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<meta name="author" content="Goran S. Milovanovic, Data Scientist, WMDE" />
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<title>Occasional Editors 2021: Interim Report</title>
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AAABA%2BWbgAAEVYuAANLxu5AA0AED5ZuAAARVi4ABQvG7kAFAAEPlm5AAcAAfQwMRMzERQeAjMyPgI1ETMRFA4CIyIuAjVfLh0wPyMkQTEeKyY%2BUCsqUD4lApP%2Bb0JXNRYWNVdCAZH%2Bak1mPRkZPWZNAAABAAQAAAHnApMADwBAALgAAEVYuAAALxu5AAAAED5ZuAAARVi4AAwvG7kADAAQPlm4AABFWLgADy8buQAPAAQ%2BWboABQAAAA8REjkwMRMzEx4BFzM%2BAzcTMwMjBDF6Ex8UBAoREBEJei%2FYMQKT%2Fn88ZTweNjU2HgGB%2FW0AAQAcAAAC5AKTACEAdgC4AABFWLgAAC8buQAAABA%2BWbgAAEVYuAAKLxu5AAoAED5ZuAAARVi4ABQvG7kAFAAQPlm4AABFWLgAIS8buQAhAAQ%2BWbgAAEVYuAAXLxu5ABcABD5ZugAFAAAAIRESOboADwAUABcREjm6ABwAIQAKERI5MDETMxMeARczPgE3EzMTHgEXMz4BNxMzAyMDLgEnIw4BBwMjHDBTCxcLBAwZDmcvZw4ZDgQLFQtTLZMzeAkSCAQIFAl2MgKT%2Fnw2azY2azYBhP58Nms2Nms2AYT9bQHEJ0cnJ0cn%2FjwAAAABABEAAAHRApMAGQBbALgAAEVYuAABLxu5AAEAED5ZuAAARVi4AAsvG7kACwAQPlm4AABFWLgAGS8buQAZAAQ%2BWbgAAEVYuAAPLxu5AA8ABD5ZugAGAAEAGRESOboAEwAPAAsREjkwMRMDMxceARczPgE%2FATMDEyMnLgEnIw4BDwEj17gybA4XEQQOFQ5sL7jGMnMOHRIEEBoOcy8BVQE%2BwhcoGxsoF8L%2BwP6tyhkyHh4yGcoAAAAAAQADAAABvAKTAA8AQAC4AABFWLgAAS8buQABABA%2BWbgAAEVYuAALLxu5AAsAED5ZuAAARVi4AA8vG7kADwAEPlm6AAYAAQAPERI5MDETAzMXHgEXMz4BPwEzAxEjyMUxZBEhFAQTJBBkL8YuAQsBiM4kRiQkRiTO%2Fnj%2B9QAAAAABADIAAAHqApMACQA9ALgAAEVYuAADLxu5AAMAED5ZuAAARVi4AAgvG7kACAAEPlm5AAYAAfS4AADQuAADELkAAQAB9LgABdAwMTcBITUhFQEhFSEyAXv%2BpgGU%2FoQBf%2F5IGwJQKBv9sCgAAAACAEH%2F9AGjAewAIQAtAHYAuAAARVi4ABEvG7kAEQAIPlm4AABFWLgAHS8buQAdAAQ%2BWbgAAEVYuAAYLxu5ABgABD5ZugADABEAHRESObgAAy%2B4ABEQuQAIAAH0ugAZABgAERESObgAHRC5ACUAAfS4ABkQuQAoAAH0uAADELkAKQAB9DAxNzQ2NzYuAiMiBgcnPgMzMh4CFREjJyMOASMiLgI3FBYzMjY3NQ4DQZagAQkZLSMxUBgUDSUtNh0rOiQPJQUCJVUwHTInFi48KSpMLUplPht4T1QSGzcrGyYSIQkWEg0dMkMn%2Fs0%2BHS0QIDIkNCwoJqMJGiQuAAACAFz%2F9AHsAs8AFAAlAIMAuAAARVi4AAAvG7kAAAASPlm4AABFWLgABi8buQAGAAg%2BWbgAAEVYuAAOLxu5AA4ABD5ZuAAARVi4ABQvG7kAFAAEPlm6AAMABgAOERI5ugARAA4ABhESObgAERC5ABUAAfS4AA4QuQAYAAH0uAAGELkAIgAB9LgAAxC5ACUAAfQwMRMzFQc%2BATMyFhUUDgIjIiYnIwcjNx4BMzI%2BAjU0LgIjIgYHXCwCJVQtYGAiO00qI0siAgUlLChKHCQ%2BLBkRJDopJE4rAs%2FQXh8shXA9YEMjHxotWSIcIDpRMSxMNx8pJgAAAQA0%2F%2FQBpwHsACEAOQC4AABFWLgABS8buQAFAAg%2BWbgAAEVYuAAdLxu5AB0ABD5ZuAAFELkADAAB9LgAHRC5ABYAAfQwMTc0PgIzMhYXBy4BIyIOAhUUHgIzMjY3Fw4BIyIuAjQkPE8sMkMYGhc4IyU%2FLxsZLUEnJkEZFx9MLi9POyHvPF9AIiQXHxYdHzlOMC9OOB8gFx4cJCJAXQAAAAIANP%2F0AcQCzwAUACUAgwC4AABFWLgABS8buQAFAAg%2BWbgAAEVYuAAKLxu5AAoAEj5ZuAAARVi4ABIvG7kAEgAEPlm4AABFWLgADS8buQANAAQ%2BWboACAASAAUREjm6AA4ABQASERI5uAASELkAGgAB9LgADhC5AB0AAfS4AAgQuQAeAAH0uAAFELkAIQAB9DAxNzQ%2BAjMyFhcnNTMRIycjDgEjIiY3FB4CMzI2NxEuASMiDgI0IjtNKyxBJAIsJgQDHU8wW2wvFSg7JihJJiZDIyQ%2BLRrvOl5CIx8cWMb9MT4dLYF6ME43HykmAR0iHCE5TwACADT%2F9AG9AewAHAAlAFEAuAAARVi4AAUvG7kABQAIPlm4AABFWLgAGC8buQAYAAQ%2BWboACwAFABgREjm4AAsvuAAYELkAEQAB9LgABRC5ACAAAfS4AAsQuQAlAAH0MDE3ND4CMzIWFRwBByEeAzMyNjcXDgEjIi4CJTQmIyIOAgc0IztLKFZiAv6mARovQiknPxsSHUU1LlE8IwFfTEEfOC0dBO87XkEjdGoJEgktTTcfFxQiER4iQV1YXV0aMEUrAAAAAQAhAAABIALbABYAVgC4AABFWLgABy8buQAHAAg%2BWbgAAEVYuAAULxu5ABQAEj5ZuAAARVi4AAsvG7kACwAEPlm4ABQQuQADAAH0uAAHELkACgAB9LgADdC4AAcQuAAQ0DAxAS4BIyIGHQEzFSMRIxEjNTc1NDYzMhcBFA8dDiYlb28sQkI%2BOSMjAqcIBjk0aCb%2BRgG6IgRrSEgQAAAAAAMANP8ZAdwB7AARAEcAWwBtALgAAEVYuAAlLxu5ACUACD5ZuAAARVi4AEUvG7kARQAGPlm5AAMAAfS6ADwAJQBFERI5uAA8L7kACwAB9LgAJRC4ACnQuAApL7kAKgAB9LgAPBC4ADPQuAAzL7kASAAB9LgAJRC5AFIAAfQwMRcUFjMyPgI1NCYrASImJw4BBzQ2NzUuATU0Njc1LgE1ND4CMzIWFzMVIx4BFRQOAiMiJicOARUUFjsBMhYVFA4CIyImEzI%2BAjU0LgIjIg4CFRQeAl5TTShCLhk5NmcIIRMhHiomIRIYJBAXJRouPiMUIAujcBceGi09IxQrERAXJjZnUU0gO1Q0W2q%2BGS0iFBQhLhkaLSIUFCMtXi04FSIrFyghAwUXNB4gPBgECyYcIC0LBBRELCU%2BLRkHBSUUPyYlPi0ZCgoNIBgaJTU5HzstG0gBWxMkMh4eMiITEyIxHx4yJBMAAQBcAAABvwLPABQAWAC4AABFWLgABi8buQAGAAg%2BWbgAAEVYuAAALxu5AAAAEj5ZuAAARVi4ABQvG7kAFAAEPlm6AAMABgAUERI5uAAL0LgABhC5AA8AAfS4AAMQuQASAAH0MDETMx0BPgEzMhYVESMRNCYjIgYHESNcLCZOMktGLDM7K0YsLALP0GomMVpe%2FswBLk1JLS3%2BlgAAAgBLAAAAmwKjAAsADwAtALgAAEVYuAAMLxu5AAwACD5ZuAAARVi4AA4vG7kADgAEPlm6AAYAAAADKzAxEyImNTQ2MzIWFRQGBzMRI3MRFxcRERcXKCwsAlQWERMVFRMRFnT%2BIAAAAAAC%2F9%2F%2FGwCcAqMADwAbADcAuAAARVi4AAAvG7kAAAAIPlm4AABFWLgABS8buQAFAAY%2BWboAFgAQAAMruAAFELkADAAB9DAxEzMRFAYjIiYnNx4BMzI2NRMiJjU0NjMyFhUUBlwtNDgRIgsLCRsOKBgXEBgYEBEYGAHg%2FcdHRQcFJAMHOy4CqhYRExUVExEWAAABAFwAAAHEAs8ADABbALgAAEVYuAAELxu5AAQACD5ZuAAARVi4AAAvG7kAAAASPlm4AABFWLgADC8buQAMAAQ%2BWbgAAEVYuAAILxu5AAgABD5ZugACAAAADBESOboACQAAAAgREjkwMRMzETMTMwcTIwMHFSNcLALtM5y2MZ9sLALP%2Fe4BI77%2B3gEBfoMAAAABAFz%2F9AC3As8ADgArALgAAEVYuAAALxu5AAAAEj5ZuAAARVi4AAwvG7kADAAEPlm5AAUAAfQwMRMzERQWMzoBNxcOASMiNVwsDAkDBwgIBw4LOwLP%2FWsQDwIkAgNMAAABAFwAAALYAewAIACYALgAAEVYuAAGLxu5AAYACD5ZuAAARVi4AAAvG7kAAAAIPlm4AABFWLgAIC8buQAgAAQ%2BWbgAAEVYuAAYLxu5ABgABD5ZuAAARVi4ABAvG7kAEAAEPlm6AAIAAAAgERI5ugAJAAAAIBESObgABhC4AAzQuQAUAAH0uAAJELkAFgAB9LgABhC5ABwAAfS4AAIQuQAeAAH0MDETMxczPgEzMhYXPgEzMhURIxE0JiMiBxEjETQmIyIHESNcJgQDIE8oOj4NKk8qkC00N0FPLDQ4QU8sAeBKJTE1LS01uP7MAS5NSVr%2BlgEuTUla%2FpYAAAABAFwAAAG%2FAewAFABlALgAAEVYuAAGLxu5AAYACD5ZuAAARVi4AAAvG7kAAAAIPlm4AABFWLgAFC8buQAUAAQ%2BWbgAAEVYuAALLxu5AAsABD5ZugACAAAAFBESObgABhC5AA8AAfS4AAIQuQASAAH0MDETMxczPgEzMhYVESMRNCYjIgYHESNcJgQDJU4yS0YsMzsrRiwsAeBKJTFaXv7MAS5NSS0t%2FpYAAAAAAgA0%2F%2FQB4wHsABMAJwA1ALgAAEVYuAAFLxu5AAUACD5ZuAAARVi4AA8vG7kADwAEPlm5ABkAAfS4AAUQuQAjAAH0MDE3ND4CMzIeAhUUDgIjIi4CNxQeAjMyPgI1NC4CIyIOAjQjO04rK087IyM7TysrTjsjLhotPiQkPy0aGi0%2FJCQ%2BLRrvPF9AIiJAXzw8XUAiIkBdPC9OOB8fOE4vME45Hx85TgAAAgBc%2FycB7AHsABQAJQCDALgAAEVYuAAJLxu5AAkACD5ZuAAARVi4AAMvG7kAAwAIPlm4AABFWLgAAi8buQACAAY%2BWbgAAEVYuAARLxu5ABEABD5ZugAFAAkAERESOboAFAARAAkREjm4ABQQuQAVAAH0uAARELkAGAAB9LgACRC5ACIAAfS4AAUQuQAlAAH0MDEXFSMRMxczPgEzMhYVFA4CIyImJzUeATMyPgI1NC4CIyIGB4gsJgQDI1MtYGAiO00qIkgmKkgcJD4sGREkOikkTSwqrwK5PBwshXA9YEMjHxwqIhwgOlExLEw3HykmAAAAAAIANP8nAcQB7AAUACUAfwC4AABFWLgABS8buQAFAAg%2BWbgAAEVYuAALLxu5AAsACD5ZuAAARVi4AA0vG7kADQAGPlm4AABFWLgAEi8buQASAAQ%2BWboACAAFABIREjm6AA8AEgAFERI5uQAaAAH0uAAPELkAHQAB9LgACBC5AB4AAfS4AAUQuQAhAAH0MDE3ND4CMzIWFzM3MxEjNTcOASMiJjcUHgIzMjY3ES4BIyIOAjQiO00rLEEiAgUlLAIgTzBbbC8VKDsmKEkmJkMjJD4tGu86XkIjHhos%2FUe5XR0sgXowTjcfKSYBHSIcITlPAAEAXAAAAUEB7AASAFIAuAAARVi4AAYvG7kABgAIPlm4AABFWLgAAC8buQAAAAg%2BWbgAAEVYuAASLxu5ABIABD5ZugACAAAAEhESObgABhC4AA3cuAACELkAEAAB9DAxEzMXMz4BMzIWFwcuASMiBgcRI1wmBAMYRSsOFgwKDBIOIEccLAHgWS04BAYoBQM3RP65AAABACD%2F9AFyAewAMwBJALgAAEVYuAAVLxu5ABUACD5ZuAAARVi4ADAvG7kAMAAEPlm5AAMAAfS6AAsAMAAVERI5uAAVELkAHAAB9LoAJgAVADAREjkwMTceATMyNjU0LgInLgM1ND4CMzIWFwcuASMiDgIVFB4CFx4DFRQOAiMiJic6H0Y0OTkVIikVGzcsGxQoOSYmSRoYGDYlHCgbDRMgKRUcOC0cFSo8JzZaIFcaIzkmFiIYEggKFh8rHxovIxQcFh8SGQ8YIBAVHRYRCAsWIC8jGzElFicbAAAAAQAc%2F%2FQBLQJrABsARQC4AABFWLgABi8buQAGAAg%2BWbgAAEVYuAAWLxu5ABYABD5ZuAAGELkACQAB9LgAANC4AAYQuAAD0LgAFhC5AA8AAfQwMRMjNT8BMxUzFSMRFB4CMzI2NxcOASMiLgI1Z0tMBiaLiwcSHxkOIQ0MFSoPIy4cCwG6IgSLiyb%2BxxclGw8JBiQIChUmNiAAAAAAAQBV%2F%2FQBtQHgABQAZQC4AABFWLgAAC8buQAAAAg%2BWbgAAEVYuAAJLxu5AAkACD5ZuAAARVi4ABEvG7kAEQAEPlm4AABFWLgADC8buQAMAAQ%2BWbgAERC5AAUAAfS6AA0ACQAMERI5uAANELkACAAB9DAxEzMRFBYzMjY3ETMRIycjDgEjIiY1VSwzOitGKiwlBQIjTjJLRgHg%2FtJNSS8zAWL%2BIFAqMlpeAAAAAAEADAAAAaYB4AANAEAAuAAARVi4AAAvG7kAAAAIPlm4AABFWLgACi8buQAKAAg%2BWbgAAEVYuAANLxu5AA0ABD5ZugAFAAAADRESOTAxEzMTHgEXMz4BNxMzAyMMMGwLGgsEDBkMbC2yNAHg%2FtMjRiEhRiMBLf4gAAEAGAAAApUB4AAhAHYAuAAARVi4AAAvG7kAAAAIPlm4AABFWLgACi8buQAKAAg%2BWbgAAEVYuAAULxu5ABQACD5ZuAAARVi4ACEvG7kAIQAEPlm4AABFWLgAFy8buQAXAAQ%2BWboABQAhAAAREjm6AA8AFwAUERI5ugAcAAAAIBESOTAxEzMTHgEXMz4BNxMzEx4BFzM%2BATcTMwMjAy4BJyMOAQcDIxgwVgkQCAQIEglXNVcJEgkECBIIVS2KOlQLDwsECBMLUzUB4P7JIT8gID8hATf%2BySE%2FICA%2FIQE3%2FiABKiNDIyNFI%2F7YAAAAAQAOAAABiQHgABkAWwC4AABFWLgAAS8buQABAAg%2BWbgAAEVYuAALLxu5AAsACD5ZuAAARVi4ABkvG7kAGQAEPlm4AABFWLgADy8buQAPAAQ%2BWboABgALAA8REjm6ABQAAQAZERI5MDE3JzMXHgEXMz4BPwEzBxcjJy4BJyMOAQ8BI7GWMU4MGQ4EDRcNSy6VozFVDhwPBA4bDlIv%2B%2BV6FCcUFCcUeun3gxcsFRUsF4MAAAAAAQAM%2FyUBqAHgABwARgC4AABFWLgACC8buQAIAAg%2BWbgAAEVYuAASLxu5ABIACD5ZuAAARVi4ABkvG7kAGQAGPlm5AAMAAfS6AA0ACAAZERI5MDEXHgEzMjY%2FAQMzEx4BFzM%2BATcTMwMOAyMiJzciCBQLLTwSDcUwdAsbDgQLFwpnLb4KHSczIBsWCqoDBUg3KgHp%2FtIeSCAgSB4BLv3kHjktGwonAAAAAQAbAAABegHgAAkAPQC4AABFWLgAAy8buQADAAg%2BWbgAAEVYuAAILxu5AAgABD5ZuQAGAAH0uAAA0LgAAxC5AAEAAfS4AAXQMDE3ASM1IRUBIRUhGwEc%2FQE2%2FuUBJf6hGAGiJhf%2BXicAAAD%2F%2FwAIAAACBgMvAiYABAAAAAcA4QEHAAD%2F%2FwAIAAACBgMvAiYABAAAAAcA4wEHAAD%2F%2FwAIAAACBgMvAiYABAAAAAcA5QEHAAD%2F%2FwAIAAACBgMoAiYABAAAAAcA5wEHAAD%2F%2FwAIAAACBgMeAiYABAAAAAcA6gEHAAD%2F%2FwAIAAACBgNgAiYABAAAAAcA7AEHAAAAAgAVAAAC%2BgKTAAYAFgB8ALgAAEVYuAAOLxu5AA4AED5ZuAAARVi4AA0vG7kADQAEPlm4AABFWLgACS8buQAJAAQ%2BWboAAgAOAA0REjm6AAoADgANERI5uAAKL7kABgAB9LgACRC5AAcAAfS4AA4QuQAQAAH0ugAVAA4ACRESObgAFS%2B5ABMAAfQwMSURIw4BDwEFFSE1IwcjASEVIRUzFSMRAZsEHz0gSQIo%2FqHedzEBbQFu%2Ftn19f8BbDhzPIXXKNnZApMo%2BSj%2B3gD%2F%2FwA3%2FzACDwKfAiYABgAAAAcA7gFTAAD%2F%2FwBhAAAB1AMvAiYACAAAAAcA4QEaAAD%2F%2FwBhAAAB1AMvAiYACAAAAAcA4wEaAAD%2F%2FwBhAAAB1AMvAiYACAAAAAcA5QEaAAD%2F%2FwBhAAAB1AMeAiYACAAAAAcA6gEaAAD%2F%2FwAHAAAAnQMvAiYADAAAAAYA4XgAAAD%2F%2FwBTAAAA6QMvAiYADAAAAAYA43gAAAD%2F%2FwADAAAA7QMvAiYADAAAAAYA5XgAAAD%2F%2FwAFAAAA6wMeAiYADAAAAAYA6ngAAAD%2F%2FwBhAAACGwMoAiYAEQAAAAcA5wFDAAD%2F%2FwA3%2F%2FQCVgMvAiYAEgAAAAcA4QFGAAD%2F%2FwA3%2F%2FQCVgMvAiYAEgAAAAcA4wFGAAD%2F%2FwA3%2F%2FQCVgMvAiYAEgAAAAcA5QFGAAD%2F%2FwA3%2F%2FQCVgMoAiYAEgAAAAcA5wFGAAD%2F%2FwA3%2F%2FQCVgMeAiYAEgAAAAcA6gFGAAAAAwA4%2F%2BkCWQKqAAsAFwAzAIUAuAAARVi4AC4vG7kALgAQPlm4AABFWLgAIC8buQAgAAQ%2BWboAAAAgAC4REjm5AAMAAfS6AAsALgAgERI5ugAMAC4AIBESObgALhC5AA8AAfS6ABcAIAAuERI5ugAYAC4AIBESOboAIwAgAC4REjm6ACYAIAAuERI5ugAxAC4AIBESOTAxNx4BMzI%2BAjU0Ji8BLgEjIg4CFRQWFwEeARUUDgIjIiYnByc3LgE1ND4CMzIWFzcXsR1NLzJSOyAbGRcdSi0yUzogGRcBdyIlKEhkOzZcI0EcRiAkKEhkPDRYIz0dZSIlK09vRT9mJh4fISpNbkQ9ZSYBuSx6S05%2FWjEnJVcWXi14Sk59WS8kIlEWAAAAAAIANwAAAxICkwAUACEAVQC4AABFWLgABS8buQAFABA%2BWbgAAEVYuAAQLxu5ABAABD5ZuAAFELkAHAAB9LgAB9C6AAwABQAQERI5uAAML7kACgAB9LgAEBC5ABsAAfS4AA7QMDETND4CMyEVIRUzFSMRIRUhIi4CNxQeAjsBESMiDgI3J091TgGY%2Ftn19QEx%2Fl1OdU4nMCBDZUU%2FP0VlQyABTEt4Vi4o%2BSj%2B3igvV3tLQWtOKwJFKktrAAD%2F%2FwBf%2F%2FQCGwMvAiYAGAAAAAcA4QE9AAD%2F%2FwBf%2F%2FQCGwMvAiYAGAAAAAcA4wE9AAD%2F%2FwBf%2F%2FQCGwMvAiYAGAAAAAcA5QE9AAD%2F%2FwBf%2F%2FQCGwMeAiYAGAAAAAcA6gE9AAD%2F%2FwADAAABvAMvAiYAHAAAAAcA4wDfAAAAAgAlAAACOgKTABAAIQBZALgAAEVYuAAhLxu5ACEAED5ZuAAARVi4ABwvG7kAHAAEPlm5AAAAAfS4ACEQuQAKAAH0ugAOACEAHBESObgADi%2B5AA0AAfS4AA4QuAAe0LgADRC4AB%2FQMDElMj4CNTQuAisBFTMVIxETMh4CFRQOAisBESM1NxEBCkNgPx4eP2BDZqOjakxxSyQkSnFMmVFRJytOa0FAakwq%2FyH%2B2wJsLlZ4S0t7Vy8BTB8CASYAAAAAAgBhAAACAAKTAA4AFwA5ALgAAEVYuAAALxu5AAAAED5ZuAAARVi4AA4vG7kADgAEPlm7ABcAAQAMAAQruwACAAEAFgAEKzAxEzMVMzIeAhUUBisBFSM3MjY1NCYrARFhLoY3Vz0gfG%2BGLqllYmNkewKTdRQrRjNhX6bNSFFSP%2F7WAAD%2F%2FwBB%2F%2FQBowLEAiYAHgAAAAcA4AEGAAD%2F%2FwBB%2F%2FQBowLEAiYAHgAAAAcA4gEGAAD%2F%2FwBB%2F%2FQBowLEAiYAHgAAAAcA5AEGAAD%2F%2FwBB%2F%2FQBowKeAiYAHgAAAAcA5gEGAAD%2F%2FwBB%2F%2FQBowKfAiYAHgAAAAcA6QEGAAD%2F%2FwBB%2F%2FQBowLIAiYAHgAAAAcA6wEGAAAAAwBB%2F%2FQC6gHsABAASQBSAJsAuAAARVi4ABYvG7kAFgAIPlm4AABFWLgAHC8buQAcAAg%2BWbgAAEVYuAA5Lxu5ADkABD5ZuAAARVi4ADEvG7kAMQAEPlm4ADkQuQADAAH0ugBBADkAFhESObgAQS%2B5AAwAAfS6ACIAHAAxERI5uAAiL7gAMRC5ACgAAfS4ABYQuQBGAAH0uAAcELkATQAB9LgAIhC5AFIAAfQwMTcUFjMyPgI3LgE1Jw4DAz4DMzIWFz4BMzIWFRwBByEUHgIzMjY3Fw4DIyIuAicOASMiLgI1NDY3NC4CIyIGBwU0JiMiDgIHbzwpEy4vLhULCgFGYj4cFg0kLTMbO0UMGlc2VV0C%2FrQaLj8kJzsbEw4eJCoaIDQqIQ0wbS0dMicWlpsIGS0jLU8YAlRJQR41KRsEejQsDBgjFhZBIhsJGiQuARgJFhINQTc3QXRqCRIJLUw3HxcUIwkQDggRHCMTLjUQIDEiUFQSGzcrGyYSgV1dGzFFKQAA%2F%2F8ANP8wAacB7AImACAAAAAHAO0BCQAA%2F%2F8ANP%2F0Ab0CxAImACIAAAAHAOABBQAA%2F%2F8ANP%2F0Ab0CxAImACIAAAAHAOIBBQAA%2F%2F8ANP%2F0Ab0CxAImACIAAAAHAOQBBQAA%2F%2F8ANP%2F0Ab0CnwImACIAAAAHAOkBBQAA%2F%2F8AGgAAAKoCxAImAGcAAAAGAOByAAAA%2F%2F8AOgAAAMoCxAImAGcAAAAGAOJyAAAA%2F%2F8AAAAAAOQCxAImAGcAAAAGAORyAAAA%2F%2F%2F%2F%2FwAAAOUCnwImAGcAAAAGAOlyAAAAAAEAXAAAAIgB4AADACUAuAAARVi4AAAvG7kAAAAIPlm4AABFWLgAAi8buQACAAQ%2BWTAxEzMRI1wsLAHg%2FiAAAP%2F%2FAFwAAAG%2FAp4CJgArAAAABwDmARsAAP%2F%2FADT%2F9AHjAsQCJgAsAAAABwDgAQsAAP%2F%2FADT%2F9AHjAsQCJgAsAAAABwDiAQsAAP%2F%2FADT%2F9AHjAsQCJgAsAAAABwDkAQsAAP%2F%2FADT%2F9AHjAp4CJgAsAAAABwDmAQsAAP%2F%2FADT%2F9AHjAp8CJgAsAAAABwDpAQsAAAADAC7%2F6gHpAfUACQATAC4ASQC4AABFWLgAKS8buQApAAg%2BWbgAAEVYuAAcLxu5ABwABD5ZugAAABwAKRESObkAAgAB9LoACgApABwREjm4ACkQuQAMAAH0MDE3FjMyPgI1NC8BJiMiDgIVFBcBHgEVFA4CIyInByc3LgE1ND4CMzIWFzcXmS9DJD8uGiQULkUkPy0aJAEqGBwjO08rUjs2GjoYHCM7TisoSR02GkwyHzhOL1I4GzMfOU8vUTgBNCBWNjxdQCI4QhVGIFQ2PF9AIhwcQRUAAAADADT%2F9AMrAewAEwA7AEQAcQC4AABFWLgAGS8buQAZAAg%2BWbgAAEVYuAA3Lxu5ADcABD5ZuQAFAAH0uAAZELkADwAB9LgAGRC4AB%2FQuAA3ELgAMdC6ACQAHwAxERI5uAAkL7gAMRC5ACoAAfS4AB8QuQA%2FAAH0uAAkELkARAAB9DAxNxQeAjMyPgI1NC4CIyIOAgc0PgIzMhYXPgEzMhYVFAchFB