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chapter5.html
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e0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%20format%28%27embedded%2Dopentype%27%29%2Curl%28data%3Aapplication%2Fx%2Dfont%2Dwoff%3Bbase64%2Cd09GRgABAAAAAFuAAA8AAAAAsVwAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAABGRlRNAAABWAAAABwAAAAcbSqX3EdERUYAAAF0AAAAHwAAACABRAAET1MvMgAAAZQAAABFAAAAYGe5a4ljbWFwAAAB3AAAAsAAAAZy2q3jgWN2dCAAAAScAAAABAAAAAQAKAL4Z2FzcAAABKAAAAAIAAAACP%2F%2FAANnbHlmAAAEqAAATRcAAJSkfV3Cb2hlYWQAAFHAAAAANAAAADYFTS%2FYaGhlYQAAUfQAAAAcAAAAJApEBBFobXR4AABSEAAAAU8AAAN00scgYGxvY2EAAFNgAAACJwAAAjBv%2B5XObWF4cAAAVYgAAAAgAAAAIAFqANhuYW1lAABVqAAAAZ4AAAOisyygm3Bvc3QAAFdIAAAELQAACtG6o%2BU1d2ViZgAAW3gAAAAGAAAABsMYVFAAAAABAAAAAMw9os8AAAAA0HaBdQAAAADQdnOXeNpjYGRgYOADYgkGEGBiYGRgZBQDkixgHgMABUgASgB42mNgZulmnMDAysDCzMN0gYGBIQpCMy5hMGLaAeQDpRCACYkd6h3ux%2BDAoPD%2FP%2FOB%2FwJAdSIM1UBhRiQlCgyMADGWCwwAAAB42u2UP2hTQRzHf5ekaVPExv6JjW3fvTQ0sa3QLA5xylBLgyBx0gzSWEUaXbIoBBQyCQGHLqXUqYNdtIIgIg5FHJxEtwqtpbnfaV1E1KFaSvX5vVwGEbW6OPngk8%2FvvXfv7pt3v4SImojIDw6BViKxRgIVBaZwVdSv%2BxvXA%2BIuzqcog2cOkkvDNE8Lbqs74k64i%2B5Sf3u8Z2AnIRLbyVCyTflVSEXVoEqrrMqrgiqqsqqqWQ5xlAc5zWOc5TwXucxVnuE5HdQhHdFRHdNJndZZndeFLc%2FzsKJLQ%2FWV6BcrCdWkwspVKZVROaw0qUqqoqZZcJhdTnGGxznHBS5xhad5VhNWCuturBTXKZ3RObuS98pb9c57k6ql9rp2v1as5deb1r6s9q1GV2IrHSt73T631424YXzjgPwqt%2BRn%2BVG%2BlRvyirwsS%2FKCPCfPytPypDwhj8mjctRZd9acF86y89x55jxxHjkPnXstXfbt%2FpNjj%2FnwXW%2BcHa6%2FSYvZ7yEwbDYazDcIgoUGzY3h2HtqgUcs1AFPWKgTXrRQF7xkoQhRf7uF9hPFeyzUTTSwY6EoUUJY6AC8bSGMS4Ys1Au3WaiPSGGsMtkdGH2rzJgYHAaYjxIwQqtB1CnYkEZ9BM6ALOpROAfyqI%2FDBQudgidBETXuqRIooz4DV0AV9UV4GsyivkTEyMMmw1UYGdhkuAYjA5sMGMvIwCbDDRgZeAz1TXgcmDy3YeRhk%2BcOjCxsMjyAkYFNhscwMrDJ8BQ2886gXoaRhedQvyTSkDZ7uA6HLLQBI5vGntAbGHugTc53cMxC7%2BE4SKL%2BACOzNpk3YWTWJid%2BiRo5NXIKM3fBItAPW55FdJLY3FeHBDr90606JCIU9Jk%2BMs3%2FY%2F8L8jUq3y79bJ%2F0%2F%2BROoP4v9v%2F4%2Fmj%2Bi7HBXUd0%2FelU6IHfHt8Aj9EPGAAoAvgAAAAB%2F%2F8AAnjaxb0JfBvVtTA%2BdxaN1hltI1m2ZVuSJVneLVlSHCdy9oTEWchqtrBEJRAgCYEsQNhC2EsbWmpI2dqkQBoSYgKlpaQthVL0yusrpW77aEubfq%2Fly%2BujvJampSTW5Dvnzmi1E%2Bjr%2F%2F3%2BXmbu3Llz77nnbuece865DMu0MAy5jGtiOEZkOp8lTNeUwyLP%2FDH%2BrEH41ZTDHAtB5lkOowWMPiwayNiUwwTjE46AI5xwhFrINPXYn%2F7ENY0dbWHfZAiTZbL8ID%2FInAd5xz2NpIH4STpDGonHIJNE3OP1KG4ISaSNeBuITAyRLgIxoiEUhFAnmUpEiXSRSGqAQEw0kuyFUIb0k2gnGSApyBFi0il2SI5YLGb5MdFjXCey4mNHzQ7WwLGEdZiPPgYR64we8THZHAt%2BwnT84D%2Fx8YTpGPgheKH4CMEDVF9xBOIeP3EbQgGH29BGgpGkIxCMTCW9qUTA0Zsir%2BQUP1mt%2BP2KusevwIO6Bx%2FIaj8%2FOD5O0VNrZW2EsqZBWbO1skRiEKE0DdlKKaSVO5VAuRpqk8VQJAqY7ydxaK44YJvrO2EWjOoDBoFYzQbDNkON%2BUbiKoRkywMWWf1j4bEY2iIY1AeMgvmEz%2FkVo9v4FSc%2FaMZMrFbjl4zWLL0%2BY5FlyzNlEVYDudJohg8gPUP7kcB%2Fmn%2BG6cd%2B5PV4Q72dXCgocWJADBgUuDTwiXiGSyZo14HOEQ2lE6k0XDIEusexDzZOMXwt1Dutz%2BtqmxTvlskNWXXUQIbhaurum9GrePqm9Yaeabjkiqf%2BbUvzDOvb2Y1E%2BEX2DnemcTP%2FzLcuu7xjQXdAtjR0Lo5n4%2FHs%2FGtntMlysHt%2B29NXbH6se%2F%2FWbFcyu%2Br28H0MwzI30DYeYTLMXIA2EG8QlHpAsyS0EfEToR0a3utIxFPJ3kiIHCCrZ66b0e2xEmL1dM9YN%2FMwS5p01N5jMX%2FBLKt%2F1R83l0LyC29M6%2BiYxo%2FUNg%2FEF7c2WyyW5tYl8WnhWg2%2FhyySbD5UhnDyS7OcU0dnrFw%2BDfGdI7v4QfYIIzOMq9hFtY55gmvC7jZ2FK7sEdrn6IXBuucYhjsGdQ8z0yEbWkkczjjsE5hNAIZrPx2zOLZDmKNXcXtg7EMqidAEEWg%2BSJCBBNwxvxJfc%2FbZa%2BKKf%2BxoKZybnq5vaqpPTye7CiF%2BZFjxZ8%2F7Qij0hfOG%2FcowPA1rT1l4ymWnrKmxxqfErTVrpgwPlz1kC%2BOy8NMDz6c%2BIO38K%2Fx0xkPnLW8Kx6qGAoQdL%2BTD9V9rb%2B%2Fctn%2F%2Ftrxz8dUrZrD%2Fzk%2FferF0cNt1BzctmX2FZPXt%2FjnFCQNz4Ah%2FiKllGiCMs1w5Lkg0kiEwj6VTXCDKsX9rMpnvIj9pcDecXAIXMnqn2dTUbN6w0XQ9ue6FV%2FnnXCH7S3lPWGltVcLsH75ub3ab7A8M28caNrIeOr3o5Q0yFsYL80xaa0EY%2FUEczV7icUMY5pnelAkmUAXmHYjvFWFGxuqlSaow3OM%2B%2FiYY7%2Fl%2FhVELF4EjRqNR%2FbvRbOY%2BDUGzGR%2FOh3EqmE%2FugIQQguGt%2FeMYz%2F%2BL0cimjeZfQDI3phXMbMQsqH%2BCjwVz%2Fhf4idHovgVmB8gLvjbicDcC%2FNypP536E%2F9N%2FpuMibExdohBmNwyiaZdJGoigos7GpF222xrfnZhML%2F7Z%2BylaqP63Hr%2Bm7bdUkQ6%2F2cXqdfmvwixY%2Bs2ksXFeXcE%2BiX0Z%2BIow76DBNgjJ7TOdUK18iPsPflfQD%2BDPsZG2Aj9VmKMMJ4fYRrhIaxhTDR0Elh2vA6h%2FAE6xUb29mj3sjmL72petXjejPy%2Boel60M99tFduCI59N3221xe7apOvxs6aHs7vab1IqY2tv7q2xsHeHGml%2FcV06u%2F8S%2FxTjJ%2BJYc0bWEX0ukW6YmIbGkJRMdjJ9mYIH5QIdJF4hvRGyK7cC7ctImQRcUET99fGXOoft35GYLMQu%2Bg2smnkgZUrH8AL%2F9Si217IssJ916nv14ZrJrvdxLkQvrvtBcjgPC0NXOicO8Qf4mcxPqh3hgUw3DDfdvLJXngg7N3dN2zbPJSaed3OfZnMU7dvmznp3C3bruO%2BNmue0LFsy7S%2B6265%2BfCKFYdvvuW6vmlblnUI8xCXp37CrOZv4B9gauDBlYp7adcUXB5DNCwYImlXOJJKkAdvExXxVvKEYnCo%2B3eIskP9qrrfIYs71CccBjfXRC52udTHHdaP1A1ui%2FVvH1otbrLrpNXBsGX5B89QghDyimlvNB2KfkxZ5C9%2Fem3%2Bd1%2Bd%2F%2FIfFp2%2B2Oxn%2Fs%2B9n%2F79p39S3s8idN6g0yZObwJOgKUpNB3GyU0Ls0PbRzIRq4lcarLKOJBkLRzJQD4j2090XrbA7DW8K3jNF5hlGS5e4V2D17zgss4T20egOJte5iD0bReM9yjTxnQxCRj3c5kFzGJmGbNKmwGw39IJDJcXJZGMkaAB4jyJAKw0jt5IAuIE%2BA%2BU3cVAZZrq9zhDyBrU8oosuxcGNTzCKJfla7JjNVmuSb%2F%2BtuzN2H%2BX4vlB%2BPpdfMXXmuVsNiub1T34SFbjYw5itEvVi0K0Nt9pNJUMI7SLGRhf2xipfCYf8z5OdlGKayOucFeVPeS%2Fdbo3lBrbSMmwUiQN5%2Fed7g0Ds1s17IuZC5kNzM3MZ6EWCa0DtekdJfAxz%2BR%2FOX28sND7yRMTBcf%2B%2Bs8mQCQWHya4qBv%2FufeMoWyslPA9DtMxUknxkH%2FyfTnm2CMYzs%2BCq3r7PxY%2FMXomrvTEsRpfEGHa%2BWN8E1AHjElb7d06ddA7oK%2F%2B5Mdsv9EtPms0jv0Z5kf1FqPxWdFtfFr0kHfgDX0Y%2B5PRSG7RUj0tQr7rmfX8DH4G5W28kKeJLtmQsQkuwMP1pk16EV4sl7vrMJATfyUWo%2FGwEco4rh4XFQgaiUX9qxZHrMQqKnz%2Fc2d8b9TysYrAuXpP%2FRf%2FGr8b1qwwc5a%2BeuLa6S6sneNXToG2XrEJi4R5SGs8Sq2S3d97bsfCRaTdaLwKClRHt37mkudvXbjwVrLhuYeGhh56bvfQkHpk2CwvwClqgWwuBfndC3c8dwmstj81KkagcUgbfPY8Zje0W%2F82VPWJHmSq6pP8hPWpotc%2FEexDOK3qU%2BwngPhOCiO9MJRm8TJefjelrzoKnG2Bn%2B1NCUmPE4gHFmBN9jrTigRIpsACrc9Gstg58ULkp9467%2BGf%2FeFnD5%2F31lNrt2967dhrm7bzI%2BVT5m%2BfzKhvf2MzpICEm79Bopkn07lt1762adNr127LwVqQLdJ5%2BlpQDcvHPQtVY5knhYrK6q8%2FJsiP6EuhGZdFdaNszjvpqvc%2BPI0CdjN0AXsFOC3ZfALDJwr4q2Xq%2BGF%2BGNbsxUg5NLLIEXi8otcDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg%2BFB1ubjlnRNvl3o6IEU2w7fdNPhm%2Fhh%2BFLysUu6%2B%2BDLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK%2Fm4szFFR7ch0toUgBTdWHr7EpaWru6%2B6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d%2FjLST9v5YflasP6v%2FCO7%2BGNAPC2BMZWmsOjp2NNbfHwMCJD%2BLPVL%2BD%2FOYlWEEI%2F9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2%2BbBDWBud1Va4pcCn8CPqxlh%2FfgtG8IPaPH8C5wk6%2FnZDv69jurV5QhtwE0x2iqOsj9Mx8B9%2F0EaUdiPfOYYDCi%2Fq9jhWRuupMDEU0%2BCtX0sDFxv07T%2FK5niBPqN9%2BtQjgEc31NGCXFeMcCEuQBIc%2FBK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF%2FR0%2Fu5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y%2BRBgogrXPZ8E1yIHoHIFUM%2BAbJhE7lbMtt8ApL%2BxmZW7PwbjAO0fAVoXQOuiSP%2FksIVdFZ0aulsamKUzwPZ%2FNYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7%2Bpg%2BjUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd%2FJ5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7%2BRHJHP%2B2hqfugo%2FMvI2H%2Fmqr4b9tFnKSRY1Y5Ek80Nm%2FWIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw%2BnSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv%2BrWa%2FWih0vlbX6Zb75T5C0qNKVFvH1QL%2FvazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f%2BXdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS%2FxTo%2BP5wGFak62ap1PVFFN4v%2Fy%2BxuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f%2F6dhK6gQokFKhWX3urrjk%2FrnI0pgfpGMeuQIUaEM7%2BGF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x%2FGdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY%2B9yGFQtEo0GQPNv6vS2drj4%2B1jHbv3aJSMUWP%2BQTZrmbNTjU8wyG%2FiXNNpskybLcJ3CiTF5Ir%2BJYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d%2B%2FXeNRTZ9%2F1OPfG7%2B2hwzd5W3D%2BhmyjsRcUg%2F%2BCavb%2B%2BVh2ls3L7zT%2FetOnHNxeerv313vzLVqPai4nJv%2BK1FC6040%2F4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk%2FU%2BD4gTXW%2Bj0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7%2FR561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l%2BWKHmLTJwRv9E8GWJ6dYvf%2FFmEyEGr%2Bgyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b%2BtMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1%2BQ2BIRvf6J6Kgatnrbiem%2BCFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ%2BCuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih%2FxELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD%2BuOe%2BkWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby%2F%2BSSbPY8%2FNH6vpl%2FEsq3Ae4ZU1HC44KFiI9o7CEgab%2FRqHbj7s5KAg06s39ZP%2FzxI%2FmVuF%2FTbTSy%2B3Fb8If9%2Fcv7%2Bwt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi%2FC8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0%2BXxx%2F5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB%2FqM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J%2FUKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc%2FTHK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd%2B%2BU%2F3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg%2Be4As38MfGquNt7oUws6Ysarj1%2FefE%2Byst86YUVNvDdts3Pv5c8m%2FaP0C%2Bf8%2FQb%2BIMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT%2Fv27wm09jRYVc%2Fe%2B%2Biyx2tyzJb%2Fn3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy%2Ft27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj%2FS5ki1jL%2Fa0GC6%2B2L6Um%2BaoddlNFuj%2BbJ8mH%2FiaLh8I0%2FU51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz%2B1UmhTJyJGxZzw%2BwsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ%2F9pPA4RKTASWahmh%2B8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ%2FtHnODtENw%2F2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8%2B%2FElg5j4Gxur3J8o2PJ4rg%2B2d08T%2FfwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r%2FaMMj8onCP%2FDuDZOuN%2BGPPr%2F%2Bp7bx%2B7JlbYdppcNhzKU%2F1Px5aiaGDn%2Fs1iGMaBcleKUo%2Fv9rcxkZj7DBEKOfrayytXNLYiUdBY%2BpleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF%2FQa9Pdf%2FQqOSqCiE%2FEE1%2FXIVKTc2tzWbHnimrEd%2BVyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu%2FkzIdx%2BBxC0ay9zRSvoS0F2lIxI%2BX7klU63I40gLQ3w5ep5na%2BSFnba3z5D64zv%2BQtM4n4ffG3tq4aNHGRfxgrXPMim%2B5487abL7xhdseIRn1KDl%2B7aINixdv0OD%2BJSPwKf5%2BxoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz%2B9a%2Fv2PH1Hfz9236w%2BZrPXvWfAxlj4NLLHpq3c%2FPQ3uvmvbrjG7fe%2Bo2y%2FcLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF%2FtkkOGPW2ibWaBTkeZ%2FdvPWazXfOnnvL6jkRXpi85sFzZt%2B55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG%2FyVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6%2FOU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR%2Frg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x%2BMJiOA3YwhDRQrWU0u%2F0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0%2Ba0uoiFH%2FxcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL%2Bj3D%2FuwhBRdyAyozeZwvQzs79soi%2BBKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo%2FybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM%2B3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho%2FVDkzQfLE%2BIrYoJXkD19pdP7OwG%2FvoIUtagiWiZ4PAFTHHlTVhRZ7dYmPar%2BNJ%2B8JhmR6DFK5DV1foHoLNO%2FpHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj%2Bi5%2B%2BWZfKeViJfW5HnUakVL4UCNVkA4%2BETfIqx4B5xSaP2L1yn0zn2ltPn4%2BOqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL%2FNNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE%2BcPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP%2BKps8J9%2F3mGQIteY%2FLGPC%2BL7872SPR2br5fy8MtKBMHedGuM28%2FMZmPJMrGgi3Gb1S%2BSi1%2FL%2FzrZwO9XH1ce%2Fz7ZQ1WSoY%2F%2BpMb5FT4ua0Wm%2BJf%2F298nFmChEQ%2BTi71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa%2F1IFO1%2FjdWr%2F8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc%2BKJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3%2FtM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB%2Fyox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt%2FqMDnvLpPNTXfNa60z5%2FyjXQOMq%2BlNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd%2BRiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb%2FpBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap%2F30lnVESgNnvjbUoT6w9N%2BXoio0qcYOIM%2Bheg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X%2BPE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa%2BdAdAbMYX6HVF8A%2B7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf%2FNf%2BNy65BhYxxxV%2B77XJ2wfQ389%2FIQPgajXbwMsuAz%2F0IaQcXJavKbRqR2IqyZruXjVC2%2Bhdee%2F5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab%2FwXl2CNe7s%2FqCtTvWgG5kpBmCBlSzDS%2Fr8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8%2FNCfiOUVirYcBbIeA2%2BiF68rQIo3B%2FS628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935%2Bk1efkV51mzzrM0LL3%2F20avnwMeKuWyOUZg2TasSqZ%2BKcZQiOn1Iu2Vh497ALUVZiCKt%2Fgh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1%2FuzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb%2BokJ5JRDyf54Axur1D%2BWS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt%2Bt%2FqW2%2B93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz%2BtJo%2BwijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF%2BkuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj%2BZ4i%2B42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA%2FhRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz%2Bx%2BFkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3%2FRTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY%2BuSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN%2BfiK86LeXj%2BSc5lPKy%2Bk%2FvCUI%2FDaLFYCWHr6nbXuILTIsb5imNKY%2FrCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T%2FyOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH%2BL0eCPxmsa5ZpgRJSDZ11yDv%2Bjmbd86vxZfc1WcZJ3UkMq1BOOOVtvu%2F%2BpB%2Ben186d3GTwWAw2jheaJs09%2F%2BLNfZft37DALyrNj1wABMuUKbODyTVnT%2FKYbJ3Tpq8IrNh92dkxOj5P%2FYpZx4%2FycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB%2BcV99%2FeTF6294dA8%2BTK6v74MHVpYNRt%2FI30e8QGTOOdfGWzzxcy%2B87a7bLjw37rHw1nPzp0KyyRSeZO%2BQQhInt3dYgvycjrPOv%2BT8s1rptaP84VeywdWX2T4ysr0%2F7TLIs6%2Bx9zib56ye1dM9e%2FXsZmePY3NDs9zlnNVt4%2BWgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS%2BXPplV2ts4bvCwZu%2BKzgITtxepaPRzWdpv74muvv6RO0SorX6cu%2FdqKn%2FXWnrtp%2FZragz13DUCl5myiFW2Ycvb0PtsXnU%2Btx8pvLFbUspLX68mdegwmOif%2FNPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3%2FjdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx%2B6arPqbkcNAHoFPzKUUQ%2BqL0k97pjbZv1I%2FegC9zTFbrrlFpNdmea%2BgIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV%2FScS%2BzjlASyUTVv%2FAJ46gkJI4bHX4lTnloctxPZE1ckS3%2BjG2fKIjkQFyzuo8jvYQG1OrGvJPSTu%2FnSp9PHNTl4z5hK%2F8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt%2FwkSx%2FJCmP5%2FcBKQfl%2F5gd%2BrOS%2F%2Bp91%2F%2BYCg5CXK2W4M9fu%2B%2F6xxX%2BvnelVuldIDCG0VQTpU9Dw4pRfei%2B6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15%2B5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl%2F5bqzYqT9hMmptEXDgTqP3Wiye%2BsD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC%2Fv8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4%2BTi7W9D%2FOZrLChdwxmPNiBRqVjnpK%2FaGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3%2BOfU5%2FieLS%2FNuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD%2BN2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad%2F3t2KTtPobnX6D8C8pd0MDP%2BKx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE%2BJGTS3JoEhTrz8%2FCB%2B5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk%2BhtwN5A0V3RCPoD%2FyXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps%2Ft%2B0iCT3AHVtZC7JDCXfR7OSb%2FXja5H3zQbZL1B%2BULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset%2BnQWdS%2FZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5%2BLhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW%2F3Q5Nn8BZEuzqEI7HK3n0%2BzFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj%2FmQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2%2FBWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY%2FyCZu%2FAmd5Or9uS3DYaeqVOhH7gZN%2F8I%2Fwi1fEuLXvyNivibjuKvN%2B1Nc01HF%2F3h%2Bef%2FsOhox8MPd5SFucPjorQwXT%2BytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP%2F79nbvCXFOY%2BPUjrT7%2FotsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9%2Bpbs6E%2FVu7Nk642%2FPYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu%2F19%2F5QW9Rv1U1ridT22i%2B53pzumbs%2BXFFXYC%2B%2BCGsTj5JUT%2FGCgRt3n78i2n71FHG4%2Fu6X%2B%2B9%2Braya7os3ZbDmgWfXun44e%2Bu2NZKuGZ0HiF8M4TlMPR%2BEU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l%2BuXrbjPUyep%2B8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq%2BNzK%2FOKSbsfl79o9G20R%2BbrBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery%2F7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1%2BSdazRrfddkBU98t1htvWrbjqSqjaCguxrffM%2F5zDCpBALUycmajhd%2BR6ww4SWafuZ5eU%2BtPid4lgd3gt%2Bb%2FY9rQoZNmiXYPXyRHbRs8zX%2Ff4WIFjWZJtUdSD55AP3xtXH%2BZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy%2F8F0GoqYPv75Yh9j3x4DuJ%2BuEzHRpAq2lMqb%2BqfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT%2BLUgx0Pg%2Fp87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv%2Fu9ZUWUx%2BPYFueUKwaNvbtu%2BXps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L%2FBehXuHqfaBwBEU7hfVLcXvS4VQv%2BT%2FvaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq%2Bk4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S%2FtkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP%2BEaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP%2FdsZ8%2BfP75D%2F9Uu5Gs3FY%2F2SxPld0DHOciXI9gqjcEidXjE%2B3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8%2BLTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7%2B%2BwW4gRDRbaxw2nrOGm%2BxOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot%2FFpHvIUjJovFEoYvHYV9C5Y%2FxN9OfcalvII37UEhTbTg%2FAQIaPb4Vz6j5u8%2FaViycMod%2FfkDcpu8QZbZoeBi%2FvbzP3XPsZvOubMtaPHkD9jt6%2BU2O7vqU%2F9C9SMvgrXpQNG%2FE0oJxun%2BCiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp%2FVAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y%2BpGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr%2BP2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr%2BP30f3OkPQ72aO0xYo3%2FEsmO3QO5qEF8S0qQH0UsKXv0brnl9%2B8M7jF174%2BDsfvPOl1au%2FRL5%2F9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x%2B4ofw%2B3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ%2BpYl%2BSf8YcurfmXP5F%2Fkj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0%2FOM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw%2B1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g%2BRn533qkocdvLs2HmhU75br%2FMmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3%2F3pYNi3bS%2BRd%2BGjOfVpAPNd6y64Gsz1GaZleWIPoYL%2Fv9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk%2FIojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB%2F36kP%2BK38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL%2Bx03nhh%2BoNo5e77psxg9Q5LzebIKD%2BfsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O%2Fkdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P%2FF7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF%2FBRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm%2BRdmIJQST%2FZfVdudUvh9S%2FqqNvqT98g9SQ3lHibZY0mRVHooyDN%2FFHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi%2Bd0s4%2Bztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr%2B1VZFcEZ%2FPdJkn1hOs8SXS%2FNFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq%2Brbyg1Z%2BO8VsNC1UmcvORPRfxtPrfRwL2p%2FoA1eZp6Z%2FaGffoewaXcA%2FxBlKlQLfhQL%2FoPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp%2FbXh5e5YXW2Ngfvza0ZF6UgFL%2FE0fTq4LBlvTE2qb%2FKuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8%2FVWi33c3bBZnGY05%2Bdm%2B3qc7fNmj4YGKLj2nfqFP%2Bg7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j%2BSYEWHlZ0K%2FHgsh%2FZtsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D%2BYVyKd0jw3iumwi%2FBC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc%2FJ5uGm6CViW5mulYMk%2BHqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br%2BfcLyoAyu8D9B7bgmzUqfFobF5nKnK4%2Bt8MPJkI%2FxHUNWk117jugWF%2BxazTAALQn6%2BUE9lhoI5ApGA%2FiuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL%2F3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n%2BjspIsHFjJrTOdzSMuOa9DbDcj%2FnH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U%2F8JbJZPJJLBLolH1La%2FRbF9AbC8JJjv%2FmMnssKjLRBJyqj9QXxNko0Ux%2FX79epfiXkm6fmKwF%2Fen1HLc6LxloXWKvGa5rVCVL83VuiPcDEX%2FK5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS%2FkTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv%2F36k2sbqCeCFNa%2BURpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR%2BD79H56NOz0EVWCTy2%2FfffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ%2BT%2FEl3uZqL%2BFyzSZ8XxpTiI%2FG0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ%2BeuOeG2SORmKZr%2FqKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya%2BvlKqv6aXK1qIj3imL%2BL6hL%2ByvUlFfE0VKZ7E8gBY3M%2F8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry%2FLgZIlCeP11Z4zs%2FAwvVwtGFEut5S1JY4lfyT0N%2FevOLo%2BrUEgjcqc9IkGpQbv3iW7Co5b%2BKgjvpzYdH85PLcc4X21ouwEGl%2FS4qnUAvoSlXUUhR1eKr2VWFTB%2BGMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH%2FqPepXQ0Db77CJOAImohB%2BRPWr31ev5g%2FkE%2BzTa4lbvZo8xdWPffQu9yJTPCNB66s%2BzXoJt%2F0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0%2B3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80%2BUxfUHPlBZIRVNQ%2Bv0xRm8REKPoLmNr0%2BUo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV%2F%2Bmfr0C0r%2FNkeXbbpPlOTBBwT0mVz1zx9S%2FwJecBF9Wgv3p032iP2v4VSgfgW2G%2BHUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt%2FQRasn2kri%2BH6L80MJRsmVYJrAKyDItpJUy3%2F15WYIJqcJ9Q5N%2FLFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb%2BIP8gHed%2B6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha%2FfJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG%2FXbOFz%2BTcq2MLrcmV28Nmi%2FOHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw%2BluPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs%2B31Wm5qpH%2BiJWSzqdPr2O7zc2TmtnrzCig6bBd%2FvgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I%2FMAp9q9S3Q%2FclADNm1wEeO%2Bxbwg5OIYHZLY3ehG5lJk2xhco%2B6JWybpEVz2wrR6hZyD0QXZbeDVB%2BonmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P%2B1fAll%2BSyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y%2Bcf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY%2Ff%2BucuMtCuP%2Fe4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn%2F%2B7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7%2F6B23%2Bf%2Bsp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz%2FQ0hI0m3NKDRfkgsrnamo%2Bp0CAq1FyvC3a3Nak%2Fs5VX282x9Ufy3E39VAx6o7LpCvO2wK%2Bch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5%2BjP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00%2FWavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR%2BgufwA8GegxUEo4A%2Bgd0BASHiH6jYMLIsUdQJTs%2FC641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW%2BAMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA%2FxUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA%2FE%2BDXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX%2Fk%2F7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh%2FTK18StOPhwG9Xo5mqXAxvw%2F79YQwwDR%2BnAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw%2BoTFqxtz8dxwtogBnF9MjIl%2Fin%2BK8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O%2BGC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6%2FOC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx%2Bv1UKPsfvzQU0Kc83i2VdILmd2%2FyX55zT9luN2%2BCu4nKfwPcK%2FCvDVU%2BpHh8%2BLaldIf1fA5h3ndT6Fln9%2FW%2F9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW%2Fuib%2Fud%2BVK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M%2BVG0KsUdgdvpgP%2F6NqqP0%2FgHZFUfGEijZLHpiIgvV5%2FBltrj8Qd7XQd5p4P%2B7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z%2FvvacG%2Frjpsvnpzs0B1Id6fmX8119l88XnOxe%2FuGrzzHcdu7UtY3%2B2vmXN5zUyj3ZcPl8p1sZSs6%2FnGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q%2Blwg1RdRSpFDNzosb44YJXnAfoEOpZW%2F%2F6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21%2FBWW5DnPQbn2X1WK43%2FaM2n18DfSoybbNHijFpamzXI31eRibGUOxSu%2FlT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO%2FVjC%2FEinToFyoNDz2p9XD6g78WgQdPG7Z3R0T%2FZ5dTM9lsL8Ktek7szl2L%2BgQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T%2F4VeamYPlLtffdQsk%2B2sUTY%2FzDXl%2F05W53%2FBz9UK3p7LjapZ2ZxOm%2BUlZXrL3HHGqO8%2BwVroDaCTTnTxitMxmiAAYQzVJQH%2Bnj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj%2F9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz%2B3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62%2FqN%2FtjQxnSnhnKPw%2BLNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh%2FLvQZnt0evgIhTFV0kE%2FPYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8%2FCj1Y9NY6cnGVW0CjTLaz7E3epvaT%2FLtTV72Rs%2B0WVVmd0dz%2FMGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf%2Fz%2Bfdka%2BeKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ%2Bbewnf18ap4Ib%2BmSMrtDU5zqlD8QANa5MBGh%2FOwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq%2B7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2%2BYuMbmE9dwGYB4KFTsvnDE6Ah47r%2FfE3AYI%2BoXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU%2FA%2FJsw%2BvWDa%2F7emewLaoeibaF1B9qUNnuqWK3%2BUfXYVL1v%2FomD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk%2Bgk8pL0mcCDOn08MDAQlf%2B%2FSlTZ1z12fnqntOhbOTL9%2FZdevbAPN%2Byby1f%2FuUtC%2Fixm8ZBo59LTXEW060hGrTDplNprWd58fwB%2Fb%2FE27BdS%2Fs7U%2BrGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt%2BKh6HN4ti6lxIhT%2FwahnZtWwzlY9QHQ2c79C%2BdxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah%2FPFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn%2B2MnYv36dbMDBTonl%2FT%2Fma5IKAyEGz%2B4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK%2Fyp%2FgLEBVat5WnPDdKA574ubuFJ%2FIUfZ%2FY2Nt6mN%2BZNNTSTaeI56gKwkXerTe9DDHUw8%2FH35FY3nNN7GGuBKWhrV9ep%2B0k1WjNWVaHkW1yA%2BQHWNu8rtBw2a5YXuE40rs7%2FGA%2Bj09V3hA98yRnFPOGr8ltGlsFdD%2F7tRce3LH6Trcneuiy7K7J3khKu%2B3qUaXPWaX7T6%2FKfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM%2B0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz%2BXmcOs1H31U6cC6RTVLfCg7RNBF1UF2%2FwBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH%2BWC0E1qOGtP66s1MYv%2BVLu8%2FXFXvV%2FZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86%2F1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp%2FlYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm0MhG1%2Bx1SXwLpFi53b%2BaHRYo%2FIrbZtuWAKu5cSEXfybnnmUCaXGTpQr0xK2O2WWY76f%2BnAjNVf7nCZHU5XqIkTnpt6VtvsFlPXg1031g%2FVRdpkkyVpD7jnmax88QwDvg%2F66NnMRdRXTcGTmQc3cuINwN5IQqi0yzb%2BYFVHuVqI5s4ADfg5oE4ybDLd28mFSFmYvRoomsWXEdLU2Wl3GJy93ZNb%2Fd5gqmNaqJZSO1l6PVRy0nZIj%2F45EetjLguh1rLqR%2BSK0hO6NrsqcNX8zoUdjQYDJ7tb4os6%2Bi%2BY0qpY2AWlnLRDWdGFTfGY1gV0zNAtJ7pdo24se0D88AwLY%2FgZmE9iuP4V5v7CSR%2FRThaHLh%2BUeBkXwU6BC7lGOevK65udTv%2BtS%2FPfW7qj3ljTcj3b9OkbV85t8xsMj7Ddj7DGpthZKwKPvso%2Fc%2F1K9aLE12fMWLV1y1D9ua8lyJdWXr%2FbG%2BnoCFutf%2FmLILe39ITUV4igr3876fpX5g2zeB52sWnIL4fXHlgeUzOx5QfIvJQyrKQE9wHUqVq%2BPEaOrz0wVvNbJZVSfsuMzxN4l9PkedFzw9V5Dj%2BnzpgoT4ZxCxJfC5RWLc74YVHxKlExCYt0JAOMatREhHBSCAtSfod6x6Ls8HCWECLwXZ9nd5Dz1T24JUdWs6fU3%2B%2BfcnT49Qe%2BkBs%2BwdsMZgPXMp3U5S958snPP%2FEE7bvkOPCuTUDTUQ%2FUzirLhML9yPahoe1D5Fj5jWsaoveyP00PehdUAHk%2FseDVWsvDWXXXsyn%2F4wfpXc2V3%2FQxli3jl%2F5hj%2F83avSCfpTNxOEKLmTjxOEKuxgNlsQn0xgct724mhynupNW1Ph6o3RYS3%2F%2B2TJrzLlkFz%2Bip3qCHKf6eqW02QJLjBYuuj4sobhCWqa%2FYHGEHpcnumuWSOhxeaL7sOakNR6vvmo%2BYcfFA8UFXEPZf9UjyudIOyNwx%2Fi90DdsujS%2FFX2UAwvWSVK4NxaMhAGw3oowp%2Fuc8CTi7D2rBgZWwb%2F60faR7SPsEbjkXy4G0XaqhXPwe2cePjxjxuHD6ssQuR1fq6PF0E%2Bo2t1nePTn8TUmxz%2FA3crMoCc7egESuoTHYc7mYdg6etORoOhR7BBGD%2BqJopELrl4S6cJNRtEAsLP%2FOdvnJq0Wo0GolY2Et9VFB2Kf%2B4bZvVyxfOMz3WdFfSIryj6DwWghre7aQbdiDrkTL3A3vNDuDpk93HqXwam%2BbWmUJZfNn5ozKV5Pmmq8PF%2FjVY%2B2Tlk2M2RzSXKjmbQ4RZcQavEYrN%2F9rlXwtIQqzxQNMzPPfHYLvuPoO9TbT8bpGw5CQPGd%2BSyX%2FCyf0Vxjd2R9NmsunnXYa8xGHzn%2BsSfM5J0y0DZEXWWxkXjcR75KBLNLHi7XvX2G8VOrf4Ykg0AMdBESIpo7MgAfyakA6rkqpI6UjNs0px7cMV%2BD5BF49Tez1VGnYmq0WIijp985m4Sn2gJR9b07riPPFo97OYbUZbxJCpot7H%2FlpZBicglCPN7WOfJkcHqc3ElWqvvz%2F1E6bIQrG%2Btz6WkM1SM9FBTR7FSs8KyBBytSmNEoquJNFN5EQyTiCrnKDx1h58yxCepPHU5nxGoxEQeeOZi2m80DxNxncVhr6BmEfUarxejw%2BWSiHhWk19bSY7aKR5MsteblJpfTLtjimBouXsm3d3djjYM%2BwEW0El9dM%2FueVRWIsXwe43R7SgbVZqrnqoJ1X%2FkuF7pcgf8duv4q6vayV5U9zMV91GxO59UUjW8rHV6u799WzKMT7umRCXbYUKM%2BfoaCcwgaoqZUtmodV3p%2BX7akb4dnU9B9La38RPFUG2SCC90tVA4XwEFhyOpZZrUCsgWYHsczLFBBVGNtstoN1bw0Z%2BO4fYIbvZVt4EUcJEKOhHeincWqONw%2Bq6w5Go%2BWGOSR7LhKV%2BKBqbBPpfUvOf9QqkpDyVhBeyyZQGMsdA5FBUqvFMtUyGq9vjnsAJU4UcrxldP1CCaofyDkSAifoP5QwWx%2BSyUGxp75BzGAvtG7uQ38LehlyEQMeh0TeE6Bm7tYdXqdkt0uOb3kfYlNwmOdDyacOq%2FqlFo1v%2BPTmTi3E%2FglC9W11b34A22zmLzvb231Q0L2Bgg60OTW4YdstO%2BYOJnO38TtpH7zy9ymokWyA79qlVSn38HtpFlImFnhu3b4boNWXklOXV0Iwo7lQ1hrZyPFcwtjwFP7iEKSHSSJw509kh8kj6pr%2BH1jR7km9vcvqN9657vffefkv%2BfKxge1X%2B7RdjYUPIESN7gTvRkB%2FRMYtEkaVkdHApmdBPpnKmz0n1xSWFOyVIuLrinZwpoCRe6kyiVZoHX088F%2BUX4%2BWKS4iBTP0IWxGtZgOdMaV4KTayqHQF%2FVihBwTbgDXTCmKoOBJeNhwJMzEVjtjIFLuU38fPR7hqNG1JS7g%2FqRCuy3vmQ3W9Vu8qbVbP%2BSzazGRJH83MzP90Ck2m31mMjP8TiLn5uwD2Ugr2PFvPQjB5BnSJvQxGQZZEB%2BLopqzGzDbMmbkAPkZVJjeO5FzOSBKCgJze2ZS4Gemc9twrwY6u9H61iUQTcRvtdT9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%2FTAF4EewSUABgAAAETNjIXEyEyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAyABYRMT%2Fp8RDPn%2BbxQLDPb3DAsUAZD7DBEAAv%2FTAF4EewSUABgAIgAAARM2MhcTITIWBwUTFgYnJQUGJjcTJSY2MwUjFwc3Fyc3IycBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAfPwxUrBw0rA6k4DIAFhExP%2BnxEM%2Bf5vFAsM9vcMCxQBkPsMEWSO4ouM5YzTAAABAAAAAASwBLAAJgAAATIWHQEUBiMVFBYXBR4BHQEUBiMhIiY9ATQ2NyU%2BAT0BIiY9ATQ2Alh8sD4mDAkBZgkMDwr7ggoPDAkBZgkMJj6wBLCwfPouaEsKFwbmBRcKXQoPDwpdChcF5gYXCktoLvp8sAAAAA0AAAAABLAETAAPABMAIwAnACsALwAzADcARwBLAE8AUwBXAAATITIWFREUBiMhIiY1ETQ2FxUzNSkBIgYVERQWMyEyNjURNCYzFTM1BRUzNSEVMzUFFTM1IRUzNQchIgYVERQWMyEyNjURNCYFFTM1IRUzNQUVMzUhFTM1GQR%2BCg8PCvuCCg8PVWQCo%2F3aCg8PCgImCg8Pc2T8GGQDIGT8GGQDIGTh%2FdoKDw8KAiYKDw%2F872QDIGT8GGQDIGQETA8K%2B%2BYKDw8KBBoKD2RkZA8K%2FqIKDw8KAV4KD2RkyGRkZGTIZGRkZGQPCv6iCg8PCgFeCg9kZGRkZMhkZGRkAAAEAAAAAARMBEwADwAfAC8APwAAEyEyFhURFAYjISImNRE0NikBMhYVERQGIyEiJjURNDYBITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NjIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR39vQGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHQRMHRX%2BcBUdHRUBkBUdHRX%2BcBUdHRUBkBUd%2FagdFf5wFR0dFQGQFR0dFf5wFR0dFQGQFR0AAAkAAAAABEwETAAPAB8ALwA%2FAE8AXwBvAH8AjwAAEzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2MsgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR0ETB0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHf5wHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0ABgAAAAAEsARMAA8AHwAvAD8ATwBfAAATMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYyyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHQRMHRXIFR0dFcgVHR0VyBUdHRXIFR3%2BcB0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHQAAAAABACYALAToBCAAFwAACQE2Mh8BFhQHAQYiJwEmND8BNjIfARYyAdECOwgUB7EICPzxBxUH%2FoAICLEHFAirBxYB3QI7CAixBxQI%2FPAICAGACBQHsQgIqwcAAQBuAG4EQgRCACMAAAEXFhQHCQEWFA8BBiInCQEGIi8BJjQ3CQEmND8BNjIXCQE2MgOIsggI%2FvUBCwgIsggVB%2F70%2FvQHFQiyCAgBC%2F71CAiyCBUHAQwBDAcVBDuzCBUH%2FvT%2B9AcVCLIICAEL%2FvUICLIIFQcBDAEMBxUIsggI%2FvUBDAcAAwAX%2F%2BsExQSZABkAJQBJAAAAMh4CFRQHARYUDwEGIicBBiMiLgI0PgEEIg4BFB4BMj4BNCYFMzIWHQEzMhYdARQGKwEVFAYrASImPQEjIiY9ATQ2OwE1NDYBmcSzgk1OASwICG0HFQj%2B1HeOYrSBTU2BAW%2BzmFhYmLOZWFj%2BvJYKD0sKDw8KSw8KlgoPSwoPDwpLDwSZTYKzYo15%2FtUIFQhsCAgBK01NgbTEs4JNWJmzmFhYmLOZIw8KSw8KlgoPSwoPDwpLDwqWCg9LCg8AAAMAF%2F%2FrBMUEmQAZACUANQAAADIeAhUUBwEWFA8BBiInAQYjIi4CND4BBCIOARQeATI%2BATQmBSEyFh0BFAYjISImPQE0NgGZxLOCTU4BLAgIbQcVCP7Ud45itIFNTYEBb7OYWFiYs5lYWP5YAV4KDw8K%2FqIKDw8EmU2Cs2KNef7VCBUIbAgIAStNTYG0xLOCTViZs5hYWJizmYcPCpYKDw8KlgoPAAAAAAIAFwAXBJkEsAAPAC0AAAEzMhYVERQGKwEiJjURNDYFNRYSFRQOAiIuAjU0EjcVDgEVFB4BMj4BNTQmAiZkFR0dFWQVHR0BD6fSW5vW6tabW9KnZ3xyxejFcnwEsB0V%2FnAVHR0VAZAVHeGmPv7ZuHXWm1tbm9Z1uAEnPqY3yHh0xXJyxXR4yAAEAGQAAASwBLAADwAfAC8APwAAATMyFhURFAYrASImNRE0NgEzMhYVERQGKwEiJjURNDYBMzIWFREUBisBIiY1ETQ2BTMyFh0BFAYrASImPQE0NgQBlgoPDwqWCg8P%2Ft6WCg8PCpYKDw%2F%2B3pYKDw8KlgoPD%2F7elgoPDwqWCg8PBLAPCvuCCg8PCgR%2BCg%2F%2BcA8K%2FRIKDw8KAu4KD%2F7UDwr%2BPgoPDwoBwgoPyA8K%2BgoPDwr6Cg8AAAAAAgAaABsElgSWAEcATwAAATIfAhYfATcWFwcXFh8CFhUUDwIGDwEXBgcnBwYPAgYjIi8CJi8BByYnNycmLwImNTQ%2FAjY%2FASc2Nxc3Nj8CNhIiBhQWMjY0AlghKSYFMS0Fhj0rUAMZDgGYBQWYAQ8YA1AwOIYFLDIFJisfISkmBTEtBYY8LFADGQ0ClwYGlwINGQNQLzqFBS0xBSYreLJ%2BfrJ%2BBJYFmAEOGQJQMDmGBSwxBiYrHiIoJgYxLAWGPSxRAxkOApcFBZcCDhkDUTA5hgUtMAYmKiAhKCYGMC0Fhj0sUAIZDgGYBf6ZfrF%2BfrEABwBkAAAEsAUUABMAFwAhACUAKQAtADEAAAEhMhYdASEyFh0BITU0NjMhNTQ2FxUhNQERFAYjISImNREXETMRMxEzETMRMxEzETMRAfQBLCk7ARMKD%2Fu0DwoBEzspASwBLDsp%2FUQpO2RkZGRkZGRkBRQ7KWQPCktLCg9kKTtkZGT%2B1PzgKTs7KQMgZP1EArz9RAK8%2FUQCvP1EArwAAQAMAAAFCATRAB8AABMBNjIXARYGKwERFAYrASImNREhERQGKwEiJjURIyImEgJsCBUHAmAIBQqvDwr6Cg%2F%2B1A8K%2BgoPrwoFAmoCYAcH%2FaAICv3BCg8PCgF3%2FokKDw8KAj8KAAIAZAAAA%2BgEsAARABcAAAERFBYzIREUBiMhIiY1ETQ2MwEjIiY9AQJYOykBLB0V%2FOAVHR0VA1L6FR0EsP5wKTv9dhUdHRUETBUd%2FnAdFfoAAwAXABcEmQSZAA8AGwAwAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBTMyFhURMzIWHQEUBisBIiY1ETQ2AePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnL%2BfDIKD68KDw8K%2BgoPDwSZW5vW6tabW1ub1urWmztyxejFcnLF6MUNDwr%2B7Q8KMgoPDwoBXgoPAAAAAAL%2FnAAABRQEsAALAA8AACkBAyMDIQEzAzMDMwEDMwMFFP3mKfIp%2FeYBr9EVohTQ%2Fp4b4BsBkP5wBLD%2B1AEs%2FnD%2B1AEsAAAAAAIAZAAABLAEsAAVAC8AAAEzMhYVETMyFgcBBiInASY2OwERNDYBMzIWFREUBiMhIiY1ETQ2OwEyFh0BITU0NgImyBUdvxQLDf65DSYN%2FrkNCxS%2FHQJUMgoPDwr75goPDwoyCg8DhA8EsB0V%2Fj4XEP5wEBABkBAXAcIVHfzgDwr%2BogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K%2Fu0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf%2B7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY%2FAT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX%2FdQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K%2FXQYGf5XDB4CBggEDRkBqRkYAowKDsgOC%2F4%2BCw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJy%2Fov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2%2BDCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ%2BAjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL%2FpYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ%2BAjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L%2FpcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv%2BlwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB%2FAI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA%2FK4KDw8KA1IKDw%2F9CDIKDw8KMgoPD9IBwgoPDwr%2BPgoPD74yCg8PCjIKDw%2FSAcIKDw8K%2Fj4KDw%2B%2BMgoPDwoyCg8P0gHCCg8PCv4%2BCg8PvjIKDw8KMgoPD9IBwgoPDwr%2BPgoPDwSwDwr7ggoPDwoEfgoPyA8K%2FK4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT%2FtRSdmQpOzspA4QpOzsp%2FageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE%2BATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH%2BWwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT%2B%2BuSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF%2F%2FtQKDw8KASx03qP9wAwI%2FjQIDAwIAcwIDAwI%2FjQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ%2FAScmND8BNjIXAUEBAgkMDAn%2B%2FhUZ%2BgoPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg%2BEeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY%2FATYBQQECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK%2FRIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd%2BhGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk%2FnBkAfQCvMjI%2FtTIZAJY%2B7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs%2FUQBLGRkZAOEZGT%2BDGRkAfT%2B1AEsA4RkZGQCWP4MZMgBLAEsyGT%2B1AEs%2FtQBLMhkZGT%2BDP4MAfRk%2FtRkZGRkyGTI%2FtQBLMhkZGT%2B1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI%2FOD%2B1AEsyGRkyGRkASzIyMgD6PwYA%2Bj8GAPo%2FBgD6PwYA%2Bj7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI%2FjAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAwYCqggI%2FjAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg%2F9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj%2F%2FwRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4%2B%2Fj4dBLAdFfuCAbz%2BQwR%2FFR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY%2FATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2%2FkQLEAFOBw45BhcKAcIKFwY%2BDgdTARABVpYKFgROBBYK%2FdoKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw%2F%2Bsf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg%2F%2BcA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP%2FagOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE%2BBAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT%2Bz76Hh76H%2Fu9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K%2F7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE%2FAQEDIQMCqQGBFCgSJQkK%2Fl81LBFS%2Fnk6IgsJKjIe%2FpM4HAwaBwcBj6wBVKIEr%2FwaMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu%2FVoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU%2BATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD%2BDCk7AQYLFyEaAdc5dWM%2BHy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb%2FK5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK%2Fgy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL%2FtQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI%2BAzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI%2FOCnpwMgpwACACH%2FtQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ%2FnAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V%2FagVHR0VA%2BgVHR0V%2FBgVHR0VAyAVHR0V%2FOAVHR0VBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR3dArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V%2FagVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V%2FOAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3%2B6WQVHR0VZBUdHf7pZBUdHRVkFR0d%2FulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA%2FAAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA%2FAE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG%2F5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V%2FgwVHR3%2B%2BqfIyAHCASwVHR0V%2FtQVHR0VAlgVHR0V%2FagVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V%2FgwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd%2B7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH%2F0SHywsBIT%2B1AEsA%2BgsH%2F12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs%2FNJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7%2B4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4%2BrWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab%2FG8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ%2BBQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ%2Ff4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA%2BhsAgYUFR0OFgoFBmz9BQGQMje7%2FpApOzspAfQpO8i7o%2F5wpbm5Azj%2BlqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp%2FgwpOzsptsj%2BtKW5uaUBkKW5%2Ftf%2BljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml%2FnClubkCfwFTCAj%2BrAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn%2BDCk7OymZZ6W5uaUBkKW5G%2F7TBxUH%2Fs4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX%2BcKW5uQHKAYsHFQdlBwf97QcVB%2FgHB2UHFQdvCBQETBexOyn%2BDCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH%2BAcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE%2BAQgIFAgBBAcFCqrICggBCAgI%2FvgICsiqCgUH%2FvwIFAj%2B%2BAgFCq%2FICgj%2B%2BAgIAQgICsivCgUDlgEICAj%2B%2BAgKyK0KBAf%2B%2FAcVB%2F73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ%2F%2BMB0VZBUdHQRMHRX%2BSgHFDggV%2FBgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ%2F%2BMBUP%2FjAdFWQVHR0ETB0V%2FkoBxQ4IFf5KAcUOCBX8GBUIDgHF%2FkoVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ%2F%2BMBUP%2FhQPDwHsDxUB0A8VBBr8GBUIDgHF%2FkoVCA4B4A4qDgHgDggV%2FkoBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS%2FNISGRkEMv4OCx4L%2Fg4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2%2BsgVHR0VyBUdHQGlyBUdHRXIFR0dA%2BgdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw%2F%2BFA8V%2FjAPFRUPAmQBthUIDv4gDioO%2FiAOCBUBtv47DggVA%2BgVCA4AAAH%2F%2FgACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL%2BMQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX%2BOQ4JFAPoFQkP%2Fj4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA%2BgVCA7%2BOwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW%2B%2B4WCQ8B9Q8q%2FfcD6BUdHRX8GBUdHQQ5%2FeQPFhYPAhwP%2FUgdFWQVHR0VZBUdAAEAiP%2F8A3UESgAFAAAJAgcJAQN1%2FqABYMX92AIoA4T%2Bn%2F6fxgIoAiYAAAAAAQE7%2F%2FwEKARKAAUAAAkBJwkBNwQo%2FdnGAWH%2Bn8YCI%2F3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4%2BrWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX%2BDBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm%2F5%2BHRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI%2FARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ%2BAQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB%2FIHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm%2F4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ%2BAQUiDgMVFDsBFjc%2BATMyFhUUBgciDgUHBhY7ATI%2BAzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ%2FeMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD%2F7UDwoyCg%2FIDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw%2B5