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<meta name="author" content="Jianghao Wang" />

<meta name="date" content="2017-12-06" />

<title>互联网地图学 — ex 1</title>


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NOjMKhUpWZWHK5LZgl9279229we2OBUX50kuVjv5QDo7PBwnsvrhWJF%2BYDIuVagZDxeFHOF1MEKbsBMEQS%2BKJjOVdXJ1BKw61EH%2BfeqSTzTz3I7ZA3Zuv%2Bwhshy3sDFL2TjctJR6n2SDsfFJ3A0I5ewXfAgugw7s%2B0XQG0SAfFVWHOEsr6TyphSHW5NHFc9J6Wa%2B7B3Dfp42HguHAUINniPlZCpQ%2Fl0CogDIrW%2F8u85iv7sGv8ZzGzYAxjwV%2FMCxTwobJQCTWU8HRPQeruaaXpRqestVdUOXso7dupeF7px4Z8%2Bed3arKFc44AIg51W9ch4kIIiUEocmSk4sBpCcj15oUDRJXYYExl37RmirrkIv55rLASYJJF%2BS3t0nopeptU%2BE%2BmLrLK%2BlPgQyid3mCBU6UP1rVz8R2n770zc%2FXf7x8s%2FNn9fvaFi3rmFHPfmMLWRP4lycho%2FjNPY4W82Os88wiJ34K4tdAIQjAOQkx8YArcM2PaAOjSZBL8uolzAJFFvGDXd8ej67P2AvKpUkOYghcnK7zl300RBcsExwzJ%2Fhbrd7GuYBwhgAIYtbTx%2F3%2Bd4klJ3gtKCQnGIz9InYZEzqG8EkjSzNavCB%2FcXYlcQshhyMsZrI6PYLWc3lOG%2FvlA4rHr%2F3uTFD3r38%2Fr%2B3fMKOke9W4oJ9G566u7au84CpOz%2Fct5R99wF7W6dIYjjnawrHIAh3hlungFOWgXoyzVKbHOr1eD19Il6vISsrrU8kSzbY%2B0QMGpdjgYh60zDTHJKHoyP4404pw27zB4o1o62gq%2BBLL299am8j%2Bzv774zj995%2FdgTOZsOfWr3rnTWPj2h8qGbo1%2FM%2F%2FkYYvmxfms7TtPrM54E7ns4vwBw0rFy%2FaNJjRRVTet31OgCBPABhongUDOCAzuE0h6gnxChToCJ1ulB0iH0jeqvscFBZotflk%2BhMQ5oJDqhrC%2Fl%2F%2FFxmAUlGYeK5Z6Jl5MDec2yJQdc%2Bl5ViNduL1avoZ805eGll04jy6COKheT8S%2BU6kQwdw%2BlW6nPpXF4qtEoBziwAye3mMnRLkqlPRLqZdQlsKxTcLghkqhzjrLL5M%2BWgUwldSkjbL1HPLrCf51d8MHbv66zu%2FmcGl5Kz0YNZ0%2Bmcf759kbEB29qGGrZiYWop2b2R9fYqnKnlWOVzqXqgNfQIB5LtRr8fQLLT7CyT0ZLaL2K0WFzU5e0TcfmojkckcgvcyhJ4pNlr8Bd63VyEhIbiGhfIBFGTq8R9lqcWB2Dl1G79Rn%2F9i8n08OU3L%2F760UX2E369YuvqVUPrI9VryFR8CXc5V%2FrYefbW7svv%2FYNdxUHv%2FOnFVQ1V8yse2Dde0UcAIY%2FzU4L0sA1FEQg3jJT0jVAJFBlqbOOrALk1dCOmkuHNF%2BmpaKOYunHhldNAlZhEyFGpz4R20C%2Bc47Vmu%2B6gqXo9lewuq5TfXrLnZORk9Ink5JjAlNwvYvJBoF8E5N8qd9nN3jrmj7mOx8OPLDXqolpgwv0zZkpuzaeTynf%2BvWjNvnr22b%2BbsfDJR7%2Be%2BcL6dQ1bXlu3CDvOWfHIMytnrhJPHt7x4L7eg%2F48%2B8C5U0euLuu%2Ff8ozr1xteHTRssdGru8V3kwfeHTMsN937%2FzksLEzFdlO5NQpNsMLWdAtnJlizzQYAAQu26AljUvWZbEQlyuJi1Ymcr8Iaal2jjKNg5qJ9Ctqx02jMyDFKHJw8TpUIvjHKhXZQlZ0%2FIwe1eO%2B%2B6%2FRVHpg2mv%2FuPbBuguPMtfKLU%2BtuXfjkIFraEVzg2tlMuZg6O57%2FvXBP1C3kZ3H9od2PPV81RMVE%2FaNAy3HEcaokRS34Ta%2BLAA8XotzQMRiizkRDVfN87X0JXae6NzkVR6Znehb6J8XL%2BY3IKovXMjn0oEDMrkmmc2iXu9yGm0DIkab6hgTZklwj%2FT6FDccpXsmn6Rjlxv%2BknyrTFMR8%2BU%2FcF9%2BDiRwh%2FUCiChwdeXD58cDhSwsRjeikNNcTo83%2F0AtP2DDKLywji1nhxSezMTjgo9eVHOy3LBbJgIQ0OsEsToiIFRHrIjI4wHOlfxEz6a4ZOTXTLq9eTjdTofW1bEH6up%2Bg5GIBDhGEr2BkRNVlMZTa%2FP3HKVyrMMKrF3H%2FKPYUAWjlGsXaRnXrxTIhrJwqp%2FbMtnphFYWIdgGoLWtddqASGuPzdA7YhNaqFZLvVJSEa48LZwUd4YSN4mJ%2Baq%2FctSSXgtmD6gf2emV91%2F9KNj38bHd9l3PX0tq19dMnzFw3OSsgsWjj%2BzqPXn0w4On3e9nZ%2BNJLYFZ1yqkQ2ITFEM5zzwyA%2B1KLJ1kVwpAjsvSTgx3S%2BrQQeiisxv5Ky%2B9kGbnqUmllmSFEhOP6%2FG4ug6C2nJQUPdSt0td36R1IFMgbsUalrqlQAbw4KK1v1BwIH%2FudKqm8NCQbeMHP2LUtVk3rv7Fb4712N3Tt%2FDeaWvZt3%2B8wA7swe6Y%2F5cvjv3I1rHJn%2BAyhLM44ODVn14%2F7bBUDpq%2Fhpxb8c388XfdM%2BrU3veu%2BTws17Pv7O79aFvzMnvxc3aaHRq8sAZX4jgUsP7CfvYntoNhGYquJiAAAKJNPAIyWLjk0ojFqENR0SwqyILNaiG9I0bRYhFECoKD518xh6iplZYz%2B5W8H0OIlBsz%2FtURB6IHmnaT7itJORvb6A94cnbjGZYvHrnSg0zENwfPGTGddQIKJwCEo9xyW8ALGdA7nO0UUg1Wn89iEGQLjwd01iRrUlXEarWAxVcVsTjAWxUBevt4QnM9%2FgxBMbluwe4SAjxpj%2FmcgN0ef3cCt2IAhVVLsR%2F7%2BTIjjZjU9PTeY1ew4I9%2FOvhn8cCeI%2FNf9BnK2Pk3%2FkZ7TF00%2B6HoquhndauXPAGAMIdb09Oqr8gOu6jFpbdQb5IDekccglHi%2FHK2DL%2B4emRymUNIE3%2BRo3WokKfbtNP37Cs0%2F7rxjQ0X2Cvs2Rex%2FNNLuysbxBB7lX3FPmdvl64rwyU44QusOVSzuj8AUTgmDuEc04FdsYcWQQ8COJyiuSoiUsFSFREct4ppwc9rSBlA%2BZuAPZTBx2Az2Uo2CY%2FhIHysic%2F1z59PI%2FdU5CtWz%2BaJB9gi9gKmYebVKZgHgMq89Bc%2Br1GJWSSDAQXQoWAyS%2FreEUlCQsTeEUKRr3B03DZmUZBwxy%2F6S%2FMZmh%2BdTYZHt5OF4oH1LKc%2BeilhJj0UhpMlAKQ6pAbjTRPxSW45Q0CbAac3asPzwaNfrY9LTuyi2ilOhUvnI8SSohNapUJK7wiAaDLZe0dMgujtHRGdt4%2B8%2FHaphRyV9%2Brq5lT1xe9nfPc0a2IrDuKQL%2F%2F9bve3DrL%2Fso%2FQj0kbVrGXCYuWZWXjUhzzD7xn%2F%2BD6GvYau8Q%2BZe8H8LUY7WK6yuVQ2KdHBJ0giCCaTTraO6LTiQaJoshJV81RgnG%2FQbydi5f%2FDYnpjc2ssZGSRrI3Ws1z7dXkYQC8NoLNxfFqVpwaNht1OotVT4GzFDJj9GrpGI15%2BJJiPpxLMg0v6dVv9AONx9jclFWuR6fyFGvI0TNxvRC%2BUjHmnkjBViRGg4Ix0Yn6RGzLWkgJZRVRDKHw1TvRrzc2NpL1J6JN5M0l0dc5snnk4%2BjCBF0QIT1soQCCJCMFzgtw3EBXxTekkO0%2B0aio0pV%2FbIp9V%2BKIgpPrUZJOFCUev%2FJSmsuNBjuVjDK1gKQgp2DnLbuZlRjwuJUAn2MY4nce4COtZjadZSsCntbhh6zRomMm0bbpo%2Bbh4oGrVQLPOume7Uev%2FBCXo1IDsUG7sFsvcaytVpDB7jBS2aqjKCdypaUI4xPzabNJKZdj%2BWvNn%2BtsW4%2FRVB2xkGeEk582NR%2FnE3ZMwaxy2guAqFp99FZ5bu%2BIXqDW3hHqvLVNiOltBiTmueJRtpW9oZgjHIE9sBOOujo9%2Bv1%2Ffvn5h%2F9Eeb77LHuYa%2B94HIt1bArbxs6yU1iIuRjEAnYqZp%2BE8erqdUBRONnA%2Bc75DE6XQaiKGAySLDuqIjKVEtavhpXmSgW%2FmlplYChutYXx7Ay7tLsRZ5PWUePGL949euKoYPr7t1HOh2jK6mdXrVC5wHaoXLBCCp%2BZp8MeAIEa%2BOqmZtns6x0xC7KTL2yZM%2BMtlRs3J6I2pViG8q258sX7OOxndrH0tpz5ki3rzuqxivyf%2FDnN%2BWMCN1SGs8yIxKS3y0aDQdYTwePVm8EMVRGzmVDK5UepkSi6cntnp2Ku8ktw20SOf5bGNm4BcRXyGdhfcfkJ9jQ7%2FVXTzl2vfEZGRLeJB94%2Fzf4%2BLjqZjFi9cuWqJwDVHIFw29ha4V6a0wSQ5BSFrGxTGvV4uH30CFSfoEoJiY4mt0CGlozy8D%2Bo5jgx%2B6jmBbwy4BEI%2B9d3rHnZ0I%2FGN%2B7usnL1ey%2BxM389WLx%2F1%2BINHRbWXfoDLjz%2B6Z07su%2BYN73vyIFFvd959sV3qtf2nfFA35F3FQw8AoDgABCGcv7JvJ7iABSRUp1epgK3CYLmFeJ5qGYSi7k3IEsbWYFQyQrE9PWqJzjM14yPj2OHrLDdhgYZZafDrqOCmQ8UpzGUuFzsLkUnVHMYs4uij%2F2F%2FcJfFxrfee3ld8QDzf2vsC8wo5nuaa44%2BMabh%2BghQAAA4XW1%2FpMcNqJgMuooCJQqiPLlrxWvQhjgF8%2F%2FSgXTwej3O6M%2FNmF1x8zWHdVaFh%2F5uU3bnwXkmg1yXz6aT6km%2BQwpyW6LRdQn2Q0U9TGTotqUGOKqNclWAjJldKcyenwSZ0h8cyc75y5CT3v2xU42u%2BnL9p6UYpSa0Nne7yy%2B1EQ%2F7PaW6%2Fdbm0N88llHNx18ic5qnrv59RXv0YUK93QAQr1q9QNhhyCJ3ORLiskXFJMvtDT5KhocAz63Yu7rj%2FPIY0oTXmKdjuAkfHg%2F60QWROeQZnI4%2Bgq5M9oX4lybrUY5GWGrIBJRpnoDiChTUeOcJmE%2BqKL%2BGCJdcNEhlrSb%2BQ6T8%2BR887zoCZJPFyv1ZQBBscZ6pWKmQyqDLKBgMIoCNwcUdUrMcuuKmVot8AvlzU6qi9roq82%2F0LSFwoaNC69OAIQGdoRMVnSRY2mRUFAYoxcJlTDIOdBSfeJRD5nMSvEEu4B%2BdkS6svyKX6HWC0A%2Bi1c2Kd5c2XRy3h0mgYbo%2F4spg%2FKNEDuCzdrMFFACSacHOUgFevPMXj5rMb9CfMoLfOrSA%2BKF5b9KyigFJCgExOMgQVJYD1TWiQQEwrO%2BG5rpVFUTC3DfaPxsA1vG9pEg3dQ8jnwV9QJea2Zv0k3XKtUKsJLHIlEqwBgjmU%2FLQUfRp9mbCwCxTjhHHZIf9OA8AILRID2BkJ%2Bs1ZoxwDW1OMStBHU83G1fm5MZ0%2B4QzhUdK3f33F8MRKk50lPCUEXzoVc4K1NnTEvz%2BRw6yqMpYkzrFSFGI7jd1ooIt4LJFRHRA24o%2F98LVH4tX7NllapJZ7zS6LZn8QVeLKsVKjrQrxv43GPPvUychyc%2FVveH0F3HR77xCrNs%2FmPDWy89tOWB3js3Y1%2Bb1GPe7Jq5dxTuORZ11TZuHC3LD00fOhwI7OVWtVZygRPSeVUt0%2BD1Wq2mVGqiGX4zmNwOu8HOhccRljzgqoiArYV5DSXF1SDB1sddEk825YBijeRQiVcrvHAqyJ5Pv%2F3%2Bk0l%2F7GwKzGzQ6Wa811i%2FqXFjfb0wlJ1jP%2FDXxwMGLpdcbNHcsTuWvv7ll29fOPPJXwAQpnMOLxWGxbIaK6VuPU3ySmaOmQ0cHDPPzVmNGM9qlJ1DHgNzu6hmOGTcZXYV9f8d8HTbUOn8QrbvuW11Tz3swiw0oRPvyPQu96Sywe9%2B2mlNGRBlVqGU88fB%2BdM97E%2BVvGCx2CV7ht%2FhtgIgmqhez9mjt1FnRYR6bscerSYTkLTqvTcUDPLPA6osi%2BJOiG7ST%2F%2Fn2W%2B%2F%2B%2BTCTLMsNCxmTzdu3Ny4evOmNS9gNlr5647tA%2Frh0V%2B%2Fmfny%2B4Gv3r54%2Bi%2BfxLF0cN44IRk6hdOTDF4jpdzqtkrxGit4uRskyaUyyqIw6paZQyiRZQ632%2B%2BJsUuivNbh53Kb%2Bx%2F2JYp%2Fe%2F%2B7qFl8eecf%2FzBk65bfb7WQLstc2AZl1GMH9v3fJxx%2Fp2pttp%2F%2Bc%2FeGrS8oUksFoBYpHVxK3cVlMjkJ4UaSuj0GvhQMgKIsVkScspUqq0GtY98IAxWmOZS1p2QNgeJSXkPW3DX3mE%2BzrxreeANH3lObN6LH8KHopW83l9G3%2B3TugmsDC9PnPNkLgEKQuYQCzplcKIVu8HC4a56vQ5YpvYtY4ESnSHIzW6Vn%2BQzd72xlLbYWV0R0nXpFDJm6XKvOqvPk5pJekVxrm%2FJekTY2T7teEU9KnHUa%2Bzj%2F8pXd%2BrzbxD1uragaVBdAqDC%2BjaAUkrJv%2FOXKcGMXmJOnbhQXF%2FF3QsHJVnf87VhB3sSqoa%2Fte5X9jf3r7FdPzMgtC%2FccNOnTtwb3ZPb6ZWdOPLzh7amPD50%2F4z8%2F1T4uVE5ICkzt9ewxXYdBbfPqVx54ddvqMauTndXFnYfmBnY%2B2PS66ypEhs2ZFOn5IO08%2FZFvfn4cEPYCCD24nnuUzM5i0nFz7dF7vEkWvcMhVEQcNgOA3q0Y7xjlCatesVT2mALbtRUfM1P06cfm%2F%2BGZhgadoWD%2FjBMnyJuLfn%2Fkk%2BjrfHXnDOow4N5XP4gWAxDYDoDjxAtAwcr9tZ3PJCDa7Ga5MmImVlQ04%2F3EwqZSIqAJJVQc3NDQ1CG3TceObXI7CJWYU1Zc0qFDaSkAubaKudSxTZAEd4Q9TqPRrNP5kj22yognrLcC1z6ISzW5xSTOhATTljhb3v2det7Zv%2FeNGZnLt9g16B6h%2BaqNHZHv0yaP8TSV89QGJTzetxgMRqNOEkSdYHeYAGw2nY7KRje1xiKGfD5zeUyFyuJsRTUiQi0bdclYkzcER73JeuD5E2zOnB07dKSgy2icydpGlxLpQTZOcjW%2FXTo9NjcO5nNT4GQCoiASQHfca2tMVBjHYVRo6SRfJQGoCAfcdruDiz%2BgdwRo66xWHrfb4RPMPm5p0302p1UPDkUPuCLEt534Igi1bHVIVIgEzfAqepHh1bRDypryyOa1DVNmblnVsDhFl79rIuIAXcHhmYdfJicWLNj3cnSLcv%2Fzx9HjQmV99dDDg8e8%2BheuMZq2cnxdUBBOApeiri69x23S22xcWW02g%2FV2ytpSV72Jmrp7m4JG6NDUt95RNPXwJ%2Bq8d0XUSWM2dhSfU9EknsU6wSyDnOwzeLgds1GbYvxvmcVylSHFilGFxE4PYRT74fKaf%2FwOTZcvobX5lZ3PPffii88%2F10Cy2I%2FswyeR%2FAFNmMfeZ1f%2F8rfzH545p1j5vdyW1apU%2B6E8nOEzCrKsS3foHJkBwQhWq7siYrXprboUaHXDzMdZ0GLBqpaeO2hPAhMUr62Y%2BgRHrThpU8Niry7c%2BPBf%2F%2Bf7yzvryabGFc8%2B6xowcMRg1kUqqh9azT5h%2F1GcNr14%2BGTWl29fevfUeYVXHNNSlVexqMKW6qHJyT6bL8OfnOK1pqalecxOp8wtv80MFRHz%2F%2BY2VT5yJ1l63Ul6r3vQ0njtQyL9GzaIW15cvXnjnI8uf%2FfJ57P0SQsajObpM%2Fd9mHXp3YunT59birloRDO2a6z%2F9T38eEzFCzE9okGOpw1ywy6zXm8wEF4DsZrB4FYtg03rc2nRkaE5IY15ZEfvjt4eRQtfaahz6rrsFoaZNlk%2FfTbaJFSenDQjlrnS6XyW1twOtIplrqLzeuZaEfHYJKq%2Frj%2F5t8pdueG5kbsG25Hfpq50%2Bj%2Fe%2F%2BtjA%2FbXzF82%2BdmN88r%2FevSPL3Z6ftEjj7Yds%2BJ13jSzsaHnpjbt7h4Uvrdr2aAH%2ByzaXLm4R1W3O7p2KO71FCCkX%2FuG7BQrwKPWJlwu3jPioEKS1%2BC0OXtFLGGbVeaCkj1xU3kqIVjV5ONWqo52xVGXhtxKNuHyEMcdA5NSJuSy17ZurRiBXdlrw2vN8lyzHQeQZdU9%2F83mRWePngiAsIOvrjKhElx8fh86ZZPJ4DS4PSaz2aZzWdVV7TFqEbMS%2F4daVmW0rJcrhBY127EvX9TPNNQl6UP7Z7zztlAZLeMO6GMSvnpozV2Dj54hp7RcjgiVau%2BHAQ0ms6hHK6jhiJZl%2BNX0NFTicIYQt7ER%2B76ptuiMte%2FtYyP4oI%2F8o0cx9iPtrx6K5UpSgI%2FWinsblz4lNc3rsZipYBZ0yQ7ubnTuxCyYK7c2A1U2Z2Rlk8LhUHSq1BmbsoRPKeSfcBbp2qSdPsY%2B3jNxsk5nLHCcaHqjg0snBF7dzc6QBZ3OvHR%2FdK5QyUaz6j5l%2B4tJbXTp7trW9eRvHClACAIIOpXGzLBdFiVAUWlxQZ3RLaD1pnQ4ngmjmhUfYgteQT9m%2FJktwFVH2Cn27hFSQLxsGO6IfhU9jUdYD0AgfL1LfHw3z%2FsVMqnHK5jB7OBLO0UHfIJCVam1GRJo46KKOdrSUrLvuwFOnfnuS%2FtYTsWfl%2FStKu2xq3cXzuCVn9wf%2Bpn87mrGy5vtC03HtkAsZ6YPCZW3yJl7RUQr6npF0P2%2F5cz0oeZ%2FksHR0%2BTL6D5y31Q6eN685sPxrixetlPl5%2FYlJxu9AFbZRbmnpqlpTq09K3F7TdV%2FbpXcPJZTfEtxCddDvj7d3EK4ZLfHjedrpx794PFH58%2F49MClCxdM44aRZaRxE%2BaPjywnw0Zg4ebdS6Xj7NzZoCl4FhAvMxuZrfluorSo0RSABN%2BtlHzx8nKeJv3cDAiV7Ijaw5Oq4OwWDQ4H8UFqqsXiE2laujso0QScEzYFFXSDxYr7U7DPVNCV5Dj2pcRw4eKhDx%2BZ%2F9jjp45OnvHwVFIePIvB49LSPRvZ%2ByPvJcsjvOq5cRenZNg4zJn2qEvdpyXVQg6tAS%2FXAzu1JvkcpuoIdVglCaojEuTngS3pjfw38rSkOlOZT8nQVNOmbD9lKoU5HFg8t2TMUz2mRrqPyi95omTcisrHK%2FsMJSfuLFn%2FUKvsVinhsvqH%2FRkZSeoOPFuKdcJwrcuYCALV8343AGpSu4xtNPOWXcZcCQNO1%2FXt0PNKk%2FGszp3Ly0IVZPfVC2Lfxb3C5ZVhQDjK7fd5dVemazjNozNTahCARxo62irVJxKnwUz4SzDKgg%2B07k9ljt9sw2apra1KOJCldLR6NAOuqD89OWHNwpPHcdniPisKChY%2BtHv7My8sX%2FFdifTO%2Bxlov4LNXXfvoH7vstCH5z462QkQypUYSDzBpV4Zzk5y6s3mZI%2BdGD1OMS3dlORL6h%2FR%2B3xOcNr6RpxJIPa5uRWkRdPQzZ6Nm29lf5Lfinl2ypuduEqQxqONXTatnD0HG9jQblU05erVU2%2B99f%2FEEzUL%2B%2F1uGTs397MxS%2B7YtDz%2FxwtzsfO%2BU4psZqMkeIVtnHNByAibW0GmBSxtctLd7iwZeNSYn1gJchaVBku9il8r9co82Ja9clCxDnKwNLs0IXQ6VLV4%2BOLx8%2BeOq7t%2FUVXVgmF14%2BYuGrN42MKqeVtnzHh627QZW8mHj01aNmxh794Lhz059ZEFD%2FCHvfj7JZN%2BN2XbM1Onbd8BiscDEJT9Fw8MDrdzWGSj0WYS9URPTS6LW%2FYmGSwW2So5HBScbqsz3UmsTqvThG7JlATlWg%2B33RHrzL7lpjuGUOGj1uaovjBEKnH2HjYCJfY6dmGv72BvYGd%2BARu7j1wgZ5vZ3Ma57Ec08RslQBKsgaxUVYkkUR726QUqUDlmFjgmiYqtbgjFLYRiI5p%2FYebmnxVpXPuF1kupUABdeGdcdiE4pdy0Dj5fmkmCgNS13E07lbRqK%2Fn1%2FmCviN%2Btt%2FWK6OGGznh%2Fs4t9I39VVFmLztSUlwuwZdCiRC2l%2FKk33lG0dHD%2FqprTbw5%2FZmTxqMV9Z8yYvelw%2FcCqjf%2F%2B6K9P9H9t4KLl7R%2BcvmJR99W%2Ff6Ggbs3LPQbRnMF1WW0mD5q1NDW4IJjSKdy5prTH%2BklDl%2BfctXrZxm5rs9r27dWuY8e8oqHTRvWb0MVZPfnuKWXOMUCwWLTQ8eKH6u5TWpiTanKAI8lnpW495N90QCAhzctKeI%2FFxVnZpaXZWcU4pzgrq7Q0K6tYnFrUrl1RYUFBYfwOQGEM7xzvEdt5hxKeSwWDXmrNT0936a1esbSDZAKH1ZRuIuCwOYjJYXKk5AWcoRQByhNPBdhblgFRMxHuG90bnN2obu8KDjc3eYHM1py5DiFU2NqhNXTQOXMWz10weE77sRWvffDZq0880vHB5vXv4PB3les1tv2D02z76xP2YNvdezD3pT3s7N497JOXhMCeTTu3t%2F2dq9X3n575qfMjIXZI%2FQ7b%2Fu6brOGD0zj0rT%2BwD%2F%2BwB3P2xr8GQKCCushU8W1OdzqUhlt5pRQDokeJazP8rQwGh88D1EYJNTvSOakf3feGku9qVGpqG4xTV8ojfbXWGSt18iYUtdZJXEnDlt0%2FedPztWvHjM%2BbtnB%2BHauecmLUlAeov2bk6HHjJkhCcGFoRIcJs1jnI2OaCgRBqd8NhFraSI%2BCBGbICTupxI21YNTrBbMkWKwmUYegHGS5WbPRiyhjVuw2EAfPVEriM1kjLsUhtexzTK9lO0kQ1%2Fdk29mzvXB9yo23qh9EHfeDXhAhJWwiKKAki0J1RCSQr20nattixUJOXfM71Bv9Hhc%2BCdeuaV3LRAIbAAjXdUoX16r7wqGgF3iOLui5Zpn1JodXKu1gsnFoi9Pi0DmtjnQHAR63E4fT4bythikCCP22ZKVVoUS%2Bhp0Bqm51Fnr%2BL2UjHz5YPXLwfRNx36B%2Bl3eeXrwWxYbNVy%2F8n%2BpGrtwd7tNtSfXsNFaLo9jTdPZ89ub%2FpXB47YrkEiRpzW3r%2BoJ09UfBJLnmAoG5dBi5LJ5U83Z%2F2GIGp7L7nGwzHPNQhS3J7yWaAKe27LkytvA6c%2FfPn39g4Oqa%2Bfun195VPX3qwLunC2vmH9i%2FoGZlTdOCgdOm3l0zdZoiv%2FGASic8yQYLAMhwBiA6Q93NqCLLub9OUmpcstOLaHGCwAsItnQvZqjyadHEUVx6cz%2B0JMt%2Bsjy645vIQH91edGont0XbPj9msiaPXiIVI2%2FNHhk35IePbMLh0yeP6V6%2FZPPA4KflKlzBqAsnGkVRaCONIPUOstxn%2FMhJ%2BnrRKMzxUmcTl2yP92s88eVhKvIfTe2KDHRmKtlyd%2F2PpPpA3vsPbRzw4w1sz%2F8snbmA6Or7%2Bw%2BpUPP8mXDl2wVvqx%2BwJu%2F%2FYmVHWb32L5q0oAeXXrkBYa2LZl5056LnkfvwhP6xD0X5YAIN3pyAOvaT85494494cnCD133dnN3O1oEqNZDegiV4IHicLJoMOhs4HS6dC6%2BLeC2ulLMRKks6LWkMWHX6XqfaELKyMnTOhsGs13PNCxJNkz%2BZ%2F0Qg6GhAeewK698pKaNLwyr2caOScrsU1mzMEJygRWCYYcgIoBopDa7TidSq4jaQa%2F8RJkG7MortqVTEvILI6Z9PL1rzacn%2F%2Fov0pY1S3t%2FraYhx5WrKDBA2ED6Yh0dqvitsEECMJuofkCEQsyAJOqq2jzatUOseZR82L1nz%2B7xMwlZzIVNAOBQIge7xQhgUfrILXa7jtog%2F71CzQq3qDNoZYbSkOzBpo31obZtOw24a8BDQx4ubWIXRk7UT9S1Kckrtu%2BbHgSEvqQKP1d3kPleHwFKDSZuX2mGBGlK3sc5EGO7FpnEzw8MXLlQ8pQsvpNv4K4ld9471NP2%2FhFAoDt1kaPi26q3zgo7lONnEnBvHfMfbr3iP964r4XTTjgzJSYsWHJ0V%2F3qF3eu3%2FB8lN07fsKwYRMeGCZM3nHw8LPP7T%2Bw%2FTH%2Bb%2FYjjwCBau4hdsY9BF%2BZRr1AgMrEoJdu5R%2F4fBhELEUxdqM72c5aTGef1%2BIQVnvjPTGxCb3wfhzek01IufGW24c%2BAOIZzq8gnCYLACAbHrsGKMNHNDV6EPR%2FosTBA8ziYuCw7Tjs%2BThseQz2CwV2Ou3PYeV9xMZBVchkAMkvnuAQM34FFf4CxEZ9KD5qXmxUIBBiM2mNMBxSoY3Sba1zpQWwlbVVwCXk5EIqmmhqKj93lzEgkm2zG3tH7IEWecP9w%2B9rGZ4ohslCYnXDUm9MGF2J0ihbnJBfkf59Rs7q4vv9Y9X1ozq9%2BdbRTwPhSMnYbk2zOnXtXqqkXKHH1tZM7NOvw5ip2e0XjzjcWDEhMjB%2FyIz70jFvcU%2FeGRvmVKrdoPJ0bltbq9R1v%2FYaDgTdn4hNzIa84ltA1MLCGETS7SCOQSAGkdoSIv86xGsg3HKMrOsQE6CUQxiaKGmtgtyAkWIwIMNxKIN5QK4xAIk3MIIVnNA%2FfAdPM%2BwIOhPaRNEtuvROycm7kHm7iMHM7wabASUqOtByowkglmHm5an5G8bOiYau9y%2FSAF7vYVQ2zqR5UUeUXdxLDtMT0SMkNXqR9Lhag0cfURpetbZG%2FAvZr2jRHOZSOkc5ztkqzrMIAf55rM9N5VmbON8PqhxBs8aRmyFqoTwG4b4dxLFrV2MQyS0hsq5DTACHylWC%2FhhXgUA%2BgFip9id54Z5wod3t1glmAKcgCUk%2BrogS11erXC6%2FJJ%2BWL8jcIsuyoNfbqiJ6Kri17tNEXW55EDWhHZV7uVhLarxnM5QhVqpNqbM3bcJ9eBf%2Bbn%2F07S9xNlt4lIyKtaWSunqyntWxHSQcba5nhhhNYrmqS%2B3jurSmJdWx7jiVLwUx3sKsmLb5bgdRi4YYhP92EMegKQaR3RIiX4PgeGy65RhZ1yEmwMdxnW4b5z7CQrQJJmEDGMEX1st6ino0mXXgy0%2B0x2rMHLeOu0ewbTh8BHua7RiLw9m2MThS2DCa%2F3fbaLyfPTsaR%2BCIsWwrAOXzv877434CJ6RAQFkZnnRvmsAPExtcAA6rqFMCF0%2Ba32f2945YHTpRoDazQHnjnES1lrm3%2BFq4%2BYgL%2Fygm0lglwc7fxSoM1BZEj3qKzovZ1zsLv1479tEH9ykddGe2jnx04rGmh6Mjpu%2F9zy%2FNwbFk68SdWpPhmOUDNr2FDyl9dMMXV699l61D26bmvgOVZjp2ZRN9qTc7xVdOrI9LlUxpXLoVMfk7Nb7fDFELp2MQKbeDOAZzYhAZLSGyrkNMgA3xlRNMtEfCbHWUTvF5CmKjOFSQeO%2FfrHjvH9%2BpMOtFUbKDBB6vWeALiC8fs96sl2LdkZoVarkRrHVH8v9lCDcaJGexM%2BzzQ42NZ9GHnuYrO3mL5LvvUdvFy4zXWq%2FB6ei%2FV%2B5Y9yQAqv0oW6R0aK94ppxcMTUAXpMJUu25YkGhw5Hbrl12RaQd5LrV3S5tj%2Bvm0xpaZCBL2vZIQjWCo6Q2%2F2lnOTKUqE%2F1UYJv5ZAOKb36Lxv32p%2BOTCrfUnn27ofnjujZq094