eNkr0PobmzP4354VaP0SqFigB6fwa25nN302BEoFEOjJ+AeO2rKuBdr3GuiP96vNJpsz+Efb7s7Xb3bfF76JVMu4uTaAN5Gmz4ZAqQACPRl/+28O3oWvbbf/nZvGYMcCrc7hqxdCzwp0vXdtqewypuoa0I1A13ufIC2h7ylSKUG+6RGCQIc9Es8VyC7Q/etAG9vtv9i4qmT6WKCb7/zmZX0af1qg9Uugh9/qSX7m++u9+4Hya42nz4ZAqQACPRl/949WF0fXze99EunmonkX51igm03+8vLJ40uetrZ89+yL42/1JD/3F2sdfzI9CLR7YypQGC69QKu3ep5s/1D7cPupn+2n5E8I9Obiz6pNzgn04SVQqUDrD+RfCD/Hec/0IFAq4FugF0V0r9tEt7Nb7eLs7l93cNj38OXGi41AN9+qpPr4Dad2j2OvOOJ2dtrhECgCjSTQMn/21nOcJYpvqNwodO/dpOpGdSd8uhNo8+LoOYHuvQQ6NPm4zcdjUVCmRwoCHfZIPFfA9cJNJdDZ4X6g2uEQKAJFoAiU+4G6nh4hCHTYI/FcAdcLl16g3A/U9/QIQaDDHonnCrheuOwC5X6gxeEQKAJFoNkFyv1Ai8MhUASKQJMLlPuBlodDoAgUgSYXqOLt7Hp+fGkJjndTVgKLcDrZesOp4CEbFSgM53rhRoJAz2LxX3gOP6RwBDrskXiugOuFS34Eyv1Ay8MhUASKQJMLlPuBlodDoAgUgY4W6HAEMjKA+4Fqh0OgCBSBZhco9wMtDodAESgCHSnQuHA/UO1wCBSBIlAEyv1AXU+PEAQ67JF4roDrhRsp0H9Z3Cm8GhYFZXqkINBhj8RzBVwvXPrXQNWwKCjTIwWBDnsknivgeuFGC3T4D1ZTkwrn47S/XF5yCVOFRUGZHikIdNgj8VwB1wuXXqCtPuUKtSgo0yMFgQ57JJ4r4Hrhsgt0z59Cg1oUlOmRgkCHPRLPFXC9cNkFWl3E9M3Rn8qwKCjTIwWBDnsknivgeuGSC3RzALq7fOndMz7KOX02BEoFEOjJHyyQkQFdd2Nq4X6gM2RDoFQAgZ78weUusuCcQPecye3sZsiGQKkAAj35g8tdZMG5U/iDI1BuZzd5NgRKBRDoyR9c7iILzsTZO21v7g1ajEVBmR4pCHTYI/FcAdcLl12gG4O2NxG54TKmObIhUCqAQE/+YImN9Dn3GuiJz6CWvRJqUVCmRwoCHfZIPFfA9cIhUATqenqEINBhj8RzBVwvHAJFoK6nRwgCHfZIPFfA9cJNJND2E5N7tyxu1NW+7X1wNdHN3u/WqP7dqXd2VqMlx92YtMMhUASKQCcR6N4HzlsbPhz5fdF8eSjQnWnvLk8K9N2z0e/3IFDtcAgUgSLQKQRa+bP1ZKvD3R9Wzd88EujWj2c+oH53OfrXbyBQ7XAIFIEi0CkEunp4VbH91eur3SXr6/rvjgT6R3/Rfvnh5Sd/ekqg6/G/P7NHoDfCW4kwPQiUCiDQPkoEenf5oLvtb2Dfv3r9i0cC/fTXrczuLv/45NXtq/EfGTor0JvqB9wcv0Q7HouCMj1SEOiwR+K5Aq4XbgKBrh9doL46VtWxQP/p8kn7T//qlEALXgI9K9D6RYT2RVp+L/z02RAoFUCgJ39w+08ef0Ly8XeOBfrPL+uvP7z82W9OCfTucvzZ9tmPclYvuN5dXnz6I7ezmyMbAqUCCPTkD27/ycEd485+51CgP65rbd5dPjn5AfWCl0DPCXRVv/S5vmjO47mZyOTZECgVQKAnf3D7T3ZyXG+vWxog0Jv6YHCj0VMC/fCyQHRnb6hc7b55m4vb2c2QDYFSAQR68ge3/2Sny51AD+4h125zJND6G5sz+N+eEmjJS6CdN1RuT94R6AzZECgVQKAnf3D7Tw4VuG7esul5DfTHzTHhN9UZ/P62N9tL8ffeNx9+6VGXQNs7MiHQGbIhUCqAQE/+4O2/OXgXvhLowXfqG3I+Fmh1Dl+9EHpKoOtqYx2BNrtfN++/r3gNdPpsCJQKINCTP3j7b/avA20Eun+ot6pk+ligm+/85mV9Gv/IkUUvgZ5/E6l++73a41p2IahFQZkeKQh02CPxXAHXCzfxJ5Ga6+b3jvVuLpoXIY8FutnkL6uLQU8I9N2zEs91XMbUvrPFdaBzZEOgVACBnvzBu39UXab+ZPuH2ofbz8JvPyV/QqA3F39WbXJCoDdFn7k8I9DmEvrmUFf2WU6LgjI9UhDosEfiuQKuF26a29mtdndj2t2/7uhuTHu3a2oEuvlWJdUTAh1/K7s6+bm/WLWhynb7gEVBmR4pCHTYI/FcAdcLN9H9QFuF7r2bVN2o7oRPdwJtXhw9+Tmmord6uBuTdjgEikAR6FQCnZ3Bce4uy96Ltygo0yMFgQ57JJ4r4HrhEOgxCHTSbAiUCiDQkz+4xEJ2IFDtcAgUgSJQBHoMAp00GwKlAgj05A8usZAdCFQ7HAJFoAgUgR6DQCfNhkCpAAI9+YNLLGQHAtUOh0ARKAJFoMcg0EmzIVAqgEBP/uASC9mBQLXDIVAEikAR6DEIdNJsCJQKpBLocEosZAcC1Q6HQBEoAkWgxyDQSbMhUCqQSKBxQaDa4RAoAkWgCPQYBDppNgRKBRBoABCodjgEikARKAI9BoFOmg2BUgEEGgAEqh0OgSJQBIpAtbAoKNMjBYEOeySeK+B64RDoau/KK8mvRbIoKNMjBYEOeySeK+B64bILdO+3MSHQObIhUCqAQANwRqDrCwTqenqEINBhj8RzBVwvXHKBin8b/AMWBWV6pCDQYY/EcwVcL1xygW7O4L9Q+gEWBWV69kMO4lG9LbNRAY1sCDQC5wT6yfdKP8CioEzPfkgEWv5QIlfA9cIlF+j9SusMnumZ/BR+yL9EoMMeiecKuF647AK9uSi7bP4xFgVlerpj92+DQIc9Es8VcL1w2QV6vxa99b6HRUGZnu7Y/dsg0GGPxHMFXC9ccoEeXgbKZUzTZ0OgVACBBgCBaodDoAgUgSJQBOp6ejpj92+DQIc9Es8VcL1wyQWqiEVBmZ7u2P3bINBhj8RzBVwvHALVwqKgTE937P5tEOiwR+K5Aq4XDoFqYVFQpqc7dv82CHTYI/FcAdcLh0C1sCgo09Mdu38bBDrskXiugOuFSy5Q3kQqD4dAESgCRaAI1PX0dMbu3waBDnsknivgeuEQKAJ1PT2dsfu3QaDDHonnCrheuOQC3UN6YyaLgjI93bH7t0Ggwx6J5wq4XjgEuuPDS5FBLQrK9HTH7t8GgQ57JJ4r4HrhEOgDNxdPBD/AoqBMT3fs/m0Q6LBH4rkCrhcOgT5wd8lroJNnQ6BUAIEGYIBAZXe2sygo09Mdu38bBDrskXiugOuFQ6A7bi5EN1e2KCjTU+22iF29LbNRAY1sCDQCgy5jkvyCOYuCMj2l/jwKh0BDV8DxwiHQPUT3prcoKNOjtHAINH0FEKiMAQKVvAfP9LieHgSavgIIVAY3E9EOF2l6EGj6CiBQGQhUO1yk6UGg6SuAQGWc+73wSr+Tk+lxPT0INH0FEKiMs6+BSt5538eioEwPAqUCrhcOgSLQBNODQNNXAIHKOHcKL7p4fh+LgjI9CJQKuF647AIVfn5zD4uCMj0IlAq4XrjkAuWGyuXhIk0PAk1fAQQqA4Fqh4s0PQg0fQUQqAwEqh0u0vQg0PQVQKAyuJBeO1yk6UGg6SuAQGUgUO1wkaYHgaavAAKVgUC1w0WaHgSavgIIVAYC1Q4XaXoQaPoKIFAZCFQ7XKTpQaDpK4BAZSBQ7XCRpgeBpq8AApWBQLXDRZoeBJq+AghUBgLVDhdpehBo+gogUBkIVDtcpOlBoOkrgEBlIFDtcJGmB4GmrwAClYFAtcNFmh4Emr4CCFQGAtUOF2l6EGj6CiBQGQhUO1yk6UGg6SuAQGUgUO1wkaYHgaavAAKVgUC1w0WaHgSavgIIVIZIoG+fX11dffVD88X7F5svvn20jUVBmR4ESgVcLxwCHcDrq4bamrVMr66+/uloI4uCMj0IlAq4XjgE2s9to87XV1/+qj7+fFpb9PgY1KKgTA8CpQKuFw6B9vO6leXrSp23zbHn2+fbM/otFgVlehAoFXC9cAi0l4+vqiPP+8qdT3c2/fjq6rvDzSwKyvQgUCrgeuEQ6HAqge5sen18Dm9RUKYHgVIB1wuHQAdTH3S+f9Geul9Xh6M1nzf0/PjSEhzvpqwEFuF0svWF01k4m2zjoAKF4VwvXBrk63Bdvfq5E+gtAg00PQg0fQUQqAzxOty2b8I/EmiLxSkS52+cwlMB1wvHKfxAGn8iUO1sCHSSZaYCCFSGUKDXjT9PvQbaYlFQpgeBUgHXC4dAh/Dx1faDnLwLr5wNgU6yzFQAgcqQCHTjz90nN183139yHWio6UGg6SuAQGUIBLrvTz6JpJwNgU6yzFQAgcoQCPR6/84hfBZeNxsCnWSZqQAClVEu0Pr2dVe7WzDdXnE3JsVsCHSSZaYCCFRGuUBvrw4Eyv1AVbMh0EmWmQogUBnckV47XKTpQaDpK4BAZSBQ7XCRpgeBpq8AApWBQLXDRZoeBJq+AghUBgLVDhdpehBo+gogUBkIVDtcpOlBoOkrgEBlIFDtcJGmB4GmrwAClYFAtcNFmh4Emr4CCFQGAtUOF2l6EGj6CiBQGQhUO1yk6UGg6SuAQGUgUO1wkaYHgaavAAKVgUC1w0WaHgSavgIIVAYC1Q4XaXoQaPoKIFAZCFQ7XKTpQaDpK4BAZSBQ7XCRpgeBpq8AApWBQLXDRZoeBJq+AghUBgLVDhdpehBo+gogUBkIVDtcpOlBoOkrgEBlIFDtcJGmB4GmrwAClYFAtcNFmh4Emr4CCFQGAtUOF2l6EGj6CiBQGQhUO1yk6UGg6SuAQGUgUO1wkaYHgaavAAKVgUC1w0WaHgSavgIIVAYC1Q4XaXoQaPoKIFAZCFQ7XKTpQaDpK4BAZSBQ7XCRpgeBpq8AApWBQLXDRZoeBJq+AghUBgLVDhdpehBo+gogUBkIVDtcpOlBoOkrgEBlIFDtcJGmB4GmrwAClYFAtcNFmh4Emr4CCFQGAtUOF2l6EGj6CiBQGQhUO1yk6UGg6SuAQGUgUO1wkaYHgaavAAKVgUC1w0WaHgSavgIIVAYC1Q4XaXoQaPoKIFAZCFQ7XKTpQaDpK4BAZSBQ7XCRpgeBpq8AApWBQLXDRZoeBJq+AghUBgLVDhdpehBo+gogUBkIVDtcpOlBoOkrgEBlIFDtcJGmB4GmrwAClYFAtcNFmh4Emr4CCFQGAtUOF2l6EGj6CiBQGQhUO1yk6UGg6SuAQGUgUO1wkaYHgaavAAKVgUC1w0WaHgSavgIIVAYC1Q4XaXoQaPoKIFAZCFQ7XKTpQaDpK4BAZSBQ7XCRpgeBpq8AApWBQLXDRZoeBJq+AghUBgLVDhdpehBo+gogUBkIVDtcpOlBoOkrgEBlIFDtcJGmB4GmrwAClYFAtcNFmh4Emr4CCFQGAtUOF2l6EGj6CiBQGQhUO1yk6UGg6SuAQGUgUO1wkaYHgaavAAKVgUC1w0WaHgSavgIIVAYC1Q4XaXoQaPoKIFAZCFQ7XKTpQaDpK4BAZSBQ7XCRpgeBpq8AApWBQLXDRZoeBJq+AghUBgLVDhdpehBo+gogUBkIVDtcpOlBoOkrgEBlIFDtcJGmB4GmrwAClYFAtcNFmh4Emr4CCFQGAtUOF2l6EGj6CiBQGQhUO1yk6UGg6SuAQGUgUO1wkaYHgaavAAKVgUC1w0WaHgSavgIIVAYC1Q4XaXoQaPoKIFAZCFQ7XKTpQaDpK4BAZSBQ7XCRpgeBpq8AApWBQLXDRZoeBJq+AghUBgLVDhdpehBo+gogUBkIVDtcpOlBoOkrgEBlIFDtcJGmB4GmrwAClYFAtcNFmh4Emr4CCFQGAtUOF2l6EGj6CiBQGQhUO1yk6UGg6SuAQGUgUO1wkaYHgaavAAKVgUC1w0WaHgSavgIIVAYC1Q4XaXoQaPoKIFAZCFQ7XKTpQaDpK4BAZSBQ7XCRpgeBpq8AApWBQLXDRZoeBJq+AghUBgLVDhdpehBo+gogUBkIVDtcpOlBoOkrgEBlIFDtcJGmB4GmrwAClYFAtcNFmh4Emr4CCFQGAtUOF2l6EGj6CiBQGQhUO1yk6UGg6SuAQGUgUO1wkaYHgaavAAKVgUC1w0WaHgSavgIIVAYC1Q4XaXoQaPoKIFAZCFQ7XKTpQaDpK4BAZSBQ7XCRpgeBpq8AApWBQLXDRZoeBJq+AghUBgLVDhdpehBo+gogUBkIVDtcpOlBoOkrgEBlIFDtcJGmB4GmrwAClYFAtcNFmh4Emr4CCFQGAtUOF2l6EGj6CiBQGQhUO1yk6UGg6SuAQGUgUO1wkaYHgaavAAKVgUC1w0WaHgSavgIIVAYC1Q4XaXoQaPoKIFAZ5gLt+fGlJTjeTVkJLMLpZOsLp7NwNtnGQQUKw7leuDRwBKodLtLhB0eg6SvAEagMBKodLtL0IND0FUCgMhCodrhI04NA01cAgcpAoNrhIk0PAk1fAQQqA4Fqh4s0PQg0fQUQqAwEqh0u0vQg0PQVQKAyEKh2uEjTg0DTVwCBykCg2uEiTQ8CTV8BBCoDgWqHizQ9CDR9BRCoDASqHS7S9CDQ9BVAoDIQqHa4SNODQNNXAIHKQKDa4SJNDwJNXwEEKgOBaoeLND0INH0FEKgMBKodLtL0IND0FUCgMhCodrhI04NA01cAgcpAoNrhIk0PAk1fAQQqA4Fqh4s0PQg0fQUQqAwEqh0u0vQg0PQVQKAyEKh2uEjTg0DTVwCBykCg2uEiTQ8CTV8BBCoDgWqHizQ9CDR9BRCoDASqHS7S9CDQ9BVAoDIQqHa4SNODQNNXAIHKQKDa4SJNDwJNXwEEKgOBaoeLND0INH0FEKgMBKodLtL0IND0FUCgMhCodrhI04NA01cAgcpAoNrhIk0PAk1fAQQqA4Fqh4s0PQg0fQUQqAwEqh0u0vQg0PQVQKAyEKh2uEjTg0DTVwCBykCg2uEiTQ8CTV8BBCoDgWqHizQ9CDR9BRCoDASqHS7S9CDQ9BVAoDIQqHa4SNODQNNXAIHKQKDa4SJNDwJNXwEEKgOBaoeLND0INH0FEKgMBKodLtL0IND0FUCgMhCodrhI04NA01cAgcpAoNrhIk0PAk1fAQQqA4Fqh4s0PQg0fQUQqAwEqh0u0vQg0PQVQKAyEKh2uEjTg0DTVwCBykCg2uEiTQ8CTV8BBCoDgWqHizQ9CDR9BRCoDASqHS7S9CDQ9BVAoDIQqHa4SNODQNNXAIHKQKDa4SJNDwJNXwEEKgOBaoeLND0INH0FEKgMBKodLtL0IND0FUCgMhCodrhI04NA01cAgcpAoNrhIk0PAk1fAQQqA4Fqh4s0PQg0fQUQqAwEqh0u0vQg0PQVQKAyEKh2uEjTg0DTVwCBykCg2uEiTQ8CTV8BBCoDgWqHizQ9CDR9BRCoDASqHS7S9CDQ9BVAoDIQqHa4SNODQNNXAIHKQKDa4SJNDwJNXwEEKgOBaoeLND0INH0FEKgMBKodLtL0IND0FUCgMhCodrhI04NA01cAgcpAoNrhIk0PAk1fAQQqA4Fqh4s0PQg0fQUQqAwEqh0u0vQg0PQVQKAyEKh2uEjTg0DTVwCBykCg2uEiTQ8CTV8BBCoDgWqHizQ9CDR9BRCoDASqHS7S9CDQ9BVAoDIQqHa4SNODQNNXAIHKQKDa4SJNDwJNXwEEKgOBaoeLND0INH0FEKgMBKodLtL0IND0FUCgMhCodrhI04NA01cAgcpAoNrhIk0PAk1fAQQqA4Fqh4s0PQg0fQUQqAwEqh0u0vQg0PQVQKAyEKh2uEjTg0DTVwCBykCg2uEiTQ8CTV8BBCoDgWqHizQ9CDR9BRCoDASqHS7S9CDQ9BVAoDIQqHa4SNODQNNXAIHKQKDa4SJNDwJNXwEEKgOBaoeLND0INH0FEKgMBKodLtL0IND0FUCgMhCodrhI04NA01cAgcpAoNrhIk0PAk1fAQQqA4Fqh4s0PQg0fQUQqAwEqh0u0vQg0PQVQKAyEKh2uEjTg0DTVwCBykCg2uEiTQ8CTV8BBCoDgWqHizQ9CDR9BRCoDASqHS7S9CDQ9BVAoDIQqHa4SNODQNNXAIHKQKDa4SJNDwJNXwEEKgOBaoeLND0INH0FEKgMBKodLtL0IND0FUCgMhCodrhI04NA01cAgcpAoNrhIk0PAk1fAQQqA4Fqh4s0PQg0fQUQqAwEqh0u0vQg0PQVQKAyEKh2uEjTg0DTVwCBykCg2uEiTQ8CTV8BBCoDgWqHizQ9CDR9BRCoDASqHS7S9CDQ9BVAoDIQqHa4SNODQNNXAIHKQKDa4SJNDwJNXwEEKgOBaoeLND0INH0FEKgMPYG+f3F1dfXto29bFJTpQaBUwPXCIdCxvH1+VfH1T0fftygo04NAqYDrhUOgI9kcfz6tLXp8DGpRUKYHgVIB1wuHQEdy2xx7vn3+1Q+Hf2FRUKYHgVIB1wuHQEfyujn0/Pjq6rvDv7AoKNODQKmA64VDoOP4+OrLX9V/uD4+h7coKNODQKmA64VDoON4/6I9db+uXgqt+byh58eXorMbm3AmD9Fk4WyyjUMpg80jmTfbFBUwWrg0aAv0dpxAtZ4+mxLMms31aPcs3CiUMtg8klmzTVIBo4XLgp1AW3qO9GUY716E52zG4e6pQI3nbNbhdLziHwRqhedsCHQSPGdDoDrYvQbaYvwsme5ehOdsCHQSPGdDoDrM/C68+Fky3b0Iz9kQ6CR4zoZAddC7DrS+/nPsdaDiZ8l09yI8Z0Ogk+A5GwLVYeZPIomfJdPdi/CcDYFOgudsCFSHmT8LL36WTHcvwnM2BDoJnrMhUB3ULue6vSq5G5P4WTLdvQjP2RDoJHjOhkB1mPl+oOJnyXT3IjxnQ6CT4DkbAtVh5jvSi58l092L8JwNgU6C52wIVAcEaoXnbAh0EjxnQ6A6IFArPGdDoJPgORsC1QGBWuE5GwKdBM/ZEKgOCNQKz9kQ6CR4zoZAdUCgVnjOhkAnwXM2BKoDArXCczYEOgmesyFQHRCoFZ6zIdBJ8JwNgeqAQK3wnA2BToLnbAhUBwRqhedsCHQSPGdDoDogUCs8Z0Ogk+A5GwLVAYFa4TkbAp0Ez9kQqA4I1ArP2RDoJHjOhkB1QKBWeM6GQCfBczYEqgMCtcJzNgQ6CZ6zIVAdEKgVnrMh0EnwnA2B6oBArfCcDYFOgudsCFQHBGqF52wIdBI8Z0OgOiBQKzxnQ6CT4DkbAtUBgVrhORsCnQTP2RCoDgjUCs/ZEOgkeM6GQHVAoFZ4zoZAJ8FzNgSqAwK1wnM2BDoJnrMhUB0QqBWesyHQSfCcDYHqgECt8JwNgU6C52wIVAcEaoXnbAh0EjxnQ6A6IFArPGdDoJPgORsC1cFcoKZ8/vncCc7jOZvvcKPw/Eg8Z/MdLg4I1ArP2XyHG4XnR+I5m+9wcUCgVnjO5jvcKDw/Es/ZfIeLAwK1wnM23+FG4fmReM7mO1wcEKgVnrP5DjcKz4/Eczbf4eKAQK3wnM13uFF4fiSes/kOFwcEaoXnbL7DjcLzI/GczXe4OMQWKADAjCBQAIBCECgAQCEIFACgEAQKAFAIAgUAKASBAgAUgkABAApxLdC3z7/+affF7dXVl79q//zx1dXVd13/8vrp5n9eX31rEOr9i6e7P11dHfyI+SO24aof3vLVD27ClUAFCsMtpwK+8SzQzXN8OD27Z/Pt8+5n//bK7tl/ffX0IcQGVxHbcGemx8X6jYIKlIZbTAWc41mg14+q+fThb+Z69l9vU2wOPp7WPXz4IbNHfP3w82vePt8dccwfrgQqUByuJXwFnONYoNV/Iw+m59//t/a/pR9fffmf53n260OOp+3PqMO9fb77D/zcEffC3bchDkbbwfqNhAqUh7tvQwSvgHf8CnTz1P/i8AWwr/93+5S/ff4fXjV/rE9Umo1eX31323zRnL08rZ79owmUsvnP9tPbtqBttz6+eujhvBH3w22/42z9RkIFBOG233G2fkvDr0BfXz09egfh6//zvOnG9dV/7YxiUgAABMNJREFUb5792/ZVnu/q7f+6fcXn4dn/L8+PXqIScr05HbrdvsbUnhpdP/xHet6Ie+EaNmeYe8cYHtZvJFSgPFxD+Aq4x61Aq9Oj4+n5v6/qE5CPr776+/rZ3/zHsTnPqIrcvPhzW1dhe/5RPfGbjTrfbRwfrK7g+xftydD1Q2Hnj3gwPdcHxyLzhxsLFRCEuz9O5iLc8vAq0PcvNs/o8fT8dF0/kW+fP23Omrb1qN94fN38Z7I+rdo++w/f0eN4em4PpmfmiPvTc3j04SDcSKiAJNx9kzB2BQLgVaD1U/ZoeppnddOB+tnfvfZUv5jfXr5x3fxHtHn2H76jR8/0zBtxf3puD0+85g83EiogCffwI+8PvvSwfkvCqUCb174fTU9d2c3pxw/1E18folTU327/K3nw7D98R4+e6Zk34l6Y/bc2fIQbBxUQhauIXoEI+BRoe/Hao+mp3iesTj/u22e/LfCs03P4AtjMEfemZ//iGh/hRkEFZOEqglcgBD4Fen21Y+9jFJtnv3par7enHrMefpx5C3bmiAfHQk+P/mrucKOgArJwR390Em55BBPo5nn++1f1OciJF3AmnZ76v+T3jy4CnDni3sgcv/A/f7hRUAFhuPvwFQiBT4G2PD5/2zyjv6iuZDv5FuK003PyYyhzR3yYnt3hkZ9wJVCB0nCLqYBvogn09uqvq+f946mL2Paf/aYpltNz8oPQc0d8mJ7dq1t+wpVABUrDLaYCvokm0E1nq1Z8PPUxiofnuvn4me30bH+4q4gP03Owdj7ClUAFisMtpQK+iSbQ9sq07Ws3Bx/k3XuuryeYnlM3g5w74kO4o0sAPYQrgQqUh1tIBXzjWqAAAJ5BoAAAhSBQAIBCECgAQCEIFACgEAQKAFAIAgUAKASBAgAUgkABAApBoAAAhSBQAIBCECgAQCEIFACgEAQKAFAIAgUAKASBAgAUgkABAApBoAAAhSBQAIBCECgAQCEIFACgEAQKAFAIAgUV3j27qPhi+/Xd5earJ/fri5/9tv76w8vqrz/9cbaAAAYgUNBgddHS+LLR5earv22/sd7+/ZN5cwKogkBBgXVz7FkdhtaGXDX/v9oadd0efK4wKCwKBApyNuJ8sv1DJcrN+XtzLr9uBLr5uvXm+uKT7+dKCaAOAgU5N1stbk7dK2HuXvncCPXg62oDDkFhOSBQ0GRVqXLPksdfb77BG0mwHBAoqFG/dbQR5ua4c/tu/Lr9eo/twShAfBAoaHCz70cECllAoCBne9XSN80p++49pQeB8sInLBIECnLWuyvoz70GygufsEgQKIh5EOTxu+7t16vdxUu4FBYFAgUxD1Z8uO7z+DrQdoOb6jwfYCkgUJCzbj5gVL9ZVB9rrh9/Emn7fQ5AYUEgUJCze5v901+3R5irc5+Fx5+wJBAoaLB6uIKpef/o9N2Y+BwnLAsECpbwwSNYNAgU9FntHXdyBSgsGAQK+qy377Xv3o4HWCQIFPSpXgCtDHrDBzdh2SBQMOCGD75DChAomLBqPxwPsGQQKABAIQgUAKAQBAoAUAgCBQAoBIECABSCQAEACkGgAACFIFAAgEIQKABAIQgUAKAQBAoAUAgCBQAoBIECABSCQAEACvn/MR93JuBV3qYAAAAASUVORK5CYII=" width="672" /></p>