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP%2Fs2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA%2FAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJyg2oHB%2F7ACBQIyggIagcVB0%2FFBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf%2BvwcHywcVB2oICE%2FFBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ%2BAQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV%2Ft0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA%2FkAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ%2FAgoQEP32EBf92hUdHRUCJhcD8f5VDSYN%2FlUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3%2B3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN%2FlUNJg3%2BVQ0KFQEjHQSwHRX92hcQ%2FfYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ%2FAgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN%2FlUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I%2FiH%2B1BUdFQ5e%2BQgUCGoHB%2FleDggEsB0V%2FtQVCA5e%2BQcHaggUCPleDhX7UB0VASwVCA5e%2BQcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ%2FAScmNgP2agcH%2BV4OCBX%2B1BUdFQ5e%2BQgU%2FQwBLBUdFQ5e%2BQgUCGoHB%2FleDggEYGoIFAj5Xg4VHRUBLBUIDl75B%2F3xHRX%2B1BUIDl75BwdqCBQI%2BV4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3%2BDA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc%2BBAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP%2FnDI%2FnAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe%2FokKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf%2BiQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc%2BATc%2BAScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy%2Ft3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U%2FM0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc%2BATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY%2BBDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA%2F%2FcAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl%2BDiINfWjIWCwQMWv3%2FIw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP%2FcAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ%2BBTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2%2FVFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP%2FngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U%2FBQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR%2FplkGhPNzRMaZP6ZERgWDwFrBLBYPv6t%2FrsOMRQpFA0M%2Bf75XRRAFRAJgIAJEBVAFF0BB%2FkMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA%2FAEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk%2FHxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd%2FnD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb%2FkPD%2FkOFZ%2F9qP7dFR0dFdECWPEV%2FamNetEVHR0VASMDGvkPD%2FkOFfG1jXqfFQSN5g4qDuYOCBWW%2FagdFWQVHQJYlhUI%2FpiNeh0VZBUd%2Fk3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7%2FtQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3%2B1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6%2BhUdHRX6%2BhUd%2FnD%2B1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB%2F%2F8A1ARMA8IABQAAAQcJAScBBEzG%2Fp%2F%2Bn8UCJwGbxwFh%2Fp%2FHAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH%2Fp8BYQAAAAAC%2F1EAZAVfA%2BgAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW%2FoP%2BHOYOCBWWAYHX%2FRIVHZYVCA7mDioD6B0V%2FdkVDvkPD%2FkOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3%2B1B0qHR8SHQYFyTYUHh4EsBYQoiUY%2FiUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw%2B1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz%2B1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY%2FATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO%2BQ8P%2BQ4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ%2F5Dg75DxUCWBUDYOUPKQ%2FlDwkUl5cUCQ%2FlDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt%2FBgpOzspA%2BgpOzv%2Bq2RkZAGQAtwXLSgV%2FR1kOylkKTs7KWQpO8hkZGRkAAAAA%2F%2BcAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k%2FV0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj%2B7BAIHBUBUQ76AgQQDw36%2FtT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM%2BATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU%2BLwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N%2FrmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI%2BARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW%2Bv4%2BMv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3%2BqBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv%2FtQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo%2FrgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl%2BIZJZkMjIBwvoETCEY%2FqgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX%2BDBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP%2FqoHphwOOmQBJYMGGw%2FLFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7%2BrRUoog0CDRElCkj%2BCVkBUxUoMjIBAgIDBQIZFrdT5B0V%2FgwVHR0VAfQVHQAAAAP%2FnABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf%2Bqg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH%2BJd0PHAaCASZq%2FqoCUGQVHR0VZBUdHQRP5gEFEBEXC%2F3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE%2BAR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN%2FfMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V%2FgwVHR0FDm5UaoMGGw%2F%2BqgemHA4OAWsfFm4NAQxUAS5U1ssVExIW%2FjgCCgIJAwcDBQMBDBGSVv6tZAElgwYb%2FQsdFWQVHR0VZBUdAAP%2F%2FQAGA%2BgFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM%2BBDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX%2BDBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf%2Bqg8bBgHP%2Fq1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob%2B7RAX%2Fu0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm%2F453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX%2B7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm%2BjfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm%2F5AARMQEP7tEBf%2B7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg%2BJFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD%2B7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ%2BASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY%2BATc%2BAzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU%2FOR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg%2FKhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh%2BWYcrIgsW%2FawQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA%2BgpOzsp%2FBgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH%2B1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E%2FtTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv%2BDMj%2BDDspASw7KcgB9Dsp%2FBgpOwSwOylkOyn%2BcGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj%2BL2oHB8deDggV%2FtQVHRUOXscIFALLXg4VHRX%2B1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX%2B1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX%2B1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5%2Fd8t2gXl6gAcbgv29vv%2BC%2Fb2%2F%2BLS0gIC0gAUwtICAWDg83ETNIMykfegEJ%2FoctICAtIAIdLSAgLSAEqF%2Bf3fLdoF5eoN3y3Z9Xb7%2Fgv29vv%2BC%2FBiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf%2FYAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr%2Bqw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB%2F0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH%2F6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6%2BRAH%2FSBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg%2BPqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB%2FslVVsn%2BAeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn%2F8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ%2FARYfAQcXAQKru0KNQjgiHR8uEl%2F3%2FnvUaRONQkIBGxJpCgmNQkL%2B5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl%2F4%2FnvUahKNQrpCARv%2BRmkICY1CukL%2B5UJCjUK7Qjc3LxFf%2BAGFAAAAAAMAyAAAA%2BgEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7%2FVj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8%2FRY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT%2B6dT%2BzP7oywEz0gEsAQsjDx0qBKH%2B5g8qHQ8j%2FvX%2B1NL%2BzcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH%2Fs0NBxMtPGQ%2Bi6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ%2FsoCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc%2BATM2FjMyNxcOAyMiLgEHDgEPASc%2BBTc%2BAScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig%2FIhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn%2F%2FwSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF%2BYOCBWWyJYVCA7mDioBLBYO%2Bg8P%2Bg4WA4QQ%2BQ4V%2FHwDhBUO%2BQ8AAAQAGf%2F%2FA%2BgEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI%2FtTIyAEsArxkZAH0%2FHwWDvoPD%2FoOFgOEZMjI%2FRL6ZJb6ZAAAAAAEABn%2F%2FwPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO%2Bg8P%2Bg4WA4SW%2BmSW%2BmT7UGRkAfRkyMgAAAAEABn%2F%2FwRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD%2FoOFgOE%2FgwBkGT7UGQBkGTIyAAAAAAEABn%2F%2FwRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD%2FoOFgOE%2FgxkAZBkyMj7tAGQZAAAAAAFABn%2F%2FwSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk%2FnABkGT%2BDAH0ASwWDvoPD%2FoOFgOEyMj%2BDMj%2BDMj%2BDMgABQAZ%2F%2F8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD%2BDAH0ZP5wAZBk%2FtQBLGTIyAEsFg76Dw%2F6DhYDhMjI%2FgzI%2FgzI%2FgzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P%2BcKW5uQJn%2FgwpOzspAfQpOzsETLuj%2FnClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml%2FnCju7wCZP4MKTs7KQH0KTs7%2Fm%2F9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn%2BDCk7OykB9Ck7gr4MJAy%2BDAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX%2BcKW5uQJn%2FgwpOzspAfQpOzv%2BFQGQFQsMvgwkDL4MCwRMvKL%2BcKW5uaUBkKO7yDsp%2FgwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf%2BDCk7OykB9Ck7O%2F77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn%2BDCk7OykB9Ck7z%2F0QGBgQ%2FREAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX%2BcBUdHRUBwik7Oyn%2BPhUdHb8BRBAQ%2FrwQFvoVHR0V%2BhYETLml%2FnCluR0VZBUdOykB9Ck7HRVkFR3p%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B%2Fvf%2B8wQMDgkJCQUCUCcn%2FtIXCAoQSwENuwUJEASeCQoRC%2F5TBwEjEv7K%2FsUFDwgLFQnlbm4TFRRWAS%2FTBhAAAAACAAAAAAT%2BBEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4%2BKTs7KQHCFR0dFf5wpbm5AvEBRBAQ%2FrwQFvoVHR0V%2BhYETB0VZBUdOyn%2BDCk7HRVkFR25pQGQpbnp%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj%2B75wpOzspAfQpO8i7o%2F5wpbm5pQEsBLAdFf5wFQgObf7IDw%2BNDykPAThtDhX%2B1Dsp%2FgwpOzsplMj%2B1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx%2FnugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO%2FoEOJw3%2BhQ0JFfod%2FoUD6BUd%2B7QdA2dkBLAdFf6iFg%2F%2BVg8PAaoPFgFeFR38fB0V%2BvoVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE%2BAQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n%2FfkD6BUd%2B7QdA2dkBJ7%2BTQ8g%2BhQeHRX6IQ8BrxAC%2FH8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB%2F7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH%2FfMICAEjCBQIiwcH%2FdIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY%2FASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A%2BgVHfu0HQNnZAP%2Fjg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V%2BvoVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ%2FAQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A%2BgVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3%2BWB0V%2BvoVHWQyMgACAAT%2F7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d%2Fsb%2BcQSs%2FTMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V%2BgH0ZMhkZAPo%2FK4VHQGQ%2FnAdFQPoFB7%2B1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC%2FtVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf%2BXAgUCMoICGoHFQdPASkHFQPolf7VXwkJk%2F5wHRUD6BQe%2FtQBLMjI%2Fc5qBxUH%2FlsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72%2FreWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykD6P7zZ4YPAw7%2B9v5wHRUD6BQe%2FtQBLMjI%2FYxGDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM%2FqIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA%2Bj%2B1B0Vlv5wHRUD6BQe%2FtQBLMjI%2FagdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75%2Fm6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P%2Fvf%2BcB0VA%2BgUHv7UASzIyP2F5Q8V%2BhQeHhT6FQ%2FlDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd%2B1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U%2FdoVHR0VAib%2B1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX%2BcAGQFf0vMhUdHRUyyGRk%2FoL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI%2FoUdFWQVHcjI%2FcvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ%2BAzMyFh8BETMRPAE%2BAjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX%2B4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH%2FuuFR0dFQGNAQgbHzUeAWcfRJEZDA3%2BPhw%2FMSkLC%2F5BFR0dFQG%2FBA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn%2BDBlL%2FnAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr%2BdiUNODgBBQoUDgN4FhkBAjg4DSX%2BdgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn%2B2cj%2BcGQBd%2F4lASwpOzsp%2FtQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn%2BDCk7OykB9Ck7ZMjI%2FveFo4XGyMhm%2BBUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE%2BBRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB%2FLimdWQ%2FLAkJHRTKFB2N%2FsKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V%2B7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy%2FtEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI%2FOAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7%2FRv%2B1DspZCk7BEw7KfwYA%2BgpO%2F7UOyn9RAK8KTv84AGQKTs7KQAAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkyMhkZARMsHz%2BDHywsHwB9HywyP1EArzIZP7UZGQBLGT%2B1GQB9GT%2B1AEsAAAABf%2BcAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE%2FgxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI%2FUQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP%2BcAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj%2B1AEsAZDIyP7UASwETLB8%2Fgx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP%2BcAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE%2Fgz%2B1AEsAZD%2B1ARMsHz%2BDHywsHwB9HywyP1EArz%2BDJaWlpYBLAAAAAX%2FnAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8%2Fgx8sLB8AfR8sMj9RAK8%2FagB9GRWQUFUASz%2B1FRBQVYAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkZMjIZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yGT%2B1GRkASz%2BDAGQZP4MZAAG%2F5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8%2FUR8sLAYA4T9RMj%2B1GQCWGRkyP2oZAEsZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yP5wAfT%2BDAGQZMjIyP7UZAAF%2F5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI%2FUQCvP5wyDLIlmT%2BDAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz%2B1AEs%2FtRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv%2Fy%2F50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V%2FtQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi%2FbMPCv7tFxD0EBD0EBcBEwoPAAAAAAL%2F8v%2BcBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr%2Bhg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ%2BteGOkHAFoEBD%2Bk3NPRWsOExNkqWP9kuQQF%2F7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD%2B8qr%2B8qr%2B1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3%2Bs%2F7U%2FtRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd%2FtQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd%2Bx5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc%2BATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ%2Fj0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb%2F7V%2FtVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s%2FoQPCgI%2FASzIZKLU1KJktP51Cg8DhA8KwwMg%2FoTIyALzCg%2F%2B1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz%2Bov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9%2BAFe%2FdoERwoP%2FtTI%2FHzIyNT%2BZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT%2BogHCJCsRBP5w%2FnAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX%2B1BUdHRUyHQFzKTs7Kf2oARP2%2Fro7KVg%2BASw%2BWP201MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7KfzgKTsE9gFGAUQpO5Y%2BWFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG%2F2oKTs7KVg%2BASw%2BWAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7Kf4M%2FtQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP%2FogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs%2BwQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf%2BTB0U%2FtIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K%2BgoPDwr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPDwRMDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg%2F%2B1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko%2FPwoKUIcMT4BXmRkyP4%2BArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3%2B1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq%2F9WrIiCikBSAOvArwVHR0VlgET%2FEoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb%2BlR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf%2BvCcrI%2F7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW%2Fus5Okxra0w6Of5yHSodZGQdKh3%2B1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ%2F68Jysj%2Fs0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2%2BjGv4KOTpMa2tMOjn%2Bch0qHWRkHSod%2FtQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ%2BAjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz%2B1CU%2FP00T%2Fe48PUJtj0r%2BogK8FR0dFQ2K%2FEqJDBUdHbMETBUd%2B1AdBLChizlmUT9IGVO9VFShdksE%2FH4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA%2BgFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U%2F5wU3V1BRQ7KU4aXDYyMjZcGk4p%2Fkc2LmRkZGRkU3V1UwGQU3UAAAMAZP%2F%2FBEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr%2B5eANGiUNWP30Vw0mGg3g%2Ft8KDw8BqmQBRGQETB0V%2FgwVHR0VAfQVHf1EDwoyCg%2FgDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn%2B1AEsKTv%2BDDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg%2F4f%2FfsgIAEnH1n%2BrAFWAS%2F%2Bq6IDIBUd%2FHwdBI39VR9ZH4MCBh9ZHwEoH%2F5u%2FqoBMAFV%2FBsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV%2FnAVJwi9CBMVAnEdKh19FROo%2Fa0dFTIdFTDILxUdMhUdAocB%2BhMcHBP%2BBhMclhUdHRWWHP2MMhUdMhUdASz%2B1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr%2Bif7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD%2F7UyP4M%2FcEKDw8KA7YKD%2F7UyAAC%2F5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc%2BARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF%2BgoPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb%2FnP%2FmBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL%2FCtqQ0geZgM3FR0cE%2F0fFyIJKjr%2B1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g%2ByD5YrBwVODMQEAtEERzJLUAtLUD%2B24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz%2B%2BQFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg%2F%2B1MgVHR0LCgQOIhoW%2FnDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb%2BYDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj%2FsIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn%2BPilUrAFINhWWFTYFFKxn%2FgwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn%2BPilUrAFINhWWFTYFFJaz%2FkIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO%2FYL%2Bhk5klpZkAQEBBQQvkwKCAVz%2Bov6iAV4BXgL%2F%2FuWqPOCWx5SVyJb6BA0GCgYDKEEBG%2F1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz%2ByFh8WFh8%2FshYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o%2F4Mpbm5Asv9qCk7OykCWCk7O%2F2xAfQVHR0V%2FgwVHR1HAZAEsLuj%2FgylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX%2B1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA%2BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0V%2FBgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA%2BgEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8%2FV1c%2FP%2F75fLB8sAK8sHyw%2FcB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy%2FsCwfLB8fLB8sP7UsHywfHywfLD%2B05AVHR0VjgQAAAH%2FtQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BNgLpRRkUASoLCAYFGg8IAQQNGyc%2FKZK4ChRUFQu4jjBJJxkHAgcPGQYGCAsBKhQaTBQVCiMUM7YDe7YsFCMKFgNuEwYS%2FtkLHw8OEw0dNkY4MhwBIBgXBAQYF%2F7gKjxTQyMNEw4PHwoBKBIHEwUjKBYGDMHBDAUWKCMAAAAAAgAAAAAEsASwACUAQwAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjNC4DKwERFBYXMxUjNTI1ESMiDgMVIzUhBLAyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj9RBkIChgQEWQZDQzIMmQREBgKCBkB9AOEFSAVDggDAfyuFhkBAmRkAQUJFQ4DUgEDCA4VIBUBLP0SDxMKBQH%2BVwsNATIyGQGpAQUKEw%2BWAAAAAAMAAAAABEwErgAdACAAMAAAATUiJy4BLwEBIwEGBw4BDwEVITUiJj8BIRcWBiMVARsBARUUBiMhIiY9ATQ2MyEyFgPoGR4OFgUE%2Ft9F%2FtQSFQkfCwsBETE7EkUBJT0NISf%2B7IZ5AbEdFfwYFR0dFQPoFR0BLDIgDiIKCwLr%2FQ4jFQkTBQUyMisusKYiQTIBhwFW%2Fqr942QVHR0VZBUdHQADAAAAAASwBLAADwBHAEoAABMhMhYVERQGIyEiJjURNDYFIyIHAQYHBgcGHQEUFjMhMjY9ATQmIyInJj8BIRcWBwYjIgYdARQWMyEyNj0BNCYnIicmJyMBJhMjEzIETBUdHRX7tBUdHQJGRg0F%2FtUREhImDAsJAREIDAwINxAKCj8BCjkLEQwYCAwMCAE5CAwLCBEZGQ8B%2FuAFDsVnBLAdFfu0FR0dFQRMFR1SDP0PIBMSEAUNMggMDAgyCAwXDhmjmR8YEQwIMggMDAgyBwwBGRskAuwM%2FgUBCAAABAAAAAAEsASwAAMAEwAjACcAAAEhNSEFITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NhcRIREEsPtQBLD7ggGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHUcBLARMZMgdFfx8FR0dFQOEFR0dFf5wFR0dFQGQFR1k%2FtQBLAAEAAAAAASwBLAADwAfACMAJwAAEyEyFhURFAYjISImNRE0NgEhMhYVERQGIyEiJjURNDYXESEREyE1ITIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR1HASzI%2B1AEsASwHRX8fBUdHRUDhBUd%2FgwdFf5wFR0dFQGQFR1k%2FtQBLP2oZAAAAAACAAAAZASwA%2BgAJwArAAATITIWFREzNTQ2MyEyFh0BMxUjFRQGIyEiJj0BIxEUBiMhIiY1ETQ2AREhETIBkBUdZB0VAZAVHWRkHRX%2BcBUdZB0V%2FnAVHR0CnwEsA%2BgdFf6ilhUdHRWWZJYVHR0Vlv6iFR0dFQMgFR3%2B1P7UASwAAAQAAAAABLAEsAADABMAFwAnAAAzIxEzFyEyFhURFAYjISImNRE0NhcRIREBITIWFREUBiMhIiY1ETQ2ZGRklgGQFR0dFf5wFR0dRwEs%2FqIDhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAAAAgBkAAAETASwACcAKwAAATMyFhURFAYrARUhMhYVERQGIyEiJjURNDYzITUjIiY1ETQ2OwE1MwcRIRECWJYVHR0VlgHCFR0dFfx8FR0dFQFelhUdHRWWZMgBLARMHRX%2BcBUdZB0V%2FnAVHR0VAZAVHWQdFQGQFR1kyP7UASwAAAAEAAAAAASwBLAAAwATABcAJwAAISMRMwUhMhYVERQGIyEiJjURNDYXESERASEyFhURFAYjISImNRE0NgSwZGT9dgGQFR0dFf5wFR0dRwEs%2FK4DhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAEBLAAwA28EgAAPAAAJAQYjIiY1ETQ2MzIXARYUA2H%2BEhcSDhAQDhIXAe4OAjX%2BEhcbGQPoGRsX%2FhIOKgAAAAABAUEAMgOEBH4ACwAACQE2FhURFAYnASY0AU8B7h0qKh3%2BEg4CewHuHREp%2FBgpER0B7g4qAAAAAAEAMgFBBH4DhAALAAATITIWBwEGIicBJjZkA%2BgpER3%2BEg4qDv4SHREDhCod%2FhIODgHuHSoAAAAAAQAyASwEfgNvAAsAAAkBFgYjISImNwE2MgJ7Ae4dESn8GCkRHQHuDioDYf4SHSoqHQHuDgAAAAACAAgAAASwBCgABgAKAAABFQE1LQE1ASE1IQK8%2FUwBnf5jBKj84AMgAuW2%2Fr3dwcHd%2B9jIAAAAAAIAAABkBLAEsAALADEAAAEjFTMVIREzNSM1IQEzND4FOwERFAYPARUhNSIuAzURMzIeBRUzESEEsMjI%2FtTIyAEs%2B1AyCAsZEyYYGWQyGRkBkAQOIhoWZBkYJhMZCwgy%2FOADhGRkASxkZP4MFSAVDggDAf3aFhkBAmRkAQUJFQ4CJgEDCA4VIBUBLAAAAgAAAAAETAPoACUAMQAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjFTMVIREzNSM1IQMgMggLGRMmGBlkMhkZ%2FnAEDiIaFmQZGCYTGQsIMgMgASzIyP7UyMgBLAK8FSAVDggDAf3aFhkCAWRkAQUJFQ4CJgEDCA4VIBUBLPzgZGQBLGRkAAABAMgAZgNyBEoAEgAAATMyFgcJARYGKwEiJwEmNDcBNgK9oBAKDP4wAdAMChCgDQr%2BKQcHAdcKBEoWDP4w%2FjAMFgkB1wgUCAHXCQAAAQE%2BAGYD6ARKABIAAAEzMhcBFhQHAQYrASImNwkBJjYBU6ANCgHXBwf%2BKQoNoBAKDAHQ%2FjAMCgRKCf4pCBQI%2FikJFgwB0AHQDBYAAAEAZgDIBEoDcgASAAAAFh0BFAcBBiInASY9ATQ2FwkBBDQWCf4pCBQI%2FikJFgwB0AHQA3cKEKANCv4pBwcB1woNoBAKDP4wAdAAAAABAGYBPgRKA%2BgAEgAACQEWHQEUBicJAQYmPQE0NwE2MgJqAdcJFgz%2BMP4wDBYJAdcIFAPh%2FikKDaAQCgwB0P4wDAoQoA0KAdcHAAAAAgDZ%2F%2FkEPQSwAAUAOgAAARQGIzQ2BTMyFh8BNjc%2BAh4EBgcOBgcGIiYjIgYiJy4DLwEuAT4EHgEXJyY2A%2BiwfLD%2BVmQVJgdPBQsiKFAzRyorDwURAQQSFyozTSwNOkkLDkc3EDlfNyYHBw8GDyUqPjdGMR%2BTDA0EsHywfLDIHBPCAQIGBwcFDx81S21DBxlLR1xKQhEFBQcHGWt0bCQjP2hJNyATBwMGBcASGAAAAAACAMgAFQOEBLAAFgAaAAATITIWFREUBisBEQcGJjURIyImNRE0NhcVITX6AlgVHR0Vlv8TGpYVHR2rASwEsB0V%2FnAVHf4MsgkQFQKKHRUBkBUdZGRkAAAAAgDIABkETASwAA4AEgAAEyEyFhURBRElIREjETQ2ARU3NfoC7ic9%2FUQCWP1EZB8BDWQEsFEs%2FFt1A7Z9%2FBgEARc0%2FV1kFGQAAQAAAAECTW%2FDBF9fDzz1AB8EsAAAAADQdnOXAAAAANB2c5f%2FUf%2BcBdwFFAAAAA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%3D%29%20format%28%27truetype%27%29%2Curl%28data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPD94bWwgdmVyc2lvbj0iMS4wIiBzdGFuZGFsb25lPSJubyI%2FPgo8IURPQ1RZUEUgc3ZnIFBVQkxJQyAiLS8vVzNDLy9EVEQgU1ZHIDEuMS8vRU4iICJodHRwOi8vd3d3LnczLm9yZy9HcmFwaGljcy9TVkcvMS4xL0RURC9zdmcxMS5kdGQiID4KPHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPgo8bWV0YWRhdGE%2BPC9tZXRhZGF0YT4KPGRlZnM%2BCjxmb250IGlkPSJnbHlwaGljb25zX2hhbGZsaW5nc3JlZ3VsYXIiIGhvcml6LWFkdi14PSIxMjAwIiA%2BCjxmb250LWZhY2UgdW5pdHMtcGVyLWVtPSIxMjAwIiBhc2NlbnQ9Ijk2MCIgZGVzY2VudD0iLTI0MCIgLz4KPG1pc3NpbmctZ2x5cGggaG9yaXotYWR2LXg9IjUwMCIgLz4KPGdseXBoIGhvcml6LWFkdi14PSIwIiAvPgo8Z2x5cGggaG9yaXotYWR2LXg9IjQwMCIgLz4KPGdseXBoIHVuaWNvZGU9IiAiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzMyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI1IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTYiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDVmOyIgaG9yaXotYWR2LXg9IjMyNSIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwYWM7IiBkPSJNNzQ0IDExOThxMjQyIDAgMzU0IC0xODlxNjAgLTEwNCA2NiAtMjA5aC0xODFxMCA0NSAtMTcuNSA4Mi41dC00My41IDYxLjV0LTU4IDQwLjV0LTYwLjUgMjR0LTUxLjUgNy41cS0xOSAwIC00MC41IC01LjV0LTQ5LjUgLTIwLjV0LTUzIC0zOHQtNDkgLTYyLjV0LTM5IC04OS41aDM3OWwtMTAwIC0xMDBoLTMwMHEtNiAtNTAgLTYgLTEwMGg0MDZsLTEwMCAtMTAwaC0zMDBxOSAtNzQgMzMgLTEzMnQ1Mi41IC05MXQ2MS41IC01NC41dDU5IC0yOSB0NDcgLTcuNXEyMiAwIDUwLjUgNy41dDYwLjUgMjQuNXQ1OCA0MXQ0My41IDYxdDE3LjUgODBoMTc0cS0zMCAtMTcxIC0xMjggLTI3OHEtMTA3IC0xMTcgLTI3NCAtMTE3cS0yMDYgMCAtMzI0IDE1OHEtMzYgNDggLTY5IDEzM3QtNDUgMjA0aC0yMTdsMTAwIDEwMGgxMTJxMSA0NyA2IDEwMGgtMjE4bDEwMCAxMDBoMTM0cTIwIDg3IDUxIDE1My41dDYyIDEwMy41cTExNyAxNDEgMjk3IDE0MXoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNmZhOyIgZD0iTTc3NCAxMTkzLjVxMTYgLTkuNSAyMC41IC0yN3QtNS41IC0zMy41bC0xMzYgLTE4N2w0NjcgLTc0NmgzMHEyMCAwIDM1IC0xOC41dDE1IC0zOS41di00MmgtMTIwMHY0MnEwIDIxIDE1IDM5LjV0MzUgMTguNWgzMGw0NjggNzQ2bC0xMzUgMTgzcS0xMCAxNiAtNS41IDM0dDIwLjUgMjh0MzQgNS41dDI4IC0yMC41bDExMSAtMTQ4bDExMiAxNTBxOSAxNiAyNyAyMC41dDM0IC01ek02MDAgMjAwaDM3N2wtMTgyIDExMmwtMTk1IDUzNHYtNjQ2eiAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNzA5OyIgZD0iTTI1IDExMDBoMTE1MHExMCAwIDEyLjUgLTV0LTUuNSAtMTNsLTU2NCAtNTY3cS04IC04IC0xOCAtOHQtMTggOGwtNTY0IDU2N3EtOCA4IC01LjUgMTN0MTIuNSA1ek0xOCA4ODJsMjY0IC0yNjRxOCAtOCA4IC0xOHQtOCAtMThsLTI2NCAtMjY0cS04IC04IC0xMyAtNS41dC01IDEyLjV2NTUwcTAgMTAgNSAxMi41dDEzIC01LjV6TTkxOCA2MThsMjY0IDI2NHE4IDggMTMgNS41dDUgLTEyLjV2LTU1MHEwIC0xMCAtNSAtMTIuNXQtMTMgNS41IGwtMjY0IDI2NHEtOCA4IC04IDE4dDggMTh6TTgxOCA0ODJsMzY0IC0zNjRxOCAtOCA1LjUgLTEzdC0xMi41IC01aC0xMTUwcS0xMCAwIC0xMi41IDV0NS41IDEzbDM2NCAzNjRxOCA4IDE4IDh0MTggLThsMTY0IC0xNjRxOCAtOCAxOCAtOHQxOCA4bDE2NCAxNjRxOCA4IDE4IDh0MTggLTh6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjcwZjsiIGQ9Ik0xMDExIDEyMTBxMTkgMCAzMyAtMTNsMTUzIC0xNTNxMTMgLTE0IDEzIC0zM3QtMTMgLTMzbC05OSAtOTJsLTIxNCAyMTRsOTUgOTZxMTMgMTQgMzIgMTR6TTEwMTMgODAwbC02MTUgLTYxNGwtMjE0IDIxNGw2MTQgNjE0ek0zMTcgOTZsLTMzMyAtMTEybDExMCAzMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAwMTsiIGQ9Ik03MDAgNjUwdi01NTBoMjUwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtODAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWgyNTB2NTUwbC01MDAgNTUwaDEyMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAwMjsiIGQ9Ik0zNjggMTAxN2w2NDUgMTYzcTM5IDE1IDYzIDB0MjQgLTQ5di04MzFxMCAtNTUgLTQxLjUgLTk1LjV0LTExMS41IC02My41cS03OSAtMjUgLTE0NyAtNC41dC04NiA3NXQyNS41IDExMS41dDEyMi41IDgycTcyIDI0IDEzOCA4djUyMWwtNjAwIC0xNTV2LTYwNnEwIC00MiAtNDQgLTkwdC0xMDkgLTY5cS03OSAtMjYgLTE0NyAtNS41dC04NiA3NS41dDI1LjUgMTExLjV0MTIyLjUgODIuNXE3MiAyNCAxMzggN3Y2MzlxMCAzOCAxNC41IDU5IHQ1My41IDM0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMDM7IiBkPSJNNTAwIDExOTFxMTAwIDAgMTkxIC0zOXQxNTYuNSAtMTA0LjV0MTA0LjUgLTE1Ni41dDM5IC0xOTFsLTEgLTJsMSAtNXEwIC0xNDEgLTc4IC0yNjJsMjc1IC0yNzRxMjMgLTI2IDIyLjUgLTQ0LjV0LTIyLjUgLTQyLjVsLTU5IC01OHEtMjYgLTIwIC00Ni41IC0yMHQtMzkuNSAyMGwtMjc1IDI3NHEtMTE5IC03NyAtMjYxIC03N2wtNSAxbC0yIC0xcS0xMDAgMCAtMTkxIDM5dC0xNTYuNSAxMDQuNXQtMTA0LjUgMTU2LjV0LTM5IDE5MSB0MzkgMTkxdDEwNC41IDE1Ni41dDE1Ni41IDEwNC41dDE5MSAzOXpNNTAwIDEwMjJxLTg4IDAgLTE2MiAtNDN0LTExNyAtMTE3dC00MyAtMTYydDQzIC0xNjJ0MTE3IC0xMTd0MTYyIC00M3QxNjIgNDN0MTE3IDExN3Q0MyAxNjJ0LTQzIDE2MnQtMTE3IDExN3QtMTYyIDQzeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMDU7IiBkPSJNNjQ5IDk0OXE0OCA2OCAxMDkuNSAxMDR0MTIxLjUgMzguNXQxMTguNSAtMjB0MTAyLjUgLTY0dDcxIC0xMDAuNXQyNyAtMTIzcTAgLTU3IC0zMy41IC0xMTcuNXQtOTQgLTEyNC41dC0xMjYuNSAtMTI3LjV0LTE1MCAtMTUyLjV0LTE0NiAtMTc0cS02MiA4NSAtMTQ1LjUgMTc0dC0xNTAgMTUyLjV0LTEyNi41IDEyNy41dC05My41IDEyNC41dC0zMy41IDExNy41cTAgNjQgMjggMTIzdDczIDEwMC41dDEwNCA2NHQxMTkgMjAgdDEyMC41IC0zOC41dDEwNC41IC0xMDR6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAwNjsiIGQ9Ik00MDcgODAwbDEzMSAzNTNxNyAxOSAxNy41IDE5dDE3LjUgLTE5bDEyOSAtMzUzaDQyMXEyMSAwIDI0IC04LjV0LTE0IC0yMC41bC0zNDIgLTI0OWwxMzAgLTQwMXE3IC0yMCAtMC41IC0yNS41dC0yNC41IDYuNWwtMzQzIDI0NmwtMzQyIC0yNDdxLTE3IC0xMiAtMjQuNSAtNi41dC0wLjUgMjUuNWwxMzAgNDAwbC0zNDcgMjUxcS0xNyAxMiAtMTQgMjAuNXQyMyA4LjVoNDI5eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMDc7IiBkPSJNNDA3IDgwMGwxMzEgMzUzcTcgMTkgMTcuNSAxOXQxNy41IC0xOWwxMjkgLTM1M2g0MjFxMjEgMCAyNCAtOC41dC0xNCAtMjAuNWwtMzQyIC0yNDlsMTMwIC00MDFxNyAtMjAgLTAuNSAtMjUuNXQtMjQuNSA2LjVsLTM0MyAyNDZsLTM0MiAtMjQ3cS0xNyAtMTIgLTI0LjUgLTYuNXQtMC41IDI1LjVsMTMwIDQwMGwtMzQ3IDI1MXEtMTcgMTIgLTE0IDIwLjV0MjMgOC41aDQyOXpNNDc3IDcwMGgtMjQwbDE5NyAtMTQybC03NCAtMjI2IGwxOTMgMTM5bDE5NSAtMTQwbC03NCAyMjlsMTkyIDE0MGgtMjM0bC03OCAyMTF6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAwODsiIGQ9Ik02MDAgMTIwMHExMjQgMCAyMTIgLTg4dDg4IC0yMTJ2LTI1MHEwIC00NiAtMzEgLTk4dC02OSAtNTJ2LTc1cTAgLTEwIDYgLTIxLjV0MTUgLTE3LjVsMzU4IC0yMzBxOSAtNSAxNSAtMTYuNXQ2IC0yMS41di05M3EwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTExNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5M3EwIDEwIDYgMjEuNXQxNSAxNi41bDM1OCAyMzBxOSA2IDE1IDE3LjV0NiAyMS41djc1cS0zOCAwIC02OSA1MiB0LTMxIDk4djI1MHEwIDEyNCA4OCAyMTJ0MjEyIDg4eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMDk7IiBkPSJNMjUgMTEwMGgxMTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTA1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTExNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxMDUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTEwMCAxMDAwdi0xMDBoMTAwdjEwMGgtMTAwek04NzUgMTAwMGgtNTUwcS0xMCAwIC0xNy41IC03LjV0LTcuNSAtMTcuNXYtMzUwcTAgLTEwIDcuNSAtMTcuNXQxNy41IC03LjVoNTUwIHExMCAwIDE3LjUgNy41dDcuNSAxNy41djM1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjV6TTEwMDAgMTAwMHYtMTAwaDEwMHYxMDBoLTEwMHpNMTAwIDgwMHYtMTAwaDEwMHYxMDBoLTEwMHpNMTAwMCA4MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTEwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTEwMDAgNjAwdi0xMDBoMTAwdjEwMGgtMTAwek04NzUgNTAwaC01NTBxLTEwIDAgLTE3LjUgLTcuNXQtNy41IC0xNy41di0zNTBxMCAtMTAgNy41IC0xNy41IHQxNy41IC03LjVoNTUwcTEwIDAgMTcuNSA3LjV0Ny41IDE3LjV2MzUwcTAgMTAgLTcuNSAxNy41dC0xNy41IDcuNXpNMTAwIDQwMHYtMTAwaDEwMHYxMDBoLTEwMHpNMTAwMCA0MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTEwMCAyMDB2LTEwMGgxMDB2MTAwaC0xMDB6TTEwMDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMTA7IiBkPSJNNTAgMTEwMGg0MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNDAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek02NTAgMTEwMGg0MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNDAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDAgcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgNTAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djQwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTY1MCA1MDBoNDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTQwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djQwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAxMTsiIGQ9Ik01MCAxMTAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTQ1MCAxMTAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek04NTAgMTEwMGgyMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTIwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMjAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYyMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCA3MDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTQ1MCA3MDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNODUwIDcwMGgyMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTIwMCBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgMzAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTQ1MCAzMDBoMjAwIHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTg1MCAzMDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjAwcTAgMjEgMTQuNSAzNS41IHQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAxMjsiIGQ9Ik01MCAxMTAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTQ1MCAxMTAwaDcwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC03MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCA3MDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNDUwIDcwMGg3MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTIwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNzAwIHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgMzAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTQ1MCAzMDBoNzAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yMDAgcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC03MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAxMzsiIGQ9Ik00NjUgNDc3bDU3MSA1NzFxOCA4IDE4IDh0MTcgLThsMTc3IC0xNzdxOCAtNyA4IC0xN3QtOCAtMThsLTc4MyAtNzg0cS03IC04IC0xNy41IC04dC0xNy41IDhsLTM4NCAzODRxLTggOCAtOCAxOHQ4IDE3bDE3NyAxNzdxNyA4IDE3IDh0MTggLThsMTcxIC0xNzFxNyAtNyAxOCAtN3QxOCA3eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMTQ7IiBkPSJNOTA0IDEwODNsMTc4IC0xNzlxOCAtOCA4IC0xOC41dC04IC0xNy41bC0yNjcgLTI2OGwyNjcgLTI2OHE4IC03IDggLTE3LjV0LTggLTE4LjVsLTE3OCAtMTc4cS04IC04IC0xOC41IC04dC0xNy41IDhsLTI2OCAyNjdsLTI2OCAtMjY3cS03IC04IC0xNy41IC04dC0xOC41IDhsLTE3OCAxNzhxLTggOCAtOCAxOC41dDggMTcuNWwyNjcgMjY4bC0yNjcgMjY4cS04IDcgLTggMTcuNXQ4IDE4LjVsMTc4IDE3OHE4IDggMTguNSA4dDE3LjUgLTggbDI2OCAtMjY3bDI2OCAyNjhxNyA3IDE3LjUgN3QxOC41IC03eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMTU7IiBkPSJNNTA3IDExNzdxOTggMCAxODcuNSAtMzguNXQxNTQuNSAtMTAzLjV0MTAzLjUgLTE1NC41dDM4LjUgLTE4Ny41cTAgLTE0MSAtNzggLTI2MmwzMDAgLTI5OXE4IC04IDggLTE4LjV0LTggLTE4LjVsLTEwOSAtMTA4cS03IC04IC0xNy41IC04dC0xOC41IDhsLTMwMCAyOTlxLTExOSAtNzcgLTI2MSAtNzdxLTk4IDAgLTE4OCAzOC41dC0xNTQuNSAxMDN0LTEwMyAxNTQuNXQtMzguNSAxODh0MzguNSAxODcuNXQxMDMgMTU0LjUgdDE1NC41IDEwMy41dDE4OCAzOC41ek01MDYuNSAxMDIzcS04OS41IDAgLTE2NS41IC00NHQtMTIwIC0xMjAuNXQtNDQgLTE2NnQ0NCAtMTY1LjV0MTIwIC0xMjB0MTY1LjUgLTQ0dDE2NiA0NHQxMjAuNSAxMjB0NDQgMTY1LjV0LTQ0IDE2NnQtMTIwLjUgMTIwLjV0LTE2NiA0NHpNNDI1IDkwMGgxNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di03NWg3NXExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41IHQtMTcuNSAtNy41aC03NXYtNzVxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0xNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY3NWgtNzVxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg3NXY3NXEwIDEwIDcuNSAxNy41dDE3LjUgNy41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMTY7IiBkPSJNNTA3IDExNzdxOTggMCAxODcuNSAtMzguNXQxNTQuNSAtMTAzLjV0MTAzLjUgLTE1NC41dDM4LjUgLTE4Ny41cTAgLTE0MSAtNzggLTI2MmwzMDAgLTI5OXE4IC04IDggLTE4LjV0LTggLTE4LjVsLTEwOSAtMTA4cS03IC04IC0xNy41IC04dC0xOC41IDhsLTMwMCAyOTlxLTExOSAtNzcgLTI2MSAtNzdxLTk4IDAgLTE4OCAzOC41dC0xNTQuNSAxMDN0LTEwMyAxNTQuNXQtMzguNSAxODh0MzguNSAxODcuNXQxMDMgMTU0LjUgdDE1NC41IDEwMy41dDE4OCAzOC41ek01MDYuNSAxMDIzcS04OS41IDAgLTE2NS41IC00NHQtMTIwIC0xMjAuNXQtNDQgLTE2NnQ0NCAtMTY1LjV0MTIwIC0xMjB0MTY1LjUgLTQ0dDE2NiA0NHQxMjAuNSAxMjB0NDQgMTY1LjV0LTQ0IDE2NnQtMTIwLjUgMTIwLjV0LTE2NiA0NHpNMzI1IDgwMGgzNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0zNTBxLTEwIDAgLTE3LjUgNy41IHQtNy41IDE3LjV2MTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAxNzsiIGQ9Ik01NTAgMTIwMGgxMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek04MDAgOTc1djE2NnExNjcgLTYyIDI3MiAtMjA5LjV0MTA1IC0zMzEuNXEwIC0xMTcgLTQ1LjUgLTIyNHQtMTIzIC0xODQuNXQtMTg0LjUgLTEyM3QtMjI0IC00NS41dC0yMjQgNDUuNSB0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHEwIDE4NCAxMDUgMzMxLjV0MjcyIDIwOS41di0xNjZxLTEwMyAtNTUgLTE2NSAtMTU1dC02MiAtMjIwcTAgLTExNiA1NyAtMjE0LjV0MTU1LjUgLTE1NS41dDIxNC41IC01N3QyMTQuNSA1N3QxNTUuNSAxNTUuNXQ1NyAyMTQuNXEwIDEyMCAtNjIgMjIwdC0xNjUgMTU1eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMTg7IiBkPSJNMTAyNSAxMjAwaDE1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTExNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0xNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxMTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTcyNSA4MDBoMTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNzUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NzUwIHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek00MjUgNTAwaDE1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTQ1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djQ1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek0xMjUgMzAwaDE1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTI1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41IHYyNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXoiIC8%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%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%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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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY2OyIgZD0iTTM1MCAxMTAwaDM2MXEtMTY0IC0xNDYgLTIxNiAtMjAwaC0xOTVxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoNTAwcTQxIDAgNzAuNSAyOS41dDI5LjUgNzAuNWwyMDAgMTUzdi0xMDNxMCAtMTY1IC05Mi41IC0yNTcuNXQtMjU3LjUgLTkyLjVoLTQwMHEtMTY1IDAgLTI1Ny41IDkyLjV0LTkyLjUgMjU3LjV2NDAwcTAgMTY1IDkyLjUgMjU3LjV0MjU3LjUgOTIuNXogTTgyNCAxMDczbDMzOSAtMzAxcTggLTcgOCAtMTcuNXQtOCAtMTcuNWwtMzQwIC0zMDZxLTcgLTYgLTEyLjUgLTR0LTYuNSAxMXYyMDNxLTI2IDEgLTU0LjUgMHQtNzguNSAtNy41dC05MiAtMTcuNXQtODYgLTM1dC03MCAtNTdxMTAgNTkgMzMgMTA4dDUxLjUgODEuNXQ2NSA1OC41dDY4LjUgNDAuNXQ2NyAyNC41dDU2IDEzLjV0NDAgNC41djIxMHExIDEwIDYuNSAxMi41dDEzLjUgLTQuNXoiIC8%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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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%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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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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYyOyIgZD0iTTc5MyAxMTgybDkgLTlxOCAtMTAgNSAtMjdxLTMgLTExIC03OSAtMjI1LjV0LTc4IC0yMjEuNWwzMDAgMXEyNCAwIDMyLjUgLTE3LjV0LTUuNSAtMzUuNXEtMSAwIC0xMzMuNSAtMTU1dC0yNjcgLTMxMi41dC0xMzguNSAtMTYyLjVxLTEyIC0xNSAtMjYgLTE1aC05bC05IDhxLTkgMTEgLTQgMzJxMiA5IDQyIDEyMy41dDc5IDIyNC41bDM5IDExMGgtMzAycS0yMyAwIC0zMSAxOXEtMTAgMjEgNiA0MXE3NSA4NiAyMDkuNSAyMzcuNSB0MjI4IDI1N3Q5OC41IDExMS41cTkgMTYgMjUgMTZoOXoiIC8%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%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%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%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%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjIxOyIgZD0iTTQ4MCAxMTY1bDY4MiAtNjgzcTMxIC0zMSAzMSAtNzUuNXQtMzEgLTc1LjVsLTEzMSAtMTMxaC00ODFsLTUxNyA1MThxLTMyIDMxIC0zMiA3NS41dDMyIDc1LjVsMjk1IDI5NnEzMSAzMSA3NS41IDMxdDc2LjUgLTMxek0xMDggNzk0bDM0MiAtMzQybDMwMyAzMDRsLTM0MSAzNDF6TTI1MCAxMDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtOTAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUwOyIgZD0iTTg2NSA1NjVsLTQ5NCAtNDk0cS0yMyAtMjMgLTQxIC0yM3EtMTQgMCAtMjIgMTMuNXQtOCAzOC41djEwMDBxMCAyNSA4IDM4LjV0MjIgMTMuNXExOCAwIDQxIC0yM2w0OTQgLTQ5NHExNCAtMTQgMTQgLTM1dC0xNCAtMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI1MTsiIGQ9Ik0zMzUgNjM1bDQ5NCA0OTRxMjkgMjkgNTAgMjAuNXQyMSAtNDkuNXYtMTAwMHEwIC00MSAtMjEgLTQ5LjV0LTUwIDIwLjVsLTQ5NCA0OTRxLTE0IDE0IC0xNCAzNXQxNCAzNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUyOyIgZD0iTTEwMCA5MDBoMTAwMHE0MSAwIDQ5LjUgLTIxdC0yMC41IC01MGwtNDk0IC00OTRxLTE0IC0xNCAtMzUgLTE0dC0zNSAxNGwtNDk0IDQ5NHEtMjkgMjkgLTIwLjUgNTB0NDkuNSAyMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUzOyIgZD0iTTYzNSA4NjVsNDk0IC00OTRxMjkgLTI5IDIwLjUgLTUwdC00OS41IC0yMWgtMTAwMHEtNDEgMCAtNDkuNSAyMXQyMC41IDUwbDQ5NCA0OTRxMTQgMTQgMzUgMTR0MzUgLTE0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTQ7IiBkPSJNNzAwIDc0MXYtMTgybC02OTIgLTMyM3YyMjFsNDEzIDE5M2wtNDEzIDE5M3YyMjF6TTEyMDAgMGgtODAwdjIwMGg4MDB2LTIwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU1OyIgZD0iTTEyMDAgOTAwaC0yMDB2LTEwMGgyMDB2LTEwMGgtMzAwdjMwMGgyMDB2MTAwaC0yMDB2MTAwaDMwMHYtMzAwek0wIDcwMGg1MHEwIDIxIDQgMzd0OS41IDI2LjV0MTggMTcuNXQyMiAxMXQyOC41IDUuNXQzMSAydDM3IDAuNWgxMDB2LTU1MHEwIC0yMiAtMjUgLTM0LjV0LTUwIC0xMy41bC0yNSAtMnYtMTAwaDQwMHYxMDBxLTQgMCAtMTEgMC41dC0yNCAzdC0zMCA3dC0yNCAxNXQtMTEgMjQuNXY1NTBoMTAwcTI1IDAgMzcgLTAuNXQzMSAtMiB0MjguNSAtNS41dDIyIC0xMXQxOCAtMTcuNXQ5LjUgLTI2LjV0NCAtMzdoNTB2MzAwaC04MDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU2OyIgZD0iTTgwMCA3MDBoLTUwcTAgMjEgLTQgMzd0LTkuNSAyNi41dC0xOCAxNy41dC0yMiAxMXQtMjguNSA1LjV0LTMxIDJ0LTM3IDAuNWgtMTAwdi01NTBxMCAtMjIgMjUgLTM0LjV0NTAgLTE0LjVsMjUgLTF2LTEwMGgtNDAwdjEwMHE0IDAgMTEgMC41dDI0IDN0MzAgN3QyNCAxNXQxMSAyNC41djU1MGgtMTAwcS0yNSAwIC0zNyAtMC41dC0zMSAtMnQtMjguNSAtNS41dC0yM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<script src="data:application/x-javascript;base64,/*!