yVz2TcPf%2Fv7%2B58IPi6dX3OnPyC0L3b917LZdPTcF8w%2F0mVQxcHZN%2BcTisqHF1YMuXO0r7Nv3562c52pXkOTnPL8TACXovgLUVWlXOH6L57V56vN2t3t%2B7FP1eajFc%2FGz689fe%2BUW3xc%2FvP58whegruiOKsCNGRZehzj%2BcwyiTQwCqAIhKbtXOVDENWdkOJQLre3tedlIaF%2BWlJTe3ghi5y4pbYNtKyK%2BAqGgV6RD66BdECyZQU%2BxzqKriLgsNtBaO9R97viBxZsNL1corarUot3Jy%2F%2BqHSkOv7bLFExMz5TiAMaaVIb%2Fwg7NmPnUc0VVb4%2Ba%2F3xO8a6Hj%2F0reqcOO967tWbwurHswpy73lz03Mt7Jg1ZtfPpwzvoK7OWGon8BOY%2F%2ByddrEUqp%2Fie%2B4eMYP%2F9%2ByRWGwjyVpav5k5sXH9%2F5MVNo2XdQ6Sw4ektO5V1zXc4lW4kzreeMU%2BJFaqnVDtxVIn1ikl8vyqRVppEbn5e21993vp2z4%2F9rD7PafGcS1R7PsEQk1d7TaLX%2FgqAo9URXolZHHYXKGOgqI3xIgApTICovZYRgzDHIa79iUMMSoA4xl6IQTg0iG84RDrHQ4OYwA4CqBbHZ9d89VRlx1zyq6euqsJ5fsnUqhXwYN5jsTttkj7YRp9eETFSj91nsfLIR0%2B9LqSttY3QmLJw6%2F3b430QyITiIlAqxdlBMcj%2FlHpUk%2B6gRVqnV4kwil39%2Be%2FsK5T%2F9sUYXdkp9n3vr4YN77ll3OW%2Bpzc8v7NpC3vppe0vPUtC7Ev2FzR%2FcQmlWcInr25%2BcGHXgtrefZ6cNHMlm8b%2BtaaRbXjh4Aku21jXgbraqmOrzaLyJC1RNqNUrt0Vk%2F1HquySb%2Fe8drD6PPN2z4%2Bp45Ngi%2Bd8fu35a9%2Ff4vtcJtrzCSkx3Wh3fS2Ph2YhR9gJVO1CD4WTPAaDTSACKjsZTifKZjMqJ%2FQQ8tX1yhOfG8nPjUN6iccXE96Pp8ejezqVFHXsFCrqot3J8iefZP%2Fq3KW8Y1m4nPwYfwOUY3tEGCUsjvv7PvxEa3orl8vQ6iZn76u47uxt1M%2Bb2Kjnf3P2ZWVxBdGcfXw7QXSpTl4Si1SnX6L2X2yaUjNt%2BDw0Xd40o6Z25NzmV4rxTJ9pvAljfYjl95r63Iuxboyetf0XbEBQGjL6zuy7cMOvu8aRRcWffLRjTHRO6DzXjNjutSq5e2KSf0PVDI8mmZuf107VNOfWz4851OeBFs%2B5ZLXnE%2FyxtZarrfrYDqw6wr2xGWIjpKsAWu%2BI2t%2BVyXex0jOkFJfNZpfsrQMOsKeYPHqqT%2BNdjB7q5euvRZPnb3oYUWsXUUomXo%2FW9JUVbx7J4HugOKR748Sz333%2Fyd8fMwk63mSElTs38OYRzF9LmyID2Efsvwpjn83sV86KdcDaFQ1NOXQi58u3ce%2FZMxo1nF6Nmgn7Y%2FTmxejV%2BpuEyuv9TaJArLfsb%2BIw6gkU6UvxFLggHe4Ot0uSrE5nKpjtqZKY4bc6eDxpBaOR51hGGj%2BVwg8UUAc4b5zk4det2ia1fWVJO2TlvZF9aafq7NnSl1EYN4y9zJ7BYRgeN5RaonxdR8%2BRfs09fmXXEH%2Becs89LqzDiTgeF3ljSZmwlZ1m55QTGn6hNi32qy1yujAU0iAXCmBQuG26zkI8nqx8t7tVlk4oDOW1Mbbh0RHvSCKixdiunWg32pIyxcyKCIieFj7YoVjVRAeseV9R9a0q5rdyvYktTFkxnyvWs%2FNzup6pu8B%2BROnrBae6djz2%2BInL0aAOq4Y%2Fe8%2BQDVf9G154buPm5xvWCb3mrjKRjN%2B7vp4xEwtQh3q8Y%2Ba0KbPYz19MYDO5tw1mkLIPz3985rOPP%2F10x9NP7wBEE68Q7pH8YFF6wGWwWXmN0KJs3CSfKkwsE%2FIgzx1QzhIE0DR3nLfB89CcmUMWLuFF2u%2BWPJGTu3C%2Bt3TBoiIAgpP5iG2lhdp%2BkEMyxSpMejflw753u9KSrHUfcfpp29njxj46a8zY3z3YPRTq3rmsqJu4b9TM2lGjps8c3qFLlw78AkQdn%2Bk78TN1N5wPn%2BSzg2gC%2FnKrZc73En4mKLYb3o4vKU6BwvQ0olRTQpJEXXkDB%2FTOLAxZRpmn39tucP%2FKjIL21tHmqcL5rLZZnbvMquO3Tl1n1aldEci5Ff%2FFEyCCePMvngykw%2BK%2FeMIh5f8VUtYgffQ49lB7%2BR0HUNTpQenhP6WBBkscHEs5y%2BQZ1WF29yx63DMUTVyicNM3RdTpRZly061Rq55Od5RisXIk%2FbGKDPGARzmLjqmfcouq%2Fe4LkcAKAEQZizSpY1khOWwS0KwXbHbQUZP2M1%2Bx3pUgbyrhA%2FvjeGG9tcNjs9M6maNnb2B4FnXTeR1Tw7TF6DZldL0ZRcHuMIs2WRn9LW10DWe%2Fei9JQJ4ELUkjOsxJ7m6%2BQYbnXvbTY2Ow6D6FHh%2F7lTTBZZSVLOtqB8g4iCCHzeZK%2BdC1Y38ymWJ3vb5SBnteXszG7cAfyXB6EYzgPBD%2FURrIP3Wr6u%2BOqQ9OmDF94qRp5JtZj%2F9u9sx5C%2Ficym8TiHvgB8gGOwAEwU4c%2FM4nELJA1RaoJelK5ZPTbBAIlYikk0WuCInpvPM3e2CJ%2B16ASv2UpGqjUBAIkMRRWhRNSeqtK6QAyGYBkJXxUyYgEkE7ZYLxAQJIVjbPWkkXx4%2BZIJRzr1gnnuT0TQ2Xp3rTPZ5kI5Hl5NZ2wZDslYJtjN4kb%2F%2BILklMTUvtHyFp1rT0tPw0qqdJaUlpzsxM6BvJlJ0W3iDhg5ZN3bwwdMsfKruRW2ZQbuRlt9evdcorVpPyolGwuJT%2FdUDsCHUKOz4AWfRHQvA065Z1snHLxtW7%2FoddaNewgZANO4LY%2Bn9OPN%2BrQSxmD80rC7ed1%2FRm9%2FpuaEacl3tH9TwUsfXIpYPVzprl6o4iBXdYT0AUtDAtYc3y%2BEuJtrjkUwGEVlI650ylKvE%2B5ABA%2FHNTwuf9lc%2BBgItUcf0%2FAgZwQedwuks0ypTyaYjSqY%2BiqLe60l3E5aIWOZ1mxPuV70toergeGwR4g0v8V2eKi0otVJZJ05xV7GHcsHQO%2B0ESk9LSjDup6913x%2FKzVKdeX9THFGzb1v5TDDfpQ45bECoJ9%2B43cBcf0nCXXr%2FF8%2F43notvxJ6rVEnqc1TWG05X9cp%2BAAQRKWiHl2Knck80KgqljCAC4Aq1QvJpPHP6XaxCImp1FiUv6pwAUXstt2Ud9NrbHGJCAsQx9ufEKktsFtJBzroOMYF9EK%2FV%2BGK1mv8PflNJUQAAAAABAAAAARmahXJJOF8PPPUACQgAAAAAAMk1MYsAAAAAyehMTPua%2FdUJoghiAAAACQACAAAAAAAAeAFjYGRg4Oj9u4KBgXPN71n%2FqjkXAUVQwU0Ap6sHhAB4AW2SA6wYQRRF786%2B2d3atm3b9ldQ27atsG6D2mFt2zaC2ra2d%2FYbSU7u6C3OG7mIowAgGQFlKIBldiXM1CVQQRZiurMEffRtDLVOYqbqhBBSS%2Fohgnt9rG%2BooxYiTOXDMvUBGbnWixwgPUgnUoLMJCOj5n1IP3Oe1ImajzZpD0YOtxzG6rSALoOzOiUm6ps4K8NJPs6vc%2F4cZ1UBv4u85FoRnHWr4azjkRqYKFej8hP3eqCfDER61uyT44DbBzlkBTwZD8h8%2FsMabOD3ZmFWkAiUs5f4f2SFNZfv6iTPscW%2BjOHynEzEcLULuaQbivCdW5SDNcrx50uFYLzFHYotZl1umvNM1tgNWX%2BV%2F3gdebi3ThTgVEMWKYci4kHZhxBie3TYx3rHbGr%2BPdo7x4dIHTKe5DFn%2BO%2Fj%2BW2VnE3ooW6isf0LIUENvZs1gf%2FLHojJwdpplCP5gn%2F5gi26FoYa19ZVFOJ6Sxuoz%2Fq2Ti20IKVJdnqvYJwnhfPH%2F2f6YHoQF30aZaK9J8T026RxH5fA%2FWPW%2F8IW4zkpnIfoFLifGB86v0ffm5nbyRs5iaHR3hNBD0HSfTzoPugRM%2BhdN0x052KoHLBS0tdgpidAiEesDsgWYO73RWQz2LWIwjqnMe%2FuYISQtlbyf2NlT9Q9PoBcBnrO6I5ELoMeyHkNnIXGdv809H%2FDXNOTeAEc0jWMJFcQxvFnto%2F5LjEvHrdbmh2Kji9aPL4839TcKPNAa6mlZUyOmZk6lzbPJ3bo56%2F%2FCz%2BVaqqrat5rY8x7xnzxl3nvo%2B27jFnz8c%2FmI9Nmh2XBdMsilrBitsnD9rI8aiN5DI%2FjSftC9mIf9pMfIB4kHiI%2BhWfQY5aPAYYYYYwpcyfpMMX0aZzBWZzDeVygchGXcBlX8ApexWt4HW%2FgLbzNbnfwLt7DJ%2Fp0TX4%2BUucji1hCnY%2FU%2BcijVB7D46jzkb3Yh%2F3kB4gHiYeIT%2BEZ9JjlY4AhRhhjytxJOkwxfRpncBbncB4XqFzEJVzGFbyCV%2FEaXscbeAtvs9sdvIv3cjmftWavuWs2mg6byt3ooIsFOyx77Kos2kiWsIK%2FUVPDOjawiQmO4CgdxnAcJzClz2PVbNKsy2ZzvoncjQ66qE2kNpHaRJawgr9RU8M6NrCJCY6gNpFjOI4TmNIn36TNfGSH5RrssKtyN%2B59b410iF0sUFO0l2UJtY%2F8jU9rWMcGNjHBEUypf0z8mm7vZLvZaC%2FLzdhmV2XBvpBF25IlLJOvEFfRI%2BNjgCFGGGNK5Rs6Z7Ij%2F45yNzro4m9Ywzo2sIkJjuBj2ZnvLDdjGxntLLWzLGGZfIW4ih4ZHwMMMcIYUyq1s8xkl97bH0y3JkZyM36j%2F%2B58rvTQxwBDjDDGNzyVyX35Ccjd6KCLv2EN69jAJiY4go%2Flfr05F%2BUa7CCzGx10sYA9tiWLxCWs2BfyN%2BIa1rGBTUxwBEfpMIbjOIEpfdjHvGaTd9LJb0duRp2S1O1I3Y4sYZl8hbiKHhkfAwwxwhhTKt%2FQOZPfmY3%2F%2FSs3Y5tNpTpL9ZQeGR8DDDHCGN%2FwbCbdfHO5GbW51OZSm8sSlslXiKvokfExwBAjjDGlUpvLTBY0K5KbiDcT672SbXZY6k7lbnTQxQI1h%2B1FeZTKY3gcT2KvTWUf9pMZIB4kHiI%2BxcQzxGfpfA7P4wW8yG4eT%2FkYYIgRxvgb9TWsYwObmOAITlI%2Fxf7TOIOzOIfzuEDlIi7hMq7gFbyK1%2FA63sBbeJtvdwfv4j28zyaP8QmVL%2FimL%2FENJ5PJHt3RqtyMbbYlPfQxwBAjjPEN9ZksqkMqN6PuV7bZy7LDtuRudNDFwzx1FI%2FhcTzJp73Yh%2F3kB4gHiYeIT%2BEZ9JjlY4AhRhjjb1TWsI4NbGKCIzjJlCmcxhmcxTmcxwVcxCVcxhW8glfxGl7HG3gLbzPxDt7Fe%2FgY%2F%2Begvq0YCAEoCNa1n%2BKVyTUl3Q0uIhoe%2B3DnRfV7nXGOc5zjHOc4xznO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Z9A7%2BtETl5RXdNNZGDm%2BvXYXWjgLDRzEhoLBAYv0%2F0NHAAAAAADBQ8CvAAFAAgFmgUzAAABHwWaBTMAAAPRAGYB%2FAgCAgsIBgMFBAICBOAAAu9AACBbAAAAKAAAAAAxQVNDACAAIP%2F9Bh%2F%2BFACECI0CWCAAAZ8AAAAABF4FtgAAACAAA3gBY2BgYGRgBmIGBh4GFoYDQFqHQYGBBcjzYPBkqGM4zXCe4T%2BjIWMw0zGmW0x3FEQUpBTkFJQU1BSsFFwUShTWKAn9%2Fw%2FUpQBU7cWwgOEMwwWg6iCoamEFCQUZsGpLhOr%2Fjxn6%2Fz%2F6f5CB9%2F%2Fe%2Fz3%2Fc%2F7%2B%2Bvv877MHGx6sfbDmwcoHyx5MedD9IOGByr39QHeRAABARzfieAFjE2EQZ2Bg3QYkS1m3sZ5lQAEscUDxagaG%2F29APAT5TwRIgnSJ%2Fpny%2F%2FW%2F%2Fv8P%2Fu0Bigj9C2MgC3BAqKcM3xgZGLUZLjNsYmQCsoGY4S3DfYZNDAyMIQAKyCHTAAAAeAGNVEd320YQ3oUaqwO66gUpi6wpN9K9V4QEYCquKnxvoTRA7VE5%2BZLemEvKyvkvA%2BtC%2BeRj6m9Iv0VH5%2BrMLEiml1XhzPdNn3n0rj6%2FEKn2%2FNzszO1bN29cv%2FbcdOtqGPjNxrPelcuXLl44f%2B7smdOnjh09crhe279vqrpXPuM%2BPbmzYj%2B2rVws5HMT42OjIxZnNQE8DmCkKiphIgOZtOo1EUx2%2FHotkGEMIhGAH6NTstUykExAxAKmEqSGMFl6aLn6J0svs%2FSGltwWF9lFSiEFfO1L0eMLMwrlT30ZCdgy8g2S0cMoZVRcFz1MVVStCCB8raOD2Md4abHQlM2VQr3G0kIRxSJKsF%2FeSfn%2By9wI1v7gfGqxXBmDUKdBsgy3Z1TgO64b1WvTsE36hmJNExLGmzBhQoo1Kp2ti7T2QN%2Ft2WwxPlRalsvJCwpGEvTVI4HWH0HlEByQPhx468dJ7HwFatIP4BBFvTY7zHPtt5Qcxqq2FPohw3bk1s9%2FRJI%2BMl61HzISwWoCn1UuPSfEWWsdShHqWCe9R91FKWyp01JJ3wlw3Oy2Ao74%2FXUHwrsR2HGHn4%2F6rYez12DHzPMKrGooOgki%2BHtFumcdtzK0uf1PNMOxwDhN2HVpDOs9jy2iAt0ZlemCLTr3mHfkUARWTMyDAbOrTUx3wAzdY%2BniaOaUhtHq9LIMcOLrCXQXQSSv0GKkDdt%2BcVypt1fEuSORsRUwgrZrAsamYJy8fu%2BAd0Mu2iYFhexjy9FIVLaLcxLDUJxABnH%2F97XOJAYQOOjWoewQ5hV4Pgpe0t9YkB49gh5JjAtb880y4Yi8AztlY7hdKitYm1PGpe8GO5vA4qW%2BFxwJfMosAk2X9n9X2cVVfnA36pzHNHJGbbITj75NTwpn4wQ7ySKfAu9u4kVOBVotr8LTsbMMIl4VynHBizBEJNVKBAfMNA9867j0InNX8%2BranLw2s6DOmqIHBIbDfQR%2FCiOVk4XBY4VcNSeU5YxEaGgjIEIUZOMi%2FoeJag4mEB3PUOweCaG4wwbWWAYcEMGKn9mR%2FsegY3R6zdYg2jipGKfZctzINQ%2FvxkJa9BOjR44W0OpTKAskcnjLTcKyuU%2FSVIWSKzKSHQHebYW9mfGYjfSHYfbT3%2Bv877XhsIwGzEUaleEwITyE2u%2F0q0Yfqq0%2F0dMDWuicvDanKbjsB2RY%2BTQwOnfvbMUhiNPFyDCRwhZhdjE69Ty6FjoOoeX0spZz6qKxxu%2Bed523KNd2do1fm2%2FUa6nFGqnkH8%2BkHv94bkFt2oyJj%2BfVPYtbzbgRpXuRU5uCMc%2BgFqEIGkWQQpFmUckZe2fTY6xr2FEDGH2px5nBcgOMs6WelWF2lmiKEiFjITOaMd7AehSxXIZ1DWZeymhkXmHMy3l5r2SVLSflBN1D5D5nLM%2FZRomXuZOi16yBe7yb5j0ns%2BiihRdlFbd%2FS91eUBslhm7mPyZq0MNzmezgspUUgVimQ3kn6ug48mntu3E1%2BMuBy8u4JnkZCxkvQUGuNKAoG4RfIfxKho8TPoEnyndzdO%2Fi7m8Dpwt4XrnSBvH45462t2hTEX4Bafun%2Bq8jIzK%2FAAEAAgAIAAr%2F%2FwAPeAF8egd8lFXW9zn3PmX6PNMnPZNJMRRDMkzmDYgZMRRDCEmMMUPJIgZEepHlRYyIiNhRUdYuS4ksy9reLDYsdOmLLC%2FLy7L2CgKrrCJkLt%2B9T2YyYPl%2BD8804J5zT%2Fn%2FzznPBQKbACSTvAEoqJAdtUhUJpQYjBJVAUrKSkIOJ1ZUOEKOUGkfV8ARiPB7E72m87WJZF58ibzhXPVE6QsAAnMufI4H9XXsUBh1UpOJSJLmQNWqNsasLkKhsrKnA%2FT1HCF9PQzSAPYtD5V5PW4lmFeIK86EcCRbObLp2lGjGxpH4%2Bf0wLkjjU3NDSNGxYSMxbSdDkzomhE1SypQalCISvniob1lDuTL7injC1O%2BMr%2FxmeJtxeRt%2FiJviJ8mmrjFOr0BJCZ3QAbkQFu0ypCZ45HcRqNJQkiT%2FLKsOO02s2Ryudze7CxVUnw%2Bv9%2BtmKTcgEEymzPRlgN2e5rHaeOXyeeiisnJFagMOSsqSkr45kL8Tr450SfM5%2Fy1V66pGvBwTV1BcYcDEX67QjQkbo8cigTplyVI2OHh%2F6zdXHO4%2BiR6SjoxMPzo8O21h2tPx7O2lmylNV%2FtY5Nwubj3fXUA%2F8BuFveBr74CoNB84V6pSnFCLhRCL7g7OijfR7Oy3FalR49AcXYRFBnsQUcgkAYO6H15j6wiAGu%2BI%2BAo6pleFDAWKJZMX%2BaImNunWOpiskIVH796ewAqEzvV9gqX9nQ4Qd8S%2F1V%2FScSM%2FrmsTP9FfNUNIvzuVlRPMFxY5PB6fY6iwsJw3%2FJIOOTx%2BlT%2BWzaR%2BxYWecrR7fWFFanqi%2F33nnn9%2Bv%2BMvXr7mk933%2Fv5Gy3PrN6yZjg7WFV1D5s2oGoh7nx%2Bk2vvTrkeDT0HKlieXvvakkfecj%2F5uKnhm6iNHRk27a6bevTL%2BclH3ulVkX3cBTJUXjip%2FCDvBiO4wQ95PB6qo%2Flen0%2BWTRpofo8nLa04mB3UgpeX5PbMLEzzKz4%2FtapOlXt5a1llpXhN7FF7r8zJ37o%2FiN15Q2XhvsE8RdajOqwFyrwFGETXr%2F0F9u9dNnZsWW9869X1azow9qe%2Fkpc7D52mPRf%2F%2FHcJFrR1npvf9sWX336EO7%2F9x7lqeUMn6frt8y%2B%2F%2FZD%2FJjzecOGEAnxvWdzjpTAzWtHbGjRhlhdMXqvLVZSWnl5kpSoChLJVtcwXSPea8vNLSrT0dEnTegyPaZIUqIlJLnSKhAV%2FpfBuhb9EbE53bYVIM%2F3S45hfiZ%2B7th8IFPHN5QuXcscms1vF8kiAZ2qBsEEEFQX7FnJDeNy%2B8nIF2JLZ7%2F77DPtk3rJhVV9vefPD%2B57CzCF98cr82%2Bs631s4%2FvbxrKPf1XjT0Iqrh%2F%2BuafTMxR%2B9e%2B%2BmxqZnxzzx5l8embstxo7PeX0Ju3DjoqYJA7C611hyd3hAtH%2FzpD5jAAVm4DM6Zjj5C5WIAIu9DuxCIB0kuvEBAKGBbSTz%2BL%2B3Qm7UZjaZqCSBqtrN%2BVQgmAMTua3joeaMhBTicTt9wULS8PSj5x58eNk9Z5c9RUrRiPte3MTKzvyHRd5Yh9vFygP4yq3JlfmyfHG%2Bso1LyP%2F5yqgRNVjuDPclRSGvk7Q%2B%2FejZJY89%2FOA5sTT7ifVb%2Bzru%2FOEM7tv0EisFhErSJGUpbrBBOOo3ms0ypVZUVc0umUyqilarYrDxpN1aJrKQuykJwvwz%2FyPMUOCTXSqlRa6CiEzJy8U4J8DWf%2FjpM%2FeeOMZeLMKpxYqbPTyx088Oz8MKtnMuFqefm4gzAKEZPpUqpG1g5qivGRSjkSKAxWo2giJRKOFCysqS4vjNhQXCAa4Bxz1HEI%2ByNlx0FBextqOk9SjezW49yhaIHbGzuBtOggKe1wgFWVapDCXbdSNt5ghfoNCgMxLA3X1v%2B%2BdV%2Beg%2FvIsdR9MJYWVcS5rISqDg%2BCuVQQLkSiTc7QoHPANIGq49dw6wi7GwgmvujZoUrrSRNsaMLqjsmfjnkYu4aU6SlJZ28xECNyqt0mMrM2pBricBidueiNS5iDcRA0ir4h%2By4yQgGJP%2FDwLVF05IQ%2BW9XLoPLou6LYoTFPCnGT0jYkaV2kfEaBok8y%2B1kkYCeeDQnIEyQI2nUrlDE3kkDT3PzsfZhXMoxZHGw2OmTRl7w%2BSpLeQoW8gexttwNi7C6ewO9hD7%2FusTaELr8eOAMA%2BA1nJtTNAj6jJKAAZEs8WgqihJRgX9wJHOkYoXkf8iwR2RiKKqRRiitWw3lYdnr30cDzNae%2F8Tw%2F1L3sS5gFALINXpKDQgmp1pQxW86M3O8aoqMTlNtTGnSjATM2tjXEgCYfS3hKyuCkFHkzBeScI6WKhFVxLuD%2BEQLt4TkOo6CU5f1drrhvrrVly%2FdspDayfe%2B8EtQx7fuJG0HcbZLyyc1r%2B5qXbojtE1xa0dt4x%2F5c31r9hA6MYtP5DrVgijoiV5Po6KKs3MBOCVStFlgez8bG57v8%2Fvq4tZ%2FGilfr8pX7VqJm1EzJQGeg3j5%2FxX8ruWMbrG4oduFyXxMEFyQlkpkMeJTvhKbCMY1j%2Fo2ykPlEmSr335KxvYPvbZydev29P65KNrX58%2Bc92zfxv6%2BKil76PnU1Sl6fe%2Bl694%2F%2FzIweMjUO1ZPnH2TU3fxqa09%2Bl%2F6OHXAQgEAaSZuhddMDiaZ1epkRAzpTKAxyVzrnGh7JLreGi7qF1VqO5WvoGQ0DwF584uo3cpz4sCBzc9T9SAQPKgoqI082X2QfxhshCzXmZ5Jmoo6MvOYAk7gCWH6cudN5%2B98oSroZZNBoRWbuEw1ygDmqI9OZ36aJrbbTPYqIFmZrldRpdFA27ONADF4%2FHXxjyKYhkRU9LgYsIJ6e%2BpgHAkGUjkgUhLSBg2N9w3IMwpylMaKScT%2Fn6efcC%2BPLN8xActmMGOhu%2B4bH6EpsV%2FyAgOoO0n9%2F%2BHnR2B5h7hr455LAPJ1%2Bwc%2B1i1AYGhXOs6eQf4IR%2BuigYUp8WSlweZTnAWFNpz6mJ2u4d60kbEPGnUwENEvUTbVJbqTCjIAQJlPo8IXEUNdQEJcCAhMvd%2Fgvy8Q3E6TmsbErv%2B%2BZ2tRuuN%2F7f1X%2BzsNyv%2FvYhoN066sbVlcRuZiq%2FiWvuP7rEb%2F7LuhyPfsFPLMffdxfMnz7%2B1fu5qEc0RPdM6QIHLo14FgCDKRFYNMiWU1MaoAsLfupYpQwobhpDby4OfkoJ4iZQWPyy9jNLm8wLSdEtUyzvBB3lwOVwbLXYqnl6U%2Bo3%2BQo%2FHnp1ttBtL%2BihOZyBQXGwBS0Z9zJIGwfoYXGwTYYlLnVeWdKFwoCSqAj0%2FLqoW8qk7kShFiku3kK9cfCPVHyDedt%2FqpeyLL06zk4uXtU1DyfXfE2fPmrng0Ccjbhg%2Bflxtq7zz3ZUzXhrU%2FO6sjqN73mrbXD2iY%2FKzm89vbBp7Y%2F3VcwaOI3vqq674XdnlYysH1Ym8GajvcgekQQFURnOzZJfFEgyCCwqLtNy6mKZRrzd9RMyrUkMdR%2BNfdbfu7DIBzCIaw0J5kS16edcXuNOdBXwbyU1J1ewxtvTOqxtHP%2F3%2BJIOl3xOz3v0nmr9Y%2Bf2d8VNjp4xrbbm7jQ5mdazJdtYzasufW2r%2B83%2FH0fEE%2B3DTXbdNum1%2BHfd4stOSZuvMURh1OXnyAPjtnsaYXeumMPAnaOwXTOb4NVYT72PqU%2BxG7xcf6mPNQAQX6%2FIUcHKmcllV1UUlBRXFZdIaYyZNUjgzJ6Rpm8u6mKrApzM0vUgYbrTrbF2SFHbS18Xa5GhSmF5P7JYqZODSiqKajIK%2FVYNEqQIEZRigFxShVFwJURhGD6JU0ZlDP443kvW7ccNSPH2abWFfCns140peoYDeNeZHHSqlRgkMcp00ViJSV30QKhkjagSue7JMQH4304%2FFkrTgKC9Tjh69VLueUScBrhFPNVAUJJTKEur6Ce0u1dCFuorNZH28UayJb2IaDjjNtKWsWmioXPicrpB365FYFc3LTU9PA%2BB2dlqdhUV2QCMFCAazGmNBl900ImaXkg7mVCR4KJVkyfpRJFR5F86oRckaXOFoe0m%2F7W6YevPVY5uWvzf1w3P7vm99YGyIHU4139VjH6ob1tLvqqpxR9u2r5m2onVI9RVXsHUX9eMTLkxQdnCc6AuVEIv2VCsq3G5XOGzt77rMZaWBtEDvNOgN0au8hkhEMg3QTPzqkVUq5feAklS7rOucMleiPU7ivc6kQtuiYCqrfNTdlVF8fxLxCKgtj3iUQC44%2BjrzOa06UfyDSESH3x2j106vnpWmTXnhlT1o%2BUfT%2Fqt9NdGau79%2FZhf73%2BexCP2T2Pz%2FZefZXez6I%2FgIyv%2FEkRs7Yf3IFpM1FG27n5x%2B%2BNQ9Q%2FotPPTGQSQBH%2FPd%2F9Yf%2Fvjjne1sx152gh0p6f3eKHwYW3%2FEZZ93sA627uCCpcfMzwj7AIC8WN4IKljh6miAWKkBQZHNZgqip6CSZLOSmpjVSs0yBZocIpTouZRiZWGortKL8gsDiITjI5Uik%2BLHJ7FXiYTziRJnywoMgWdwNFstbzxXRcbikdvy72CqiPvXAaQznI%2Ft4Idczsm9VLdbktKzzeY83vfZ7QGDlqalDY9ZNLRSTbODPb0mZneCvyYG9BLcSxY9KQVDSTe5ArmSp7voCQYwWfE4HPqnwOu4AyOYNn%2FC%2FfPZh2fjx7C84%2FaZ8xev2nXHraxT3vDKpkVrHaacdQ%2B%2B%2FxGdXTuy8Zr4NrZo3PgNgDCXI%2FUBnh9eKI36VZeLN%2BNWnxscUBNzSKpskmtiJleyNBOvSfVEKuQRD2%2B0Iw4l2BUdoTI%2BZiikBS%2B9h9OfOtrxL7aJvdiOkQOHDrc2tEs72U%2FHmW846xyGi3DSZ3j9azd1FvUDImwoz%2BE2NIBd1OtGAIdVkjTZUhOTqWTlLbMzaamUcEELnGVzAbVA0BHKleew8ew2Ng534wR8gL3Dxq5ZjO%2FxGuQP7A55A7ubrcHDnUMBdY8RLs0Mg6L5BgnAqphMiBbFWBOzKNxLAnII3zehaKqJofOXXkp5iCsitPAkbol0bqDV8RN4ijmIm4tl7zK2BLqkUsalGqFvNN1AqVkBQDQJoSl5QlZS0MVSLhaCX7P9dHD8OHKMEwKWxLu8KBdxL6ZDTbQo3e8nNquVEFemy2DIsGlmjQdbOr9BNkt%2Br%2BzlsmTu1FB3wd0z5VlnstgW8BBwKLpv9YJL5RlPdMKNOALkU1L14E93sr%2ByVfg43vTxgZtW%2FGXnd1vevKGVHafhuOnyAlyMU3AcPjDybB377rOT591Y2mUHeYJu%2FUg004jIzW%2BQJFm2GGhNrMaABoNsUijK3QmbMnfKFN2XPIHtjr%2FNdmE5uRrDZG78Xj5t2EIGAOCFiawBT%2BozgRw%2BbSAGXiPLwM0MRsr79e4NCw4Rxa5IJL6kRnJurq0bOKEZy79hDV4k7gVL5JHn1l4AdgYS%2BtfxVS0wMJpjIcRkNiOAzUBl2cq%2FUrNZoXwP3VtwpgBXF1eWAOXEQAdVfSMRDKBcx1awhYvEZm7FB7CZETKxJf4D39CN6%2FHf8XkJ6VIlly6LPUkqBVCQArccJKJUl6GXoPq6r3PD1MsbzldfSPxvRcyR3dAvmukGo9nI1bbxUPHKisdJjEQxq9QGilBcN36X0mUp6hA6Y9DpEYujXuXykscVRBpkK4wudhzbcaSC07GdfUgtRrZEms9Wzok3cw1WSi3nqklH6R3oPr8kYcedOm6WR9NMYETFagVwUFlRVM1MVW5RVLtHv11adI%2FEnAKwL1KEcM%2FJO9nv43fpSiwh81U7%2BqQGdrQtXseFv4FZvycdQPQ8%2BVKfDHgE0jgAfBZF8RpdNTGjRO01Mer6daQROSBexQQy16Hxpkj%2Bkj3BXubXE3gz1vNr%2FPlDb76Bs9nSNzaSY%2BxxdivejVP5tZCj0mP%2FOYvf4smfoAvtpHU62rkEFkhGowdsNrvdbQXBV3ZNM9TENGr%2FTSzoRn%2FZLXHoEyAo4ckJSx%2Bau%2BBBspEdYacX8yA6iCb0UGXmlKkTd504Fz8rb%2FgchAXYat0CdkjjEZynUFmSCDVIJg9AhmYypVOVEwBXRFK5UWSV22N7Ev4uHU92T9OQe%2BLX7PPaKziWzWZnfL9pJMZW1bO5OPS3LSUP1S3lg9poocvnk0ySppm8njQw8cTzu4wWMA6PAZgtFm40C%2FWaRcikzJbSWfPzuXKqQ0sxKLdfgl3BF0A82brsgaXLW7gB12EPzH7oTqxuZWvZKtp73M0Tm%2BPz4vvlDUeOLdxZwVwPk1KRVS2cQX0ce4s4n%2BRlpKcHICC7LeCGy4rdAbAELNlGX3ZNzCdRYyq%2BuhvwVHHWrRpn%2BIvGGoVFl%2FMhDadWMcJP9LZen9cr%2Bdin7JuOx%2FZeN2FqnzFL7767DtWvZu2f2TrnyermlsJrn977BC7f%2Flkz5g4srx3e8%2Borqypveeqmzf8qL%2F13n8KGgcUDKqrHbRP6FwNIYiqrimdLCgBFNBhVKlHOuxSdv3y2lARgcoLtYrOlOn53IGEMEF7k%2BdXC13JCQdThQHSbDQaX08hRhsdSYuuXVBAOtyLx4BHI6%2B6CYLnlEXbyLfYFex%2FD9zz7BAf0ztqVZ%2B7EwHn6YufCPz33%2FDraBqjXfyHBI2K%2BRonRKAOiVZYkC3BDJ%2Bq9VNpUJOaj%2BsXtVx6h57CC2dmLTMMKdPlKFXO0a4DY%2BdTwvZeN%2FqJLhrqRy8gSsx%2BT0e52yQh%2Bv2ynlszMrKwci9mcnemSzdRvt6NJiOSi%2BEtCbgo1UyM3WkiKOMKJUtMlGvCIi78nPihD2fPbzWFJ6WPdxqngfix9q9Sr9HQdwoJDth5mUy%2Fnm1hKoRixV%2FmpUJxwVT85trLi1EAa6twb%2BaS%2B9uuhNBsStmnSbVMVzTXLnPpUo6oYTYpJ0C2VLGYDkWXJqFCUkhDL9evG%2BooUZ3VpjZj8Izex59h6fnXg56wfNmF%2FDGMtC5Pi%2BGHyHdka%2F47Y4j27dJCYyF2B7wZVlZEQEERvNFFF4QqiSgVDdslOjEH5Z65AarLLowIDZAGWchEZbA%2FLwDo6mozsXBTfQUqoXleVJiZ0RugfzTJISFUVEExmlYuSRP1I0IAGUcZdOgxNpl1qFqqPbALSzPPvkbfjTVJ6vIrs30m%2FRXi%2F0ykkLWUbyWw9T7KjVgXRIIFRJlTBfN2EuvH0BNZX4iUpmc0y8bOPPmIblXMHz60Xa1gA6MDkVFt%2FZIKYnGpfnBa6sUmAHY9%2FmJhqI4S4fJ%2BQL55xoKIY%2BVYNoOZTiaaCvQtCfCFHMMy1CH34IX7GMmfKjQd%2FUoR8AzFIA%2BR3QIHeUTdBWVYkSTznFd6SVJko0DW%2BxLKLeyTRZYcwiGjADQ%2FjqVO8uP6KGOiGzmqyKN4maq1OtpHWXhja9SRIRonoRhEaJZ5K0NrOFyl%2F%2FvMAAGKNdIQ%2BqATAwK1gBjVKRVTIdwCUpB%2FrioP0XWLww7EvHPD6PGRL5ZkqbKpcLx3ptW2gZ%2Fz7GYIdmjju9pfm6E8Zq6OFTovBQvLy%2FP78LIMhaEkbFrNYZLfbPjjm5jWdnDM4JnvBk0Az%2Fy%2BZVYSeXlcUJWdMvMcN9%2B1u8h0omny9N6YT%2BhuGr1r0xzd%2BOr%2F5xbv%2FOn7T8Y9PswO%2FX3znY5MWPHHDsNfXvfono1K6rn7f%2BK3vx32E27h55MJbxwOBFVznDsUNTsjh7BvIojRg1Mw2n89szrWA2WPUFFDSh8QUL7iGxEC7mCz83SHi7H5mUeZ0aISzRVANCgTlw1AfH9d2D8WobftHX%2B7YNsMT%2BhpLLZbJM2ZOJJNvaZk%2BQ5rNdrPv2XH2t6XzFTdbPuiJ9jP3rwh0PPOXNWvWAMLoCyfoMWk2eDi6esRYymclxCubh8RkDexcM%2B%2BlZZJuOTk32SdwmnJoYkjgUBQyIf4DZqJx81Mjh9525cmTzcuHVf%2FBTQZgFvauOZFVwBH49ZIydr4kH4iQK81M2CcaDRi9Gi%2BobTZhqFy7xwIOIyi6fTTdPt5ft4%2BoT4Q%2BecShOXlPGioU%2FBLkji3iOnVPiAnZ9vHnOw9ON%2Fmw7Jv%2B1omT5kyVp7dNmDnLjWVoRx7zq9vG4YSfTjyy5vt7ViWNk9BynD61y%2BDMEKROSUpzOLKcJlOm3%2BOkzuoYFVUUVMesmuoZHFNTel5aloiry3bI3RbgrbNeR4XKwOMJ6AVAxMMtOP2GaQZcT2aVs%2B%2FY3zDt7LdoiJfID985vmNc3Qb61PyZM%2Bd3NmAPdGAahth3Jx%2B789Eel5%2B4rCjB7nSOkgMeuCKa7SZElSn1%2BqwAPhndyHVz283akJgZqJ4bgp8v7QVDiRwWFgxH9KfOeieocBWpiZ1l%2B9eu3bj%2Fufm1o2uv6ocGOq9zCZ23rKHh3ZdLPsoafsVgoKAwtzSV26sYyiEKd0SrzFlZAwZIfRwOUqzmSkGUpIHpPXr4fJFg8Kp0K1jRqlj7qv2GxYy5Eke5wr7FpDpWXFxYWDksVqi5e1fH3BkXz%2Bn4pxIOWz79gRHv0LneqJs2FQ76ewKfPao%2BpSsqEvmsj%2BykQFfCF6ZeRcGFyUQK8v26El%2F4WGzqS33OfxjpXbL2ndc3sTfYvm9%2BvP3WksHVg5tvOnmsZKGTFc2buvrNabOfa5w5%2Fdrrmura10otT%2FceNqZjJ5Xzew187smt%2F1i1bPw9We5Roeh1xYVrZ732vkM6L1UOHVlb2WcEHT5q0qRRuwBhBYC0lmeDB8LRdATw2Y0Wg8Fo9Nolp1MaEnNqJkCjR6D%2FJfU5336yUOPaKqJJEuCQeFQirWX7O%2B6YxfZjqapqE%2F61bQ958LsXt8S%2F40CwpeDekav%2Fvh0ILAPAD7lsA1jEZFcyGsFksprtJg9Rr4kR6DJ%2FZWoO7uobKtNnnyJUlrW3X3ttO14phMgLHn98yIjzPqkFgFxoY259XSt4oSTqd%2FL0JgaDT%2FNcE9PAaBctOk%2FsjOTEKYEwCRGJxwB6tajQpMDBcxoHXzN8CJbum6GLZe60066mRmnd%2BeJXN6mThXRIWPMH%2FUn%2BNdGgxLmTUKrIsmYzWa0Gg8lkN4P41WCzUcXkofbu2oTf3cjSZdpuokXRuGOyi1dx22KswGZWhYd5AffOIrF9jYxdh40sI74Et93MVivueDXr0gYPcG0ouF4DRIkAevQioLvExgPivyvuhO7qQJ5BQRgeLXS7XPrsKDMzI6PAajSaTPkuq9WRKzu46XwOzWzPRJNH7%2BG7krl7%2BOC8ePqbjJDCRIiEfKFykdziVfBd8q%2Bke9n%2B%2BuvnTGL7vy529F437Xwso%2FdL097ZwvbVXz9jOnlw3rz12%2BLfSS1Lh1%2B%2FurZpy%2BF4kfhtxYuQjGCut1tMFxHAq6vrscoOoatQFU0Xx29SyV%2FXLRG8TS0ierkyof%2BZtWWXEPbn7boC9dce3JHE5yf0pzhpostXLJYMcLnSvcYhMa9mp0Nidu8vu%2FxUrvPeVQMOCCQs6MzrxGVT5986ecr8W6dQmX3ELvzxh7swGyl%2FI6Xt6%2F70Qnv7mhfYKbbnQTS8jE7s8wA7B4LrOep1cC1ckMMn1Hl%2BRVFNlKpZmqrlcuQEq9U9hBOEwa5mQEaKzBKmSBWoSQVlTvPepDFCnPndRKFJtuemosq2GZrG9p%2FtaZv8wfaPbt58TGf7vePdSx%2Fwsv5K9SPtbB87%2FT%2Fs7H10mU722JDgM67pTN1euaIq8dIsyh%2BTpOUZ%2Bfg6PcNnz%2FZanE5V4I0FhsQsv8m6iSfIBUmS5S2dL8HBXl8ook%2BLIkFBaLdMkafPPzxZ2v7R5zsmPXeFIQMJ22e1lq48uri9oOMZ9uLa9lNYiho3Z9%2B6xqU%2FbcBDAybXN3ZFFJ3LddVEh0mcejw5BCxZZVnUS7wGFxqlMrTMRy%2BJIqpdWewrCD%2B6iu3%2Fsre97yvSbCP7xLR8SXyH1LKxZTYkqp%2F1XIZ4dpmjpLktAEU5bnchWNw5lhxTli9rcMynUdPgGPX%2BvJ2%2F2BgiqPTHK2HB5clePsGgXCkPt082oetPnbx1%2FbDrDtW395oycuG8yJd%2F3%2FXu6MZHa5Zcv2zRrf2wZn1HILfzsvKx%2Bb0rCstHz73%2B8VXN%2F8y%2F%2FJriK%2FqHR%2F%2B30LeE6xuRa8AjToRYDHa7y2UyEIfB4fWZnHbn4JjVYrfL3HVyQt3QpktOVnRhgnBcxKOXvoLpIyFPwCO6cjK3bsas9tdeeHRt8xasYDuu%2BTD4aeiNN0jGwgknTn4e%2F%2FyqK4UOT%2FGc4zM%2BcENZ1E8cDrfby3t%2Fj9NoJ7JNtumyPcmJ1sVDgItr7tQYgH%2BgrxdrpR2zt72PpSLjsXRp7XUHt5Mj8dki4Ynt%2FEpI9JkPcrlm6BV1m0GWiYgIK0G0GNEuC5llKWndDU1X%2Fx0SbTfiOtaElf%2FINyryZYexkjVJLfFF86aMXUzaumS4AZRtXEaWOMsoSyaOIVng81ETVTMyMjNzVEXJ9plMVLbbMxQ7yDqidR3RdPz2LIDSIO1WQ8wBsin%2FpGskRZpuUfew19lm7LMwJ1eRcrT7sG6R5NCsqBgvN92NPdk7uARPdt4vtTDH4m9q1lxH%2FPGvvE03jMkcer4XnuKKI5gApOW6bWqi%2BYoMaKSUSAQlGWWzQVWtfIZmMSoUAA1mj4T2S2cBqaROkYZeq3KlhdkClOu%2FmD2BI48cxZHsMWxja46fYO2kPwmyZ7A1fiy%2BDRewhcJLzK17ycs1KTC73ZrXK0koahm%2FJgob%2FpNT8no0p9XJMTHDAFyVskQJkKKvhBlTUzxHyokifvTqgNsSaw9mmBRz7n4cwoqu%2BvcfR9RErqqfl%2Bfkfr2%2FYcZNo8ic866XXnR8Z72xNZI450HXce2MIn%2BoKqkIYDYgmvQhAm8c7YR%2FMwyOoefSIULSSMJGySlCWEwR6LrOB4nC0uhAZiCmDrLp6%2B3xekDI4T38Id7D54ipCHUbcnIcfn%2BuNTMzIFGXy8qjKd9qSbTzYosp2hbbF7bnuBrm%2BREWRw08Coc18VTQ4xFQ6%2BEJhDmL2m6%2Fc%2FOZG4cpn31T3XpmM9quH32qucGAVz7Z9jEdXMUObcyzBF8xskNVg%2BknbU8BIO5gJWSlYgMK7tcIpZJMAaCyhONDYlbqCOKOo0cV29lA1ylOauB7yBN7yOHlOmgGQ75bkoI52TabW3Z7qCzl%2F3%2F2IIuHzuFynuSi2BZnlftyiBSnzxyCyzwcrImh4e0Xbhz2%2B9mfKtWtL7xTP39x26LeM2aFPyFVQ7CnuWmyw5K3EXsOrqIfh2dPY5tNjY2nGm7QTxGQIqmCtoEHIlG%2FAg4zmKnd7qNeu82mSJSaHQ5QoCRU1lYi9ElBdqqp5pwa1sv%2FRAMmELwQB0baym968pqFwxaOC99ePv7pgf89chFZcXX5l1NzcyPRii%2Bnphf8lzhBwpbiQanl0rP6Dg26zurbad4v56mukCugE0Wi7Vh7JsTasSV5lIO0dJbKBcljHAhLOdJqfN6cwad7QYchPV3OyCA%2Bn4mYMrPSXCNiBtuIGMiGNH4pGWmKygXqpwH4S8%2BePzvOII575nOCTh4R15lS69q26gmSEBt94OCr7YtF6z7vlm8b7mpdcN%2BrL%2FfHcyhjZk77c8arjmflv%2FBn9kZObzbAuFFEB4A0ST%2Bd2BztZXeaidFqTfd6iV%2FzO51ado7Fn%2BavjxnT0sDFqcleG3P6QR7xs%2BNNXUfUIJTSVqjbjT%2BpBpRfbpXXFSKawsFwiBuQbNyyZcyzs2sbcS679w9k3%2Fmvbhr%2B6qufy7sbvojGrt10dOm6WtZ5ttes1keObtl5BAjMBCYFpHXcnkW8R87TLC6j7EsnBrDZ8jIhM%2FOyYp9LSycWo2xQPZ4ctYBHz%2FYyHc11H2qb9S%2BiA4oURXyC3SM%2B0WGqPrVIoJJaFCmMXFRdbixfuGzBqEk3j1qwfGE43Pbogt%2BNn93Y9siC8v1T6%2BqnzxxRO50cnPC7BcsWhCMLly6MTZs8uu2RtlBo%2FiNtYyYOnz6ttm7aDBHpCoDEp%2BPghZnR%2F7I53U6Plce2UaYyMYkJqxeRED%2FHBp%2FidDkbYkCRuuwmm93WEFPtdgt6FMsl5xX9mtiW3kNfypcpEhAfkgPKkCfoEXdAGF7cGCBD0YAVbOGWH374gX38448%2FvsOW4BViZBv3vHrfq8eO8RdyHMhFiKNCMGoniiKGmUaJSlTVsUcEbCpFdAhyJGBIAFHnAbag8wAAgUm89lnw%2F0o5D7g2jvTvPzOzu9KCJNSFaAKEBMYHAokSuQpiY04OODjYsWxCcjbkNaluuPdyiXuaS0jHpPfeE0N68fVO%2FObSe%2B8uy39mVlqEzr76oeyi%2BbG7U3bK83yfkUZBGZwCMyKlaRaXRRTLC6E4JyfkAld4DKmpsbkrK0ttpSafxzc15nHqTVNjepQycUvmivi5NiuyMYtA0qyNo3NOVr9OFfZJmt75WUW7VMhOWtE4fsubj9zRP33SzuaW6LxFB3rWTJj4xSuvXdHyYsOAb%2Fbpj257c%2BOS5s4tvmrim7appHXPputbn8kPlVdURssit194%2FxklXdGr7p3261Hh7uKKUGH0uu2nzi8Pxya1V5qmAUYu4UfygiRwVi0%2FYrQaWIvIdGcQ4pBB7dzU9snCdpLZJF%2FSOXJNjdRPPa0uMhVd2TKurqk5Mq5FXFPXEB0%2F7ucNExvqGieOb6wDIIw7lSbR99oBPqhmvm9ikm0mm7%2Fc7yzPc%2BbV1IrpYEmnX1mlhbZglpActKMVbEo36zBrHWyifBGnSASrw44ZvIhr6bwgFCxiuH4R45HIul%2Bc91p4c3j55tf%2FfvilPddGFx5b8zJqf5X9DCi9v%2Fm10vvcrj6U09uHsg%2F0Ke%2F29invHSBfX7VJ%2BTAv99nwkcNvfNd82xjlI%2F4%2FSu%2BrLyi3%2FObXaPaLTJb0b6xlBfCX%2BDHKMLqgAOoieZk65HLlmXXU56PLK%2FRmGI2e9HQbys4GEGweShSEA0F1mAtak3BQbR1SPGxVVo3K6irbp3YM1ToJV3pGr452r7n58XnrWi6tr79h3tY9yqTy%2FKbYvMvxsYvGRLrPu%2FBCWegef0l%2BcNcmpeGP%2FqIz6oqkNPas06Fd6BEEkMAIbZHRaUaDTKd2RMKCgERqGDdkGNkrBpBGCE4XBIMoIpOMsR4lWko4kLBqJI%2BK5j8Faab66Q897w8yR4ALIR3yqYfpaPGg8hFyDSo70RG06A12%2FoayC49HL1E%2Fs9K3DL2QNXzKGb8fhTCZCCJkRZgzSkcQkogAAdYJoQTf6LXQWZQQHjx2hLz1I7pgEIaGErEHWAIzAAhaezTEW%2BS5kUqBYFHUgcViJEbamxB9uT%2FROLFE8QLBIegdsp5%2BnaSN8spKbara53ErgY4FlFnoIwadmhP5X7VaYcvuz5QHAu8h%2FcO3K%2Bs89eFTJuceP%2Bdft9utd0xUFqDpyj3kqh3K1%2BH6uhrlzX%2FZctHQEckuSNLhJG8MjPTGCNLRbwWDZH%2BFr%2F6Jm7D5hAmyIDMiQ0ZGTrbVkMkqRQ3FUq17vL06HSowmDyctbXd2N5201ln3XjW5a88G6uvnz2nLjJHWMg%2B7W0766bZL10emd02YWJ7G%2BNFAYSwiCGdcx%2BZGTqdRB35BoSomd9sMRrSZYQkAYOKeoYC8S5MM5WnxriwyfZwnAs9I2%2Fh3kG0RVlFY12UNylYiiCAo%2FgZTriVRKwOA5LAgiyuTNnkwQ4Hyucer4lJXb96j39EPHUF%2BJnjK%2F5%2BbriipGXeqiuf3np9%2B4YudA6O3jbYEQv6S2bt37Cle8be7rMBwVgcxo%2BIr4APJkRy7enY7QbIl%2FLTzVK65C8mdrvDIed4PSa5IIE5pbQ8dlABTRX6S6xu1DgHrezj3QjuuaN9%2Fn1P7N541ards5oXtJ3REgwFWsOdE%2Fb9v3W9wlu7a432i6at2N7wzOzzq6tvrAr76ePuDExYn%2BqLI0JEDyCnCdwXdyjui3uFjR%2FVNMjMIUk6ao6YiGZWHZ0i%2FDX75U5H1aEgAOK2LmrkhkxmMUmXJFnOsjrBQR%2FdrXNlOGl7yiCq4Y2Z%2BzTTkbYwT8qwtv73xo0CxS6XhZtDZ7WvpVaAD0ZnlC6fNWF%2Bvigy%2Byj67YoVdz%2FPrAF7Z8wo%2F9mM65SDUhQQLFSOCbslO2RAIOJINwsiAoTMFr0emUykKWYSWc8XiHtk4gMlbe5qgAb7UsMIa0IFwu6bbumd0PqX1%2F72IW5Tjkmn%2F3QfCVmPHEWCwiKd8Cj0e7KGEUURmUU6Ebk1RiCQCHSypSLhfEr%2F%2B2Eqe2hQsaNeALBCVcRlNjI7Fh1Y7Gaz0W60ySYW9pXNXt9QQI0EXB1%2F3PjAIiZPQYprQ3RWgnr3Xd88KXuOu%2FGW5v7s6Kwj6xc5btOZJpzh7hmf2cktXDiKGxPRSYI8MjopD%2BWfMDoJeePRSb4QbvyciNkVzReismdxFD2z4Oyi0vHr6MwOwnTUfEt8ic9KPBFjIvYqgzhkDw%2FxTGK3kxc9YlKPgt969IarH3%2FwwP4nFG9dY%2BPEiY2NdULbnf0v3Hr7wAu3dHR2dnTMm5cy6s2OlKZTy49OL2AW1Ib01FNiGh70BD7YIdHEB79%2FOej1B9UBL%2B6NL0aoFonqQehRdg4ip%2FLxIFqsSMPn2KuMXYbaUNsyJZw1fMrGrnIA6Qpa2n5Y%2BTuAYvg1fgUA6eAP5Nrjj4L8IMFW%2BuJUVye0D51Au5h8T7W6B7CZSZlyNlXeJ75ClUs8XEnM8as%2BEb9qmXpVwDBeWUH%2BLLTzNU5DpKiQug4YJk0jh0pMoyDbnI1lQp0JPk9rzJdhoRy8xZvKwaN4g9Cm5HHsnddbrUub3bCVWHLF4ldiF1wYPjM27aFzzp37w3lvHP3F7rOrUcnw6jY6d1dT86yJ4eiY0sOnTO6%2F%2FYLru%2Bj0cyyamXhHhoZU2lu3GPuhiOexHiQ0HfQPYqfoh9HVJ1B0w2%2F%2FheIgzFQV2SMV52iKgYTCOlIxU1N0cUXaQwR7uWRYkxbXSNDfPYvXhpfEa4MpdD7OPtrg4sg4yUbMNmIRLCjNZEJsvgbgEETRbiYUvqb4syENGQkj%2FJFkkzkxTAQrMmlscsKiQLvUAAeUNb8G7yQ062PCs0QKkEYsI9rR6nzH9imOvcoLeLew9%2FghbKIUT%2BhoLlq5jiPvcYqZDnXNrC6WKXZGjNP8%2BVlGYAXOBfY556p5%2BZaodTT0KC89ZE%2BUXqqiG9pSFPdShT1JcXDoO1XhHnmNmZqia%2BgnXgMYFag1wGbucZ7cAJnQGCmivUCW3ep0GlBamtthAIqVWwGovcRJi9eKLYy8TgmP0%2BBgddahWmkscQqUlpiPo4MhBwPPA1tV5FzFz7cKwm9%2Bd%2BCzzzahATIdd1Du%2FG5GoOPWnR9%2BofQoyl1qHsRXeDuriLez36eUA%2BdUeTlUxtt7N1fgvJMpulHDv1AchOdUhXek4hxNMZBQZI1UzNQUXVzB2vvoeGkj2IAMglnogXTIjaRLBGTZYORGZXcgqMUn8260FqnLBlSM7lL%2BuB%2BVocqr6Rhetkf5tfL7vfj3qKxH%2BSMavZf%2B%2BVuaSiUAhD7DLeIHkgA2yIZCCEdyXJ4cuz0tB9LAW%2BTMK3Ab3QxXJQWpdOWImbyK8arGGFaJqpEG2V2IO%2FyqihEFV1Wm94Xts3tnv8iA1RevaL1x1sDRP56CjrR2UWL1%2FZBiOG0%2BWqzyvXWXXHDpANrEwNWGNfM3DSi%2FfHYJ%2Frbsp%2B8e6j5uKR4aUmlIXgO18Vocrdaz1uOkKrqR6V8oDkKPqsgfqZipKbq4gr0RJcl9kqDwq4yNv3kb1KtYuCSJSmbrqZpIDiOjjbIoSpJTMDbFZEdTTJAFWdIRyZowKGrdjOZBjePIDroW0tZGwh2UUz1yNcPaH1CQ4fikjst3rbt0NcHv%2FagMUij5c2Vc18rz5%2FNZJM3JfMkD1dAaGU3tegXFxQDlWSZTbXkgUGPKKtBBcbEui2SWhkqnxEIQcFgyozFLwnGq7ZUx0g03TH%2FaTYLqcnOkuuX8iaFL8zhXsVAn4a3SSDRSWl1%2FRVfoo3fmXTau%2BubIbfnTo2vnNjQ0TVjXsWQjbb4%2BhL9FfuGvkV%2BcNqai1JldVTJn7srmu%2B7JLfy6KLhqVGhcaeOylsh5lbWnl49r6TrnKPVMv%2FLO%2FazH5ASbVEBr5VQ%2BUtQfAPb2jbbEazY1vfvCE6Xna%2BkHfxhi6RUj001a%2BkAasPTikemClt4lAX%2B3T%2BGCYcUDmqJ%2FlKrwqwogTCEpQjeUQBBOgS2RydU1JDM%2FP2g3GoNBuabG7%2FGMKZPlsC%2FfW50fjVVXsyDp7OxQNJZtNo6aSoF3p%2BS0NFDHPHgbYiBJgQZGv%2FERLZmZ0t5q6wkJKnqMhzBz8MufZG0ZXsZRzHYYrWJk1TDShwoZfiVWbn2rce4L19%2F03NdfPRtr2nHzvKc%2Femdx%2Fd3LDyM4XkaJq%2Bcfm%2FbY8bqFq1fv6FyOvX%2B1oHvwefbOru7Y0zcz5q91cn3Tq52bInXKZx9RCGvWp8UlOEsQzpxD6T%2F05acLVrNap952xtZhP0xWx0%2B0iY%2BfnCrjtT1FbQ2389oqStRWanr34n%2BeflDP00eNTBe09C6rWpeVidoeugYAvcGv8LTaXynTgF0DGRLXuBwA%2Fy5J0T00eaRi6JdU8UmS4qDyuqqwJBTvUMXlkqApuriC9Vdu9UkSBIfk5fPVpZGx4MYuV46oJ%2BkEY0tOTnr6qEKLpcQNmZh%2BSJ2ImdjppB56CnnSKS02%2BRpiJifBU2MEnYC8izsQ2clwI9I%2B1YYLf3Gtkw8SVgdtm4XAwyNdtX46hDAvXCL2GCmnN3ZetuitjjuuvUr5%2F0PfKX9DwuFDDfpT17zfga0rz19x8fIFq84TXdXF99Wdtr1n%2Fm5lz4fKh8pLyPrJR8gyV%2Bhdtuva4%2FMv2Lj1ih27%2Blg74MwMf2tPV9%2FaEPAZUHI97ucl3KK2k5t4PReeOJ319ZfAyRW8pRiS%2BgUt3aSlD6jpeSPTBS29y6C2pIDWK8yCw0JYeIl7wbKhNGJ1pqWZBQEIyYUcNwVKAXHz0vPBYdBQiw8WTxJRTWOGj2%2BK1tf%2FPFpXNzVaf2ojO%2BKOwcEvTpva%2FPOG6c1EmNrUMqWhpRkIfcaHKAN0OZ81eEfOGnzxWQOjb0jBFAZx%2FC%2BzhmCNsJ9hQWsvOLVn0n5GBm1eUrt%2FzK5jR21o%2FOiJKy9AhwzKa%2F6alefjSoYJlXV2dVyL7IwUqpp%2BQes1ytH2RjTouvnWlnFKMOP2oSGVpeD1c2ZST4ByefGmpvMavgVOruA1XMnTC0emC1p6V0B9A0u1np977PkV5qi9zXh%2BBQ8XJOgmziYWsLhqD%2B1vHQZzli2Dxi8VWsCcbXDIRM6dEpOdxEnL%2BCQocxLLTDtnDWdWTT4Wyh0nAU7ot8Herhf%2F%2FuZLf5xv0ulUfvGjOONEDrXMYEgzK%2BCtE9qVsXpQVixvbB7mnLQ8CVqeut5Qc%2F0zNdcJKk9oH6byMk5M5VGJGk2mO108BE7wQmekxuJwGFF%2Bvs6WAeDL0umKLHa6drMgI7HQX0YznaWSNBddcwhCLotpRQ5tBcd%2BThplmiAy%2BBMMx2M6XcOLuERnVGvx%2B3WnH9vn31Wm9Cv3oTPQhPGbvaRDW9Q9dstdd%2FXVrfR7t8jpaBvqQuejTSZZXeCR145%2B8%2B1PDivZbnPyN%2BhT3SphMXhgNARhQWRMoMKEHQ6%2FX19RkWu3V%2BXr9aEchzvgiMYCATCbfxaNmc3YJNDOmfLEZnDT4VwQvFNiQupwHj45Cp00iOdT56kG4bniI7dDo6KTeT2fSk%2BLtyhf7dl5pPfHLSgb4QUvT7nsi2%2BR%2BbhTt2fL%2BU90tDx99FwN5Pu4fbWMBnC3%2FZprdiD9%2FciByqY1XcvYaf26naXlbOCeHGf7BhavuJhFHD0h%2FFXwSAVgZP0Zi5ozAMh6jE0ZWF4vsh39sg5pyx2NKqQzEZ2XGU%2BdFNAgrdc1Ne977elTUafn6kbhr2ed0XJ29tMLqh5sYBENqFX4M4lKD8Q9ehmS1eqmkUWyR8ay7CDxvRTYHVKNZ7qk8YhEdy1YcOklCy%2B67Pqa0tKaiorSGvGlCzavv%2BiCDZu7ykKhsrKqKkDwa%2BHPgkEygQuqIm4KNEUEQjLdBhvobPTrYvM6MzavFyCQ9fpZmoNENQebXw6qkISXvbF5mNVHiE23yjF6xRM27knfvXTUtKZoET%2B%2FfAk7F%2Buray7vKyjOr%2BKHAr4bGHqI3IN7%2BG5S%2BAS7SU0nbeih999Xlbp%2FqtQllG7Sj%2Fp4jIw7kiaIOqTTySBou5KZB5gLq7jGWhvCumKTs7N6sN5L%2Bp1zkG2h8t3HkHQFCVwRmQhIknSCRC8wvD8WUrffQHtNwbWDkz3iI84XlPdRySFI3luLeVIwEfnuWhIEtNuffHstwOzeZBl%2F%2BgzwRczUIGsiggSSZNFlkHRtI0Z%2BoT8E%2BbOoWSnwxY%2FoUzVPdILhSZyRP8ezp2Vz%2BE4SGJn%2FndpNDXwrMFMaMYjsRi%2BqN9Luoz60qB5QH885cqO31JNM8Ua1DBJFgVlJkOt5SRihMGIaeQcIpN7Ap91gROGgt0eWkkvbi2wunXrfKIyCdLA9wszuRplAgHssUq3uc6%2FavnXvvku37cGf9hzou3r%2FLbcAELbTizQXhfm75mXsYF6m6kEvys4gbKuXAofMQuS5LUhtbJnmP9AJy8gdX3yp56m7v%2BAps89kZzPacGPqPmctKUf%2BVkA7vpHbtCsijrgDV9RLQAg9pa0JI9VZmsxW0W%2FVN5vqlE12xKZeO24nRzp2bfoHPRPEf7z2SBs4vvHEBm8ApCxj83oe25YVSSeAEcaCFtqW8B8j5EX48mN%2F%2FIKMjge2AeK7BW0S%2B6EYdkQaJaL3%2BXI8RW5ntmywWIrSafaLika5cnP12dklBpdLzpRy83Knx0heRt66PJxOMvMy82yFPiiEabFCndlkMzXHbNp2YiNNoxZenyxzKUghO%2FCtQOhvro%2FH5DgKdA420DrVfS4oWELdb%2F7qWvq7BuL7XXhXXu9CVyrtGKN5yj0hZNq9ecn93ynPj9q6VMBLtvjQpG%2Be6ps7ebnwys5f3ucNFDzwTXgIxqK0Tx5wFVff9zVyT%2F%2FQ4%2BXsWgfzjp%2B0n6MTYDbdHRriMbs%2FSh7wQyNfQ04lboD45x8nfd7MPgcMBhzF34tPQRpYGbthFXUmWnBEBixim90k62TJikTRaiW6PJLPDTwBLSYu4RpNwn%2B8DhpfWI1CfA%2BzWrZnHP5%2BzefKBrTh0zXKHkmuzliH39q3rwfXHT%2FUN3Nu1gWuZ9Wn05u0pyuGRuJWn14KAMTT4QTpzcPp0q6k3PF0dS8BvtMDAcsjIIiIQGKXQLYPAt8FgTU2uvZ8EQDruB3sL%2FEV7krVDmZIWNNupYoPkxTdQ3NGKoYYgS4mKQ4q76sKS0JxHADfqZupKbq4gq9wuaT6%2FwCVeR0IAAAAAQAAAAEZmiehT9dfDzz1AAkIAAAAAADJQhegAAAAAMnoSqH7DP2oCo0IjQABAAkAAgAAAAAAAHgBY2BkYODo%2FbuCgYGr9zfPv0quXqAIKrgJAJZXBsIAeAFtkQOsGEEQhv%2Fbnd272rZtG0Ft27ZtW1G9dYMiamrbZlgrqN17M89K8uVfTna%2FoRs4AwCUGVBCU0zQl7DAlEIZWoPOfhXUs0BbVQAL1CG0ZepQd9STPdUW9dQ61FGN%2BU5LpOW1pswUpmU0hZj%2BTGOmWnQ2lPNyV2rEoO%2FA%2BmUw0CwATG8cNjkwyXzEYZrG9Of5NUyy%2BXBY7Q4Hm9a8tgCH%2FWU4bOcwPfmsjc7GvDcYPWk7StjU2G8qAf5xwHQE6D%2BzHRXUbqzi96bmrEQNEeim4V965jWnB%2Bho0sNRHnTn7E5H0V3nQAlaAGsawqkxWKfGhDPoO2Ts%2FGdwsk5fIecd011vh9O%2FOaegHO9toBWAfYLM5JBSxvoNquliyEeDvUucbeXvMd55vIqRtTGMJTnzAkP5bdnsXvTX6VGOPkbfYe%2ByRgh%2F6xHoLms6QDmmlvyFPThTB2PEtbczfMbr3XUu1JD7fmqUjaYre68jzpPD3wJIH6QH0RyQ5L6Ui%2FGeGFqDOZLiPj7iXnpkDsKJ5%2BTwO3LmEe8JYecb2fcazoXMC%2FEd4z0J7EFS3MdH3EuPJJX07gom%2Bff4%2FDMcpS1ee85bBLQNGO84cgiqPerpVcghUBEeK%2FS1jzBBfUZbwUv5X%2F7bkOlslqCEwJ5TBw4lBFsBJdRuHA4vYk%2Fown8RLYvLrQAAeAEc0jWMJFcQxvFnto%2F5LjEvHrdbmh2Kji9aPL4839TcKPNAa6mlZUyOmZk6lzbPJ3bo56%2F%2FCz%2BVaqqrat5rY8x7xnzxl3nvo%2B27jFnz8c%2FmI9Nmh2XBdMsilrBitsnD9rI8aiN5DI%2FjSftC9mIf9pMfIB4kHiI%2BhWfQY5aPAYYYYYwpcyfpMMX0aZzBWZzDeVygchGXcBlX8ApexWt4HW%2FgLbzNbnfwLt7DJ%2Fp0TX4%2BUucji1hCnY%2FU%2BcijVB7D46jzkb3Yh%2F3kB4gHiYeIT%2BEZ9JjlY4AhRhhjytxJOkwxfRpncBbncB4XqFzEJVzGFbyCV%2FEaXscbeAtvs9sdvIv3cjmftWavuWs2mg6byt3ooIsFOyx77Kos2kiWsIK%2FUVPDOjawiQmO4CgdxnAcJzClz2PVbNKsy2ZzvoncjQ66qE2kNpHaRJawgr9RU8M6NrCJCY6gNpFjOI4TmNIn36TNfGSH5RrssKtyN%2B59b410iF0sUFO0l2UJtY%2F8jU9rWMcGNjHBEUypf0z8mm7vZLvZaC%2FLzdhmV2XBvpBF25IlLJOvEFfRI%2BNjgCFGGGNK5Rs6Z7Ij%2F45yNzro4m9Ywzo2sIkJjuBj2ZnvLDdjGxntLLWzLGGZfIW4ih4ZHwMMMcIYUyq1s8xkl97bH0y3JkZyM36j%2F%2B58rvTQxwBDjDDGNzyVyX35Ccjd6KCLv2EN69jAJiY4go%2Flfr05F%2BUa7CCzGx10sYA9tiWLxCWs2BfyN%2BIa1rGBTUxwBEfpMIbjOIEpfdjHvGaTd9LJb0duRp2S1O1I3Y4sYZl8hbiKHhkfAwwxwhhTKt%2FQOZPfmY3%2F%2FSs3Y5tNpTpL9ZQeGR8DDDHCGN%2FwbCbdfHO5GbW51OZSm8sSlslXiKvokfExwBAjjDGlUpvLTBY0K5KbiDcT672SbXZY6k7lbnTQxQI1h%2B1FeZTKY3gcT2KvTWUf9pMZIB4kHiI%2BxcQzxGfpfA7P4wW8yG4eT%2FkYYIgRxvgb9TWsYwObmOAITlI%2Fxf7TOIOzOIfzuEDlIi7hMq7gFbyK1%2FA63sBbeJtvdwfv4j28zyaP8QmVL%2FimL%2FENJ5PJHt3RqtyMbbYlPfQxwBAjjPEN9ZksqkMqN6PuV7bZy7LDtuRudNDFwzx1FI%2FhcTzJp73Yh%2F3kB4gHiYeIT%2BEZ9JjlY4AhRhjjb1TWsI4NbGKCIzjJlCmcxhmcxTmcxwVcxCVcxhW8glfxGl7HG3gLbzPxDt7Fe%2FgY%2F%2Begvq0YCAEoCNa1n%2BKVyTUl3Q0uIhoe%2B3DnRfV7nXGOc5zjHOc4xznOcY5znOMc5zjHOc5xjnOc4xznOMc5znGOc5zjHOc4xznOcY5znOMc5zjHOc5xjnOc4xznOMc5znGOc5zjHOc4xznOcY5znOM8XZouTZemS1OAKcAUYAowBZgCTAHm3x31O7p3vNf5c1iXeBkEAQDFcbsJX0IqFBwK7tyEgkPC3R0K7hrXzsIhePPK%2F7c77jPM1yxSPua0WmuDzNcuNmuLtmq7sbyfsUu7De%2Fxu9fvvvDNfN3ioN9j5pq0ximd1hmd1TmlX7iky7qiq7qmG3pgXYd6pMd6oqd6pud6oZd6pdd6p%2Ff6oI%2F6pC%2FKSxvf9F0%2F1LFl1naRcwwzrAu7AHNarbW6oEu6rCu6qmu6ob9Y7xu%2BkbfHH1ZopCk25RVrhXKn4LCO6KiOGfvpd%2BR3is15xXmVWKGRptgaysQKpUwc1hEdVcpEysTI7xTbKHMcKzTSFDtCmVihkab4z0FdI0QQBAEUbRz6XLh3Lc7VcI%2FWN54IuxXFS97oH58%2BMBoclE1usbHHW77wlW985wcHHHLEMSecsUuPXMNRqfzib3pcllj5xd%2B0lSVW5nNIL3nF6389h%2BY5NG3Thja0oQ1taEMb2tCGNrQn%2BQwjrcwxM93gJre4Y89mvsdb3vGeD3zkE5%2F5wle%2B8Z0fHHDIEceccMaOX67wNz3747gObCQAQhCKdjlRzBVD5be7rwAmfOMQsUvPLj279OzSYBks49Ibl97In%2FHCuNDGO%2BNOW6qlWqqlWqqlWqqlWqqYUkwpphTzifnEfII92IM92IM92IM92IM92IM92I%2FD4%2FA4PA6Pw%2BPwODwOj8M%2Ff7kaaDXQyt7K3mqglcCVwNVAq4FWA60GWglZCVkJWQlZCVkJWQlZDbQyqhpoNdAPh3NAwCAAwwDM%2B7b2sg8kCjIO4zAO4zAO4zAO4zAO4zAO4zAO4zAO4zAO4zAO4zAO47AO67AO67AO67AO67AO67AO67AO67AO67AO67AO67AO63AO53AO53AO53AO53AO53AO53AO53AO53AO53AO53AO5xCHOMQhDnGIQxziEIc4xCEOcYhDHOIQhzjEIQ5xiEMd6lCHOtShDnWoQx3qUIc61KEOdahDHepQhzrUoQ6%2Fh%2BP6RpIjiKEoyOPvCARUoK9LctP5ZqXTop7q%2F6H%2F0H%2B4P9yfPz82bdm2Y9ee%2FT355bS3%2FdivDW9reFtDb4beDL0ZejP0ZujN0JuhN0Nvht4MvRl6M%2FRm6M3w1of3PVnJSlaykpWsZCUrWclKVrKSlaxkJStZySpWsYpVrGIVq1jFKlaxilWsYhWrWMUqVrGa1axmNatZzWpWs5rVrGY1q1nNalazmtWsYQ1rWMMa1rCGNaxhDWtYwxrWsIY1rGENa1nLWtaylrWsZS1rWcta1rKWtaxlLWtZyzrWsY51rGMd61jHOtaxjnWsYx3rWMc61rEeTf1o6kdTP%2F84rpMqCKAYhmH8Cfy2JjuLCPiYPDH1Y%2BrH1I%2BpH1M%2Fpn5M%2FZh6FEZhFEZhFEZhFEZhFEZhFFZhFVZhFVZhFVZhFVZhFVbhFE7hFE7hFE7hFE7hFE7hFCKgCChPHQFlc7I52ZxsTgQUAUVAEVAEFAFFQBFQBBQBRUARUAQUAUVAEVAEFAFFQBFQti5bl63L1mXrsnXZuggoAoqAIqAIKAKKgCKgCCgCioAioAgoAoqAIqAIKAKKgCKgCCgCyt5GQBFQBPTlwD7OEIaBKAxSOrmJVZa2TsJcwJ6r0%2F%2B9sBOGnTDshOF%2BDndyXG7k7vfh9%2Bn35fft978Thp2wKuqqqKtarmq58cYbb7zzzjvvfPDBBx988sknn3zxxRdfPHnyVPip8FPhp8JPhZ8KP78czLdxBDAMAMFc%2FbdAk4AERoMS5CpQOW82uWyPHexkJzvZyU52spOd7GQnu9jFLnaxi13sYhe72MVudrOb3exmN7vZzW52s8EGG2ywwQYbbLDBBnvZy172spe97GUve9nLJptssskmm2yyySabbLHFFltsscUWW2yxxX6%2B7P%2BrH%2Fqtf6%2B2Z3u2Z3u2Z3u2Z3u2Z3s%2BO66jKoYBGASA%2FiUFeLO2tqfgvhIgVkOshvj%2F8f%2FjF8VqiL8dqyG%2Bd4klllhiiSWWWGKJJY444ogjjjjiiCOO%2BPua0gPv7paRAHgBLcEDlNxQAADArI3Ydv7Vtm3btm3btm3btm3bD7VvBoIgLXVVqCf0ztXT9dzd3j3cvcX90CN5Snmae%2Fp45np2e356gbeH94HP8Q3x3feH%2FX38NwJwoHigQ2Ba4GBQCK4NfgxVDE0OnQr7w1nCI8P7wi8jdqR4ZGzkRDQSLRmdH%2F0UqxTrEVsbux%2FPHe8b3xh%2FlgglzESJRJfE6MS6ZChZJzkj%2BRouCA9GJKQuMhI5hsZRHR2A7kZ%2FYZWxldhtPDPeFd%2BIPybyE0OIy2SIrEy2IneSX8mvFKB6UpfodPQYeiOTjmnK3GOzsCPYpexaLjdXiRvBHeJ%2B8BX5Lvxe%2FqOACmWEnsJ60SsyYjqxiLhE3CoeE6%2BLL8RvUlRqJXWThkszpJXSbjkq83JaOZ9cXm4gd5IXKZACK4qSSSmiVFWmq0lVUtOr%2BdXyagO1oxbRSM3UsmnFtOpaC62nNkqbo7M60HPppfXaemu9j77X4IwUI49RxqhrtDWOGzeM92Y985lFWWWtcdZia4d10%2FpiU3YZu6%2B91j7rME5xp5szGVAgDcgBioDhYDpYDjaDE%2BAmeAW%2Bp8R%2FA5ajfCcAAAABAAAA3QCKABYAWAAFAAIAEAAvAFwAAAEAAQsAAwABeAF9jgNuRAEYhL%2FaDGoc4DluVNtug5pr8xh7jj3jTpK18pszwBDP9NHTP0IPs1DOexlmtpz3sc9iOe9nmddyPsA8%2BXI%2BqI1COZ%2FkliIXhPkiyDo3vCnG2CaEn0%2B2lH%2BgmfIvotowZa3769ULZST4K%2BcujqTb%2Fj36S4w%2FQmgDF0tWvalemNWLX%2BKSMBvYkhQSLG2FZR%2BafmERIsqPpn7%2ByvxjfMlsTjlihz3OuZE38bTtlAAa%2FTAFAHgBbMEDjJYBAADQ9%2F3nu2zbtm3b5p9t17JdQ7Zt21zmvGXXvJrZe0LA37Cw%2F3lDEBISIVKUaDFixYmXIJHEkkgqmeRSSCmV1NJIK530Msgok8yyyCqb7HLIKZfc8sgrn%2FwKKKiwIooqprgSSiqltDLKKqe8CiqqpLIqqqqmuhpqqqW2Ouqqp74GGmqksSaaaqa5FlpqpbU22mqnvQ466qSzLrrqprs9NpthprNWeWeWReZba6ctQYR5QaTplvvhp4VWm%2BOyt75bZ5fffvljk71uum6fHnpaopfbervhlvfCHnngof36%2BGappx57oq%2BPPpurv34GGGSgwTYYYpihhhthlJFGG%2BODscYbZ4JJJjphoykmm2qaT7445ZkDDnrujRcOOeyY46444qirZtvtnPPOBFG%2BBtFBTBAbxAXxQYJC7rvjrnv%2FxpJXmpPDXpqXaWDg6MKZX5ZaVJycX5TK4lpalA8SdnMyMITSRjxp%2BaVFxaUFqUWZ%2BUVQQWMobcKUlgYAHQ14sAAAeAFFSzVCLEEQ7fpjH113V1ybGPd1KRyiibEhxt1vsj3ZngE9AIfgBmMR5fVk8qElsRjHOHAYW%2BQwyumxct4bKxXkWDEvx7JjdszQNAZcekzi9Zho8oV8NCbnIT%2FfEXNRJwqmlaemnQMbN8E1OE7Mzb%2FP%2F8xzKZrEMA2hl3rQATa0Uxs2bN%2B2f8M2AEpwj5yQBvklvJ3AqRcEaMKrWq%2F19eWakl7NsZbyJoNblqlZc7KywcRbRnBjc00FeF6%2Fenoi05EcG62tsXhkPcdk87BHVC%2BZXleUPrOsUHaUI2tb4y%2F8OwbsTEAJAA%3D%3D%29%20format%28%22woff%22%29%7Dhtml%7Bfont%2Dfamily%3Asans%2Dserif%3B%2Dwebkit%2Dtext%2Dsize%2Dadjust%3A100%25%3B%2Dms%2Dtext%2Dsize%2Dadjust%3A100%25%7Dbody%7Bmargin%3A0%7Darticle%2Caside%2Cdetails%2Cfigcaption%2Cfigure%2Cfooter%2Cheader%2Chgroup%2Cmain%2Cmenu%2Cnav%2Csection%2Csummary%7Bdisplay%3Ablock%7Daudio%2Ccanvas%2Cprogress%2Cvideo%7Bdisplay%3Ainline%2Dblock%3Bvertical%2Dalign%3Abaseline%7Daudio%3Anot%28%5Bcontrols%5D%29%7Bdisplay%3Anone%3Bheight%3A0%7D%5Bhidden%5D%2Ctemplate%7Bdisplay%3Anone%7Da%7Bbackground%2Dcolor%3Atransparent%7Da%3Aactive%2Ca%3Ahover%7Boutline%3A0%7Dabbr%5Btitle%5D%7Bborder%2Dbottom%3A1px%20dotted%7Db%2Cstrong%7Bfont%2Dweight%3A700%7Ddfn%7Bfont%2Dstyle%3Aitalic%7Dh1%7Bmargin%3A%2E67em%200%3Bfont%2Dsize%3A2em%7Dmark%7Bcolor%3A%23000%3Bbackground%3A%23ff0%7Dsmall%7Bfont%2Dsize%3A80%25%7Dsub%2Csup%7Bpos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GgO%2B4Cq%2FKgZNI4tOAWz8fkXv3ga46%2FMAOOuv4gAPxZLZ%2BlASEDgM5gKaJo7ECWf1gCJI4gWFotOAN3hYgbgHoQMQJ61swIlVvAgCHqIAEK0WQaNQFs7Dw4DkuBkH4nCKoH7wNLCx3AD8WfiQf%2BTncB6PqBAEGSgPlv5QE%2FzABw%2FWA8uAdp6AgOaJvUAJQJF7eYESeYEEKpDEAoB4dwEY4JgLxu9QEYFtwA0ATXMCzxXcCAQAKJ5gAfLujAbNfTgQuBE856gW7L2IFgZviBFrk11AAmSDQ%2FzArIy3mAnP2MCgWxXkwLY5GIAP8AbBumBr1gXsBqACvBP1qAjN8QJ%2B%2BxAT%2FAL9IEqo%2FmAKlr8QNfRgHjMB5gZoE7NOAmyExAvHdwCrzRgS%2BXvgcQEPvkOAXpQNPPUAGPv5gT6znz3AB%2FY3%2BkBdAr0MCDtaMAsk2RUB5eIFfFu4GQ1YvfmBUFeq3UDTMD%2F9k%3D%29%200%200%20repeat%7Dp%7Bmargin%2Dtop%3A0%7Da%7Bcolor%3A%232879d0%7Da%3Ahover%7Bcolor%3A%232268b2%7Dheader%7Bpadding%2Dtop%3A40px%3Bpadding%2Dbottom%3A20px%3Bbackground%3A%232e7bcf%20url%28data%3Aimage%2Fjpeg%3Bbase64%2C%2F9j%2F4QAYRXhpZgAASUkqAAgAAAAAAAAAAAAAAP%2FsABFEdWNreQABAAQAAABGAAD%2F4QNYaHR0cDovL25zLmFkb2JlLmNvbS94YXAvMS4wLwA8P3hwYWNrZXQgYmVnaW49Iu%2B7vyIgaWQ9Ilc1TTBNcENlaGlIenJlU3pOVGN6a2M5ZCI%2FPiA8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIiB4OnhtcHRrPSJBZG9iZSBYTVAgQ29yZSA1LjMtYzAxMSA2Ni4xNDU2NjEsIDIwMTIvMDIvMDYtMTQ6NTY6MjcgICAgICAgICI%2BIDxyZGY6UkRGIHhtbG5zOnJkZj0iaHR0cDovL3d3dy53My5vcmcvMTk5OS8wMi8yMi1yZGYtc3ludGF4LW5zIyI%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%2BIDwvcmRmOlJERj4gPC94OnhtcG1ldGE%2BIDw%2FeHBhY2tldCBlbmQ9InIiPz7%2F7gAOQWRvYmUAZMAAAAAB%2F9sAhAAEAwMDAwMEAwMEBgQDBAYHBQQEBQcIBgYHBgYICggJCQkJCAoKDAwMDAwKDAwNDQwMEREREREUFBQUFBQUFBQUAQQFBQgHCA8KCg8UDg4OFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBT%2FwAARCAMgAFADAREAAhEBAxEB%2F8QAewABAQEBAQEAAAAAAAAAAAAAAQIAAwQFAQEBAQEBAAAAAAAAAAAAAAABAAIDBxAAAQMDBAIBAgUFAQEAAwAAAREhAgAxEkFRYQNxIjLRBIHhUmITkaGxwSNCM%2FGSwhEBAQADAQEBAAMAAAAAAAAAAAERMUEhAmFRgRL%2F2gAMAwEAAhEDEQA%2FAPhT7u%2FtMuzs75T7CQs5SkZWRyXr2qSTzDyi23dAnMl56MFO1OBQZzMQszc6mnETGc1n7n%2B7PRMHKhOYx%2F6nkKd6MRAzkkh%2FIf6mpHKeT9n%2FAJXXalZTnPD%2FAOl11PFWPwWkzkJSTs31O4pwXb7P7v7n7X7jq7ujuMZAhRlJJDJUKEKCj1j7%2BJ9Syxr5%2BrLK84BQgwujPW2VEFfjaN32tRBhJJQempsDUiQVkcFO7uP61RMAVgDFANlYrTSmIIB9P8800YVr8NOTpWSkiWIAgpWz8UpREll67u%2B9CMAc%2Bv015Z6rpYR6JcgLt55poIQyUK42481IIABFdTp45oyikCZOf%2FwaV1gix9iTo3NSAxxIU6aeeaVhSAFjYf681lXCPURuynQLpzSlEjKfsh1bkc0cJh%2F9OtT%2BCc%2BaroAgmJtcBfXmrKL5BRGz22qISRiLX%2FbxakFJEzDcW3o8LDJY28sWWpB0NlXgjWpMFyFkTjalMshFWvxxUIQSs2Gp03oNMAcutUuFtvpVUj1xLG4ZfPFKZlsfjvxUGyigZHLLwOKkTj7rEn8efFSZlgoQ%2FhueKlNhY4ljcM30qUJxyRDkm%2FHigj1ERcqSL%2FlUMk4kzQFdX58VExxz62RwQ6a%2BKv5ECs03W781dRWS%2FJk5vjSqCTiCZoHsvFURJKy9tNPPig5AJWHt%2BDu9SYGSH3umppwipVDLTm%2BNCCkxHtqd6dAkkmYJt538VQmJ94e%2BoS7vRVEAHE%2BjqNCmtKOJJ%2BCERu%2B1Sb2xHo6lnSocYqsvW9i%2B9SIBJgcE%2Fqz1QgAgH1RwjHmoKQmXw0a%2B1CQigejvvxzTCognL1%2FsXepUwUT6%2FRFIUod6qohIoSpRQ6eeamSyov8A524opCxEYkkop04p6ioyk55Zr0Kt6kwKngJzUoPTEubh0F35pRQEsdNANvNS8BxwF0Uqyf7qgJwBm5H4DeomIH8nWi6MnPJqXQ6GwVEtzV4isl0tx%2Bmoj2xAYuV%2BOwqRlkMrDa2%2BtEqwwyBhYjdlvUA6GyKNqkSCJ3ZONqoR7IFAX8DtSChWSprtvQqYLnC1xoN6roxBQCxVQyroeKQzEhnSy7jxUdVpYABtSj%2F2o9RKLNiur8jimIBFhddP6%2BKsiVhgI2Nw6%2BeKvUVipYvHdrVYSfXENqdRxxT6sqkADJQfxIsDWfUvpge7u6erqCz7JRjEKB7Skg03otxLk%2FM9kaff3dpl2dvfLs7JEZTlKRJQI5NX%2BZPJDmtnLIDPSynanATlLF%2B3Uup4qx%2BLJzms%2FwDow5LPViBs5rGJ7NtS71YaAnPEn%2BQ33NWPweseyap%2FIbPfarCYzmR%2F9FP41YTGUll%2F0IA0dnqWa7%2FZ%2Fd%2Fc%2FafcdXf09xEomJMQZASGS4yARQdRWfv5n1MWNfP1ZcyvOhATC5DPzW2KU9h66XfagpQ4hIhVLPxSFFTmkX%2FF3oTAFYetgmpR6v7MAVD6uqC%2FNIx4SCqYqEYvtQoHxAENU1qWCQfYgeLu9JMAcoHB1C33oSAI4m9xpweaQf8A0x%2F87ft81cI9cQ5Yk2qGTLH3Kv45qkwW9VgR%2BDc%2BagBjiXKEghtf61IkDJiUTbRKl4k4p8iqkWHHNSURH2c%2Fh5G5qUaCGfWCtxfyaKYfbEkpcM1qmWQ5L6huNqmg%2BI%2BJQ8cVInIGdv7b%2FSpMMlhZWVU3pSQqaK23NSUklJa3F0oQKoLFDxSCpWaon4XWpGOWcCoVRst6DEAxxKA3Cvx4pwyVGTscd%2BPFRBMTEMbll8UAkhZ3%2Frz4qPjMsGfy1zxTgyxmxJxZQf8ANQYItigCKvFSyPXAMXUIoqiJIWbHyvPipGOOXWg1CPyeKr7EFkYn3fd9akSSvy0LPtehAqi56l32FJJJWXsn9WegMslgkz%2FffxSR7YoZ2IOvPFVUZ1%2BVhztUmMjiEn7ONeKsIkn39v8ALPQiCTLr99Rv%2BqqxJGSH1dQzjepYKFUxQJztUgAcQMNSLH600MhWZxVfLuKNmlD6nDjVnqQQ4kYahkPPNOQUJPx02O1CCEgejrZ%2BKUSCskit0vvQVQXKAME8Kz1JzAjiXP4jyd6R4fXL8P8AVCBxQOSHdOBzSiyzuvjnzUayBYOV4HPmgD0xLlFGnB5pJ9RL5FU%2F1UgRExCk3KM%2BnNQJAykST%2FTmpHrxM%2Bty6MnPmikDLFGuALJrSj7KyW4ulA6PYRbFVsceK0mKrIN%2FbeskhVgG5Lb1IexBsybc1JvZdA122pDe2IsxOyVLDFVmWF0tuy1FUBLPrVLhbb0LKFjiWIQjXzxUPCoBsbXXjxRUFGIYopsX0pRkYrM6OL81JkivWgPD8nipQLHFXuNePFLR9V1THcbeKGalY4hrk%2F1binNUUShmoO9%2BRxQfF9EJdvf0dXXEy7OyUYwCgKTJAFPNH1cS2mTNkHZ3fcdpl2dvdLs7CQs5SkSQiXL0SSeYVoM5r%2F8AQol1O1awBnIgEdhcnWT1L1sp5SAmUCoHZ6PCwnIGB%2FkJO6l3NOBlhKaEHsLJqajmsZSV%2Bw2UubpUutlIBP5Dcq5qxBkmcgZH%2BS3JZ6MF2%2B0%2B7%2B4%2B07%2Brv6e2QkCFAlNJASXEoig6is%2FfzPqYrXzbL484BxQwsea0ywUFoaXfahYCFPiLnf61rK0ogrP0b8XU0IAAmHp5KFnpQC4pgjhn55qSkkSmDY7HagA%2FEDDUsh0Sk1iqy9GLq%2B4oRgufWMWUKXZ6qY5oMShLkKU880sscQbm1k%2FbRGgscUUopdPHNLMUUJmVP9ORQWAAlBCUNm5p2PEsIG4cafnVhK9SS7EbW9fNCSRERDm5VhxzSeKOKzUlPHIoDRTPqxJVr%2BfNRmwFQtEqR%2BmpZIUlkRLstqsIEyQfF1X48UIlVlZNLb1JhksLL%2BDPpSgMjEsGK6c1ZRfIlrcbURJWSAtfePFKUVWaJ%2BKb0Ix%2BUPjptutVUc1ilira8Gr1H1U%2BpXF%2F%2FwBfFVpSscAgNzc%2FlT1KOPuUP9eRxRERisWL%2FwCFPFQSsREsTZX88UorEHWyX48ULA%2F54htTr44pHGJis1HlDyOKGlQxy61B0R%2F3HimrqBI4n31G%2FwBKERIq02Sz7UFjIiI9nU6l7f4pwNqMpLP23GrPUgJFY%2B%2Fm%2B9GFIM5J89Q7804SspL8haz7Vnw4QZHFDPU78VoYUZFZe%2B%2B7PQsGEpZ9ayuQzu9Vwol8SvXchn%2BtRYtL4aMUO1qAHQLDUqCrW5pXCVJn6X8uFqycEXh6My3Z6EkKYfBAoZ6UXyeP%2FlNdqkEliBhuiLxUiQVmcF%2FrvQjAHLrOLKDqzmirrkMcT7bacHmtXaJxyVXIt5HmrKHrjFyxOnjmnPqUcQZueW581lRgYiUHP9OfNIwmOOBchxoOeakfVXJHrqOKEwTAKTrpwOaSxMQZueW580RUxTPrQm40581cU2FlibXH6TvV1QrISRkThmoQdAVipJ%2FT5qyiShmicW3qwsNFSYWXW25tVVgDJCqXCWpTeyoEAS7bVeJvfEIiqduKsxE5LOw2LWWhGK5wCi420NJjmDAwKA3DL54qBGIlqpFwePFBAIEIsQpOvA4pVJxJmxUakvccUJokGUGdjfmoAYkE4lFDKv8AqnCY45IWOLu1qjG9cQxR9X04qBOOU1Ba5%2FELpUV9HWe37jo6oRJ7OyUYwCj5SkgvzWfrVtantjdnf3dxl2dvfLsnIhZylKRLIFN6pMeSD%2FVuxnPJf5DZw98agkzkg%2F6FVuppws0mc1n%2FANCE5LOKMHLZSWIMzeyl3qwsj%2BSaH%2Fo%2B6nY1WRH%2BSQJTs0cEnarETfyTEB%2F0Lkup2qwmM5LM%2FwAhTZSz%2BKQ7%2FZ%2FefcfZ%2Fc9Xd09xEgYqMpASAkuMkRQUesfXzPqYw18%2FVl28oXF4ah35rYwUKtFUjdDdKLUCCIhIb71InIymMVVXfepMPlFYu2%2B%2Fmmph8fgzb81dTe2S46JrtapBCgGGpZ2tVkEiSy9FP4u4oODASy6%2FTUCx3opm0JEgqSXCtsvNOGSAMlUrjtx5pIOOIClCToOKESI5TWTuLc%2BaeBgIrByujDfzR6QBERKrcOl70o%2BuVz8Wb9tHEPTEexRTp%2BdVVJRZ3Ul258vUjERz61JVRpz5oXQ6OBcJatA%2ByiwCcbVESySPxv8Atom0o5ZTYapbfWrzAD5Qtovx3v8AjUQ%2BJRLj9NRZ1FkTjaqBvbG0bn9PDVKl1k44tvzUqYZZQsijZb0VTaFjiUW%2B978VocIxVg6bhwnihCRikWNzr%2BVU2eKOOU2OqvzTwAGOXWxuz6r4oLNiVDKNR9KkGUMVx%2FtjVEFhhrc6%2BOKVVMsmTd7v4oFMMc%2Btiqh154opmwssT7a8tWhCrvNWcPteoiRkkffU%2Fqo6lEyyn77pdnq4Apyh7bbu9RCnE%2B6FQ7%2FSospUe2ln2vVAyyx%2Bep3e1VVKvJJ%2F5Z%2BKqqYE5Q99Qz70HqUb4I7X5rTM0pJKPXS77WegpkCkf%2BetkP1qm0qQ9p%2Bm%2B7vVwBDlD0Tl2eosksT6q4Z6iEKj10u%2B1qoAhw%2BGpUPZqTVIVl6%2BLu9ApiDl1%2Bmod9%2BazVNoZC6u7eea2Jo%2Bq6qm3HmpCQjjFzc6D60TaUccp%2Bx105p9wgMcoOVbTnzQQkcTe40%2FOpMyhz8bJ%2B2qaTeuA9jco2rPelU%2Bqyvy3PJoopjjn1uVUMnNFM3A6OBcJatA%2ByiwCcbVESySPxv%2B2ibSjllNhqlt9avMAPlC2i%2FHe%2F41EPiUS4%2FTUWdRZE42qgb2xtG5%2FTw1SpdZOOLb81KmGWULIo2W9FU2hsSiorve%2FFbCvVbOm4slCEkxiUKKdfyokRIjlNjy%2FNPuEAAZQQHcP%2B7xQmYxLEuNfypwcxmEkIcR30xqiCDEMbnXxxUslgZsQl358UCunR1nt7%2Bjq64k9vZKMYBQFMpINqLq2tT2xuz7j7jtMuzt7pdkyRlOUpSkwRyXpkk1Bm3o%2Fknkv8hs4BO16sJMpzAH%2FUqTf2%2BlU2lGXYsv%2Bh11LPVjxZGc1h7qDyXepN%2FJNCf5Cqh1OtGImHZMH5sQ4U7U4Tfydgh%2F9HUgFTxUmzkTL3PhSgenIrv9n959x9p9x09%2FR2mMomKxWSSAkDjJEUFHrn9%2FM%2BpjDfz9WV5kb4I7X5roxNKSSj10u%2B1noKZApH%2FnrZD9aptKkPafpvu71cAQ5Q9E5dnqLJLE%2BquGeohCo9dLvtaqAIcPhqVD2ak1SFZevi7vQKYg5dfpqHffms1TaGQuru3nmtiaPquqptx5qQkI4xc3Og%2BtE2lHHKfsddOafcIDHKDlW0580EJHE3uNPzqTMoc%2FGyftqmk3rgPY3KNqz3pVPqsr8tzyaKKY459blVDJzRTNwOjgXCWrQPsosAnG1REskj8b%2Ftom0o5ZTYapbfWrzAD5Qtovx3v%2BNRD4lEuP01FnUWRONqoG9sbRuf08NUqXWTji2%2FNSphllCyKNlvRVNoWOJRb73vxWhwjFWDpuHCeKEJGKRY3Ov5VTZ4o45TY6q%2FNPAAY5dbG7Pqvigs2JUMo1H0qQZQxXH%2B2NUQWGGtzr44pVUyyZN3u%2FigUwxz62KqHXniimbSyF1d2881oTR9V1VNuPNSEhHGLm50H1om0o45T9jrpzT7hAY5Qcq2nPmghI4m9xp%2BdSZlDn42T9tU0m9cB7G5RtWe9Kp9VlflueTRRTHHPrcqoZOaKZuB0cC4S1aB9lFgE42qIlkkfjf9tE2lHLKbDVLb61eYAfKFtF%2BO9%2FxqIfEolx%2Bmos6iyJxtVA3tjaNz%2BnhqlS6yccW35qVMMsoWRRst6KptCxxKLfe9%2BK0OEYqwdNw4TxQhIxSLG51%2FKqbPFHHKbHVX5p4ADHLrY3Z9V8UFmxKhlGo%2BlSDKGK4%2F2xqiCww1udfHFKqmWTJu938UCmGOfWxVQ688UUzYWWJ9teWrQhV3mrOH2vURIySPvqf1UdSiZZT990uz1cAU5Q9tt3eohTifdCod%2FpUWUqPbSz7XqgZZY%2FPU7vaqqlXkk%2F8s%2FFVVMCcoe%2BoZ96D1AQxJEbEb881vDM0pXsLc7VlA%2FGJxCKd%2FrVCSmU%2FUa%2F5px4AHlBIjdfx80LLXiWBcb%2FAFpwstaSEBRH%2FwDmrBH%2FAI%2BOpZ%2BOalaSUMlAbzvQK6dMJdvf0dMICXZ2SjGAXWUkFzrRfJbWp7Zhuzv%2B57TLs7ezsn2SI9pylKRACOSVpkk0M2jLuyVZInKKlXi9TKXegeak81Ta9UZdqyeeqOd6vMLNGXasFMkN1XepZbPuQlZKoS680Yi9Ydnat5IQ7khUpxKm%2Fk7sLyuVuqNViJsu0mTyQ2DnWnIrv9n93939n9x09%2FTOUTExJCyEZASBxkhCgpXP7ksxW%2Fn6svjyshdXdvPNdGJo%2Bq6qm3HmpCQjjFzc6D60TaUccp%2Bx105p9wgMcoOVbTnzQQkcTe40%2FOpMyhz8bJ%2B2qaTeuA9jco2rPelU%2Bqyvy3PJoopjjn1uVUMnNFM3A6OBcJatA%2ByiwCcbVESySPxv%2B2ibSjllNhqlt9avMAPlC2i%2FHe%2F41EPiUS4%2FTUWdRZE42qgb2xtG5%2FTw1SpdZOOLb81KmGWULIo2W9FU2hY4lFvve%2FFaHCMVYOm4cJ4oQkYpFjc6%2FlVNnijjlNjqr808ABjl1sbs%2Bq%2BKCzYlQyjUfSpBlDFcf7Y1RBYYa3OvjilVTLJk3e7%2BKBTDHPrYqodeeKKZsLLE%2B2vLVoQq7zVnD7XqIkZJH31P6qOpRMsp%2B%2B6XZ6uAKcoe227vUQpxPuhUO%2F0qLKVHtpZ9r1QMssfnqd3tVVSrySf%2BWfiqqmBOUPfUM%2B9B6jEodHCOOa0zNKQqHFkuNqkmUSkXFzqKJsqMTlNg668058AETlCzXcb0EIcCF1GopWGQqC3xS%2F7aJpDE4aXOo4alVRBWTjhwNaBTCJy6y1xchb0UzaVjiUW%2B978VocIxVg6bhwnihCRikWNzr%2BVU2eKOOU2OqvzTwAGOXWxuz6r4oLNiVDKNR9KkGUMVx%2FtjVEFhhrc6%2BOKVVMsmTd7v4oFMMc%2Btiqh154opmwssT7a8tWhCrvNWcPteoiRkkffU%2Fqo6lEyyn77pdnq4Apyh7bbu9RCnE%2B6FQ7%2FSospUe2ln2vVAyyx%2Bep3e1VVKvJJ%2F5Z%2BKqqYE5Q99Qz70HqUb4I7X5rTM0pJKPXS77WegpkCkf%2BetkP1qm0qQ9p%2Bm%2B7vVwBDlD0Tl2eosksT6q4Z6iEKj10u%2B1qoAhw%2BGpUPZqTVIVl6%2BLu9ApiDl1%2Bmod9%2BazVNoQGJclwreea6Dikityqf680JMhHGJdFOg%2BtE2VEDKbnVW5p4AADKCElENhZfNCYAGJu5Gn50nxkAkhLiNvw80IIMbm5RtW5pXhIiDNV5ZdfNArp0dR7e%2Fo6utT2dkoxhFgplJA5NF8mWp7Y3Z3%2Fc9pl2dvZ2T7JEe05SlIgBHJK0ySaGbRl3ZKskTlFSrxeplLvQPNSeapteqMu1ZPPVHO9XmFmjLtWCmSG6rvUstn3ISslUJdeaMResOztW8kIdyQqU4lTfyd2F5XK3VGqxE2XaTJ5IbBzrTkV3%2Bz%2B7%2B7%2Bz%2B46e%2FpnKJiYkhZCMgJA4yQhQUrn9yWYrfz9WXx5WQuru3nmujE0fVdVTbjzUhIRxi5udB9aJtKOOU%2FY66c0%2B4QGOUHKtpz5oISOJvcafnUmZQ5%2BNk%2FbVNJvXAexuUbVnvSqfVZX5bnk0UUxxz63KqGTmimbgdHAuEtWgfZRYBONqiJZJH43%2FbRNpRyymw1S2%2BtXmAHyhbRfjvf8aiHxKJcfpqLOosicbVQN7Y2jc%2Fp4apUusnHFt%2BalTDLKFkUbLeiqbQscSi33vfitDhGKsHTcOE8UISMUixudfyqmzxRxymx1V%2BaeAAxy62N2fVfFBZsSoZRqPpUgyhiuP9saogsMNbnXxxSqplkybvd%2FFAphjn1sVUOvPFFM2FlifbXlq0IVd5qzh9r1ESMkj76n9VHUomWU%2FfdLs9XAFOUPbbd3qIU4n3QqHf6VFlKj20s%2B16oGWWPz1O72qqpV5JP%2FLPxVVTAnKHvqGfeg9RiUOjhHHNaZmlIVDiyXG1STKJSLi51FE2VGJymwddeac%2BACJyhZruN6CEOBC6jUUrDIVBb4pf9tE0hicNLnUcNSqogrJxw4GtAphE5dZa4uQt6KZtKxxKLfe9%2BK0OEYqwdNw4TxQhIxSLG51%2FKqbPFHHKbHVX5p4ADHLrY3Z9V8UFmxKhlGo%2BlSDKGK4%2F2xqiCww1udfHFKqmWTJu938UCmGOfWxVQ688UUzYWWJ9teWrQhV3mrOH2vURIySPvqf1UdSiZZT990uz1cAU5Q9tt3eohTifdCod%2FpUWUqPbSz7XqgZZY%2FPU7vaqqlXkk%2F8ALPxVVTAnKHvqGfeg9SjfBHa%2FNaZmlJJR66Xfaz0FMgUj%2FwA9bIfrVNpUh7T9N93ergCHKHonLs9RZJYn1Vwz1EIVHrpd9rVQBDh8NSoezUmqQrL18Xd6BTEHLr9NQ7781mqbQgMS5LhW8810HFJFblU%2F15oSZCOMS6KdB9aJsqIGU3OqtzTwAAGUEJKIbCy%2BaEwAMTdyNPzpPjIBJCXEbfh5oQQY3NyjatzSvCREGaryy6%2BaBXTo6j29%2FR1dans7JRjCLBTKSByaL5MtT2xuzv8Aue0y7O3s7J9kiPacpSkQAjklaZJNDNoy7slWSJyipV4vUyl3oHmpPNU2vVGXasnnqjnerzCzRl2rBTJDdV3qWWz7kJWSqEuvNGIvWHZ2reSEO5IVKcSpv5O7C8rlbqjVYibLtJk8kNg51pyK7%2FZ%2Fd%2Fd%2FZ%2FcdPf0zlExMSQshGQEgcZIQoKVz%2B5LMVv5%2BrL48rIXV3bzzXRiaPquqptx5qQkI4xc3Og%2BtE2lHHKfsddOafcIDHKDlW0580EJHE3uNPzqTMoc%2FGyftqmk3rgPY3KNqz3pVPqsr8tzyaKKY459blVDJzRTNwOjgXCWrQPsosAnG1REskj8b%2Ftom0o5ZTYapbfWrzAD5Qtovx3v%2BNRD4lEuP01FnUWRONqoG9sbRuf08NUqXWTji2%2FNSphllCyKNlvRVNoWOJRb73vxWhwjFWDpuHCeKEJGKRY3Ov5VTZ4o45TY6q%2FNPAAY5dbG7Pqvigs2JUMo1H0qQZQxXH%2B2NUQWGGtzr44pVUyyZN3u%2FigUwxz62KqHXniimbCyxPtry1aEKu81Zw%2B16iJGSR99T%2BqjqUTLKfvul2ergCnKHttu71EKcT7oVDv8ASospUe2ln2vVAyyx%2Bep3e1VVKvJJ%2FwCWfiqqmBOUPfUM%2B9B6jEodHCOOa0zNKQqHFkuNqkmUSkXFzqKJsqMTlNg668058AETlCzXcb0EIcCF1GopWGQqC3xS%2FwC2iaQxOGlzqOGpVUQVk44cDWgUwicustcXIW9FM2lY4lFvve%2FFaHCMVYOm4cJ4oQkYpFjc6%2FlVNnijjlNjqr808ABjl1sbs%2Bq%2BKCzYlQyjUfSpBlDFcf7Y1RBYYa3OvjilVTLJk3e7%2BKBTDHPrYqodeeKKZsLLE%2B2vLVoQq7zVnD7XqIkZJH31P6qOpRMsp%2B%2B6XZ6uAKcoe227vUQpxPuhUO%2F0qLKVHtpZ9r1QMssfnqd3tVVSrySf%2BWfiqqmBOUPfUM%2B9B6lG%2BCO1%2Ba0zNKSSj10u%2B1noKZApH%2FnrZD9aptKkPafpvu71cAQ5Q9E5dnqLJLE%2BquGeohCo9dLvtaqAIcPhqVD2ak1SFZevi7vQKYg5dfpqHffms1TaEBiXJcK3nmug4pIrcqn%2BvNCTIRxiXRToPrRNlRAym51VuaeAAAyghJRDYWXzQmABibuRp%2BdJ8ZAJIS4jb8PNCCDG5uUbVuaV4SIgzVeWXXzQK6dHUe3v6OrrU9nZKMYRYKZSQOTRfJlqe2N2d%2F3PaZdnb2dk%2ByRHtOUpSIARyStMkmhm0Zd2SrJE5RUq8XqZS70DzUnmqbXqjLtWTz1RzvV5hZoy7Vgpkhuq71LLZ9yErJVCXXmjEXrDs7VvJCHckKlOJU38ndheVyt1RqsRNl2kyeSGwc605Fd%2Fs%2Fu%2Fu%2Fs%2FuOnv6ZyiYmJIWQjICQOMkIUFK5%2FclmK38%2FVl8eVkLq7t55roxNH1XVU2481ISEcYubnQfWibSjjlP2OunNPuEBjlByrac%2BaCEjib3Gn51JmUOfjZP21TSb1wHsblG1Z70qn1WV%2BW55NFFMcc%2Btyqhk5opm4HRwLhLVoH2UWATjaoiWSR%2BN%2F20TaUcspsNUtvrV5gB8oW0X473%2FGoh8SiXH6aizqLInG1UDe2No3P6eGqVLrJxxbfmpUwyyhZFGy3oqm0LHEot9734rQ4RirB03DhPFCEjFIsbnX8qps8UccpsdVfmngAMcutjdn1XxQWbEqGUaj6VIMoYrj%2FAGxqiCww1udfHFKqmWTJu938UCmGOfWxVQ688UUzYWWJ9teWrQhV3mrOH2vURIySPvqf1UdSiZZT990uz1cAU5Q9tt3eohTifdCod%2FpUWUqPbSz7XqgZZY%2FPU7vaqqlXkk%2F8s%2FFVVMCcoe%2BoZ96D1GJQ6OEcc1pmaUhUOLJcbVJMolIuLnUUTZUYnKbB115pz4AInKFmu43oIQ4ELqNRSsMhUFvil%2F20TSGJw0udRw1KqiCsnHDga0CmETl1lri5C3opm0rHEot9734rQ4RirB03DhPFCEjFIsbnX8qps8UccpsdVfmngAMcutjdn1XxQWbEqGUaj6VIMoYrj%2FbGqILDDW518cUqqZZMm73fxQKYY59bFVDrzxRTNhZYn215atCFXeas4fa9REjJI%2B%2Bp%2FVR1KJllP33S7PVwBTlD223d6iFOJ90Kh3%2BlRZSo9tLPteqBllj89Tu9qqqVeST%2FAMs%2FFVVMCcoe%2BoZ96D1KN8Edr81pmaUklHrpd9rPQUyBSP8Az1sh%2BtU2lSHtP033d6uAIcoeicuz1FklifVXDPUQhUeul32tVAEOHw1Kh7NSapCsvXxd3oFMQcuv01DvvzWaptCAxLkuFbzzXQcUkVuVT%2FXmhJkI4xLop0H1omyogZTc6q3NPAAAZQQkohsLL5oTAAxN3I0%2FOk%2BMgEkJcRt%2BHmhBBjc3KNq3NK8JEQZqvLLr5oFdOjqPb39HV1qezslGMIsFMpIHJovky1PbG7O%2F7ntMuzt7OyfZIj2nKUpEAI5JWmSTQzaMu7JVkicoqVeL1Mpd6B5qTzVNr1Rl2rJ56o53q8ws0ZdqwUyQ3Vd6lls%2B5CVkqhLrzRiL1h2dq3khDuSFSnEqb%2BTuwvK5W6o1WImy7SZPJDYOdaciu%2F2f3f3f2f3HT39M5RMTEkLIRkBIHGSEKClc%2FuSzFb%2Bfqy%2BPKyF1d28810Ymj6rqqbceakJCOMXNzoPrRNpRxyn7HXTmn3CAxyg5VtOfNBCRxN7jT86kzKHPxsn7appN64D2Nyjas96VT6rK%2FLc8miimOOfW5VQyc0UzcDo4Fwlq0D7KLAJxtURLJI%2FG%2FwC2ibSjllNhqlt9avMAPlC2i%2FHe%2FwCNRD4lEuP01FnUWRONqoG9sbRuf08NUqXWTji2%2FNSphllCyKNlvRVNoWOJRb73vxWhwjFWDpuHCeKEJGKRY3Ov5VTZ4o45TY6q%2FNPAAY5dbG7Pqvigs2JUMo1H0qQZQxXH%2B2NUQWGGtzr44pVUyyZN3u%2FigUwxz62KqHXniimbCyxPtry1aEKu81Zw%2B16iJGSR99T%2BqjqUTLKfvul2ergCnKHttu71EKcT7oVDv9KiylR7aWfa9UDLLH56nd7VVUq8kn%2Fln4qqpgTlD31DPvQeoxKHRwjjmtMzSkKhxZLjapJlEpFxc6iibKjE5TYOuvNOfABE5Qs13G9BCHAhdRqKVhkKgt8Uv%2B2iaQxOGlzqOGpVUQVk44cDWgUwicustcXIW9FM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<header>
<div class="inner">
<h1 class="title toc-ignore">互联网地图学 — ex 1</h1>
<h3 class="author">Jianghao Wang</h3>
<h3 class="date">2017-12-06</h3>
</div>
</header>


<div id="TOC" class="toc">
<ul>
<li><a><span class="toc-section-number">1</span> 引言</a></li>
<li><a href="#1-r-leaflet"><span class="toc-section-number">2</span> 实践1: <code>R + leaflet</code>互联网制图</a><ul>
<li><a href="#r"><span class="toc-section-number">2.1</span> R语言简介</a></li>
<li><a href="#r-"><span class="toc-section-number">2.2</span> R 入门</a><ul>
<li><a href="#r"><span class="toc-section-number">2.2.1</span> <strong>R安装</strong></a></li>
<li><a href="#rstudio"><span class="toc-section-number">2.2.2</span> <strong>RStudio安装</strong></a></li>
<li><a href="#r-package"><span class="toc-section-number">2.2.3</span> <strong>R Package安装</strong></a></li>
</ul></li>
<li><a href="#leaflet"><span class="toc-section-number">2.3</span> leaflet简介</a></li>
<li><a href="#leaflet-for-r"><span class="toc-section-number">2.4</span> Leaflet for R</a><ul>
<li><a><span class="toc-section-number">2.4.1</span> 包安装</a></li>
</ul></li>
</ul></li>
</ul>
</div>

<div id="content-wrapper">
  <div class="inner clearfix">
    <section id="main-content">
<div class="section level1">
<h1><span class="header-section-number">1</span> 引言</h1>
<p>本实习是<a href="http://www.ucas.ac.cn/">国科大</a>现代地图学课程中的<strong>互联网地图学</strong>的配套上机实践。</p>
<p>练习包括两个部分：</p>
<ol style="list-style-type: decimal">
<li>如何利用R语言，结合leaflet，实现空间数据的空间制图表达；</li>
</ol>
<ul>
<li>ex 1: 简介与准备</li>
<li>ex 2: R + leaflet 互联网制图</li>
<li>ex 3: Mapping with leaflet + R</li>
</ul>
<ol start="2" style="list-style-type: decimal">
<li>如何利用Mapbox Studio, 进行互联网制图</li>
</ol>
</div>
<div id="1-r-leaflet" class="section level1">
<h1><span class="header-section-number">2</span> 实践1: <code>R + leaflet</code>互联网制图</h1>
<div id="r" class="section level2">
<h2><span class="header-section-number">2.1</span> R语言简介</h2>
<p>关于R语言，可以参考Wikipedia上的介绍：<a href="https://zh.wikipedia.org/wiki/R%E8%AF%AD%E8%A8%80">链接</a></p>
<blockquote>
<p>R语言，一种自由软件编程语言与操作环境，主要用于统计分析、绘图、数据挖掘。R本来是由来自新西兰奥克兰大学的罗斯·伊哈卡和罗伯特·杰特曼开发（也因此称为R），现在由“R开发核心团队”负责开发。R基于S语言的一个GNU计划项目，所以也可以当作S语言的一种实现，通常用S语言编写的代码都可以不作修改的在R环境下运行。R的语法是来自Scheme。</p>
</blockquote>
<ul>
<li>R 语言主页：<a href="https://www.r-project.org/" class="uri">https://www.r-project.org/</a></li>
<li>入门介绍：<a href="https://cran.r-project.org/manuals.html" class="uri">https://cran.r-project.org/manuals.html</a></li>
<li>系统参考书：<a href="https://book.douban.com/subject/26785199/">《R语言实战（第2版）》</a></li>
</ul>
</div>
<div id="r-" class="section level2">
<h2><span class="header-section-number">2.2</span> R 入门</h2>
<div id="r" class="section level3">
<h3><span class="header-section-number">2.2.1</span> <strong>R安装</strong></h3>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAACbCAYAAAAnQtTHAAAAAXNSR0IArs4c6QAAAAlwSFlzAAALEwAACxMBAJqcGAAAActpVFh0WE1MOmNvbS5hZG9iZS54bXAAAAAAADx4OnhtcG1ldGEgeG1sbnM6eD0iYWRvYmU6bnM6bWV0YS8iIHg6eG1wdGs9IlhNUCBDb3JlIDUuNC4wIj4KICAgPHJkZjpSREYgeG1sbnM6cmRmPSJodHRwOi8vd3d3LnczLm9yZy8xOTk5LzAyLzIyLXJkZi1zeW50YXgtbnMjIj4KICAgICAgPHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9IiIKICAgICAgICAgICAgeG1sbnM6eG1wPSJodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvIgogICAgICAgICAgICB4bWxuczp0aWZmPSJodHRwOi8vbnMuYWRvYmUuY29tL3RpZmYvMS4wLyI+CiAgICAgICAgIDx4bXA6Q3JlYXRvclRvb2w+QWRvYmUgSW1hZ2VSZWFkeTwveG1wOkNyZWF0b3JUb29sPgogICAgICAgICA8dGlmZjpPcmllbnRhdGlvbj4xPC90aWZmOk9yaWVudGF0aW9uPgogICAgICA8L3JkZjpEZXNjcmlwdGlvbj4KICAgPC9yZGY6UkRGPgo8L3g6eG1wbWV0YT4KKS7NPQAAQABJREFUeAHsfQe8HlWZ/szXbg8JTUFUDFgI1oV1/SlIQlUQFZWIKEqRAAq4IBZclevv71LcFcRdUSJl1bURFZAiAkJgJdJCUYOiGIpKFJSQ5OaWr83/ed5y5sx3SxJIIKhz7zdzztvOe8553zllzpxJk38cU5ZAlmXpggVJaebMxaWlS5emM2fOzC6//PLW4OBge0pGQw4OZqW99/5Z19jYWBdA3dVqtTbcanVVWuVamqbVJMkqzaRRKbVLJZeHNLOkkjSzRtoErFkul+uNRquepuWxUml0DPExwEfnzJlD/Fod119/feXRRx9FPmZmq1atym644Yb22uZhrRL4GyVK/0bz9USzldIhFi5cWBoYGEhpSFMZ4UUXXVTb5DnPmd7dLG2WJO0t0jTZAl6zZVJKN09a2eZJmsyAvOlZkk5Lk6wfztCbwUmSLK0hXkO4ClcoA14CbZq1WR1t6ACKNGmDtwUAnaCB3xjgY1nSHkmzdAi8q8C3ArKXJ1n2GLgfbbezRyHsETjSo81m8hf41fJ99tlnNXgnPCC/tHjx4vLixUkyY8bS9oEHHtiG00L0Pw4vgb9rB6EzoCDEIVggs2fPbk1kIIsWLepptapbNZPm88qlZNskTV8A830++LeBhGfBouEg6Sbg7a3WakmlXE5KbBBg5aCBHcPi8YMB49dGmD+NCz4hHmT4o0JioTiBHT9RUa7FODUW0VClnbTgEY16I2m2WnCmbCXkwWnSR5J2axlEPQSnub+dtO9P0vaDSaP3j296067LVULxPDh4fWW33ZIErU1mDiPJFKn+fmIs/b+bA8Yo1rZgwQLJ99y5c3mHLhxLliypPfbY0LbttP2StJTuiPvpDjDT7UC0DUx6i0q50lODE5TgBDzarVbSsh+MU+IAUy5cwSwfETX64ADwHADllMG/qI4ACBRnYRxQ+o3FcRHHEgqe7KAXtkugLsGZ0jI8uFQqJ+iGoSGDBPzolI1GI0E3j3rBcZKHs3Z2P5qpe9NW+552u4Vf730HHDDncZfqVyRaYnnBWbLPfOYzySmnnAK2v59WRgzFC+Nv8eoVzLxN1IW4++67+1aOjLwEdP+ErsvO6Om8DKQzcTffsru7O4VDiOnSCZrNBu7UcAg2Bez+wPYESRuFlWftthgpjFrLVfpM7gvqAHLOT2L8bDnksAudg4d4R4QzaAFHJ4I2Tg01hIH6KbvqwvENfEYdp2ytGx2nPjZGB2eL83sY/j2QdgfgiyuV5Bf77bffnySx6MQx1axZeoOZqDwj0r+J4N+kg8A0ShxHsJvQ2UpwsNrT0/OiVlL6FzjE69Dt2Bk1uV2tWuvHAFqMstlqSpeliW4LDAeO4LducQSMF3hrxm0ft+1gtBqgUahhmnmq7QqYJzV3w0k8JxBkcBbSAsdESCIsTI3/BMhhcYRJh0EL9GKVxnCQgwEQTioUHSfLymmphFangm6hdgnpNKMjoy3w0GHuBsPP0AQtqte7fj537l4rJFk7gYbd07KVs8qPCf4Gwn8zDuKVxTrpHFhff/2d06s9rVeVkvZsGMpskLy8Vu2aXq1W0Bq0pPvBlgEy2DRwcAwzo8nR2rISZVscrICKofHiMYGNixulUxlnRIsgkoQdwvIZVgqRY8RyoUMISc5KXTU94oxTIHYytKUNCjoPgMolYICQVfi4YDVVBsvsPrLlZIvD8c3IyEgT/cB74QGL4GbXQdTP3v72/R5UFj1DWGn+/PnlZcvmYYYvpbP8TRzPeAdhxXAmZqeddmqKoVm13HLLrzbLsqF/wa1wH8DnwDRe2t8/wG4Q+uL1pNGs01ha9ADYCexfioJRdpykZUCnSTzErUqNC2ezMrkEQxUZSIb/7KbDpJRANIppCYhxlBeZruBgqZKM0FE1ZRBYCIMv0IGESiuX5MpoHaYyRA8EKUPZPWVwSxriNSwOBpgy2phSWq1VxWnq9XpSr489DNKbQPTjrJXd+I537P9bivTj3HPPrb7oRS+acgbQaTf2KwvgGXmwq8Sp2J133plToHL89Kc/HUgqXa8ppckbUfl7o/+wY//AgLQQo6Mj7Gu3cL9EtUvFa6ugRkDDEjNUq6JR8cBZAyFOZxLjJ7Ztd3+EaUw0S+ESmWquElcgz3JgCAMRES24GFdmkoTukgpVjDBAe6RFv9U+Hnn4G+8cgBayxLjS8qzZJoAOolkXOG4OoovAKVwS54mEPFU4SVGrdSVNDPxRrn8G+IZWO7sybZeunzt3/4fAJQemwcvLly8vzZs3r3Dzcvwz4cqSeUYddAwqHHejbrr11leWsnQ/VNR+QL162rRNypz2HB4eZhdBHUieN4glaE1TyAQGJGCe1Bo8ND4udiNoUoJczhYWgCBjXE6mtEqstIRQRGgRGKbHFeQqX4EOfO4cNHrlBx3CYtF5okFPlWLpRjyWFHj5H1ERIVFAFYH7AacG0jIcpVTrqiVjo6MY8NcxlZxdXUqyS0dGem9873v9GUyWnnvu/Moz0VGeEQ7CLgsHg3hOwVu29G/ZWpSq3W9ABt4BQ9q9p7d3cz57oFNgPEGnYF3SmTSPVt+h4kNcDcXtQcE4T4UPluR2E7gcQKFmUyaIcQnG8ejeDbCbNOnWyjmEh+ngLxi6JpznU9OTM0uEismhPKKlKMZiUrxE5WQQYyJWqQBntxQXwDCTIWJrmPWTccvQ0BCmk7NbMLy6GI9DLz7ogAN+p2kmCW9wz6Sn+Go8rv1GdsVSiBLm3eETKefv5bj11luf20zLB6Xt7J2A74RxRVJvjKGpH6XjsLJkShN1lte48Wo9IhIqnAhE1iVuhmOc4DVmSpKgxjU4MU54gSo4BJQgtcgw0/M02K1yXJGHquNvSucwDpGhRcJEgqlbOJZrGRHZ3lEUDijBUpVWjQrh4M3Lrlr+yBYG99WuLnTB0IqPjo3+EUlclrRL33jXu966SJhwYvfrnnvuyVDHkjWHb2xXydzGphQKvbQABT03coybb75jVlZqHw5d5+JO9VzOsGA6Ek+O8XACBzoXZfJpvaFK/PCKRHXLYRcZM7hVAKFgmEE0xhBozNYpNo4LnUuhQGMMwTzOxGhwPEjmakjYDZA4J+ikQ3x8t0oZXC4FawrKHByCKdu9Q2msWwbiQnqIFZwDWqK7SnsJgiUQEmFeVDCuvKHRYdAD60r43GX16tUjoLgaTy+/+q65b78CODnoKAx0Tscr9uk/b1QOwgJmVyoeX9xyyx2vQEUcg3qY29vfO4NPrtFasJoagFN/FnCouFB7LFurvAALcUOuSzw2eGE3ZiYjQY1rcGKcskWmCrLYOTQXMa+GxXHMLgkZ7xyAoijyfIaQKBdJnNo5WGDy3+EcKp4OIHjJBwhlglhSLcIFpZnl3DkHK+VKpVLi4J5dYICug77n/OY3v7wULYgsuNxYHWWjcZDrs6wyR1sMlGeS3H777S9rttNjUScH9w/094+NjWI2qsnBIe5M6Fxh+hFmEBxDKy0/S0Xzjka7KYIRiyvUkEqVE8dx9YBcTBwXOiXWoDEylQgnqXTwuUkH7pxVmBklS0y3RudADvJkGNYiYp5DGAR0U5EL+ZKsJgSaDuegDqJHEa5MItUEdIRVCZ/rZmuCusvwXLJUZveL08Xogt1QSrOz7733HjoKaRJOES9btmytV0uTZ0MeT7uD8M6xxRZbpN5q3HT77dthRuqDUOyIgYFp03jHaTTqMgaBW+A5hqx8ZZlIveYVlYNymJLkcaMpgBGZKq4VTUYls7iw5KcCTmgjnDPTLD1s5iTGHA/IFa+UTGoi5yCUjEIVtxyU73HBmxOQciJHQWKaHdVL0hM+1U6cUZIy56C1kMjS0PRFY9PFwipUIuJwyCCnti01OgLBld7eHnkmheniq1CrZx5y8NxrVII6ylFHHaUzkA58Gq7M8tN2oJWo+nOMRUuWbFoaGZuHsjtuk4FNtqZjjNXH2PzSLzjwBkr+NWDx/KKVTBqFhYDFFZrj1yIeV7SQq0w55ycVGdNGOGcLhg5cIWwGaNrQdBiUS4GOMP7BzhQOOjNUYRCchsjMFoIcE4WFnyjBB+7imEPwEY2IY/o5fd6AG7GkGLU0Tkw4wqaRhBEHk0y+VPv6+hLMfEGb9rfglJ8/5JCD7mAq2po8vU/mqfNTfnT2Nxfddtu7sMDpo5iReqXMfIyMxuML1S/UQaghgWusE9YZJylgBfAa4nHlCrsxU5IENa7BiXFk0zTFFIUvGD1QanM5LwkYE9NBSMKkQ4Cx3DlUrlIYg7mNUPJmbdydLUdIHzI9LAlKGsrlcDFqOiEUCGHVBISahuhARSVFE8JwXH6FsOVb8kNCeZ7SRN+r1tvbmwytGsKK4uycLKue/d73vu0RyqWjPF2tyVPsIFl6++2LK95q3Lx48csx1/FpzEi9HQsIWTgy+4FiruBugoaZpoEjlLtGpe4VjIrQp9k++xTPTqGSIELNq5OHcfbYOhJgR1l6PJKupSEGZID4KXhMK2m5KVMG0xXheikYveFpRPhHHeiJ5ErHDjtmjCBDtSedtxykMeukTpRhulmUQIMbj9DE/EIpXNTBSkjyjuXIAFEmZYBE/AAxWX4DgPiLuhBpnJekQo8T+f3QoMVxEbkkzRk8PxjQJ60K3risVioczN+DEjj10EMO+iZlYYzCZ1pP+VuQT5mDsNXgOwUwnPb112eVnr7FJ8EATsIwY7PVaF7brXYdBQDHQG/UihpXCWnx5oVsYEXmkVD4CMgR+NYlHleuyA5STKs4boJBF1d4zma0uOR3ZTom6XNeMjNGUKBD3J2DUKUBAXzDjcz5mB6PnB8U7kMi2x0FNEopAYbDMxZghEromY4QSlpTzFaZtIieStihQY2vKQw8M4n/DOOOtNTd01Ou17EUv9m6qF1pf/Kwd7/7txTLF7oGB9f+VWPX5YlenxIH4dNTH4QvXvzznRrt5n/29PbM5oQUpmw5EGOt8w6BcsoL2IMBZii9FCIg7YyzSAArgNcQ11oko7LFcZGjwjSoYaGNcBGzyKAIN2kJr6NzxC2HZsfSFd2CZHEOTZsl4a0Fwt7ygE05NcDwOOcABR3XuUVowSEpQ/9yp6EchUsKRi/qeYrAB007wkErKkR6JI8UOJDH+q2SPJ0fXr0a76Vkpxx66Lvnk4o3W3vIKDNfhG2oY4M6CJrF0m677VZy57jltsUnoAg+04/BBgdlOOgcfCOJhSJFFDJqMVaHHIVLIQKKzjg5ACuA1xCPkhc2i2vY5KlUyDXBjOcEJEKcBqZJExcbhiKUN+YbR6eScBZv0myAzfOJNKT7KXEwU6KmibA7BKk9LLxUytIGTo1aZUpYknJCh6v2TCF3iCJNGIuYbKquQUtLLlOFkYYwqFxSMi/sviLAZfZJtdpVQVeaU8PfbTazk4488j1/YDrsduG31htXkGddD+qyQQ5kuozulEzP3nrrL56bJfWze/p6D2jIu9N4eRrPMVDufMiHItACDIpoWRGloMKlEAFFZ5wsgBXAa4hrjUpawhbHFbBGnKQK2tgh4rBasAhTWZaGjGMY9vFQSE8sVrMBWJ7PEAJwDWGTFUQiZXJM5hyxE+RhYTLOmBcqm16dNwUvfM2ipL5mpxFZLBoNGJcUIcJwgqza24vZrtVD9yPd4w8//D2Xk3pDD+B1+pQprceD07fuHLcsvmufLG0unLbJJgdg4JU1dOqWrcZG7RysoEIFs3wUICUV4xSwds4hFW9yeEEFwOo4MFaDY5Q3T6Yl5g+4GLUkwjB9EGN3/qYM036dxsLg0e6TyqQw/EOcBjTFzrBQqA7Qy2PKCw7yUobIwYlaeViglC+QyeHAG5cEorAEURq0lxaWqzR6urpfAEGXnX/hNwZZBpzdopMABrL1f6x3ofGzjVtvv/MkzMac3tfXX169ehVajZROoYPwuFA8X50wLam88EgXYCEg3BrDuQBeQ9wqN4iN4yJHhWlQw0Ib4fLEaV5IHidvOQigrZuFjDMUp1NxNHqRRgaTQxCFyAHBYn2MCCFEY/JO05WVT+QDRpIkhZCJt1mQKH2fhDQIqzlLw8B0BIgLALB0TYYxEqi2koLTmR4iSdMSAQSHvEVwiMGh0lW4AEK5gM+GP4Drv8ohGTWnYCwxwhuPWGFf4/quS1td6TFHHXLIMna3QLXeZ7m0nKj3ejjcOXDtxTvfX+zp6T0CT8H5whJnqOjlekg+mevoEBjjBi9cChEpYuEsgBFZl3hcuZKsMVMDCWpcgxPjch1odDRENyOTwdKN0mGYkoJ8RPhvxoLbewliAoTcsDPITXlTQZvM+7//aDGkwEmSiTLPVMyYOF0sYT5ukDCvXK2jyXqApinK4WTpiodomMngUAJNTSEiRdMyQMgb6ZlZ04vh2GnisNDQAemukn8TJvkASJIkTv7puRx3lPr7+kvocv0St4kj3v/+990KODb5W1BanwsfmfSTPqiYLzJcdNddz6m02l/DMpE9Vq5YySxyvEHnQPb0LAUtETtpxhVJkFLmDAVYARlopGwDaxAY8AWZWnOUqmCLi+T8VMAJbYSTuL0ZSHBsAMTxoJGqaKWQuRlahiZLNMufYzUuEU+woE/206ITiDmBgbup8NdsYFeuVpMGjXeFszqENEDVgBCO81qIUy4TxZsAWDOLqVKkjrsqxoIY5yLMOsCPG7VgdxNsDcT3Z/CATpQgKx1H0uMVY0WGIZ9p0nEpn8YpP9VR4mTND1EkzjdVKjpHrirZhEGUF6dhKnJAhrsUYRCiKKFnddPzW3gPqDoyPPxXoOcdeeR7f0BWznKtLyd50g7CAoNO3O6mdfPNi1+eltNvYbyx44rHH0elIYuoe2aPivPsAfLhkFyLDDUcJyjSoR6UXbkNKRd5UCj1BD2kL58/YORdHbbmJatsLGjVGbXG9F0j088fPEqClh5RpgHBPOK4hMGn1LwoBOmAkmkQB1XwcneVmyHAQLl3FQ/uV4WpbvI8jlvloyB+BLR/BgNeZW0/CpLHEMcmb+2VsHxO/Q3jYeUozH2s3Ko06mm9VWqUYdvtDKtls3qpnlZbrVKrVSk1StjSNE0rST2rwflqjazdg858TzPL+tOkPACZm0DHGTD/zaDe5ijLzaEvfgne589mwIF6ZQ8w0RWDgFZbtz6C4zA9HHxKi9l62oCWK+JiU8DBkSCJCC15KRWvDsUpyskAIzMuhFAMZfKCkyICFjAhAKbRhQ4X3jvBo8zkuHnvf9854EjY5cLvSc9wMZEnfEABvtDEqm/ffPvtu6An8J2B/oHnrFq1EktFZBCu4w2mAAD+NSBXDRZgGinSBVgICHfgK4ARmSoupa2JC5nFNUy4Msc4geYEWmGgY8HhTo36BpJnudOKczACuyyVKnAEtgoIy915ZGSYfH8G30MQ8TvscvhbsC+FJT2ELbWW1avtv66o1VYeNmcO1vM/9QcHu1tuuWUfjH+TRlLbLGvVt8L7m9vg9rct9JyJjL0AGdgGum8Jx0Gjh11PkBkuD2phqyR3GmiuJYaFpbB4tmh0G5aRYARJEv03cpQM8QAKGaJWmhJneQt/EA5aCsW+AADVK5UqtnKFLo3Gp+bNO/SzgCXr46EihT+hI3aOn912x54oie/29fZuioETmn9pziVPIrxQEJYcywIHM2WB6NIJ64yTFLACeA1xKXxJQtksLiLyUwEnqcQ4DUuZgZ0xdG9Y7+IQZW4jRKOhx+hy7sbjoIMjJL9AR+VuzGv/Era0dNNNe5e99rWvxQtEaz4gO8WOhumsWbMk3Xuw8nm3NbONo7jhhiSZNQsNFA6uaMBFmldeCVubA12XHuRvy7GxdNtSKXsx+l4vhVO8DHfBF0LI1ljGLg1I1NKIzVodY/sk3jTl5oJsecIhICrE9uBh0iq1eBmCAgh1hRgRDbTKWKVS4Qrh04866n0nk+vJOokUOgWty8FKAz0LAy3HXXtjMfOC3p5eLk0X56DCIIhywYhGJR0LBliIE1uI5HwFMCLrErcCDdLjuMhRYRo0wdQkxmm9EoiuY8qN1fASEN4trWIbUvTjOQ+BpRErYHa/Qr5uRwNyc9bM7lq58i9L0R+e1Bl4o3Hjp35+0Ih9q0/CUNa5Yk70xK8cRwg3nY+9AN+ONRYZOdKkadMWvvOdS7dpt8dmIbgzCF+N/L8c9f/87u4esS/uSFmXR18yfiKMS4pg1JKaaRIlgaDbhiBjisnDLKAGyqnKGa6RkbH/PProQz/CFFDGT7i7JRkQNdfyZM6BBiNt3bL47t3xzv7FPT190zBQ8pYjlyQZZbQz8xHMUHopREIhOXugKZAhMlXcCjSkGMeFT5k1aIKocY6DMXGjCOwwhwPdpSo3J8BmUZxmRBOfLMVY4Tbcw25M2+mixx/f8p65c3fkrF3hQLnJHrcEuvEzvJHvdSuORCeirlA2mWX7GjMP5rR5oQlRkpz/7W9vXWml/4Te1a4Q8Dp0sV6O1mWArWuD+2rhWw4oYS5OLIO57IUdBLHwkaLUgdWX4DrDnTS4c6Gny5XBla6ubrySPXzG0Ucf/nGq9UQH7k/EQSoomCZW4r4Gk5qXoeXY3FsOKx+9IEeaYT0LkDC2PtJSonyll8m+vA2mSWTk4Q7i+zQFARIIsjtX8XqcYtg/tUpUei9gKUic7B4mSRqO0jUorSRaCnSjsE6su6erxK1Jh4ZWo6/d/A1q8EbwXdsqJzftO2eOLH1QzeSOJUtsuCUn1wzRCYhzXZzuGX4NzsMWkC+9TbTV6xe/+MWu6dO3eCWmnHaHveyBen01pv8xQZBwx0aUdRs3VkxfYLaNdQcwolYHViehflhhhOGHs9IyHujJLLNsTcyHyP5d2Lfr08ccc8T/Y3qD2Fd4XXd9ZCJrffhzjkW33/4S7CF+Feahn4+VuBO2HBTqRi4JMF8M6MjLIn4RjEdyvgLYBTjZGuJWuExSxMRxBRA1IQ6VBrcstVBreEehDw7RQmsxvAzkP0Gerki7qzfuvcsuD4sAO9nT3AR7P/knFCSVmObvIcwbIJ9FcMO4GTNmtOPpVpZRd/fAzqDZF4awH7qmr8KqXczijXAaGxM78AA4ipST1VdcdyEMKs6cSacTAzshtTo1Gtp1Ay1JFY6CCYT6B48++v14x0QccJ1uVGvtIO4cN95xxxa1dnbVtIFN/mnVypUTOocoqaanNqEA+rZapMe1JIo0ztdBU2Q1OeBUso547AyUHseFIXCZAJi93HhY6nh4gAN3ObQWq9C6tX8K5PfLafVHu+++y72qrJ5ZJvzIzuxJvisS0/69htm1Qd75a8XOct55F21aqtZ3R7f0IBjuflht0Y2pWk57N2GUrG7cn1h1cV11hEFAtNgGTkIqJHJrZv+ggXFilXsZoF7fgZbk4nUdj6yVg/hydWb2+TO3//4m0zZ5y4oVKxpo2mSrHeYDPzl7gN4qXQoFgMAw1mWKu1V5tygQuzhkOn+u4bJNlFwcj8LRrlvUrZI0XDeqJwKCFPbt+IwarT97eVmKLhQ2FOhOYPT8KtOluDn9b09PbWE848Sy4JannXsBi8L/OE1ZAu4scBQ+PLbKTpILLvj2v6Ay3odqeFdvT990fMeEU8dcoCiOgooTX6FwrUKc6Rx88iEgtS5xFKGwrhgnAjAFXMVzEnzm4a9IY58PfODIxWzJ1vYNRQqY8oDhcEDOp6nJLbfdecbAQP9HYUAYd4m58c4QWRwjId+mOjkNVrgUIjlfAQyrR5wgBVtksrh6ABNU+jguAkxK3svlGINjC2xJU+WgG09ks2/hZcYL99prtztFEGWhgrBBdmXp0qWFLoPj/3FdtxJgeWIn+EpnF+yCC/4XM2Hto1FLh/Z09w6wRcGUMVoUcRS1NavTUJ1xy+HuIjSk4F5e2EkFs+6YUavhOdTdzWZpr+OPP/zRtXWSKR2EGfG1Lbfcdse78AT4W4BxGUITHTkuDjOLiwJeVooBQQgIJjAwFlAhUKQpgBGZKm4FF8R2FqQxA4w8y1oevGdQ5RuecIxVuLuUvgbHOHfPPXfFAFwP3vE4+PxHF8pLZP1fWcaYyEjR9QlPvc8//xuvwBjjI6ipg7u7utMRjFFwNOALFTT36ga0BXMOvYkKgDczINRQ1ATEudhDaPf19lWGh1d/+4MfPPJgCmTacbePsM5jSgfxrtXPFi/eAV9hvb67p/tZ8EJOYdbwMy2igEtXDAhCQDCBgbGACoEiTQGMyFRxc4Yg1uLCkp9YjmwJm1j8VOvGGINdKTSPX0c/6+x4fMGCs2lMaTlFsX+cNmgJwEHkeVBssOed9403wK5Pwe6Mr+GGgZgebsAO0JLoa9mhIyAe4t0qqmn9G9FYwrRzTi3juRX35Bo74dhjj/wC01zTNPukDuLexeu2L9j+8oFNpr0B445xzmHqiCqmj9lywaIngU1CUwAjMlV8bZ1DV4Cm2GKmjGlpDr4vbmWlM/bZfddbJA/WWsIxZH1RnqG1DKGw8aBgLYn/Xsg+I3OryK3V4JrzzV4LnruUvUW58MILuxuN9CQI+Cinh0eGV/NBLa3eejAU7c6hydAkZD4Mgdw8OAuD8Qi6DHioyy8E73XssUfd4o3AZJpN6CCmJJu99q233nkStvz8Dywr9iGR8kAJJF+Ua9EAD3GSFSI5bwGMyLrE89wrWxynHAzwUVJcjtqo4h0CPuBbtWro5yjfU/ecs9t3RStUCFci/6MbxdLYEEeWzh5cWF718IDYzczlO7UXXISWfA0rA2iDHKf4YPqrX73wNZh8/zxW775Wnp+05bMWXJ0MUjMaWhWCTIg2yBaGXqF/AgQqG4OMruHVwzf091ffcNhhh43Czid90q7G3lEu7lXclgfD8xvxaeNN0Cyhj2jjDiihKrlikrhIkR4fwYYq0AVYCCiPnwtgRKaKh0IxMosLi57Y8PIhX4ZWo7J69RCWhidfGElbn9t/zpy/MElO0/5jNkoK/yk/zZ6N77zMTpKFyex2Msiq8touqkLjxYNI+dbkl770pf5Kpe80PJE/llRYwlKHc9TE2egIUu/E0CXoOhoSME5sVTC2YTTDNlPoSaz++PHHH32GkAI80YPccQ4ChfC0cVD63jfftvhSTGm+eeXKlfxCEGcRJBuSoOVH5AoUJ9XIYn5Ras++qq5yTJxEiqzgKbB1xPOSULI4LnxyokNXsUEEWo0Vd+Ip7kd23/31P2Ga5hh8oPfkxhgHYo5/wdzWNics6pnWbH4WRfxyiF+JdFFWFI1e11QHbolrIpmY3QrHk+jIRUcUIsZDCnJNHGFRsECikQ7sZGKRbZk3T1MsO8j+gl2UH8YDuwewBcPStNK6/9df2hOTItHB7ukSLMbc8Z4sGTwFiYjDRAQJejMXVQcH57KLn3z5yxccBU3PxpR8F27cdBK2JHAQ6hc5ihlVbh6CY5PT5AQNhjSPY8nQLsceO2+JDyniRBke5yDeeiy65faDMfX5TXtphuuQ8FjACzAqKAtOZviS4JpoAp7UiEwVz3OrZBYnCzIuXU8Em2j1qni+wrU/Xy6lrU9gZxX5Brg/8GRKT/aYjT2aFmKPpu2Pu3laNWncVp221YtaI4/jIXw+wTdhGiGLmlHL7oSk44Ed1Bb1inSsX0NhjhekECFcG+qcxuvHReaYPOQ43tYzrETImmNQpY2bR/JH/H6Nuajb4EaLutLq4iXnzOF7LnpgOUiyBJ+ZXnAg3K/oKPHULJxkHzB8HT6yJT6Dwecq2PlEZ7hYFm6PubnQOQyjgQZ2cqxi0uk7xx131LuYeNw4MM6DNRkOJMC325r8ehO+6fARviyDZwPaeiDvmv2oECzoynjBFejWRBPwVAORqeJ5bpUscg7LPVwiaTPj2EtpBdrTE/bYY/aFlEzHxziDA3AW5no9yngFKRnJHm+NLE/aDZmTxB1tkiPkjwH+3LQnoS/QGHNM2gHKo3koJi+EhSSny0MFKkQ6MFE0D+Yh54Zd4IaFf77hiCUfSbk2LSmVp+EOskOatQ5oN0bq9az16+2PuuY6FMOl2zy78tOFg6lN98KaD8SykwXSyotwjkd4p8e0cHbMMYf/+CtfOX8/OMf3MLZ8PqaCxUnkDkmnpBI8oXjlnRG8YMlhD2xcQECVdC1YctDZZ3/lGx/60NFXgppNfqFdLPQBMFiV2qp29bwfnvlKzvboKJedJ6YmyeKaB/Gdca1hoOjBSiGKsGCMNAQCDabvAp4Pc0R2TqYJIM78CNicgQLjuIXJL1+sRZeKc933NLPmPrFzcG+uJ92lktxMdoIFaC+UNx3+2CXNf5yelClKrmCV9UbACUNOE9OHsNM4j8mM5DEdlIP8NM0O2iCrgzfoE/NGOk/Gt5bpoVsrvQ7WDd4SaLZb9QacotmuD7VwI2FLW0ur3S8vdfX9K/S+9o/Lmte/8Oirj3rJB6/dTFqPBdg26sCLSvixjOTwaWDc7StHH33E7bDnN+ONzAfwvAQ3JbxggEJWmzAGsRs4B+EIMyouAmfAGrsmP8WA4yRrPZq8GqdcQgviXaubbrppS0g7kt/KhiS+GViFl0iagVESYYxJme8wKjMTSipwoTBWl2A0OZ5sEFQgQyTQE+cRA1tcoHRKlD6Mv9TX35/i2ca1KPz37bP33g/zbkO1fOM6hp+Ww9TXS56Xtdelg2fq6NRiAy8Celuamt4rIvDlVaOMESKWlINpIDA6vY+CBFGEU06gtPCJVTYYwOOtfDjLLqjLXRqNkRNmzrvmK+3eyv888AXtGu8079zq4vn6OQQYMYc4GTYl5I6dPz/nnK++A05yOZ6XPHtsdIwtCVtwaKCmQ5OTxY1ix9TDlUtTLmvBosk506Y96x1AXJQkuxVakYK3gCApd3fz6eUO6KIwyrWSvOaHJMuowQuXQoTqKV/hgsi6xKP0ha3DOZAAn+qXe/v60qFVq75TTlr77w3n4FiDzzT8jqOKPA3nzryuswomgHwMRlEH8arHBASO4jXwaiBEY5pC2CgiwigYCyxwxemoDUgngKzKLr6C5e3Wgonz4Hberg830cK0S9WeF5e7+s6qjDQWbn/0NXMpnM7BMR9ECDduiLJIlC0J11dhvuUQOMcIXr1lS4IZS944IRnUCDMJOakK6jgQi1akzQE7nCQ5hjyDGFPGrYg4iLceMKpN0GN6N19bhDiu1C2rYKqIQ7OXByyul0IEpJ1xFSBFFSSApkDWETdnUE4yKbGcpVvGHff4IZbeBMvuz9tjzuvfhTvKqA/EWYjkfWoOrbhCWpZ6pHUBveZIpH4UdL4iqBhzmnANaK2ZEA0EcYBY/OzimCJPMeY0Xp9knoTCSFk3/KcFs6K4C4t07zCOG2mwG5bW+l6BluW72827+uvbfeDHz+WESDL4mTThQB6H1S/3wip94APzrgXkeJGJ2UugObHE3oWaDZMS+7E49VMb8rcdd8NYhJ8RT7baaqvQpSu0IJgv27dcLu2MhyicpgtEZLKXWcZlO4wfOmgkcSjFQy/UED1GejZhaxqDrNk5WABsOTiRQOc4kmm5czD81B4dzqiZzvNeUCZ2JrWQAloiNrZj2GTlND7Wc8g4AkfoNaDXZLSiSwePJg8RYsnjkHFKlg5TCUnG+BAmFj8rhg5qthDYfAV39zG8a4QXD8s90w5JWulPtp939d4JH0EMYuBu4xI4R9tfWT722Pefh6nb/+anNPSgEVGcH0gpKnpmCBhsCdNqYaBPZ3oPKTkZQKdjuHQRHMH76KWs9I6+3v6khdEUmiY6CAXImd5ayAjzB5SMHyagiccYQqmSyCCcMV5kGF4ua3AO0MhMA8cccI5v7fm0OwcLIDpCXhiwSIRGIURAhuM4CYk2WETpGJ+3YHxi+Yopogu1FxEUgppalGYxSJ0iSMxq4DWnQhG5rykbjdjl8oofjAK/Giy61RpZWS9V+16I5UGXveDoa+RGyOdP7iTsRnMKmOpkWe+/YXLp1p6ebhi+7BtG4cQAh4vFGLEU0fnCe7pcXZ8me37+8195Bam9FSnNXLxYPOW22+56FXTanW93RWKC3kEcsZCswi2JcAkBUuU0BTAiU8UncY5YIPLY5nam2F7omrHhVYcT9/S1HKJZfpK8sbQskzlmLUMRXxQkc0d0QkhIhMSBYW20MeLAE7EXhIaIBqJ01pwKiKM7eJ6Uh3gNFkwF+McbdbVVHxpLK101vMk6f7t5P5bNGGIn4V2fTnL88e/hg9qTh4dHxvAskItqw3hEFKZ9iXPgFg0Au12AlPFSVdZV7doMY5n9SXfttTPkJlzyrz012+29e/v6p2MNPrsunN0K+Q0BclI+r3bOLwrN40ZTAAfmXEaMn8I5FCXETSxaq2BAfk+tnL5v3333Hdv4nEMK6AmcrDCs6GIBEcbA4yGBvoAq1F4gKQaMIeKLgiBlrAgR/oKxT4AvJAK80RelOZ9c3TsCLZJVE06SLjxslCfpeJ7yOcxycWo4ESexMQm/jkvQcccdeR0M/yv8UhUaBzoYjV1lizQ6RygXJszJKL6iS9I3wNF6F6CFQjerIq3HkiVLavCcvflmCbpSXL8kY35Q52I0grgFPC5jCoPqckahiccYgQcBjk0Yj/EyjlmzczCD/ERXFc85hvDw5/2vf/3rl21czsHysoKR62SnyLJCf0M5c/acJsKYwGh80plEIGYgGEEnVRQ3BrlomkGEUIUYyj/XSTNKHNMINJHcOAi8sRZpnY/X3DeUVimj0RasMq2hM4StV2HvaXbWdkf+6KA8Fc5ADba9qwWCM4dHRh6o1bpp49ymibYnmrpzMC6HXLJUt5BOX7V6dWsnwtHN4uPNJHl89epZYP3nUewyAQkCI4+KkwAjItzPFmG+NBWcOZbwSDzGiJhJJJJiPEueevCQgCvOOAEY0OMCP0oqeMJPJ/7YnnvO/hkyWOJiQ/I93YeoGbIRVfaEisk9wjHKylgeQkRpCMoPJyjwF9ESU64ib06mIZeFWCCUmdGIMCAIQ8TSDeBgIRFPZxDEBedg2VBA/PPygnyR7XIlEgskoJa1sONqGcOTND1n2yOvfqUM2mcvlEklG2BXPvShox5CGucKs6zV0lktxiVlGhbHOXowVsY4pI1HHL2wq9cTjA04muIMGJy/Brt3DGAGgE2RDc4pJj80ZrBwCQEhDDQFMCJTxcUDNB0hi+MKYEFQRgsLJ7Fr3thFu8/eVfZf5WZnnDzItXymhSLVo6DnoggqxpwmXANajStEA0EcMCwv44NGOJEEqYeAn4giTkWEi3O4wdMgnYtXxvmzQ1BO63hHBjr2b2oZlqmUagMz8FLtF7c99PruZCGmgKMn7uTCFlwXjI2N3od1eYxSE00BNga7QQxR/CxF7PyYYU8tppPtwu4VbUscBDeG1+EBC9m54bS7MYUSplLtnF8kLbZ2ojlj7Da5uUq3KWcOMny6OO5WQTFlm8A5IJbyG1gSUF21csWf0aP8FOLyZaGn/SEgFXlCR6grcCMczz0SIj+xLJOuZW0RYqXMQzyg3bgCZoKAEQceTU8JXW6EDBKop3btgkkF3AQBijBxuTQP8epZMJhcfAPwmM5lRzAxF6wLHlvVKtX6dk2qYx8SKq4GRqIw7iZXUXzkI8c8AsP6pjgDp3NhaG5/CEnGXaoZaKp7RSQvn9H77BdQZunOO++cDmVfiU1/JY1CEasMwE1MuIQAWykza/bNtIkmlvAiG6D4p1cKPggVYtASqkANCjtXqkmrxp0MMYj63J677vobFECJzZ8wbDQnN661UkgzS1Kt7BAPAe/OeCEWxPptiPyOCMXtgAmuRhx4InahplxHugGbGNNzzalQhMtwasrKYUXnAE5QpI3Td/VjPShbZbENoFB0t+Bq2Ye3O+Kq7RM+Izlwgd70jb1UKX0HvY7H8A6JMpas7EQUGyM9TNMS3+pFK7J1q9KcRUwJHvMCaDZzDJ/cBRHNUHOCc2gFSKlQv4S4vkTP1JReySBJd8kzesVTTGg57K5JelltSWQ4VIowt7MmXrYvYbXmba3G6Pkk4Rw1HS2QbxSBtdVHcqz1IjmQGpd4MUOEFyF5NoETMQ6x6vXohFeTFYnUoJsImeLBf0QvQXpIjJ8oERDm2YGKLttkjcsPs0gc9ec1lk9e/iJekZ1DgCpnrTG2Ilug7TkOxJjV4jL5JOUyI0axlP3XaC1+Ij0kApie/FM7LUZLggmVYLeygBHPUF5G8lK9lbwYfbReaVrctVWGtgKkIqtcGDCkhpiFvHbEaBXvLcWE9BRmLQkVdmOXZOzug0yhqclaaDlqXFDWbqVf3muvvVZwWQwHYhTxzDqs7ERp2JpklhFxLMt1IUeBogBlRO7mDo1EOWjc1URFEvMgQ/7rcPKcyGq9A19IB8SRAeeseUjNi0aPg2Cv61AYnfKNV2jje4I5Di60P7YiCBwkrQjLc/b1cgP1xapI5hLrOnEfN0RVLkOasZAOmDlOYCOUaQuCZF/EPaGYDIhFC2NnNkSAXoKQCKwJ5GRriFuBBPo4TvEWt5TQ1CUtrrOqN+q3N8ZWfV8SfkacPAeubEd8yiiRHQQuhteAUroQjWlCWGkkGhFGwVhg4CrS05yKHEVCxoAPzhHTMuw/oxNaDSsmpifcD+MLNhHTGU7uFFkJ3zHB6qvuLRE60Ll5XbBAY3CE/8PruX+sVGXxOjTNnZT3Go9rPuki0vhsx1d8MWxIZuIODknqvaqGKRMuISApBhoEkLgyIuNxtyp+ziH0nlGjj7tVcVdOaLV7Roet8bPRUO87eCC40hdVarY35rNVQFRaIaiFFwhQagibdYkxeb4c5nFclRcBHcyGaESSBw3LS0QYBYsIYbQ0A5GajMqM9VSIwYP6yuZZY4w/j5Pas+pyQ0JE8oiJTS7v2bGcmIemJ8aLzeVk4fn+2x93ZZfMaOHh4Y4yaE+SD3/4g7+Hnd5q3SxueiiqiXMgWx43FVJ7i3brkZFsM0xtpVvDsJVBFDEFwiUEhF9jOBuYXSVjlq6S430sI/GopRB6xEO3CgQsNgoPtFpMbW4DiiXMD+M7RpcSzy0/eX3mHJIjVTcKApDnV25MVoaFjNl9x2GBn9XZgXOacDXiwKMJRlFQFmPKCrkBHAUFyTQ70wVIfIq0zsir/zqqS0ic0uk1ZTsbEJc8BJTLIdAQApOwjtbRzYLkV7TH0n8WWQ8v5tZB8At1epwXIUwUp3NJK6LClVkjGnNN4iBJsmmrlW3BWd9nCSDOu8ghbQhImhrDuQBeQzxyDmGL4wrIZROnLQwzhne20BdM2zdiMeV9JNpYHgqKwlOemDHJnFJFQQI6sEVa5SieA3+okSK+EBOD4G2RViU/sFuYOP85LLoKD++r0isI/C5HeS0xqSuGXSeSu6K8Ms7DYHIhLQMGEzxPTsswcJIFhpzOeXiNaZUc9/cU62ux5053L94q2ZVSkuVL2U/Cbig2q9XO7uSDcNy4+UYnUjA5khxvOYBwXAwUFuvyHeFevDOIFiRJnscZLBw6PUYdcATlQlyhrrOCcZ4KHzuDsBuxyDd5Hg5yULfyQCUtj+FJD/S9hpRcUuKtDuMb75HnUXScOgqSDoI4Y0QFdKiRmKIjLMRNFBrXLHX8JoIZDd79QTry9VwkGPHFYdLyfX48+ZJ6pYHRD3kw7Iry6kZsYUFRf6chjx8dvAXn6MAV5IIf4uyfdoyHfBhjpMnOIpmrffE44EAbleDzbL9D+g/zA6pwBT4SEeXjbhZgojqvZXxsFUOR6XwzajpaEGDAxzOOkJEQV2iOX4v4VM4hclU4zxy7oJ201PQWx7e88K25v2LZ5M+YGl6ldTyjG+nRoeLUUeShgyDOVQEVaiSm6AgLQ5aWuyqlcleoQ0LtxfAO+ij1UFeajpt3kQGScGdtY3cSbMXn735j1cVkRgxuMXbNyOQ5UHzudK7XZHJBH5yIGgo/u1lwXJnhffH2h125xX0X7osvBOP12QXnCEGWjfwZ6x0fwDewt27UuUUawGBiyyGHiOVJ/EB2bIfQfl21SwoRw0sIOJ8iC2ARNDk+FLiJ7YxbGiISOHcOJdOE6MHYlPve6X190r264YYbZGpBEt0oTx3qWXm5qh1RgMdDnDZHKc0UlMbiFPi0ZnP0N63m2FLIr+EmaQjHhxSkv8CiL6YVGyVpNQ4iVk03AFuB/vlpV3+FU6tYXYuNMuTZhcyLKj35QG3OoSlPkD7J5HDaSBWHh6sZMeOTy0X/SBbzbt2olp4LykcT7OZ4z447tjmddeKJJ458/vP//QAeNr8WNh6ppbHQkiiqjYeFmBLGW/FBB6btpWX5CVLWJW5pU66wxXEF5El24KTZ42ZubP5w4AWZX3E5vsAhDoMu4d3oT1ZermcxWow5TbgGtAZCNBB0BkiBgkQjjE1CcJOvf+U358w+i+uTNqsNiMV0ckgc/jy6fGlkeRNSCbB7xszsz331ysDqldNb5cr2rfqqN6By31uu9W3Trq8mDdNBa2IVOrkRi7z8BN0tg2p7ro7nmleHIShgt1KnUWmggq9icUWWTceAhA5yBzHcnDrYTZb+wVRUbwQTNXbnUElMRtNFtwa3aUvHk83jJCe3sullDfHY4IXdmClJgkGKA0S449iSYPcJflqIW7Lwkf+9JPBPMAjxxn7KsyyaFqPF2LisBHSojXEkOcCIAw+KlLak44/kgf+ZM/pATrw+Qnw4y7fpluH3f9u///ovt+qrTyuVa+/B1iT8EKc6ibRarn+k3DgNgBO0txzuCM7Dq2RIrwKO5TpOBQMNB4HNVKpp1mw8W6C/KXbLsdTwkZY+49AWD0yxc7Cd9BRosIhn+BwvtVATXSdnIDH+ecjFREwaN2KlFTY5KZsKQpjjcG5sjDUxeP7RTh8iEb/RkXNsxCErD2oYBU3h8ZBCTgI6VFEBXYwYsVzMLUDAQsLoU5au7ji4pLZF8kh74RL9NnqR/0nGLjqwfV+Ku3GSHIINFR7Hd3+PxdgEQx1aHx7XhezHRhyHSaFVajkxhTzGq+LVPIn2cnGc05JOurf0NLSjFYzAm9hXC8dsdstn09BhVxhtpMly3nhBBx1pbfgzMXQOmcVmHBi1y7SOLpZ8TIYtiZAKnk/bhZq0PHDWwLg4H/JBRcFSERi3pO1KaUJBShiQC61p5LSUQ0pkhp/gakEyBlrPkMPKh9pGQVO+E0LrCOMDqyTGrRKEK6YxMQrHGTi5UxPAuszlp2h7CcVLcC15246R9X3A1uiASwZ3rP9u670+tN3D17ysVOvdrTW2mmnT8OxwvQjwMLOpBA6JcFYuQYCimEMBkYMB4TQimozYHOOY7ilhmUkyDeEEs1jtz/jsrDClqzANTIwI8QE6tv7h6hKYITBamHAyPKfOsmE2NX+s4StLwPFxIYD5knXGRa4GLIuIRHGkZDGQmnOQix6riOgMCJQ3ejWIQAsoF8Mpk/gZth1qyp6ts2fPNh5SP9OOiVQ35yBKDL3TOZhHoylk12TJTVoRE0kvsGyQSJrROeSp9SBsKUn/g2MRDIDLMGRYIO0vPlxLXCUYu3SEC3k2Ol5gEHoviOkoW8pHgYbibUNSzTLf1iRWgjuojcEZVD1Q8sZM+ejK8xJrLU/T4RIruPj3j/oIniR0fkBi49YkPWXLoF3IYoeEJomPwynAWUWY5o2ZZvI4o8NYblfY7+UYJKfdyEOStaBjMRbADBRQscEUqKKIMchFwwURQjkeEglY78H7Nnuj1M9oMno9Ur4rwSQB7rgIuh6Ro9A2zIJpZXo4Ha8RTJoLlgng4gcTqW68ZnOMKUQsSd4uJNcgfmhNRXgbq7Yw8UOwHC5fnEQgQiYfNcSjD7ymmz5WAvkj8CCV7mkau+dTwTjHeFOMpAKeJK44EahSOwDKpgbiInjFL0V/kS0cjsIaNAVtZGdmS7ImehVj41QNhEoXouMIHWAUEWEepDUxxh+MQ3q8zreBr4Oa6MPz9x9GSnfwCxnQwu/jphcwUrERWNTyHKjeQdPgHIQ4jWNpwPzZIWiX6xgAsWjdSeKrrA8kP0ikySASYUqkinAeuCOWcHDzhixZWWmX/sLQg1GSphIlqGi9dMQlw4qXhYYWR6LaRUJcwiQRnEmhGCihYKVl9ihDyYATGtJneHIuc+8YpC+MVST7RnxoXidVUNBq1JJL6V2LVXSwRIavhAGP0o3LI0owCgbqDRmAGoOqC1JeqnUNe1ObBUj/qYHeAjUkcFGL+npWSKt5JjSnkYidiLGfEMFuCmgrsyyRpSFEDeK34447Chm6/VUsIUEyiCJZBkmjSIbkyMolaYAeyapjf+ELUvdxLRYOruwFrf4TIIydcbFkYhWPdJSMAI5BPBqNR4RWqNh90jyxK8fklDkPMw4ngiopdlpJ8LbjM+nQ3EyqcY6OSpHlUaxn41fqnEfKSqNOHyEnTXQDI/gtDzmyFaw3HLlJqO94HStZOFN3sloelNbKxXFObElIFDixHHJ6ORAhrLR+mqE8nCEhn4O4FIzFe7m1j1sdk7YEFUZKeA+GUow/iE0JHyvh9n0vtkehccsqRzLx0AslRHGX5vg4TjqLC0snzgUFMlWTZO4o6jzcibudcA9iTGNtpak/E85WUJOpGtCheiajBNyIA0+ARDwRMoI+bcFC1w66FbLgjkCg6+1Gj6uAvFwc71fnZc4AM+fI80k69kqEHjaM5TBZslzw9vqtOwluuNP46jYZQK69FuGkXOHACVSEZRlf7W5iaW96H1T7E3ahI5HcApQ2Z5J4bPCU1Rm3FMbRKsBTFzZ3iNg5GJZumXa32txAG3ek7ciIWawJ+5RB6MYekDKgkm4EUylsxIGHXJ3HeIhQTALu5F6v8R0PlFRRpzNwg4No1GSh5WBqrphfIw0AYpdHS6YTL/KUWAyElsPD6fxqQM7VYgkMukJYd4VjR31+FnotabY5Wwewqz2Zc0gbLgz0raSCl6vYXvySIMyaD/8ervQrTvXisNyBzNKWC5WzY6r4OJwCnJXCQ2vRGRYiSYelrAnClXcgHBnEMMVKPUh7BgSYfykD6vo36BzMHKZ5mTvU2vY8MZuoPdic15cXAK80eP5wMApCKZW4pyRInkhnvGoXFnM5hnMamDIegYClPQy7eVjEYC0WPiltCTK5dCt1YkmZOoZOmuncxisWab1eH8GKDnUQ2bg6S2+RvpkaoejMBEQFUU6SmzDubwaS1t8oJLUM3oPyRDLLxQG5ZxFIZIIE0Fmzgx2L8aAmzXa47LLrN6c8Ljfh9Rlz5JmDyqFIXf1QaZZ3zT+xOd8EZuNINz6h99vq+FQ8tQ11HdTawjagmyDxnfktQtMIF6of9GWcOD0E7GXiNEQxX6Tjz+ByCVks4nShJGA8YLz8CHOWPNpOW79X2GK9CBays+z5bCPwp1I9CVxVm6xdxfZXGEr9tlZvyTInNbqsfRMGJLxT2xN1U2gNzsF02HxJOhLWXBGALFryVJ16eoHogJzOQLgRKQXP1lLoS/bZC2q1Nr8cmyyfOfOZ4yCWKc2d55u5CEegQElJrgUTQREsxuKo3/eUAsWof0H6UxTYMbkHFslZ1dY+WGe/Q8ZdQYOFu/q80uB5ICxgLxOnUSwleZkpreKdWqmch1fShwOGRRPJHuhfMfpHgS6fgU8j6DOQ00770qZIe1t8B46o4HFim0E9dKwgA8jbTho8ST4VLkaHHswdrWZjKb6RQGbZPM6smnHLU66LCJXTJDjlUF5h0yyShZoRZOwhEHBAonkrtZrNrKe7p4qPdO1OQTOWLn1mjEMsvywZyaeUwmQno+ggFBGBpRgbD+7A2zR6oNtAAT5F59N0rhrGTfnDKR4SYszIvcrESjVZ6uatAcLS8Lm5d+gtDA4jLQFuLQwTEP9crlg3u+A6uEiTXyxZIJ+Lti/l6jO0Uqm9DXokz+X4AofYvSUBvUUxfsavKiF+p2gAADzrSURBVC8Plko3kgiDdN28epdddnkY67duqOqSE+RAWEmjesZxQSk+CirtOEDuqsEBKJN0kq9cTlQU8rIKcoylmUK0JzZr6OYuir6NiyS20Z7yPE2totKp0SglIQY11mIsyHNWUONPCinHaaFpvAMXiJ5IALL4URlshsDvBd73X/vKs4ZStf6FtNbz6nZ9hFrB8Jgmg/y5agQxHDuH4wAOdAyDD7Tsa1OC4pxWIQI2LIyJTTCeC8AFGiNsU24W/Lzb0bqlGb+Iy3ip1JqFl/AGWk1ZrKjKAB66MVi5QftvtloPYRPrm8jDzasrNDrdwjP70erh1YeBs8YEYcT6XCR2DnKZYpJqfjKfEoBQKZkWSOwcghT1lJZndtJ41aR0nMKCwWCJye00PNaaDfRV+OEuIe8e4LIRHpolK6Gp9IsJNWyQiGk8RJCB1fFxXx/FJZOUmMBBWS05kEt08F3KJ3twpuoUZCsdRCs+mKBn337x4ZcONMq1s7C85Ah+sRbVBZx8lQyKxQaNsKja6RxBf2jnYVzFOWKFI1wMZpjkckLvimOHZv0P8JBFQrb1Ktg+hiV8vwgHnhz8C5dUNep1tHJ45E+1YHCmKYYdfPwB/06zGz/1qY/+jjz8nEJl+XLp27eqpeyGeqOxpL+vb0eMR7DWHMumXTcQS1AtuBCmIDdshnkw7i1CZ1g0iuTEzkFlJR0O1vFaMDy51d8/UBkaWv1OoK6CI9fR7JXw27i6W+ytSu/UjQDxSQ8rVLuQLAoa13hITDR5KvSOlMs+EutmmLwneaGfDaoMHZC334TRxkfwsc1X8K6Ng7dl3rw6FFfnkLu0DLVURk4WahwgsnqroeGcrkMsxQAkUBYG9pjm++h4rX7Rg+e9+X5JZXB26zOJzGBlZ555Zk+9nr4WX1oTlNgg2ShGL014R4UfjwLsMhLxMwrcoLAyb95OzaOOSpLXve51jyy88ac/hMftiOaDG5kGrVQRjcZhClJbD6STOweJTSPhYxTM5KQMQSGm8gQIUNrGXqko+Pabr7zymlftu+9ed+J7dBwYcmOBjeyY3GxzRa2c8uLKC1mIIkTOFNUEg5PQgF6HANlLZx519c6IbgK7wY2Ew4IncHBNBo82NgFJm13owzwHi+P+CQ8aZuPTA7M469luDPuNKnIOZVM1rT4LzuG6aI1L5iRL7hzEO47hjvwWu2q8I/DNujJbMSxy/gE5EnQBk/lpY9YsfGMdR2u09HKMvV/OfXc5qxTSNNG4ZDXugTA6+vMkHbuGPGg9BCtbvPtHaLBU6/vYHOGY7q6u6djuU7+RTmlmtcIRLBgIBVCeHohP1HI4OpYTnANILY646ilYug4VKN3Etwg3HRpadSSAH2ArgjsSqk+bziD7aQ6IxlPqIIUldeNkBrFoMeY0uX3E5ROwFlBjxg6DJDqmlKXHiDQWsrwJyyLukO82CHBBstopOkwk4MG7Ll7QxkYQCR4m0wml1WjR8zhtJF8IiIRToNcoWNfZOZimi/MrYThiuUrD+z+6V3jVuDF692jXyBVCt/U8KH1U6uMP2PUbu7t7urC/Mx3aCktSgXayPqZq3a3vf/zkk5fbsEPuLOJh2G9K2p7dd911Mdgv5/cUULRq6+YQoqqFRVcFiD5xnGCSuaMwH8IWyQnOQTrA5U8YRZIUhFQaZxfQ3eLevFDnkB9eeeVrSDF/8WLesTauw+1pQq1YCEDwZ0cUBKQYc5ocLKURwBMHIEPEoP65nsK2w+fglZs8BViOQ9mSrgNHesJ5p5U/XFFHcIo2vjrbwJWGQ0NjHZibeeZxHW/EE6hLRakv+YKlGJ3h8swrnOTyxyhpJE2CdAlxllzw6Dlzh+QbIXh4iW44P4OA67m9GIm8Wd4DUb2VkaqKHH32UR8bW9ZoNb9J6XAsoWFYHIR3Y3iNPErHLMCFaEX4AUTeLug4eg8wAyeTBqkkw5hFQJDZRNesEGb6UgaiCBUiA5cUKx+1CGFXCQyROUB8VsXAqj7Qj0/aZuWPUcRR2Mhho5vRojOPOyR3lvEcCWhEK+uIorjRBXlRaQQRnWlBooCk7FANqDe8+iD1lzXtSpjB+d4pfpgoxC+mdR5e7cdX8LhTAO5Q0IQzQ+YYljfJCsPIAi+h9iQSNC5kWcg0y5o7z35YUwUKh1Ek8+VHHgJNK6324B30sV9UqiNfcwq7im13d4/uBft+FfZ3Jli8PjJl5A13BDyBx73guxycw6k4xg39UhFCTniNAHfb7XXXwSgvwwdrRByEFWpIhedKQrCor5A8DKWMVDE8KwRnRMgnohmWh4YIkMiLQrCMggrvzsNpk1qt9tbLLrvqMFLxADwqRYU9fWe9j2j6zIhkJlwIHw8lhHwxr7Na+ZBx3BHRszClGLyiYANy4+OV3R+uzmNXyH7onRIPLta9w41HcaBlHFbJON+pw1VAgMa5ECOWPCgYOMY0QhHxoRjWJ4kYU2rSacwCxkQYjsi6lE7k4sRlU1mVGzWgS3na0vlzV0jrgQ3jaBdu5DCtQ7u62CPiO7SSb+aMgvnPNX8lfIXqr3C1rxCKg+USjhCBwDbHIsQgwbOHhoZGMS2GOwYEW4eUeRPBvODwOMEM+73fyoBQkslZq9vCAqPhC1qvoZINpheece+SV7oaqCVq8u+XXnrV9pyanj9/PgfsG9lhmaJWEwdN3wgZ58DLJGaO8SEMQilAqW0WEjD8uVxeFRdggnJHiukotIPX7j1u8kGGyPe0jA+iYIDAUOZEckmHwyrcKcalqVT5OThHzqFIuak0S10DaNzq333gwv2+LXBbOOl2cdppZ82GXvtioziqRSFQnBdEdHoh5aJY2Nd5H/vUv95rjiXDDU2nw1t879s5c3b5Kfzzm7hjUxhsu8QmVgQ7I9OJHcLDxMvNxguDdFJ4kCRhUU+1jesPeZYkmIrxksFghFRGxkYbA339+PRodjYzw2k4PETcCJ2EmWBJ6BEFJ4UIvWc2ZnYhhSsIxYC1AHP5HuLVC5eMZheQG0o0yCMdfxFvcA4SdeCCXNCTReoIgahRI1d+mFy50Eoozw/DiSDXAzimD5TqSpqCDkTWMcVca4+tfLCclKTbPXs27EDHHiX/fgxaj+MxOK/x9VkIYT8KZgOpfN0Isw94MFgeGR19sFSqfBFxX+/nShFUbE7Y1XGDaybN01evXvVnfEYXfU72QfNSo7UG9RGOnYMoKqEUOY4gpYOCDOMndCSlc/CKk/NKWPIR4OyIlVcNrWr39Pbu+8PLr/p3psHFlhvPeISZwGGXjqCgCkiDFOkjZscXrsDnVRGxOh+vrH8epOVFTgjyOtFhcCFjLSmbUjoPr7Fchq3eJpVLCeCT9F1mLM/wvHiqgnZNPU3nEQXwhdtqF6aYW9gW6gP3n7/fg+xaLVw4x+/8csM89dSz3ooZiLdi8C3CIRHmQ/eUPLD9wLMT6Tl+7mMfO+5h9KBK6JVou0IOO0IXywFucG/AjupwmDPk/Vzpv8rMhRWFZoD5duewMigWBoDMmuI805qSZFkqGnAjEhjRAtAKYNjuOoRS32x0ZBSTMqWTL7nsisNIjs9tcfe8cXkh7qk7Iqu1REN+JC6ZHK9OIGI+Q2Q8ncsIyThtLJdhMQBcEfbylZjTi6DoZPxS5sKlvELhPLy6XKK1bgQ7actBAaAwEXYhEAdj/hOAnkLeGCU+SlMjdTzykMkkkB7/4P/sf6UQ6XdAMj7cgx3UzzjjjAHMxZ2McTQe3bTxuCKrQJKoACeh0GZ3T08J666u23TTvq8ijo0dZmmmGImOCY2KBkeaNGv918jI8HX9/X2gS5sqXFBiw53O4Xd/yZoXOCJ6T4KGygrJCCiRaW3aM1EQ0SHEWCws/MpMcBkLGBvy4ks7/fIPf3jlG+HI7d12241vRBZKlOKekkMW5LMZzFOLggAWY4EqgAusAV0MgLhgQHFWXVBUx0Lrch3vEjt4Be21RJpIjuge0Qvt2solXyzX0+/UB3DoS6mK4TnWQSLqHHwdttU4+ffnv1k+BY7WA+vDOJ07yK6VTDRlWddHu2vdrx4dHeXidnkkYGqzAWlgh/fayMhqPFlMP8nuGHgrC7gb/ATHhA5Cg2NXi60JJtE/umrV0FCtWqlBZW6LzSGFZJuJSsJSfhKSeGHMYTTKA3phAkPcrRJ+EkYFJGHmBzALm/4EVDHz2+jCE03s4/K/l1xy+a7UdeHChfxoyoR5Mt4Nc5GF0bloLQmPF2MONUtA1PMcMBMEICM4h8vj1X9egGRFWEhcLiMd+JA4cCJXjZPcerjcDl5Gg74SMXq/OAxXMXin9vSJdxqHERSnT3zAISD0Y3gYiJYD4dbYRx66YP/TJUV+F90M++GHt6IjZGec8YW9YB8fbWDVLkpAulKE449COVQoc2AOGz/1E5844WciB3C7jrtMakyzZ8+W6bLdd+fDw+zTnNCCeuzfwdPQn0NAjJ0iLUDYeOfQipJJR0pQImVhVBAEah60aBAG3O8pmjfltZwSjbUzo/Wenp5NgVnw/UuvfB2dBEtRMMUnT3ep2VN+MCf5UYwFuIGZl0koAqkEgnMwxhJyLl61xIiRQ1Au1/FO38E7Ti4lkNb5ItkiolOupIhTREdecw7Fepoul1CHIRicw/GxLNpa2sRXbLvwrGMoazUPffD8N/+nyI2cg12r+fOPanz2s2c+By/t/Re+TFZrtvByitorUlCZ0L7Z09NbQhf9J3191c9RDlsP/NbdQeBhmb/Ft9fus89avXr4ewMD05gSmyIpLs2nBnme0DmAoDdJ94sVEloOChGEiFMfA4StBbMkVwtbcqSnAioLovDpRnQB65ipeBY6mxdffPFle3D695RTkuzpGLizDPRgKI85VK4GZl7WeLBQhCymdj5eteJDWoGWgZiOKUnJMYADONaFhGI654vkGogaKGVMTwmRXNGXtzUenXQej3AAqVTiJE2cGOYzDixlwYCj1NVXbY+tugvryvZ56MK3fI3c/ryDwXlYd+XdJHwRaj4c4MWjmO3EDbRKYWZ7tLo6ZmVroyPDj2Bz0hOOP/74MRuzhIeClNd5TNqCkJDGRiEMj6Wtf125YsWv+/p6a5jT0k8SsEBwSPZo0AzjxKxyEy7ipIEgxp2DH+gUWq8h8Om0mzCHlkNkM4t48k52nChQwnJlepImnGQETtK9BdrPS37wg8sPpHNTd5+Rox4b+shvQSyFCQ6CDYXnU1I2SsVysLIIbJJhwCXHYHNyl016h5EJYSkvKxGR04EPiVO24qT0LA1NOpbrdKAS2fKUOxaq6cZyIcs1dN1Nrl78TCKKl7goIzaBKG++bDVKpVoP333N4BxfbJfG9njwwjctwu1e3kfxbhXv/mw5KKara5Mv9XT37jsyOgz+rEybMlthA4Ixa6nWxIboMMwTP/7xE39BXp8OJv9kx5QOQiYKoZPsv8cef8SKg6Ow9HyouxuPJuGRUECUkLs9aKkQi0gLngDCeGK5sqAFZFFEhFJxRIpz8BrBlSovbuLkAJs6DQK4W2Drogaa1n7gv/u97116ImnY5aLuoGMiG/TgbkuauwmSMZU1vyEyASFBwJu6KtFVn4iPtGRRXCgbFIgiKC8KC50asXJEOC9XsvDwOmOYt+HC0aGToGPnILHz+NUEaJR3dBMCL5DWAuMAbM2IpSMVrBZOsNfvjfCVvR+64M0f+sP5cx/Dt88r+NhHxmcdlMSWA0Yud//TTz/rjK5a1zw4h9gEkqZdMyWmgaEC3lrBy1BYXHP6yZ88SdZbAZ7f0xCZ7Fijg5Bx3rx58qxhn332uBF3v+P5vji+AMXpNj6ilOLTOoqqiE8tqGNc0CQC3FQ3u2U+WMXFbhXzpzJt+QpFKYAoCUv1EoYf1txVRrECuVwup7Wu7s9/7/uXnvv1r3+9z+4S6dPR5WLGJK8WkJxKOLY4hj3OvKjd8N4jpMYbCQLEcFHZ5iVPBrKa/UmYchUWCTW6mJ5y9Z9XpXUOSRMRKXUy4XDanFpgwkk+/kQPnvwHKFdn0Ha4IhiPI8rVCnaHx67smKFqjNyGr2QdukVl2Z4PXfDWa0GTiHMsnMPvgVOgvKvhLccZp511Kh74fbTekOcd+D5j4q9qkJizWBnGqeno6Nj3PvHJE08mP1sP/NbKQdbqKTS7LDwo/A177XHhVVdf91wk+plWa6SKpgzfq0sgR/F6JiUOViDUFBhOIoARCbO8LMwBOWEFOLHauRAW5VaWTjgFszgwuwXnRaE3K719ffMg76Xf+c4PPgD976Y6vqyf4afkoF5yWN49OuGV+rNMJItG4QJ4VZxiERaUy3U6Y5OLw3ANcgmL5ZDQYXaNnM4SEWl6Ii/peOA6oVzDCQ1PbCBSroMiA6qSnW6MD8q1Mh74AYL1go2RoXar8X9Y+/WNctZ/MT/+8xBZORDnM45BOIceXGPFMYesPDzttDPPxsrz4/GiHyXTOeR5BxMEOdNrcV+D0eHhRaVy//spwpzD5anUKc5eWlOQ5Cjehdm3JwRO8t99fX0fxJotKoJcJnizhkrxYEh1FIAYvmKIk0G4XBF25yCXEis74tpdi+BCEyUhySEdkc80+S8Js0IS6FdGj/Ax1NHJc+ceMJ8aMA9czoyCWutCIt9Ex+zB6ysLUXkvPvynA1l3/bq02rszuga8M6LmqYHoMxHreJhQSxYMZwAR49VEGPNLEktAI8bDi5a7AkAYjDgiER6T1QleB7miRuD3mF8NgV4TWwbxC18v2eb3DUeHUG2/RGfoJ+i6X/aHC996SxAljoFncdadIhzP5srYY1fq7fTTT8fLYF3ndnV3vxMzmdQ4OAfTYcnAYRpwjtrw8MivEHvjJz950oPslnnLE9JaQ8BLfg1kOdqfjxDyo6t/8nWsQj9k1cqVaK7kFi5z0TT0UE1ivM5PxTlmkgzkziE0xgFeYJVfwuTVQpf7D2OBJhSGkxgv4CIza6DvKU9e0f36Lhzl0wcd9LbfUCIcpYZCx2wH9X5ix6QOksFBRM01iWZG8irIqT3Ea44XLQXFEnKaWPdQ6kw+yC5SMsafy7WwEK2FXBa+1CAu4RBmxPxqCI3iLS52pbihdMYdD3+J+M1YEHtzo5rdZTvDC4OUZzK7HTsGERxH+oD69NPPfBmSwWxV32uGR4YhSm/OIMO91u2h3eju6qmhzh9Af+JNn/70iUvWteUQhXBaqy6WE/PqA18q/ND99x3xvOfP7ML071w6CbRl66JOQmIxUgZwSHgC5yAKBa5ZYzh3Lg2bKYBfqKSCIg7GxcischkVKRKo8c1IMFbxPsk78VbiLt/97g9OS9PmV9ASSjNtDk+9mdyTP0SK6bwmaU/aOWKHiMPMuzpAnikP+dWVAx3JvcwEHMuKwlL2rKn48JhfAz0DPO5C3X8rLTeuefC8t/1KQdEZrcVOM5aXFm+9rMXWOMKwO1TCziJld44zTj3rEKjwH5zWHx7Bvglczo8NucAzzjlQ73/Azfjtn/70Ce4c0vOJ5a9N2DOxNrQFmnPPvR1evXOD/fpH/rL8GwP9A+9cqd8yR/cmo+NJcQoTQtYmECzheMwhzmGVJMVrYU9wypYD1k+Z/FcnJBfSYJwhncHiQ882poKrfLMML8/8BE3eqQfPfdt1pGFF8AEjWhR8XmvtW5S4BWnV6teVa+xiDXHtD1qQqeRQ37zoTVVqS3Vw8Op4p1UcS2/8YWVAhGR8KiN2uaQVBmOZSi5w4xxOeXk2QRqMotCViqwE6F50fW7Czf4nSXfppoe+/CbdXJq0YZyRD5pZZ9gylKsixGE+97kvPRvfQPxsqVw+gk/BsYaKNzd2Yz3jLGxUadZEHeNZx+jv8TThbZ/85Im3Q0YFvyd8A4xKi9qu23EunMPf7usfmH5+b1//+4axQyOU5XMS6Waw9MP9nmEfcxhcCpfl77m1sGiCsBc+65003r5AfjEsFUgKISQjDsQ0qgWJfimANawGTqAnNubIvgX8fx588DuWCDmEo+tVwhiFix9R4FMfsYNkcBDsD7UzvvyqYxBXfJwIKqTFnueHRMwPfzyiahGQUhbxTqscghOQ3G4MqNnWSAe9RfXSgXORcgVO0FM5XcRgovSCmi9h24MKtnzhGqoGpmFbjftAzUWGC7Bk5KeBE47CLd4OxMnHucSdccZZ70YdnYIu0wu5qRtehJTyRW8CJqCKoXQ4Rdzq6ermM7H7kNQ7Pv7xD99N58DO7twQzrQKqa11IKqJteYpEHpLQuAVP7r6bGQEswr1BDsjsu+Jb3xYRpCZ3OERhpFIVYIIGZXuI3PBPIcq1gIQmNaSYWJZwkSsBoAyq2AaqqriAEY6SIt3E75Jhn3Eqsnw8OrlAF+Ij6acc9BBB/xOOXQwz3BcWY7za+wgrdrodVgSYYP0KVqQoJNL4dUyETuGgy1nnn/lIn2H8YtcKZ+oTi0xZcrPBtZykcRzXCEEwtyZIdcNzeXyGukBWpMJeMDxRoOdR/hsAt6CZxys7HZ9GK1AhscG6QVd/ZUf+EZ0nvwZZ5z5atTLJ1Avb6nga+VwDu74SaE6U6UqUCFM/yYpBuRlPCW/Exu/vROvzv52fTgHdYkK01Vb92s8cL/8ymv+DRtkfxYrwhL0A7lZaxUZk1KUkxm3FyWzLGFcWbjxOIOaEN8JFx8QOTG90pJafxpnTECUQmFWo+YoeKOsWuanHzDb8QiwX2sk9QsOO/jgX5OQB2e9li9fXuKzoM47UYeDXA8H2UlnsSZyEEgPxqayXU+9dlSFKS4XyYCUnjHGYcolmKXIQ28AAjCIgP2kRMBIyXJ6iT8X4lR6DbQxmEBDFMBeowQS7/kJmebjO3a/SYCNIWAl2CkFC7OhcfOWZto6Y9kFb714/n+f+qK/DPX9KzYVOrS7q7tHN+yQlRsca8gDQLMRJiDdWThHgpbjmnqj9d7BwY/+ic6B3xPuVkFuODwXAfBEAwUnufzH78PrzP/d29PTj64MMoGMcfcJN1EmIgaep0bjncg5vLDVuFmtkXFAMJ2nk4YggQqxVj7jVjmCE0F46olE5WUw7OpdrtaqCb8qBNxFGLJ845BD3rUo15CzKbdXly27nN0vHUweiKXUC9IWp3mLLYjOYuW8VEiLWvQQhId47agGQWnOPG96JWOUf8moy1V5aaULLyjLEFBSKZxiueiVoF8PsbRQTNZI4SMk4lUnlRhLIGQ8lHlzbXN9nS+mJ6GOPilIY/hWUldfsnx0dfsltcZ1b3jesh22mF5+ztBwA0++WyxnaiYPtMUGoCFvVFiEwofCNX4uDZt6XDDWWPVB1MvoE5nKdU0nunbUzEQkaw/j3da7JFdc8ePXw/K+2j8w8CKZ4UIfEUUSjUtMLsoPdHi5S7tiLGivIw2jTMWZQChGRijDuV7qPIwrnKiANkeUKlQ0kAErYSGBoxBexrJlbliBGS+2flfhNvSddiO99vDD5z7qKXqrsmzZDMzLz61vjm04p9f6Ju5ihaQ8Z6anCCPSq8DCQm95FBopDQlN6hzMD80IBzh/h8CjiFU4bC0coBMQCPA/AwOE7UoYH/DtPKWDw0vhevmJSKBEqegaSQVKsU5DHoYn4A20wm+EchfjPszVRqUveUltKHnN5g83N+sZTptt7AUqvTooRZFqGnw63kQdcYYS0PQTn/jEibL8fX07B7X0XIjG6+MEL5YZITrKZZdd8zzsCfyl3r7eN7GpbGIvUSQZulwsR6sPKVOGpdQM7jc1vXNoeQq9OYpXhDqIMFGk/NwJGA9hRqw3IQWulCFtkuLAjFcbH3KsVPHWWcLtKJvN1i+wO84VWbl8eW8tvQ15kyliJcfAcvCqTe/+U+XqpNDFgnDRk1SeMw0rnyijQT+rUkLtoPxq9kSA0GnVSf5wi0EjLa+Qoll4z9Kv7vtN7Lo+vatUheH/NRdhodZYNR0daA1UmpXXQ9hH0TV8JWbfqCYdJXrgG6UJpJqLpihRQDTmOCZgeK1JAnAApv8anfCMLf1R9g82y6WX1pql/Z7zSLJ5/xA2k5bGA/xSmDLewDRvGS88/aHULh378U+eeCnFwe7YrdKWfUL5TwyopfzEeCflgsGm8+cvxmpJ3b+qu3fap2Fzn+rp7UmxbB67k7APis1TzCC0TLVgCVJzsmYbAC0b4hnWZEnjLQrh9i9IpVFCT0NixgxdOE6UWExLGaxXwuAkOrjEx0T5WQjQY+ZreDVQNwN5NWZTrn3ooa5fsgVhotsede0tXd19r26NDTHOfY1BanmgUDmYwASHgBUnbBOQBJAo3CmXDoJGGO+Zwlf2X/rVfS4P9GsIbD3vss2rWenMUrn7kAzrmZC+OAnYImUZZB4MFFpyCnccw/Hh7Ljqf4y0sNMwqmXUjRvYb+ul5J976gm6W8m02mjSaMl+Cw1M82KH0GoyOjLy41a7+aFPfepj95KRM4/eczHB6+3iNbfeBMaC4rVPl1zyo31x9z5rgF2uoVU0Qi6gqaBCaHtuxyhLtiK0XhYeYhZlIfNwOAuUYfzE2LEEX/qmjJPMaCVsEYIcI6lQOP8c3hGmFfIfBpO1oBO2N5apL87QcQJiOVzo513V1uV/He7++fy7ZnxupNLzinJjuAlzxSCAfe34YIw/UQkn6TsARH2ZsjVtgicfl5dz+yoexitZE+qcX3DagkBFsDUPvP+8fb/H73dss1kPjX38sTBJVr1oIB1dvjT1Ta63PeLyM5NKzwl4MYmlgsTjzaiRnNyNoAc2wBUNRCr1Iq7zIByHlACL0eKad8UJzHmdXmnpJPdhS+a3zEB3a6tl4ELfvKunVK+Psi7+3/3395/KJSNsNSCMr9t2diYtjSd/cQ2fvKRJJMSD9+9//6qtyuXWqVh7fCjfKUf3BYaH3Ms6LjdsgWihEmR2QyIeUthOypj3ysRRMHjDt35xgBj9bb57wrDxAiQSYE5MRE4GoiQijVTDBJnDSRAxrvmhtBo3Oy7LYrtGsmq4MXL5r2aUfvh4rWtWpZ2N0bbxnx+UZzIFYRkTkO40GRE4GyUYEy6SZwcYv6P5HICzUWwWk9YBD8zf95KEb1VGa5lc6LjrgdhRUz84kzz/iCu+Uenqf09rbBWXiLOVjw8Kt3+CqVqRQIkJV0LGGdMjyk4EDTKERWuBAyHOnjwMdzjuuY8kM7cYTVeN1H+Bmjzh3/7twz+hvHj5iSWwQS70wA16cGkKPBy3tt1Kb3/7nGVI7LBLLrniGjQg/47FhNtyhxJsW8SHPzrTxbG6FLAVKGNWygW40IjqgqZTkNOvxMRhrROtALEj4IXRKoYVRf5QpQ43sGgjU9aUjG2i63X4Xz0pl7JqpYyXGLgJIfplQGJ9Pp1vIoMgjAedlldeENYIAfEhFIIrOAdJnEdIXKjw1qRBxisKD88vbz04KDCeuFLAI1ys6eFZs5LWz7a5qOess+aOPLeWHf+H+qpZ5VrfPzXrXMrBltCU09knY2O6QUQEY1CzY8obzuAS68SQnr6ncIb40ARvb+CvnPxyxabp9O4/nPPCmQ+c/J73/BefyidsOXz5iYjcgKfOXG7ApJIkbk0uuuyy51QaySkomyN6e3tL6N8zbW5PzpffOTKDubLwVCUxJRRcMOIcBZIoIowCYUj5RYbBBEQAsi4paDjI7YDnNEJuytAF5MBsNvZ0bpSzq34zo3TxX6ulHWpZNoZMsaKNBBcvZk+XGOrjNMRPFAZMnMMpY7qY3rpYTDXL3vrAeW+4NH4tlamt9bHfDTuUtli98Hm18pZJq46NeTH415owEUzX8+NSXRfqm+dEsZPpbDyRc+ScLD35plpaL3enfxqtn5B8881fGMTq6SVLHsWr4BPvQOLarM9rZ07Xp+wJZbE14d3MB1ULLv7hG7Gy89OYtnsNuwgYgMm6Kdz9K6hsKV0xDzMUL0S52SOFQBN1sSBHqkkG47jbunmJQohJFwtXdNmdnQFFRwN4rWyvSM2O0zEmZondy+rNNPnRvZtllzxWS3aotROZfFRpOHcUsYiTbpUJDgSIF4wJVqJ+6ISed1xB6D4aNMFNJU3uH0n2Tv53n2sk+YlOKKfBzyyo9vSs6sJ7RN2t1lgfxvb9jUZr07RSmt5XrU//2YPPPu7Hj2+2c7VVb5Zhp9rBlwpgfkwdXgr6inq5rp5vQpyWClnYy5sggUnA8uX0WRsvU5XRXi+fUc5e//Pz3/bLJ+z4In7dT56Lded8khy8Gwza6k20LN1/XT70AVjEcT29fdtyNnhsdIxL0dlv8m4gihQFx7LD4U6DXo2MM/SeY2grfCUPDMqjzCYBXEJLGhSFhYUDp+BYQYQGSMb0OMQp4xs19UYpufLeTZPcQXTiQQ3IEgwOHsklSg6vBk+IV4UZBHEP5ThhRZSlhHUYJY7ID9hmxTdf8axHf75qtDYNX+3jU3Iu9++CzlgQlfXi1wdYH24eA0hiALh+lAGvcBQ8s6uVkmF84eD6h7ZoX768N30hZopHmYbpA7roiHRC0GMRAYIOjfKIsghlG/DkIk1ELwWdtdHlK7fGVn/7D1874GBSoZ6kziW8gU+u9QZOZmLxqBhMB88P/UlsS4LP9JaOxQ3yMLxnsimfQeCrQHWUG+/1HLtJ8RUdxYoVhalFG4iQqMEERCyyK3Qazp1DSI06plE4zmADj9Wfp8QWpIIb6hh2D6ODXPpY1VqQDnNicq6LaUmIHl4FJMJPaGlAPHi2RAtxiRit9kfZanEg98EdVqbPnTGS1PH8gMMiOYCjf4ok5t9/yABXN7fkawiA48qPHdQqreTPQ33JRfdvmfwV0yi4e6Pv25En0U21ZNBClqBfYqjlY1LncJ74Sq05i1hCQ8Z38kpvefhrb/khPyK62DZriKk3RNjvzhtC9hplsoEAkXzrgwPHAw444AHET7ro4iv+d2ho5QfgPwfjSXzfyPAwHtY1ue6GA3mOT/JDDN5tRSofHTXK1a4UStgorIIABwAR6TiAzim0MqVF8vpWEDmCnXK3FtEbIHbh3G1l33nni7tAIkMkQGcTGKSJTlSA+QER407FiOZDgEKjeFDAgxSHvEiQ5suC4aI+LMDM+OzAJHmi4uN6UwgKkIbpMy221uIFeDiXbtE7nOyy2arkwj9tkmyCmV2sjUKCTN91YsKI4vAENOZnh5LHCSdrOZxHEnBisjF7eF7Wxt5YvZWksfqT25yw6JrFZ7125KnqahWNLej51AY4HsHYpMnl80x57gH73XXgO946Dxa4+9DKlefjSfZqtChYU1hlrdOyW7jzoT6lBFkDKMxQIYRKlXC2ykKCF3rUARhIrAyBOodQHLFKpAGKpyzt9SmBOrgRhr45cTQiHHJWDSwiYMcEgv/f3pXw1lVc4XvfYmcjYTOJw1YIm5IglBYoCGhSKIhKtAgCQQiaEKDQIoWKtkICWhH6B5CAFiUiJRtq6wBlU6GCFqcNakFikRAtFFEFCA5JVAKJE9tvu/2+c+bMm3v97NiOY7O8ee/emTlzzpnlzLmz3Jm5wtplQ4mAElREgaUqmkuNQzOuyhjTs5zylcMLWF4sU57sgq5WgtXVXGHNLxmrX8LxETPYrAuyKZZdRyZp1qG7orMnlaP30RoVqT9hmly2NaNAl7pNm6YO9e56ijPhQmA3RyjIxgXFjIixVD4uTDwj+mTbMkMeC/tzoSCWUe4t4SCec9yEYR/5K7huxBKPb+3u3vUgulufYMYLiwpb+G1Fph1r/XFohKv5sFzdh1hYxrzRwNZqSo2puykBhRMn7RY6BfJuCMJX+ZEtiZSD4iiVodc5ZkNVGRSbPNSvWFo5SasX/QaDLUiWaqUgH7oM00gdjFb6qifZw5kXPjqUJonQ1Y0Oau2LTsPLOj6R2MXShVrA0D+goSEljXJQt7sLfhieCoWHKTcjyMLFQUgIRedeHkn4T45c/PhJPBvrGzfpA9UoD4QdpuxA8B8xTy4IbGtri/kexZh0dDx5cjWpLEalvLqlpfU4njzPb6mj+yWtCvCgNPh6CAfuapyOsIwJQgGzUtMtNgtc3YQynH91eQepFCYWbu4JyzEI3oNEJYxBnuUYZKebxeK8QZ1KGfq7pkO9xstHC7BE4rFTDgnyqfFBfFKwArOXvnTWjmjmQd2yPMPzohLLYxg2o2QcoZ+dJ9CjbDRx8NOZxxFUvZVC9Ozm9ujve4vR8ZjPKhNPYta7latPTNZh8Q1Iky0Pn+qAk8oIIdUcNo9US7tXda1ZeKMgDPWFaMBtOM7PVQsSJpzdLioHhJajsjBs0aJL37n6qoV34bOLZ5dLfbf09OzdVMUOGb5HwaFx6AXEHMyRBjsaMcmkLQpKV4TPCqBROFt8BqPY+QeNVCBiCkiwAKdfKpgLp1tqlcBxo6SFBl1DjyMwf7PKQFwyFz9xlZYwMRKZgxmIqdKfj0uCDE1UXdk6EmUFXqEyMA6JFrzgJEf904+LqUFyiMJWZGKxFJ2Krhanwvh+h4NA/tQIIzjpN5hzi2W4YTgpDTdDTz1lcD8DKDUYBqehIG3xkplL/niRoOGFaD/0UQSM6yB9KPlApZfRtL0/cfvGeTrGg1CclZVK/vy9e/cugmwvwlKpY7ACt4hVwxG2LVP+XLKOQud0p8hWdcUEBAQvbJNM8IC0MDJSoUJG8rIcFp0Eh8bhMUykqTXRYRDiKMSyiIyBcaOdxfUpMeTANroABKc+DBBmykEY4zc/nFQGdyyfJk1qv8ateeZgL46Onro7OnfylOgv3S3xcehnpfNm8StUUgEMgypjQoM8CRJvxFJMi88HpRyCwydAAc+/Uq5lSgs2pt3xtese/tvmlUt7/cFyKZrR8XzuFcSyCQURReFTmy0KZ73QyrD7xZdizz/yyGPH4jO+F1f2lC9BYZ+NF4+HYatmC0/c47IQyIFv6Sk5tDLsirG83QPLSVMqENwqDtwhUxUcISQFDSxS1u9CxXChFFrnVk5WcTREmXPAa0bp1Eeo4QMuSMbfwhzQ49HvwiTIeYUhcwh6wI0LPd5vcNqSDG05JNwlq4pRXmu+HM099LPkxe42fokd+2YTPrWEWqLxN2FUj0vSZYEI84Z5pF9ZBCHOaeEkICj0RwV8jjrBEaULSqVpNyDw19GCjbWoUx5LASvS7r8xaew/p3HgwFbFHQtDRfGFs2bN7+blCrkLMNF1IeR8JparH8wtwByv8JNcqCJ8ZUAKLk113UxHDssqEyuK1CYISGAEiIZQRdiH0346xyDP/ecwGYOcIm/SWdEcP4lII7NnbzrEfLQDcQjYp8RzUUdYYUTboxKe9CS5btb2qD0cgwBoXIS2kR/sqA800s2ytCsh3kPU8CIyLmzqOjr3zM5idFy+hlWblgazSSx/4RO6HCBjKbKLNhNmXoYaf7NZtJBfYWIxqfR8gDbuvK61iz44UK0IY/3CG7Yq9mXTcBEbZ8MmTZp2Kp5256FQvw0BnomjGtr5WWCMXfDOQA6XYMvE1at83LKWWV2hIFQh3AphrTzAFjiqDSplgW/SOUiHgjyFQboqCMXqBUoC/LWo0xUi7fOCELBV6yxOf77sGXF8QLPEKUiF70GQTuMigWAFteYEoICzyuBwWR50Ao9b9gsRblFcK0X/3dHS99sPj2iZjHIidyJ6I0VnaTXbh8KRTTcjyZoMjtAQh5gIk/wYTYKv3E7BpxG67+9au/BWgXJR7Cgvff/CdLGsWBrZECRLUFoFN6DnmKOKLhhhr7nrvnXrOmZh//IZOHXlXFTYs1DFZ6N1mYCNODke6cuxC8b8QMemIfQiwFSVBBBuC4YVKA1rBFacqtAyss4I2lXeNBJ9vIgbGEGyam3hAgRSwJdKyuTgXg+lliuAy/7pMT+hyhX5kr1g0vlSbHkoyH6aHMZxOZ4iQp5cyVAq9W3G2XuvFeLqX9unlV6Z+lHbr5Li5IsTXe3rtlAzHZYKs8naTJBu4unfAgM7pJWUI4wwuPvT5GrlHob8aObixzu61l6+KeqU3kBKbwPmI3JaKkZE/HknQhesgC5Y3OhEkvXr10+FPpyMen868gFlSeZByLNwUvgkqSCoTvx6MM8NoC3ywRQZ6xKfvCw4Ko2b5o3//O7hcboFYemQSovYVU6FMcgEL253IzorvrVhYVjoJg5SwDuNtSB50C0+fns0fXI33qTzfSFQ8NO4hYYQYCWYIcdSFFw89AAPGOQFiyz7+qjvW4DwJjqfL1erySuYGHyTX4HVmKJo5vVPfCefxM/LK0WuTZG9PLjzP6hx4UPATLMhgeWVPBwfkQBakZZJRRwh9AIUBLNaSPkotyJfagWxgkali/m1LL5X2bhxY8MdaFSYUik5AYWMLlkyD3KYi6p1AsTRjqdqC5WGMsG4hqdtSIWqYuFSjKVCWM1bew4K8vTO1qCLpYJlGrSCsqhNuLQzRc9qLGDDCfHJxRlF8pwIVQXBOxkqyHE7atM5Bqng60yo+PqpYyoD3PJulXlAmtG9BPoOxLoZMf4bSvIGJgzfqFRy74QKYdEuwMOm0+35PnrpU79H9+aqWu9uTny0AMcSbejOtjy4YFgDIDoWmTIhF6ExKrMdeykx5BBnbWF268auNZetGu2xSIMUWeRfWhsnkSTx7NkbJO+DHTe6YsU67ICMj0dvDS1NdAoU7UTYx6Juz0DpHIIKh4MucexMrRA9/dZBWM1bqJ1SrMXcUWhVo16KJlzaVuxwSwujKjRY9XE1RWiNk/LmIF3HIFw4ecPJn8bt03qxwhipZreRg60o+gwoOPcr2QJFeA/54F7ut9GCvLtr16Qty5djqrSBQQssWxM2bOD5YDiW9Z7OfIQV2McsefIcJPsFzGdNwEmJHK+zq55Oli8B5rFfYCY2klqZ1IPkWeDZZtgLGmiwkDkuthawVfi9SkvhnO0PXbptNJXkSzEGqRfpkFw41wo1yRm2LqwIUXQ3dt2p0mDsIgPVm2/+AXdA8nrJ8PlRnu5KZXqxGh9ZribHlso9M/b0tpzYXTpo4bR87jB8ohrrX/EJMKkTJnSLjjZh1AqkQZQj3HIrYRZVyqO4VtEcva885KpbCbt7qv8ote55s6dU2IYe1IdQiA/RTdxSLue33nnnsv8Z86xdV4YNET4zkODITg5KfH8ejRHP0ZWMfLDm0peOuu7JR3LFCTckNTQiMhloeTTO9OPSvwGdHWaNePTT1PMFsdAvULUNR/AMzidRDi8Pa/j0xKx8ae/tCPjZaE77hrG6SL/yFgcZEQ5PRiszOw62pzbsmllpHfPD515ubeWpJntYY9DtMCUcQMgCHqjlyFQOqSysJiQykdEtTAjALlUMJjBE2lbNn9+7+rudgDU0fCCwu8l8IX8JbFMG4gvDhoQOyPVPr648vTxz6WNfzyX5F9C9OSSp4gR9HOeUpgcr/Q/CjtFZfhwayl5HeJYUwzF/WDZCQ3lVsJUFrUi5G/vXLvzokYX/nIO99nYgxSAJ2GfQV7EF2Veh8MlJHJOIx2fluuceSvSe3Pz586OnXt9RvPeni3q+uexPU3f0cQ2YoAYSJ8DYZMCAa4iF+2jqNMIwHKCSh+GbHdABNAENGPtLy5bd1zp3bqu0AFu3npTMnr1DlAF5IyG7Xd6g9fDufTlenfmM0HY9vPC1o5Y+sQ5fiboVO/74LolxuUwiCv0Pwo7JCMqEmEKTzWPoN7fRkQeEgtdRNXyhE+d7TcHh4XcC+H1RDp4cv5/bc5sKQsEM0bjKRalo18N1OaTfAjmJuDwv85kwXQDBurcCLvEAgTbJrQLAC36ECQZJwjA5EiiLTy5JckQxyn0K7Ps/nlGJ7j8Ae7fxnsFaEbwufDAq7VmE405noJvDKXU37etyxmT3M5JXQPuXC9IfFkCAY7hGS6Z0u9LRJgcnRGLaN5f/XvviR6/duvaK9dGctjjC+Gl/DDW/aUZYAgsoAJg8jh/GY8xJixATXihYBbP7hlD9E1XcRutYaMsRKIdDM3Tp8xsMtEKmtHtkFYggHrAbulgVHivUtfqKt6HCD8uUr5yAgrliVFaXiwbxDxACsAtxriwe/QYzt/PD0j8mCjAg4oHYKPXbZyztaOOEQoTdhw0SMmRQU0GGXFT9ETs96DDvqgvSQBQfREbFYJUfpPqoqIEDEbta75gQRpOx6cXlLMEYoy4BouyUulMr1n6DzUzv89BsLGKW90SSkH43prKBkfRbDkKczMMl1eIoHouzTiEPiiLSglmtyafmKti6TcOtuTIJ0yDuIYCaCjKEQho6Sl1cvkvkeg0S4pXDhE/O5jZpm3IEcElAyBsA4csKQriF4fFtIyGhOYA3Pp3Rx//ooYX41Fm0QvLBPVV4Q1TPk8XP9DE/lifC+cCw9Ks/HW4w2qSr51FCzEuPGAAwp4U7Fo7xwPro1iOvffw0DZs/4no+YkKXqqYlJcBRiJ8RdWUCEYXK4QVswrbKAjyGCa4NyMMwsiOOwehVJSI0beIErz7G3GAr7IpaqfcdfEkKiXQLfVOpCNLu8iFDLF8mYf6Ia/jmtpzC5t+8dUSLjaVYxKxaCS8yD0Zv8w4JcMpsSMOxmwoynNIaDm5D5SADSpeCNylT4loh+neriBPgwWfKQaeGOWIFgHVQfQx2oGzOEKEV2bLq4k9wgt59Lq26SlLitLQHCUDyNIUWlrWJS1gWDr/+HTNRHkNyMFoCystp9bn8Ve2LOy4LAoftbCrIsItsCAQiI6vu9KgCKCXdeNUuBmEyqNUZsLrikMZwAlrognI1pWCY77eRXGJW3mN0n4PvmcNUq7vW4G32a3ERrQhW46Rjd8mCpS7nF5/ljzbzZWHid2yUUEMMn7gNykgZYM8PlsTj7GSw/CW/3yLTvZz2HaZpKsgwC2xAdFR0CRMpshrToSKt2yZ0DigRJhWeFdwqeYgvcMcDdET3/AyfMZqy0A1OYzUG0egiHJCdsBXZtm7xHrjuxUI1KirmCphBLRJBlfQbEfPJy4zHC2gMB7b+Ddls4hIJhpZdCkBIAQN2vGGfOK9Y6l0m0Dn/IpKPTGD7uDUVZB8FNOTgQD50qgllQbcL0XcczidPTQQaldkUJN1qKdTC0kqhcSGMdbLKVS5janx803rKHZhp3YgXdkwARkOSN8mGIvHOi2URGs+iXznIc8Sjks5wpQwcI4N5RBcFxkM1JCPO3Tbz2o6TMZtVwzqtYbUiTQUJynTYzs4UBWSpvzrUKkMgWJFlOFCQp6CTsOELBzBjfTGeYZg9OYlHuJETPg6j9A1Yu4ZWhG+v8Sbk3hoOVsDSYSy34XsR6/cF6ZT0skysXGiLsYyox/kUz3AdprYewPBIFhDaONe3jGnfSYdXo9wvJKATs286QxDiDehuKsiARTPcgEaCMqEyrC7LNKb5MrY8IKkcNLxbJTI8g9OGETCW3+OUTgWM6d3H2bX2sqfQzXpGWpEkrqiWWwItD5Y2TwaAuWHzb15BpScFcAwawVyQWvIkquFcAsR8zfRrNlwi4JtXDvl1UVNBUuU5co88KvuRmwBhS4XPipnhdgWVR566jZSDERieo8P43rohhGCWVSw6x9RwRmvBi6h4SE8c3Vft7a4mOWzU8F0tpsaSxjw0cgOmfyLDEM/ya37aNKTPhkuA3shHixC7AaplTh5gcfJdR13ZMVFeHi5YPiQlaSpIUKb748T+PUqsgaGktJuRRqAvhDi3Uw5lRJhVEMOl7S5YBnWVBUciKuW43Nuw/wqma/XlzyNlj2I5PHzy4tAl0yq0pZp+ut0Fy0IArMPV4/wGN2CaQqBpPogE342To0snnFVtjX4sOG2zGxAaz7rdVJB6WYy+Sx7tYR+cUVAudtFvCqBgazcYkgoTPJMpbP0Dx2DEH8M36Ywua1LHgVYfwIEKe7AcnnOtVFtWVFiW3lA5FGwhWbZpP7GszBpQAKRQwxEvB+b4uKrI4ra2aztOkGnfIRxd2lSQdOmPko9SophMOcjWKgTd4fw9mgxBDHGJI3A6nFGxi/jl3YnBrSJYuMHHx/bL4dcu2oS0/oHbYWFc5jWrmjKm16UZlrosL4qRvgf4RpdGkCJ3HOu8BVdad6zT6sWS+ClHobX/uZBiXwsXXWbYpLyDBqYwm55BS0DfjDkhOilpa2CCNdHRtu4Y3ETCrz8ucUIaRq+gIMClCcqkdSup4PRVBxwfC1Op3KzkIn8AByrshJKwv49WhEpvyVNbGllBZgYYrhlx9M4yGnobhYMyRPHEBhRbCGsVnoSSXI8B+wWKposuPUnG0VSQTIGM1ItCx8EgeEmGw1AgDr14ooO/cJRQzMvB0IwAlx10XJgOFaeImdLE5XRGKpSBwlbGKooL8wnntozxNW9tuBKJSOKutVe8Dnt9zAMv5IR2vmGvK0m6UjMfNGarb99+YGRJfJl5hsTgCRt5zLD1xS2T+TWHOyJ85UyWxA8yYG8qiMlhBPaCBUpU7Suytk7Nt07Fx5hbJuSKk/I5fPg2X8DHb+WaIDYW8xXkysPOt+aBi6uoV66Yi3HhY0roAWA3OS/ctULBhoi1lWGcjC6sFdYiAVzDp+fH3SA9N+lUaq6S3I9W5OO4gG+74dgkSTjz0jiVGWjG2yBfAR8WiisvHufir3p5yhEvuVZ0tSJ0tS6Y/t72W4Rl5918spG+nxnSVFc/qiZASqATX1ylY+/kaqVYzW2qdG/vRQ3YFVfLsggIFRqn7eBZhRPqIQBc3MvLs3f4XaqENRmDxwQy4EGFdMtFmTi4wlAJiEPhI4gmtBvKVdHG8y77MJLcluXxu+1LHl2FGnsXqi/zyDqNMvCZGCCVlkfmz9wBKkAKtXAe9ocfvwLBKHQ9GFG8HyrA7blouZMyFjNOxQGR17Rd19GxY3X8MV90YvehbCcOYon+D2QpUFvxcq3LAAAAAElFTkSuQmCC" width="100"></p>
<p>R是一个跨平台的语言，可以允许在Windows, MacOS, Linux等操作系统上。</p>
<p>最新版本下载地址：<a href="https://cran.r-project.org/mirrors.html" class="uri">https://cran.r-project.org/mirrors.html</a> ，可以选择China等镜像进行下载。如选择中科大或清华大学镜像：<a href="https://mirrors.ustc.edu.cn/CRAN/" class="uri">https://mirrors.ustc.edu.cn/CRAN/</a></p>
<p>安装软件放置在software文件夹中，可以根据自己的操作系统安装最新版本的R：</p>
<ul>
<li>R-3.4.2-mac.pkg: Mac OS版本</li>
<li>R-3.4.3-win.exe: Windows版本</li>
</ul>
<p>根据默认的设置即可完成R的安装。</p>
</div>
<div id="rstudio" class="section level3">
<h3><span class="header-section-number">2.2.2</span> <strong>RStudio安装</strong></h3>
<p><img 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" width="200"></p>
<p>R还包括一个功能强大的GUI界面的软件，RStudio: <a href="https://www.rstudio.com/" class="uri">https://www.rstudio.com/</a></p>
<p>下载地址：<a href="https://www.rstudio.com/products/rstudio/download/" class="uri">https://www.rstudio.com/products/rstudio/download/</a></p>
<p>安装软件放置在software文件夹中，可以根据自己的操作系统安装最新版本的RStudio：</p>
<ul>
<li>RStudio-1.1.383.dmg: Mac OS版本</li>
<li>RStudio-1.1.383.exe: Windows版本</li>
</ul>
</div>
<div id="r-package" class="section level3">
<h3><span class="header-section-number">2.2.3</span> <strong>R Package安装</strong></h3>
<p>在联网情况下，可以直接在R的命令行中通过<code>install.packages()</code>完成Package安装，如需要按照<code>leaflet</code>包，可以通过以下命令</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">install.packages</span>(<span class="dt">pkg =</span> <span class="st">&quot;leaflet&quot;</span>, <span class="dt">dependencies =</span> <span class="ot">TRUE</span>)</code></pre></div>
<p>如果是在R-GUI中，第一次需要选择需要按照的<em>镜像服务器</em>（如中国的镜像）进行函数包的按照。</p>
</div>
</div>
<div id="leaflet" class="section level2">
<h2><span class="header-section-number">2.3</span> leaflet简介</h2>
<p><img 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" width="250"></p>
<p>项目主页：<a href="http://leafletjs.com/" class="uri">http://leafletjs.com/</a></p>
<blockquote>
<p>Leaflet是一个为建设交互性好适用于移动设备地图的领先开源JavaScript库。代码大小仅仅33KB，它具有开发在线地图的大部分功能。Leaflet设计坚持简便、高性能和可用性好的思想，能够在所有主流的桌面和移动平台高效的运作。支持插件扩展，拥有漂亮、易用的API文档和一个简单的、可读的源代码。</p>
</blockquote>
</div>
<div id="leaflet-for-r" class="section level2">
<h2><span class="header-section-number">2.4</span> Leaflet for R</h2>
<p>项目主页：<a href="http://rstudio.github.io/leaflet/" class="uri">http://rstudio.github.io/leaflet/</a></p>
<p><a href="http://leafletjs.com">Leaflet</a> is one of the most popular open-source JavaScript libraries for interactive maps. It’s used by websites ranging from <a href="http://www.nytimes.com/projects/elections/2013/nyc-primary/mayor/map.html">The New York Times</a> and <a href="http://www.washingtonpost.com/sf/local/2013/11/09/washington-a-world-apart/">The Washington Post</a> to <a href="https://github.com/blog/1528-there-s-a-map-for-that">GitHub</a> and <a href="https://www.flickr.com/map">Flickr</a>, as well as GIS specialists like <a href="http://www.openstreetmap.org/">OpenStreetMap</a>, <a href="http://www.mapbox.com/">Mapbox</a>, and <a href="http://cartodb.com/">CartoDB</a>.</p>
<p>利用R中的<code>leaflet</code>函数包可以非常方便的调用其制图功能进行地图制图。</p>
<p>其基本特点包括：</p>
<ul>
<li>Interactive panning/zooming</li>
<li>Compose maps using arbitrary combinations of:
<ul>
<li>Map tiles</li>
<li>Markers</li>
<li>Polygons</li>
<li>Lines</li>
<li>Popups</li>
<li>GeoJSON</li>
</ul></li>
<li>Create maps right from the R console or RStudio</li>
<li>Embed maps in <a href="http://yihui.name/knitr/">knitr</a>/<a href="http://rmarkdown.rstudio.com/">R Markdown</a> documents and <a href="http://shiny.rstudio.com/">Shiny</a> apps</li>
<li>Easily render spatial objects from the <code>sp</code> or <code>sf</code> packages, or data frames with latitude/longitude columns</li>
<li>Use map bounds and mouse events to drive Shiny logic</li>
<li>Display maps in non spherical mercator projections</li>
<li>Augment map features using chosen plugins from <a href="http://leafletjs.com/plugins">leaflet plugins repository</a></li>
</ul>
<div class="section level3">
<h3><span class="header-section-number">2.4.1</span> 包安装</h3>
<p>在R中运行以下代码即可：</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">install.packages</span>(<span class="dt">pkg =</span> <span class="st">&quot;leaflet&quot;</span>, <span class="dt">dependencies =</span> <span class="ot">TRUE</span>)
<span class="co"># to install the development version from Github, run</span>
<span class="co"># devtools::install_github(&quot;rstudio/leaflet&quot;)</span>
<span class="kw">install.packages</span>(<span class="dt">pkg =</span> <span class="kw">c</span>(<span class="st">&quot;raster&quot;</span>, <span class="st">&quot;sf&quot;</span>), <span class="dt">dependencies =</span> <span class="ot">TRUE</span>)</code></pre></div>
</div>
</div>
</div>
    </section>
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