<p>bos_front graph</p>
<pre class="r"><code>ggplot(cat_sum_df,
aes(x = age, y = run_speed_mean, fill = gt, group = gt)) +
geom_errorbar(aes(ymin = run_speed_mean,
ymax = run_speed_mean + run_speed_se), position = pd_bar, width = 0.5) +
geom_bar(color = "black", stat = "identity", width = 0.7, position = pd_bar) +
facet_grid(~sex)</code></pre>
<p><img 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" width="672" /></p>
<p>This one is working!</p>
<pre class="r"><code>cat_sum_df2 <- cat_df %>%
group_by(age, gt, sex) %>%
summarize_at(vars(run_speed:hind_stepcyc), funs(mean, se))</code></pre>
<pre class="r"><code>pd_bar <- position_dodge(width = 0.9)
ggplot(data = cat_sum_df,
aes(x = age, y = run_speed_mean, fill = gt,
group = gt)) +
geom_errorbar(aes(ymin = run_speed_mean - run_speed_se,
ymax = run_speed_mean + run_speed_se), width = 0.5, position = pd_bar) +
geom_bar(color = "black", stat = "identity", width = 0.7, position = pd_bar) +
facet_grid(~sex) +
theme_bw() +
scale_fill_manual(values = c("white","black")) +
theme(legend.position = "NULL",
legend.title = element_blank(),
axis.title = element_text(size = 20),
legend.background = element_blank(),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
axis.text = element_text(size = 12))</code></pre>
<p><img 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L6aw9H8x/P3FT+qk4Cq06+ZDwR0IwrmuZegOKBDKPfPdg5Pgh6O2xe7o1tdBLchoEX0a+YDAd2IgnnuJVgU0P2e5sle5+Elpe0ugtsQ0CL6NfOBgG5EwTz3EqwK6HA4f3jtffiHzstIBFSdfs18IKAbUTDPvQSrDuGHV+SPh+3vtJ4EJaDq9GvmAwHdiIJ57iVY9CLSMqDHl97fcSZSt2ukXzMfCOhGFMxzL8Gy94Huozmc1fnx4gcEtBFhxZ0goBtRMM+9xuQBHaK5P1Qf3se0f97zZNd0m4vgNgQ0h7kTBHQjCua5l5g8oMOr7ftqDl/vnwQdvuY50DbENXeCgG5EwTz3EpMHdL6a3fEk+A9fz77c7CK4DQHNYe4EAd2IgnnuJVZwObvpaiLT4fp4abthv3O6RhPvA21DXHMnCOhGFMxzL7GSK9K/GzfHGNDxeP4AZyJtlKolrrkTBHQjCua5l1j5R3pMz3eeXF1Z6XJMBLSUuOZOENCNKJjnXmJlHyo3ZHOu5bvjBlK6lggBLSauuRMEdCMK5rmXWOnHGr8/PN95KKjW5UAJaDFxzZ0goBtRMM+9xDZ8Lrzy9egJaDlxzZ0goBtRMM+9xDYEVB0CWkpccycI6EYUzHMvMQJ658u7kbkTBHQjCua5lxgBvfPl3cjcCQK6EQXz3EuMgN758m5k7gQB3YiCee4lRkDvfHk3MneCgG5EwTz3EqsI6HRK5/Dmpe9//bWqi+A2BDSHuRMEdCMK5rmXWPn7QGfGgH6mdRr85CK4DQHNYe4EAd2IgnnuJVYW0OnSISNDQMcz4rXOQyKg5cQ1d4KAbkTBPPcSKwro+8VW+fDwb7W30hPQUuKaO0FAN6JgnnuJlQT05BJMQ0DnK4pwLnzg5d3I3AkCuhEF89xLrCCg8/H7bodzKOl4Bvy8S6r0PCgBLSWuuRMEdCMK5rmXWEFAx6uHjHubh4DOO6FKB/EEtJS45tVzKPvjBHQjCubtl5glVZ+JtAjoVNDPb/5WkYvgNgQ0h3n1HMr+OAHdiIJ5+yVmSdWnci4DOu6Y8plIbYhrvoqOGQHdiIJ5t0tMharPhT8JKJ/K2W6NxDVfhYB2cT8pmHe7xFQQB3T58e8nAR1eW+Jz4dsQ13wVAtrF/aRg3u0SU0Ec0KGT+x3Nk4Auy7rRRXAbAprDfBUC2sX9pGDe7RJTgYDe+fJuZL4KAd1yP6n9bQXzbpeYCtsDyiF8uzUS13wVArrlflL72wrm3S4xFYqeA91//jsvInWyRuKar0JA9e+nir+iYN7tElOh7FX4+ZQj3sbUyRqJa74KAdW/nwioPvKADqdtzofqy4COZ3PyRvo2xDVfhYDq308EVB95QMdT4adj9UVAx/OTOJVzo1Qtcc1XIaD69xMB1afgXPjjae/HgI7nx3MxEQKqDgHVv58IqD4FAR1eRnozvpI0B3R/eWWtC4IS0FLimq9CQPXvJwKqT/X1QI/sX5vf7iK4DQHNYb4KAdW/nwioPkVXpL9eUJ1XkF4JaDlxzVchoPr3EwHVp+wzkeaj+CVqH+hBQMuJa74KAdW/nwioPqWfyrn4WLkRtd3PVwJaTlzzVQio/v1EQPWp+Fz444G8Zj1fCWg5cc1XIaD69xMB1acioGYQ0FLimq9CQPXvJwKqDwHtZnlXENd8FQKqfz8RUH0IaDfLu4K45qsQUP37iYDqQ0C7Wd4VxDVfhYDq308EVB8C2s3yriCu+SoEVP9+IqD6FAb06fom4oLKbYhrvgoB1b+fCKg+JQG98jb6GQLahrjmqxBQ/fuJgOpTENDz99AvIKBtiGu+CgHVv58IqD7ygN7e/ySgBFQdAqp/PxFQfcquSH8LAtqGuOarEFD9+4mA6lP2mUhan350w0VwGwKaw3wVAqp/PxFQfYo+lbP20p/fffHw9vCPH7562PHlNRfBnyKgOcxXIaD69xMB1afoc+ErP7tjSOYhoI8PE7/43aWL4G8R0BzmqxBQ/fspQkAbbJZNFAW0cgd0aOY+oM8Pez759sJF8LcIaA7zVQio/v1EQPUpCmjda0UvD8eA7g7mH3755+l7n164CP4YAc1hvgoB1b+fIgRUzdyJoudAq/ZAp+c854A+7ru5K+nFQTwBLSWu+SoEVP9+IqD6yF+FH87irLiC8t++efjkn/cB3cV0f+T+fPlCEgEtJa75KgRU/34ioPrIA3r8MPgidqF8+7wP6G6/c3/gvvtyOJY/cRH8OQKaw3wVAqp/PxFQfQpO5azaBd118svXQ0AXu53DnunZy0gEtJS45qsQUP37iYDqUxDQ8Z2ghW9k2mVyt5+5DOjb40/OnwQloKXENV+FgOrfTwRUn/KrMRUl9HGs5KGbjydvCD0E9Gczgj9IQHOYr0JA9e8nAqpP2fVAb1wO9Ob7m16mQ/ZFQI97nQR0O3HNVyGg+vcTAdWnKKDvbm2iGwH94avphaIbAV2c3zm5CHwJaA7zVQio/v1EQPUxvR7o4/w60doe6N5F4EtAc5ivQkD17ycCqo/l9UAvXzsioLrENV+FgOrfTwRUH8PrgR7f9Mmr8EbENV+FgOrfTwRUn9Lrgf70T+I/fbxuyMSXhxeVBngfqAJxzVchoPr3EwHVx/B6oFcCyplIusQ1X4WAVtxP+qMomBPQkfLrgV4JKOfC6xLXfBUCWn4/GQyj8CcJ6MiG64EunvrkakyqxDVfhYCW308GDw4FcwI6MhzC13523DPXA7UhrvkqBLT8fiKg/hS9iLR9D5Qr0qsS19zg6bprEND25gR0YngbU8X1QAee+UwkGzBfgYC2NyegE8MxfMGbmJYsA8qnciqC+QoEtL05AZ0ZdkHrPpZT6iK4DQHFvMCcgLY3J6B7hoJWXJNe7iK4DQHFvMCcgLY3J6AHhk/1qH4pXuAiuA0BxbzAnIC2NyegEz9yMSalqBLQUjBfgYC2NyegEwTUdo3UgPkKBLS9OQGdIKC2a6QGzFcgoO3NCegEAbVdIzVgvgIBbW9OQCcIqO0aqQHzFQhoe3MC6gUBLQXzFQhoe3MC6gUBLQXzFQhoe3MC6gUBLQXzFQhoe3MC6gUBLQXzFQhoe3MC6gUBLQXzFQhoe3MCKma4YNOGy40Q0FIwX4GAtjcnoGIIqDOYr0BA25sTUDEE1BnMVyCg7c0JqBgC6gzmKxDQ9uYEVAwBdQbzFQhoe3MCKoaAOoP5CgS0vTkBFUNAncF8BQLa3pyAiiGgzmC+AgFtb05AxRBQZzBfgYC2NyegYgioM5ivQEDbmxNQMQTUGcxXIKDtzQmoGALqDOYrEND25gRUDAF1BvMVCGh7c6G6wyAWEFAylNicgLY3l0j5jGIBAY1872G+AgFtby4LqLq5EwSUDCU2J6DtzQmoGALqDOYrEND25gRUDAF1BvMVCGh7cwIqhoBKHZT+tru5Gk7mBLS9OQEVQ0ClDkp/291cDSdzAtrenICKIaDKZuu/0oV5BU7mBLS9OQEVQ0CVzdZ/pQvzCpzMCWh7cwIqhoAqm63/ShfmFTiZE9D25gRUDAFVNlv/lS7MK3AyJ6DtzQmoGAKqbLb+K12YV+BkTkDbmxNQMQRU2Wz9V7owr8DJnIC2NyegYgiostn6r3RhXoGTOQFtb05AxRBQZbP1X+nCvAIncwLa3pyAiiGgymbrv9KFeQVO5gS0vTkBFUNAlc3Wf6UL8wqczAloe3MC6gUBLf+VLswrcDInoO3NCagXBLT8V7owr8DJnIC2NyegXhDQ8l/pwrwCJ3MC2t78vgP6/WeSTfST36u4CG5DQDs0r8DJnIC2Nyeg6xBQBQiovjkBbW9OQNchoAoQUH1zAtrenICuQ0AVIKD65gS0vTkBXYeAKkBA9c0JaHvz+w7okuF98m+WtXwa//2hmovgNgS0Q/MKnMwJaHtzAjoz9fPzk+/95ee7b/30T0ougtsQ0A7NK3AyJ6DtzQnozLC/eXGsPlZVaR+UgJb/ShfmFTiZE9D25gR0YtjZvPJc51DQD77WcRHchoB2aF6BkzkBbW9OQCeGHdBrVwp5f+P7FS6C2xDQDs0rcDInoO3NCejIzT3N4XV6nWdBCWj5r3RhXoGTOQFtb05AR252cigrb2NSgIDqmxPQ9uYEdISAblwjNWbrv9KFeQVO5gS0vTkBHRkCerWTN39Q7iK4TeCAGgziZG6AkzkBbW/ePqD6W/pI0XOgZ28CnRheXOI5UMnA+qNY/E0fnMwJaHtzAjrx7s3VPc3xXE9ehc9sboGTOQFtb94+oEZjjsgDOrxd6XJXc+wn7wNNbW6BkzkBbW9OQCemMznPWjlWlTORCGgpTuYEtL05AZ0Zz3t/s8jlfHERpZeQCGiv5hY4mRPQ9uYEdM/TjQ107aWlKhfBbeJmKK65BU7mBLS9OQE9cL2gWv0koJ2aW+BkTkDbmxPQI/uj+AVa17J7JaC9mlvgZE5A25sT0CXvT7eN