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<div id="chapter-5-dimensionality-reduction-techniques" class="section level1">
<h1>Chapter 5: Dimensionality reduction techniques</h1>
<div id="introduction" class="section level2">
<h2>Introduction</h2>
<p>In this chapter I will wrangle and analyse data from UNs Development programs Human Development Index (HDI) and Gender Inequality Index data frames. These are combined together to be a data frame named “Human”. More about the data frame here: <a href="http://hdr.undp.org/en/content/human-development-index-hdi">UN development programs: HDI</a></p>
<pre><code>## 'data.frame': 155 obs. of 9 variables:
## $ X : Factor w/ 155 levels "Afghanistan",..: 105 6 134 41 101 54 67 149 28 102 ...
## $ Edu2.FM : num 1.007 0.997 0.983 0.989 0.969 ...
## $ Labo.FM : num 0.891 0.819 0.825 0.884 0.829 ...
## $ Life.Exp : num 81.6 82.4 83 80.2 81.6 80.9 80.9 79.1 82 81.8 ...
## $ Edu.Exp : num 17.5 20.2 15.8 18.7 17.9 16.5 18.6 16.5 15.9 19.2 ...
## $ GNI : Factor w/ 155 levels "1,123","1,228",..: 132 109 124 112 113 111 103 123 108 93 ...
## $ Mat.Mor : int 4 6 6 5 6 7 9 28 11 8 ...
## $ Ado.Birth: num 7.8 12.1 1.9 5.1 6.2 3.8 8.2 31 14.5 25.3 ...
## $ Parli.F : num 39.6 30.5 28.5 38 36.9 36.9 19.9 19.4 28.2 31.4 ...</code></pre>
<pre><code>## [1] 155 9</code></pre>
<pre><code>## [1] "X" "Edu2.FM" "Labo.FM" "Life.Exp" "Edu.Exp" "GNI"
## [7] "Mat.Mor" "Ado.Birth" "Parli.F"</code></pre>
<p>The structure of the frame shows the 9 variables of this frame. The variables in this data frame have been chosen in the data wrangling excercise. X is the row names that are the names of the countries.</p>
<pre><code>## X Edu2.FM Labo.FM Life.Exp
## Afghanistan: 1 Min. :0.1717 Min. :0.1857 Min. :49.00
## Albania : 1 1st Qu.:0.7264 1st Qu.:0.5984 1st Qu.:66.30
## Algeria : 1 Median :0.9375 Median :0.7535 Median :74.20
## Argentina : 1 Mean :0.8529 Mean :0.7074 Mean :71.65
## Armenia : 1 3rd Qu.:0.9968 3rd Qu.:0.8535 3rd Qu.:77.25
## Australia : 1 Max. :1.4967 Max. :1.0380 Max. :83.50
## (Other) :149
## Edu.Exp GNI Mat.Mor Ado.Birth
## Min. : 5.40 1,123 : 1 Min. : 1.0 Min. : 0.60
## 1st Qu.:11.25 1,228 : 1 1st Qu.: 11.5 1st Qu.: 12.65
## Median :13.50 1,428 : 1 Median : 49.0 Median : 33.60
## Mean :13.18 1,458 : 1 Mean : 149.1 Mean : 47.16
## 3rd Qu.:15.20 1,507 : 1 3rd Qu.: 190.0 3rd Qu.: 71.95
## Max. :20.20 1,583 : 1 Max. :1100.0 Max. :204.80
## (Other):149
## Parli.F
## Min. : 0.00
## 1st Qu.:12.40
## Median :19.30
## Mean :20.91
## 3rd Qu.:27.95
## Max. :57.50
## </code></pre>
<p><img 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PHUODfTZGEjzyug6X3a30Iqjk1uz8H4KAIq9F+SdUXv2WH6krBQzlCS+GbCZBwnn4CC6sBTxJnTHeoJt0IaE47b4CAIaHIh+GnND8XR7hNQ3EpaaCQZi8gt9Uu/gAIF5Ych3ww06ZsPgooThxatm75MJVmsFzCv9J66GHshaeBtzq+AAsfmNudhfAABRZ2BRyDXFbUr9fmCR0BB6iRiQRVQmNSaETT52vpdnOfzm9qOY/InSqpHweToJtQVDnLIWkdRQ7+x7BafmYDmIGRhk91PbLN7CohXGrRTFMngWA+yut6ml0NP29fZU8N7shanRGRna/Ki0DejVH4NdBZeUkBRN4gCWresrOPN5/L2BJgwUFHLljUtwRZt7N1PwdZtIc8xj7JZTW18FajE2KXQhgHAUtis/znQtNS4AwdIJXWqWWsnYpOLXfCInFhAqDzakEzvdQHFH+okENNiEymaZp7o9DKpEcV9IdWS+C3rICb9EH11bGprLsZHENBUF0xgmoF7b5F7r9GR66vvEmxKMIvUmdmSlz7GGRukfZ+A1tf8iUxGKGkzJh0CirzlDdtUuavI6DXpS4gsB4TNVEe0ekiNnsKuHVl6UOiU4wVUcZ/S2nM8j4BiAntNJSX7tk8zYIkH6W9BcimoAze/o1NeAtlipxpDO498AmqNUznjoEk+/cb2FgJk0kLs0yIBKvcKKDy0qc6UNQcLNmvdwxJlkAqmMudp1sXGCM4rTtRXpVPgzhbmCChPZMEO2WaVHrTftfhIZMN0vuMPJE3CywuokEFNJYOpg9AloFStyNHuzBI0blBAhZCUGHgsWuu5BbR3KCEjhUmfQ0BpoKrsNRnra16/0P4bEVDul9BsMjKK+9h0nsWA2yELKLCHrJp9ie+IALIslb5h8VBIQkARfn0vTx38+PrbXzNIqoCmZZFUYS1JWw21z+XWewWUNImnv0pW6RbVzwMCWvyV8zxbJBRS/XXfROoTTzhXhYZA6yUfkfdVCbFGKeHV5vxajC6vA88RoY5HXUB8a2NkBipkYqK0yKiUWI285Xv+o4FSs07DUWG38wfioQX0LJvbJd+f3/qu/ToFlKUxzB5DQOn6ZQG5D98bdhkJhKeBYOBr+ZagMtjeQ8vpOwgGzVvVWjKh8z/GlG1ZpNm0GhvuO2q29VVOaUIN9MEzymkdtNknoIW1dgMOJ/KtjS4BBS5r7idUo+YYTZ2m9/n5j0Rj70IIKGDsoXzfvi7w1vkArOMmkixFREBb/QlrJdCy/4tQND8gd5GVVDNZMwqyW/pNWbYjiMPAMCvZxQm870F64D7VMtKitM3naaVZW79zKM3lhcwr+FrbKvvcD9In+An2Bi4AbB60voQmmqDGgoS46qhy7vU+QCeSLbIV/IzZ7/yBeHAB3RbxH71fu3I/xrQAEVw/oFeln2k18Lqi+zmiLX3w3o5ZEWlMp6fpjw5YZKF2J/y1XfsujuG/zYVZQN02SS4pvta5lJdTNIILgpV5jaZKMJiAwg5roUtAOR38kCovmjLIAtqk75t21tQPAaWMXZTXRXxZye8nAddi0vopCe+t3oW1hSM7nmSnSYN3ugU0gePMKwjyxAHspRmMxFSethMF6hRQPu0ljcuU0O8WSS4ph9itI0/ZeTSxMKAT18BXOfnprDarCJWKfv1Ga40kiiVaAQ0LqBwxwaBK5J0YtNgPxKML6GUR//fv3X9Az/0kJOkr1GWWbuWj5Uxyf5eSCVVtyptvggkdAprgJqRCVZr82EiFXQwLHY6yjgqsQFyaJKXEdX4sBKKzytHZHr+CieFPPPdglSZ6BbQYALwu+YcziliCO65Jf0pLabHQGNGXZhnDzh+IhxfQ8yJ+4A/o9QiomddGB6dRAS0jRBFQdZRL1iKpy0da6zhuLSZjQ1e2BVYyQsi9J+DNSA0ajlNG12NM+tmxNTtNiJGa03MNVA5C2tLutgJKJ7/bHpzc/FxH/bCvIIAZru8chmxx+B8CKuG8fu96gskmUQQ00S6DhXriDQloaQKlEmiDnHclE9FeKKArugUUTCLZ0MBui5EQgyN7z6C3rNKWAYVmzK3YowfpmdGCG7Yx+QBiWoeAAruRE0g9jxbQGkohGFRAoZWiqrUEtBdetxvsB+LxBfQ8BT1QQMl0L6FMNbs2Yb3zzYLItfQktZfyDkpoG1MPbSykmLUoGmSKxUaWEgjZHMF7Bb3zkmwon4R6LsFKVoMdSheJe2g7IxchkVXgSgqyVQ2d4qOXvjgFQpJAaAE7NrePngio9zoKcrzFHwIq4e3QJXyCXUXXC4s0fozOdtFDGqRYkBa1mj85yX2X8uUKtMVMrHInaSwo7IpdllsNj9d3TNsUUFAXt5en4DbtdjQiBeU9CiZao2WD5pUnxCJ9JUycjdriY28IKJ6neFHaaNoSAirg4/S3/+/rcTeRUBYRNUiLpA4LriD2apeAsjbovr40a3lv5yBuUvqoh0CORcsul3ciSX2vZ7+2gEIj+XRSc4n7h7bWD9d/XVPAxBqpe1GA1A7zhHgtMPwRvMq7utjdz/F3dTu68GLNxUNAOX5+O4vne/civkNALyA65ZYs3qVrSTOPEp57GhcO2A7LnjHvifUoBmxaRsY5Mxdb4qBnlMwvj+dlfLmugdbgJ9QLPbEulsHD5gioX7BEH5UCj1fYKCrlu+ixgDotwWe0taneFc6xeHQBvX4F6df33kX8bgG1lq25SuJdmoudj8NJTVBavkdJt2HvJWZV16RJM7fHT8/jKpDajncIKG+BrlOhE9zdKimi0alXQJkr0JQRTBBQKd8m0IPJrOukuNR+rfMU25oQUIbtq5w/ehfxXRKSO6X0W10XlmKhf2UBXV/tPEIDjjbRL6AJ6ke39yQQMFFrKkOvyVqM29fzID2YgiMyNg/XfIc2N3ws038sg/QagBXqGgYem+3gfgEtSp3JjUlWCwM3kfj5D5jVWjW76U8JJXs7yNCa7SgSaz/7gXhsAS1fQfroXMT3SIia0+gDKZYFtLnKQHfhMzc5QEyhzRTDmv0CWudjZDYkkTIvCjy3wQ1vMaeq5dsmmD06BJQanmBLsBtNh6slbFT7byLReS89cVkdZaDnJpIRWWBhNm8nPXoAWuUUjAgBpYx+SvBzdm99i/g+ARUWoe1eTYJeugQUjXkpJzR+NLwWvIE4pwhoxyQBmeh6jgg7Sy6f+NnAVLD4bwsoOQmRkAKjYIjr4oS7S+F/DrS2DgW0tUxtYPgxJjXu2byd9CfnIMOyvpILF1L62A/EQwvoe/0NkevNpAkk0l349RX0V57P2T0NjsVttQQUn9l5QqipbCTfRAEtGqPqhok+Aa2RQFM72UlGheWw5eOJH0LmWbkRt6/0w4CCbXxFOPP/MYwLqHbiXkt20yMB9QZ4s0q4yiCNmxQ/qHw8ifIYU+IrBftSTSJ18zZ+b9Ar1UU+Z7r1ek/jgJZYUB9QNCxr+gVU96fpMLCm7eNpQW0Cj5ApullgvizMp1qxb/mC4670Twv+m0iik9IFJHzRaZgeJhA7/cu7RctI+DFJCOjRJPqD9Lk3hI4V+7MejVpbX330qoAKaWzkFrNqREDlxvIHIq06f7+A9s5wFafbzq8SppyfUu07HA08UptmdAlowjogtMb7R3OuSe8UUHrlomWXmx4kkLR8EvYYBvLFn8l+IF5PQEke5B7FS0H0LkFpPhfvFVBkmhMODeGPkiNS2BSulFv3mOAUUMZVefocJzFsCChzsLGBpl/lE3N7hoAmXISBBaPUoZV9Alo0yLSJe0hn+wKLXoByqYEqoDUuYFMZOiGgx5PQvypBO630VSnWpywS1kLnFFAR0MTSRshmZg6w2nEvFBy2wBM6zlk8sOsH3RC3gDJ3MKvSuhQLEkPPXXjcvnVeSInXSGSzmG/HXrO/Howoyg7kHokTqd8hoIl5rc8aqmZRAzmLXgDFXwm5RM29DgG9I0n9u2Ylk1BnLXyrS0Bb9LgATyvA7ppPgtLI9gDDmk/jsaMQBTIh8VxXhl4udAsolSXSpDSSmSVjAgov6qZKJvgKeKgddBraoLduIpF+R/NMSl+dLaePbgHlRizCWULueEJIWYwCZLVlCTajBgTtzCHysB+I1xPQ9Z1khfDZxDA9FVC5OTmZrL1octBKY9SWNE6KCdvH5AvMWtUloEtjEDn4Skv11Yx9OtFvIol6rEaElCq15gqoEP4E1YPJyA4BxVvYnlpACVmI9QLYCo0B/8RLQkBXxkcR0PwGJhS+kbtME9BkNea1pWTl0pSwKqBwxloPFs/2NJOtoFxeewSUNA6mhA6PQQjrZoNeUQbBD5FKU+Aauf678KjHU1bphEWi2oUKegTU8hqWYfdR/+8TUJBljTMZpqfT/2oBiV8I6PEkJ5wBPFG0RGJlY/Q9zgu0ijXQLEvCioCmksUsQ9GUjpZZMekWUDg6U+F2+krC5AkxuhNsYGuTOi6MZWZVxw8qk8bBZ6pSWb2yXVMEVD9NJVSnmgbvlY0JaIEaCskOdIYXm2iyH4gQUDGjt27Ru3aUfkxAk7a2ZIbvF1CclkjnclrLkdlM3iOgi3PyuRgd0BJQ5InWdI5MjVDtEKUXtlB1CWhCykidU3R7WEDd0z5gHLONEjqD3yGgWSwxKzAFtOF0/kC8noCWgZ62Dyyb8m6znwfpbedxyzh/BENFk1oCSuZ6eHwm3hpLZszJNnruwqf8v3rrFVC1B9oCmlxSgkyih9DNGseRu/CJimQOUX0H1VNVk/qh6T0XUB3gBFL7CoRCn0BMm4EKCx9wHI+PzX4gXlBASSfUDkOTspzcVh8P0JvOk5bhRLGW6AlXjnI/xkTvRqP5KTKpdZkKbHU+xiTMwTwDTIj/WtC8iUTI9CmlfAaj20hmR/6kR+k8GnuoVkvVMmA+zZhJAoptg+SckLO0C0C7Oi+yIMHIhIDekaQ8SC92IVMXfXTtEFA1A8npHZtopz86upHGkr/1zKEIqJzcORRw0yegCdhtjCbtRAbmZbjBxq/plVBxPzgFVjDpRIZmjmmngCb4GXqUUjUczAnRBynExHnTW+JUsQuZIBDyELcLMotihhQeFJmq5+g9BPQGJOxETKZPdCLUnvH10qOcRBDPrFqaUXPgcGumsewvaW17hdMOmRsOOb+AWr61vRamQ9niloCanLT/gY9EQEt0cJt7BbS2npBaLazQFWJYoBtQzSAmsRoNeAW02Q+ZTjQgBPR+JCf6t1n4eTV3Y0p8eNAE66c3spELqErPcq4a3vAe+pjgFgsLcLTyWCZs734BZfOcRd4h8SXgthg9hb5BBSfEwG2QCWgFKsjM0F14RUBZrJoSNvYcqHJmTLiHWtw2PXKFhV3eKm7nT+V48F4N80jL+/ZLI91/p1JzbE4zPYz3F9DLhxp2vk17T0yucQFNYPRDMAlACWWYQ9vacQkWyQMe1kKmYxO29w4BhZ5XOq+AyuOoIaDAS8E9vE4UZ5r4iFRd3zD2GFPuX9MBB9wCiufTZLuYNZEebjHFTHSrmABMWWgXwwCa7Bm/voMfa5ojoa8noLpMJbgDFPFpyriA1gEzJqCJGZPt8Xmv24zoxP103CHr8oEjAorOKZwAMYMVwriA5vbytqRfXEATtEPKC1P+7Afp4cYeBR2agconrcn0cItTwT7O5lSdrUet76gdB3sG+OuUnT8wrCIE1FyfyOOkpZ+DAsrmwug0nFQBZcbsfYpKNI2MOGno7RJQGmthasiMwIfDLYMeBpX5g5bwsGViAQkLFFmNXeg3erJsedDG2BJeDPxkerRJ+gBENgeSRQru6mXf8Ot7+YH2y8aUKWgIqAk75wbo68AxVArtwmZIRjFXxgUUv4vGkYQHub7l/h4BBQ0miQIFgpibW2nRk/GYJztLaUbwDO2mXZeN6RBQUQwOFlApmYFwIy9HjfBnHldFlETktJwPIRFjJPYPKv/89gVsvQM1Hcc9BPQmUNkvU6QL8ruNa49JJ+9B+mtja7sqG9l1KpOHzWaHNWOxN0MDqGBEyOZ1R2/Xb3zFE+LZ5WX7jP3NtYmBDXpYH7MxR0/CbqWP6hF619fDxYb6MlOD7ryQN9BT2gez6QnEXD6xnl4/D1nEjAgB3RO9wt7ZHWK6jdN3tsOHM817saXB2JuhqVTYCCjxi8Wu01NeYUhJ/pJI5s8t+sJWjrda5TFgJchW9xq6HYYhGM7TTAbOwyjuMsLd9Sz48uwAVR1l3/A5lixeXCIAACAASURBVPCBQCBwD4z/lUoVIaCBQOA1gB5jmrKCDwENBAKvg7dNPr+0q7oQAhoIBAKDCAENBAKBQYSABgKBwCBCQAOBQGAQIaCBQCAwiBDQQCAQGEQIaCAQCAwiBDQQCAQGEQIaCAQCgwgBDQQCgUGEgAYCgcAgQkADgUBgECGggUAgMIgQ0EAgEBjEZAF9P/05t8FAIBB4WISABgKBwCCmCOjPb+gPk8z5qedAIBB4cMyZgX6EgAYCgdfDpCV8/hNNsYQPBAKvg2nXQN9Ol78SGgIaCAReB/NuIn2cfvsrBDQQCLwQJt6F//X99MUjoKdb4L7sr03/qF0fmffZ6fWuPwxTOd/PPjQF1A7BsuB3b5k3lj3dsQeH069BWJb8Ppn+0iD834Werlc7tau3h+k7mLwGedl3hXiM3h/T4ejb3gvNjvezn/1AzKX88dUjoFbpsuB3b5mX5DYxvgH9GoSLgNatifSXBuH/DlgKJhPB93bBVPoOJl81f+x3hHiU3h/Twei3vBeaHe3nHvYDcXvKENApCAGdQt/BFAK6lz4EdApjCOgMhIBOoe9gCgHdSx8COoXRppQEYdl0QirrJHlUAc0u+gGDQQ6d4f06rPHg9hnZqWBqp9aCruB008snoR5LXfTnAuKHFOK9cNF76Pw1vfRas8uy9Gd/H/uBmE/54yv/JlLHlV4hnGWXP9TPJqADSbQg7KNvNN9n5JCCiQLa3e399HoQOyx10a93/ODxHdRuOOh9dGOGOQRUH967EQJ6AQ/mwFTk+QS0vnoB1GUvvdo8atxpZO8aWu3UXNAXnJErCD2iMkp/UbDKWNubKZ9tej/dkGHtzJOGdwhoF6ODkpyo8fsukscUUObivoya5z20w9sP/RchRTqw08c7Qr/nApzcR3rsZa6bCajb1T0WDWSeYVevJSGgG/A56QUFdOdJeZr3yI7jBVR2+0EFVOmjTgWbPQfdL6C7LJoqoN2WhIBuwGudkVPnUwsoXrregF4F6gjvNHmPgKL2CcnDCWjn5ZMsB0RAB+k1Fp+AGsK0y6JBAZWFstuSENAVJKtHTp3PLKDVj9FxNct7qut0r5z3wwIqdTQgeSwBXZSbW00BXbB7o/wai0tAjbndPovGBHTKysMkOQ5PIaA+NYHD/MkEFNle3dUnCfbCxqTvWBWJZzJyTXS+gCID83D3j6Oxm0i6TUq08lTSL6D8JpIqEoesoQG94XXVs8n06jG5ewEjsiAElDB2Cqh04k5CjqGjnk9A4URLXOyJlfvpmwcjIvSOD1WXgjsFFLGQKbkHPfRKbvEKcgl8b9J3zED7HMYsjseYzLldMyS76KUiZpaUaPvYD8QUyuaf9BAeYzL6iK0chbpKLuZ9zyagKacQeAMqgt1vzZoaAto4mBGRRTu2VRhrEwQUTXo7h3QH/aL6QE1KrBf2CCjs2oTeGWsvPOdOU5py8WwBVcNcbVLWNi8goOmtW0AbaVsLpTCCEQx3ggOfTkDxYBZR9SsfMUDfl5XiolMyzcXuuomERpMSCBNdAso8clUAn9k6wS2gMLbGWqoTduYpoawfO+LcSS+dihrmdJ9HnldA0/vpi5txE9D6mqEENhfieqyb4aTo+QS0esOySsaNBJQOJdUaB7v7MSaRQaPzk+CS2hDWalwn4SAosu6h5wKqXZ44TED5eWnjcfTqXvrqk9ijUki6zXhiAT3PQb0/RS+cChMdHUIAwfweV0T78scnFNCyGqzOqJlNwtVB3zk4GRMj55aMC6jhsLjUq8e4SFCJ1LwgLQlcQ6pVpQZa9LKAMvNT7ZsDBJT1GTFEKphDDwW00ImmgH6GJjjseWYB/fnt8ieRXIwna6AYPSqd+aWCy+azCShcDjaDIwXLSz8wOO0u4NghoKnb+0Q/ugS03RjcxzPRmIX2CKjSBwcLaBPCSXE/PVie53c3yAH97AdiGqX7ryHhq9kH4aUElKXUrJtIxbZ95rTtQmzLYBAy2gJaDSV272C9Hm/56BfQgT7iPvKCAW9mCihpeBd62Q/EPR5jGgxaT7XnEdBsdBpRKuC2l148QFwfbfsGrOoOC2XdEQS3gMqX4PbQXy2YI6BmsYUu+pYv+QrZXeiBId7IvaqAzp+RPs9NJJQRezx20/Pq2q2MsrfPlNMeAR31vtrf1m/Dpd2p2CshRhSasbJ8dNLbvjyAgKodJcXo8wooeoppMJRdYX9sAQV9X5Uz6UtLl8ug2bErCFh6YNMDtvSFRSDtJKzEJv2wS370Skh1vBEcF+Yr2H3pvfZdP4eATotqS0J+fK321Gu3H/xhrGtF+GArOPK8++N0+u2vreTX99KW72m8BO8XAOPHXAbN9gqocNdil0EK+67HmFzOEycY/bhLfowIKPy8D9MULA2pukk/Oegp8fHTZ+0M3GEJvz9y7RqzBDR/Q+CPsocJaCm7lHQJaL72mUgCjAUFTCPnCOioJbsEdIwzH0ScYPS7r5S4jFHYNcsT7Lq9mD0FnEk/N/Bru2XIgI2b4hkF1BHbtoBKT10xAf1Y5fGtTjPJD+5fBDQf837yCSi1teZDFdD+XIMq2LoVS3ezbAQWjcVf995A9mMYayP6TSRpvj8fOrtUGZwzkt2AC5MEVDij76ffc5eUX3xJm2n1NelX34/DpxRQzwzUJaBv2/TyrRZQAf2Xf922f33/7b96BVS63JnkBX2P19vBjlGEd6NsRM0hCzsNkb3XMeg1w1MJ6CJOuq0w2Zg8A0Xhuj19y7T8IQR0dnC7BfQ6fbwK6Caaly+nnjVxnXl+6AL6+39sqvnj63/57hHQq32bLOUMqAmxvg54vDgFtNIAlFboA8vLiH7uEdADb4OnE3XwGOjs2gGL0O9WpAwcI6D19bb0DdPKxxDQ6egU0PVa578RAS2wBPR/f13L3k//fVBAaw7s83mlsAW01EEALSxMRkcNEb3X0c8lK05DQHe45UOXhJRsAN1CHerCLAVL9Rkm4Qr5AP3UYb9Zs34MAR0IoLEzXQPbJ6Af16uXbydFQH99r3eamID+3+/XHb++/+3vHgHNpiLBSGjwpPLJHY96oH0FuCmgtRkY1U61UdhbAtqrafDysYfkehOpTPs7ydwYU7At5jn0wzdEdgsoikta7UnofYy+Pr/XDfESB/rYM0mejLs9xrTrSRmjKy50+V205PoG7qVflHQVzbNOygL6fqpyW4+8lJ8F9J/rl1h/fP3yyyGgmhv6stoTJVS9X0DBEIEhrCb2dU/7q0ASAEvv2cNJMmkWlMB/AZ0P0jNf6rsRLBVjAprEj9MFVPO6E9kcYCAuuiXuIKBgHlAWrl0np2TVT6lfQH9+W691vssC+gFuwgsCuq7vzzLqE1AtWR0CKjkr+T8koNAi/GgAmLfJRpAdowJKw+LMCTeJ/SsMaBZvVeIhB2Z0CajOxfvIib1raPmhkM3LXfQTrj6TNqGyX8s/74P0iPFEYwLe8ybsSx7HRpStzhaX8D+/rctyehNpBdJPvoT/5/Xo8wr+Hy4BZfcK1BTxpZR0dO9NJCXW0Iz2GatsmwqGvev0VqNXSXiJ1ghuz/ZVLs5u9Ano+i515H0EFEch+wQ9HKVnl3h77BHp2dT4VQS0HTqwjmFBdMW6T0CzKIoC+o70UxDQ62+hnlfwySmg0AN5BpnhcVU6vv8xJtkWoCb2NZMEBdEloODoRvuQSqZWSYQS1QO0RaUDl5kGDqyhNR7SgO6yx/uGgAqhxV3r4LbpzXWjB7xRGqiXEdALOoMHQlg+anpqzgM6Z6BnUcR/oUQQ0MthlwuhXgFNsOuRgyRNqP/4k55oPQ/SC2GGTdEaEp0cYpEe0JIADC7YTRKhRG9SpMmf2T7VaPfl7yR+LkQq7aD3LQGVQpNICtrUDXo8dR84YfJGaclLCegFLFx1J5qY5Nr4XdTO/KFTQLVroGdNJA+MCgJ61t+/f78u44cENK8KN5dAbei/K+e2Nju+ytlKXlhHXus7SHgJ6Ev1NLiILmttO+n1BrFvJD6kY0BakgW4//5h8+IIEQjfwt4UUEH85e4kJmZrbOoGPexr3DS0x9gjtEr2v5qALuhxHnSNJNWxlUB19F6qSiHve4wJ3oUvyvlF0k9JQM+H//vXL8knoHAYcAFFLqMw1HNK8VzAWrFLQBVpZqNX1jphWPUJKJmMATfYCGIy5vQRlkgRKxaJu9kuyYP6vymg6JyIKSgbf23KWENAxbECulKYrKgR6KTPfV37nJyZoa9lVHTRv6SAAhUFAzS/k/kYei8bJCdS9xL+cmv9j/wc6PWZ0MsvK33Bzy+VqlxAP07/7SKdXY8xwQgsderJBBSGBpYIuV8S0y+gdeBLYlVHFEx1tBKbIaALQ0Kdik6qTbgEFOtzjQRi3QwsdrLI1RKngLKzUn2j3Ygo6MaA9+AiZGJxzwZQahStvQKaSh/yWBNXy06cd8PsB+LBBFTAVhVmOulp4QA12vwxpqsEvtdvIl2083T67X+cP4O/d3+u9OPrZaEvCei53mWnR0BPyE4+YpmAknIUORaq7W1IQJXgMzulcptEKIHyI7eLJU6MgtNHWGL6AZQCCqiSUDgb/TPQBdfPPhVi7u88AXUAsYDdxTgQAN4frseYSPqWACY920Qyv/MH4h7Pgea9TED5JAicnpW+Zv0xJKDXn1Vavwt/VdC//ePy+ePkE9Dtx0ZcAkoXZtRuIqA4r5XIkVRszr8phSpkCY3ebReuMCagVH4MeqHPTfQIKOgLPCNDAiozs6D3CSg6FDNRj2cJqHZOwh8hiWYR8t9NT4ikKCw5wWQZbeDVBBTN0cEpCEWsxpUksyYepRnFkgPdbLOcTmwkSOanUoWcfJecXDXVcAzWfw0BZdEFNLRBIYVrkRjorseYuAfCTrD6a8Oip4GGfUGjSM0EDQFTExn0jcUHOhTEkQehlOLTlx6Ctby5+CBqncCSTusQVJvkb6+Abq/M3Rw/8hmYmuqWFoLPK6CIURlFeRcuyLlN6tOjwSZoxmY/EB0CyjIWgBWwnJPQ9J5WVQIp0QiG+Z1HJaYHhm9N2ALKtGMzhq1+sJEopEqddZ/n6k3Cp3/hPLjWyp+xKTJycVtAxbgqcz5iXwmWNiN2LeHNDga+46rIRNvHW2IS5WXZuz1v/us7fnCSMYIlPApd2VXfBQFNKMTgEDCvas/BDoZTQKHB4rl1AfHYqiU8+GpyIfdNu2D4YPzt5Ebt4l5zOs9KFKZqhniObaAxAwURIyogUOXIokkgVxB4VPsiJDqqdJsUcGhMKwbuxBdDLZ1CBKMQE+RlLBI99Zacy6in6PxeF0uM08F+IOZQbndbrg9QugVU7EnwIddB0cbHkXbAxjMIqJCcFCgO4piVGrEFlLa5oA8Gyols0Hla0mZszjk66Xnj2RJmTt4NtnmUcZFNn09eHb7zWmrX+rq+1hbaFfZJNu0SUMV3JRyJdkHDy+cV0Ouzk2cVXW+luAU0CTKCT/o8uHVasDABreerjichj4DvJhKRLal+TdrGeBdSXLMLRqrQqM3ls5lhpNd5YRCLtOJszA2DnjeKJUGIIw/rwtMO1mplHux9PezVPDkULCj9AooSQUknkf0AAeUs2T98evqsAvrr+/q45Nv6GJBPQFnWktMN+AAHGx//Szkx17g+toDibCxnCgmoFswfPfdSY/5Namca2o7a/LDzzmugWOK7xLNBTziAFcCirCeJdg4evbAleMpvC+hCDgX9xroAnkHxGwlNl4BWv7RpitotPAy+4G+ZRyLQYqTtf1YB/flt++GNyzd6BgQ0n2JKN4EPLbVAZ+Oy+5EFtHqbsGfSAaXMK6BXNOmpOLVyGRgx7rwwiE22lNWsC10CKiRPoeZrm2J5qolLV5iO2+CVH7Wv9UI+CpHXV2jUiIBSrtrXSgkJl8pCC2TvBH+x37CVTy+glx8mkgRUeowJZkaNXC6qKQL6TjhJwwkoKH5oAd3ABo2wMsNqi6JiZJ5jAgxm8IDGaHQhBww4n8BvmWQNkfzAEfFQOunh4BQaxlmF9mABRZNkKImt2BMyqfeJcpOhAY2TFNR38R8ZTgKOTMo9DktwuMiW7xkEsd+hdAN/cDPyXsnHW2HqEv76pyn/V7eACv1FTutluLPMAiFPYFrxnAIK0hhWqztZsuEUzJFwXkFgAkqKJIo9zsNf01PGr8DsoXTTowyiwL6jPURAmR9gd4eAQq9J5CU2YhwVUD89jENph/cGN1A/n7XpEZVHQKt9nKbt460w8SbSFZev+IzeREInGNy7qW6VWINTIs2oR74LX4FO6zU9xaShn6UE9AoomOpgEjmhEcUe5+FPqfAxW7cPFFC73VqA5CsVc7cikK1QQNd/3szjgUbijlN6qVUSLYPtdWQedFadFvIeUpovMxeNHtq8MK66Cw1t5SSncDyxgF4eA92+xfjRIaC0g+Tk1s6SUp0nE1DgCZp0tBmE2NWkc94LLe0UftoPbAB5YClYoZYmPXwm5gpFB73DG1y8wMRihuWw13+GxYaAigGvtZAh9VXk6sw8bATrAG6eGjXVoo0e1eAsPAk4hU7fcv5AzKJ8K3+3Mv86scoIkpDHT4iSlF20Fku7xxVQMjpQ6uTdDgprwuC7FwotMCcfntz1OI9+DdXF2UProVfzBwAV4uqwCGYuNNYtoGXClbQUT1JJIZepnNeutqaW8i5SaUZJQcPvnF4XUNl5SmXzN5w/ELenPMFIYAFVjgBxVk/0pXTbelgBpb6CmaNfQFmiwVbbAgqPwzawZr0eUxK5BC/jhPFDfZxMbwxQmZF2DSspMYcZ3WOXqpNi1xBybnPfxX+ccUJ/wOSEW3ZDEr1AJfm8sHQmcVLat50/EPcQ0MsrTDctoSlyWtX0Equ0JeRwmAJ6eQfm1x1uAeXjDB3XOn3wEQl1AFxNGBIwp4ASEdjYR/j89OUnMauLAGIa6oEgddsSotgF+x+FAZ3CpPmYZHNn4gvuYTGtdICYd5TDe5GKJqJqlmtsvIiA5geKy6uS0AyOyrk7HlZAeSKADPLKFlYdtHt9bz+LmJmrDakqp5LWTrhuIgGxhuNohM9PnwVUPgeL0fcbVs7dnXaxcyES0EZOsNJuAaXuoQSVBFQ2p+29EMlyKiMBFtTyhQQU/2DmxsIfY6pZsiircgbPdHUreyIBBfnjHK1UgPB+xyAG46IcSZRsh5y5HmMCMlbpjhdQI98ac70myrm7167CgN/gVFAzgdvcm/gN8SqvorjTdmzvBTfYyUOyQdslktwc9xdQNKRMgIxqGfFMAgrgG63ayNopoPulE5GIJfBkwWe6NxFQLd92G7G2uyPzSDjgCFGPwO8TEp8KKD63qQI65n0I6AgjG8Rqp1DYyxmBpKNgKkYF1Ad1ZJV1lF9Aa0SnCZmtYMjWMnrQ1GsfGpdg1XybpOL7BbQjzQ8XUDg9lgmdLK0JcEtAXUF5EQFdLrPQZSkT0vwR7FJQ1gkOaOw3gkq/UPf7oQasxsf2vjZAIjrBuAvUrtec6OnYHfTIXcrmT8MxeseR2TB3NCSb9ya+kgPYKN24Tnq5QcEGX1C0rj8O93uMqdllYrjdo0xjvxFU+hlaoQastNzwvjaAbZkkZGrXa07cUkBVtklnj10CCuDiEmzem/ga/7qzGaReerFByQZXULSuPw7TKN83F9jfAQ4EAoFPijkCuv4p4JDQQCDwUpgjoO/5DyJdf5f+jyltBgKBwINjioCinwCtv20XCAQCnxpTBLT+oPIF7/aPiQQCgcAnQQhoIBAIDCKW8IFAIDCIWTeRioLGTaRAIPAqOOAxpljBBwKB18C0B+nfNvn80q4aCAQCnwJ3+PJTIBAIfA6EgAYCgcAgQkADgUBgECGggUAgMIgQ0EAgEBhECGggEHgZzP7ZzRDQQCDwGjjgZzdDQAOBwGvggJ/dDAENBAIvgSN+syMENBAIvASO+NW4ENBAIPASCAENBAKBQcQSPhAIBEZxwM9uhoAGAoHXwAE/u3mPP0V/C9yX/bXpH7XrI/M+O73e9QWzf3bz9gKKXV6W+qpiK17K+7Z1Ra6y4EYM9npMPRK2wyzCVC64nD8OTvoagetnEIoBl5vsqve4Q5Exc+l3eaUaTzJmoOuRXfkTyMraftt2H/1ihUIoqHnRMKHf+7W/1W7BfquVVmhdfxzuIaBgI7tsu76VLuWdv5IAGh1JSMmh5SO0iO9pwKQ/Hm76LQIkEmXnWEZaCibvz7T5hdgyjb7Z6AjjgrNzqOtLgi3A8dwvsEozC530UpajQhAIYE8iRo3SEzrKSEoTKFTIu0foNDyMgNp5nSuBymXMJ5R2AglllwWUQTByyEdXwVS06PFZYhsTKKZSGHazKyWErr6koSFhCmiC2aNa4uaC9ZcRAQXSRAPPBDTnumVLh4DS99owHFrYrL0Cihtl2mypuZkQ297Tqwuo1JugFirPwwx0LWjCLaALh2rNZxFQNBzymBACsWhJPchuaIhIvpZOpG/NbeWiVuUdAgpbIN5vLwKd3HwuHRJQ4kjCOcIsUygUJ2sBco51tivMDQH1XE3Y8OPrkz4HKgkoCyQJZimob7krxY5udmRpVEheeUwnrfOaProKpqIpoOWVSgp3eaqCyQKqaWi1dRJ9Q0BlTqU6jBk8uFNAt0OTlHTIEEtkYPmIgOKQoLMq6x67R5zjjjkMdjO/cH4azr+igJb+WT8DnUJJK44sEHfe0b4zYeJdiXoLZw0yScFa56EF1JiAEzlLZWeNu45cpU9AiQFSPzSB6nmugcoty0X4rF6KirwQ+TFiT1quR4HA03jAytUaKQT4XaCvpMQrQSHrf6mGjvbKrzaxvqtdskjlCnsRUMO0g3AvAa0dCQKz4BM6jDTtxhr/RAU0tU/EtSdY92AGKa8t53KdZxHQtn450jehdnYJaAcjPvHWmq6bSKRlwflaxKzMu/MWOkSPPWkZtFfJ2byMR0gLBn7n9HDmwDqaGGQJqBbdhvcnfMbm0SOtLzpU911n28m4k4CKYaG9ScZ4UUrlODaxVNkBWGvYBm1yqiEf+DQCun1aeCrDeCQc3VTTH2zkiiMCyiZBarBh70ALizu+u/Co5YUUwEKQjjhIUrws+hOqRgWUfAT2sSIRLgFVIixaJJ5fmxLlEFBlGJP90omLmIvdt4JzJB5HQGmMQAemRNaWNdRyW+MCuuSBYhuptN5Nfwz6BRTNDqQ414/bESAQ5IDRGWhrtAhW0UFvOs+X8Ll52QYQJW3ACzrkEVAnYDe1BNIjoA0yo2x72S+g2oBVA7DgszeJDfR/sTLvONxHQL3xI6EkfcrOUvBsbbCvwEfIfWeYJqJZ4REEtE4qM8zhI0z5pwioiwvQGNalOjjtS7A+MuCauIg1j5kkoEWrNB1dSI7lcqPrfby2kGqxrSxGAWin5XurZh/7gbiXgLanO75gq3UM9isczdbWuXrLrS9FUVr0h8KXxnAu2SOg9WD5SJ+A+oOv9QK/eGM7TyUMnX9dFrXWJB0C2lbv4h+OF9/A5Y17WE3aRhy02Ao9zAv0VsVNuT6YOrnZD8Qjz0C7AHVhcVyEdCSLSSfCs5C6AZzzgJRakwLH+YxX8QpoM/pAFxs14UH+JTxkSV0kQitbA0MCqkzHUU8BGjodzfs66BVDBhdegMW39tkDHAkf+4af39BjTs/7GFNHoHqiTZJSYc9Vr5t2HzUJKZYnmIFi83ulw1HVJaC4Jbmvu66WAX6V3t2EnxcKcI+AYmZxSQbuuCSsluA8XclbXe/zR4oCmuBTQrWHhYIFXWsfFtISEzd7xtsrCehOaOy4gtFDrhFFWm/T311AqaNrAXDcOy9UqzoFdBpw1IcF1G7ZUWMd13sFFIUmR4rMNumyHhROvIcFGq8WMEK1h4WC3bNPZFRiat4eXe/TfoWpcE5uz8G4oytpEOu7IgycHc8R1faWloCuR5PW2/SPIKD53iYWUCSeuxZbfgGdfTFnbVmnXyuhI+YasFNAwQQNLmeKbyV4NYjE5TEBbUsbvmwwLqD7413dZqFxjK6305/NOl14WAHdFWlLQNd3awZaz2wGA2ylIufXwz4HmqNTQrwWZK99Fy8axU4BlRaLOwfY2rJO3+2KpxKeMg4JqOlJ2QbBA72Gfd41A2XXULCNiFkLsRr7VJtwmNI0tVrRJaA/v835c/DVsamtuRhHZqDdMdfzaH1f6kxUIUuO6+nqGv6BBbRoJziVz52HDd5ESs2YW5CmY5yeHrAHsu5Ne4zJUiu4uMc1jljCX3laJrXoT/mwbl4tPNwYz0+Tvk+egj6HgMq5ah3hEFDWJY0drFhO7cVcxz2IgOYAgqHoj3wLY48xpcHxVSfTWp9A+n5vuszpVTB1DbSFSHGI15RC3KbvdW6PgA6SyvuQEV0COht3uokkJ8609LbyaH3PFcsVp3Unvqxic6ThE/HRsAW0ukzUFH9MeMnV0TcjAor28WIf1jZseu7v+JMesKGsd70CCjOwUJAQ8cYKZd6UQtymxy5BY5i3mKg/8e2wupFqpCUBVdgPxEPNQO0pX0eUzY68vOEEgD2xNbBtmyT6ZOdxBbSsk1PRx+ow9YeqrBP+byLlkMN9rTmx3BF99J0O2ewLGtY9ElJ7AMe/5OhSy2SwbN45BUQnTzocREItxNz76lNfB6DaOEdw2EJA7a96COFU67bTGO5UBMRDpPnYWzAV/seYVpgCOqA2LrtqZTbjGmCrg/0+T1GlJr3yGH9WKtwPwDMTrObENbQokw3TvCu/HjPEg7bG6qvJfiDuIKD9McRd2poSJTON6a8ypjQuoLqPjyugbFWW7iSgdXJDFvB9TAtdC3gEFB6tDVGL1SocWkOT+Gez2qA1pwlo4ungMM0joL3BTrW/8h6SMU32A3EfAW2tjkG06F6in+JFre67OLQn8l77moLhY4v+5zftaxCNB9V+fIVfpPg4nX77ayu5/M3rP530weyFOwAAIABJREFUZBhoApqk9HVAM57aRZsHW20OkgsqieZ99Wl8RNNEti7Bqt+lBIHQLC+UVgXbe05vxZqy+cidApr8vZxZF/KoqmzWqwioln5SH/aVlBqDAkpTpsGi+3g7AT39AUq8Ako90Dzqj7wZGC6gwmF+NrHfGgLa54hIls0UwpOsy4Naq1r88R6xSjvENr3Da51cMscroL74lwueml1e9gNx1yW8a7TwYdYO+rCAspSxjDJ8PFBA4YEXAc3fTXs/eQQ0W3/Z4gKqKKg4y1e6xZpIMbtwRNk+Tycwq00BZYe6abJlVTklW3sFNFvP3aDOeSaplvduAUVrOoOc2Nem35romIKq1ZSQvZyAgoh0RC416lzQJ6A5WTaGQmUQgBHvZYEF0wT0X/512/71/bf/2hZQFEeqoLJHsHNaK4a0WBIi2pW7sm9uUmzhZ7KGgCbxOhzmpcoOa6j1YFtm7IX60qFYtHiX+UOs0ZuhhmwiuajojswzSdXthIalErKXEdDm5UWrX11VugU09wye15g0EwV0XZhfF+NnAQUL88uFzRP88hkV0N//Y1PNH1//y3ePgG7+JvhuDk8cFFf0FXbJrhr6xS+gWAOTdxSd6g8htJvX9sLp524BTUUNWPRJl+wX0B1reIlcNshz8xa43mMHMUfS7xcSUEfwGlVQOuP+3i2gdV5kG6D72Ceg+Ve2vlw//1v5fF2in+rSPAkC+r+/rmv499N/9wjo5i8eGA0BdZ22eC/o3qPWYeiTd22HuKYLqLnJLjaQDz1r6C26DoF6fgFFm67piWYQPEsj+pcRUGfXwWgqxXkukhYc1R0CKsxF5Q6eJqAf66309e3tOuP8uIrmeWK6amq51c4F9P9+v+749f1vfz9QQLtWDL4H6QsjDL0TVbK41W0BTWJb9aNuDDAYNIMbnPEYU2JdMkFA+06CCxhQtxXQtKBS2l1wAvryApp8Kzb0Do9I9XSUxXTdNXATqa7JknPdavjYJaBv64L911UA39YV+/vlLf964Vv9FcN6F/6y6yyg/1x/HeHH1y+/3ALK1j/m8FzakcAVOgU0sUHigWp1h4DSqWbLjHIwaoU0NuFBevh5UbpM9dFwnhnsCLtG3i2gtbVk5VRpE0ZowfU1+lf5LnyOUitlWX4LBWD+AveOPgdaslnglzq79LmHJSkCuuJtXapvanqpUBTxo14G5QL6cf10ltEuAV2w5drwbEWgtuOIvXITSZtrNAg1q9s3kVQaMLClOjUkSmyu+7oEtKgD8CfBjbILG6HCJ6C+9K58Enlf8Ok3AC0+JUTEIiFkryOgMBa4V0nwtCCX4gQ2Qau9XwVClHiHB04WTUDL32r5s9yF//X9t79+ftuW7qA2W8L/81p4XsH/wyWg0DnBfzUsLf9r5LoFtFL3Bly0uu8xJkTKZkbYokyaLGMHnyPaWhYCg7Y119reox/ikrwzDBPJqX0NetKiQqZMk+qhQIF5yF5kCX8C5/gEXmuMUPQS08cyS5D7YSNR2RWUYz0KSgx2s4gCus4qv+QlPBDQrZIpoNcjziv45BPQGiPZe7K3HQrULya7dgF6AcPUYiuTPzyP8ZCUEtDLpfdoV9YCHIQSEysKbgGFCgQ+ioHxozEDtWZ+bEedbIvoCv6pnnbA0TwkqS4nmUFEQHnIXkZAV7C+EvuzVs0xxZkHT1hrVUSisuuAXaOlG+tyJ4skoGfh+7K9j8xA02UNf7kQ6hFQ6ZcAdFjJzkMxKKCQThw4JCda49pPD2Y86HyNZzcLfseCx23snYFW17vF0uMjLLB7Tx6C0+iXOqDyPq2P8SW10ull7g+OdrIfiLsJKEkhtUPFUrkgbbvSPgHFXaOmHLjzv09As06eF/L1GuhFKOVroExAz239/ft1Ge//LrwPfQKaax8moLyv+0hEATWzSgwCMFbI21EBNSPjR7+ACj644txJX6IJIysFA419buQQ+4G4l4CyeJDAkgt1euKBCOddySkhvgyR026ZL6Af18fny134L0m+C88E9Fz875eHQecIKAyKJBbmKaVB0pgAkxWGymTrTZeAJtoyDALaK1VhNY8QUDNkTR9RgUJPTiSCsw44vC/VKE3ZTAklXWImDzp/IO4noPW1Qjgz5YK8Sbq+ttMtoO4sQebkY+r7pCX8+2kT0MuW/znQf15e/9ul9hQBRUEhAioFQkhuQ8HskCPNgoyIGRrW5yMrQV6JBsFY4Is1aiw8AkrXX4ZDdsjaPqICHEbYzSDO/aTgiIaALvhKG4gH2FdazB+8J5EXElAtcUBc6wQPVWMnMvzeJaCSBaVxYRd9xCUt9MIMZ5ELyn33i1Bu3zf6/T8ucql+E+nH14uMSgJ6buyyc5KAwgjQ0xOXCyFWpoAWDmlMgKFC5n01/NXIbh8FAYXmK6MUMcsKmkoiNCSEh60RESNLnT6iArHjUNtqrzaQm/LehQcuwyAmmACdroeAJmHGLsadV6RTU4eEqCd/KYHILIhb59QQUUDX2/B/lnvqH/XLm+C78LqAbkv8GQIq6pboPAi6mwQ8xy+GjXDqgj1JQBPj4k0TTjbu3bYJ36VErPLh7Slqy8da4LHYFWKOppnA+zqxx1NxGtr+eXAIKB4ydUfdFgR02422dwpoeUWVcdJZaTjrLs4gZghoImsnZewJ+e0UUEAH6FGjXkYvvfEYqjrVw9kon0lhI34BBQZU5gMF1BVNV4g5HAIqzo7YObPEtxjTYUUIqAw8G8n7kMxtZSXiXQKKewk0SU0gCwzQ58STJxdQkOCsEKS7MtY8Agr63xglQK2SZJBM0imgxQy4A5TjUCCprabDIa+yq6qVUEuCfZMEFNu5UGuBYb0K6hLQQpJrojQqyTXCT0huiMe6iSQCDmoScDBdhIVeARUzeqnDtvBCI4qOIPOwL59CQOk4x2cOTQp6BVRsKfclqzJHQLlcqdJBuLGWAnuWGh2NncQNHkoYEL9olgrrNngdOSDHeV/00LnNzFcQeIplIUcjO2agBqP8GBMFTPJlEVbMoJCj5y58VeC8W1Drhe8qzeB3wqLSH4i9N5FwjGuMkiSgrBs9N5GIcLGQUnqRqNfHXIL6HeyqAYDxYJ6Krtft3seY4CfO3zPTML1XvwgFAo3nh13Ih/VfQQDe5/iSNHQb0f4u/OWewvZIy6/v2m+ad+FeAiqfXepOnq/0tAnrlRlh3hgT0DK3JEmNZAOpbfp8AoojgeMP3+kAcJDAnyUvdJkVRBA1CjmOElC+p1piGJQkm50KhpdNObklAaXxHfNe/yZnPTXWc9uAgDa851/FJ1bUDsZGzBTQ7d7t9uNnzy2gElhiVmmsQUXJTCb7Ncf9Apo46SKwlDJICz99DgEF0UBjV07/JGW560F60m1o2KI6AqWNpoDCtiojFfEaDdT7WeuEudpa6p0C1tZqmounCJ/XTe9P2XRgAvgAe2RAPz3eY+bE+eGnJA8sG830vn4z5ayi60Mrn1FA8ysSrhpePJ5S4uOrS0ATEoa6CyZYsQN9gJ0qnCifWECTElOpA+rMH7rvuotDCYiA1nc81GcJaDE5+6RM9XgI4AZx3KbHAopaQ5tNB03YN5HqRI9Hn580p9LnMw8lZp9AhNdD5wnor+/rE4HXx/4+oYCCiBEBJUmcS3AKgK7vFNCE+4wNEiygNMOEnPs8AgpmhwLGBTTB5nUB5XRN6z0CWt+l1EKhSKgCtoo4btNLAkpnCHvl0/kYk6BiaPo/bkXLe1VAQS7QlJonoD+/bV+JvvzgxAsJKMhymLgo4+rO9d0roEWiE0kixl4NohnG9zy3gEKlKGFh464EZzvEQUJK6hmsxBvQgy6uQVeVzuOjJKAgo6ShWuvgrIB56KQnAlo9WuppXHXKjZHnQGFsdxrhF9By6qC2MOE8QEAvX1d5HQFlowlukuQv+umREDShgALK5xrGGOvy8WkEtDgNBZQUKuusXgFlbZFTGxjk9Ig+H+tNJKyb1lBF5pVzBQ6Pj14Q0JRbbbjUAavrFxHFsRlGtPQ7Bw8FkU9MV3QruncJf/21yP/1qQWUiZfS90jzAJwCijMajmCFztmbTy6gibgMxru4sMZx6RPQRJvC9AJbY1z578IvwACtSe5qKmYgm5v08lc5+UxgH/oFlDl2ED3tRMxeXoEF3XHx3US64vLt6ecVUC0sII9rcHGUYRfAg+qK81rokxCl5bLNVhje3nx2ATVCQ8PB49IpoAlHGbLzZQCg0rrC/SC92jIPRMLE1hHuBzGbzEMwu94kn2KGU78TtiVJk6cBk5rpfXkMdPu9iI/nFVA9aWBBrUXrgqXPtslba+cRaY/mE2bvzfOnFdBWaIShx+LiFlBwwvSFfyuBB/f4iAVUdMYcs8Xc6noHvSagmMGfYwrLqIDWz3uMcNKnlRGfpjcrEq41hb3iLQuo9HcdR/BQAppgdMGqWsiyeryYip4zIW0Prw1JivX16bMKqBYaHomc610kXEBxdPFUhLHmAvzeT89o4YUBo59JoswXUJPdh5aCQRpkAj47jBphZx7uY8TPEmzEhtuMLsJ5e8YcQzM+OalBcsMylMVI+DYSU0BJdTSE8DU2OMA6evR5BbS+bjugeoFUNwLiF1A0okg/whkJqDlLQOlVGtLrcgNYAKYIKGnfYnehIaCZB/YrO2/tMKIloJmEUSH1RPkwg/1A3EtAW/GxBLRUwe3AWvbzxKw62iFNhF5jBqqFpmoXEM4ZAgp5F7TcAKYwAbVHuOMxJtgkEtCWOCODO+ff/CaS3Oo+BXXPQNE7yvc9RnQKKKDEM+AEe3w/+4F4aAElc01eBWXikQJqGiKx9BZMxaECikJyAwFFp1JI30kCBbRMcYYFtN/7xxBQSA69voOA4hkQGGQ7BLT1YyIA+KfJh/GoAppwVJUqC+57QHKEgPr78yUENCkBmS+gsJ/BEOsjIQIKmq1961YP3YSO54h4o052Ax4BTcSGmwmo1rfKvDgEVGbMF0Ht6Phla5aAou6Fndyc9AgsvQVTMVtA8Vyh1TWDAprQ6ZAMMshquuAUUNDakIAO0MPbl7IfhwsoOQchr+m05iABhV2YPxOqvLP/q1kvs4TfcDLhq7XWrK+t049WnTGWWovTXgyd/iYYpNdCQ0LQCoja9SYv5WAF3k5o0Qtdu9CiHTDYG57MYDe7HlBXG/LrtmenEXbsseMyVV9nu9gPxP0EtBkMdwjFcGvs1vDHQynXGupKnf4mGKRXQ8N0xgyJ2vUtXtAq3O7sgRY96VrY9PDIbdMTR6UjZ7DbXU8FDPDlTzuN6Ol6hSoENBAIBB4R75vU5m/F70UIaCAQeA1c/0r4aaqEhoAGAoHXwHv+g0jX36X/Y0aTIaCBQOAlgH4CtP623S6EgAYCgZdA/UHlC96f9DnQQCAQuANCQAOBQGAQsYQPBAKBUbzXH1GOm0iBQCDQA/QY05QVfAhoIBB4Hbxt8vmlXdWFENBAIBAYRAhoIBAIDCIENBAIBAYRAhoIBAKDCAENBAKBQYSABgKBwCBCQAOBQGAQIaCBQCAwiBDQQCAQGEQIaCAQCAwiBDQQCAQGMU1AZ/+xpkAgEHh0zBHQA/5YUyAQCDw65gho1x9r6v5jzyO4L/tr0z9q10fmfXZ6vesPwxTOrl96Pvu5bNjchluLDlS+bZxoeSuWA72imTLSlQP00IKLx3KIjqTvhtH1I9gcVPOCbu+kp/E0UjIbtlazvT/BQw6E6ryaMlNt8sc+cwJrtNQWd3awH4gplF1/a+TsJQjEeYe2waOW6L66I62HAxKVvRNSn7aOmUhPLRDtIRbNpe+FJaAj7ckOa0EwBbSbzsefDzRJTrT+IfDQM7vnWdWTeZRfDy8zWzH2VQQ0BwGEpxXGrRy+khCnUrqSqOy9zsnm2JhCX5hU1UTOz6YfxoECasShnEH13vEKKCHVCGviwgOfUUDr63H0ooACO+wE5x+62A/EPZbwS51rphLBdsaCbsfhpFtppoRoJpiYQQ8dc8+C5tGPY7KA+hOjpQQu+iLDTa4s2v0CeqCCdgkoitcUq/oEFNqhR1nY89kEtOuPNW0CWtOPBxCdneBOVBnL6E0FtJVrHfRqc9AlQ0ThWXyA/gAcI6D2JLyeiDsFFB6e6uEWmRb7DgE9TkL7BLTYMsumVuYhnhp6MvwXqbtJIkgmP6+A9vyxJllASY8KEeQCmrRoP5GAqg26pp0LHcS99EfgDjPQYQHl3dojoMKBfgUbCIUDIwK66Fk4j/5agHkkC9gG20tKXewHYhql+481nfBaBr6ZEQQCKga4hPMWAkq7zssiCGh9dbF6jHl+Aa0+Ob0vUei6iVQPBp/drIg6bz6PgIJruHA2ssuy5kMAl88tAW0FGiziP5GA2iz48QWYRLxP5Z7GMWwF++CbSMiDHhZaIF6Acjqp2/H0Atrd4RB+ehg/8KGW9C0CbHqmYM5Y9KF7BioG+0D6ywY6Nw6l+yIOnJcRUM/5xhvGGk+4d5eEgP7xPGTRwyIJKGjG6XTLhk8goNvrQCj89FvoGu15ol/nbk4BTbzT5mCHgG6bu24nWfTocmdPzwrXQ+WZx/ML6IdjDX/qHxbtHL80DPfskZDaS6k5upRk6xFQQIcb7ojPKP0h2C+gY9OSDnq9DTeZvl9jd9bbh8678HwRqCf1Tvok39kYivXnE9AfX0+nP7YfFGl8F57djWwHkNZprrCmCKhFUB++FJPNcy1948I5DAqbYUEB6qE/GDMEdAAd9N1Ni4OY7ky1O0V2zeCpGLqJJHg8nz7BCyPDay0Q6Ss+iYBe9PN0+n+/XR5gem89xtQZLDwdc16V2iEhbrOWUQEtbcDPpHnJDP180UV/NG4poKV2F72//Rx3MuaT0htJ6o3MLtk+Hc27OLqP2IcxE20B7Qy8MOzXRuhrk/1ATKFcn53/2Oaeb40H6fuiOIZ9Auq/WTUioOh4uNHvJrqA6qQ/HLsFtMf/tX4f/UCQybUWswmN3VtxF0YFlJo2aKMpoD0GWAbRNVub/UBMofx5nXrmL3S2vsrpD1nXbBBhl4D26Oc+AZ2ylllCQPvoO6MOBdRxeu1YQ7ui0YdJArrZN1NA96H0QUJPmjnZD8RUAV3X7p0CajzOMK4u+wXUdXV75CYS8CzlEdl/kaJYkA3x0h+PvQLa8Jh0QOoW0FajcogX6ZQuddsnEtB+GzsF1NHX9cppgv/72A/E/CW89F146TnQ5p0gqdyrLodfAwUm9bBsAgonNEVABx7w+IwC2u/3fgE1qZTPSr0uCXGEoxPTBDRHahZ9Hzu0A8T3swro9fGlfBPpQ7iJpD1ID+Lk2mWHGrzfTEDLET4WUUBNb/gGr+Z28rEF1OMv8X09rI/e1bbaF63De+dgkzFFQMuV9W4DTe+HFpSJDgTjusLzCuj4Y0wsRHMw6TGmBnB9D4tXQF/xOdAejxcUvT56b6syU8uogSfZZ+KRl/A9Paw+n2LZ9MQCuuHd8yD9iUVjrGv14N9aQOtri4XdRCoW1zaHXPY5+eACmlrTcuhv9/UL5114sX9SmY2RWmx+NPIk+0RMEFA4/zzoJlI7yWXZzO+97Afi9pRyT05UUTuN5QLQaX5L8qH43WChzic/W2vUe5x8bAH1Rr3GY5S+jynHF5NrjQxcBTRi0o8JFyGF23Qz6BNtugvyasPLfiDuIaCNK3pbnIZjvfQLKDnaK2rbsfhdZ0nm9QtuR5/LTSdJwc9v4GmJ7dsP2gpi/aLEij+VttvsMwV0UYfSVAEtE033za0HFtCRq7/z6Pcmt8OelxFQRyyt2ytU7+in1DsHK82uG3CP3amlfvILaMLnCfpcKN3hRdNJWiAI6PVeoPQ9shsJqDGza3jcRW+3Sjjqe3IcPXAN9IYCOucRk1F6HFEffcMGYuPnFVD6p/PkvvLEU14I4Bu4qVNAkRH1QdB0iIBmgS73E7EHLda2PV7vkYCueNcuYP/42rgzqJF4S1LXFxiIu730C9QS8m4sRoqdmkWLffW935UBNAS0N7dm0uOIukxpPAdArXxZAU1o+LDSvI/EHhwDDp0poGbXgsPrq8GyFjABpcwqbVI+50Zc9C0BVX7G4DYC6lVQe1R5BZRO/csbysOyjQyVOiInzqMKaJ+CrlXn0i/VAp8lLRuomZ9XQBHjhVKOVP6Es1MTFFIT6GyfgIp5QwSU2aAcq7NsBURAt7bxubRrIVuMc9FbS/iP8hcFrn+hBcorFtAfX3/769rA+e3t9Of6CJuDnZdooTQdpd62SHiJPYCFEzkyl9WHIjsioEIPDmPXXXhpXE6jB3pnThSU2G+Au9ja7xUFFGTeyI1YabOQqOwYNGWkyacioGzH5o5PQOHBsA1O5ojGRAHNVzzr1U4yA327Puv7dpHNt9O/fyV/ycUvoDwCXmgMPvrB0OJ9gunJFFCXgu1F6wnkFv1Oc7zP7133NYyRzCDHJ/T+SgJKxa8lW/QQEEqeBKlXQLme8aW1xMJX77m8eRMJspI2RAEVs02xavgm0vr689tVDsFfWqUCeq7x51lvL+Vv1y9OfEC17RFQwVkXNAYnPYhqtUCzJKGjyj65niWg1px3C0fLuSYaXe8LLohNCdYMehIskVm2pIa3vr62gF5A8pHsQ4GkRQn0K62HSVR2bgVqCDPJUsV60COg1IsE3YetwHd6sVdDh/eqgOZbSeCKKLgLf1XSj9Pv/+fbVTPfVpl9B98/cwuoNoya0Np305eGeqgWYC/Lh7J3dAqIQmE6OOZ9FlDvlJt8cNrUzLzuPkdRwQPu5QVUCI2aW7RQ6GEoqz4BpTy1Ec0UbBHrQW4zoycu14xGdrHmil2GSaWZXQL66/v1CieadlIBvf4N1i/rhz9oY30CaoUZemfHVSfBJSxUrS5msx+0YsHtXeFdxEqUjLwfrSmg5TJyHhgFnd9BD11zRWERuigfDt6qua8roDRWUirlba3H0enVJSFS19UCoQY9G0sCCt6a9JyCtYuKrDEPpwo7BbSIZanA7sKfFXUtfFvX7kV1k1dAq08G+qY/bXqluRo/NuFi0bdX8r7Ymz73+quyCAU1v5ndlL6eJrLNO+mRayV2iWS5EIU6faDGcOs9Ns7FfR5j2iDEapua0UwCFWk/0z5PrYUUoE8smVmTkBJ1YoJDStvRpOcqzpqpnNY0Hd7W3yWgP785BPSssnkqOiagUnfybRpwD2wBTUKTtN9xFwNT2K5Ehq4z9nIH1obA1LYXgwIqGrLFP9vs6YzGU1TQw9Q+kWRmOg5wVyTQXis883FnAc3vpceYhMEK6y6abAs8LNd3pXFuWp3UIW58RkZNcIfa9EjASVNaPoD9or350z4BrVqYwQT0PX9laVxAZR+k+GvNNUloCSKt+/MWZa5FObi4FsiJUs8poKbvkiG7vYcCqpOD4ZCQ58viWg4Yj58sZChxM+BZNeFKtXaOH8K24/RpBRQxqgKaIwvzB3SrceKsOZkb3DUPSKBZbBvJH5pStavb9Pho6K2+IgH7zSjsXMKzb2tSAT2L7P/8ej18uwb646vvGmi1Hrqj9Gv2WWuu7SMpqdM71CrsAxJ3MRkSqpwWKKMzBLSQgBnCbu/LTaRkc/P5CYmLYkzLezaaSLyRBWxaQ61m5BuJO07T8CgCmt/QiY5mlNLlacHnrFEBVRlKh1IBpdmt9rBAX6vnj9Rz4fi6X4sFVQeV3rgLv6rlxwncRMIC+nb98dcvKT8Sir4EaipYiafhBI7hZAGF/1NmUEco2oPKkCvwyDkCWioSg4a99z7GxAV0IQmpJ6bl/doyOO+o+ljHWa2YY6EMjNcSUNYXaBNGFQcax7h2ME7mVkeeQL8kNsUUPnOzDDTz6ERTAKSPMDlqM2Fr0wQB/fnttP6FljoTJQJ6fQT0+jDo5Xb8l+R+DrTMYcCpU0LtX/DJCZsekhTkbuaFeA8ogQ7gxPRefRdSjfHjPNzl/VYAsiRBejiGACXuE+w6Qu6sloAmzgJjm4mQx6xXFPaXElDhFITXCylHXBRQlAhgKldq+J7GoxnCCrLKzhNQ1gzWCTI5ajNhPxoNYAEFP7AEBXT7StL6nNL6tU34a0y//3Nb5F9l9O30byfyG06WglXbBS9MOELSpOc/5S1ZodmH2tIE1Bd7r7v18ywBhQ7IxA6jeOumuK70uXXLe2oVDZfqdl+QZuIeAnp5pZHSYplrYnHV5/8ZpoCKR/DLB2WqxLtUxVqpcTOSLSABf3LmAbcf2q57X6AL6Pok03pXSBLQ9/zXA8/V305/fpzwb9x5BFTtBNGfrqHhuILA+pKxKVNQeEQtBYnjjH1j+okMWeAB495zAaV0zq7YJaAtIjRRoYPEcBsZeFPc7Rro5q7cTTSMtBSt2rWDFHackRaIgPb7KBQImUadx8Zr1KrR5kJqene/8TtOTgG1A1/7tBzihFdApSZL/H0CCsu6Zv+wlVYQSLqOes8KGInMTq0ioYHhSLb3Ig9sF2+X1jxur5U+74P0wmNMCzzZl8gmGkySZFg8k7i+z9UUS2pGJj17ed/6+rGwaAVSpi2kfWluBGuiAhGPL6DlpGRHHk3ufPDPQHmrZS8V0CRUpev3LgEFfQ4/KFEAw2XUe1m/rcCrppFYQbts7y0vMRVore4CJZ3OH4g7C6gcxhqrBa2PkJ7mVmp4PWtt9LOIqa7WUEOqbY0OBCxagZlpwiBBu6ANViJ2jaJ96BRQ5GDrFJZQsdeiPgFlE8sFq2C1gzQGDi8fF+9NpEQtkDU0oXmGKw7DS3gc8DppgD2A+IW+bHoP22HkNfSygLYD8HkFFDGqAgqnejRxEs2ztLWS26rNlcZldq4/ye7Z2rHuleSwgNIUoX4in1VbH1hAaefR0UH6RRcwFR0CKrRLuwBbw2qSOhc4BbS8SqeRVAnFqAx4TwoAk35iZmahMwt67/Seto1MSkKCgFoDzh+I+91EIomT1r1FI7cDtAmsAAAgAElEQVTaOHx4+oki7RbQUlMYtGIisz51+NhxEwkC+kYd1POKGPzAAnpCDm5xVVwpA3N78ypoU0ATIcCVaBegyrQqrnKt5v8ScQLdypIvLbyXJXMtFqsAhrVSbvu005ohoKnDe2ng1SbqJziUaxcYEXgVAQX9xdNDSFgpxLkE1WBdIrCfMAPJWbhBBAszNnzseIzJhCagPAHhxg0FtItEGMTyeQxMPJs92kHPaBLrUEZmsAONr3VGBFTIP2FHIbPg7HowcGp+05CLp2nRhU56pVk+a8KW4h09zh+IOz5ITzoqwXwixxC1o/ul1NPYT4xY3DpMQEX/VOgCmqCpZLA9iYBSRwx4A2/T0zY3G4hJZKfRX7jyqICqAahzU1RVc4+xGAWGgBL54j0hudBNj90kjcNNOsQ/rYC+o9+LtBgLpThQZOAkIrvrIqScoE0BpXNf1F2orLLME9A+SI4zI5EPyzMJKBtCZPnYG3ibXso13G4fm9TSgICitlCngtxrjxHGYhRYAgqm03yQ0LFHzBkRUNDZ1LhsIZxifUoBBb8h2ZRQaTKfSOcwoO6TexFWaX2VszRZ32nuwsboaxMzBZQ5viwJG56Iubd8jKmLRH4WUQSsU19306MxK7TbKdfI2A4BlciJ8ygdy3bTsn4BRVot+0dtQWUj9GQKyljBO6koVHewH4g5lO+n8mtmP78JfxtX+Tm7lANin1i2eouQ3WLKtSREm3zUgVWyhbduWglZ+gpUQFIy+PlUOm2hfBYBvQAMDXAuIOXewDfpa6jEdrvnu7XydkjfVcBE9yVBXHrO4L03kWj6JKEWzEE69gbp5aMxK5zoqB3mYz8QUyh/fQe/S/HrO5+CmgLqHiFSditp2LqLw9qpFDh1iXo1bcwsvQU+YLGB5+iEMu0pBJR2hJYKXfLZphc7lxJ1CiiwumcRazUHJlvWGZzu6n6MCS9fmCm1NjbOx+IoECKh+d2UiacV0J/fwF+1Te/wL4oLjOpkvkXTkd3Wg5iFTDqbLkvvgO2jH4i3Iim60jyHgKKOqAOkU7wG6G3hwpnhywVYa3/XU9WC00BqC8sDN73XM8AiEtosegHqe9IgnmyjCiGgOwSUr2LUwywBxdd8lgVZ4LbFxEwBFSyiIcPj/kluIq1GL9Jd+KPoqRpgCOPZMkgpmBB7trzmptAeL7tmdf2Suwd3zMKGoJNFu38oNiiF3XMF42kFtLmER4z65WT5gFpE6+nHGQKKj2Mj1zmC7WpzBbS+Am7Bh/LhGQR0sXEIvUkBc4waKTSmFU0R0Nw0YBBmo6iw9P1uet41VMx1IesQ0ETGIbNANsoy/GkFNL3Xvz8m3kRCjPR2YEO3YORILf2sZAso0uRUrjZ1jNtGd069iYTfExo+ZBqy2fQcArq+AqWQz5IT6UHMeNbYgWbQcm9G7AVWSUeJgK4fJut3JZ0qoHA4cwEVo+5IiucVUPQYk72CVy6mWwJaX6US8dCGgIJjcwsaiWzZrJVME4tgG1ScBd+Sn00/ApeALrTzbiGg202kbAEuVQRUqkpPwC56M/bYY4EVWVc3wIqeWd9Bj4xY6m0A4v9kAYXzWsHZ/hR4XgFN17/tUH7G3GbsE1Cjy+AkhhTPE1DlbKga1aDvjDecDYB9Ofk+oYAuixjxefR9Aorewf6at156K/bYZcnCGwgoCHyWtJsJ6KL62oOnFlCbpfEYE+wbApeAsmL7JhJfEbWmufcU0DzlRPuWBSQhNeY5BLTqJd2xvh9Er/Yd59UFFMbfSW8LqGSZR0DzgVMEdGvTENDW5HBEQKH5yIcQ0MqiCqh8DkLl+J0WyZnseowpgaQBCxYH/a0EtKonnhehGdDTCmj2AgVfE61p9IaAsjTEmg738vNai96IPTFJtBAqFxRQGEPJKwc9N4IIKKA1x2rnTaQFQbakC08voG/tK6DGXXi5uhVNqC1eAcW/qAaGiGzCIwjowkwuu8C5A9R4AgGtbpEEOFxA9UkUTwE5OcGZi7dynICiIOXXsi+/Dnc9meNuXcPILfkce4wJnQCYJT14WgH9+e3y5FL+K2X2TXg9lEp9Y9EAj3QLqMLeJaCzVjItyClb9y7041z6MQwKaC3IxQfRN/INgY/uxOPvo/cLqJxdkE0gz7smCOjCB6U3YH7vybBTZ9s9eHIBfVul853/xC5mZFg7XkPJDK0sfzSuExjsaxMGg9i8ZVQXvQ2ZHaQe9GE+/ShcXV+MJtZT5+bTdzQumiKa3aQ3Weh7KwBCcd412vWUfLAHuugrCeIap9e6/jjME9BVRc94az1I34lmLtXXdigH2MXmWx08iV5mb2fXLO/HsK/r8yntTvSSMWxnfXXT2yy4wT3nj2HnixFHnL3arHjnoAVa1x+HeQL64+v2BFPjq5yBQCDwSRACGggEAoOYJ6C/vm8C2ljCBwKBwCfBJAE9nU6//+d69+itdRs+EAgEPgcmXXZdH2E6Tz0/HH8VKRAIBD4FJt63+vEVXgkNBAKBz4473PgPBAKBz4EQ0EAgEBhECGggEAgMIgQ0EAgEBhECGggEAoMIAQ0EAoFBhIAGAoHAIEJAA4FAYBAhoIFAIDCIENBAIBAYRAhoIBAIDCIENBAIBAYRAhoIBAKDCAENBAKBQYSABgKBwCBCQAOBQGAQIaCBQCAwiHv8JeVb4L7sr03/qF0fmffZ6fWuPwy35zydlmV1N7/fMpY7Wuwyez59lyWH0jdt0rv+JjiM3pcBGvtN0t7u+huYMC32Q7ZqXX8c7iOg66f83oXlAgdJb4GT+cx9J3pkSbbmLvSKTas5toAeRu8hGaavvuXtAfpTR/6Mw+766oBnEE2n78I1Un2GhoACKKFbfEE9UEDvpd/IkhoHyaA7CCiw59MJ6EJ7fpeAHiRdTfpVQBFuTd8FwcyW0feYjj6SgML4aJ287nhlAQXTGG0s3FpA8bD8hAJKledJBRQ78GACSiOTN/OrI3yvIqCKCqL4wEkWqoPfDZLOgjY6Tt0HKhgaAfnzfQV0gYYsR6yhezCdfr1gQk4T/fT3F1Bq/gGGjGcej01VTpL1/ewH4k4CKiUSPuHUpOV17iKgruFzHH01IxEtz/9vQi+bhPAJBTSP3E8joL513Fx6G9wknuMts19MQMl+pI0oaVGlGtAGSWdBE74JyHx6zFcmD+tuMUi3EVAwDj+ZgJIe3sK74JV8N8lpcRy9G0bXswQ+4JbScOYJMyMw1mm6D5IcgftcA5WyCISwlssC2u7wuRJCJeKWAloYQQrxuwG3F9Aaic8moLSbdQGVUsEnoIdJ6ICAzrRol4ASM5C+AyNDQLVLoPkdB0sRUHS3SSBR2fstpgrRXvvMfZojEb+5ct1FQPMrjc3zC2jCqsIjz+u0SdAS/hEEFE/67i+gLJzFMGz4ywuoch0Tng/JtWNQhwqomMQHrKGJSDQOmUeP/aTTIBirQ+gddjF7nlxAq2hKd4CL+CyK8jivgR6loF4BrYNGGY7T6fWD4KjSRjsf+Z0kR+FxBBSf1eWY0cshWW+PFNCuLpxOL69jGhbdVkCJNZ9CQMl1JBpqlHTe2T9pwWNLPzoEdCu4u4CSsNSQ18lUPmE1xp83v95Op9Pf/uGr28JDCagMdL8ioTjTmJZPswWUikTLxwMEtNgix+gYetGiTT1kQ55+CS9opn1afxIBlVxK6SEEdH0V4p0r4KAPC+jPb7//8/K6Pib6R8MXH+4qoGjk60mKQkfzOx+aUMWZCqYNHMvHNr2vITDR1owRJuBHCqjSTQCfT0D1E0Y5oE1yQofdW0C5JfcSUPUySaoWNvK9TbJiFdC3VTrfT3823XHgnjeRUIDQYhArJOhoKaJFi8AhDy+g7qbAiuZBBBTaLpnz5AIqXJXQkes7SJCAHqWfAwIqX8qdTt8poCS/F6wJewR0VdEz3rb3fbjnY0wLDowyjc/5JoeVZ+X14xMIaH1VSBVuh0FHCCjgkiyAeEYBBXHEnja8ZUuJh32MqdVrdxDQSo3ePOhj33DVzh9fv6xb71Mug95DQJX5unEVVNMNrfxgAdU6sM2SC+x1kzOJVGsOENAea55GQGvsUCSlAEshF/vgaQX0YHpW0M4jOfQJ36p3sW/4NAJKBY+cgITY8rOVXmG5hYDaCdegr8drArrVMg3QbZkvoB4j2qF5MAFVjG96V5wkB9j0jy6gU8xqZV7l8JmDQw7D3sW+4Sqgv75vAvq8S/iUL2kOBjEvrYSw5s1pEqIb0/DRKEBGi5yZ2jIBmdNDP4CObhLM2U3fhR4BHZjsMwEl01e3gs3y1/ZRpafuzLHLM3NYeuKuXs3qYt9wvf/++3+ud4/e5tyGv5eAwqhoK3Stk4XUh20tewUUdpJmkK2gLQFNWYLBRbSaFiRLmP+SOR30A5D7wWvObvouOASU9q930kmdrGW19/wKNtdt6mOTvlhR/Uu77yW1H0NNOem7zl0p0TVoF3vB+gjTeer5cX2dgDsK6DiE8xHZ3CMhbitMH/WCnESLfHOM3W7sN2W2gHoj0orMgwhorzv2KR6d4PoU7JbeqwJaXujFiKPovWctxdY6+/CzI/z4Cq+E7sVD3EQyouUsmiug8uNSnLQcsJAObQgoakO80pm8sz7xbPz4Avrja/3d2/o43sdJzGq5cptEK/F44PW0CujWEw8roNZFUN8KeRc9bLorxPQ4w75X+UHlVuep+1GumrHeISH1EkGLqhzA+tQroGn8bCwY4qMfwF57OP09BRQGHptde2K4Q/qmgE1nujEkoGR1vOMx1Q7v+0J8bQRtCwF8TQHVIqmMW9/EdFhCOuhy9+UppIcFP4KgP/naBb+TagE0px2UboMY/XUZxaAKaM/lKpeAuj3p3D8koGbMOjE2A0UOsSVyh317HwIwDCT3BnAIG+wH4g4C2l4c8xWt+NHCoID6Giem5kMdLPj6BVnNK863TXA7qRXYLTpMaFlE6Z9EQO1zu1Q6eBHSiloX5ihYvamUZKk6lr5pXCp3EhbXsDsQdxPQxtp4T4AvBw8L6Mi17Xxom8USUGtnm97lpC6g6yufS6f+rvA8R8Q08f2yPL8KaPmq8he58o+vv/2VLvdTz29vpz8v63v0PMrUGSgL9dI6w41IiBT1QUwVUGjZjQU05Rd+yatcZGPS/lICaofPqtE+GAaVspsO5yHSYBCpBgRUcsh5Awsd4XZSKaiXmJgnqXfG5nqOiAno2/Wi1b95BPRcofwkxNvp36/XR+HEdepd+FSHcvKdXgckJFul2d2DaQJaTOqyb/4MFPRAOc1XAcWXG1zPgVY86zeRPGnYeMq5qaG9AuohFc0sqlNnceY67pSP67661jKk7WSfgFYHu84nQwL6cb079HZyCeh5GPx5PuKS/m/5mT5wb+mIx5jAXKh19JCEgE7YiVkKlqN0dwHF9qScpXW0AsuaM9C3TyGg4tV05z5vuDsEVOwoL0+dgmJVbObR2MUCy5RskOik6n2qtuMhg9p1mroe6RPQksb1F8Z+fdcEFFU+C+bv/+fbVTPf1kHwDh+KtuhBpEaim8OjNWNfPLIJaspu22MYvYlkeZ7N2kU/xo7iAzYGBRRm1SQ8poCWE74n2VmdZPQ2izE6CM9Cm+TweCyjRh4haWJXeVSnbDuwFbsEtARjK+kxZFBAr9cz05bebQG9TiS+rB+udX9+A5MJg77LDbwNokurkveRa6B4plep+jFTQPMIzHbtoochGgBNcbh87xDQy1VzhxsduMsSHgaGvM+CW0KogIEtp4CCKUMz2U5laEri1BEEcf6TiffcRKrGbSU9MEn0JXwWQNdNpOuObfm1DYdf31cBbtGLAuiMbz6wefjQTaT6uuxb0E+fgaLroTvoB9lrSEqk1gZRSYu9ovwa6CzcW0B3xlUt8UoIn2x0sCeaVz4Bxctj2BpYRY+Z01hEg0uwJApCc/3kcoilEnpjvU9Az2v9PBXtE1DdW9l7Z2WE/Qq2Gam5YcLserczSfq8m74TWuy3FsvnapnnLvykH6Kvjk1tzcVoRgd1mmMKqBS452BgwT6wYN2OQ63Bd8H5rXxhs6FyXL8JwJCGgEpGEzuGqbUQSyX7ZqDv+S/ajAio06PNL+ZmZzCg83uC6sUBM9A6PnbRp5Es44fARum+l3mMSQ7NTuAGOwSU90+9uNJmpa2hd8F5UqFS1vY8/im2rO++byQjuzXfPCGYIKCNa6BYQM/V/+c6Z93q5hlsi7779CTmRvMgzXn9gL6WLHgeoPNPRMFVnXLcMP0GLzkzFV0pBm052A/EPQRUjiHpLSWKIJhKWbLvhTYEFBjT6Osk6WRWHesmEjpwQeMSNKLFwLi3Vg/S6UvjwIAaNSYYZgSUMAw8xgTvwq/KuX4WK19rr7XWR0LxvVWPgJLLvR4vF9RResURAWWvNMJ+uATUOcjqTuz4IH1GI4KEv/6rE5tu9gPxOALadeVPF9ALhdHL4l14WaGbBgiLm1zcngLWA9B7UqS7Y9Zg6zcJkMzQ0xMzBPTH1/Wx+IsQXp/qPOunKqDXR0CvD4PCIzz0yGbvhHIp2VYPUI4zR7hzDS2KG2S2YSpYacHJiy0ob6P0BV3OAxuM8F5rvIqANidQemjbXZ/sE5X6GJNJKxaAg0lzvitRuT56z+bvgHkFgQvovgugibN1PsZ0nUS+128iXbTzdPrtf1w+r1/bxJXP5Re5vMro2/mQ0wl/l9PzGBNQA90zHFAQMS1m696uL6FZtCS+YI+BpoI1/RadqkfaCtqgr+EcSDprYPuCcwQe4S48WR2QXdaiNT9LSfujQ0DFNRM1i5ubQG5zssY8AB60oAnRVmLQ2wKbk9OIfQlxsUL11qvlTucNAb3MIrfvwl8V9G//+NAEdHtq/lzrj8tNpA/6G3fNB+mzt7UXVKfauzgGBbQsZ8gmNtKe/1neD34NCx+Rqjkj9ELzdjjQMdbK0jE5Pgh3FVA+rbxUoBE2+jxlcU1sr8Z+KgTrDr1xE1m1tzYEFo2emIhcL3s0txP4Z9umxj7BM/mg95jO6/z8a1TSY9HuB+kTOouV0Qrnm/1TJccamh0CXqXg0mIzIu01tEzPP8t70j4BlQwwIJkrYdt9eikBrdmJruwntUOlK4MpSZtpcB5gXXuUerKOP86i0YP28sE0LzJbonzsdGx4YsZ+weR2U2SjRkQPcXfJIHYJ6MI6UA83uOierKhNf5CHnGGtuNve44JuO5BBY/TECdawNsbYLo4XE9BkLMoTHa/SBl7fiAc3OtKTQsncrBZ0C2hCV3NwU2iPRNQyOtneE+MdkZDPaFYHP7CAsnRZS9oCil3WY+W6CuhHInJTFj2qj24BHbDGvkvWoK8udbsPt8TWi4C+xi/SJ36dUwmtFmzUQpWBWr3RkSnRAxiDrphkM6FuXfc2vhJc2MsRy6KNT1QOB7qVhz3LyKYqC3ztDu4sGcSeGSg+ieU35OFCXIa+a7FqCig/uLkmSlRHJKxlLQGtrVY78FvbMi2+qSmg/YpNHZfZX1RAkxAeKX68gNZNJfnTtrFXQAE3mC/T1lin5oOt50CzQ/gIoqD46gZLH91sm94xC1IHjWipStJXMohOAdXW8LSbl7pDCkBChfX8khwCKiloU1YSHAdK87mur+vTsuDk90sbZvQGv/1FUhqVbScsSmisYe+TXngo7iSgiUds2yvOQ9HgXXAOlqYOEFCS7qw1VpDre/KoNlGPZO1Sg0gNqabpPYw9UoxFaEkoc2TpDQW0l1519VpeA7odACslOkqFRnwCSnpOCzUKevvs1cw8NAGGrWfxFzpbNAwGh9pjCqjqcrasFZekZl8jOAfijgIKI1OiQ/st4T2J9wM9qa+ffQJqPudJqaTmSEEdXBp9bbSanFuS2l1oQEB92fDmKMIBoG2JLZMZk43HFVAxVtUh5qEYF6ygCfaiR0DpYWo/llqybQTtzDuhWrA1zQJplEIBFfh6BBRbwffzeXrC/YX9X17nQfrLqxijGqXynrdqYKVzeG3RJ6DmNIv3q9s3RxqDvIMWJ5kGO+cwenW+405w5q7bcqvFimYQnkZAabnsr3AypQdAMXHexfEkYK4m2gZbSa7MQ7VI9xc3sAGGZTKhR0Al15mAJhBVoZYvxLfAHR9juoLEUxZQ1p2gDpqslU/2XZx2huidZMIloCQHq/Fig6jYnDFUDDxKw/YiRe0KwrMKKC+oHbWl6bYTV09oXPcIaGK6we1jvcIsg/vdArq9glkumuNpJjFD3AJaLl4xn2CThBX4CneFgNJzPOiUrKhrKagknTdJE3XDczG7JUQDvnnSmKaByclyvDSPj8JbbgGF2QlLWJ2eIDy8gJYEwBB6gYQh74RFoKJNTwpqFggxpy2D2QKyiyhhsjMPHs68y41QK4hNDULXY0xEElGAYSxgqGhQPCG+Ce51DXQD7x7cpaVaFdYFJhFL++2TIaClxeZUbsC5nF+eUYQHn0wqBoT4zQ32z0ALjRaPWujG4wroiboGAToB7qu1lyI761t9ddEzAUU5qE01cZYsJQPyLtxYM/Ow1VipiKZJ6YCswfa1vdc9rbGQzmLg9BQCmpiAwvmgchJOLOZkF4+oT0AbEjrgXD60W0BJhsBK0OV8gKmf3q8TojNUHcyKjrrxxAIK3/MGyDFwpDqUuwRUDXhpmczDMCnc4cs87Lu8JVgjuS0m7OjXCIQJjdRKCGgSBRS+LzWUqB4LLci81NGRLQGFNgx4tx7sGkUkcfFO1N5SrM375DEnsTB6dM5iNMJMtDcSDyyg8gRnxQKii/aCBIUhyuVeei6goHGhL1VDZQF1Zh5JNkTAc4p5KSh2l/cgpSpFTUU5nSXHLZKb4s4CmmpOakGD9baP22vuiLpTIYEFOPfw2HCtEzzwjSJIp5KibIJGl4HdSb/A9RKlocbI02IbjyygIN8o5EzCElX37BZQ2hqcQlSDWjrCrOjPPNEoOKnB0+D6Ltnn9h4OOTD6W2PPTsiXFVBdCiTAMxdTPZEEFtBTHT/t3VBAe1UbnbX1U3VLQNGpxzTGmg5oeHwBlT0SvWWK0eqv7seYELUv3LB/iBH9mSe0zLOMVfCwtAqAw9R3XUCtCL2igDZn7Qw07/JeiwQUsD5jvXIzAZWm1Y0w0HSTa7duIol5iIIBdnWH4aEF1JzXCe6i/uFZAmuvpZ1zMPxZMk7et70ym/szT2gYrEdoRTXter2HjcGkRnYohyhlrymgrbMKBa0tnxJbj1PAlgQpkZrsQV8eFVJ3JHYKqHEoLBuMwGMLqAExKFooWBDzjv6uN4nEzqo7adlA5olWqCli7e71XsjigzIP4+10+cnuIQrOOaeZHkZG2SGfPMJyV3vySJ309Sl6g8VZ0H8twzDRcy9UbRUbM4CnFVARaijo3hy5cQEViWRFGTx3trFAuI7Ix62vffQrC5vGz8+8FT+/Xf6Ywc9vJ/Z3YMbxCALaAz7HF+PtyCNjtbBTPsfSuJLu4x6kz0ZQYyayP6WAekPRXHw6Yi8Q9V5P2iuggz0/5r101DGZt2IV0PJ3s/kveY1wzmikj3GygPaRuAR0N8bSeJpFMwT0APbnFFAn9gvoWLNelmNjP09A98AloKuKnvGG/1j2KOeENjoZQ0AVhIDOQAjoRHovHkVA7R9Uvmrnj6/b38t+n3IZ9B4CugfLgt9VNNndLQ1hxPmJFo3Gfo4Jx3T9Y9PXyE1l7++Qu8R+zPtjh2AIqIg12O2Qt9m9LQ1hyPl5Fg3HfooJB3X9Y9OXyM1l7+6Q+8R+zPvpQ1Dr+hVXAf31fRPQZ13CBwKBwB1wvf/++3+ud4/e5tyGDwENBAIvgvURpvPU8+P6OgEhoIFA4IXw4yu8EroXIaCBQCAwiBDQQCAQGEQIaCAQCAwiBDQQCAQGEQIaCAQCgwgBDQQCgUGEgAYCgcAgQkADgUBgENME9H37Nuqc5/sDgUDg8TFHQH99B1/oDwkNBAKvgTkC+n767a/t489vk34rPxAIBB4cUwT013fw03q/vscUNBAIvASmCOjPb/Cb+XN+qDQQCAQeHSGggUAgMIhYwgcCgcAgZt1EKgoaN5ECgcCr4IDHmGIFHwgEXgPTHqR/2+Rz0g89BwKBwMMjvsoZCAQCgwgBDQQCgUFMFdA31xXQaX8E2sJ92V+b/lG7PjLvs9PrXX8YJj0Henlyaf2ToafWTfjTslxqXV6XDVIsci1Up27kg2pjW2kjlpSAHIVJausLMWS0K81jcuvASUwLo0BDs5++UiOXT7gvYISyIU72c9dnFoUZ2LBZQMhc4VfpbwOVfWE4ybEAqB2xmz43iCKJO1o0wMNdB5NBD9MF+QWNEMncna91/XGYKKDbX6p/X/9uvc54jvEajrTkj7xW3geybdtKKf8HB5eWtm0jj/7/9r5Ey3Ecy07VnnLmuF3R3irPsZsxnomx3ZGR+P/vc0gkgLfjAQS1hN49VSGJIHHfhkuApJSEAR4FKAEJMkI01mDxNmw0jG41VDMEm9TjPSVm1AkGFrXBnXiYLB9PZUfZhOpUKZG0meKPvyWgjUNnwCmg2U0xGAAoIY7iM1O/UKSaQqVrZ9AXPbOFXihW4hxKPDbB7Bz6eG3ME9BVRT/xaj9If1roaJESBDJSwlukRIp61dQLSY+AZpoFdp7LSyq7JnYLaOEF3kJTUqpmU4FbeumBX5AmN6bCiMMDIoe6GRRQHmeSXWcC7lZAuWMg5BQw+eWzo/qs1ANeHmGlbyRdOr9PQPGeUqoXJA5oR6v3lvMHYp6Aln+qXvgqJ56PIxUkpz8UK5pfIqClkczSUoeAsgKF27liuIp40gxUrnMq8OjUkVt6BTT/XUhmqPvCZBwK6Pp3REAlmeRRd03DHkdASwA5gMs1DUnb20V/IicpTcOIHeBV3oXvJ9Pj2YEloLQAwcRp0PkDcQsBFSSLygUaTUA44IJjAXEdENBSFNsHNOtDvZHSqXwAACAASURBVLfrzGBxNlSLdBFJyyKVfZ2NluB00YPAlcDikasrGzrJ5W4MAdVEwA42ikAr/F9EQPNffJ5vioh5BQGdgY2cUjtAhekz5vWvTZ/wOZpPEXiW4SQBUQt18NgC+uvHJqDNJTwfKoIq4P+qRqLSq5tIrn0CiunKxvxGW1gWcdF9HBVQXDoG0L7ICeCMj16cEoApj764JqMwd2cJKNwT2wCdaHptBPHBBNTQT6H+JgiokDqaZMmQ2qBYvKIpoFp+6+wADwNNQKVKeGAB/ZxY/v7v692j18Zt+JMWODJGyOeEdz33BPcmKuJSMEJUt61v2B5kd5Y/mcXXwCxqTMaUkKVhAZX6T6yiNWNAMCwBPWkxI/21CAll28dGy0T0CagajvIK0qHv76E/tWuqMtQYZ0Ng3KX+19aGfqOuTDNKGdeaxr6DUdp2/kBMolwfYfqcer43/0mPPIpQCRnBLNN6OmsFenrpGOS4Q8GqFqNOSrGYaaZZVVmsBtiHzkdCxfaENT8qoHB6IE1xNZPIumBEwSQehZfs6ye5UwGFPhS/80dSoJLDTnqLH4WWZKBYhSStnx6fqBsjC61JhGUOilCb/UBMpPz5HV4J1RlPJSvGAJFCh9+joqIjyq1gNDO8gPQ0DwxioYH1oVKyKAitbKkj0FOTsycmt9IkzF+dCuZw2jJHnIIoIW62TETnEr76cwb0b/3Mr+vUHfvoT3oG1YALc5Y9AopSJ2e1qjXaWl9TjQx8tdkPxPUp1ecpEvtw3p0GeGuzdCQNCWiuT5RnjaHmU5zwuR4CqJQJFoLhl+Uy2s2kh/4ixvo+lek9bJasEGzyKRixQnfN8BkHrhX7exTQBWcfFCH8KOyPgueiV/ntGOd9Un0d8v5ES14LhvYZRgiFxsF+IG4ioO35Bo62Gl98MIh1h4Am3Kl0UUDmS+h/k4U3EKepv/L5WTOEBaYxiqrjwBhsV/GRmYrZdwgoskLuyiZLqIdm7O9UQMEMS5uIJrKiVWffe5fw2YwS7kyDgj/kPT13qgOZTj6h30RAqUHPI6AXsKzhWZSU03oitDLfIaBLGYZylizsFNDtr9SpQqepTK6mUmrtQZyo0dDlRPptxKAYlZcHHgWTBoQdbnF68kUEFLtUUgmOJsKBN3bQqwUkbErLUquOCFm39/LTL02oLmeLYBSeTECNSOIzrjBLLNKnHN8hoMIpnRYy778aNiagSK/qK/GcFtKiGrTUrkz6Bc5YSSSKx8B5KwhqaEYEtI8mwRedxN0yESM3kYpS6cKIKnSHgGoWsNk9FtAECmfMe7T2MXIqGQbyzMyFYXgiATWzSdIIBDSBBhRRdESngJZElFS0BLRaI2rRuICS8yqidMWrRa+rPg55dj5PKiVNl6MzLqC74Ij9fQoonNjZAurar4OenZ/hSiLnPLPwOA96Twt7YQ0JtpMP9C0Ow8MKaP4dpg32L9rha6DmyIHTdzSOQTJZlC87+QU04c4SeFVNTNSDBgtvgAIKJx+cDWxOarDIVGxEQGsX4C/omdOpn4YE1KGg9k7Zg4cSUCxMKAEUIMVzBBQFFneKm2rkW87ba58ElzVWCukQEHYTw/CwAlr+PQ+ngKrhSWSggkjpeWcZX/wCmkDWEtE1HYlOTmF/izWIsYBK3nD2VOvONE13sjZ4VmM4kvCtPHOgWztuIjHvee94F4Ud5eORBFTxv0WiC+3AXXjUp1yUPqtMetQ746GkwkbyAVncYj8Qkyjf/P8WEngOlMwq13YyJFPSY03aUv07+BhTScW2QSeGtSV057qJxJ0hM1NYLy0BtZysDa7VGI9tAicqJGmSJX2PMSEHRL+IEeQYuNfaxSMK6LpLKzEFi7pnPz3oE3YNW51W2fTUcjnJUmP5U1KOziDVtAcW0M85qP0roIDxxCO2VIXgEUQb9ZkQgv9JdpAjfko3GOTuW4NYfIwp4erF9InY5jGnsZAy7Kfe0Ew0A2/FXn6QPv8lDaKTgtcsBrpr9ySgePatzygVqCkcegwV9Jm35Hi7LWrSZxKwArLrCE2v4EwLnCyxD48soOXXQNuMJzoU1u3GHCQpLXrk/QKa0DDkjQYJR3MQ8wfpjZ7Redfan1a66zGmNhYSGs+Za3ELaIl8eYWR8QIHKaWHEVDxw9XoAXcB3NIOZjd95vDnF1ecenHBwX4gplG2foi+MmYBLZPJdXsVUGMdIeUffChvegVUPaVbuZX2xq8mveQXOlg+SeuBMJwsDZqfEhYSGoXYtsWwq1NA2xMWGNY2/THwKZi4gr0evZwpIYgTBbTWtie9fCdBP93sB+IWjzHViOCclbISL3YJIRW3Xhq6BVSrFTnZmoIOCmjKYgk5tVW7oqm2k60GEQuyEBuSMycapHXYK6BlLy0LEu9DCGi114rXVHrt90gJcnbzp1n0mHERsqoqqDhF6mI/ENehJP/yE4qHvnaXhoZUf2jL+josoKw3wzDe+4CAYkcStiGBz3nzvhmo0lBMIhx5q7RHUiOkdc9uIiVBQCFD/djW0LL/49xEOm+u7xvB20tPf0YSSjfKNTQDDKlJ9LVfFIelMkmZlSLXwX4gbiugKDxgUiNFTE4+2gY+uyRkoUcrJ0VlPSF03xrEhJ4zVi2BEgK1ypgUiywqvWS91CnqumzJjIMCCgOPDyOfhXQg0/iJ5REENCkXq8zwzaNfUBplpEQqdB99GfUpsQlosqIhWtnJfiBusYQX1oLymcmMIZm/JTyWPRIidEiSqWZUOyv30Atqnf0XzSv2NOegpoBKBxSDlCk3NDjhITUsoLKHrBu4Y6KtIC5lor7rQfpfPy6n+O0nwT9eyo+Df7ycn27++d1+xtkicf0eJxQScrwZ2UF6kkk5B0a5d9A3HuS3w8KKrJP9QNxGQKXFYv1rahcO4lKG2UL6NNnTdlDiKsZlQs6oksh1q3MKiEmrgOFWhx3wMMaC6VkIUTxgAOhe4HPdTvZUosLs0s8RgpNQ87HtdC/T+fb42uTzjMsd0U8B/e3va9ORAkoLgQYehWoqfV1QJHFCum7umISaAlrdEOYOcmDKPAbUnG7Hkwoo/OhCorM0MpKcMa6zVjjndAloYW2ztBpwnVQX8EhyGOIW0ELaEFByHiLxN88vTe/BSQKNXJwEoWedMROPC+hZPy8zzvNXk//cXrcviEwXUFhzUB9qBKmA8m076GGqsCU0i7W+dk6AoR/eUycIkLl2arAfiBsJKKiidSsNnRxOtkUOeq+A4lOxQibb02RpNUjuAB8ULwVjfAIKzhrMfFNAK9OylLDpkWl4DwV0WRYuoM5TKpofLbbzzfH1Wr+E/Hb5h2k+Xn775+3pvANmoLXmmIDiIMH3LREb+SYSIK7GQEZUNMP00AEhFkaSyUH97AfiZgK6fgDF0lSKvJvdjLuV2TNlaguorOSVr8nSamAeJGgLXkFJtqAj2/S7BBTLKHuX4VCwpoCCTyoPcL2+HxfQn9/zev0inX+/qOb/3iRzsoDCtN1OQOHcE83vslEb4/ECagIfNcJ+IO5IQFMrrnUHY+a5RdqhYKKA1hdQTJo1kwQUBQBEoZhgn5+5KYMCum0H3tUdPJZs9rgUDDAAVxXJTFuLzJ7wyBoWUP57DmfV3LYecg00hwCU2wJcOVhAUymEbAAR0UKdP84U0A4NTY7Jp81+IG4ioDUWoFiaC8OlngNBqeHQlj19d+FBV+hoXEhKUpNeUT3PEeEKgYPKZ4pQXOMCKruZ6DgXd8yvTgEF1sMkqARqLNohbrac8esH+y7dWTW3zUcs4S/QopmuI6AosrqAkk0D9PCrSK4ZKBiV9fQ6yH4gbiGgMEYJjj2UTEu5yOwE1twKl4LRfikpJkIN9gS0V0CJd9VF2Ex3JYHy0pezhmS+HG2NGe1Y9/cpmOhTohMh2r8cjFaImy1nrKt2sulTL1fRPGIGWsLAXUuJpqdRcQP01nQFMWGzBumFryKp7NW4Qs/z3MN+IG4joOJJTygjcXsq6gJDnBvW9z4Fk1kXWjtWlh0srQalp4XKhN+MnseY2PFCtz4j8iGdCqb2pLynhlP3xwV0E8e3U34WdN30el7EH/cYE5sz0Gs4OEyz6fUgV1ovuaPy8mcjt9SG+jrMfiBuIKCoRPgAgic8OaJ49pKABJUYDygY5bHyunDdabJsDfaBglVe+fLR0xM6O1roz2lAPqpfwfx+CtpCfN8/A6UCemk49jlQGAfgHNoB7zqRnkUTGCbbOUJfH15ErtrIu+bwjLIfiNsIaBXIeo2aJZNnmIwyeXW9kvQJKF0gopOunlrdx2YZOwIFjHEWXJteuIdV/+YNLi7dhg4FK1Yb/Rmfpgoovgb6VgU0vZ9+/8ex30RSJnremddeehrT+hZMi3fSg4cXy1RntjFPKaDKgK0juWcuVkk6poBsXgNMUPPc8LFxM9IpoCVI7llg0/vS91LrGBqECrUbqUdA0WH4DddJ1d0cIIXE13IBugsPBfRzEf/HgQKqrbN4cgSA3Rv04o+JlEzrEcY2jS+9iiM9AqqFqpP9QNyrgNZwkZGm6xl83zMFBEYkkKXSMldACycF7xaSaTEqIYJTsaaAongie5Bg43CY9KA/p4LBY1ApgJJoDW/sRMP5nudAsYB+LuL/5zECWjKXI7K+5gjhVwG1nyb9SRxqxgILG1hsIYRe70/En/Z8COS+RMeefzyJgJ5g4qhIXXahowNnVmilB3VNAbU6aiTZ9lGlz5y0Rei2aQmasIG5mENAt7+2gKK4JMxJI7WUiUWHgAL9QN445iapkJJYDgso/CbS53oeCOjnIv4/fN8toPJXkZaahYW9JvQqgFWz+/4hTzAOboKSBW00LeoRUDO5KEp6uTrZD8RNH2OS4rbtVSqslXEsoDnKPQrGewVDUzRzyTnVfXTT576EyhRIlbhB1036E2KvbjgE1OJGUwPvY0xwJmIJqCzZMEAqiU4v4fxd+G/5zfmCaBHQ8z87e8wSfp+A8j2c9w/1dFZ6SUBbJrUEFLFYVojpDwG9MMqnwhw3pE7mPjjhKNh9U8CcMaoahowDGzF66Wl3RNiFc7EavBEB5bpNSTmj3bhDQGv2NR9JsMQz2biAwn+e+/IvfFUB/fn9IAFF/tSZAP6sknUKqON0WEo/oW3UlkEBpTSKEUAF0PB7XgElP6isxU858eBPqb6UFSDbvVdAWR9FVa1Ec+Qm+woCOFoeM7JVrfIvR3cJKPFF6LZBC3ax2U0B1U5Tgpd1jtQi8bZUrBKKfoLpgrdjBbRMPVE68CcBAwJqx1lrmiKgRJPbRiRSjiGgWUAXfnemiuH5ACWLcJ6YI8qCn3oFVBKNpnYuROpgt6aAEn+gBcgu23PRqHxwh4DySRwNghkKNIHEJDo94AbrxIZzxCyNYq+A7sYOAaVplGfYEH0CWntvBBhFeoF1OUlAHQnOtOAEy2TczX4gbrKE5wKqnnxRPuU044PXj53PEQk5BOWmCiw+OLXrC1wATuQAuJWZxG1M5BXs2HMTSQZ3l0eANTASnT7bIHUvXLqQSDWKRxRQ7qubjSWy4x6WGd9sBrWpUTkeAW1l1mlZD/uBuOE1UCWg6144app84DSnOiXtfZKdm1BPuUY+U93TK6B0ilf5JVEGPIoJ3J6ex5hUoBOUPKLEYFjs8mNM7OyQkpBxlc0mcbZMxMBzoKlONRu+MfiDj79BbUYW9pkPUgm93p9gn5e3MrtpVyNAzyKgrH7o50TW8kkPujJF7HmQvoCM5YQ+yTlNUAPHBZT3KfGIJiz1OQ/EotLXzpSdmFdoGCmB6BdQZgM5EbUj7yHxtUzEqIAO0tFomEsvM6SkqrRKtsPvmbj4rSjrdjzS+tkPxG0EVFizLShWIGiOoON54nnvtoRw4NkfeKsmlxzmE9Cl6nSCqgFo6by3YctC6fq9Z51UK7ORzeg3SewCR7FrjXajn0cT0EvjsIDuppctWpqV3E+/1bzM2N7gOOs/iYC2BPG8E4oZbFuMq+B11A9ICJ90mYAmgsPyJvtSPlgkQaexJkOvFGdxzBxOag1CNzgb7YDMFlAPUyfJ/QroNP2cIaAJLOJ7DbNv3rpN4DsnsUi97AfiRgK6nU1QhMwgIkFJ4I04WdkvoO48y4e17oXCw0FVSAJKKRUzXE7qAgo9ScAuejLR5BwcPENAVe/3TEPuU0DlFB5E36FhQ4Y1nn5pVBFoTknYbe1igP1A3E5AyUwSjxnUwptBi7A9jSxiuwWUrOHhQrv9MIngJbVAXusIGzqcVBrE9Vqxqj0fPEBAbVqjmwcT0PYJYRZ9xxoePco+iR4NqtYFKTRhQhNi06inEVBQOtIHKEVMWfPO5DoZmeC3vxEBtmFi/3oVGop7dAqo3C3ruGlKD30NLQwACgQ/zo5JPhu22JUWGtRqQyNMPSR2y0T0CCiMms85A+uxcwR02BhTQEGffTbkWLWMei4B5TFaY7MsWDOTEG5+l4F88ihY3mTmTW0EUyWeVFcZg5k17YNOQY0rQnhrkx72C+is3pzl3maXW4z+2lxekkbLRAwKaJeLEvJxfgF1rahr3y4rGg8BpCafbkgOl2HK0wkoHMslX1oC8VbQLsbbFNDa5/qOyXEjk8g4hUVrwB3V5a+pWMlXeQ76zeGECBvdlVmhYYDHed7ScEbe3hjLX0RAeVxt5KT6BLQs5LhFegIYI982dgUYKnmrJpIRlScRUGMVi8WpRIolNYlnz7qUtOsI9SkYk7QGnk3dR6UBnisWVUBrcRpmEpPBKaH1fZDMgemwb9DFPOFWzPA6z1pEzsqVxGY78g8loNYE1OdsgZBUapfEr7LyiNOeRfuaMwfnpX28Y8p/UikN7v9iPLx4IKZRvsGfsTEZwXU46wZRKgrKA1w7EBKxHaKx85GqwNIsn49CA9EiTUALmpZUT+qHDgHVYogcVUVNjESPgOKLNbXPhrMW7lZAxX8Xc4Xu6HUFlPDXXGQbGaNfQMHYZEluTYbZPIm7X0N2XcypqcsPKJ58EloFNNXziRA9vJXsIxwC2xoCqvfSzqQrUU0Brf3YAiqxA+FJ5HWDX0DVGJb/0K5C2Ducpy2qAZaAan330x+DHgEtbSDstNkpCi4BRVyEL7EtNRewDG1Cv4AmLff5LxnvgF8U0I5YTcWcmno7lX8N4ePl/FveFqMsoIlORuoGdbJEVpY1NU0BRbpjlRF4B9820BBQwJ6FSZ2Agrk62Ao9XVB0zm96BLT2QUMLzELxpllyO+8U0JyeJLVqXQ/QHwP/Axi1SQhC2WGegMJkw2qBqeX6ytdLFmHr6ZeUzOwCaxZwnTbzUBuo9ydfrKZiSk39+gF+JvHXD3sKmh+phdMaVUC3Y0StAEHFIphadbQeVgcwEAheV7CWYWWbPrYuwUqzAQlYG8Fm4Cm0e3v13kSCZrDww2KlxW1ZvX8Gmq93Cc1a1wP0x6B18pI8YWcvlF8fb967Q7+pMSQBYBSiD5CvV0Br5wmVXe6rtMCYbE3SQMDGPKyAfryAf88wvfEfnUU/B4pyhMoEZZaf7tDOKKA0uq46EgZwlSaau2qeJ0mOdRzqUu0UnzlwiwCvgNa95c7y+Q0Pj2qGafUEARUC5A39fQuoHLk5AtpOPYprgsFNSa0oOrIS6IDZ5zh9yKuO0hedSiFerQieUEDPW1la4KwSxyqHFX5INaA8LY4zoVC3WikDI1xoruO8HSVStqhFsrPtfQJ1qAlo8brDUkriaNGEYyjm/fSHoPdbYGdoZ5LU4/96hJde0KlaFPUj2q0cV3ug9nlPH7Ba4QxFUEpPPTy6gPYt4aXp6JI/wSvt2m7rC/u77pB3M9jr3tsRJ/EWZekSUTnhct4BIRakBZu8OeSkr3EX3e9zucKXeomWhHzMAi/9QRhg10pQzvwUeljf4HX9UPZgdlR7FPtselBZgpPVBph3hZ97cxo53e/FrJtIRUEdN5GI6wtPCo8SH9VoVz7eLXYsju2CHahln/MO6MTYYuyCl77EjUZgdPhe4Ew9HZ/EgPr3KPpjMMDOi3A8/k56kUBKgJoP2b6u1EszFMVzux7yQVrqj8MBjzE1/92tQCAQ+BKYdlko/4uw39q7BgKBwJfADb78FAgEAl8DIaCBQCAwiBDQQCAQGEQIaCAQCAwiBDQQCAQGEQIaCAQCgwgBDQQCgUGEgAYCgaeB+4ffnQgBDQQCz4GeH353IgQ0EAg8B3p++N2JENBAIPAU6PrVOCdCQAOBwFOg+bvFAwgBDQQCT4EQ0EAgEBhELOEDgUBgFD0//O5ECGggEHgOHPDD7yGggUDgaTD7h99DQAOBQGAQIaCBQCAwiBDQQCDwNIjvwgcCgcAIvsZ34eV/2Xkybsv+3PT3mvqovK9Or6d+xZf4LvzEeC1L/euMZX9HYzje+QrBepN+vrcEXam/Wuwz/dHuXzP1h9EPB+k+U7/iazxI3z5PeLEs+NVDIjYYHY2hj34nuPU2/XRvJRJ3y/Viv7Uc7P5VU38Y/WiQuuivmPoVX+OrnCGgkxEC2kUfAupACKibc0IfnYwhoHMRAtpFHwLqwNcU0C+7hF/O6O9pTEAFsocTUOTDiIAugyH3wCugqwl3JKBTYvLVBdQO0oCATqzEpo9f4rvw3MtlGRzPOQMektwgkukdjeHgUUR8YNY36JdlOOIeOAUUW3GF2OcWjXBOUL6GgI4GqX/lN7MUmz5+ie/CSwJa/3ZBD74loALZbEE5XEDr3yRY/yACeowtDgGVCeco+ZcR0KEg9QpoJrmSgKav8F145uWORZw68gwBFckmy8mxo4gFjFrfos/7H6OgPgGtTlwr9qVFJpx0LeGLCOhgkDrpK8mUCuh6pmkS7kJAZ56FFJLS0BKfg+nnCahhuGcGWjuaDa+Azs96Bz1Hr4B2r30eSkAV70JAGedVWBCjLKDXmgKSCjhmMXsFAbUMb91EOky8bHZBQA84e11JQDXrv4aA2iv4WQIKWCYJaHufx/8uvLKEv5mAwk/H008U0ATuYffQV/G8/RL+kQVU3vmrCGj9y7fPE9BSw9cR0C/xXXjq5SHrSe9NpEkXvvz0s24imYVn0lf1vOVNpOOuIowKaN+5VC2cLyGg+rCYeROpORHoheMxpi/xXXj8+ZC1nPcxpkcVUHvp4xDQQ1bPDXYqoMfYsENAOwx6XgE1gzQioPPKoOXj13yQ/nL+uZ6A4gfpH1NAWxffmwJ6zK2zFjsW0AOy7qcX0WPOswpoI0j9AjqzFFs+fs2vch6iYd5EPqiANgxvC6h25Ax4BfQgK8YFtAdPK6AT6afXwFMK6NTbcBqJ3iBc05lwSrzCKLIMb91EokfOnQn23URKcNMMM64joMh+aPijCKgd7NEL1N03kRws/rJ4xiX8AnEUidHA6WcYM3UUydbIRq9bfI8xLbSrw69ESY8xUet32zBVQHWDgL3I8AcR0EawlRKZTu/otqMsms+BfsHvwi8doRwmsRoY/Yy7wzNHkRYauBHs0xZQdgNn8sV8p4JVtrk1MFNALZPkunkcAa1/JWC33clx0vfku2M8NgX0630XfqZqqSRmQ1aP+hZsP56+DU9o8p317X2THvVZZ4FzMtCtYDgFh10+GRLQ+rfZ7Ll8cjjcCoZfG8jFMVNAXf31WeoJ8Rf7LvwCR+81LieL10AX8FDlvQmoxx7qRIse98lCsBO9ClYnwMk5qKbSG2jEvk6gwcevKKALGaZ76f39zRfQ2XgEAR1Y2PVeA31UAcXGTxHQqysYuILwsAJaF6NfTUDxVYqZAuq7YBMCyhh7BZRcK3GF3ZVIdCXmLgRU8M20hxi/X0Cd16VMWAomdQ4EdD/5bQQU2P7FBBQlxUpOj/dLPec08x0CyhiFTDYEFDb5RpknkbUnKKDJsMSNwVEk+dYQ0O2wfPS6qU9Ai3ImMl4GYSiY2DsQ8An6eX0BRROqZXkIAXVXObquYmSny/tNQH3V1jEen1NA0RlO2F8Y7e14+gQ0ZfGp2jNFQsYFtP61NyZkJBY/Bz2aegKPzUR4YQqo7MvECeheAUUmNKJRZWWpmuBI/fupfif7fGP4T7rv2zf/viqL2eAMdnEMVoe84/q34y480FGRts9STnId3FpA+TqaQlhvpuYQd9QRqX4gIftH8ZiAyr6JFuGNNIIOAaX+4gzsCoAloJledGaOhO4TUDmwjZ1rMI3CxAJaHkL8+Z2L4vvpm3tfncVu8AXam5rmsNQeYxJjJiShaSkn4fh4QY85fY1vIoGzkbVQyu3HCuhStrb92EkvQPRNLlzxskYHfdmfRSE3G3Y20CmgbIQeKqCt0Ujy39idCGePgGaJPP8+ZUtArX11FmeDCTrHxm0LiBN+bdHbJ53RQdj08fULCmgz9Hh5eoSA5ld01jO7b2GegMpnfqJztNlPz+ewqOMh9Ako4F2mPEplCqgcTmgNt7CNfgH9p79to/fXj9/+uSGg9r46i7PBglUPpGASem3SowHNlLnRmYb2L9K/TXv+s3BO7s/B2Cmgqaw04fWSWQKa8ti9WwGVzMF7gtbVhREBzUfXXkbRK6Ab40a/j9umPzXnNkP5Ryd3n4D+/i+bEv78/h9/rG/P6/PLan39usw3a9/LLutXud9Pf7yDiel0AYUBQ7khLQm9NulRrknODxTQzzlo4wzUi4cQUAx7b5GENqCehO7bubPH+bSbSHJ0mPGoYbEv5QsHwJkGjUQ/um4iicS7JLT1EAC1AIHF22EMstp5E+n3//N9Vci30/9YRbF+Q4YJKNv3fdt3ff/X7+DX1WcIKBwG0DNxhKCP7mcQliXxnhH/Qm8uOTLh8PHjZda/5ZE5p/bmYuxewvMUGqFcG+06YsO1SAgpD5WpYcW0x5jE6BhFvcGgxxwkpPi9ZaqBrseY6ImgneAJ9HrvNN4eY0hp+gT0/60/DPTrx1/+9SKK7+u99vUFL+HZvp9z1XP767Yv+rcpRtc++oOl0wAAIABJREFUwEfgc9U5vOZOgoC6vc9HkWxwA9Ag9GTCc5J4mzwFvbmAelZVNZ8LSTbYq+zSTiQctSU/gjV60hpGj84DGJsioPU/4bRilBlbxC68C1C4pq0qrDW04uBSMysYMo3e0TNJrGO9g7XWlfpPUfzHOpB/fv/26yKKr+ut9l+bmn6z9s0X8l7Pr+/1KSfCotILLsCYcFXLycnvsNvgqM7HUEvQEs6JOAgdK8+nfIwJZ4+X9xberKN5U1I68SwlUO5hfmQJEenwa8vHdoMCiUicjBM3VHp6otD60CffTXQ9R7QQw3MWcSIm0cP+lX0wbSvPwj5eAV1F8lMaf/2oc6LXdV1OBRTvWw44N61/RBaVXnFBqis4ruqcVHC7kx4OVzq9ZJWt03X4eBRuIKB4XKBw8YEDt9QI0z7B4UnZJbOXq4CMki4dWGYhn01j1VGfLAgaLk8acdWr9GymLXhPuutFh4ASLk59jICqntE2K8812mgfr4B+vHyuy8+/8LvpYXlGURBQvO/HyzbnvGyeIKB06olLCWQnAQGVZxd9j6HSrlkRJCjryNZeHw/DrQRUTRpWLSGnQhDBwQ4BFRgNQULMldCmMepI7E+HsDs/URNn9N4FAVW76jQUknhbHBHv5/cKqLiwIG21NNR9RwX0cj/4c1W+TSjXe/Df5CU83veim2dsAvpNYVHpiRNgOsgmMSxgUECFKLboyxFCKuQSILOYENDtWRZpIC9YP4WcwmMyQKi1XSD7KcFK4NnjsyJQNJXTpjEFVDmQV6OyWVO9EgDrAkaPgCZLi3X4BFSMNuO/toCSdMPi4/uWHaChbgE9K99bXpF//rnooCKgaF86Ax0XUCnkMC+JZggu8sSC9T39wtNeu6t7sJnN2oNCYLIfiJtdA6XqVbbhKJNLM9teACwnie+D2LFy8hKin4qwY9YGi9agSi8y30Z7ymxeQYD0IO4S4HhxwyWgpvkgFMcJqJSCHFoQH2QN2rceA3dwC+in/P3rj8vSHIji50JeElC0L70GukdAs4/lVawAIS8dLKDBLjc2+NHQX+rJqpv9QNxQQGFYUGTBK1tFgAziWKM6bszBwK5awdQzsShtjVrqE1BkuB08IRgCmpdgWQwVaNNiE04B9V02OXIGKp/DNAHV1yCo1S2gn+vy/3Z+wBMJ6PvlUXomoGhfehd+UECr1UsVUKUCoOQp/XvoxahaXHURZOWtdOl4kH46biqg+K8ioEQf8QqCpqJstRextaN2wciJ0xKJfBQaBAFFvfOZziLsCo6QrGxfgiX9S84qjrfhEVDz5AVo+/Vzt4BulrBtcvZZJ34BfT/9p7McwiX822kT0HpjiO9LnwMdE1DglZn5HA5fIfgFlM5UhPFsnGVp93n7cwlogov2vA3W8FIjXmf/GWLYc207LkIap11oB9zS66PQIApoCQcbkKRgQBCInegEY9HbBSh6fSUBldd23ZPgPQIKT+F5m7A32LJDQD+X6+e7Qfmy5wW//8tZD39evlv08/sqkGxf8k2kUQEtqVWT34iXgwU3oOGsFxwKLtysXzrTth+P291EgkImiBkWVhj7/IbrCOjDdRXQKhVkRlrEwaL72HETCdcnE1C4Eb5aVdfSb8ERKxSdhTk8A61uJbphxsmrdROJpjtv47tnu6TI+AV0XYJnUbzchv9za3qjAor3xd+FHxJQPMGjrrK68ubA9/we71jgK0UCZhjC9AN+PnXV6Rzc7jEmKW2JfEDz0bTun/IbPgjBR8dVwEa5iBMkiuIH3tDzGBNkKByEkUxP9XlDagkoiaJghRgXpT/Fx3ZLz8xHNniEXug4myOR4ga4N2hx019nSdn1VSBSN+aUQvK1i752IjOp3OhsCqyn3jyXgBKpqPkhGavpTVtzwsULQpzqhQE12fRB+u2Pkj0s4LrssA0dD9IDN3BQwI6CgIrmbo0DArp76CAf2y3t0cq82k+PSWsDTzdtIbujg5z0dy2gxZWdRdBYeqGuWPe5SW4oVideDc8loJkS6WYBFDO8OSHp09KQN7bY4QoBCSgaYuCNLKD1b4LW+EdRNhX5jES1MkjnGOr6fAGVsmSh8zEmi5mfQHfRszFcjNn+sjbRmLqjYNedCyiOJ3JMyDueWuyiJ8pY2OuzNuikmrCNaAt8RdXxdAKq1DJSLtxAwo8UDhyhZ5sKqCjA5E0tJgJ2QmwWmyigwH7ab2WvDcxiEhazjInBzBATSq9NH6UWmrfiqcw8RUBPrFA2U6BJqA05LwYE5/7eBVR1Rsx/Qgu8GQJqz3CLGcVU9CbRGQs0Hm6/Ju7gOVCUHCKgsIFFG+6CZ556tlsCmtCoECoKQhJQNz3rXuoXewsHPy1GWE4DN5EqXUtJla41H60WFnqddJaASl6IesIsbAho3nTvArr+lT1RNq4d7BfQOtNsANqIiXF+ajXTvF0PtxJQOWp49olDAgJqRn19dZRxFVvakaafNEOCgJINBr06aF0TTVaJcA47+BhTLUidWzrY8tFs4dYPkzrpYVflvegwMlDSWGJZKbx7FlC9sLURCatiF/2CnhFrZzobJa3vyuf6etn+TN9EwikTgpELVzj9SFknUzTXRUh4qpNOjUnqGOZwt4CKy0Z5qNJdJUNFFkxPqURCz3peYbDYpWcR8ZCaIaNeeuJs2hYO6MRNY0K2Cdbd978LD8/Mnvk/OrnspBf75Owpkffs5FX6ZKPtib6JROdYMKp+AdVPZq55gJxBYkFjxlv/bj2ClyY96tzyU6BmBvsEVN5OpMEjoPqAcgtoHSEd0Prups+BE88eum22tQ8goF3BrjW6lx7HV+djz4LieRKcmzyvgDYDySMLZ4q4QerJKSEsVRsVEBR7KQ2PwR1a9MDwMQElZqBJE3NS9R4SotfeYUb8HRBQ9/yTcvl9RC0tEqad9BDpZL4ddN8C6oozcWsKPQqvEFHTBCqrKcFSAALaZ+0M3EJAe/LXDC6fyya3gF5QkwQ7yE3NFduCaiw3WfRiB0vtqXdOBrvTnLQbmIAewy4KaPM0ZXFhYjf9kHPgxdzn/gV0JNK76e3YtUO/gGGREhyujpXXgXgEAU3tKQPe0HUpf2ErB7eE8e5zS/tSkGh501efMTsFlJ1TTFrGPyCgg84Krs8UUFAHnoPWfe75JlJvhFlsd9DvqGxoFbCN5/9JBHR/GNsC11PGqN/eCwulA/TecSloNhpOmg3sYlJ+P2RF300kOAkf4+sW0C4C8NeFOxbQgchOFdAufsWqbBwunRb7gXhQAW1hTEDpZweSOA+6voC2nLQbBCUaN6X/MaadhLmX9e9cAe3H3Qponxup6+ZRm35qjOVzvivEb9sdpln/PHwIKLi0Dj+6IamPdSLejhE6GrocWA520asCynsZMkMwxqKHe+/gw2gJ6DSiPvpbC+igOzembxnWJ6CXX7E6TZXQENCCOhNyXySDqxzXWqIKqHD5E710wuek2sD7qKK60xgP/coHWYeDcHMBNR/AOBwzFSzpzlyD3hXmPgF9O23/nNTlF1b/6HROdmxGJ32M00Mp4DoCuikoOtxmMWeguzx2Odk1iEu3u2xx0+9ZycOnGJr0QwxdxvQ7Pw2zFWwy/bT7SIuU7FaIz/8yNPgwZQoaAlrBb++1kAYElHUuPZ7XP8xdTg4O4j22+On7ww8IK3EIqNzQ54Lpyjj9/OBjdvtB+o8X+OPTb0BNx/E1BXRMQkBOvDz9Akq/aDXNZY+Tdy6gw2HpEtCjFXTI+VmYIqDH0c+LvXTVKQTUiWYX+ve4Thbq4R4LTheeje7k+wetTqyXbt90lx30g+i0RU29g2XI/2zh2kuLfoShw5bJse+Fq/JMB46hnxV2kGo3+4avuYTvD6xHP3eUcYchF92ErM06Omr0Ost4EJ3GqKk/gowEwbyJtJvBY8Tk2PdCo++I4Q3p3VHuYs94OxUFfdybSIFAIHALoMeYpqzgQ0ADgcDz4HWTz2/tXV0IAQ0EAoFBhIAGAoHAIEJAA4FAYBAhoIFAIDCIENBAIBAYRAhoIBAIDCIENBAIBAYRAhoIBAKDCAENBAKBQUwT0Nk/lR8IBAL3jjkCesBP5QcCgcC9Y46AHvBT+YFAIHDvmCKgR/zOXiAQCNw7pgjoEb/0HAgEAveOENBAIBAYRCzhA4FAYBCzbiJN/6n8QCAQuHcc8BhTrOADgcBzYNqD9LN/Kj8QCATuHfFVzkAgEBhECGggEAgMIr4LHwgEAoO4wXfhT9fAbdmfm/5eUx+V99Xp9dQfhut/F35fiJYFv/bGcqCnIYw4P9Gi0djPMUFN/aEhb9MfiRq5qez9CbmF84P084eglvrjcP0H6fd5metTrdMGSW1w9jQEB72AaRaN0c8ywRLQ/b3voT9yfDUjN8bem5Dx1E9BH/3sIfiwAtr8Kue800QI6GH0s0wIAZ3IHgI6g/1AhICGgE42IQR0InsI6Az2A/EoS/jljPVN/TtAAhpIT4VhAgbLWPJtxKwB+kzjC+8YezrNcnCQ/jSfrSL7Nk3BVlM7E/