1tOfk4vgNnEzFNfcAidzAtrenICecdgNVXr30tFFcJu4GYprboGTOQFtb05AvSCgfZpb4GROQNubE1AvCGif5hY4mRPQ9uYE1AsC2qe5BU7mBLS9OQH1goD2aW6BkzkBbW9OQL0goH2aW+BkTkDbmxPQM47nv3//6681HA4ugtvEzVBccwuczAloe3MCuuTwPtAxoJ9pXcluchHcJm6G4ppb4GROQNubE9Aj48XrJoaAju8I1TsViYD2aW6BkzkBbW9OQA8sT0P68PBvtbORCGif5hY4mRPQ9uYEdM/JmfBDQOeLi2jtgxLQPs0tcDInoO3NCejMfPy+2+EcSjpeFXTeJVV6HpSA9mlugZM5AW1vTkBnhg9FmvY2DwGdd0KVDuIJaJ/mFjiZE9D25gR0YjyA//Dw5f669GNBdS4JSkD7NLfAyZyAtjcnoBOLjy9eBnTcMdX5UCQC2qe5BU7mBLS9OQGdGEI572meBHT4B58Ln9ncAidzAtrenICODJ8gt3+u8ySgw2tLOk+CEtA+zS1wMieg7c0J6MjQyf2O5klAl2Xd6CK4TdwMxTW3wMmcgLY3J6AjBLTDNeJjboGTOQFtb05AR24GlEP4dmvEx9wCJ3MC2t6cgI4MO5r7D0HiRaRO1oiPuQVO5gS0vTkBnRhehZ9POeJtTJ2sER9zC5zMCWh7cwI6MZy2OR+qLwM6ns3JG+kzm1vgZE5A25sT0InxVPjpWH0R0PH8JE7lTG1ugZM5AW1v3iygHuIl58IfT3s/BnQ8P56LiRDQUpzMCWh789wPjoKADi8jvRlfSZoDur+8stYFQQlon+YWOJkT0PbmuR8c1dcDPbJ/bX4zBLRPcwuczAloe/PcD46iK9JfL6jOK0ivBLRXcwuczAloe/PcD46yz0Saj+KXqH2gBwHt1dwCJ3MC2t4894Oj9FM5Fx8rN6K2+/lKQHs1t8DJnIC2N8/94Kj4XPjjgbxmPV8JaK/mFjiZE9D25rkfHBUBNYOA9mlugZM5AW1vnvvBQUAJaAuczAloe/PcDw4CSkBb4GROQNub535wEFAC2gIncwLa3jz3g4OAEtAWOJkT0PbmuR8cFQEdr780ngv//a+/lkxOCgHt09wCJ3MC2t4894OjNKDv9397DOhnahcSGV0Et4m7peOaW+BkTkDbm+d+cJQFdPE2+iGg4ztCda5GP7oIbhN3S8c1t8DJnIC2N8/94CgK6PvF3/7w8G+1kzkJaJ/mFjiZE9D25rkfHNVXYxoC+jR9qbUPSkD7NLfAyZyAtjfP/eAoCOh8/L7b4TxcUHneJeWCyqnNLXAyJ6DtzXM/OAoCOl59ftzbXHykx/Ey9dshoH2aW+BkTkDbm+d+cMgDOh7Af3j4cv+hcmNB+VC5zOYWOJkT0PbmuR8c8oAOpZyf7eRjjSu2dFxzC5zMCWh789wPjrLPhZ/3NE8COvxD52UkAtqnuQVO5gS0vXnuB4c4oMPF6PfPdZ4EdHhtSedJUALap7kFTuYEtL157geHOKBDJ/c7micBXZZ1GwS0T3MLnMwJaHvz3A8OAkpAW+BkTkDbm+d+cGwPKIfwsi0d19wCJ3MC2t4894Oj6DnQ/SfA8yJSxZaOa26BkzkBbW+e+8FR9ir8fMoRb2Oq2NJxzS1wMieg7c1zPzjkAR1O25wP1ZcBHc/m5I30mc0tcDInoO3Ncz845AEdT4WfjtUXAR3PT+JUztTmFjiZE9D25rkfHAXnwh9Pez8GdDw/nouJ5F4jFjiZE9D25rkfHAUBHV5GejO+kjQHdH95Za0LghLQPs0tcDInoO3Ncz84qq8HemT/2vxmCGif5hY4mRPQ9ua5HxxFV6S/XlCdV5BeCWiv5hY4mRPQ9ua5H0zjSOgAACAASURBVBxln4k0H8UvUftADwLaq7kFTuYEtL157gdH6adyLj5WbkRt9/OVgPZqboGTOQFtb577wVHxufDHA3nNer4S0F7NLXAyJ6DtzXM/OCoCagYB7dPcAidzAtrePPeDg4AS0BY4mRPQ9ua5HxwElIC2wMmcgLY3z/3gIKAEtAVO5gS0vXnuBwcBJaAtcDInoO3Ncz84KgL6fv/nFd8COrkIbhN3S8c1t8DJnIC2N8/94CgN6PvTEVQbSkD7NLfAyZyAtjfP/eAoC+j7yzF0LkY/uQhuE3dLxzW3wMmcgLY3z/3gKArou2uDqF1LhIB2am6BkzkBbW+e+8FREtCn66NwNabka8QCJ3MC2t4894OjIKD74/eTz+Mc4HqgudeIBU7mBLS9ee4Hhzyg05WYznY3p6hyRfrU5hY4mRPQ9ua5HxxlHyp3+ZLRuBfKZyKlNrfAyZyAtjfP/eAo+1jjKy+5jwXV2QUloH2aW+BkTkDbm+d+cIgDOhzBX325aNgz5XPhM5tb4GROQNub535wiAM67Glefc/nzR8UQ0D7NLfAyZyAtjfP/eAoCujVHc1h11TnSVAC2qe5BU7mBLS9ee4HBwEloC1wMieg7c1zPziKngO92kkO4WVbOq65BU7mBLS9ee4Hh/xV+OE8pGsfgsSLSLItHdfcAidzAtrePPeDQx7QYU/zyi7o+DYmnU+XI6B9mlvgZE5A25vnfnAUnMo57IJeFHQ8P0lnB5SAdmpugZM5AW1vnvvBUXwxkdP3zI8fccy58LnXiAVO5gS0vXnuB0fR5eymyzEd307/7uzfGyGgfZpb4GROQNub535wlD0HKmDD7igB7dPcAidzAtrePPeDg4AS0BY4mRPQ9ua5HxwElIC2wMmcgLY3z/3gIKAEtAVO5gS0vXnuBwcBJaAtcDInoO3Ncz84Kj4X3gwC2qe5BU7mBLS9ee4HBwEloC1wMieg7c1zPzgIKAEtclD6207mBLS9ee4HBwEloEUOSn/byZyAtjfP/eAgoAR0MxV/xcmcgLY3z/3g2BDQ8cROrfPgRxfBbeJu6bjmNWbrv+JiTkDbm+d+cBQG9P3h2snjZUQGdC6mPLoIbhN3S8c1rzFb/xUXcwLa3jz3g6MooMO1k+ddzkM/FXdCCWif5jVm67/iYk5A25vnfnAUX85uyuV4GdA9WvugBLRP8xqz9V9xMSeg7c1zPzgKAjrtdE4Xr3t/Ms7Ht3+pBALap3mN2fqvuJgT0PbmuR8c8oDudzrHj+8YrwQ67Iy+33+hAAHt07zGbP1XXMwJaHvz3A8OeUCnHdBpZ3M8L37aFx2/zWciZTavMVv/FRdzAtrePPeDo+xTOfcXnx/3Oz88fp9P5cxsXmO2/isu5gS0vXnuB4c8oMNR+8eLr/e7ncMuKJ8Ln9m8xmz9V1zMCWh789wPDnFAh6dA9891jkfw+38sf7ANAtqneY3Z+q+4mBPQ9ua5HxzigA7R3O9oLo/gCahwS8c1rzFb/xUXcwLa3jz3g6MqoCefb0xAZVs6rnmN2fqvuJgT0PbmuR8cNQEd39B0+DBjAirb0nHNa8zWf8XFnIC2N8/94Kh5DnR859LhdSNeRJJt6bjmNWbrv+JiTkDbm+d+cBQFdN7rPDmC521Mwi0d17zGbP1XXMwJaHvz3A+OsveBjqFcvIt+/y+dczkJaJ/mNWbrv+JiTkDbm+d+cBSeibQ7Vp8+nXN/0D79izORMpvXmK3/ios5AW1vnvvBUX4u/MS8zzm+o17rckwEtE9zhWFamRPQ9ua5HxwFV2NaXoFpejnpaf6Xzg4oAe3WXH8Ygz95DQLa3jz3g6P4eqATny+/ofMSEgFNa94uKQS0vXnuB0fRFekPBZ13Oad9Uq1+EtCs5gTUZ7YEVFldMHDhZyKNz3keXnNXvJTd6CK4TdwtfcfmBNRntgRUWV0w8KaPNf7+M80P5SSgWc0JqM9sCaiyumBgPhc+TIbimhNQn9kSUGV1wcAENEyG4poTUJ/ZElBldcHABDRMhuKaE1Cf2RJQZXXBwKoBHd5rv+GsTgKa1JyA+syWgCqrCwYmoGEyFNecgPrMloAqqwsGJqBhMhTXnID6zJaAKqsLBiagYTIU15yA+syWgCqrCwYmoGEyFNecgPrMloAqqwsGJqBhMhTXnID6zJaAKqsLBiagYTIU15yA+syWgCqrCwYmoGEyFNecgPrMloAqqwsGJqBhMhTXnID6zJaAKqsLBiagYTIU15yA+syWgCqrCwYmoGEyFNecgPrMloAqqwsGJqBhMhTXnID6zJaAKqsLBiagYTIU15yA+syWgCqrCwYmoGEyFNecgPrMloAqqwsGJqBhMhTXnID6zJaAKqsLBrYO6HdfPOz4xe+O3/nhq+E7X15zEQwRd0vfsTkB9ZktAVVWFwxsG9AplgOffDt/63H+xrKpexfBEHG39B2bE1Cf2RJQZXXBwKYBPfbzUNDn828sXQRDxN3Sd2xOQH1mS0CV1QUDmwb0eX+sPux2fjp8MRzR//LPr68v+2+cuAiGiLul79icgPrMloAqqwsGtgzosAP6dvryed7jfNx3c1fSi4N4AprUnID6zJaAKqsLBrYM6MtxL/Nv34wt3SV1f+T+fPlCEgFNak5AfWZLQJXVBQNbBnTZyMcxoLv9zn1Sd18Ox/InLoIh4m7pOzYnoD6zJaDK6oKBvd4H+jgesS+SutsnPX8ZiYAmNSegPrMloMrqgoGdAro7dh/2N58PT4oOAT1/EpSAJjUnoD6zJaDK6oKBnQI673o+HgM675POEhOCIeJu6Ts2J6A+syWgyuqCgX0Cun/CcxFNAno/5gTUZ7YEVFldMLBLQHf9nJ7vPA3ocW90dhEMEXdL37E5AfWZLQFVVhcM7BHQl8NpRzf2QPcugiHibuk7NiegPrMloMrqgoEdAnrsJwG9T3MC6jNbAqqsLhjYPqCPD8c3fPIq/F2aE1Cf2RJQZXXBwKoBvcJwCtLxpPcX3gd6j+YE1Ge2BFRZXTCwcUCHi4d8efJPzkS6P3MC6jNbAqqsLhjYNqDnlwzhXPi7NCegPrMloMrqgoELA/qXn18d6Ce/v3rrXS/Pnufkakz3aE5AfWZLQJXVBQMXBfT9rYGuB3S+BNMSrgd6j+YE1Ge2BFRZXTBwSUDf3RzoekBfHk4YW8oV6e/QnID6zJaAKqsLBi4I6M39zxsBHXZALwLKZyLdoTkB9ZktAVVWFwwsD+j3n90e6GpAl5+IdAwon8p5f+YE1Ge2BFRZXTCwPKDzDujnhTMrgIAmNSegPrMloMrqgoHlAR2fAf2wcF5FENCk5gTUZ7YEVFldMLA4oMNpmm9++qfSiZVAQJOaE1Cf2RJQZXXBwOKAjk+B3vi8DiUIaFJzAuozWwKqrC4YuCigH3xdOK0yCGhScwLqM1sCqqwuGLgooDdOONKCgCY1J6A+syWgyuqCgYueA2UPdMOWvmNzAuozWwKqrC4YWP4q/NMb0/cwvRLQtOYE1Ge2BFRZXTCwPKDDdUR4Eal+S9+xOQH1mS0BVVYXDFxwKuc76ydBCWhScwLqM1sCqqwuGLggoMPLSLyRvnpL37E5AfWZLQFVVhcMXHI1pqGglm+lJ6BJzQmoz2wJqLK6YOCi64GOZyPZHcYT0KTmBNRntgRUWV0wsOHVmIohoEnNCajPbAmosrpgYAIaJkNxzQmoz2wJqLK6YGACGiZDcc0JqM9sCaiyumBgAhomQ3HNCajPbAmosrpgYAIaJkNxzQmoz2wJqLK6YGDbz4Uvg4AmNSegPrMloMrqgoEJaJgMxTUnoD6zJaDK6oKBCWiYDMU1J6A+syWgyuqCgQlomAzFNSegPrMloMrqgoEJaJgMxTUnoD6zJaDK6oKBCWiYDMU1J6A+syWgyuqCgQlomAzFNSegPrMloMrqgoF5H2iYDMU1J6A+syWgyuqCgQlomAzFNSegPrMloMrqgoEJaJgMxTUnoD6zJaDK6oKBCWiYDMU1J6A+syWgyuqCgQlomAzFNSegPrMloMrqgoE3vQqvfIV6AprUnID6zJaAKqsLBt76NqZ3b9588HXh79x0Edwm7pa+Y3MC6jNbAqqsLhh48/tAFT/smIAmNSegPrMloMrqgoE3B1Txw44JaFJzAuozWwKqrC4YePuZSE9qB/EENKk5AfWZLQFVVhcMvD2gf/n5mzcfF//WVRfBbeJu6Ts2J6A+syWgyuqCgbcHdDiG/+mfin/tmovgNnG39B2bE1Cf2RJQZXXBwDoB5X2gmJf9BR9zAtqBee4Hh84hPAHFvOwv+JgT0A7Mcz84tgf0/RsCmnuNBE4KAW1vnvvBsTmg49lIPAeKedlf8DEnoB2Y535waLyRXuuNoAQ0qTkB9ZktAVVWFwy8MaDDE6A7Pi/7rVsugtvE3dJ3bE5AfWZLQJXVBQOrXI1J6VxOAprUnID6zJaAKqsLBlYJqM4OKAHNak5AfWZLQJXVBQNrBFTpVHgCmtWcgPrMloAqqwsGVgioznmcrwQ0rTkB9ZktAVVWFwy8NaBqFwN9JaBpzQmoz2wJqLK6YGA+Fz5MhuKaE1Cf2RJQZXXBwAQ0TIbimhNQn9kSUGV1wcAFAX3S+/SjGy6C28Td0ndsTkB9ZktAldUFAxc+B6r2gtFVF8Ft4m7pOzYnoD6zJaDK6oKB5QF9Gv6i1juWrrsIbhN3S9+xOQH1mS0BVVYXDCwO6HjREM3X3K+4CG4Td0vfsTkB9ZktAVVWFwwsDuh4BK9z1aWbLoLbxN3Sd2xOQH1mS0CV1QUDE9AwGYprTkB9ZktAldUFA5cdwtu+Dk9Ak5oTUJ/ZElBldcHA8heRxgt/Kl025IaL4DZxt/QdmxNQn9kSUGV1wcDygI6X/jQ9hiegSc0JqM9sCaiyumDgkjfSD3/S8iCegCY1J6A+syWgyuqCgUtO5Xw//VWzN9MT0KTmBNRntgRUWV0wcNG58DevaMencmJe9hd8zAloB+a5HxwqV6QnoJgX/gUfcwLagXnuBwcBDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDAXVA6TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMDABDZOhuOYE1Ge2BFRZXTAwAQ2TobjmBNRntgRUWV0wMAENk6G45gTUZ7YEVFldMLB/QH/46mHHl9dcBL8dd0vfsTkB9ZktAVVWFwzsHtDHh4lf/O7SRfDrcbf0HZsTUJ/ZElBldcHA3gF9ftjzybcXLoLfj7ul79icgPrMloAqqwsGdg7od188PPzyz6+vL7uCfnrhIvgDcbf0HZsTUJ/ZElBldcHAzgF93HdzV9KLg3gCmtScgPrMloAqqwsG9g3oD18djtyfL19IIqBJzQmoz2wJqLK6YGDfgO72Oz89fjkcy5+4CP5C3C19x+YE1Ge2BFRZXTCwb0AXu51/++biZSQCmtScgPrMloAqqwsGdg/o2/nLXUDPnwQloEnNCajPbAmosrpgYN+APh4Duvv6ENCfzQj+gsVWsfibmP/4MAZ/8hpVAdVXM/iTRuoeW8PHPGlAj3uddQFV2Cw+fxPzHx/G4E9eoSKggWdrMcz2P5n7wdEyoMe90dnFdGy4Q2oCCiCniz3QvYvp2HCHEFCwhYBCYggo2BLtVXiAAggo2OIb0JfN7wMFKICAgi3RzkQCKICAgi3RzoUHKICAgi3RrsYEUAABBVuiXQ8UoAACCrZEuyI9QAEEFGyJ9plIAAUQULAl2qdyAhRAQMGWaJ8LD1AAAQVbCCgkhoCCLQQUEkNAwRYCCokhoGALAYXEEFCwhYBCYggo2EJAITEEFGwhoJAYAgq2EFBIDAEFWwgoJIaAgi0EFBJDQMEWAgqJIaBgCwGFxBBQsIWAQmIIKNhCQCExBBRsIaCQGAIKthBQSAwBBVsIKCSGgIItBBQSQ0DBFgIKiSGgYAsBhcQQULCFgEJiCCjY0lVAAbRhhYEtpxEjoJAKVhjYchqxlgF15nzqccA8BnFni3ktBDQAmMcg7mwxr4WABgDzGMSdLea1ENAAYB6DuLPFvBYCGgDMYxB3tpjXQkADgHkM4s4W81ruKKAAALoQUACASggoAEAlBBQAoBICCgBQCQEFAKiEgAIAVEJAAQAqiRzQ7754eHv2reeHh4df/G75ncfddz4V/8kf/tfwv3/75uyP6PDDV598u/zXzuzhy4tb9TiFo/lgt+BEv0fzbbDCro7CCjsSOKDD+ri2vE+2+biIxFv4cfpdm+W9+6uL5f04L5CLgTqcwsJ8bXl3Zr4NVtg1WGFLAgd0WCBXl/cv/3z8xstDwRZ+ebBc3jvf4/I+LpPlPsPhJ31NYWG+urz7Mt8GK+wKrLAT4gZ03HZXl/di6+y2VestvDQ5LOXdseG4EF4u7bqbwqn5kedzq+7MN8IKuwYr7ISwAZ2e4LmyvP9x+V+t3TL6xy6W97CeF4vkcS+1+/7ZUL1N4cx8OdJyX+C1P/ONsMKuwgo7IWpAhydN/vnq8v6nrxab/fnhk//TwfIeH4v/+fg8z+7fiyOW06f5+5rCufnyB+cD9GW+FVbYdVhhJ0QN6G5Tvn2+urx33z5snt2m+vTluIXHY7L970zPWy+eVXmZn3V5O2/hl/MnXDbZPrxdPFG++y/n3mn35ekYfU3h3PzA4+Xru32Zb4UV5jOF4CssaEB3i+LL1xvLe/zZ4WZvD1t4OiQ7HCwMW/j/fnHYqhdb+HHxo608DwqnrzTuFS+WTl9TODffc3l41Zv5RlhhTlMIvsJiBnS3CXYb98byPllGn3y738KHDTxv4ukJ6JnhP2qnW/i/ntxYSXqxvN8ev3t6PNHhFC6X99WjoA7Nq2GFscJExAzo47hJbizv4/eHXfzX/RYe/pPz5XST8RvTFn47f2f8j9riSZLzHymwuOcfF+aPV5Z3Z1O4XN4Xr492al4NK4wVJiJkQF8O2+rq8j48/zOeSDJv4eOLkfNXw2ac77T9nbXcwmc/UuBkeR+X9NXl3dcULpb3lef3+zSvhRXGCpMRMaA/zC/E3Vreh3vjebjdvIUXm2p6fmjYjPN/ffZPsy+38NmPFLi5vE9n0eEULpb3y9V116F5JawwVpiQiAF9PGzA68t7/4PdhvrycFcsVtH0n7DFkyxXtvD5jxQo2T/oawrny/vq81NdmlfCCmOFCQkY0MOqvrm85538776Ynzw+3Z7zVut7eXc1hfPlfeMvdmheByuMFSYlXkCP73C7ubznu+Nxfy7bp6f30HSA1nJ5r71G2tkUzpf34j0ynZtXwQpzn0LcFRYvoM8Pp5xfbeDt/v92G3L4Wev/RB1Y3MkvR+2LZ386nMKZ443jqx7Nq2CFuU8h7grLGdBxH+Jl2kyXT5JcbHP35f3dynkinU3hbHnf+oMdmlfBCnOfQtwVljOg4/3xeNhsZy/TPe5fpmu2vH/48TOVe5vC2fK+cXzVo3kVrDD3KcRdYfECeuTmM1Tj///TV4e3z05POV++UazZ8l65Vk5vUzhb3ucvSnRsvhFWGCtshaQB/W44C3baStdOVRg22vUtPP6//fL+7kev1tjbFE6X98Vzah2bb4QVxgpbIWlA//bNYd3st/DuoGbP/mTZ88043i8Pbx2W9+Iw8XypdDiF0wX9w1c3/l6H5hthhbHCVkga0HH5TF8dzmk4bOLD5VrON+N4v+z+O+awvH/0E2t6m8Kp+c2/16H5RlhhrLAVsgb0+CT6y/EQ5uXh4bDhr27G+b9sHst7vsMvnyvvcAoXy/vTqzfr0HwjrDBW2AqRAwoA0BQCCgBQCQEFAKiEgAIAVEJAAQAqIaAAAJUQUACASggoAEAlBBQAoBICCgBQCQEFAKiEgAIAVEJAAQAqIaAAAJUQUACASggoAEAlBBQAoBICCgBQCQEFAKiEgAIAVEJAAQAqIaAAAJUQUACASggoAEAlBBQAoBICCtH462/ezHx45afvxp988PX13/3Lz3/0xwBlEFCIxbs3S85K+P1nxx99PpX288WPnxa/RWSAVgAAA1JJREFUeS2+AIUQUIjEvAd5I4RPpz85C+iyrjt+8nt/fcgGAYVAvD/P50khn85+8u9OAnrRXo7jYTMEFOIw70P+9E/jv+YiHvYk57p+vPjZIqDz7047rO/YBwUVCCjE4elsx/Hk31Mh57ged0fngE6vPB2SOd2Y50FhIwQUwjBFcPmq0LvDLudczEM/Dzukny/+tfjpVNDl3wIoh4BCGMbj8kUE5yxOAR2LeHJQ/m4R0LG9J096jn+MXVDYBgGFQOwq+fHy32MFp+8sWnq88SGgixvOjEnlWVDYBgGFwIyNnLr47vJ19XfHgD5d/vSJY3jYDAGFwBwDOu5QnhzezzulUyLfXe5uXu6UApRCQCEs8zmdYwTHlJ49pTkm8vPDLc/yeu03AMogoBCR5Qmdxzd+nu1Pjon8/PDVNc6iClAGAYVYXJ7MSUChGQQUInHtXM4tAeVleNgEAYVAnF6K6c3HxxeR2AOFFhBQiMOin4t3z0sDygtGoA4BhTDMT38u3rt5DGj5q/AA2yGgEIZ3Fwfdx/3OH38fKKcdgQ0EFKIw7mSenk60OH9z/UwkTjsCdQgoROHyWiJTIqcD9x8/F/79m4sj/PcUFTZDQCEKlwGdnhSdunh5NaanxTOml1djmk5j4oUl2AQBhShcHMKfXGR+6uUiiKfXA306f9fn+cWZASogoBCFaZ/xuAu6f1P9HM2zK9Lvf3pyRfpjMJ/enPUWoAICCmF4WibxeE7SvpnLz0Q6vnN+/zznySconX+cEkAdBBTCMF996ZxDBs8/lfMkoFfOAuUAHrZCQCEOF2dkfnz65qXTgn7wP04CenEZEvoJmyGgEIjTfdCPT66ZPLAs7IfnPzw7lZ7nP2E7BBRi8XTSv7GYy7c27RM7PBP6/nI3c78XyrOfoAIBhbRcCSiAKgQU0vLEriYYQ0AhB+8vW/nuDZdgAlsIKOTgeO26PVwEFMwhoJCDy1wuLsYEYAMBhRxML78vLsd0efVQAG0IKCThysVDeA0ejCGgkIWzT5zjAB7sIaCQhouC0k8whoBCHk7PducFeDCHgEIq9md68gZ68ICAAgBUQkABACohoAAAlRBQAIBKCCgAQCUEFACgEgIKAFAJAQUAqISAAgBU8v8Bk1F4LNDFvN4AAAAASUVORK5CYII=" width="672" /></p>
<pre class="r"><code>catstat_df <- raw_catwalk %>%
filter(gt != "1" & uid != 928211 & uid != 841350) %>%
mutate(age = factor(age, labels = c("YG", "AD", "OLD")),
gt = factor(gt, labels = c("WT", "KO")),
sex = factor(sex, labels = c("M", "F")))
catstat_df %>%
group_by(sex) %>%
count()</code></pre>
<pre><code>## # A tibble: 2 x 2
## # Groups: sex [2]
## sex n
## <fct> <int>
## 1 M 81
## 2 F 75</code></pre>
<p>Speed ANOVA</p>
<pre class="r"><code>speed_aov <- aov(run_speed~sex*age*gt, data = catstat_df)
summary(speed_aov)</code></pre>
<pre><code>## Df Sum Sq Mean Sq F value Pr(>F)