IwArosZEgfyX4grv9d+CEvlxLvBUR+gAQJKOzJ168TwwLKbBgyq5++0EwIgymgcxwcpD/NZ6vIXc9SsAXDedSjCOiQc8PsB+L634UfFNDy1xVxVyJRT1NPhqNlzH0bMmtEQPPf/QVtKdgkB0fp57MBrL5NU7Bsal9CHkdA179XOnceh+t/F37Ey+6LJd11NPdyzORR1GvWbb3vugg5/0q0rd+z2fz0nakfNPVBBPSYRDy0gPoZQ0D9CAGdSh8CejBCQK/AGALqRwjoVPoQ0IMRAjqI80XQ7ctI6Ja8xBgC6kcI6FT6ENCDEQI6ho+Xy/XPy+33AQFtX0ruvfhvJFIhu4ubSByyWY2Aten5vXCJZgxeAc23/ecxt+lNtil3NKbfRGrthW1+EAGdeteyzX4gZj3G9O2iouc7SP0C6niYofd5Bz2RWk9Tn6iYKaCCWS1bm/Ssg5neOwV07DGdnfQW2xxLJgqowxy20+MI6JJPoNeovOMwhTI/O/96VtARAa1/FfQG2RJQhWzmMJ5YxpJZesDWvR0CSjtANPtC4RbQQqUaMp/e6H54Loz6nJR6p64wmx9FQEvQZk5CH1ZAy1c5Xz9X8d0C6rge0n2aMgRUIZs6Ezq2jPWAZSca9I2I7wyFT0AVG/anoesSLGIWDWoDmzwn9V36CW1+GAHdUPRzxtB7fAH9VNA/JQE1vwu/nYisCCqzFR0NAYX9bO/v9BqoBGGoFyfWVZFfQGsk4DvSex9GBLSMof1pMOjN8hkRUFCRMwUUzs7YRrwjfn0YAUVhy5Vrd+0Y+w8roPXr779+/Pa/RgTUPgnVOvFKqC2gCyp81OnBF2MOEtCFwqan8cQZ2BuKAQFllh9zBcFZZG4qZPP2MiH1PBWUS7f5MQQUeZjPFXbgPWP/YQV0vYl0wc/vre9yKpeTrZMQna20DWoJaE0YkFFv53voh57hIoGRBHTbMe9v0+eQ02kAfHdNAS3m7Oa26c0Mi9T2mM3iD4+bJKA4Fank7KsIKFj4eQW0/u1mPxBzKM+Pgf65vn3vFFA0+VDiUxeZ8CPfaymJMW8igaTRFSTqBHbbh5llLIwcJvrF6nxEgx7GHH9uJ6OJzptIlD3Lad2vL/4terU/YYiSMJHdlzJ7BgcOpB6WXg5BIppCM6bZ/BACuiw45+xsgUAqdYT9QMyifM0Cmj5eOgU04VgKaAooH/+ex5iwgPK8Em3twFwBrX/LJi44wErd2g4BHXEbkzRa4OgxmLsNadDr/Qkti/6YDQr/tq9JrzZo3lMBBS+6zY8joLSMzXkRqNQR9gNxfUp5Mp8DKs0QQEXlYxLfAe5j3Uap/YMkJjKSE+hKpOzx0dOgQnRaHHPA8OZNpOo0LmEYSDo2vfDeBmdM2BDk/zQBtQbrQn2ucyNJQIEOgKIdEdCNHKkyiwvcmdjsYbkvAQVu1TIgO7CdU2oUwnMKKB60whm/WUSgyJtxXgdR6VaVotqtwtnho6dBhWyAYDD84L4Lb4LTutDxHJHBTVYbfjtMeto9NQeX3yItpqs9fNVi0VsP8iRc+2o22nF4OAFlHoL29T06h4WA2gIqzTjqtFSJISjyZpy3ZRwmXnj1VmLAMeijp0GFU0DRphY9ElCpN1DQ/QrqF1CFF05IpgooFTsCNuFsCCiouWryXAFNedVeSnKCgP76QX/z/F35FcrzLWHwG79v6Li38zGvuKvOu/Cs2nIz/AtfbfefVECRmPEBA7YotT8goLmfBVHDbemeBXShy2+MLgGVUYbqsQIqGVHyiU2dQI/SztuZXrYFFFfk+XWqgFZuSqX66KD/lEXyr+40BXS9R4wEdD1mjoDifVHOc7PH/ScU0FrPddzWQbTtUl9pxPGAcwtoqn0INQtrlw7gZg7XHWYJaHWWTkBBoLgHbQHdHCUnDdhJbVG97PaR3z9MOjW+HT9PQBPqN/e+5PpJUC9rCMpx3HZcJJ7U445yscmhr0ZxsxH8lff6l/9Sbvmu0AV0U9pX/mjNHgGV59q1Ebzmtob3NvuBuAMBpQOHRFSSMBRU8KEWdiuR6iQs4fqVR7nqXN5hgoAaFZZYsEoEbRZw+kAHJBD/BP5SYlcYeu7CC34KbnXNgy16qWtogiSgZbt8TEq4RB0Sgh2DUV83IqdlAeXhz+1t+o+X3/+dCGZTQD9X/X+StskCipyDrzhOMQNtX07mGrntCl5gIylFXx3JAso0XEm0mkavfrfBbQDhUAQ022WXMdxZPY/AoDKbihGdPsIWLbKIwxHxLnolYuwkKcQFV57U0i+gy6JkMtXkYAElPYDu/ZX3fvoDPGr4dl6ebwJ6+afN4Oq+COgqlJcl/Ofh73ld/+28/bzOz7uNCqhSlHhXGoUWyVVwSwEtoUPL5lpUCQ52LKNoSsAz0U6kqRwkXwss4u1gOZH0HGo430KOQz0F29bC0jK93/ZDxerrtgYdDPAeH7GA2qylJORI6/ALaErYD8HjRHatr7yb9W9bQhakm0mNfs15orHGWg7ftyvv14/f/l4njus/ZfZfLwL6Di53riAz0E1A//qpmP/0tyygf71cJ9322zkDhSlfWFoSbWmQXAU3EFC1bhLdiIdZWttTeRWP2EiaEsIPFgYQ0Mu8N6PsLWOjAGBHqJYMj9F+266W99Bb0BcXND79yxbA/5UQq/TVwdQW0WpYK14+eiFveALJcgo+avMiMuI9Aur3nltUTUAJ8AvoRRTfN8V7v8jl6+XfgvycSa6L8u2flkjoGuj5zSag67F5CX/+9Hnon5hFpU80eiTZbGaUd88HGk5+XQFFvyVSg5XwSjUlGjvpdFReF3QEfuuREF6hPHGZDAooSSwsbkcZ00MKkJPcJCAkCx160Lbk8J6FTwg8Jile4XBpJDo98taDqjNar3564SQJTlLAY1JmdBOxP8HkuWagKMzKh8QTUIOHX+VNCv1FBT9eVpVcZ6Kf88tv9QctXusF0XoX/rLk3wR0PTQL6EVN84zWLaByAShbE4y64eWzCOh5Cy89Poxr3ULxKMcs6IiU4AdbQpLEhAQKVDHKIilqmk6XgMo7AB6xilQrFhSh1umDhZ0bwChpdMmOQohVesYmxppzyEwtEtoCTK7BlFY9tBIgPR3KxKweAc29Mk8TLHmOPQK6/drkqpJZR8/aWe4TvdfLoNJjTHXy+q30U8TXJ6ByPUklkRL5+6QCihjRnWA6p0SFXKIozgnASFhKSra/poSkui9LGupFaCEZhgfAQ1V6tdDxWURQyWKF0ERKqyWgYH9kgaRjwFhuDowNIFHY6RKeR5P3bPC0SWiLYHc5QcBQah6TWJQ9XPT16rtgBPe0U0Dblbc1bPeL3i9zynwz6bwxiyn8MYuyhF/X6KKAXqaeowIqBUSOODrth4DygcFCV14SELNE22khprUvr4AaQ0SZKQgHIAFd0SWgoKfsqTZDlhznxjcFFDIiM0QBVQkXsZo9AipwJfZG99KCLaDsJC2ZYJ8y6nay/rHphbpXHKyWaZ4I87B8dEvBXuGc8ud3KKCbbkoCusrmJqDfUj5mh4A6ArHQySeIEHBaIbkSbiSgvvDlILoCnmYIKM6OQVrHUEKVvG7U6asr+BDQVfa5E8Ari54eUCHzNiwh7ieLXX6Sx+2farhGInjvY7b009pu0vfVfUtAeSTWDS0F2/793O3GuXsGum6cKKD+QJBkwMWTO/YH4u4EVClPqz1l6ayBdQuoMRg8aUZdER9FejjTSuDopZiTC4R5blmR+1v/2gJKz9sFKLodc4QhAe3WUHHeZZII3qcsNEL/1C2WAhQoKRAmvVT3ORWiv5aj2B6P91tDeWT+5/dPvWxfAz1EQHvmCLVWYNHkbupfk/1A3OIxpiSJYA3M9opql++JgwnDfYbnJlJKgiFVyoBmm/mVhnRjDQ3Pogk5nercQ/DaJ6amgIqTF+XiBDdACggbzE4BLbSIvj3fbSloxzVQlU2OCggWthmm0/MAndPb5tWKHu/XhstDoGl9d9a85l34uUv47BV20ooADQgMDJu/PIuA2iFKxid6QMIrcdDkeRIyJSl5dX7R1CtFjVwXIWn6gTctWsuiBj2/gKBEQfd1UQLTdp49BwpOG073JON1Eua9m0cKC4wWbExVGCx64QE6+8Rhetnt/dpQFXG9jfTz+1kA28+Bvp/AN5GygJ7bugS0eiYHwZ6qLIsinE8toEKV8k/JOOsrXTXnAdtnMrfT1pbidDThrgiLRl8PLRakBItLmN9Ra1KSRMdBr1xzALNfzfnGNBxY0PsYU/0ozbo1wtqLTsJaYIIVUiTSImkeycz7xuzfmgBzrmMEFPye0sfLemNd/ibSZYUPH2MCD9KvWrl+g7NTQNP2tzHx1LD29ewCSu5kiIHCzYkLKDkap8QoPxpjMoDQxMKTTB8LbNDLYEFvLWpuCjKpV0Brt6KItu1BauIS0Gxwj5uIEMbJF3tYefbcj3mFSfKH0gB36hFQ3Dnj1vywYCsY+ud21mfg3+XvwlMBvVweRQJ61t4+AQUV7xDQxN6UaKfSD3p9IgFNhhYKUUtJWdzCIEMxdAooo6rbarOeYctHvYGlXba4QS7GoU0PYqlwsYsmDksSugLhE9AhPyFj8aNDQEusxfAB7+ksE+dnWaRiXOF7AkJyqNID53rhvItzFDxLr97pJ18A5U5p/p9EQPn51o6doWZsAsmDTNnpJAj3B2djLcssHxvTkISv3TKLG+SqUU16OToLMMaQUzkMiN2cg7UF1O14ymTwteF8ngV5OfA6nQiovPsyLKC6d324XwH1u0+jUf6A6LCLQCb7gbiVgHZF8IIaTNKGY53gWVxgRwKa0qhYjQqoarqknx22JdiFQ78RYIiH1XtQQMfoiNlNktLS79D2XkgQXVuu2/sFVCrqJxZQOiWCAppKXEi0bPYDcR1K8mMirI6tus591M+klfTQKGN6I1jKCHoVbWvUt+NB+kwNCgVbJgfDCFQNV+8oWtAMtF/S4GXBAQFl00K7HLKXIwLqDKIws5ZOO9SyQQEFVQCToblh4m4FVFqK2ykQKwMM1/o3bcl4LgHV1t5KNDuHda+A9vW+mWT4qzUQpaLE0DCwtdOwAQGtTFeegeaT0QBdv4AOO7YYK/iEdhsSUMCU0AeWJc23pve3F1A5avwDiKZ8kkqJ5V6L2fG49V34o9AloDBDbgaroG0BNbkS1NchdI8iYM9oMIrFlvO8ZTtu8MIBnYU0Yp8fY+rpX/jEBzW0Z2gJr0iFkiUTjymgYlCU+YUioHDjNXGHAlrP6HRTR/UPCii9otq2UsyZT0BFHr8FvJPNmxEBLatUP6NscY+AKn30uAzetGKfr58MBtiJ/ptIRCk0GfBpxL0LaN8Snh6TiGKSqJyeRECV2bsSW77elw4mcNURXDKlpY4uV5LNgnZ9Fag4kGnrpiQIim0VKqm+UURPBnbIZWrwoUtAEwxAn44KB9mxlwTUSSS6KmPgLnyqzuSoiFlKeqsa4nbDVDRvX46FHTec8dQCqoTSqs7epaVTQLkBPRneOmmw4AYwXZL6c7onGbNHQIuo5w0DFpQu3AIKT2DViz4y1JEd+/L8R+/JqezhMK9jEcucWeAUS8pS0puVEDsapmLGQ1zyFVGyzsA5fy4B7QjlMHx1RBI2Q0DXFteDmEJ/w/6mnQKKPKF9d1qyS0C7Q5Cq+q8vbQGdBrGv4Qfp8US6mSVXiB0NUzFFQBtBX4E+hoDORkcd5dnbFAEt/Co97gJ3J3Gw/TRjljIK9wroPo0ZF9A0R+Dsm0j8ynrLn0n0jZtIqZ4IRDyzgJIUrD2iYFkXP45FCGhd15UBXE9vNks5HHeWHL9lIvbmoDRMqW+7byJJjkCjujAgoPsuG6yGlih4H2OaORdF/Srs8q4LjLFmuZalZogdDVNxFQEVYuAJ4DGYFtY38KstNuOeUHoj3lNHpIK9FHlveC5sThPaX4apc86eyTD2YfQxJmHj0IxQYddvIqGw77uSYUjMSf8XWXcwwg/FCIm92Ylmt5GlZojbDVNhCujUqycEl42P+yD95WdcTj4JFc/EE0N76a9PQFFWnCbxWWryCajdNbCn99pjHYVDD9Irm0egsKuPMW0hA++7GStvm942vZ9cskJg1w/SDBai1drp6wooHph97AdiDuVb/RHWj5f6k4MyoxEce5MZV7ips45wRlyDKB9VVbNHQPOxpQs8vQCN/pprOWk3iID0XcWvdag9SL+RicTdvE16uXd4CcdHhg4EmzR28XDT4AE8i4CKMXtYAd3+ren8wZ6CThZQfuCFZEcdebgTXHuWw9wCikZrgpK5Hj1wM8XlZLeAbq87bGnRiyGrsennHRTQ0oObLB9BzrgdVwEFz/fingWURK4TX1lAP16+gU9vQE0zC/4uvDtYvc31gYZdAuruoO2dAAAfaklEQVQwsEggVoC8yaBnArrglzH4nOyssOrgDmNa9DiKeRuIc5MNRLBxE6kQ6oa7x/cEAXXdFurDIwjoGMi1rS72A3EDAaWxtK9JdYV4ioCi62lNQiqgK+y78EmcZRpXP11TYoeT3QIKO8cXG9zGtOjFg4Sg6Gzks0dALUeS8Qk5Wf5CL5wSAoVas3cEdyyg+1bwPPwd7AfiBkt4UEnn91BRx89Tp2XrKau0yu7C2k+TtO6KDrHpmd21s/wGb2tHhdm/z3t8qsMx8f6okJ9e9sDHhGKQO2rRs+TikqQF6uIGpaex6wZPxaTUz6aXXHcOeGmnPvYDMesmUlHQ9k0kKiF0gxW3dmMrkT7YNJKwkJxa9LLvqA9/IKAlPvphuAXdSH0fXw+aziel3xNLXicvsUBj18ydjENSP4G+xprGrRlhMeo97AfigMeY+Ao+EAgEviKmafbrJp/f2rsGAoHAl8ANJr2BQCDwNRACGggEAoMIAQ0EAoFBhIAGAoHAIEJAA4FAYBAhoIFAIDCIENBAIBAYRAhoIBAIDCIENBAIBAYRAhoIBAKDCAENBAKBQYSABgKBwCBCQAOBQGAQIaCBQCAwiBDQQCAQGEQIaCAQCAwiBDQQCAQGEQIaCAQCgwgBDQQCgUGEgAYCgcAgQkADgUBgECGggUAgMIhb/FP018Bt2Z+b/l5TH5X31en11B+G63NOitWy4FdnLI+gOpjeCWTlXvoRlysGU7+P1EE/i2CI3jhiql0++sNCcf3Cd7AfiFsI6JRulgW/OklG2G2qw+mdAFbup+932UPSoN9D6qKfQzBIbzg/0S4v/UGhuEXhX5mEcl6fEVAuZ4x1cx0BXRZg4r0IqBy14wS0M0tTBbS/Qq4ioLpZPbHPvdyJgO4Yjb30x+DpBHRB+tSHqwjoco8CqkTtMAHtzdJMAR2okGsIqGFWR+xLL/choHtGYy/9MXhCAa1/u2EePE1A17+9dh4soLI1dfsEekDS6/2wgApMAxVi0e8qOACjny4BzX9n2dVBPyXW4/SH4NkEFJ8Fe89+5glzTiKrgbMmYf0pZrzqdKUaOUVAc2fN6RG1cI+AkjCPVIYtoPsnWQmFhHXXjr2wcJ9kl4seWgFJp0yDQ0CvwCgLaH8NWbsfJKBe8+bVEefVC73sOIO+dNYaWMzCcQFlKR2pDJN+jkzxunDQ54ZyCLtMstsuD30BLeoQ0DHO6zNqAgo3zSPxNkhAcwS44Tr0ldEnoAfQO/iYhTsEVOx7jf4cAZ0DKKDws0lSBXT7O/HKZwc9BLL+SQT0bXvg6fd/TOKc000Poyigk6tp/gwUb7kKfRLDcmcCypsnCyj834PrCijeYJFsDcM15UPfQwDw9UsIaOOh0F8/QPMcCb2Xm0h3KaDDs4UjBdQxGZ5bxjbfoQIKZ593JKDg2iz8bJMwAZ286PLRQxDrZ5hz5wL6dvrt79vbj5fTH1M4Z3TSxwgFtFyD2SOgwgWk2Y8x1YtxruMOFlAQNdGi2QJqXYPE1wNtksFbaKhCmkk4WkAXhLytTVJuYZVDOi/uumCnHtMxAd1vzq0F1G7/9eMv/wY+TJmC3lBAlUvYHTnM4sYP6k2kxoqUyl9ghwkoMkO1aP49LN1rGp4uBWvHk1aIJF8NEkeLx5yFQTy/6bHHRpcEtpl7YKaehE0srn3m3LeAfrx8A5/egJru4JzQRycjvRuZP+Jx6MghGke7BLSpjc1h62GxGnTiBOqZD2LRoon6rXoMA49N8SuYL6CoGAibMN499DKrZQ4hlS8fmvSnZSGd+Jj74BJQrKBoTrrAcTiZ/nA8m4DWv0mbW5k5pCdxgURl5z2Zlw/02u9gsRo8xHXKnVuUWu+nV9zS4yLlatvSI6Ba9xJVFq5MCjqAMXDQqzKmmgOPYBcUUDduAYVH+QLhgZV6xmx//noC+qWW8Gz1Q+pTzCHKMNGPHgElRS+sxChv3yJ+Vh2Reibuwy1g/y76BXXDGvErOUpav/cIKOie6gn4VPreus/ENPMOARXNbnubtnoEPipdWPSCgFJGksYROAQ01c6JJeV8JNngMuq+BTS9nYqCPvxNJF6urD4TLWZce+MCSgvfIaBS3Td97GgwaeunuhUrOp6K+emF8YNa8Su3iyqoya4LKHeUul3VkwhoFd/tgJaAwjCS9avsLT3LAHuEaugQUEE4Bf/74JyBipNfaIawn8eoOxdQ9BjTlBX8bQQUj4/cQKqLtNKl3EKnZF0CSpk5GwIr/baPnQ0aKTjzw1d5KOa/PQJa/4qnK2E7nvxyg4YElH6GDz5UyUw07TwGpoACNiDFCR2PqhNs4DVApm3rmx4BTSS+6ON1BBSKJRbQmpcOo+5cQD/xusnnt/auPs5J/XQw4tuRWi5ZwuhoyX/LiMIkKrugF2AD64lzi3twlr4GDmG0qQJKB4CXvk554EfMT7ej6d9Ck7bsmIEm6h+xgRUIbxZ8ZPT4AOgMqTEaCdIqT9j6lvBUQCHzkIK2n6LCzhGn67ZEQ+4y6tYCev1fV76NgJ5f4WjZ3uXPcNZVjkNlnupepCDXv30CWk+vpJjKUBHr3vKxt4EDUoN5Ej5piJaNCCj3q26i7lbymgaA/ptIshNwztkU0DpdatFXp7DykuwSjWFWMtnbjhkR0FQ8lvqvdix0k+aj2IC7R2EomyBRaWaWDtG3LJ+AJxFQNmpzvtgAwfoJRy18lT6ZEiIJaOnEmuBB02wf99dRFQwmHC3begVU9GzBEyt8lBTxGvrux5iEzsRhzIzNh2Z7JRJCzw+m8z8yLdTCz+aNq6H+x5gqlXxaIGEXNzZDrNLLjFjIyZwCRaWX/l6W8CveTn/O4pzUTwcjP3Mz3RLKpSWgNeOpNQcTzqbgaLljRmT7OElAe1CmEUMCWo9mTczZhiF+AcVhR64os39Cn08wMCl9AgoOZDQgEmR3FCvkRKeA4kDUM3hCrcWM9rreL6BbbzCAyDRYGtWcEFDKOamfDkaoX9IpGK0jCuhoEaWunWfxJhIkIZ0maWq8ZyHVOhSZgjmhm9rZ5LJX300kEkDQAl/xUQuhhRs6BJT1hxwkMUB5A97CM7FBst5EEpKZj60vXECLwi2oJPJhS70YMPIYU2appiUWeCsfkKVLQPXTCRRYEJZx/b4HAf14QUv8R32QHo/2dSMcNLCKKqS6T2jxjQeDxi49xgRJuIAm0j88UO6mr46kPgQ/BdWEu8APA48x1W5qKDT/NNpt0wQBrcYU1YKhUHdv0BtGJ0FAs+t8Z9LLHgGtXrEaJzHCr50hFh8CAKdppNw0qDAIJntf4f/8nqVMfSLz4+VT5d5qez1Ekr+mSr9/CQGVbgeK0wKcMXnmwN54BJTrQikiNvNLEis6TKiqnjqS+lC8FBuZ/13/JlI9PKtCbYC2GfGgaj8soPJ8SHTXam8IKPNK1lPdX8KLpK9DwYSp/yJOqXOM8GtniOmwKyaIcxDifM2RyW3T821ADbUvBU0W0PL4/EMv4U8sSWiZJOmVVMBJayr9yezSVlRDeDwn0aBynEzWJ6C8D9VnaKyE9di+hdTmKxFQJDN0rJMTFjGiW0BbIqkRMccvf0166I8uoLnLhPMvzkWxCA3cxUmlF2DZ/CV8U0C54zk3wMIGOgV0081PWVTmoBcBRYdY00bfc6Bn0ocWUDmDlzZQpolch1Fql25tjaJ1EC1idZJ5HHphFVYPE4q6+TgzpcZ9wHN+9RbGiDqNA9p5JQoEHRgHnIUWIIOIfGwYF1BmCgm7+BmEiwZSoOeBg8togY3MwUSAmuoRUGQ01mHuRsu7Roi5gJqOVSJobhNjAvq5tFZ0cb6AfnL99vevIaBpwcMErxNJWaesb7XJREvBUD245nbI0qoj8HjIotFTdp+A5uuBHt8bZcx8F7tIYMe6lYdAPo0Z9CKaHmUukWingAqRZSdTyUi2xfZRvAhJp56suTgplG1XiI3HmBQwp23mBr0poJtOrgv0y2T0/fTH+YLlf2dL+N0Cev4+57evI6DKABbzKadVrD17Crh2UbblfmVCE7kDzqLRa8cyUSNTvrY5nlkQO31IDoFgSLt4oyLSc6jeObhh6JD1Te/bZNLcGu2XRHnpnYEWATV8BYHSfDNDrNDL40xy1cPcoHcIKPyW5fvpr59q+vv/7RRQ34P0538X6YEFlK7hjZEChxcRUHgMGRepoWBp6yPlN/VgIlqN+hoQUGgsOpYKegeYCR2nD/QR2IK8hCH2GqTQM9Rj6l/Qk0mDzBYjQegxGTHZx8mubRC3xwWUhN3hkDPEGj1iopsht9+C4SX857v39d/bWF/e1xtL/CbSDAE9T3UfXEDRxIOeyWsVJ7SuQnWbknBs2bVXQLWJXmNaoNVXo4yBC2S9LhjUNARpeYOeek+NqBFZ0GnLuNOihEamr++h4ZXAlGumV5L15iXYHPrEsgy2JCvadKGfzcoTgT4Fq7ku/MVA4/xsYOgeljF96bRgTEDfL+v211UnP1fYf2YZNe7CSz8GcpWHTSnn9Rl5AZF8qtUrJVne2iGgxBInPRlzjMVyPrNCfuA/dCoLjGoVHIEO+i4B9YHv7bmJZHciBYUTK/ZajzHp3uWw62dlHeVYM/aKC/I2nhwfxq+BSrPyowVUeIzpdV1ev6+bQkAFRnu4pJ0CuhZzj4SQg1Pt1TCFTBoYi+48FVCkwlQuTfFE/vvoOwVUnA828+MTUBZ8C6KAVr/hZ/NBekaqrV+7DBsWULHHawkon7wIlnRaMCig63q6fFHIEtD9N5Hm4rYzULV+vHXGS2Dd7r8KuCAlJP8b9AtbOGMWrQHyAREDH0DV1rHZjIabvnSOo1BeSHydBkA4BBRKdfKm3Od/U0B1BR23o4atV0BzOPg84ioz0GTE/2pL+PzxMrPMS/jLFDMEVGB0lqTakOQd0Gf3fWi571w9toV6XXU9zoxmpFRAffDTk9OHNvXcJWt+Ad3LBA5tO6/8DhjusJNfOG7gLo6w0kh8IurC4ARYno3S8thD3xTQ89NF22sIqMnoK01xaaWoClx2r3A/CdmaZjbNVFm0Bt77aketVSClzEuXIQOPMZGPCp1L6jxf5axOu7tVfF7oUsCix7Swqz5i67g5Asod9aHv1O33eD8934YF9OPlctvovJAPATUZSWr25LXml3x2J1KtFzezhwU1lEPLf4kKKNxBdRK0kJVo94P0+D31zxmKjH4BHQSNWyP2OzVk41xqUhQl1th1N7T1Ds2VA65Tt8/T6mrNWsucCQK63pIPAdUZu29KOJJNP48LKF5Me7gFDbLpy2GZhG4rljhDw9zoKWMjFmMy5xFQtmLdyLwcaPGf+2v5iL7CMVR2LgNb7MoxwK9mXzpmz0BhFw6j9i/h3057BNT5HOhE3ERAySQH5cudWWv/Zh3VDbAXopotW9bD2Ur8jFYdAQEVFm+l4y4BTXU92/SeBAEaJfbdAXMKiMJ+2RvPxDu50OmOk1B6PsmfgxrO/Cqzs+PUFVBu1FzBcZRDTGM/4BLuG57pVZaOBnITafutud//5aydTEB/fj9PUENAU/lZW56rxa0YdX+lBNvX0rfPVm9NY3IH6yv82yegrF+P64IxVYZa3gMHCmoXeJdeO1wCynrtFdA6Y6vGMxLqvUzd557RNCig6PJLnR9biaRRFENMYj/oL+CSCClLRwMR0PU2/J/5a0lDAqq3HYUbPgc6tIZybjS/S5m4TqAloUmGdkipjOCih/m9TJ/t2jHr0o3xCGgmZLvJnXanyXERUuCrAdxYmzT8WBpiwfuJ0VZbOm4iGRPQmshtT4y80e/9iH7StWFCdStZ1CWg0/E0AupP2zD0OlpfZebE35mWpn4BVSgTL1fwyWmMQ0AT9rE28f7qXKgPnouQjE9LiRsgxDq9ds17JiZ8FQgmsrYCwINSgkI7VUAlC3GhM4tCQI9nnJHKJlwCOmPQLn0CanWGOh4xp09A8URC6XAIaurBhGl/9OEVEFRfOr1wiWI65nyXsiWgOWXl8276pR0aU0DXvyGgxzP2Pk/hyDabz9gSkuBdlx0WJFLELgFNWXRZb9WXMcNqx9bpo+4LzTT7dZMv4uASgp+83VqEMpVjAjzKCBw09uhm5xN9KTygq1pmMKDrm4NmoCkbSU5/zCKNPgR0GuMkAd0Sil7Bdo3dIaB98pXgWG6XcUq8Civr8AwJH9UW0EJaw6F23baozoFAiK3gZ1/RWbAr7jXalMQnoEORzsJmWuphF3tdFJNAgkr8ctZq+nCTEJbu87K2d0oweMQilV7LykQ8i4Dun3zkvwlvgTto7KAek1RQoFePlaCPBN53CSjsw55Z+2BeCMMznQyni2LzAkdm8gsoOm4QYn2p9F2zMMm0mjLVngEBVXlT1Ui4DQpo/uwS0BEwTzMLMiUE9IqMEwRUrd/6qrHjUrAqpjW6S5/w0/reULDEBLQex4zojVMJscN76ILe4eKaGaIgdAgopOlzFJmPSWwBpfPehkdCg2VTt4AK+gRMcAho6aaE1nB+AGB6TDZDwhDQKzJqawn/jQzHCHA9Sp6HvUzoFlCJRWtwCmi3v3AZ1/Ew4LZdCzO/XKspPeC3BLSONsk//4R0JPbF+2ZiuWXWFnJo10VIVIek/5IaENwFRLCeCsqWcQFF6x4omvSaj0KYLbrxTaSneJDe/F1bmqzRRV4zkQ56c66hFOra3ngMdQEl6AmGZwq4gFmB45ukC9xf7r5s78hB9UjxnnTd6yegUUl2LuGr27J1wgkAYcZdHFBgxGlcLqB7h4I1GbGjllWCgDa8DwGdxnhqVKAHLcVxPNBr9+uZ8wnIjb5RhM3IH5imeoPlFNDE9tcE1MUq7K+nHjTLDnipdDR+jcnHSE30Wzb6ICangzaIeoW6z4dO+DEROTm2gDZnDrGEn8ao/tuI+0S1HL2RqOwIcpX4+AS05wG4B/6p9lIngNISW7DcK6BsGYbWbIRCuzwrhuPyzvdVTjUBDmj9285LGqJeNspBodca2iv4/u9S5kxAo/jSJIdL827daddXORO4EJP9ERurJcSeENArMJ6UK6DdgynBK0jr8ZBEZYcw+jWp5UJulvm2hs77iN4A4VQXU2KLW0B58TeCzIzlxughtlvk4NrQ+m/T857aVJSYzk8TaB4S0CqZkmFoXt9y3hZQ1wBDxUECIZWMl962ewqeR0AvoDUEz8NlNslLDe7A5kh5cuVLpFJBW5O6g34P2CWgYCdgfbYH2qXYSGxHoeBOSt6jnoRQoNk8nP9qJxzo8bCAkk8SFbHaS1JbtC6JLzgK4FZZtlG1tXMJn4hJoLSwrz7nOwRUPH3jiXBCg43SS+bcv4C+sX/GbifnnG56GK2rkHl71tIiZLmqt2aSUtaPK5EKeW7Kn/huajF3CigqzuwZNKx+YhMhNPMhBrW95+bDztggElWDhEQMsUKPePsWJHpsffQ0ZNABnj5oj3LmAu6f3/cJKPGSsOM4gV0GvLcFFPkt8Cz76RtHzkCT5NcPcI9pjoTeUkAhcB6LgOaNuV5zsy6g60engJZj6eABHXs0A/fYK6DcfDary25Lu+JZLHVS9Z7bDmhznygklTBbUAOxS0BrDLDTLOTirMftY75+IpwJNAGFvnMBRaeVbT+ngNaDQBUwdhyopuuW9/ZNJJN5Ev3xaJK8rf/a/BkfL/Vnmndxzuikj1GlbAioNMDZKMhF7kgklUz8yZgEVRbFBZseC6g8AytxAD2XNrJPjZbgpOq9DhT92i9WOmQqnhd2L+FTPjmy0xIPSnsYTxVQtCUfR05XqLMOAS0zAXy6MmWsiQEBpWfKPbhvAf31A/ya6K8fU6agdyqg+ZTcKvdaA/nI7XWHgC4JdgSrDF5ISGK95d0bD2JuR1fhoM8uIW9S2R0OXHbAPAFdQGjx6FroN1PI4LdJxBYhq0JjdbI1yFv0kAr6AvpWBZSGA+yW2/oEFMaQFOIYzNSTaNaQfhkBtZ8D/Xj5Bj69Wb/N7Oec0Ecno04JlAWnGZUcFlZ45B4BJYLEVJWWXZLrrTWKwGU4JFKws4V4I1mLRwOxZmcZE/ugBdRwoioNEltA0TpWaOZMfhLQAhPJCbKjwOf6CvmpgOZXn4BC1+CpyeOgiQ4BZcW3Xz9DQK+Ak46cUPDu8t9lk7TbKTdsr0t51RMJuqHHZkoA2TLcgQSTvvQheFI7xm5zUqkXF30L0FlpM4jR6cTTYymYSid6AVlpRgw06Glf4BPjkKJOt9RP61+NnTmBPpLaGofhPEwcssYf2z30V4CW+hVfZQmvg2dRTC2Qjrppa8gfHOykDzp0dFMouT+TqsOiVKljVOull14BHNTMLEcgulOvKTEwpmOMt+lV8x1RF32G1qnsRECRZE4RL8t7ZGZlhbE9nP54aKnf8HYqCvq4N5FSaz7fCMOug+8Cio3y5v1b7wgtA3el/hH9n7Hh/t3eQO1sfe4/oAX0GNOUFXwI6A0QAjrYHgIqbbh/tzfcXkA/8brJ57f2ri6EgF4fIaCD7SGg0ob7d3vDXQjobISAXh8hoIPtIaDShvt3e0MI6DTSEFD35hDQaYffHiGgPZ9DQFXSEFD35hDQaYffHiGgPZ9DQFXSEFD35hDQaYffHiGgPZ9DQFXSEFD35hDQaYffHiGgPZ9DQFXSEFD35hDQaYffHiGgPZ9DQFXSEFD35hDQaYffHiGgPZ9DQFXSEFD35hDQaYffHiGgPZ9DQFXSEFD35hDQaYffHiGgPZ9DQFXSEFD35hDQaYffHiGgPZ9DQAOBQOArIwQ0EAgEBhECGggEAoMIAQ0EAoFBhIAGAoHAIEJAA4FAYBAhoIFAIDCIENBAIBAYRAhoIBAIDCIENBAIBAYRAhoIBAKDCAENBAKBQYSABgKBwCBCQAOBQGAQIaCBQCAwiBDQQCAQGEQIaCAQCAwiBDQQCAQGcQMBfT+dTn/5t75j3vIB8OCRjm4Gbuzb55bTH7u7eKgIfOK3v48cnAtgVyc3hrNef36vdfGw5c7RYf7bA3l9fQF9HRgB7zmG8OCRjm4Gbuy65fT7P3Z38edMQ4/D2w7tKwWwp5Mbw1mvb6AuHrbcOfzm/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width="672" /></p>
<p>The summary of the variables shows the types of data they hold in. X is as described just a list of country names. Edu2FM is the ratio of secondary education and Labo.FM ratio of labour force participation wrangled in previous exercise. Life Exp shows the life expectancy in different nations where on average people live approximately 71 years. Expected years of education (Edu.exp) shows that in minimum people go to school for is 5 years.</p>
<p><img 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" width="672" /></p>
<p>The correlation plot shows that there are strong correlations between the variables. In this graph clearly life expectancy and expected years of education correlate positively.</p>
</div>
<div id="principal-component-analysis-pca" class="section level2">
<h2>Principal component analysis (PCA)</h2>
<p>To perform PCA on the data frame, I have to first modify the data frame to make it numeric. First turn GNI into numeric form instead of factor and then remove column X from the data frame, since it contains string formed names. This has been already done for the correlation matrix in previous paragraph.</p>
<pre><code>## Warning in arrows(0, 0, y[, 1L] * 0.8, y[, 2L] * 0.8, col = col[2L], length
## = arrow.len): zero-length arrow is of indeterminate angle and so skipped
## Warning in arrows(0, 0, y[, 1L] * 0.8, y[, 2L] * 0.8, col = col[2L], length
## = arrow.len): zero-length arrow is of indeterminate angle and so skipped
## Warning in arrows(0, 0, y[, 1L] * 0.8, y[, 2L] * 0.8, col = col[2L], length
## = arrow.len): zero-length arrow is of indeterminate angle and so skipped
## Warning in arrows(0, 0, y[, 1L] * 0.8, y[, 2L] * 0.8, col = col[2L], length
## = arrow.len): zero-length arrow is of indeterminate angle and so skipped
## Warning in arrows(0, 0, y[, 1L] * 0.8, y[, 2L] * 0.8, col = col[2L], length
## = arrow.len): zero-length arrow is of indeterminate angle and so skipped</code></pre>
<p><img 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" width="672" /></p>
<p>Above here is the biplot of data frame after PCA. The frame has not been standardized yet, which is why it has a strange shape. PCA maximizes the variance between variables and therefore without standardizing they tend to pack tightly or show only observations of one variable clearly. Some more information about why standardizing is needed are here: <a href="http://stats.stackexchange.com/questions/69157/why-do-we-need-to-normalize-data-before-analysis">Why do we need to normalize data before analysis?</a></p>
<p><img 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" width="672" /></p>
<p>From the vectors, we can conclude the correlations from aboves correlation matrix. There are clearly three groups of correlation that are recognizable from the vectors. Life expectancy and expected education come close to PC2 and point close to each other. Proportion of womens seats in parliament correlate with labour force participation rate mean.</p>
</div>
<div id="multiple-correspondence-analysis-mca" class="section level2">
<h2>Multiple correspondence analysis (MCA)</h2>
<p>In this last part I loaded another dataset “tea” from FactoMineR- library to perform another dimension reduction technique, Multiple Correspondence analysis (MCA in short). This set contains answers from poll on things related to tea time. The structure and the dimensions of the data frame can be seen from below.</p>
<pre><code>## 'data.frame': 300 obs. of 36 variables:
## $ breakfast : Factor w/ 2 levels "breakfast","Not.breakfast": 1 1 2 2 1 2 1 2 1 1 ...
## $ tea.time : Factor w/ 2 levels "Not.tea time",..: 1 1 2 1 1 1 2 2 2 1 ...
## $ evening : Factor w/ 2 levels "evening","Not.evening": 2 2 1 2 1 2 2 1 2 1 ...
## $ lunch : Factor w/ 2 levels "lunch","Not.lunch": 2 2 2 2 2 2 2 2 2 2 ...
## $ dinner : Factor w/ 2 levels "dinner","Not.dinner": 2 2 1 1 2 1 2 2 2 2 ...
## $ always : Factor w/ 2 levels "always","Not.always": 2 2 2 2 1 2 2 2 2 2 ...
## $ home : Factor w/ 2 levels "home","Not.home": 1 1 1 1 1 1 1 1 1 1 ...
## $ work : Factor w/ 2 levels "Not.work","work": 1 1 2 1 1 1 1 1 1 1 ...
## $ tearoom : Factor w/ 2 levels "Not.tearoom",..: 1 1 1 1 1 1 1 1 1 2 ...
## $ friends : Factor w/ 2 levels "friends","Not.friends": 2 2 1 2 2 2 1 2 2 2 ...
## $ resto : Factor w/ 2 levels "Not.resto","resto": 1 1 2 1 1 1 1 1 1 1 ...
## $ pub : Factor w/ 2 levels "Not.pub","pub": 1 1 1 1 1 1 1 1 1 1 ...
## $ Tea : Factor w/ 3 levels "black","Earl Grey",..: 1 1 2 2 2 2 2 1 2 1 ...
## $ How : Factor w/ 4 levels "alone","lemon",..: 1 3 1 1 1 1 1 3 3 1 ...
## $ sugar : Factor w/ 2 levels "No.sugar","sugar": 2 1 1 2 1 1 1 1 1 1 ...
## $ how : Factor w/ 3 levels "tea bag","tea bag+unpackaged",..: 1 1 1 1 1 1 1 1 2 2 ...
## $ where : Factor w/ 3 levels "chain store",..: 1 1 1 1 1 1 1 1 2 2 ...
## $ price : Factor w/ 6 levels "p_branded","p_cheap",..: 4 6 6 6 6 3 6 6 5 5 ...
## $ age : int 39 45 47 23 48 21 37 36 40 37 ...
## $ sex : Factor w/ 2 levels "F","M": 2 1 1 2 2 2 2 1 2 2 ...
## $ SPC : Factor w/ 7 levels "employee","middle",..: 2 2 4 6 1 6 5 2 5 5 ...
## $ Sport : Factor w/ 2 levels "Not.sportsman",..: 2 2 2 1 2 2 2 2 2 1 ...
## $ age_Q : Factor w/ 5 levels "15-24","25-34",..: 3 4 4 1 4 1 3 3 3 3 ...
## $ frequency : Factor w/ 4 levels "1/day","1 to 2/week",..: 1 1 3 1 3 1 4 2 3 3 ...
## $ escape.exoticism: Factor w/ 2 levels "escape-exoticism",..: 2 1 2 1 1 2 2 2 2 2 ...
## $ spirituality : Factor w/ 2 levels "Not.spirituality",..: 1 1 1 2 2 1 1 1 1 1 ...
## $ healthy : Factor w/ 2 levels "healthy","Not.healthy": 1 1 1 1 2 1 1 1 2 1 ...
## $ diuretic : Factor w/ 2 levels "diuretic","Not.diuretic": 2 1 1 2 1 2 2 2 2 1 ...
## $ friendliness : Factor w/ 2 levels "friendliness",..: 2 2 1 2 1 2 2 1 2 1 ...
## $ iron.absorption : Factor w/ 2 levels "iron absorption",..: 2 2 2 2 2 2 2 2 2 2 ...
## $ feminine : Factor w/ 2 levels "feminine","Not.feminine": 2 2 2 2 2 2 2 1 2 2 ...
## $ sophisticated : Factor w/ 2 levels "Not.sophisticated",..: 1 1 1 2 1 1 1 2 2 1 ...
## $ slimming : Factor w/ 2 levels "No.slimming",..: 1 1 1 1 1 1 1 1 1 1 ...
## $ exciting : Factor w/ 2 levels "exciting","No.exciting": 2 1 2 2 2 2 2 2 2 2 ...
## $ relaxing : Factor w/ 2 levels "No.relaxing",..: 1 1 2 2 2 2 2 2 2 2 ...
## $ effect.on.health: Factor w/ 2 levels "effect on health",..: 2 2 2 2 2 2 2 2 2 2 ...</code></pre>
<pre><code>## [1] 300 36</code></pre>
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b/J5/ef9eCxH0OAbiCH/ll4HoBjX/dvP+xp1td/e9w1X9ef3b5E/2L1b/L5eJMwBOgWcuifhecBOPZV/4676q+/u38yft5I3d649Pb6SfzSv1j9m86BZnAZRcEBmkX/LDwPwJEv+1dXz31wnl6GE/b9t/bV/RuZ6F+s/gUHaD+JPZm4FprEJkAJ0A1tGqDv17Q8VM/NzOfz+/Xc0+H2IqjxzfX0L1L/Qj8/TGKPJ66VJrELDtCItFeD5wEY6Lq72Tln53HXBehxR4Bu37/Azw+T2OOJa6lJbAI0Bu3V4HkABuoDtO52N88H9fcDdIT+xepf0OdHk9jjiWupSWwC9HPqUzAWngdgoJuH1TeH7wRoyv4FzYFeJ7HHE9dak9gFB+iSObQ1pmCqdO5Vt2rPU20fIXOgoz/enQOdrKH1ylyf5/6FnkS6NHDcNK1JbAL0s/6tMAUTPyU/ca+6VXueavswBqjWDoyF5/7NfX50icQHl26NDxu0JrELDtDe3f6tMgUjuLULlvSIBeOvv2K0HXtSU2gWnvs3+/nj7u7vspAAHf8YAnRD9/q3yhSM4NYuWNJDvh5/l5NIb69Ndh4qoZO4Fp77N/v5T27KJUAd+Lp/D0zBCG7tgiU95Ov+DYf7bdIqXUZo4bl/dwJ0lTnQySp6sM7FCNAl/XtgCkZwaxcs6SFf9++9S80+M7mKIln/Zj+/v380wFl4B77u3wNHEIJbu2BJD/mkf0bam7Hn/t05C79gDobrQNUE9I8AjVySxZL+GWlvxp77Nx+g9/t3vRf3OnEtNYlNgC7p3wNTMIJbu2BJFkv6Z6S9GXvuX+jnhzkY7oV3ibPw25QkRrtMz/0zB6jqrYAE6Kcen4IR3NoFSxKjXabn/t18vnvTys8HFzrzYwjQTXzZv8enYAS3dsGSjPyPPwvP/Zt+vr7Mwaz+dlUCdBNf9+/xKRjBrV2wJJsMxp+F5/5NPn950sTpZfXfgQToFhb07/EpGMGtXbAkkxzGn4Xn/o0/Pwyu9d+PS4BuYJv+CW7tgiVZZDH+LDz3b3oZU3/osP90d8TyYwjQ+Lbpn+DWLliSRRbjz8Jz/wjQyCt4QwSoTkkWWYw/C8/94xA+8greEIfwOiVZZDH+LDz3785JJL+3khUcoNv0T3BrFyzJJIfxZ+G5f1zGFHkFb2qL/glu7YIl2WQw/iw8948L6SOv4G1t0D/BrV2wJCP/48/Cc/82WrEEqG8EaGBJYrTL9Nw/AjTyCs4DARpYkhjtMj33b/T508vz6D/rIkDj26h/glu7YEkGeYw/C8/9u37+cJm7PnxxV5/txxCgsW3VP8GtXbCkcJmMPwvP/Rs+f9z15/5OL+t3kACNbbP+CW7tgiUFy2X8WXju3/D5enTtWe34OrRSA3Sz/glu7YIlBctl/Fl47l//+cmLAPu35KyHAI1su/4Jbu2CJYXKZvxZeO5f//nJ3WOfvFbV+mMI0Li265/g1i5YUqhsxp+F5/4RoJFX8EYIUK2SQmUz/iw892/2EN7zwwwKDdDt+ie4tQuWFCqb8WfhuX/D5/ejG8g+e8Gt8ccQoJFt1j/BrV2wpGC5jD8Lz/0bXcY0/Ap0/UqBUgN0s/4Jbu2CJQXLZfxZeO7f9fP7/iEwteunwZQaoJv1T3BrFywpXCbjz8Jz/0af31e99e8lm9RZrev2J2mt4O1s1D/BrV2wJIPNxp8cz/2bfL6O1L6bAUiARrJR/1ZdwWs0Q7AkkyX9G972YX2rqiDP/dv+aUyRE67kAI2HAA0sKZZDH5Rd2H77dfv1PO3N2HP/CNCwxReKAA0sKZJ9v6d53DV5WVfN9U7jr+/Q3ow9948ADVt8oQjQwJKiOO6qv/7uArRuT9S/vXbRef36Du3N2HP/CNCwxReKAA0sKYq6er5ccN9fd7+vnidf36O9GXvuHwEatvhCEaCBJcVyScv+XqXmkvvx1zer5e6pVi2e+0eAhi2+UARoYEmxXAK0f17Tcfc0+fpmtRCg0ftHgIYtvlAEaGBJsYQE6Ij2Zuy5fwRo2OILRYAGlhQLASrWPwI0bPGFIkADS4olZA50RHsz9tw/AjRs8YUiQANLioWz8GL9I0DDFl8oAjSwpFj6tOQ6UJH+EaBhiy8UARpYUix9gB6q691H46/v0N6MPfePAA1bfKEI0MCSYhmeXM+98Br9I0DDFl8oAjSwpFiur/7gaUwS/SNAwxZfKAI0sCQx2mV67h8BGrb4QhGggSWJ0S7Tc/8I0LDFF4oADSxJjHaZnvtHgIYtvlAEaGBJYrTL9Nw/AjRs8YUiQANLEqNdpuf+EaBhiy8UARpYkhjtMj33jwANW3yhCNDAksRol+m5fwRo2OILRYAGliRGu0zP/SNAwxZfKAI0sCQx2mV67p/584dqdP9YyJ0QBKhDBGhgSWK0y/TcP/Pn96MADboXlwB1iAANLEmMdpme+2f+fH3Ny7D3UhOgElSOINZohmBJYrTL9Nw/6+evDzUIfR4hASpB5QhijWYIliRGu0zP/bN+/vQyvD8g8InYBKgElSOINZohWJIY7TI998/6+UP13Oy3NJEZ+F5qAlSBzBHEGs0QLEmMdpme+2f9/OUIsNlrCXwvNQGqQOYIYo1mCJYkRrtMz/2zfr7udjfr86ALfK0qAapA5ghijWYIliRGu0zP/Xvw883gI0AdkjmCWKMZgiWJ0S7Tc/8e/Hxz+Bf4XmoCVIHMEcQazRAsSYx2mZ77t0KAchber/RHEGs0Q7AkMdpleu6f8fOnly4028HHdaBupT+CWKMZgiWJ0S7Tc/8eO4n09tpkZ9h7qQlQIemPINZohmBJYrTL9Nw/+4X03bmFdsxxL7w3OkcQazRDsCQx2mV67p/98/UoM3kakzcyRxBrNEOwJDHaZXru30YrlgAVI3MEsUYzBEsSo12m5/4RoGGLz4fIEcQazRAsSYx2mZ77R4CGLb5QBGhgSWK0y/TcPwI0bPGFIkADSxKjXabn/hGgYYsvFAEaWJIY7TI9948ADVt8oQjQwJKiM79RQJDn/hGgYYsvFAEaWFJ05jcKCPLcPwI0bPGFIkADS4rO/EYBQZ77R4CGLb5QBGhgSbHZ3yggyHP/CNCwxReKAA0sKTb7GwUEee4fARq2+EIRoIElxWZ/o4Agz/0jQMMWXygCNLCk2OxvFBDkuX8EaNjibzbLFURf92sgQANLis3+RgFBnvtHgIYungBddQU/0gzhkjZieKOAIM/9I0CTLj71AFyKAA0saSOGNwoI8tw/AjTp4lMPwKUI0MCSNmJ4o4Agz/0jQJMuPvUAXIoADSwpsgfeKCDIc/8I0KSLJ0DXWFmCJcVmf6OAIM/9I0CTLp4AXWNlCZYUm/2NAoI8948ATbp4AnSNlSVYUnzWNwoI8tw/AjTp4gnQNVaWYElitMv03D8CNOniHQ5Awa1dsCQx2mV67h8BmnTxDgeg4NYuWJIY7TI9948ATbp4hwNQcGsXLEmMdpme+0eAJl28wwEouLULliRGu0zP/SNAky7e4QAU3NoFSxKjXabn/hGgSRfvcAAKbu2CJYnRLtNz/wjQpIt3OAAFt3bBksRol+m5fwRo0sU7HICCW7tgSWK0y/TcPwI06eIdDkDBrV2wJDHaZXruHwGadPEOB6Dg1i5YkhjtMj33jwBNuniHA1BwaxcsSYx2mZ77R4AmXbzDASi4tQuWJEa7TM/9I0CTLt7hABTc2gVLEqNdpuf+EaBJF+9wAApu7YIlidEu03P/CNCki3c4AAW3dsGSxEzKXP/Nsovdq85v/wjQpIt3OAAFt3bBksRM+keArtg/AjTp4l0OwHXXwAorS7AkMfQvsKTla/bBzy/9MQTosuWLYgAGliSG/gWWtHzNPvj5pT+GAF22fFEMwMCSxNC/wJKWr9kHP7/0xxCgy5YvigEYWJIY+hdY0vI1++Dnl/4YAnTZ8kUxAANLEkP/AktavmYf/PzSH0OALlu+KAZgYEli6F9gScvX7IOfX/pjCNBlyxfFAAwsSQz9Cyxp+Zp98PNLfwwBumz5ohiAgSWJoX+BJS1fsw9+fumPIUCXLV8UAzCwJDH0L7Ck5Wv2wc8v/TEE6LLli2IABpYkhv4FlrR8zT74+aU/hgBdtnxRDMDAksTQv8CSlq/ZBz+/9McQoMuWL4oBGFiSGPoXWNLyNfvg5zuHqqq+//7sxxCgy5afRsL+rbGyBEvaFv1bu6TFVul/3T5p5duvT34MAbps+Umk7N8aK0uwpE3Rv9VLWmyN/h93Te/q6sef+z+GAF22/BSS9m+NlSVY0pbo3/olLbZG/+vq5/n/v71+8iuQAF24/BSS9m+NlSVY0pbo3/olLbZC/99eu+mXffV8/8cQoMuWn0Da/q2xsgRL2hD9i1DSYiv0//TSHTscqqebZc8+izryU669LT79AEzdvxDz/wsES9oQ/YtQ0mIr9P+46xp43BGgDy8/gdT9CzH/v0CwpA3RvwglLRYzQOEC/fON/qVEgBaP/vlG/1KKOQcKF+ifb/QvpY3OwkMX/fON/qW00XWgEEb/fKN/Ca0RoIfqyzshIIz++Ub/EtroXngoo3++0b90NnoaE6TRP9/oXzLprwMGAKcIUAAwIkABwIgABQAjAhQAjAhQADAiQAHAiAAFACMCFACMCFAAMCJAAcCIAAUAIwIUAIwIUAAwIkABwIgABQAjAhQAjAhQADAiQAHAiAAFsMjb61PqEm4lL0k1QE//p//q7d8jvC3r9C+RX2F4qC541xdycXqRe3Ny8pJkA/TluftiHyWCTi/nbIv4u2vITwJ0pF3rPY2xKFiSrrdXuTWUvCTVAH17rZoEPe6q6jnKD2iWfPYzysLP1csd7AiYpJXGrxbBkoQl39/7KHVJqgHaJuj5/6LuFezbURMh6k4vDMU5l/Xy9vrt13nlS/yOESxJ1ui3jcr2nbwk2QBtEjT+StnH2Q1N/WtRVX1ZLe2BVy2xjgRLkpU8rT5KXpJugDYJGucAu9cexT83/1l7liD5zIymYWL7fX/e2vcKg1CwJHgiHKCRE7QefmlF2F/cf4t8lt+lYUW/vZ7XfK2QVoIlwRPFAJ1O7Mc7C9/ve7RjZ+3lMxRn1N2UdnuO7biT2EsXLEnZ+XDt+++91FRx2pKKDdDRLuL6B9zJZ2ZEtfPa3QVDh1hXQAQSLElYd9gW59JCo8QlKQaofwToPYf+rN0+0uVp4QRLUrU//5pp5olrnTWVuiQCFMAi7aFak1Y6J0mTl6QboMfdz2ZXLtrchuBsDqCsvWShvVJB5nKF5CXJBmh3cdH5WDjSeok9dUI+zxF8RIBgSaqSp9VHyUuSDdD6MqEf6e6Q2FMngrPtAgQfESBYkqzheFnnRpHkJakG6PXYPcq1ebGnTlJPbWsSfESAYEnCDt1mfT4ulLlcIXVJugE6vkMkzuLj7fknn9rWJHh1rGBJyurL3rrQL53EJakG6JA8cSIocoAmn5nRpHPkNxAsSVr3EDOZ/c9G2pJUA7Q9CH4fHmu3tshTJwToLMH9ccGS4IlsgI7uEImx+LhTJ8mntkUJPiJAsCQ4IhugoztEoog7dZJ6aluU4IyjYEnCBK/5SlyScIBGFnfqRHC2PT3BO1wFSxImeM1X6pLKDdDIBGfbkxNMK8GSdAle85W8JAcB+o8o1xmpbQmAOsHpjuQl6QZoHXPPgJM7QCjBUZO8JNkA3Q+HVtEuY4qKe+GRG8FrvpKXpBqgzVsS2+PsSG9ZiP2bi3vhbzSPsBabcBQsSZzgNV+pS1IN0PZe+O5myBh7cbHHDffC3xJMK8GSxCWfcfwodUm6AXpOnkPz22Uf51ahqOOGe+GRIcHfNslLUg3Qdsfz0L5oQaVXAbiVExlKnlYfJS9JNUDb54E2E5URXpkZHwF6B3eyIC+yAdo+kb69lCnGHOj++XKdVJwpaO6Fn5f6tpEZgiXBEdkA7fbi6ij5eQ7np/5CU+6F307y20Y+EixJmeDuOvfCb+4ca81+YX3e+2yuloryM7gXfkbqM6YzBEsSJri7nrqkEgP08pqluj3HHyviuBf+I8EJDcGSdAnuricvqcAA7fc62wBlAG1I8KIuwZJ0Ce6uJy9JMUBHlybE2DXvM7MN0Dgn+XlWybzUt43MECxJluDeRvKSCFCeVbKd5PsLHwmWJEtwdz15SYoBGtkk3WLtgcptaQqSX/X8kWBJwgR31+cvJM0AAB5VSURBVFOXVGCATs68H3dRDrbZBZ0jmFaCJQkT3F1PXVKBAfq+Hz3hYx/laR8MS2RIcLNOXpJwgEZ7qdzo8vZDnNWevK3A+gQ36+QlyQbosGYiHAsf+qXWXKm5McHnTAuWBDdkA7TuMu7tNcYx9vX2BfJzU4LPmRYsCX6oBuhwFibS05i6COVpx9sSfM60YElwRDdA++3Z4wPhJleycj6+J/icacGSNAk+vl+iJNUAvW7PtcMNe3orgMLGJkHwMamCJWmSSCvBklQD9P24u8yBKrQq2OXqtPaS02jPK3FHMK0ES4InigEa+VbOLdTDDO75C4/70FEIPmdasCR4QoDGMJ3BZd+mJ/icacGS4IhigPo3vYYg0qvtPRJ8zrRgSYoE92okSiJAo7hexfrUz+aiIficacGSBEmklWBJBGgU5+Tsr2E6MDiRiePucm5UIT87qUsiQCMZ7uSP87gSl07/Ivc0NMGSdAleW5i8pAIDVGLPv0jNmhf7bSJYki7Bu1uSl0SAqmwKRagruTuzBEtSFfv+aoPkJRUYoEipmdoQe665YEmioj7hxyZ1SYUGKG99S6c9wSYzAFuCJUkanRtNXUovdUmFBij3nSR1OXWqRLAkRdGecm6XtqRCA5Rn76TTzkFLDUHFkuBDoQHKLmgqB73zdoIlwYtCAzT5U7DK1E5Yaf3mEiwJjhCgBOhmBC+6FCwJFqnmsAsNUKQgeNuPYEmwIEABwBkC9B8cwm9I8B3CgiXBjWIDtGYONAHBdwgLlgQ/Sg3Q/XASiVMI2xF8h7BgSVhueJgI98JvqnnbW3s7J0+L35DgO4QFS0KAIUAvr3HcXKEBenp5er+MGya/NiP4CkzBkrDU9TAy3c3wxQboedwcmkfw7Nnx2IxgWgmWhKWmD6ZMcytuoQHa7nge2gfGM242I/gOYcGSEOD6QOVECg3Q9/ocns2Y0Xk0bAkE3yEsWBIcKTVAj7vqubuUiTnQDQm+Q1iwJITgcXZJtPv+NeNmY4LvEBYsCcsl/gVYbIAC8O/Q3QGRbAqGAAXg1XAOI9VJwAIDdLKqOYkE+NVe0N3itcZbuQRo3b6IkQBFi3ciuUSAbo8AxUcEqEscwm+PAAVycT2JxHvhN0KAAtngMqatEaBAPriQfmMEKAbJnycJ3whQxk3Jkj9PEr4RoIybYik8TxK+FRmgk3FDgBZL4XmSMJMYyAQoAVqy5M+ThJnEQC4wQAHkpclSrgMFEkh7GQxWsE93IEmAomw8UNm7dLuf7wQoCpf6eZJ4VMLdz3cCFGVL/jAKPCbp7uc7AYqyJX8cGh6SdvfznQBF2QhQz1Lvfr4ToCgbh/COJd/9fCdAUbjUz5OEGRfSA8lxGZNXBCiQHhfSw44ABQAjAhQAjAhQADAiQFEqiZMQ8I0ARakIUDyMAAUUbmmBSwQooHBLC1wiQFE6dj9hRoCicOx+wo4ARdHY/cQjCFCUjN1PPIQARbnY/cSDCFAUi91PPIoARam4kB4PI0BRKgIUDyNAAcCIAAUAIwIUAIwIUAAwIkABwIgABQAjAhQAjAhQADAiQAHAiAAFACMCFACMCFAAMCJAAcCIAAUAIwIUAIwIUAAwIkABwIgABQAjAhQAjAhQADAiQAHAiAAFACMCFACMCFAAMCJAAcCIAAUAIwIUAIwIUAAwIkABwIgABQAjAhQAjAhQADAiQAHAiAAFAKMMA/RQnX3/Pfz59FJVzws/G/JvsSlaA0H5Bei+yc/q6foNAjQLtAaCsgvQt9eq+vHH+mlGqSxaA0FZBujT1//sDkapLFoDQdkG6OG8I/pf5zH37dd15NXNwX335fmb334dd+c//3zvv3H+evi3HyYCsKG660LTn6Y9++agom1N092+Y+N2Xrs9/T4QV24B2gXfeSCdh9Rff7dnk/pQbOOyP7/UBOi/dX9uh9qh+/qfun/bpmm3nLT/cwq1H34Jtt1p87TpyT/vrh2btPPa7en3gbhyDtDLYDvdhGI7RXr9UzvSRn9s/m1djf8ttnYOwaYrdXcQ0Ox2/rzfsaZF027TOmwltwAdH8JfDvYuAbqvhv/8vIy/5/f+kHDfDdV276UbhM1H69HxIjZ0bst5379tzjkGuzi9dKxpSnNcMG3ntdvT7wNxZR2g3RRmF6D99y//bb7Z77r8vJ66PwwByv5LSvVln/N/NWF5uNOxUTuHbt98H4gr6wAdzheN9iq7MxLv44nRn9czvM0fL/ulFSMwnTYzD9W3/9idu1MPxwzTjo3aOXT75vtAXFkHaHcM1428/tzCZQ7tToBevuin1DiJlMi5Dz/+7Kvv/++lPfPetGHasZt2Dt2++T4QFwE6F6Cjf81EWhL1OTTrc4jW1dO5F/1pPwIUYnIO0Mvu480h/Pvom+MAbY/Xu0P41p7D+ITOa/9/v55bcd4L/b9dS+4cwneGbt98H4irmAC9OaswHY7DSaTLOdz3t3///f7obaF4wLkv/9zMfx6ay3XbRn7s2KidQ7c5eYRNFROgfTYed/2F9OObXS6XMR26awkP1fViUUZjEu15vHMD24uX7nXs2s5rt6ffB+IqJ0BHF2I/fxiO0wvp+7PwzIGmU3e/xNpWtL/E7nfs+bbb1+8DcZUToNfzC0/vH4Zj/5ff//UmbBmEifRXdg43M9zp2G23p98H4iooQC93aF5PNoyHY7+rU0/ujecwMJm+QYe+Cx86Nm7nYXzF2ej7QFzZBSgAbIUABQAjAhQAjAhQADAiQAHAiAAFACMCFACMCFAAMCJAAcCIAAUAIwIUAIwIUAAwIkABwIgABQAjAhQAjAhQADAiQAHAiAAFACMCFACMCFAAMCJAAcCIAAUAIwIUAIwIUAAwIkABwIgABQAjAhQAjAhQADAiQAHAiAAFACMCFACMCFAAMCJAAcCIAAUAIwIUAIwIUAAwIkABwIgABQAjAhQAjAhQADBKEaBVOgn+1+aHngAX22++Kw8/BuvG6AkwSBGg/5kKg3UFK/ePnsAzAhRhCFBgQIAiDAEKDAhQhCFAgQEBijAEKDAgQBGGAAUGBCjCEKDAgABFGAIUGBCgCEOAAgMCFGEIUGBAgCIMAQoMCFCEIUCBAQGKMAQoMCBAEYYABQYEKMIQoMCAAEUYAhQYEKAIQ4ACAwIUYQhQYECAIgwBCgwIUIQhQIEBAYowBCgwIEARhgAFBgQowhCgwIAARRgCFBgQoAhDgAIDAhRhCFBgQIAiDAEKDAhQhCFAgQEBijAEKDAgQBGGAAUGBCjCEKDAgABFGAIUGBCgCEOAAgMCFGEIUGBAgCIMAQoMCFCEIUCBAQGKMAQoMCBAEYYABQYEKMIQoMCAAEUYAhQYEKAIQ4ACAwIUYQhQYECAIgwBCgwIUIQhQIEBAYowBCgwIEARhgAFBgQowhCgwIAALcz+++/2v4eq9e1X/4fL979EgAIDArQshz4o96MArUdZ+iUCFBgQoEXZD3ua9TUvj7vm67r68WfJIghQYECAFuS4q/76uwvQt9frIXtd/Wy/s2wXlAAFBsGbr9ocGoN1ubp67oPz9PLUf7f/1r56XrIQAhQYhG6+cnNoDNYgfVoequema01knl66Y/dD9TT9t9XI+Lv0BLgI3Hz15tAYrEGuu5udc8+Ou65xx90nAVqNvktPgIugzVdxDo3BGqTvW93tbp4P6u8H6AgBCswJ2nwV59AYrEHGv/jeu8N3AhSwCt185ebQGKxBbgK0+ePd/o0QoMAca4DKzKExWIPMBOiSIwgCFJhjDVCZOTQGa5BL/04vXRvb3i2YwyZAgTnWAL1IP4fGYA0y/QX49tpk56H68ioKAhSY82CApp9DY7AGuZ4E7GZW2qP2r6/jJUCBOSsEaNo5NAZrkGv/6lFmfnknGQEKzDEGqM4cGoN1CwQoMOexk0gCc2gM1i0QoMAca4DKzKExWLdAgAJz7HOgInNoDNYtEKDAnI02XwLUNwIUmEOAYgECFJhDgGIBAhSYQ4BiAQIUmEOAYgECFJhDgGIBAhSYQ4BiAQIUmEOAYgECFJhDgGIBAhSYQ4BiAQIUmEOAYgECFJhDgGIBAhSYQ4BiAQIUmEOAYgECFJhDgGIBAhSYQ4BiAQIUmEOAYgECFJhDgGIBAhSYQ4BiAQIUmEOAYgECFJhDgGIBAhSYQ4BiAQIUmEOAYgECFJhDgGIBAhSYQ4BiAQIUmEOAYgECFJhDgGIBAhSYQ4BiAQIUmEOAYgECFJhDgGIBAhSYM958Ty/P3Rdvr99/r/xjCND4XPYv854gc7MBenrxMwAZrAOX/cu8J8jcsPnuq7Eff1b+MQRoZF77l3NPkL9h8z29jAfgz7V/DAEamdf+5dwT5G/2ED7CjyFA43PZv8x7gsxxFh4LEKDAnOnme+gPAf2chGCwjjjsX/Y9QdYmm+8w/hwNQAbrlcf+5d4T5G28+b69Vk+xfgwBGp/L/mXeE2RuehJp7R2X648hQONz2b/Me4LMTQN07csHrz+GAI3PZf8y7wkyNz2EdzgAGawDl/3LvCfI3GTz3X/7FevHEKAb8Ni/3HuCvE0233iTaAToFjz2L/eeIG/TOVCHl8EwWAcu+5d5T5A5AjQfi/q37//qMPpnh69aToACc7iVsyyHPijrNmi7SdPx1/MIUGBO8OartgezzmCt0gltwEP2fZ+OuyYv6/a5d+Ov7yBAgTmhm6/cHswagzVhfG6aH8dd9dffXf/q9ol3b69ddF6/voMABeYEzoHq7cGsMVgFS7L4sn919Xx520f/0o999Tz5+h4CFJgTFKCKezBrDFbBkiyWnES6pGV/09Khepp8fbNa5naUCVBgMLf5nl7uPJNCcQ9mjcEqWNIj7vbvfWjccdeF5nH3NPn6ZrUQoMCnZjff4+5uFMrtwawxWAVLesjX/VsUoCMEKDBndvP95KZquT2YNQarYEkPWal/IwQoMOdOgH41h6YzANcYrIIlPeTr/i06ghghQIE5s5vv/v4JdQJ0m5Ie8nX/dOawCVB4ducs/CpzoOMfQ4CGlWQR0D+dqygIUHg2H6D3d0Xk9mDWGKyCJVkE9O/82+567e746zsIUGBO6OYrtwezxmAVLCmWYXpU5U4yAhSeWQNUZg9mjcEqWFIs1/NLIs8yIEDh2c3m270Y9+f9fy+3B7PGYBUsyejL/hkRoMCc6eZbX+bQvryT5V1mD2aNwSpYks3X/TMiQIE5k8338qil08vq+zAEaGBJJh77R4DCs+lbOS97keu/H5cADSzJwmX/CFB4Nr2MqT/02396PG75MQRoWEkWLvtHgMIzAlSzJAuX/SNA4RmH8JolWbjsHwEKz+6cRLp/K4vxxxCgYSWZeOwfAQrPQi9jsv4YAjSsJBuH/SNA4VnohfTWH0OAhpVk5K9/BCg822jzJUADSxJDgAJzCFDNksQQoMCc0eZ7enke/WflH0OAhpVk4LN/BCg8u26+h8u5h8MXt7XbfgwBGlZSOKf9I0Dh2bD5Hnf9udvTy/ojkAANLCmY1/4RoPBs2Hzr0bWDtaPrCNcYrIIlBfPaPwIUnvWb7+RFjv1r4lb8MQRoWEmh3PaPAIVn/eY7ufvvk9fiWn8MARpWUii3/SNA4RkBqllSKLf9+7gCqnWtuyKAidlDeE8Po3hssMqWFMpt/25XwMrxSYAiqmH72o9uAPzsDe/GH0OAhpUUzGv/PgZo1MUDqxpdxjTswrh6JcQao0mwpGBe+0eAwrPr9rXvH+JTu3qazxqjSbCkcE77R4DCs9H2tR+mjda/F5AADSzJwGf/CFB4Ntm+6kjDjwANLsnEY/8IUHjG05g0SxJDgAJzCFDNksQQoMAcAlSzJDEEKDCHANUsSQwBCswhQDVLEkOAAnMIUM2SxBCgwBwCVLMkMQQoMIcA1SxJDAEKzCFANUsSQ4ACcwhQzZLEEKDAHAJUsyQxBCgwhwDVLEkMAQrMIUA1SxJDgAJzCFDNksQQoMAcAlSzJDEEKDCHANUsSQwBCswhQDVLEkOAAnMIUM2SxBCgwBwCVLMkMQQoMIcA1SxJDAEKzCFANUsSQ4ACcwhQzZLEEKDAHAJUsyQxBCgwhwDVLCm6Q/sO+erbr/4P339/8q8JUGCOeftSGYBrjCbBkqLbj/pXj1o5jwAF5pi3L5UBuMZoEiwpuvraruOu+bqufvy5+68JUGCOeftSGYBrjCbBkmJ7e70eMdTVz/Y7n/wGJECBOdbtS2YArjGaBEuK7fTy1H/Zt3JfPd/95wQoMMe6fckMwDVGk2BJsR2q52bipenY6aU7dDhUT9N/U42Nvht1BRCg8MS6fckMwDVGk2BJsV2msJtpl+Ou699xR4ACYazbl8wAXGM0CZYUW939tqvPvwLv9m+EAAXmWLcvmQG4xmgSLGkjzdEDAQpYPbh9pR+Aa4wmwZI20sxf352CGSFAgTkPbl/pB+Aao0mwpI00/eMsPGC1QoByFj5CSZGdXrqetUcPXAcKGBm3L50BuMZoEiwptm4O++21ad2h4k4kwOSxk0gCA3CN0SRYUmynl+7iiPaggXvhARv7hfQiA3CN0SRYUnz1qGU8jQkwsW9fIgNwjdEkWJIYAhSYw/NANUsSQ4ACcwhQzZLEEKDAHAJUsyQxBCgwhwDVLEkMAQrMIUA1SxJDgAJzCFDNksQQoMAcAlSzJDEEKDCHANUsSQwBCswhQDVLEkOAAnMIUM2SxBCgwBwCVLMkMQQoMIcA1SxJDAEKzCFANUsSQ4ACcwhQzZLEEKDAHAJUsyQxBCgwhwDVLElMRgFarSz6uocyAlSzJDHZBOja8emkf4iFANUsSUxGAbrq4r30D7EQoJoliSFAFy4fhSFANUsSQ4AuXD4KQ4BqliSGAF24fBSGANUsSQwBunD5KAwBqlmSGAJ04fJRGAJUsyQxBOjC5aMwBKhmSWII0IXLR2EIUM2SxBCgC5ePwhCgmiWJIUAXLh+FIUA1SxJDgC5cPgpDgGqWJIYAXbh8FIYA1SxJDAG6cPkoDAGqWZIYAnTh8lEYAlSzJDEE6MLlozAEqGZJYgjQhctHYQhQzZLEEKALl4/CEKCaJYkhQBcuH4UhQDVLEkOALlw+CkOAapYkhgBduHwUhgDVLEkMAbpw+SgMAapZkhgCdOHyURgCVLMkMQTowuWjMASoZkliCNCFy0dhCFDNksQQoAuXj8IQoJoliSFAFy4fhSFANUsSQ4AuXD4KQ4BqliSGAF24fBSGANUsSQwBunD5KAwBqlmSGAJ04fJRGAJUsyQxBOjC5aMw6/T/UFXV99+f/RgCNKykbSXsHwEKz1bpf101vv365McQoGElbSpl/whQeLZG/4+7ZuzV1Y8/938MARpW0paS9o8AhWdr9L+ufp7//9vrJ7swBGhgSVtK2j8CFJ6t0P+31276bF893/8xBGhYSRtK2z8CFJ6t0P/TS3fsd6iebpY9Nv/drd1ZCXolbSh1/z75oQ4Wn75/SGmF/h933QA87gjQ1UraUOr+ffJDHSw+ff+QUswAhQv0D7AiQItH/wCrmHOgcIH+AVYbnYWHLvoHWG10HSiE0T/AaI0APVRf3skCYfQPMNroXngoo3+AzUZPY4I0+geYcB0wABgRoABgRIACgBEBCgBGBCgAGBGgAGBEgAKAEQEKAEYEKAAYEaAAYESAAoARAQoARgQoABgRoABgRIACgBEBCgBGBCgAGBGgAGBEgAKAEQEKAEbOAvTw7df76aVqX2QuQrAkDcdd9f33/il1GUBEvgL0cM6pt9fmHbwycSVYkoa6fdPnPtrbPg9xX8UcefHIhK8Arc9b9HH348/pRWbHRrAkCfvqx5/9OTzr6jnG4pt9/taPPw4Xj2y4CtA2pPbNiNyrvMVcsCQJb6/n6GlWSfvF+uou2s77/lHyOfLikQ1nAfrc7fLppJVgSRLa9dKukijrZdjfj5PPkRePfLgL0NNLMyBrlbQSLElC9ADt9ww9Lh75cBWgb6/ffx+qp2aGX2XCUbAkCcMh/OklziF8v9Ta4+KRDVcB2p0a/fleC50eFSxJwqE7iXR6iXN1QrfXf87pOKs98uKRDV8B+r6v5M7XCJYkob6cx46yYz6cJe+svfIjLx75cBag8OO4i3d1LAEKDQQoABgRoIjh7ZVzaiiAmwAVPKoSLElGpJPvI+3Zu3j3z0ZePDJBgGZVkozoV6BHPUcVffHIhZsAbR13l6tLdMJKsCQJkXdBD93vq1hXSUVePLLhKkCvuzUy1zcLliRhtHce4zfL8PsqTk5HXjzy4SpABe+wEyxJQuQAvT77Ku6t9nQVn3MWoJf9AZ0DZsGSSkCAQoOrAFV8yphgSQXgEB4afAVo9+j3Suk5t4IliYh6IdD1LE+U31uRF49s+ApQycvzBEtS4Ps6Iy5jwiLeAhRORL8QiAvpIYAARQzMIqIIzgL0oHfbj2BJAjiPjSL4CtAhrHTSSrAkBQQoiuAqQN9e5Sb1BUuSEP0Qfh/391bkxSMXrgL08qIFJYIlaYh8IdA+7o5/5MUjG84CVO6EhGBJIqJeCBT5vgVui8BCrgJU8C3dgiWpiHkhUOTfW/xaxEKuAvR9r/eSRMGSCkCAQoOvABWccRQsqQR13N9bkRePbLgK0MjPSLMQLEnC8Ji/SE+pivzwK56thWUI0McIliRhCND199B5pTF0uApQ+LCfRNDa04kEKHQQoFjdNIN4IAfy5S1Aj7vzPsFe6uYfwZLSu77qBMiYswCt24OqvdKBlWBJJTh8+9Xu6cZ6WF7cxSMXvgJ0X/340zycota5UUSwJA1xI+hwXnD3MoBIrzWOunhkw1WAtrf9NGmlc/+PYEkaIkdQc6Hmcffjz/WpT54Wj2y4CtB2Yq19PJrMM9IES9IQN4Lape6r55hv5Yy3eOSDAH2MYEkSoifc8+V2IY+LRz5cBehwvKxzr7JgSRI2SLjuEv3a4eKRD1cB+n7oztjEe1NZOMGSFESOoOZWy0PzpLxDlMflRV488uErQBXfNitYkoDYEXToTk/VVZynfkRePLLhLECbq9bVri0RLElA7AjaV1HP8URePHLhLUDhBRGEAhCgAGBEgAKAkZsAPb18+yX28E3BkgBsiQDNqiQAW3IToACgxlWAvr3KXWwpWBKArbgKUMHbJQVLArAVVwEq+Mg4wZIK84+4U8+RFw/nXAWo4v6eYEkaDnFPrtWuF49cuApQwVPegiVpOMRdL9cXf0Z5EUDkxSMbBOhjBEuS8PYa9ekqb6/ffrXn7+I8bi7y4pEPNwEqONkoWJKM7lF2ERf/9H55k0q8B95HWzzy4SZAm7lGsXflCpYkI/LUcLvaD+3zmmP8nMiLRz4cBWjz1GKptBIsSUbkvfN2z/DQPEMwyuOeIi8e+XAToNfzojoTjoIlydjHfRRxfU63Zi+3eXCzv8UjG34CdHS6RiWtBEuSEXkS9LirnrtfYFEmKSMvHtnwE6Dvl6kpLYIlSYh+dUL31rpoARd58cgFAfoYwZIkcHkXiuAqQAFACQEKn467877tPtohduTFIxME6EqOOw5Vt1S3kwP7WBMEkRePXBCgKyFAB1s8qX9f/fjTXKNZx7oXPurikQ0CFGvbIEDb6/S7ey1jXLAfefHIBwEKh9qLH9q7hKLcKhR58cgHAQqHCFBoIEAfM1wHyk1/98R4pvtwjB3noSWRF498EKCPGQI08q2L/sR9pvuhO8tzemme+OFu8cgGAfqA63PLG+yrjMV+pnufz5Gu1Iy8eOSCAH3A9GEi7KuMxH+m+3EXdaVHXjwyQYA+hnvh5/FMdxSBAEUMPNMdRSBAH3bgAP6jyM90j3zxA9dWYCEC9FGcbpgV95nukS9+4NoKLESAPujQXabDBS83Ij7TPfLFD1xbgeUI0McMO1hccn0j3jPdI1/8wLUVWI4AfUx7trnFTX8binzxA9dWYCEC9DEEKFAwAvQxHMKncuBRnUiPAH3Q9SQS43liOBcTac+cAIUAAvRRXMY063oumwBFvgjQh3Eh/Yy319j5RoBCAAGKGOJOCR+G3Vv2+5EUAYoYCFAUgQBFFHXzIJGYOISHAALUbnrLCq8Qn4j+GA4CFAIIUDsCdN4264UAhQACdBVNZjCeLwhQFIMAXcOe/U+gRATo49j9BApFgD6M3c9Zx93P8bNWIiz/vNr3XMaEpAjQB7H7Oa99oHKzdiL9cqnb2dU9v7uQFAH6GHY/76gvN7fu41zrvq9+/GkeIFjz2wspEaCPYPfznuuxe5QXw7+9/vhzeWsyTxFEQgToA9j9vOv6TPd4b+Vsl8xzrJESAWrHhfT3DXuGcXYRCVBoIEDtCNBP7Lv3WUZ6rN1wCM+LAJAUAYoozskZ873Ah+4kEm+TRlr/HybjWab/ruyYAAAAAElFTkSuQmCC" width="672" /></p>
<p>To perform MCA, I choose variables Tea, Evening, Dinner, Friends and Where.</p>
<pre><code>##
## Call:
## MCA(X = tea_time, graph = FALSE)
##
##
## Eigenvalues
## Dim.1 Dim.2 Dim.3 Dim.4 Dim.5 Dim.6
## Variance 0.286 0.235 0.204 0.201 0.180 0.152
## % of var. 20.401 16.790 14.599 14.391 12.889 10.842
## Cumulative % of var. 20.401 37.191 51.790 66.181 79.070 89.913
## Dim.7
## Variance 0.141
## % of var. 10.087
## Cumulative % of var. 100.000
##
## Individuals (the 10 first)
## Dim.1 ctr cos2 Dim.2 ctr cos2 Dim.3 ctr
## 1 | 0.492 0.283 0.199 | -0.834 0.986 0.570 | 0.459 0.344
## 2 | 0.492 0.283 0.199 | -0.834 0.986 0.570 | 0.459 0.344
## 3 | 0.062 0.004 0.001 | 0.912 1.179 0.247 | -0.556 0.505
## 4 | 0.881 0.905 0.231 | 0.405 0.232 0.049 | -0.527 0.453
## 5 | -0.019 0.000 0.000 | -0.388 0.214 0.151 | -0.420 0.287
## 6 | 0.881 0.905 0.231 | 0.405 0.232 0.049 | -0.527 0.453
## 7 | -0.160 0.030 0.057 | -0.064 0.006 0.009 | -0.388 0.246
## 8 | 0.154 0.028 0.016 | -0.743 0.782 0.368 | 0.429 0.300
## 9 | -0.046 0.002 0.002 | -0.111 0.017 0.010 | 0.119 0.023
## 10 | -0.213 0.053 0.023 | -0.374 0.198 0.072 | 0.938 1.434
## cos2
## 1 0.173 |
## 2 0.173 |
## 3 0.092 |
## 4 0.083 |
## 5 0.176 |
## 6 0.083 |
## 7 0.336 |
## 8 0.123 |
## 9 0.012 |
## 10 0.450 |
##
## Categories (the 10 first)
## Dim.1 ctr cos2 v.test Dim.2 ctr cos2
## black | 0.136 0.320 0.006 1.348 | -0.692 10.055 0.157
## Earl Grey | -0.324 4.736 0.190 -7.530 | 0.167 1.535 0.051
## green | 1.591 19.494 0.313 9.671 | 0.573 3.071 0.041
## evening | -0.594 8.494 0.185 -7.432 | 0.145 0.617 0.011
## Not.evening | 0.311 4.441 0.185 7.432 | -0.076 0.323 0.011
## dinner | 1.393 9.517 0.146 6.610 | 1.993 23.669 0.299
## Not.dinner | -0.105 0.716 0.146 -6.610 | -0.150 1.782 0.299
## friends | -0.445 9.058 0.373 -10.562 | 0.349 6.780 0.230
## Not.friends | 0.839 17.070 0.373 10.562 | -0.658 12.777 0.230
## chain store | 0.135 0.819 0.032 3.116 | -0.445 10.803 0.353
## v.test Dim.3 ctr cos2 v.test
## black -6.849 | 1.431 49.429 0.671 14.159 |
## Earl Grey 3.889 | -0.487 14.935 0.428 -11.312 |
## green 3.482 | -0.360 1.397 0.016 -2.190 |
## evening 1.817 | -0.045 0.068 0.001 -0.561 |
## Not.evening -1.817 | 0.023 0.035 0.001 0.561 |
## dinner 9.457 | -0.290 0.576 0.006 -1.376 |
## Not.dinner -9.457 | 0.022 0.043 0.006 1.376 |
## friends 8.290 | 0.001 0.000 0.000 0.020 |
## Not.friends -8.290 | -0.002 0.000 0.000 -0.020 |
## chain store -10.269 | -0.437 11.936 0.339 -10.065 |
##
## Categorical variables (eta2)
## Dim.1 Dim.2 Dim.3
## Tea | 0.351 0.172 0.672 |
## evening | 0.185 0.011 0.001 |
## dinner | 0.146 0.299 0.006 |
## friends | 0.373 0.230 0.000 |
## where | 0.373 0.463 0.343 |</code></pre>
<p><img 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rbcOueB6jPqDw+oeK0egprTmAjoAOUF9CgEFNXQARXdFBWUR4QGBlQehpdj0HeX+kR6AjoAAUUdZrdo1ZHzrb6dUuP3hx5Ecl6rru0koMMQUNRhbov20gZUVzC+G9P+gDpnMrUXIBHQQQgo6jC3RXvpFlTeJaTjfqAHBFTfzEnffYmADlJ4QJ9e7DoRNDrpaTG3tWxGZrZoL72AIhcCijrMbNFeUtCzUHVAYzNby+ZkXov2koCeh8IDOtS81rJZmdWi9a5gp6AZEVDUYVaLloCeCwKKOsxp0V5eUtAzQUCB0hDQs0FAgcKE/aSg+RQW0KcXC++uyp9ecxQeQC5lBVTficnch4mAAsinqIDaO9npQSgBBZBPSQEV2+/ig43XtqAEFEA+JQV0pT/AQ3w4UltQAgogn4IC2sTS7PtcqYISUCgsWmRQUEA/vpQb8C1VUAIKhUWLDEoNqCjocwIKg0WLDIoNqNgPekVAobFokUFBAXX3gbbfLm4IKBQWLTIoKKDi9CVnCCrOanr2EwKKFosWGZQUUHEe6JXz/UaeU09AIbBokUFJAZVn0Lub8RsCCo1FiwyKCqgsqDsGFWNSAgqBRYsMygqoOHJ05T2wJqAAciksoMcioADGQ0ABIBEBBYBEBBQAEhFQAEhEQIFC3R39Bsvl0e8xcwQUdZjdor1fXh/7FgT0aAQUdZjdol0S0DNAQFGH2S1aAnoOCCjqMLtFS0DPAQFFHWa3aAnoOSCgqMPMFu2ydet8d2ufvW+f7ahj+4T6pg2ofOQhmES/2bWY+NZ5DTwEFHWY2aJ1A3qtvlmq++o8LI0H/1VmynbwKgJ676e4jaV9MxHQ694cg4CiDjNbtE72TBVV9Jx+Blv5t/YJ2csmoNf+a91J5APN83f6AQoaI6Cow+wWrTOMbNOmt7Nv9TO3wRD0QVfxTj1xp1P6oFt7r7540G92rVPKVnwnAgoUSWfSVvK2Lakt3bXZqpfuzYb6XfvEnRl4Pthe3pnX3rV/qLe/ZgjagYACRbJjxrvgIePWD+hDuFP0zr7gWj71YOP70D5ns3k/wmH/+hBQoEiqZ7dOFK+9rew757iSfol7uMg7jakN6L3zbPtm1/bt2YbvQECBItmAuh7Uc/6hIUUfcddDySig7omh7SNOk68JaIyAAkVSGbyOA+o+5H9imD1AL1/bFVDzgtuOgAZnRYGAAmWyAQ2ydmvaeRsG1HlWvJgR6NEIKFAkuwkfjzLVI10BVY+HvYz3gS7ZB3oAAoo6zG7R2s3wW+9xp4rBJryzgd6mNQqocxT+3hyFvzcP+D8IWwKKWsxl0ZpRoAqoM+BsH7JVvF1G54HqE5F6Atp9Hqh5oHM4O28EFHWYyaK1Q0R9yP1Wn5l0316SdK+y+RBffmmuJrptv4gD6l2JZA5IPWy5EqkHAUUdZrJovcuM2nI6x9yvt/73QUDvnSfUlUhBQLuuhQ/vVQIHAUUd5rFol3YgeGeKGdxjyZ7t2bV/1A1rR0C77sZEP/sRUNRhHot2GRZUfvXgPrxVRb3edh04b/toL4mPAtp1P9DrJQeQehBQ1GEWi3YZlHJ6nPy5GwFFHWaxaJcnLygB3Y2Aog5zWLRLAnpuCChQCOcY+sl+JgHdjYAChVhmKCgB3Y2AAmVYEtDzQ0CBMiyzFBQ7EVCgCMslBT0/BBQoAgE9RwQUKEHYTwp6Fggo6sCiRQYEFHVg0SIDAoo6sGiRAQFFHVi0yICAog4sWmRAQFEHFi0yKDSgH18uGp8/7J/Sx1pWLRYtMigooE00dTFXC+X5wPdgLasWixYZFBlQ08/Bg1DWsmqxaJFBiQHdNOG8Uo8MHIOylgEYT4EBbf78TH9A4Hrx7O2Q9yCgAMZTYEA3avwpfHo9bAhKQAGMp8CAeqPO9bC9oAQUwHgKDOjKDejGbs4fgoACGE+RAXWaSUABZFNgQNeMQAGchQIDulksbsyDK/aBQmLRIoMCA+oeeXePyB+CtaxaLFpkUFZAF/IUelPNJqXDtuBZy+rFokUG5QVUktmUV3Te7H2di7WsWixaZFBQQLdOQ2VA14P7yVpWLxYtMigroK2nF/pw/NCbMbGW1YtFiwxKDOgRWMuqxaJFBgQUdWDRIgMCijqwaJEBAQWARIUH9OnFrhNBFx1OOHMAKkdAASBR1QGNEVAA4yk8oEMRUADjIaAAkIiAAkAiAoo6sGiRAQFFHVi0yICAog4sWmRAQFEHFi0yIKCoA4sWGRBQ1IFFiwwKCqj7kR4OrkSCwKJFBgQUdWDRIoOCAioufCeg6MGiRQYlBVSOQQd9DHyEtQzAeE4VUPER7pL8OLhUTUGfvT3i9QQUwIhOEtBg7+URDdUfyJk8cwQUwGhOENCOgz/pEVwP/ih4f+YIKIDRTB/QlZ9MtS0/+BPdlabGxwxBCSiA8UwdUHnkPBwzNsPI5H2Zxw1BCSiA8Uwc0E1PKUVXj9kUT0VAAYxn2oA2G9x9mdwMO4FzJAS0WixaZDBxQP9gx/7KvySgGA+LFhkUdSL98VjLqsWiRQYEFHVg0SIDAoo6sGiRwSkD2p5Rf9SVRMdiLasWixYZnDCgK30d0nH3AzkKa1m1WLTI4HQBXdsrOXOcAdpiLasWixYZnCygn16rjfcjL8Y8DmtZtVi0yOBkAX16oU+ct1+dHmsZgPFMfSWS2d9ps/nxJQEFUIPJL+XUOzzNljub8AAqMfEmvLx5XZtQDiIBqMzk+0BFQtsbMnEaE4C6nOiO9DKh7Yn0+XaAbgkogDGd5Ci8uPtn1m4aBBTAeE50GpNIaNZrOBUCWi0WLTI42Xmgm9yXwUusZdVi0SKDE14Lvz7is+TGwlpWLRYtMpg8oO6Ro3XeQ/Bb1rKKsWiRwdQBNWd/tmPPVeaEspZVi0WLDKb/VM7g7M8VJ9JjCixaZDBtQD+9Vhvv5l5MzmM5sJZVi0WLDKa+Fl5/Krz9qvn6PxJQjI1FiwxyBDQj1rJqsWiRwek24c/iUiTWMgDjOflBpLwIKIDxnPg0ptwIKIDxnOR2dudyKxECCmBMp/xc+DNAQAGMh4ACQCICCgCJThHQ9n4iZ7ErlIBWi0WLDKYPqHMm0yL7PUFZy6rFokUGkwd0tQhkvSKJtaxaLFpkcILzQOUZoE8vxJ/ynKacBWUtqxaLFhlMHNCmm+redU07r9QjGbfiWcuqxaJFBhMHdG2vQHp60Q49bVMzYC2rFosWGUx+M5Er52t9V/p8l3WyllWLRYsMpr6dnTPaXKlt93XGbXjWsmqxaJHBSQPanga64Y70GB+LFhlMHlB3E56AAqjJxAeRVnZz3Rx+ZxMeQB0mPwpvhqCrhTmPiYNIAGowcUDFZfByg918seFjjQFUYuorkZrxpnGjLkU6bgBqrw1NeB8CCmA8k18Lbwsqxp0ioMfsAV0vfEMbSkABjOcEt7PbuJ8ptzrmSnh3OJt2gzwCCmA8Jd1QWW7/O8WU9xkdNp4loNVi0SKDkgK6iXIpkjroiBRrWbVYtMhg8hPpRzzncxVvsDc/YNBuUNayarFokcHkAR3v9p/unUmMgWfls5ZVi0WLDKYP6KIje0m8C+u1gdeFspZVi0WLDKbfhP+TsT5LjoBiBxYtMjjBPtD10efOt9iExw4sWmRwioNI8vTNEbbjOYiEfixaZHCao/CrxCsvfd2nMQ0qM2tZtVi0yOBEpzGpa4iOu4tI54n0w/avspYBGM/JzgPdjPCx8O1B/WM+ZZ6AAhjPCU+kt1eypx+VXwX95GYiAPI57ZVIq2MDuuV2dgDOxskv5RQ7MvlMJAA1KOla+BEQUADjIaAAkIiAog4sWmRQ0v1AOzy92LVDNTrpacFaVi0WLTIgoKgDixYZVB3QGGtZtVi0yKDwgA7FWlYtFi0yIKCoA4sWGZw+oEO3ukfFWlYtFi0yIKCoA4sWGRBQ1IFFiwzYBwoAiQgoACQioACQiIACQKLpA/rxpTpmtD7yEz06PtBj8N2ZCSiA8Uwe0JVK3CYpeC4CCuC8TB3QlRp1bmzxkgeh9kOVCCiAMzBxQEXzxEcXidGjLN1Rn+gh3mXQx8DHM0dAa8WiRQYTB3SlPgt+bT8CbnNEBJuCHvOxyKxlFWPRIoNpA9qMN5+rP+2wc3XEXeqbEe1Rt7hnLasWixYZTP6RHjfqT9u99TGXcq7VkDYRa1m1WLTI4GQBtR/ivjkmoEd+yhJrWbVYtMhg8k34K/XnSAE9cgjKWlYtFi0ymPwg0nP1p7sJn++TOlnLqsWiRQYTB3Sjjpo/vTDjRj0qzYK1rFosWmQwcUDFaZ9yDGqPHK2OPBPpKKxl1WLRIoOpr0SSVw+JTXbVTXFFUr4BKGsZgBFNfi18fP3l8+7XnQQBBTCeE9zObuX385jTOI9GQAGM5yT3A7X3Ucp3/L1FQAGMhxsqA0AiAgoAiQgoACQioKgDixYZEFDUgUWLDAgo6sCiRQYEFHVg0SKDye8HevTnwI07c6xltWLRIgMCijqwaJHBCT6Vk4DiBFi0yGDqfaDHfxLxqFjLqsWiRQaTH0Q6+pOIR8VaVi0WLTKY/ij8sZ9EPCrWMgDjOcFpTEd+EvGoCCiA8ZwgoEd+EvGoCCiA8ZziRPozGoISUADj4UokAEhEQAEgEQEFgEQEFHVg0SKDia+F/4Mdh9//MsMFnaxl1WLRIoPJbybSd/x9k+WKeNayarFokcHEm/CbRfeFnOImIzkukWctqxaLFhlMvQ9U3o4pHIWuFz1dnRxrWbVYtMhg+oNIK3kHO3Mt0qfX8vvnY//Yw7CWVYtFiwxOcylnKNulnaxl1WLRIoOTnMYUJDTjlfGsZdVi0SKDU50Hqrbcs9Zzy1pWMRYtMuBEegBIREABIBEBBYBEBBQAEhFQAEhEQAEgEQEFgEQEFHVg0SIDAoo6sGiRAQFFHVi0XfhHmRgBRR1YtB0W9l9F3pDis/vmD3k19ar5Y2NuK7mRl1k7t530Hvj0Wtz9fJ3/SuwzVGhA29uTDF+arGXVYtF2sAFdq3tR/K4N6N8uVEDlTXsXsq/txMEDIqD/Uz/U9xETM1VQQPV/O7f6HqMJtxVlLasWizYm1xH51Sa8G9pq8Ssv1BpkcqmDGT5g7gSkiwtj+oDKpeGMFdvtgQQ2oCu7OAcOQlnLqsWijZmAii02sdZtnIDqlUfkUVZxo0YknQ+0Q08xjs3xUTzna/KA6tiZseLxAd3opSh+LYaNQVnLqsWijahVbyvD1647YjijA6oGHxvzVbM+iXBGD4iAqnV2ne3DJM7U1AFdRWPFowPa/GneYD1wi4K1rFos2pBZ9eRqqPZdrm1A1VByZdehjXwwekAEVE3cBJjjSK6JAyr+g6eH/uof/uiAbpytiObNBv0HkbUMs2ED6ow5dAFNUp1DC+LJ5/EDYi3TSSWggYkDav5jJv4jZna5HBdQb9S5HrY8CSjmwjnw4zTRnsak1qLo83biD+AhoP2mDag7QNQ7XY4O6MoN6GbYmxFQzIUTQSd70VrkHHJvexk9QEB3mDagzdKyp42pgo4QUOf1BBTo4lVwxwg0SmLcSALa74QBFQV9PvYmPAEFOiwC8T5Quwnvr0LRAwR0h1MGtD2YN8ZBJHdYyz5QIBIGND4K7xyd8K4uih4goDucbh/oVi2aowPqvulm4Hm9BBSzEPVTdU8cIQqOJKzt8LRdnaIHCGi/iY/Cr/3/mDX//M9+ckRAhStbTecE30NnjoDWikXrigMq1xR7WaANqFyv5Fq6aq9Aih4goP1OcB6oO0TcePtjhnFPr5DvsHK2TA6dOdayWrFoHR39DMai/tnyxlXXAwS039RXIsmbwDib8Zv0gG6dhsp3WA/uJ2tZvVi0O8V3Y7KHYu2JS1edDxDQfpNfCx/efkAsm+SAmrdQh+MHX5bLWlYtFu1u6n6g7bVFwdnUKq/Pex4goP2mvxtT86/vH+dZHxvQI7CWVYtFexAdUIyjoPuBjmHgX/duubzbP8nw/xzse9PTvdEBf8NCENAd7M1EVtyPblQEdJdpAnq/vB74iuneiIDOwkrfCHnFHZHHRUB3mSagy7ECOsIbEdBZcK9vZwA6psID2vxi7Nih2nUOx6C3nyYvNQR0eewPHh0B3WVDP6dBQHc5u4A2M+QcA80X0OXy/AqKnVbhgXaMoeqAxgho/IZnEdD3F41fdU+QeXNxMfjo3Cv/LYCpFR7QoQ746y4FtRq2eXEf2YpDN9KdmeRe//EQTOm/59L9ennrfHdr3/lha9/be878NPP2O94omsu+men+G/pvdi0mvnVeo56P3zndG9HPiy+Chwgozh0B9V17WRJ5ufdD9bA0HtQkOqD+a+P3bMeL7kS3+pk2FSKgJnvX/nNbPUOdAQ0nDueyb2a6/obhXImAXvs5HjugH2Q/L750HyOgKAAB9Zh2tK1o8mKC0+bEKVObIBvQpf/ajveUiXK+dJ6Rb36vf9zWCZ1X0J6AhhNHc+ssLQwAACAASURBVNk3Mx1/w2iumufN3+7O/ckH/6vv9f5inPIRUJwYAXXdO2UT39/p0DzoEt3qIolJHrZ+QL0ptQcdojv1CrPr8l5N+qBrJIeCbQHudK38UnXvA40mjuayd2bi+Y7m6lqnVD+ga7rzn3KQJqADb2rQjYDixMoLqP2g5IQjinv+urd6jKW+uDPDsgcbDzXttbPzs2tK7d5sG+tTRnXdrs1YVX11b3Nnv1KzsvTduW/UNbE/l70zE893NFfX5u2vg1nZ+W85BAFFoQoL6Do4KWloQ/f8dU0UHtrQ3NnR5HW4N/E2DGjPlA/L8JVqUqe0D+1D9+ZN7p39AO2DOwIaTxzNZe/MRPMdz5Utajt/y7ED+urC7AL9qimg3CH61tkH2u4h1YWVj4cH7cVbfOYE9EN8UAqYwIkCuvGyl3ozkeDzAhPeavdf96HjoLdOU5DFO71dawPaM6UKzq37gO6eeVAe6XYeuXXeo31uR0DjiaO57J2ZaL7juXL+PjKazlxsR+EH9O8u/ID+8gfqadXT5vG/0g+pqL5vv/vVBxVQ+5Iv+34mMIqTBFTcOX6EgMq3cV4rb9A17OZau/+69+Hxn84s2n4cFlB9kNsM9ezhJ/PTTLzUI86BnKU7aOzcB9o5sT+XvTMTzXc8V06TxZfuj+r/pxzCD+gP1NhRBdTGUBX0zYVDXtb9Xn/3hQroKzvBKHsGgD4nCWi44Z0Y0E2Uy/jzr/bN3NEBdQ54HxhQ55i43mXpHr+XboOAuj9lb0A7Jg7nsndmugIazJUfUN+uf80BzD7Qr+yWuQroG5XJD3qT/I3u4ns9wnwlX7P4V3qz/r3TWvaJYlKnCKjI3BiXkK3i8jaD0EHvfHRAb02Von2gvQF1XqbOBN07Au16D/WazoAGE0dz2Tszg0egkwdUJ68N6Af7wKu2pG/Mxvz7NqnqHKjFQgxWxVdfmYFnyrmkwACnCKj+OM0jRXdmFtZjfqzx/n2g5jSgjoNIuwKqXtA+07EPdKn3gdpN+M41v28TPh5l+nPZOzM794EuO/aBTlJQN6B6t2Ubv6/UZvpWtvTL9nE1SRNM0cs37STNon1vRqAMPHEaJwroGLeA8T9kXtmMei380j39Z7t7fHboJryzTXyrz6cMj8Lfm6Pw9gLR8Hom/Xgc0GjieC57Z6bzPxH+XNkzoe5PEVDvaLt7YlLTyy+2ppdbE9BX7TCzWbTqgQ/s/sSpnGgTvpCAmjN27vdu4N4eGlB7blIQ0M7zQNUDzhjSOzOpM6DRxPFc9s5MPN+d54GaB6YpqBtQPeDUAXU5A86tE1DZWLFo1ZdfcRAeJ3Kig0hj7AKdfhPeXIl0v+zJon7CXrJ+2GlM8gt9fZPakvev+XnYevtgb9WcyIn67pek3yicOJ7L3pmJ5zuaq2u762Gqm9j1BtQ9Bt8TUJVRN6D2uDwJxbROEtDOseNwkx9Ecs8I6j5G7e8FPCyg7oavvri891p454x4f1a6mDcKJ47msndmOua741r4zhubHO9Cf7EroOHuzL4RqOB9SUExvdOcSP/0YoyN+O7TmAa98d6/rne4vGd81k5wZy5W2ncQyd5o5M5+75/Bae7GZGsX3Dapi32jYOJoLntnpmu+O+7GNE0/L3RBd27CBz+0bx+ofcB4dcHhJEzrRFci+dcQjXki/bD3OvR+oOpNu/JyrTu11NvA+4/Ct0kyJZMRc36acz9QZ7ioztjcNa/2jcKJg7nsnZnu+fbmSh5Pu172HNY6wiEBfRMdDIoC+sa9Ikk9oH8p4v4CYyrpSqS2mL6BHzHIB+cMdz3Rnk+5hd1+2R9Qc1K8exqTH1B71tIrcx6o3nAnoJhWSVcibd1bMU1yMxF0yBpQuRl+o57SJ9L7AZWT3KuLPvVpTO19RF5xQxFMq6QrkVpT3s4OHSYKqDrII7/eEdAPzkH4L9XjQUDNJF+GpzFdMADFtE50Iv25fBggAR1u2oDKgu4IaHRrpTiguqDmbkzODUeG7eEBBiroSqQxENDhpgnoxaEB1Wd1fmEfDwPaFtO9H6g6i4mLkTCxgq5EGgMBHW7igF7sn/YgLFpkcKKDSGPcTGQMrGVn4oKAoganOo3pTDamWMvOxMXoBWXRIoPTnEg/0g3tjsdadh4uLkYvKIsWGZzoINJY54Eei7XsPBBQ1IGA4vQuLsYvKIsWGRBQSEM/MPrT6+7FqK5z2L3HhoCiEoV9LvyxWMv6jBJQ9z+VO+5SEPZzlIKyaJEBAYU0RkCD9ziXk3+ByRBQSOuBHxDdEdC1s+0ut+TP5Nw1YDIEFNLxAd14uz7FHWTO49Q1YDrTBlTsE7vhIFIJjg5oWEzxPUNQVI6AQuoL6Mo7IrRqGrmR30cB3YTHjTZqL6h9jXrUbNxv7H7SM7rhDHA4AgqpO6D2sFA7uGxi+LeL7oCu+g482dc4H+0iX+tcoLYZ+tkCwDlgHyikzoC6h9XVaPJXXrTH6MOANjHsSaB9jfvRWPLFK/2a5t3YYYoCEVBIwSlIMmdi00F2U3whH1mZsWgY0KaNPRsW3mvaYm7UeVLm01pH+NhWFi0yIKCQugK6MVvlOo8rc6AoDGj8mdOafY2dRo1XzcBzffwWPIsWGZz2Uzmzf7IHa1mfroBaTfB0QNVIcUdA7YewBq9Z2Uyq40cqnGNswbNokcEJAuqvmnnPbGEt67PrNCZZRB3DG/PY4QFtX+Pe1LAZ0jrb8CNswbNokcPkAQ0/Ez7vwQLWsj49Ad30HPXZtQ80Cqh6TXA2hvhFUEPP9QgnZrBokcHUAW1XJr1qrnMXlLWsT2dAnaPm+wIaH4XXU5jXuO9md7M2TzZTHr9zh0WLDKYO6CrYatfHXzNhLevTFVA9ZPzs3u4D7Quos6tz60/hBjT6j6c8gb554vg9OyxaZDBxQJtVIxiXxI+cEmtZn66Ars01DwcEdBNeIBEFVL+JR1ynNMYWPIsWOUwc0HV8U7OOh06HtaxPR0CbAupcbvZuwsd3D4kC2nl1fLMN/5MxtuBZtMhh2oB23TSyGYfk24ZnLeuzM6BiW35fQOXeGechkcvgNXZEay+Db97633lb8CwhFGTygEZ7vbJetUdA+3Rtwq9U8OSxP1nBXQF1JtNH79XVS/o1cp/qjXpnp6ruOy1YRCjI5DcTiUebK24mcobCO9KL0G3c7/cHNHqPdozpnz4fPNkem3d+SQgoSkJAIXUFVH9C3GLxe6/1A7sC6p/0q5e8E1DnTKYr5zXOUUX53DR/Q2B8BBRSZ0BV8K7MZfF7Aro1g0yniY/eaRdrL67bbXsc3nxDQFEUAoppPT4+7nzeu4xTxXvqeQJGQkAxrX0BXUdb8BQUxSCgmNTj4+6CqruKtBZHBJRFiwwIKCa1M6DuByQJiyMKyqJFBtN/JlIHAjobj4+7CrrxDygtCCgKQ0AxocfHnQUVB/md63oXxxSURYsMCCgmtCegPv+XZOiPYtEiAz4TCdN5fBxSUAKK4hBQTGdQQMPtlIE/i0WLDAgoJvP4OKSgBBTlIaCYyuPjkILGu8qH/TQWLTIgoBjq0/9+/Okh0w0LKFAgAoqhDgzoY2jyGQNOrbyAmluspdzYnoCOgIACSmEBDW+6NrShBPRkon5SUNSnqIAGHyyecE4+AQUwnpICKu937hRTXuc07POVCCiA8ZQU0E2Uy84Pyt2FgAobuUH9QXz58dHuzzRfO8/rPZ7fikd+5j7S8UT7HuJdPrqPAdUqKaAd98Eb+hnJBHS7fdK7JGUtvzWlFN38RfS87KR56IN+pPMJldPG/zt9QFm0yKCggDbDzavowfWwbXjWMtvHtpDNtz9Xz3zz+E+/jJ4XnbTEBE5AgyfU0LVFQDEDBQW0GW3Gm+ubYYeRWMtE9mTtROx+Lr9v46c2u8PnVSfFCFMML3+xDQLqPvFRRXdDQDETBHRmNiZtH9tSftvGT2/BR8+LTqrdpN+apOqA+k98q1/7REAxDwUFlE34MXyjB5y6mOZ4T/tM9LzoZFtY0UUxqRNQ/4lv3H2hBBQzUFBAOYg0AvfwuNr9qZL5UX4XP2+38eOA+k84R/SfCChmoaSAdp/GFI9Kd5j9WvbRvzZIVE4dfG8Px8fPDwroz+yPIaCYgZIC2nki/bBLkWa/lj3FATUHj37a+fzhAX0ioJibkgLa9RFLz94OeofZr2Vd29ZyG15tz8fPMwIFehUVUPdWTNxMJIl75ZH2JLbh1Qn18fOl7AMFMigsoFtuZ3cccej8Q/zYz8T/up8/PKDOazMchQcyKC+gR5l9QEXa9DBxo09D+vbxn/7Zfh08f3hAbTY/ZjgPFMiAgM7MR3Pl+jf6Asz2yJG9Hsl/fkBA9ZVITzmuRAIyIKBz416vrs6DF600wQufHxDQrNfCAxkQ0Nl5ivopw/eLnueHBDTn3ZiADAoP6NOLXSeCxp+UG39m7hy/fyEj93Pn+b8wOz7j5//48fGP29eLTooPBWgeeakD2r7+b8wF9H8hXvqyeeDn5/P35Xu+n+777cjKCijfT/P933h9PsXPbx86l78/38/m++3IziigsfH/urDszUS+cXYJnMhxi/Zb//zXTf/8fxz9L3bgp5ziHBUe0KEI6JTMcX17gP90jg6oubH0dldAvxn/vwwEtGAEFKNxL6Q/9QA0ddGqz1r+1py9JfUGdMfQNBkBLRgBxXg2+fqZuGgf1afVy4DajJ00oCgYAcWYvnEO4J/WCAG1801AcZjyAsq18OiStGhlNsUXTUD/z2P0AaUxAgpPYQFdL3zcjQnK0QH9RddtAvRuiQ/O19HtWJxJ3LtZma/dt1B7PL91LtZyPibaf2Krrqz9aY7bA+IgRQX06cUiNOx+ygS0XimLVvVw2wZU3E1KbcSbgJo79P9UPRwH9Mmb5NtoGOs/LztpHvqgH+l8giu7zl9JAe28I/2gz5QjoHCYQ17qs0mf3KGmDKjzCSfm85qDgD75kzzZPanth00Fz6tPg1bkyV7ex0S7T3BvgfNXUkC7PxMp/qjjHQgorDCg9nR6HVBxTEx9YFTbxWgfqMierN3mMfgMPvNRKd7zqpMf1Juq27X8tPMJfXerDQE9WyUFlE/lxJic4Z0KqPmkZrv1be/4pzPoB3Rj0vaxneRbPUU7afS8+BlqN+m3Jqk6oP4T5v6qTwT0XBUUUD4XHqOKAxp28lu7Pa4miAL6jb3mqn3OHO9pn4meN5HuuLtV8MQ33OH/7BUU0Ga0GW+ub7gWHmkeXXrc+K33Uc+2YHrfZhhQ9/C4mkQl86P8Ln6ez5iqCgHFPD2G9N1P1Ya3/2kmOmEdAXU5k7SH4+PnS/mUUxykoICyCY8RdQdUbcSbgLondXYF9CkKpD149NPO5w8P6BMBPX8FBZSDSDAuo0cGLtqonzqMciP+4BFo17a13IZX2/Px84xAq1JSQLtPY4pHpTsQ0DpcXkYFHSugciM+3ge66d0HGt1J6UlMo06oj59nH2hVSgpo54n0wy5FIqB1ODqgcT9NGMVG/P+NjsJ/030UXuQ2uLBTPPYz8b/u5w8PqPNajsKfq5IC2hbT9+ztoHcgoFW4vIwLevQNlX/hfP148HmgXRfQf/v4T/9svw6eH/AhfSabHx8J6JkqKqDurZi4mciMTRvQj3ZA6l6JpD+42S+ZnPiDmtbW9tG5Hsl/fkBA9ZVIT48E9FwVFtAtt7ND28+woOMFtL10sutaeH1U/YO5rsi/Xl2/xTdO8MLnh3xMNNfCn73yAnoUAlqDy66CjhhQM/AM78akL1j/hRNQ50wl8w4b95vg+SEB5W5MZ4+AojSXkwf0oxNA72aeqqA/dwMa3c4+OvbuPT8ooPp+oE957vKPvQgoSnPZWdCqFy0BPVcEFIW57A5ohexpqN/wSSJnioCiMJezKag5rv+Ns78AZ4WAoiyXl7MpqHshPQPQ80RAUZYZBdQ5jYl+nikCiqJcXs6poPKEKg4gnTECiqLMLKA4cwQUJQn7SUGRFQHFHl9fXv6Gc8ur7y4vf9Qz5cf/3vfEH11+72G7/fRn3juNi0WLDAgo9mgCevl9+21/QN/1l5WAok4EFHuIgF7+2HzbG9BdQ1MCijoRUOwhA2rDd0RAJ8WiRQYEFHvIgNqNeAIKGAQUezQB/Q8/tBvxBBQwCCj2aAL6I+dIvNPJ7y7t7tHv1FlFP/Ze25RTDF79faDtH3Jgq7IaPxK+vThE9b0H8civ/3n3bLJokQEBxR4ioE3h9Ea8CaiMo9k/2hnQduv/8nv/EAX0r3/oTh8/st3+yw/dt5cB/ftLAorzQkCxhwiozJkZasqAmn62iesK6Nd6gt8KA2rJHsaP2H7qgr67/M0fejtjAyxaZEBAsYcMqD2dXgf03WX7hTlNNNoHKhIruvmd3jT3Avpj9Vrxmu5HZEm/02//zt++B84BAcUebUBF0WQfVSebEaLamNZfRQH9WhdPjCaDgKrt8q/bOsaPfGdq2WRYvv07+onzQ0Cxx9d+Mb8zA8/v+xOEAW2qqPdXfh0FVE3ZvKl6Injknd3Xqd73Xf9BfiAXAoo9VB91BW3P9O7Opnlq0OgVrhk66iP3tpMqoLqO9gn/Efe8J/X278Ij/EB+BBR76ICqYeJ3eoveDBFVBTsCqiMYncZ0QEBdwZgUOBcEFHvogKqNeBNQc3WnymMYUBVHZ4rDA+ocgyegOGMEFHuYgLYb8ScZgTrx1QgozhABxR42oHIjPt4H+t3lFPtAw/s27QsoixYZEFDsYQMqN+L/W3QU/l3vUXjd2Ogo/L6AOq/VCCjOEAHFHk5A1bVFQ88D1WfUHx5Q9zb4ZshLQHF2CCj2cAPaHh2PrkSSnfwuPNNdTCwqKI8IDQyo/EE/Vj9HnUhPQHF2CCj2cAPaXpbZdS28vnr9x/baIXN9/OXvDz2I5LzWBpuA4uwQUOzhBdQMPMO7MekL2n/kBFRXML4b0/6AOmcy/Uj9YAKKs0NAsYcfUJHNrvuBblVBv+8GVD80+DQm/YMv3UNVBBRnh4CiDixaZEBAUQcWLTIgoACQiIACQCICCgCJCCgAJCo0oB9fLhqfD/6IBwIKYDwFBbSJpi7maqE8H/geBBTAeIoMqOnn4EEoAQUwnhIDumnCeaUeGTgGJaDVYtEigwID2vz5mb7Z7nrx7O2Q92AtqxaLFhkUGNCNGn8Kn14PG4KyllWLRYsMCgyoN+pcD9sLylpWLRYtMigwoCs3oBu7OX8I1rJq9S3a5WlnA/NSZECdZhJQtHoW7XJJQTGdAgO6ZgSKGAFFBgUGdLNY3JgHV+wDhdS9aJdLCooJFRhQ98i7e0T+EAS0WgQUGZQV0IU8hd5Us0npsC14AjozyyUFxZTKC6gksymv6LzZ+zoXAZ2XJQXFpAoK6NZpqAzoenA/Cei8LAkoplVWQFtPL/Th+KE3YyKg87KkoJhWiQE9AgGdkyUBxcQIKKq1pKCYGAFFrZZLCoqJEVDUIV60BBSTKzygTy+4lBNStGiXSwqKqRFQ1IGAIgMCivN3t1ze7Z3k3/q/CGE/uwq6702BPQoP6FAEtEgpAd3vfnmdOkNAi4Di/E0T0CUBxbEIKM7fAQFNWLQEFEerOqCLDrnnCQkIKM5UeQFdmRbuvRKegFaCgOJMFRbQdZDDoXcTIaDFkAfO1acNtAF1H9mKY0DSnZnkXv/xEEzpv+fS/Xp563x3a9/5YWvf23sOcBUV0KcX0YBy2P2UCWgprr2+iYDe+8V7sKcnPahJdED918bv2Q483Ylu9TPtb5MIqInztf8c4CopoOIG9G4x5d1BB30kEgEthClaOwhssmg61obM6WfbQxvQpf/ajveU1XS+dJ6Rb36vf9zW6ScFRYeSArqJcimSOuiWygS0CPdO2cT3dzp1D7qXt3oH5q0agroB9abUHnQC7/SgVU9wryZ9UM1sdw60v2l3usP6OcBVUkBX8QZ7MwgdtBuUgBbhVo8e1Rd3Zvz3oDpmc3bt7PzsmlK7N9v0alIT0GszVlVf3Zt+bu1XtwccyMLsFBTQZrgZfwLnmo81rpBp30NbvTs7mrwOjw7dhgHtmfJhGb5STeqU9qF96N68yb1TTQ7aI1ZQQJvRZry5vuFa+Po8hAeAnNOYgize6Z2TNqA9U26jI0uqiPfOg9eypfaRW+c9rtmGR4SA4uzch1vLnVn0j+6oSzl3BFQfxjcDSXv4yfy09jX25zuHl+x+UcAoKKBsws/FIQF1jo4fGFDnyH2bUP/4vXQbBPSagGKnggLKQaS5OCCgt6adtwcH1HmZOhN07wi06z0Aq6SAdp/GFI9KdyCgJdi/D9Sck7QdFlD1gvaZjn2gS70P1G7Cc/YndigpoJ0n0g+7FImAFsE7SWnbkUXngUM34Z0tdZXF+Cj8vTkKby8Q5RpO7FBSQNti+p69HfQOBLQI5sxMVbQdAb09NKD23KQgoJ3ngaoHnJEupzGhQ1EBdW/FxM1EKqavRLpf9pycpJ+wl6zv34Q31xLp65v0USHvSqSHrbcP9laf+XS/DHfMAsUFdDvodnYxAloGe/pQeJznWu+/dBwW0HvnFfdqgt5r4Z3T54Nj94CjvIAehYAWwjtc3pFFe1Lnnb5Yae9BJHujkTv7/bX70+zdmOxg85p+oh8BxXlygtaZxWsdtaU+zrT/KHwbSnNY6M5s1Uf3A3W21tXpowl/hYuE16AsxQZ0PfT4kURAcTIXFxS0egQUmAYBnQECCkzi4oKC1o+AApMgoHNAQIEpXFxQ0BkgoKhcnkV+cUFB54CAog59i3aRZ5kT0HkgoKjDeQX04oKCzgIBRR16Fq286PfEs7IloLNRbEDTENBqnVVALy4o6DwQUNShe9Gq+86ceF4uLijoTBBQ1KFz0S4IKCZFQFGHnQE97WK/CJ30p+OUCCjq0LVoFwQU0yKgqMPugJ5yuUf9bDif3PXh4uLLvpf+afTIe/HqX3Xvy/fGe7fDvPLfAqMhoKjWIk9AQ6KBX9hv+wP6VfzEG5nfL4KHCOjZIKColf/xWfnmQw4ib8y3vQHteOJDO371Hiag54SAolZnFVAbvSEBfX8xTvkI6FQIKCoVfgJ2thl572+GDwzoTee0AxHQqRBQVOqcAvrvf2BLSEBrQkBRsKcXwYdbf3q9+KzdWA776S/6jy8Xn58qKU0Fv3xvN+KdTra7OG+cr71gvrowu0C/agoop3jr7AP94L1APh4etH/Vjn1NQD/EB6VwDAKKgu0I6G6nDqjIm8qWDagOpAzi3oD+3YUf0F/+wD9Hqnn8r37gv0m786CJpwqofUnviVQYhoCiYE5A20V7tgH95Q+coWabL9NPmcC9Af2BGjuqgNoYqoK+cc87fat+cOsLFVDnJ46yZwAEFCUrJ6BbsxGvA/qVGgia00R37QP9ym6Zq4C+UZn8oF/+RnfxvR5hvmpf80Fv1ptZeDPSwX0QUJSsoICKasmsqU6KEWR7R1v91Z6A6uS90QNW/cCr9uVvzMb8+zap5hwo8QPEV1+ZgWfKuaToQkBRsJICGnTyvT2WoybYE1D9XBu/r3R+zevemEmanyR6+cZM8t6MQBl4joyAomAyoE0MF4vnUUBX8tC787kFG/G9yqYJaPOC4DjU6FQfdb9U7+xwUARPtHRPQL2j7e6JSerltpcqoK/MMFM98IHdn6MjoCiYCGjzP3uakgno2py9pJJpJpP90AE9QT9NQNUY0Q4Yddtt33YFVE+tA+ryB5wmoKax6suvOAg/NgKKgjVV/DcvdSlFPnRAbT8Xiysx5UczmRyTqoCeop82oO1GvA2o2dfwanBA3WPwPQFVGXV+gHNcnoSOhICiYHJYKUooNs9FCVVARS5NN+VQc9WOPcX3z7c6oCfppw1ouxE/ygjUraN9fN8ItP2Sgo6IgKJgIqBtAZ/aoaUK6MaEsZlCFbXdG6q+aAO6OkU/nYDKjfh4H+iHi0P2gUab8MHBsv37QI1XFxxOGgkBRcGaPOqjRCs55oyOwjel9Iu61iPRzx9O0083oGLL+0+jo/BfHXQU3g/om+hgUBTQN+4VSeoB/W8T9xdJCCgK1gRUn43UJjIIqNhGlw+s1cEjTQT0TxaHnfJ0LCegaidk0nmgfkDji+ujgNqzll6Z80D1DyCgIyGgKJhzHmj7pQ3oxhxEEg+s3POZtvaY0olHoGoXZHQlkgzdh3i7uj+g8o1u9PuoE+n9gMpJ7tVFn/o0pi/0XHBDkVEQUBTMD2h7WEgG1Jy0tCug4gD+CU6K9AL6wR7A8a+F11e332zNtUU7A/rBvrp9vzigZpIvw9OYLhiAjoSAomB9I1A9wPzsXu0D7QroczFKPcFGvBdQM/DcBndj2qqr2b/cHhbQ6NZKcUB1Qc3dmJwbjnj/GkhGQFGwvn2ga1NGFdCufaAP29MchvcDKurYdT9Q4Y3axj4ooOGt7jsCat7Rnsb0iouRRkVAUTB1kpKwkolsA9r8vx5wqkGmd17TcxNQsaVPTJCOgKJg9jxQFcowoGJTXTxuz3dqT3fSl3KuF6e7qQgqREBRMHmsSBR07V+JtFo4V3TKcqorkfQz7rXwVzn/BigbAUXBvGvhRTHtlUiWvvjdvTbe3I3JORUfGIyAomC9d2Na6Vr+3mt7/yX/3iJq052NeByBgKJg9n6gV8Ht7NqsXrmHjzb6pNCtG1Bz3xFgOAKKOrBokQEBRR1YtMiAgKIOLFpkQEBRBxYtMiCgAJCIgAJAIgIKAIkIKAAkIqAAkIiAAkAiAgoAiQgo6sCiRQYEFHVg0SIDAoo6sGiRAQFFHVi0yICAog4sWmRAQFEHFi0yIKCoA4sWGcwuoAAwntEbNfYbjin3PzaAuozeqLHfsB5lbWWWNbeFzS5zO6HCZjdQ9MxPq6wFW9bcFja7zO2ECpvdQNEzP62yFmxZc1vY7DK3EypsdgNFz/y0ylqwZc1tYbPL3E6osNkNFD3z3h0j6wAACnBJREFU0yprwZY1t4XNLnM7ocJmN1D0zE+rrAVb1twWNrvM7YQKm91A0TM/rbIWbFlzW9jsMrcTKmx2A0XP/LTKWrBlzW1hs8vcTqiw2Q0UPfPTKmvBljW3hc0uczuhwmY3UPTMT6usBVvW3BY2u8zthAqb3UDRMz+tshZsWXNb2OwytxMqbHYDRc/8tMpasGXNbWGzy9xOqLDZDRQ989Mqa8GWNbeFzS5zO6HCZjdQ9MxPq6wFW9bcFja7zO2ECpvdQNEzP62yFmxZc1vY7DK3EypsdgNFz/y0ylqwZc1tYbPL3E6osNkNFD3z0yprwZY1t4XNLnM7ocJmN1D0zE+rrAVb1twWNrvM7YQKm91A0TM/rbIWbFlzW9jsMrcTKmx2A0XPPADkREABIBEBBYBEBBQAEhFQAEhEQAEgEQEFgEQEFAASEVAASERAASARAQWARAQUABIRUABIREABIBEBBYBEBBQAEhFQAEhEQAEgEQEFgEQEFAASEVAASERAASARAQWARAQUABIRUABIREABIBEBBYBEBHSHpxeLxrO3uefjcB9ffnafex72+/hS/Lte5Z6NAcr4dxUK+51tZ7ekX4UAAe3VruZCKSvP9tPrEuZ1pf5Zi1nLC/l33Rb3O9v8uyo3uWclFQHtY38XC/lt3Mo0nf+srov7Zy3j33Vb3O+s7We5BSWgfdZ600IMmJ7nnptDyN/Hs19vxEbb5w/b7aaUf9ZC/l2Fwn5n9eyK7otfiRIR0B5ioar/Kq7LWH3a3UlnP6crvWo381vERnwh/67b4n5nm/8wqV+AZsaL+FXoQEB7bOx/wsUI5Oy3MOTW26+d/766Zj71LK5LOHpQyr+rUNjvbPNfJj276/Of2x4EtIe7dq8KWLxic+imgIMdzlrTfHn+G26l/LsKpf3OWmXNrYuAHmBVwAbGWnSpgBXdWckLmNty/l1DJfzOGs5mSWkI6H7N4j3/kZJUwIrubKzZfWDnroB/10A5v7NbNcrPPROJCOh+ReyrkwpY0d2NtWJGSQX8uwbK+Z1dFX0WEwHdr4hdda0CVnQ3mgR0KgX9zhLQyjW/i8WsPAWs6H5AC1lxCvh39RT0O6tPpi+l9yECusemgBPqjAJWdEag0yvqd1YQ54qd/3n/nQiow1wJZ9frM/5d7JjbAlZ0Ajq5M/6d7VPumfQE1BEnaXXG2xZlBpSj8FM759/ZXuUc9AoQUEeYJLF/5ny3LMoM6Kaw80Clcub0zH9ne20IaH3ERdBlLdUCVvTSrkSSCvh3Vcr7nW0R0PqUcrMLRwEremnXwksF/Lu2ivqdLffKUwcB7VPifu0SVvTi7sa0LePfVSjrd9Y52aqg864CBLRHCbeziZSwopd3P9Ay/l23xf3Oitlt/1nNfUzLQ0B7bBaeMn4vi1jRC7wjfRH/ruX9zrZ3Wm2V8t/SEAHt5n7aQBG/jFIZKzqfiTSN8n5n7UeQlNpPAtrD/XSZMn4ZhTJW9PI+lbOMf9cSf2fbQWghJ2N0IaAAkIiAAkAiAgoAiQgoACQioACQiIACQCICCgCJCCgAJCKgAJCIgAJAIgIKAIkIKAAkIqAAkIiAAkAiAgoAiQgoACQioACQiIACQCICCgCJCCgAJCKgAJCIgAJAIgIKAIkIKAAkIqAAkIiAAkAiAgoAiQgoACQioACQiIACQCICCgCJCCgAJCKgAJCIgAJAIgIKAIkIKAAkIqAAkIiAAkAiAgoAiQgoACQioACQiIACQCICCgCJCCgAJCKgAJCIgAJAIgIKAIkIKAAkIqAAkIiAAkAiAgoAiQgoACQioACQiIACQCICikmsF9Zn9/rRT6+dbw7z8WXPK9aL5+0XTy/ED3n21n2NeOSq9z2bV9z0T7xqvn1uvtssPn+wc29fBmwJKCbiBtTWbXhAe1/x9KJ9vO2f1+lV8FND4iWmhOHEzQ9038yLpv6ZgEJAMQk/oDpYwwO6WnS/QofN9tNMuA4f6HhPU8Vo4rVIafOuagy6cQaj4kkzHAW2BBQTWTtbxasdo8Hd5HCwM4M6ZWu9+W02vMUWvXhu422JOzY26PHEzU+8ktO0M/zxpTfjTVj7dwxghggoJuEG1GRqqHbvZldA9V5MZ2t8raZc6W4203Rlux2zqhdFE6s3bia6ad/Ub/B68D5cVI2AYhJeQOUAb/DxF1m6X+ve6F+pIG/sKFOMVm/kq/QL1l0HksRehP+i5yae+OmF7KgaagYDUIagCBBQTCKIlxrpqX2gTYaa/q3Nlv160RVY8ehN917TZpx4Ff2YlXyP5qnndqp43Nu84matf1o8sR/QcADKEBQ+AopJBAHdtNvXTkD/sT3a3UyljwPFrXred9hp3bVxvpIPOj+467UyvSag8cRqE779o+MUKpNuYEtAMZEgoE0kRd2cgP6JPn3oJ6/9I/W+zoC2I9juB9f2fZrXhp1tHmrHviagwcTeQaRVHMvOH43ZIqCYRBBQtYPSBnRhv9Ajv85j5p0B7RwGqp+48s7xDANqRqk36ttoYvlcexpT52mf8XtixggoJrE3oOYgkP2qa2jXGdB1x2hV7/B0AxfFbrNQuzZNQKOJnRPpOwag3T8bs0VAMYm9ATWHwVXCnAPiW/+F8cMdo8Cmn+10fhP92Ont756A2u16ORhuB6DyVCrnXTa7rhHF3BBQTGJfQFUVu77ydAW047GNOV101wh0pSbaNQJ1p75RZ927execA/cAAcUk4oD6B5HGDajt564mxseOdgVU3kXEnHBlxqAEFA4CiknsOwo/akBXzv7T/qPwNn07jsK7P+TGXNK5stHsPLkUc0VAMYn4PFCRnUkCKnYPuLef6zsPNLy/ydWuidVt7NZ6p6l5jhEoHAQUk9h3JdJ4ARVHeZwf1X8lUkdA+ydWd3tSl4xuCCg6EVBMIroWXp8jNEJAvd2V4S1D+q+F7wjoromftz8pHIFyFB4OAopJRHdj0jeLGyOgzq5Lex6Utu9uTN7r+ybWdxGJN+E5DxQOAopJ+FeZ67uGjBRQeyWSOj0qeHL3/UDdCPZNrO8istHHvsyTXIkEBwHFJILtZRWdkQLaXtEubPwfc+P/aPvWfvScUWT37evNbeyi05i4Fh4uAopJ+AF1PmFojICauzF9eu39GHuFu1vtnQHt/gCltXtsSe0vbbELFC4Cikm4AbVDtrECqrfh3U9EsgENP2hzZ0C7PsLTvYuIfNpOveqcS8wVAUWJVpk2pLkjPTwEFCXyPtn9hLghPTwEFEXK8wHDDEDhI6Aokv7YzNPic+HhI6AoU+ft4if/mZwDCg8BRaHiT8ycmro+HjAIKAAkIqAAkIiAAkAiAgoAiQgoACQioACQiIACQCICCgCJCCgAJCKgAJCIgAJAIgIKAIkIKAAkIqAAkIiAAkAiAgoAiQgoACQioACQiIACQCICCgCJCCgAJCKgAJCIgAJAIgIKAIkIKAAkIqAAkIiAAkAiAgoAiQgoACQioACQiIACQCICCgCJCCgAJCKgAJCIgAJAIgIKAIkIKAAkIqAAkIiAAkAiAgoAiQgoACQioACQiIACQKL/DzZcXJnbIMNgAAAAAElFTkSuQmCC" width="672" /></p>
<p>Clearly three variables stand from the crowd: dinner, tea shop and green tea. They do not come close to the dimensions and dinner and tea shop even correlate with each other. All the other variables gather around the origo of dimension values and do not oppse any particular dimension.</p>
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