## sex 1 286 286 1.463 0.22841
## age 2 15227 7613 38.905 3.1e-14 ***
## gt 1 1741 1741 8.898 0.00335 **
## sex:age 2 25 12 0.063 0.93852
## sex:gt 1 631 631 3.225 0.07461 .
## age:gt 2 195 98 0.498 0.60855
## sex:age:gt 2 674 337 1.722 0.18244
## Residuals 144 28180 196
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1</code></pre>
<pre class="r"><code>TukeyHSD(speed_aov, which = 'sex:age:gt')</code></pre>
<pre><code>## Tukey multiple comparisons of means
## 95% family-wise confidence level
##
## Fit: aov(formula = run_speed ~ sex * age * gt, data = catstat_df)
##
## $`sex:age:gt`
## diff lwr upr p adj
## F:YG:WT-M:YG:WT 3.0235191 -14.589198 20.636236 0.9999891
## M:AD:WT-M:YG:WT -18.0602087 -35.032247 -1.088170 0.0263161
## F:AD:WT-M:YG:WT -12.3177007 -29.289739 4.654338 0.4053416
## M:OLD:WT-M:YG:WT -28.7449332 -46.357650 -11.132217 0.0000154
## F:OLD:WT-M:YG:WT -15.1127038 -34.710326 4.484918 0.3112177
## M:YG:KO-M:YG:WT 6.0117647 -10.960274 22.983803 0.9899392
## F:YG:KO-M:YG:WT 6.8318342 -10.440618 24.104286 0.9760376
## M:AD:KO-M:YG:WT -6.4705973 -23.442636 10.501441 0.9819230
## F:AD:KO-M:YG:WT -4.6286510 -22.630216 13.372914 0.9994082
## M:OLD:KO-M:YG:WT -12.6140668 -32.962826 7.734692 0.6518641
## F:OLD:KO-M:YG:WT -20.9923468 -38.993912 -2.990782 0.0085877
## M:AD:WT-F:YG:WT -21.0837278 -38.696444 -3.471011 0.0059821
## F:AD:WT-F:YG:WT -15.3412198 -32.953936 2.271497 0.1542745
## M:OLD:WT-F:YG:WT -31.7684523 -49.999346 -13.537559 0.0000027
## F:OLD:WT-F:YG:WT -18.1362229 -38.291234 2.018788 0.1224257
## M:YG:KO-F:YG:WT 2.9882455 -14.624471 20.600962 0.9999904
## F:YG:KO-F:YG:WT 3.8083151 -14.094067 21.710697 0.9999054
## M:AD:KO-F:YG:WT -9.4941165 -27.106833 8.118600 0.8202392
## F:AD:KO-F:YG:WT -7.6521701 -26.258998 10.954658 0.9679766
## M:OLD:KO-F:YG:WT -15.6375860 -36.523699 5.248527 0.3562343
## F:OLD:KO-F:YG:WT -24.0158660 -42.622694 -5.409038 0.0018918
## F:AD:WT-M:AD:WT 5.7425080 -11.229530 22.714546 0.9931131
## M:OLD:WT-M:AD:WT -10.6847245 -28.297441 6.927992 0.6821102
## F:OLD:WT-M:AD:WT 2.9475049 -16.650117 22.545127 0.9999972
## M:YG:KO-M:AD:WT 24.0719733 7.099935 41.044012 0.0003475
## F:YG:KO-M:AD:WT 24.8920429 7.619591 42.164495 0.0002531
## M:AD:KO-M:AD:WT 11.5896113 -5.382427 28.561650 0.5033946
## F:AD:KO-M:AD:WT 13.4315577 -4.570008 31.433123 0.3615987
## M:OLD:KO-M:AD:WT 5.4461418 -14.902617 25.794901 0.9991389
## F:OLD:KO-M:AD:WT -2.9321382 -20.933703 15.069427 0.9999937
## M:OLD:WT-F:AD:WT -16.4272325 -34.039949 1.185484 0.0926677
## F:OLD:WT-F:AD:WT -2.7950031 -22.392625 16.802619 0.9999984
## M:YG:KO-F:AD:WT 18.3294653 1.357427 35.301504 0.0222807
## F:YG:KO-F:AD:WT 19.1495349 1.877083 36.421987 0.0163674
## M:AD:KO-F:AD:WT 5.8471033 -11.124935 22.819142 0.9919944
## F:AD:KO-F:AD:WT 7.6890497 -10.312516 25.690615 0.9579366
## M:OLD:KO-F:AD:WT -0.2963662 -20.645125 20.052393 1.0000000
## F:OLD:KO-F:AD:WT -8.6746462 -26.676211 9.326919 0.9060524
## F:OLD:WT-M:OLD:WT 13.6322294 -6.522782 33.787241 0.5186987
## M:YG:KO-M:OLD:WT 34.7566978 17.143981 52.369414 0.0000001
## F:YG:KO-M:OLD:WT 35.5767674 17.674385 53.479150 0.0000000
## M:AD:KO-M:OLD:WT 22.2743358 4.661619 39.887052 0.0026270
## F:AD:KO-M:OLD:WT 24.1162822 5.509454 42.723110 0.0017659
## M:OLD:KO-M:OLD:WT 16.1308663 -4.755246 37.016979 0.3089511
## F:OLD:KO-M:OLD:WT 7.7525863 -10.854242 26.359414 0.9647888
## M:YG:KO-F:OLD:WT 21.1244684 1.526847 40.722090 0.0227738
## F:YG:KO-F:OLD:WT 21.9445380 2.086182 41.802894 0.0170258
## M:AD:KO-F:OLD:WT 8.6421064 -10.955515 28.239728 0.9474598
## F:AD:KO-F:OLD:WT 10.4840528 -10.011631 30.979736 0.8656085
## M:OLD:KO-F:OLD:WT 2.4986369 -20.086506 25.083780 0.9999999
## F:OLD:KO-F:OLD:WT -5.8796431 -26.375327 14.616041 0.9983716
## F:YG:KO-M:YG:KO 0.8200696 -16.452382 18.092521 1.0000000
## M:AD:KO-M:YG:KO -12.4823620 -29.454400 4.489676 0.3842282
## F:AD:KO-M:YG:KO -10.6404157 -28.641981 7.361150 0.7166228
## M:OLD:KO-M:YG:KO -18.6258315 -38.974591 1.722928 0.1075658
## F:OLD:KO-M:YG:KO -27.0041115 -45.005677 -9.002546 0.0001096
## M:AD:KO-F:YG:KO -13.3024316 -30.574883 3.970020 0.3131477
## F:AD:KO-F:YG:KO -11.4604852 -29.745557 6.824587 0.6359202
## M:OLD:KO-F:YG:KO -19.4459011 -40.045889 1.154087 0.0839189
## F:OLD:KO-F:YG:KO -27.8241811 -46.109253 -9.539109 0.0000802
## F:AD:KO-M:AD:KO 1.8419463 -16.159619 19.843512 1.0000000
## M:OLD:KO-M:AD:KO -6.1434695 -26.492229 14.205290 0.9974253
## F:OLD:KO-M:AD:KO -14.5217495 -32.523315 3.479816 0.2469532
## M:OLD:KO-F:AD:KO -7.9854158 -29.200464 13.229632 0.9836408
## F:OLD:KO-F:AD:KO -16.3636958 -35.339012 2.611620 0.1649827
## F:OLD:KO-M:OLD:KO -8.3782800 -29.593328 12.836768 0.9763165</code></pre>
<pre class="r"><code># call and save the pair.t.test
speed_lsd <- tidy(pairwise.t.test(catstat_df$run_speed,
catstat_df$sex:catstat_df$age:catstat_df$gt,
p.adj = "none")) %>%
mutate(p.value = round(p.value, digits = 3)) %>%
filter(p.value < 0.051)
speed_lsd</code></pre>
<pre><code>## group1 group2 p.value
## 1 M:AD:WT M:YG:WT 0.001
## 2 M:OLD:WT M:YG:WT 0.000
## 3 M:OLD:KO M:YG:WT 0.041
## 4 F:AD:WT M:YG:WT 0.017
## 5 F:OLD:WT M:YG:WT 0.011
## 6 F:OLD:KO M:YG:WT 0.000
## 7 M:AD:WT M:YG:KO 0.000
## 8 M:AD:KO M:YG:KO 0.016
## 9 M:OLD:WT M:YG:KO 0.000
## 10 M:OLD:KO M:YG:KO 0.003
## 11 F:AD:WT M:YG:KO 0.000
## 12 F:OLD:WT M:YG:KO 0.000
## 13 F:OLD:KO M:YG:KO 0.000
## 14 M:AD:KO M:AD:WT 0.025
## 15 M:OLD:WT M:AD:WT 0.046
## 16 F:YG:WT M:AD:WT 0.000
## 17 F:YG:KO M:AD:WT 0.000
## 18 F:AD:KO M:AD:WT 0.014
## 19 M:OLD:WT M:AD:KO 0.000
## 20 F:YG:KO M:AD:KO 0.012
## 21 F:OLD:KO M:AD:KO 0.008
## 22 M:OLD:KO M:OLD:WT 0.011
## 23 F:YG:WT M:OLD:WT 0.000
## 24 F:YG:KO M:OLD:WT 0.000
## 25 F:AD:WT M:OLD:WT 0.002
## 26 F:AD:KO M:OLD:WT 0.000
## 27 F:OLD:WT M:OLD:WT 0.026
## 28 F:YG:WT M:OLD:KO 0.014
## 29 F:YG:KO M:OLD:KO 0.002
## 30 F:AD:WT F:YG:WT 0.004
## 31 F:OLD:WT F:YG:WT 0.003
## 32 F:OLD:KO F:YG:WT 0.000
## 33 F:AD:WT F:YG:KO 0.000
## 34 F:AD:KO F:YG:KO 0.039
## 35 F:OLD:WT F:YG:KO 0.000
## 36 F:OLD:KO F:YG:KO 0.000
## 37 F:OLD:KO F:AD:KO 0.005</code></pre>
<pre class="r"><code># type 3 ANOVA and corresponding post-hoc
speed_aov_3 <- type_3_aov(catstat_df$run_speed, catstat_df)
speed_aov_3</code></pre>
<pre><code>## term sumsq df statistic p.value
## 1 (Intercept) 277904.1389 1 1.420098e+03 0.000
## 2 sex 289.4664 1 1.479182e+00 0.226
## 3 age 13616.5265 2 3.479042e+01 0.000
## 4 gt 1610.6121 1 8.230275e+00 0.005
## 5 sex:age 25.1519 2 6.426346e-02 0.938
## 6 sex:gt 822.1738 1 4.201332e+00 0.042
## 7 age:gt 192.4820 2 4.917942e-01 0.613
## 8 sex:age:gt 673.8192 2 1.721618e+00 0.182
## 9 Residuals 28179.8791 144 NA NA</code></pre>
<pre class="r"><code>speed_posthoc <- post_hoc_lm(catstat_df$run_speed, catstat_df)</code></pre>
<p>front_bos ANOVA</p>
<pre class="r"><code>front_bos_aov <- aov(front_bos~age*gt, data = catstat_df)
summary(front_bos_aov)</code></pre>
<pre><code>## Df Sum Sq Mean Sq F value Pr(>F)
## age 2 0.329 0.16445 6.406 0.00214 **
## gt 1 0.074 0.07449 2.902 0.09056 .
## age:gt 2 0.054 0.02675 1.042 0.35525
## Residuals 150 3.851 0.02567
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1</code></pre>
<pre class="r"><code>TukeyHSD(front_bos_aov)</code></pre>
<pre><code>## Tukey multiple comparisons of means
## 95% family-wise confidence level
##
## Fit: aov(formula = front_bos ~ age * gt, data = catstat_df)
##
## $age
## diff lwr upr p adj
## AD-YG -0.0007129825 -0.07176087 0.07033491 0.9996889
## OLD-YG 0.1031598571 0.02602882 0.18029089 0.0052899
## OLD-AD 0.1038728396 0.02674181 0.18100387 0.0049363
##
## $gt
## diff lwr upr p adj
## KO-WT -0.04369553 -0.09440786 0.007016801 0.0907313
##
## $`age:gt`
## diff lwr upr p adj
## AD:WT-YG:WT 0.033714343 -0.08783269 0.155261373 0.9669875
## OLD:WT-YG:WT 0.142482143 0.01069755 0.274266738 0.0258301
## YG:KO-YG:WT 0.004788608 -0.11776593 0.127343151 0.9999974
## AD:KO-YG:WT -0.033822246 -0.15858658 0.090942086 0.9700981
## OLD:KO-YG:WT 0.065021593 -0.07040271 0.200445894 0.7353192
## OLD:WT-AD:WT 0.108767800 -0.02106957 0.238605168 0.1565444
## YG:KO-AD:WT -0.028925734 -0.14938394 0.091532468 0.9824676
## AD:KO-AD:WT -0.067536589 -0.19024234 0.055169162 0.6071170
## OLD:KO-AD:WT 0.031307250 -0.10222291 0.164837412 0.9842487
## YG:KO-OLD:WT -0.137693534 -0.26847456 -0.006912506 0.0327323
## AD:KO-OLD:WT -0.176304389 -0.30915844 -0.043450333 0.0025358
## OLD:KO-OLD:WT -0.077460550 -0.22037242 0.065451321 0.6229501
## AD:KO-YG:KO -0.038610854 -0.16231468 0.085092972 0.9456957
## OLD:KO-YG:KO 0.060232984 -0.07421492 0.194680891 0.7882972
## OLD:KO-AD:KO 0.098843839 -0.03762140 0.235309081 0.2975963</code></pre>
<pre class="r"><code># call and save the pair.t.test
front_bos_lsd <- tidy(pairwise.t.test(catstat_df$front_bos,
catstat_df$age:catstat_df$gt,
p.adj = "none")) %>%
mutate(p.value = round(p.value, digits = 3)) %>%
filter(p.value < 0.051)
front_bos_lsd</code></pre>
<pre><code>## group1 group2 p.value
## 1 OLD:WT YG:WT 0.002
## 2 OLD:WT YG:KO 0.003
## 3 OLD:WT AD:WT 0.017
## 4 OLD:WT AD:KO 0.000
## 5 OLD:KO AD:KO 0.038</code></pre>
<p>hind_bos ANOVA</p>
<pre class="r"><code>hind_bos_aov <- aov(hind_bos~age*gt, data = catstat_df)
summary(hind_bos_aov)</code></pre>
<pre><code>## Df Sum Sq Mean Sq F value Pr(>F)
## age 2 1.454 0.7268 18.705 5.59e-08 ***
## gt 1 0.344 0.3436 8.844 0.00343 **
## age:gt 2 0.312 0.1561 4.018 0.01996 *
## Residuals 150 5.828 0.0389
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1</code></pre>
<pre class="r"><code>TukeyHSD(hind_bos_aov)</code></pre>
<pre><code>## Tukey multiple comparisons of means
## 95% family-wise confidence level
##
## Fit: aov(formula = hind_bos ~ age * gt, data = catstat_df)
##
## $age
## diff lwr upr p adj
## AD-YG 0.21243968 0.12503439 0.29984498 0.0000001
## OLD-YG 0.18005233 0.08516337 0.27494130 0.0000415
## OLD-AD -0.03238735 -0.12727632 0.06250161 0.6986797
##
## $gt
## diff lwr upr p adj
## KO-WT -0.09384613 -0.156234 -0.03145827 0.0034451
##
## $`age:gt`
## diff lwr upr p adj
## AD:WT-YG:WT 0.19735769 0.04782680 0.346888572 0.0027315
## OLD:WT-YG:WT 0.07440001 -0.08772544 0.236525464 0.7708594
## YG:KO-YG:WT -0.15808665 -0.30885700 -0.007316287 0.0339189
## AD:KO-YG:WT 0.05940069 -0.09408822 0.212889602 0.8735957
## OLD:KO-YG:WT 0.12736679 -0.03923634 0.293969916 0.2407096
## OLD:WT-AD:WT -0.12295767 -0.28268759 0.036772241 0.2337759
## YG:KO-AD:WT -0.35544433 -0.50363571 -0.207252955 0.0000000
## AD:KO-AD:WT -0.13795699 -0.28891337 0.012999387 0.0945114
## OLD:KO-AD:WT -0.06999090 -0.23426380 0.094282002 0.8214970
## YG:KO-OLD:WT -0.23248666 -0.39337749 -0.071595825 0.0007152
## AD:KO-OLD:WT -0.01499932 -0.17844045 0.148441815 0.9998200
## OLD:KO-OLD:WT 0.05296677 -0.12284780 0.228781341 0.9531261
## AD:KO-YG:KO 0.21748734 0.06530310 0.369671580 0.0008526
## OLD:KO-YG:KO 0.28545343 0.12005149 0.450855370 0.0000250
## OLD:KO-AD:KO 0.06796609 -0.09991763 0.235849819 0.8509809</code></pre>
<pre class="r"><code># call and save the pair.t.test
hind_bos_lsd <- tidy(pairwise.t.test(catstat_df$hind_bos,
catstat_df$age:catstat_df$gt,
p.adj = "none")) %>%
mutate(p.value = round(p.value, digits = 3)) %>%
filter(p.value < 0.051)
hind_bos_lsd</code></pre>
<pre><code>## group1 group2 p.value
## 1 YG:KO YG:WT 0.003
## 2 AD:WT YG:WT 0.000
## 3 OLD:KO YG:WT 0.029
## 4 AD:WT YG:KO 0.000
## 5 AD:KO YG:KO 0.000
## 6 OLD:WT YG:KO 0.000
## 7 OLD:KO YG:KO 0.000
## 8 AD:KO AD:WT 0.009
## 9 OLD:WT AD:WT 0.028</code></pre>
<p>front_bos ANOVA</p>
<pre class="r"><code>front_bos_aov <- aov(front_bos~age*gt, data = catstat_df)
summary(front_bos_aov)</code></pre>
<pre><code>## Df Sum Sq Mean Sq F value Pr(>F)
## age 2 0.329 0.16445 6.406 0.00214 **
## gt 1 0.074 0.07449 2.902 0.09056 .
## age:gt 2 0.054 0.02675 1.042 0.35525
## Residuals 150 3.851 0.02567
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1</code></pre>
<pre class="r"><code>TukeyHSD(front_bos_aov)</code></pre>
<pre><code>## Tukey multiple comparisons of means
## 95% family-wise confidence level
##
## Fit: aov(formula = front_bos ~ age * gt, data = catstat_df)
##
## $age
## diff lwr upr p adj
## AD-YG -0.0007129825 -0.07176087 0.07033491 0.9996889
## OLD-YG 0.1031598571 0.02602882 0.18029089 0.0052899
## OLD-AD 0.1038728396 0.02674181 0.18100387 0.0049363
##
## $gt
## diff lwr upr p adj
## KO-WT -0.04369553 -0.09440786 0.007016801 0.0907313
##
## $`age:gt`
## diff lwr upr p adj
## AD:WT-YG:WT 0.033714343 -0.08783269 0.155261373 0.9669875
## OLD:WT-YG:WT 0.142482143 0.01069755 0.274266738 0.0258301
## YG:KO-YG:WT 0.004788608 -0.11776593 0.127343151 0.9999974
## AD:KO-YG:WT -0.033822246 -0.15858658 0.090942086 0.9700981
## OLD:KO-YG:WT 0.065021593 -0.07040271 0.200445894 0.7353192
## OLD:WT-AD:WT 0.108767800 -0.02106957 0.238605168 0.1565444
## YG:KO-AD:WT -0.028925734 -0.14938394 0.091532468 0.9824676
## AD:KO-AD:WT -0.067536589 -0.19024234 0.055169162 0.6071170
## OLD:KO-AD:WT 0.031307250 -0.10222291 0.164837412 0.9842487
## YG:KO-OLD:WT -0.137693534 -0.26847456 -0.006912506 0.0327323
## AD:KO-OLD:WT -0.176304389 -0.30915844 -0.043450333 0.0025358
## OLD:KO-OLD:WT -0.077460550 -0.22037242 0.065451321 0.6229501
## AD:KO-YG:KO -0.038610854 -0.16231468 0.085092972 0.9456957
## OLD:KO-YG:KO 0.060232984 -0.07421492 0.194680891 0.7882972
## OLD:KO-AD:KO 0.098843839 -0.03762140 0.235309081 0.2975963</code></pre>
<pre class="r"><code># call and save the pair.t.test
front_bos_lsd <- tidy(pairwise.t.test(catstat_df$front_bos,
catstat_df$age:catstat_df$gt,
p.adj = "none")) %>%
mutate(p.value = round(p.value, digits = 3)) %>%
filter(p.value < 0.051)
front_bos_lsd</code></pre>
<pre><code>## group1 group2 p.value
## 1 OLD:WT YG:WT 0.002
## 2 OLD:WT YG:KO 0.003
## 3 OLD:WT AD:WT 0.017
## 4 OLD:WT AD:KO 0.000
## 5 OLD:KO AD:KO 0.038</code></pre>
<p>front_strlen ANOVA</p>
<pre class="r"><code>front_strlen_aov <- aov(front_strlen~age*gt, data = catstat_df)
summary(front_strlen_aov)</code></pre>
<pre><code>## Df Sum Sq Mean Sq F value Pr(>F)
## age 2 86.42 43.21 35.672 2.12e-13 ***
## gt 1 1.02 1.02 0.844 0.360
## age:gt 2 0.90 0.45 0.370 0.692
## Residuals 150 181.71 1.21
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1</code></pre>
<pre class="r"><code>TukeyHSD(front_strlen_aov)</code></pre>
<pre><code>## Tukey multiple comparisons of means
## 95% family-wise confidence level
##
## Fit: aov(formula = front_strlen ~ age * gt, data = catstat_df)
##
## $age
## diff lwr upr p adj
## AD-YG -0.9658244 -1.453864 -0.4777849 0.0000185
## OLD-YG -1.8792118 -2.409037 -1.3493862 0.0000000
## OLD-AD -0.9133874 -1.443213 -0.3835618 0.0002136
##
## $gt
## diff lwr upr p adj
## KO-WT -0.161882 -0.5102332 0.1864692 0.3599771
##
## $`age:gt`
## diff lwr upr p adj
## AD:WT-YG:WT -0.92477778 -1.75970403 -0.08985153 0.0205816
## OLD:WT-YG:WT -1.70134054 -2.60659028 -0.79609081 0.0000034
## YG:KO-YG:WT -0.02861504 -0.87046205 0.81323197 0.9999987
## AD:KO-YG:WT -1.04216640 -1.89919281 -0.18513999 0.0076514
## OLD:KO-YG:WT -2.10544303 -3.03569450 -1.17519156 0.0000000
## OLD:WT-AD:WT -0.77656276 -1.66843668 0.11531116 0.1266922
## YG:KO-AD:WT 0.89616274 0.06871583 1.72360965 0.0254230
## AD:KO-AD:WT -0.11738862 -0.96027431 0.72549706 0.9986248
## OLD:KO-AD:WT -1.18066525 -2.09790557 -0.26342493 0.0038080
## YG:KO-OLD:WT 1.67272550 0.77436943 2.57108158 0.0000042
## AD:KO-OLD:WT 0.65917414 -0.25342189 1.57177018 0.3006324
## OLD:KO-OLD:WT -0.40410249 -1.38578729 0.57758232 0.8418295
## AD:KO-YG:KO -1.01355136 -1.86329298 -0.16380974 0.0095330
## OLD:KO-YG:KO -2.07682799 -3.00037244 -1.15328354 0.0000000
## OLD:KO-AD:KO -1.06327663 -2.00067848 -0.12587477 0.0162741</code></pre>
<pre class="r"><code># call and save the pair.t.test
front_strlen_lsd <- tidy(pairwise.t.test(catstat_df$front_strlen,
catstat_df$age:catstat_df$gt,
p.adj = "none")) %>%
mutate(p.value = round(p.value, digits = 3)) %>%
filter(p.value < 0.051)
front_strlen_lsd</code></pre>
<pre><code>## group1 group2 p.value
## 1 AD:WT YG:WT 0.002
## 2 AD:KO YG:WT 0.001
## 3 OLD:WT YG:WT 0.000
## 4 OLD:KO YG:WT 0.000
## 5 AD:WT YG:KO 0.002
## 6 AD:KO YG:KO 0.001
## 7 OLD:WT YG:KO 0.000
## 8 OLD:KO YG:KO 0.000
## 9 OLD:WT AD:WT 0.013
## 10 OLD:KO AD:WT 0.000
## 11 OLD:WT AD:KO 0.039
## 12 OLD:KO AD:KO 0.001</code></pre>
<p>hind_strlen ANOVA</p>
<pre class="r"><code>hind_strlen_aov <- aov(hind_strlen~age*gt, data = catstat_df)
summary(hind_strlen_aov)</code></pre>
<pre><code>## Df Sum Sq Mean Sq F value Pr(>F)
## age 2 86.42 43.21 36.641 1.1e-13 ***
## gt 1 3.62 3.62 3.069 0.0818 .
## age:gt 2 0.73 0.36 0.308 0.7355
## Residuals 150 176.89 1.18
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1</code></pre>
<pre class="r"><code>TukeyHSD(hind_strlen_aov)</code></pre>
<pre><code>## Tukey multiple comparisons of means
## 95% family-wise confidence level
##
## Fit: aov(formula = hind_strlen ~ age * gt, data = catstat_df)
##
## $age
## diff lwr upr p adj
## AD-YG -0.9264507 -1.407975 -0.4449265 3.20e-05
## OLD-YG -1.8840093 -2.406762 -1.3612568 0.00e+00
## OLD-AD -0.9575586 -1.480311 -0.4348061 7.83e-05
##
## $gt
## diff lwr upr p adj
## KO-WT -0.3045593 -0.64826 0.0391415 0.0820101
##
## $`age:gt`
## diff lwr upr p adj
## AD:WT-YG:WT -0.8604628 -1.6842429 -0.03668274 0.0350473
## OLD:WT-YG:WT -1.7239686 -2.6171334 -0.83080386 0.0000017
## YG:KO-YG:WT -0.1564913 -0.9870998 0.67411713 0.9942229
## AD:KO-YG:WT -1.1678538 -2.0134391 -0.32226862 0.0014357
## OLD:KO-YG:WT -2.2272526 -3.1450854 -1.30941992 0.0000000
## OLD:WT-AD:WT -0.8635058 -1.7434733 0.01646172 0.0577479
## YG:KO-AD:WT 0.7039715 -0.1124291 1.52037210 0.1338619
## AD:KO-AD:WT -0.3073910 -1.1390243 0.52424225 0.8936425
## OLD:KO-AD:WT -1.3667898 -2.2717851 -0.46179454 0.0003417
## YG:KO-OLD:WT 1.5674773 0.6811142 2.45384043 0.0000145
## AD:KO-OLD:WT 0.5561148 -0.3442982 1.45652777 0.4798112
## OLD:KO-OLD:WT -0.5032840 -1.4718635 0.46529541 0.6647650
## AD:KO-YG:KO -1.0113625 -1.8497602 -0.17296484 0.0083924
## OLD:KO-YG:KO -2.0707613 -2.9819766 -1.15954607 0.0000000
## OLD:KO-AD:KO -1.0593988 -1.9842865 -0.13451115 0.0147266</code></pre>
<pre class="r"><code># call and save the pair.t.test
hind_strlen_lsd <- tidy(pairwise.t.test(catstat_df$hind_strlen,
catstat_df$age:catstat_df$gt,
p.adj = "none")) %>%
mutate(p.value = round(p.value, digits = 3)) %>%
filter(p.value < 0.051)
hind_strlen_lsd</code></pre>
<pre><code>## group1 group2 p.value
## 1 AD:WT YG:WT 0.003
## 2 AD:KO YG:WT 0.000
## 3 OLD:WT YG:WT 0.000
## 4 OLD:KO YG:WT 0.000
## 5 AD:WT YG:KO 0.014
## 6 AD:KO YG:KO 0.001
## 7 OLD:WT YG:KO 0.000
## 8 OLD:KO YG:KO 0.000
## 9 OLD:WT AD:WT 0.005
## 10 OLD:KO AD:WT 0.000
## 11 OLD:KO AD:KO 0.001</code></pre>
<p>front_swingspd ANOVA</p>
<pre class="r"><code>front_swingspd_aov <- aov(front_swingspd~age*gt, data = catstat_df)
summary(front_swingspd_aov)</code></pre>
<pre><code>## Df Sum Sq Mean Sq F value Pr(>F)
## age 2 40148 20074 33.820 7.53e-13 ***
## gt 1 5391 5391 9.082 0.00303 **
## age:gt 2 987 494 0.832 0.43737
## Residuals 150 89034 594
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1</code></pre>
<pre class="r"><code>TukeyHSD(front_swingspd_aov)</code></pre>
<pre><code>## Tukey multiple comparisons of means
## 95% family-wise confidence level
##
## Fit: aov(formula = front_swingspd ~ age * gt, data = catstat_df)
##
## $age
## diff lwr upr p adj
## AD-YG -19.99594 -30.79902 -9.192866 0.0000652
## OLD-YG -40.60523 -52.33327 -28.877191 0.0000000
## OLD-AD -20.60929 -32.33733 -8.881246 0.0001573
##
## $gt
## diff lwr upr p adj
## KO-WT 11.75465 4.043665 19.46564 0.0030461
##
## $`age:gt`
## diff lwr upr p adj
## AD:WT-YG:WT -25.060627 -43.5422744 -6.578979 0.0018751
## OLD:WT-YG:WT -41.391593 -61.4298981 -21.353289 0.0000003
## YG:KO-YG:WT 7.097717 -11.5371257 25.732561 0.8808804
## AD:KO-YG:WT -6.745045 -25.7158940 12.225805 0.9084086
## OLD:KO-YG:WT -32.156883 -52.7486181 -11.565149 0.0001877
## OLD:WT-AD:WT -16.330967 -36.0731886 3.411256 0.1670825
## YG:KO-AD:WT 32.158344 13.8422569 50.474432 0.0000171
## AD:KO-AD:WT 18.315582 -0.3422527 36.973417 0.0575882
## OLD:KO-AD:WT -7.096256 -27.3999807 13.207468 0.9143421
## YG:KO-OLD:WT 48.489311 28.6036020 68.375020 0.0000000
## AD:KO-OLD:WT 34.646549 14.4456289 54.847469 0.0000287
## OLD:KO-OLD:WT 9.234710 -12.4955356 30.964956 0.8230829
## AD:KO-YG:KO -13.842762 -32.6523578 4.966834 0.2803745
## OLD:KO-YG:KO -39.254601 -59.6978712 -18.811331 0.0000019
## OLD:KO-AD:KO -25.411839 -46.1618520 -4.661826 0.0070438</code></pre>
<pre class="r"><code># call and save the pair.t.test
front_swingspd_lsd <- tidy(pairwise.t.test(catstat_df$front_swingspd,
catstat_df$age:catstat_df$gt,
p.adj = "none")) %>%
mutate(p.value = round(p.value, digits = 3)) %>%
filter(p.value < 0.051)
front_swingspd_lsd</code></pre>
<pre><code>## group1 group2 p.value
## 1 AD:WT YG:WT 0.000
## 2 OLD:WT YG:WT 0.000
## 3 OLD:KO YG:WT 0.000
## 4 AD:WT YG:KO 0.000
## 5 AD:KO YG:KO 0.035
## 6 OLD:WT YG:KO 0.000
## 7 OLD:KO YG:KO 0.000
## 8 AD:KO AD:WT 0.005
## 9 OLD:WT AD:WT 0.018
## 10 OLD:WT AD:KO 0.000
## 11 OLD:KO AD:KO 0.001</code></pre>
<p>hind_swingspd ANOVA</p>
<pre class="r"><code>hind_swingspd_aov <- aov(hind_swingspd~age*gt, data = catstat_df)
summary(hind_swingspd_aov)</code></pre>
<pre><code>## Df Sum Sq Mean Sq F value Pr(>F)
## age 2 27943 13972 30.081 1.04e-11 ***
## gt 1 4292 4292 9.240 0.00279 **
## age:gt 2 640 320 0.689 0.50385
## Residuals 150 69670 464
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1</code></pre>
<pre class="r"><code>TukeyHSD(hind_swingspd_aov)</code></pre>
<pre><code>## Tukey multiple comparisons of means
## 95% family-wise confidence level
##
## Fit: aov(formula = hind_swingspd ~ age * gt, data = catstat_df)
##
## $age
## diff lwr upr p adj
## AD-YG -15.35947 -24.91578 -5.803156 0.0006013
## OLD-YG -33.97364 -44.34817 -23.599119 0.0000000
## OLD-AD -18.61418 -28.98870 -8.239653 0.0001116
##
## $gt
## diff lwr upr p adj
## KO-WT 10.48795 3.666882 17.30902 0.0028089
##
## $`age:gt`
## diff lwr upr p adj
## AD:WT-YG:WT -19.099818 -35.448523 -2.7511123 0.0119651
## OLD:WT-YG:WT -37.896183 -55.621894 -20.1704724 0.0000001
## YG:KO-YG:WT 5.165743 -11.318478 21.6499643 0.9447920
## AD:KO-YG:WT -5.655129 -22.436578 11.1263207 0.9258609
## OLD:KO-YG:WT -24.139659 -42.354930 -5.9243891 0.0025836
## OLD:WT-AD:WT -18.796366 -36.260165 -1.3325666 0.0269166
## YG:KO-AD:WT 24.265561 8.063308 40.4678136 0.0003949
## AD:KO-AD:WT 13.444689 -3.059870 29.9492487 0.1803908
## OLD:KO-AD:WT -5.039842 -23.000341 12.9206572 0.9653050
## YG:KO-OLD:WT 43.061927 25.471200 60.6526527 0.0000000
## AD:KO-OLD:WT 32.241055 14.371496 50.1106138 0.0000091
## OLD:KO-OLD:WT 13.756524 -5.465863 32.9789113 0.3108186
## AD:KO-YG:KO -10.820872 -27.459678 5.8179339 0.4200567
## OLD:KO-YG:KO -29.305403 -47.389343 -11.2214625 0.0000927
## OLD:KO-AD:KO -18.484531 -36.839813 -0.1292486 0.0473227</code></pre>
<pre class="r"><code># call and save the pair.t.test
hind_swingspd_lsd <- tidy(pairwise.t.test(catstat_df$hind_swingspd,
catstat_df$age:catstat_df$gt,
p.adj = "none")) %>%
mutate(p.value = round(p.value, digits = 3)) %>%
filter(p.value < 0.051)
hind_swingspd_lsd</code></pre>
<pre><code>## group1 group2 p.value
## 1 AD:WT YG:WT 0.001
## 2 OLD:WT YG:WT 0.000
## 3 OLD:KO YG:WT 0.000
## 4 AD:WT YG:KO 0.000
## 5 OLD:WT YG:KO 0.000
## 6 OLD:KO YG:KO 0.000
## 7 AD:KO AD:WT 0.020
## 8 OLD:WT AD:WT 0.002
## 9 OLD:WT AD:KO 0.000
## 10 OLD:KO AD:KO 0.004
## 11 OLD:KO OLD:WT 0.041</code></pre>
<p>front_stepcyc ANOVA</p>
<pre class="r"><code>front_stepcyc_aov <- aov(front_stepcyc~age*gt, data = catstat_df)
summary(front_stepcyc_aov)</code></pre>
<pre><code>## Df Sum Sq Mean Sq F value Pr(>F)
## age 2 0.1020 0.05102 21.990 4.22e-09 ***
## gt 1 0.0522 0.05221 22.504 4.84e-06 ***
## age:gt 2 0.0127 0.00637 2.743 0.0676 .
## Residuals 150 0.3480 0.00232
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1</code></pre>
<pre class="r"><code>TukeyHSD(front_stepcyc_aov)</code></pre>
<pre><code>## Tukey multiple comparisons of means
## 95% family-wise confidence level
##
## Fit: aov(formula = front_stepcyc ~ age * gt, data = catstat_df)
##
## $age
## diff lwr upr p adj
## AD-YG 0.03416563 0.012807245 0.05552402 0.0006422
## OLD-YG 0.06441757 0.041230469 0.08760466 0.0000000
## OLD-AD 0.03025193 0.007064837 0.05343903 0.0067389
##
## $gt
## diff lwr upr p adj
## KO-WT -0.03658177 -0.05182689 -0.02133665 4.9e-06
##
## $`age:gt`
## diff lwr upr p adj
## AD:WT-YG:WT 0.044927569 0.0083881543 0.081466984 0.0067194
## OLD:WT-YG:WT 0.085613627 0.0459965998 0.125230653 0.0000001
## YG:KO-YG:WT -0.015640102 -0.0524823948 0.021202190 0.8237409
## AD:KO-YG:WT 0.005409295 -0.0320973036 0.042915894 0.9983731
## OLD:KO-YG:WT 0.024391686 -0.0163195082 0.065102880 0.5144976
## OLD:WT-AD:WT 0.040686058 0.0016544052 0.079717710 0.0356660
## YG:KO-AD:WT -0.060567671 -0.0967797631 -0.024355579 0.0000489
## AD:KO-AD:WT -0.039518274 -0.0764060229 -0.002630525 0.0280723
## OLD:KO-AD:WT -0.020535883 -0.0606776619 0.019605895 0.6794885
## YG:KO-OLD:WT -0.101253729 -0.1405690640 -0.061938394 0.0000000
## AD:KO-OLD:WT -0.080204332 -0.1201428594 -0.040265804 0.0000006
## OLD:KO-OLD:WT -0.061221941 -0.1041840448 -0.018259837 0.0008918
## AD:KO-YG:KO 0.021049397 -0.0161383925 0.058237187 0.5774129
## OLD:KO-YG:KO 0.040031788 -0.0003858824 0.080449458 0.0538358
## OLD:KO-AD:KO 0.018982391 -0.0220417301 0.060006512 0.7646308</code></pre>
<pre class="r"><code># call and save the pair.t.test
front_stepcyc_lsd <- tidy(pairwise.t.test(catstat_df$front_stepcyc,
catstat_df$age:catstat_df$gt,
p.adj = "none")) %>%
mutate(p.value = round(p.value, digits = 3)) %>%
filter(p.value < 0.051)
front_stepcyc_lsd</code></pre>
<pre><code>## group1 group2 p.value
## 1 AD:WT YG:WT 0.001