4CMzI2NxcOASMiJicOASMiLgIlNCYjIg4CB2IZLD0jJD0rGRkrPSQjPSwZLiI7TCo6ZhoaXzpVYgP%2BrxsuQCQnPhsTHUU2P2QaHGA%2FKkw7IgLNTUAeNiobBO8vTjgfHzhOLzBOOR8fOU4wPF9AIkdHQkx0ahISLUw3HxcUIxEeTEFGRyJAXVldXRsxRSkAAAEAXP%2F0AgEC2QA5AGQAuAAARVi4AAMvG7kAAwASPlm4AABFWLgAOS8buQA5AAQ%2BWbgAAEVYuAAZLxu5ABkABD5ZugANABkAAxESObkAIAAB9LoAJQAZAAMREjm6ADEAGQADERI5uAADELkANAAB9DAxEzQ2MzIeAhUUDgIVFB4EFRQOAiMiJic3HgEzMj4CNTQuBDU0PgI1NCYjIgYVESNcXU4hMyQTHyUfHy82Lx8WJzUgJ0QdFh01IBkmGQ0fLjcuHx8kHy8wOUUsAhRdaBUkMRwnNy8vHh0kGxokNioeMiYVHBchFxcRGyQTIywfGSAtJCQ0LzEiLDhUWv37AP%2F%2FAFX%2F9AG1AsQCJgAyAAAABwDgAQgAAP%2F%2FAFX%2F9AG1AsQCJgAyAAAABwDiAQgAAP%2F%2FAFX%2F9AG1AsQCJgAyAAAABwDkAQgAAP%2F%2FAFX%2F9AG1Ap8CJgAyAAAABwDpAQgAAP%2F%2FAAz%2FJQGoAsQCJgA2AAAABwDiAOUAAP%2F%2FAAz%2FJQGoAp8CJgA2AAAABwDpAOUAAAACADz%2F9AHWAtQAFQA8AFkAuAAARVi4ADcvG7kANwASPlm4AABFWLgAIC8buQAgAAQ%2BWbsAKgABAAwABCu6ADMAMAADK7gAIBC5AAAAAfS4ADAQuAAW0LgAMxC4ADfcuAAzELgAOtAwMSUyPgI1NCcuAyMiDgIVFB4CEx4DFRQOAiMiLgI1ND4CMzIWFy4BJwcnNy4BJzceARc3FwELKTsnEwMTJyYmEyk9KhUaLDxlHjEkFB41Sy0oSzkjHjdMLitMHQ48Ko4PhBw%2BIRYlRSCODxsjPFIvIB4cJBQHHjNDJSpHMxwCRB5JV2g9PGJFJSA7VjYxUzohJiZKaipKHEQYKRMeFC4dShsAAAAAAgBc%2FycB7ALPABYAJwBXALgAAEVYuAAILxu5AAgACD5ZuAAARVi4AAIvG7kAAgASPlm4AABFWLgAAS8buQABAAY%2BWbgAAEVYuAASLxu5ABIABD5ZuQAaAAH0uAAIELkAJAAB9DAxFyMRMx0BPgEzMh4CFRQOAiMiJicVNR4BMzI%2BAjU0LgIjIgYHiCwsJFItMEkwGCI7TSojRyYqSBwkPiwZESQ6KSRNLNkDqM9bHCsjQFo4PWBDIx4cWIMiHCA6UTEsTDcfKSYAAAAAAQAiAAACKgLbACoAfAC4AABFWLgAFC8buQAUAAg%2BWbgAAEVYuAAoLxu5ACgAEj5ZuAAARVi4ABAvG7kAEAAEPlm4ACgQuQADAAH0uAAUELgAJNC4AAjQuAAUELkAEQAB9LgADdC4AAnQuAAQELgADNC4ABQQuAAT0LgAKBC4ABjQuQAfAAH0MDEBLgEjIgYdATMVIxEjESMRIxEjNTc1NDYzMhYXBy4BIyIGHQEzNTQ2MzIXAh4PHQ4mJW9vLN4sQUFEPhQpFAwSIhErK94%2BOSMjAqcIBjk0aCb%2BRgG6%2FkYBuiIEWUtNCQkkCQc9OFZrSEgQAAEAIf%2F0AhAC2wAuAIkAuAAARVi4ABAvG7kAEAAIPlm4AABFWLgAFC8buQAUABI%2BWbgAAEVYuAAMLxu5AAwABD5ZuAAARVi4AAMvG7kAAwAEPlm4ABAQuQANAAH0uAAJ0LgAEBC4AA%2FQuAAPL7gAFBC5ABoAAfS4ABAQuAAf0LgAI9C4AAkQuAAk0LgAAxC5ACsAAfQwMSUOASMiLgI1ESMRIxEjNTc1NDYzMhcHLgEjIgYdATM3MxUzFSMRFB4CMzI2NwIQFSsPIy0cC7ssQkI%2BOSMjDA8dDiYlvAYljIwHEiAZDiENBggKFSY2IAE1%2FkYBuiIEa0hIECQIBjk0aIuLJv7HFyUbDwkGAAADACT%2F9AIyAp8ADwAfAEwAjAC4AABFWLgANy8buQA3ABA%2BWbgAAEVYuAAlLxu5ACUABD5ZuAAARVi4ACAvG7kAIAAEPlm6AEIAIgADK7gAJRC5AAMAAfS6AAYAIgBCERI5ugALACUANxESObgACy%2B4ABPcuAA3ELkAHQAB9LoALwALABMREjm6AD8ACwATERI5ugBJACIAQhESOTAxNzI2Ny4BJw4DFRQeAgMUFhc%2BAzU0LgIjIgYBJicOASMiLgI1ND4CNy4BNTQ%2BAjMyFhUUDgIHHgEXPgE3Mw4BBx4BF%2BYpSh81YyMWJx4RGCg3IBQRGS4kFQgRGxQsMQF7QUwkWDgnRjMeFyUxGhQYFCQyHjY4Gis3HCNhMyM0ESsUOSgjQB0aJyAweEARJCcrGCE1JRUB9CFHJBIkKCsaEB8YD0D9uRc8JS4ZL0IpITYvKRMqUyYgNicWRDQgNi8rFT92LS1tP0R7MxwlCwAAAgAw%2F%2FQBrgKLAAsAFwA1ALgAAEVYuAAGLxu5AAYADj5ZuAAARVi4AAAvG7kAAAAEPlm5AAwAAfS4AAYQuQASAAH0MDEXIiY1NDYzMhYVFAYnMjY1NCYjIgYVFBbvXGNjXFxjY1xDT09DQlBQDK2hoKmpoKGtJpWTk5CQk5OVAAABAFQAAAGiAn8ADABDALgAAEVYuAAHLxu5AAcADj5ZuAAARVi4AAwvG7kADAAEPlm5AAEAAfS4AAcQuQAEAAH0uQACAAH0uAABELgACdAwMTczESM1PgE3MxEzFSFUlnInPRcki%2F6yJwISHgcUDf2oJwAAAAEAJwAAAbECiwAdAD0AuAAARVi4AA8vG7kADwAOPlm4AABFWLgAHC8buQAcAAQ%2BWbkAGgAB9LgAF9C4AADQuAAPELkACAAB9DAxNz4DNTQmIyIGByc%2BATMyFhUUDgIHPgE7ARUhKU92TydDSCxMHR0kVztWXipMbUIaNxra%2FngcUH9pWSo8UjAkHCg2YlEwX2l3RgIDKAAAAQAd%2F%2FQBqwKLADcAUwC4AABFWLgAHy8buQAfAA4%2BWbgAAEVYuAAyLxu5ADIABD5ZuQAFAAH0ugAPAB8AMhESObgADy%2B5ABAAAfS4AB8QuQAYAAH0ugAoABAADxESOTAxNx4DMzI%2BAjU0LgIjNTI%2BAjU0JiMiBgcnPgEzMh4CFRQGBxUeAxUUDgIjIi4CJzcOIis1ISA3KBYZNlQ8N00vFUY7LUocGiFUOCVALxtFNR40KBceNUcpJj4xJw9tEB0XDhQlNCAhNicWJxYlMx02QSkdHiAuFSc5JT9NEgQGHSo3IipDLxkQGiAQAAACABAAAAHAAn8ACQAUAFcAuAAARVi4ABIvG7kAEgAOPlm4AABFWLgADS8buQANAAQ%2BWbsADgABAAAABCu4ABIQuAAE3LgAABC4AAnQuAAOELgAC9C4AAkQuAAQ0LgAABC4ABPQMDElNTQ2NyMOAQcDBSMVIzUhNQEzETMBNgICBAwaDrwBel8r%2FtoBKShf5eoWQhYUJhb%2B%2BCa%2FvxoBpv5mAAAAAAEAGv%2F0Aa8CfwAoAEcAuAAARVi4ABIvG7kAEgAOPlm4AABFWLgAIy8buQAjAAQ%2BWbkABQAB9LoAGQASACMREjm4ABkvuAAN3LgAEhC5ABQAAfQwMTceAzMyPgI1NCYjIgYHJxMhFSMHPgEzMh4CFRQOAiMiLgInMw4iKjQhIDorGlRIJTUdHxcBJ%2F8UGTYjKEg0HyM5SScmPTEmD2kPHBYNGS0%2FJ05XFxQTASsn5w8TGDFNNDNPNxwPGR8PAAAAAAIANP%2F0AbQCiwARADAAQwC4AABFWLgALS8buQAtAA4%2BWbgAAEVYuAAlLxu5ACUABD5ZuwAdAAEACgAEK7gAJRC5AAAAAfS4AC0QuQAVAAH0MDElMj4CNTQuAiMiBgceAxMuASMiDgIHPgEzMhYVFA4CIyImNTQ%2BAjMyFhcBBhwvIhQQITUkIlInAxcoO6wVOB8mRDQfASFTLVVdHDA%2FJGFwJ0FVLi1BGRoZLDsiIjsrGCs1M1M7IQIVGhsgSnlYKTBlYSxJNR6ckmSKViUiHAABACwAAAG1An8ADwAzALgAAEVYuAAHLxu5AAcADj5ZuAAARVi4AAAvG7kAAAAEPlm4AAcQuQAFAAH0uAAJ0DAxMz4DNyE1IRUOAwcjvAQZLkYw%2Fq8BiTlLLRQEMGGhj4NEJxpMjJGeXgAAAAADACj%2F9AG1AosAEQAjAE0AVwC4AABFWLgANC8buQA0AA4%2BWbgAAEVYuABJLxu5AEkABD5ZuQAFAAH0ugAPAEkANBESObgADy%2B4ABLQuAA0ELkAGgAB9LgADxC4ACncuAASELgAPtwwMTcUHgIzMj4CNTQuAicOATc%2BATU0LgIjIg4CFRQeAgc0PgI3NS4DNTQ%2BAjMyHgIVFA4CBxUeAxUUDgIjIi4CVBgqOiMiNycVITdGJTFAzikrEiExHxstIRIdMD3aFyUtFxIhGRAaLT0jKUAtFxIbIA4VKB8UHDNIKyxKNh%2BmHjMmFhQkMBslMycdDx1PdCFJKhsvJBUSHywaIjElHLcgOC0jDAQMHSUrGiI6KRcZLT0kGjEqIgsEDR4mMiAjPS0aGy9AAAACACv%2F9AGqAosAEQAwAEMAuAAARVi4ACUvG7kAJQAOPlm4AABFWLgALS8buQAtAAQ%2BWbsAAAABAB0ABCu4ACUQuQAIAAH0uAAtELkAFQAB9DAxEzI2Ny4DIyIOAhUUHgIHHgEzMj4CNw4BIyImNTQ%2BAjMyFhUUDgIjIiYn4iJSJwMXKTsnGzAiFBAiNGoVOCAmRDQfASFULVRdHDA%2FJGBwJ0BWLi1CGAEjLTQzUzsgGSs7IiM7KxjTGhsgSnlYKDBlYStKNB6bkmWKVSYiHAAAAQBD%2F%2FQAmABPAAsAGAC4AABFWLgACS8buQAJAAQ%2BWbgAA9wwMTc0NjMyFhUUBiMiJkMaEREZGRERGiEWGBgWFRgYAAABADD%2FZQClAE8AEQAYALgAAEVYuAAFLxu5AAUABD5ZuAAL3DAxFz4BNwYjIiY1NDYzMhYVFAYHMCIqAQQIERkaERccOi19Ej0qARYUFBYmITdUGP%2F%2FAEP%2F9ACYAc0CJwCGAAABfgAGAIYAAP%2F%2FADD%2FZQClAc0CJwCGAAABfgAGAIcAAAACAFf%2F9ACsAp4ABQARACkAuAAARVi4AAEvG7kAAQAQPlm4AABFWLgADy8buQAPAAQ%2BWbgACdwwMRM1MwcDIwc0NjMyFhUUBiMiJmsuAQYhGhoRERkZEREaAldHR%2F5ckhYYGBYVGBgAAAIAV%2F9CAKwB7AAFABEAGAC4AABFWLgADy8buQAPAAg%2BWbgACdwwMR8BIzUTMzcUBiMiJjU0NjMyFpgBLgYhGhkRERoaEREZd0dHAaSTFxgYFxQYGAAAAAACACX%2F9AFgAqoAHwArACYAuAAARVi4ACkvG7kAKQAEPlm7ABMAAQAMAAQruAApELgAI9wwMTcmPgQ1NC4CIyIGByc%2BATMyHgIVFA4EFwc0NjMyFhUUBiMiJqMGESAoJBgNHCsdJUMZGx1ONCU6KBUZJCkhEwU7GRERGhoRERmzKUM5MjE0HxcrIBMhHxkhLRcpOCEiOTQzNz8mkhYYGBYVGBgAAAIAM%2F82AW4B7AAfACsAJgC4AABFWLgAKS8buQApAAg%2BWbsADAABABMABCu4ACkQuAAj3DAxExYOBBUUHgIzMjY3Fw4BIyIuAjU0PgQnNxQGIyImNTQ2MzIW8AURICgkGA0cKx4kQxkcHU8zJTooFRkkKSESBTsZEREZGRERGQEtKUM5MjE0HxcqIRMiHhkgLhcpOCEiOTUyNz8mkxcYGBcUGBgAAQBTAd0AhgK1AAUACwC6AAIABAADKzAxEyczFQcjVAEzCSECcEVFkwAAAP%2F%2FAFMB3QETArUAJgCOAAAABwCOAI0AAAABADoB4AChAr8AEQANALsABQABAAsABCswMRMOARU2MzIWFRQGIyImNTQ2N6EhIgIGDxkXERQYLSgCqBs2KwESExMVIyA2TBoAAAAAAQA6Ad0AogK8ABEADQC7AAsAAQAFAAQrMDETPgE1BiMiJjU0NjMyFhUUBgc6ISICBg4ZFhEUGS0pAfQbNisBEhMTFSMgNkwaAAAA%2F%2F8AOgHgAS4CvwAmAJAAAAAHAJAAjQAA%2F%2F8AOgHdAS8CvAAmAJEAAAAHAJEAjQAA%2F%2F8AOv9%2BAKIAXQIHAJEAAP2hAAD%2F%2FwA6%2F34BLwBdACcAkQAA%2FaEABwCRAI39oQAAAAEAKwBIAM0BsAAGAAsAugACAAYAAyswMTc1NxcHFwcriRl7exnpJqEVn6ETAAAAAAEANgBIANgBsAAGAAsAugACAAUAAyswMTcnNxcVByewehiKihj8nxWhJqETAAAA%2F%2F8AKwBIAVoBsAAmAJYAAAAHAJYAjQAA%2F%2F8ANgBIAWUBsAAmAJcAAAAHAJcAjQAAAAEAKADmAQQBDQADAA0AuwABAAEAAgAEKzAxEzMVIyjc3AENJwAAAP%2F%2FACgA5gEEAQ0CBgCaAAAAAQAoAOgBuAEMAAMADQC7AAEAAQACAAQrMDETIRUhKAGQ%2FnABDCQAAAEAKADoAvgBDAADAA0AuwABAAEAAgAEKzAxEyEVISgC0P0wAQwkAP%2F%2FAEMBFQCYAXACBwCGAAABIQAAAAEAKACaAPEBdgATAAsAugAKAAAAAyswMTciLgI1ND4CMzIeAhUUDgKMEyQcEREcJBMTJRwRERwlmg8dKBoZKRwQEBwpGRooHQ8AAAABAAz%2FiwHo%2F7EAAwANALsAAAABAAEABCswMQUVITUB6P4kTyYmAAAAAQBY%2F1EA9wLbAA4ACwC6AAYAAAADKzAxFy4BNTQ2NxcOARUUFhcH3D5GRj4bPDw8PBuvZN2EhN1kEF%2Ffd3ffXxAAAAABACD%2FUQC%2FAtsADgALALoABwANAAMrMDEXPgE1NCYnNx4BFRQGBycgPDw8PBs9R0c9G59f33d3318QZN2EhN1kEAAAAAEAYv9oAQICxAAHABcAuwAFAAEABgAEK7sAAQABAAIABCswMRMzFSMRMxUjYqB9faACxB383h0AAQAV%2F2gAtQLEAAcAFwC7AAAAAQAFAAQruwAEAAEAAQAEKzAxFxEjNTMRIzWSfaCgewMiHfykHQABACP%2FaAECAsQAMwArALsAAAABAAEABCu7AB4AAQAfAAQruwAQAAEADwAEK7oAKgAPABAREjkwMQUVIyIuAjU0NjU0LgIjNTI%2BAjU0JjU0PgI7ARUjIgYVFBYVFAYHFR4BFRQGFRQWMwECIhwpHA4IBxMiGhoiEwcIDhwpHCIfLh8GFR4eFQYfLnsdDB0xJjhhNA8eFg4gDhYcDzZhOCYxHQwdMjUxWTYtMgkECTQrNlkxNTIAAAAAAQAV%2F2gA9ALEADMAKwC7AAAAAQAxAAQruwAWAAEAEwAEK7sAIwABACQABCu6AAoAJAAjERI5MDEXMjY1NCY1NDY3NS4BNTQ2NTQmKwE1MzIeAhUUBhUUHgIzFSIOAhUUFhUUDgIrATU0Lh8GFh0dFgYfLh8iHCkcDggHEyIaGiITBwgOHCkcInsyNTFZNis0CQQJMi02WTE1Mh0MHTEmOGE2DxwWDiAOFh4PNGE4JjEdDB0AAQAJ%2F2ABYALGAAMAGAC4AABFWLgAAC8buQAAABI%2BWbgAAtwwMQEzASMBOib%2BzyYCxvyaAAEAX%2F8GAIMC7gADAAsAugABAAIAAyswMRMzESNfJCQC7vwYAAEABf9gAV0CxgADABgAuAAARVi4AAAvG7kAAAASPlm4AALcMDETMwEjBSYBMiYCxvyaAAACAF%2F%2FBgCDAu4AAwAHAAsAugABAAUAAyswMRMzESMXESMRXyQkJCQC7v4pO%2F4qAdYAAAAAAQBGAc4BRQLIAA4AFAC4AABFWLgABS8buQAFABI%2BWTAxEzcnNxc3Mxc3FwcXBycHaTdaCV8HIAdfClo2G0BCAeJYJB4aZmUZHiRYFFNTAAACADL%2FzAGtAqkADwBJABcAuwAxAAEAKgAEK7sARgABABMABCswMSU%2BATU0LgInDgEVFB4CEy4BIyIOAhUUHgQVFAYHHgEVFA4CIyImJzceATMyNjU0LgQ1NDY3LgE1ND4CMzIWFwE4JCctQ0wfIiotQ0xNGDUmGSQWCyo%2BST4qMSYQEhcnNB00UB0eGjsuLjYqP0k%2FKjMmDxIQIjIjKkYctREqKSgzJB8UFC4mJzEjHgGLFBoNFRwOISkhHSk8LjI5FRApGxsuIRIjHBwYHjIjIisgHSg6LjA%2FFA8oGhUqIRUeFwACACr%2FsAGjApMAAwAQACUAuAAARVi4AAAvG7kAAAAQPlm4AABFWLgADi8buQAOABA%2BWTAxATMRIwMiLgI1ND4COwERAXUuLlI3XEIkIj5WMywCk%2F0dAUQXMU84OE8yF%2F5hAAAAAwAz%2F%2FQCsgKMABMAJwBFADMAuwA6AAEAQQAEK7sALQABADQABCu4AC0QuAAj3LkABQAB9LgAQRC4ABncuQAPAAH0MDETND4CMzIeAhUUDgIjIi4CNxQeAjMyPgI1NC4CIyIOAhc0PgIzMhYXBy4BIyIGFRQWMzI2NxcOASMiLgIzM1h0QUB0WDMzWHRAQXRYMyMuTmc6OWdOLi5OZzk6Z04ucx4xQSQoOBgXFy0ePExJPSQ4FxQbPjAkPzAcAUJLelYvL1Z6S0x7VzAwV3tMRHBPLCxPcERDb08rK09vQytGMBofGBoWFlJES1YdFRwYIxszSQAAAAAEABIBRAF%2BAsgAEwAnADcAQABXALgANi%2B4ACkvuAA2ELgAFNy5AAAAAfS4ACkQuAAe3LkACgAB9LoANAA2ACkREjm4ADQvuQA4AAH0ugAxADgANBESObgANhC4ADPQuAApELkAPgAB9DAxEyIuAjU0PgIzMh4CFRQOAicyPgI1NC4CIyIOAhUUHgIDMzIeAhUUBgcXIycjFSM3MjY1NCYrARXIJUIyHR0yQiUlQzEdHTFDJR84KBgYKDgfIDcoGBgoNyRFDxsWDRcRMSUnLyA9FxwVGyABRBwyRywsSDMcHDNILCxHMhwdGSs8JCQ9LRkZLT0kJDwrGQEPBg8YExMgBVZMTGcRFBEVSwAAAgA0%2F24C%2BwJ5AEYAVAA%2FALsAPAABAEIABCu7ACgAAQAPAAQruwBKAAEAFgAEK7sAIAABAFAABCu7AAUAAQAyAAQrugAjAFAAIBESOTAxNzQ%2BAjMyHgIVFA4CIyImJyMOASMiLgI1ND4CMzIXMzczBwYzMj4CNTQuAiMiDgIVFB4CMzI2NxcGIyIuAjcUFjMyPwEuASMiDgI0QW2QT0h1USwiNkEfKDUEAho9IxcqHxIZMEUsNR4CCSIkIl4YMykbJ0hnQUWAYzwsT29DMlIkEFZlSHtaM%2BguIjI6HxIhFyI2JRTKYp9xPS5TdUdAYUIhJScdKREiMyIkUEIrMCi9hx45UjVAakopOGeRWUl1USwaFh42L1mBUjkuQ60cFSM2QgAAAAIAJAAAAcECigAbAB8AmwC4AABFWLgACC8buQAIAA4%2BWbgAAEVYuAAMLxu5AAwADj5ZuAAARVi4ABYvG7kAFgAEPlm4AABFWLgAGi8buQAaAAQ%2BWbsAAwABAAAABCu7AAcAAQAEAAQruAAHELgACtC4AAcQuAAO0LgABBC4ABDQuAADELgAEtC4AAAQuAAU0LgAABC4ABjQuAADELgAHNC4AAQQuAAd0DAxNyM1MzcjNTM3MwczNzMHMxUjBzMVIwcjNyMHIz8BIwd3U1cVWFwZIxmVGiIZUlUVVlsZIxmVGiPXFZYV1iSqJMLCwsIkqiTW1tb6qqr%2F%2FwBeAbgA1gM%2BAgcAtwAAAbgAAP%2F%2FAC8BuAE3A0oCBwC4AAABuAAA%2F%2F8AKAGsATQDSgIHALkAAAG4AAD%2F%2FwAuAbgBPQM%2BAgcAugAAAbgAAAACACj%2F9AFCAZIACwAXACgAuAAGL7gAAEVYuAAALxu5AAAABD5ZuQAMAAH0uAAGELkAEgAB9DAxFyImNTQ2MzIWFRQGJzI2NTQmIyIGFRQWtUJLS0JCS0tCLzc3Ly83NwxrZWRqamRlayFbVFRZWVRUWwAAAAEAXgAAANYBhgAIACIAuAAGL7gAAEVYuAAILxu5AAgABD5ZuAAGELkAAAAB9DAxEyM1PgE3MxEjsFIdKREhJgFEGwYTDv56AAEALwAAATcBkgAaACwAuAAPL7gAAEVYuAAZLxu5ABkABD5ZuQAXAAH0uAAA0LgADxC5AAgAAfQwMTc%2BAzU0JiMiBgcnPgEzMhYVFA4CBzMVIzgySS8XLycbLxEZEkElNkMZLD8lwP8ZLkg6MRkrMiQaFx4rPT4fODo%2FJSIAAAAAAQAo%2F%2FQBNAGSACoAPgC4ABcvuAAARVi4ACcvG7kAJwAEPlm6AAoACQADK7gAJxC5AAMAAfS4ABcQuQAQAAH0ugAdAAkAChESOTAxNx4BMzI2NTQmIzUyNjU0JiMiBgcnPgEzMhYVFAYHHgMVFA4CIyImJ0USOSIlNkpAOz8tJhcvExkVOyYxRSsgEiAaDxQkMBsuRxRVHSMrKCYqHDIiICkdFxYbJDYxJTENAxAYIRUbKx0QLR4AAAIALgAAAT0BhgAFABAATAC4AA4vuAAARVi4AAkvG7kACQAEPlm7AAAAAQAKAAQruAAOELkAAgAB9LgAABC4AAXQuAAKELgAB9C4AAUQuAAM0LgAABC4AA%2FQMDE3NTcjDwEXIxUjNSM1NzMVM98EBDhJ3zoksbEkOpJXaFNsIHJyFf%2F0%2F%2F8AKgEFAR0CUwIGAL0AAP%2F%2FACEBBQFFAlMCBgC%2BAAAAAgAqAQUBHQJTABsAJAA7ALgAAC%2B4ABIvuwAGAAEAHwAEK7gAEhC5AAsAAfS4AAAQuAAX0LgAABC5ABwAAfS6ABkAAAAcERI5MDETIiY1NDY3NC4CIyIGByc%2BATMyFh0BIycjDgEnMjc1DgEVFBaLKzZibAcQGhUePBEPFEMnOi0eBgQVNRcvNV1KJAEFMCs1NwoTIhkOGQwbDh1FOcgnEh0gMWYKLSIgHgAAAAIAIQEFAUUCUwATAB8AGwC4AAovuAAAL7kAFAAB9LgAChC5ABoAAfQwMRMiLgI1ND4CMzIeAhUUDgInMjY1NCYjIgYVFBazHjYnFxcnNh4eNicXFyc2HjA7OzAwOzsBBRcrPicoPisWFis%2BKCc%2BKxchSjw8Sko8PEoAAAACACoBvwEOAqwAEwAfABcAuwAUAAEAAAAEK7sACgABABoABCswMRMiLgI1ND4CMzIeAhUUDgInMjY1NCYjIgYVFBacFikgExMgKRYWKSATEyApFiMtLSMjLS0BvxAeLBwcLB8QEB8sHBwsHhAgMSUmMjImJTEAAAACAB4AcgHAAiIAIgA2AEoAuAAARVi4AAgvG7kACAAKPlm4AABFWLgADS8buQANAAo%2BWbgAAEVYuAASLxu5ABIACj5ZuwAoAAEAHwAEK7gADRC5ADIAAfQwMT8BLgE1NDY3JzcXPgEzMhYXNxcHHgEVFAYHFwcnDgEjIicHNxQeAjMyPgI1NC4CIyIOAh5CEhQUEkIbQhc9ICA9F0MaQhIUFBFBGkMXPSBCMkItFiUyHBwyJRYWJTIcHDIlFo5DGDwjJD4YRBxFFRcXFUUcRBg%2BJCM8GEMcRBYXLUTWIjkoFxcoOSIiOikXFyk6AAEAO%2F%2BSAaMC7QAxAF0AuAAARVi4ACsvG7kAKwAOPlm4AABFWLgAFS8buQAVAAQ%2BWbgAKxC5AAUAAfS6AAgAFQArERI5uAAVELgAEtC4ABUQuQAcAAH0ugAfACsAFRESObgAKxC4AC7QMDEBLgMjIgYVFB4EFRQGBxUjNS4BJzceATMyNjU0LgQ1ND4CNzUzFR4BFwF4DhseJBc0QCtAS0ArV0MnNFYdGB1QND9DK0BLQCsVJTQfJzE%2BGgIoDhYQCEEyLDUnIS9HOUhWBmNjBC0cHxosRDcxPSsiLD8zHzYpGgNjYwMoGwABADYAAAGsAosALABZALgAAEVYuAATLxu5ABMADj5ZuAAARVi4AAIvG7kAAgAEPlm5AAAAAfS6ACQAEwACERI5uAAkL7gACtC4ACQQuQAjAAH0uAAL0LgACy%2B4ABMQuQAaAAH0MDElFSE1PgE1NCYnIzU3My4BNTQ2MzIWFwcuASMiDgIVFBYXMxUjHgEVFAYHFQGs%2Fo04MgUEZEIYCxVbTzRFFx0VNigfLx8QFQulnQQEJiIoKBsgaDoTJBEhAyZLJ09bKh0bGSIUJDAbKEknJBEjFD5SIQQAAAAAAQAeAAABwQJ%2FAB0AhAC4AABFWLgAHS8buQAdAA4%2BWbgAAEVYuAAJLxu5AAkADj5ZuAAARVi4ABQvG7kAFAAEPlm6AAQAHQAUERI5ugAZAB0AFBESObgAGS%2B5AAwAAfS4ABkQuAAN0LgAGRC4ABjQuAAYL7gAENC4ABgQuQAVAAH0uAAR0LgAGRC5ABsAAfQwMRMXHgEXMz4BPwEzAzMVIxUzFSMVIzUjNTM1IzUzA05eECASBBMfEV4urpqoqKgtpqammKwCf8EhQyUlQyHB%2FrAhRyKlpSJHIQFQAAEAGP%2F0AdoCiwA1AG0AuAAARVi4ABkvG7kAGQAOPlm4AABFWLgAAy8buQADAAQ%2BWbsALQABAC4ABCu4AC4QuAAJ0LgALRC4AArQuAAtELgAJdy4ABLQuAAlELkAJAAB9LgAE9C4ABkQuQAgAAH0uAADELkAMgAB9DAxJQ4BIyIuAicjNTcmNDU8ATcjNTc%2BAzMyFhcHLgEjIgYHIRUhBhQVHAEXMxUjHgEzMjY3AdogTjgsSjgmB0E%2BAQE%2BQQcmPFEwLUoWHRY3I1BgCwEW%2FucBAfHuDVpIKj8dUiwyJENfPB0ECxQLCRIIHQQ9YUQkLiAbHiV3aSEIEQkLFQshZnYoKQAAAgA%2B%2F%2BQBswKMAAgAJwA3ALsAJAABAAwABCu7ABwAAQAjAAQruAAjELgAANC4ACQQuAAI0LgADBC4AA%2FQuAAcELgAGdAwMRMOAxUUFhc3DgEHFSM1LgM1ND4CNzUzFR4BFwcuAScRPgE3%2FyA3JxZPRbQdSSwiKkczHR41RigiMEAXGBc2IiU%2BGAH2BSAxQidOZgoXGyMCbG0EIjtSMzRROyIEb20CIxccFBsC%2Fn8CHhYAAAAAAf9b%2F%2FQA8QKfAAMAGAC4AABFWLgAAC8buQAAAAQ%2BWbgAAdwwMQcBMwGlAXAm%2FpEMAqv9VQAAAP%2F%2F%2F1v%2F9ADxAp8CBgDGAAD%2F%2FwAo%2F%2FQC%2FQKfACcAtgAAAQ0AJwDGAWsAAAAHALYBuwAAAAD%2F%2FwBK%2F%2FQCzwKfACcAt%2F%2FsAQ0AJwDGAVYAAAAHALoBkgAAAAD%2F%2FwBK%2F%2FQC3wKfACcAt%2F%2FsAQ0AJwDGAT8AAAAHALgBqAAAAAD%2F%2FwAo%2F%2FQC4gKfACcAuQAAAQ0AJwDGAYUAAAAHALoBpQAAAAAAAQAiAG4BvQImAAsAHQC7AAMAAQAAAAQruAADELgABtC4AAAQuAAI0DAxEyM1MzUzFTMVIxUj27m5Kbm5KQE3JsnJJskAAAAAAQAiATcBvQFdAAMADQC7AAEAAQACAAQrMDETIRUhIgGb%2FmUBXSYAAAEAMwCHAasCDQALACUAuAAARVi4AAMvG7kAAwAKPlm4AABFWLgABS8buQAFAAo%2BWTAxPwEnNxc3FwcXBycHM6KiG6GiGqGhGqKho6enHKmpHKenHKioAAADACIAbQG9AiUACwAXABsAIQC7AA8AAQAVAAQruwAGAAEAAAAEK7sAGQABABoABCswMRMiJjU0NjMyFhUUBgM0NjMyFhUUBiMiJichFSHvEBYWEBEVFTcWEBEVFREQFqcBm%2F5lAdUWExEWFhETFv7BERYWERMWFtomAAD%2F%2FwAiANIBvQHDAiYAzQBmAAYAzQCbAAAAAQAiAJIBvQIGAAkAFAC4AABFWLgAAS8buQABAAo%2BWTAxEyUVDwEVHwEVJSIBm%2BiFhej%2BZQFipCtaMwQzWiukAAEAIgCSAb0CBgAJABQAuAAARVi4AAgvG7kACAAKPlkwMQEFNT8BNS8BNQUBvf5l6IWF6AGbATakK1ozBDNaK6QAAAAAAgAiAAABvQImAAsADwA4ALgAAEVYuAAOLxu5AA4ABD5ZuwADAAEAAAAEK7gAAxC4AAbQuAAAELgACNC4AA4QuQAMAAH0MDETIzUzNTMVMxUjFSMHIRUh27m5Kbm5KbkBm%2F5lATYly8slyUglAAAAAAEAQgEiAZ0CngAJABoAuAAARVi4AAAvG7kAAAAQPlm5AAUAAfQwMRMzEyMvASMPASPYLpcrTTQEM00rAp7%2BhMuFhcsAAQAoAQoBtgGKABcAJwC7AAgAAQAPAAQruAAPELgAFNy5AAMAAfS4AAvQuAAPELgAF9AwMRM%2BATMyHgIzMjY3Fw4BIyIuAiMiBgcoFjsdHS8rKBYXJhIcFTsdHS8rKBYXJhIBNyopHCIcHCMUKSgcIhwcIwABACIAbgG9AV0ABQANALsAAQABAAQABCswMRMhFSM1ISIBmyn%2BjgFd78kAAAEAXP84Ab0B4AAXABoAuAAARVi4ABEvG7kAEQAEPlm5AAUAAfQwMRMzERQWMzI2NxEzESMnIw4BIyImJxcVI1wsNDorRSssJgQDIkswJTQUAiwB4P7STUkvMwFi%2FiBQKjEWIVqaAAD%2F%2FwCzAjwBQwLEAAcA4AELAAAAAP%2F%2FANMCPAFjAsQABwDiAQsAAAAA%2F%2F8AmQI8AX0CxAAHAOQBCwAAAAD%2F%2FwCPAkUBhwKeAAcA5gELAAAAAP%2F%2FAJgCVgF%2BAp8ABwDpAQsAAAAA%2F%2F8AmgJeAXwCggAHAOgBCwAAAAD%2F%2FwC5AhsBXQLIAAcA6wELAAAAAP%2F%2FAMr%2FMAFOAAIABwDtARQAAAAAAAH%2FqAI8ADgCxAADABgAuAAARVi4AAMvG7kAAwAMPlm4AAHcMDEDMxcjWDRcJgLEiAAAAAAB%2F48CxQAlAy8AAwALALoAAQADAAMrMDEDMxcjcTpcKAMvagAB%2F8gCPABYAsQAAwAYALgAAEVYuAAALxu5AAAADD5ZuAAC3DAxAyM3MxImXDQCPIgAAAAAAf%2FbAsUAcQMvAAMACwC6AAIAAAADKzAxEyM3MwMoXDoCxWoAAf%2BOAjwAcgLEAAcANwC4AABFWLgABi8buQAGAAw%2BWbgAAEVYuAADLxu5AAMADD5ZuAAGELgAANy6AAUAAAAGERI5MDEDMxcjJyMHIxMmXyVLBEslAsSIY2MAAAAB%2F4sCxQB1Ay8ABwAXALoABgABAAMruAAGELgAB9y4AAPQMDEDNzMXIycjB3VgKmAoSwRLAsVqakhIAAAB%2F4QCRQB8Ap4AGwBBALgAAEVYuAAALxu5AAAADD5ZuAAARVi4ABMvG7kAEwAMPlm7ABgAAQAFAAQruAATELkACgAB9LgABRC4AA7QMDEDPgMzMh4CMzI2NzMOAyMiLgIjIgcjfAEIERkSEh4aGA0QEgQeAQgRGRISHhkZDR4IHgJFECAZEBEVER0aECAZEBEVETcAAf9%2BAswAggMoABsAIwC6AAAAEwADK7oABQAOAAMruAAAELgACNC4AA4QuAAW0DAxEyIuAiMiBgcjPgMzMh4CMzI2NzMOAzsUHxsaDxAWAx0BChIZERQeGxsPEBYDHQEKEhkCzBIVEh8aESEaEBIVER4aESAbEAAAAf%2BPAl4AcQKCAAMACwC4AAMvuAAB3DAxAzMVI3Hi4gKCJAAAAv%2BNAlYAcwKfAAsAFwAoALgAAEVYuAAALxu5AAAADD5ZuAAG3LgAABC4AAzQuAAGELgAEtAwMQMiJjU0NjMyFhUUBjMiJjU0NjMyFhUUBk8QFBQQEBUVjhAVFRAQFBQCVhUQDxUVDxAVFRAPFRUPEBUAAAAC%2F40C1QBzAx4ACwAXABsAugAGAAAAAyu4AAAQuAAM0LgABhC4ABLQMDEDIiY1NDYzMhYVFAYzIiY1NDYzMhYVFAZPEBQUEBAVFY4QFRUQEBQUAtUTEREUFBERExMRERQUERETAAAAAAL%2FrgIbAFICyAALABcAEwC6AAwAAAADK7oABgASAAMrMDERIiY1NDYzMhYVFAYnMjY1NCYjIgYVFBYjLy8jIy8vIxYeHhYWHh4CGzAmJzAwJyYwGiEbHCEhHBshAAAAAAL%2FrgK8AFIDYAALABcAEwC6AAwAAAADK7oABgASAAMrMDERIiY1NDYzMhYVFAYnMjY1NCYjIgYVFBYjLy8jIjAwIhQfHxQWHh4CvCwmJS0tJSYsGhwcGh4eGhwcAAAAAAH%2Ftv8wADoAAgARABMAugACABEAAyu6AAsACgADKzAxJzMHHgEVFA4CByc%2BATU0JicIIx0YJBUjLRgHKjMmHQI4CB8eFB0UDQMeBhgVFxYIAAAAAAH%2Ftv8wADoAAgARABMAugARAAIAAyu6AAoACwADKzAxJzMHHgEVFA4CByc%2BATU0JicIIx0YJBUjLRgHKjMmHQI4CB8eFB0UDQMeBhgVFxYIAAAA%2F%2F8ASwAAAJsCowIGACYAAAABAAAA8QBcAAcAeAAFAAEAAAAAAAoAAAIAAXMAAwABAAAAYgBiAGIAYgCwARQBZAGoAeYCHgJ%2BAroC2gMOA1YDfAPgBDIEhgTOBUAFlgYEBjAGdga0ByoHhgfGB%2FwIegj0CUQJvgogCnALIgtwC6QL7Aw0DGQM4g04DYwOBg5%2BDsgPNg%2BED9oQFhCMEOYROhFwEXwRiBGUEaARrBG4Eh4SKhI2EkISThJaEmYSchJ%2BEooSlhKiEq4SuhLGEtITZBPCE84T2hPmE%2FIT%2FhReFKAUrBS4FMQU0BTcFOgVqhW2FcIVzhXaFeYV8hX%2BFgoWFhY2FkIWThZaFmYWchZ%2BFuoXhBgEGBAYHBgoGDQYQBhMGNIZOBmyGjga7hsuG2gbtBwqHHwc3B1EHXoeEB54HpoexB7QHtwfEB88H44f4B%2F2IAIgKCBOIFogZiBwIH4gliCuILogxiDaIOIg9iEKIRQhOiFOIXAhkiGuIcoiJiKAIpoirCLGIuAjCCN6I6wkKCSuJUAlvCXGJdAl2iXkJh4mQiaCJt4nICcoJzAnhifEKAAodijqKVgpxipIKqIqvirGKtgq6ir8Kw4rMitGK3IrsCu8K9wr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43QxMgJhRdHDIkFR86UjRFdiuPJS07MBkjGRQLKQocKDckJUAvGi0kNh0hMy0YIRkTCCgMHyk3JCdEMx00LQAAAQAcAAAB%2FAKQAAcAMwC4AABFWLgAAi8buQACABA%2BWbgAAEVYuAAHLxu5AAcABD5ZuAACELkAAAAB9LgABdAwMRMjNSEVIxEj4sYB4MZUAkpGRv22AAAAAAEAV%2F%2F0Ai4CkAAZADwAuAAARVi4AAAvG7kAAAAQPlm4AABFWLgADS8buQANABA%2BWbgAAEVYuAAULxu5ABQABD5ZuQAHAAH0MDETMxEUHgIzMj4CNREzERQOAiMiLgI1V1MYKTggITgqGFAkP1YyMlc%2FJAKQ%2Fn07UDAVFTBQOwGD%2Fn9PbEMdHUNsTwAAAQAAAAACAwKQAA0AQAC4AABFWLgAAC8buQAAABA%2BWbgAAEVYuAAKLxu5AAoAED5ZuAAARVi4AA0vG7kADQAEPlm6AAUAAAANERI5MDERMxMeARczPgE3EzMDI1lpEhsTBBIcEWlV0GECkP6eO2Q6OmQ7AWL9cAAAAQAXAAAC%2BgKQACEAdgC4AABFWLgAAC8buQAAABA%2BWbgAAEVYuAAKLxu5AAoAED5ZuAAARVi4ABQvG7kAFAAQPlm4AABFWLgAIS8buQAhAAQ%2BWbgAAEVYuAAXLxu5ABcABD5ZugAFAAAAIRESOboADwAUABcREjm6ABwAIQAKERI5MDETMxMeARczPgE3EzMTHgEXMz4BNxMzAyMDLgEnIw4BBwMjF1ZFCRQJBAsYC1tMWwwYDAQJEgpFUIhkYwkPCAQIEQhhYwKQ%2Fps2aDY2aTUBZf6bNGo2Nmk1AWX9cAGLJkkmJkkm%2FnUAAAABAA8AAAHyApAAGQBbALgAAEVYuAABLxu5AAEAED5ZuAAARVi4AAsvG7kACwAQPlm4AABFWLgAGS8buQAZAAQ%2BWbgAAEVYuAAPLxu5AA8ABD5ZugAGAAEAGRESOboAEwAPAAsREjkwMRMDMxceARczPgE%2FATMDEyMnLgEnIw4BDwEjzrJcWQ0XDwQOFQxXWLO%2FXGANGxAEDhoMX1gBUwE9qBcrHR0rF6j%2Bv%2F6xsRgzHh4zGLEAAAAAAf%2F%2FAAAB3QKQAA8AQAC4AABFWLgAAS8buQABABA%2BWbgAAEVYuAALLxu5AAsAED5ZuAAARVi4AA8vG7kADwAEPlm6AAYAAQAPERI5MDE3AzMXHgEXMz4BPwEzAxUjxMVZVRAeEQQRIg9UV8VU%2FgGSuSRGJSVGJLn%2Bbv4AAAEALQAAAfECkAAJAD0AuAAARVi4AAMvG7kAAwAQPlm4AABFWLgACC8buQAIAAQ%2BWbkABgAB9LgAANC4AAMQuQABAAH0uAAF0DAxNwEhNSEVASEVIS0BWf7GAaL%2BpgFd%2FjwyAhhGMf3oRwAAAAIAOv%2F0AbcB8gAbACcAdgC4AABFWLgADy8buQAPAAg%2BWbgAAEVYuAAZLxu5ABkABD5ZuAAARVi4ABQvG7kAFAAEPlm6AAMADwAZERI5uAADL7gADxC5AAgAAfS6ABUAFAAPERI5uAAZELkAHwAB9LgAFRC5ACIAAfS4AAMQuQAjAAH0MDE3NDY3NC4CIyIGByc%2BATMyFhURIycjDgEjIiY3FBYzMjY3NQ4DOo%2BcCRcmHitJHSEiYjtZUEQHAiNRLT5RUTEkIz8jPVQzFn5QVREXLCIVIBQ5FiltW%2F7WOh0pSEgqJCEghwgWHicAAgBS%2F%2FQB%2BwLIABYAJgCDALgAAEVYuAAALxu5AAAAEj5ZuAAARVi4AAYvG7kABgAIPlm4AABFWLgAEC8buQAQAAQ%2BWbgAAEVYuAAWLxu5ABYABD5ZugADAAYAEBESOboAEwAQAAYREjm4ABMQuQAXAAH0uAAQELkAGgAB9LgABhC5ACQAAfS4AAMQuQAmAAH0MDETMxUHPgEzMh4CFRQOAiMiJicjByM3HgEzMj4CNTQuAiMiB1JSAiFOKS9IMRkiOkwqIkkgAwdCUiA%2FGB4zJRUOHzEiO0cCyMJYHScjQVs4PmJEIx8dMGwcFxsxSC0oQi8aQgAAAAABAC7%2F9AGwAfIAIQA5ALgAAEVYuAAFLxu5AAUACD5ZuAAARVi4AB0vG7kAHQAEPlm4AAUQuQAMAAH0uAAdELkAFgAB9DAxNzQ%2BAjMyFhcHLgEjIg4CFRQeAjMyNjcXDgEjIi4CLiZAVS8wRRkpFi8dITgoFxYnOCEjORYlIVEsMFQ9I%2FI9X0IiIxc1ExgbMkUqKkQxGx0UNh0iIkFfAAAAAgAv%2F%2FQB2QLIABQAIwCDALgAAEVYuAAFLxu5AAUACD5ZuAAARVi4AAovG7kACgASPlm4AABFWLgAEi8buQASAAQ%2BWbgAAEVYuAANLxu5AA0ABD5ZugAIABIABRESOboADgAFABIREjm4ABIQuQAYAAH0uAAOELkAGwAB9LgACBC5ABwAAfS4AAUQuQAfAAH0MDE3ND4CMzIWFyc1MxEjJyMOASMiJjcUFjMyNjc1LgEjIg4CLyM6TCoqPiAEU0QHAx1LK1xtVUZAIjweHzkeHTMmFvI7X0IkHhpTu%2F04ORwphHtYYiEi%2FhwXGzFEAAAAAgAu%2F%2FQBygHyABsAJABRALgAAEVYuAAFLxu5AAUACD5ZuAAARVi4ABcvG7kAFwAEPlm6AAwABQAXERI5uAAML7gAFxC5ABAAAfS4AAUQuQAfAAH0uAAMELkAJAAB9DAxNzQ%2BAjMyHgIVFAchHgEzMjY3Fw4BIyIuAiU0JiMiDgIHLiU9TiouSTEaA%2F64BVdGIzsbHSBOMjFVPyQBVD85Gi8mGQTyPF9CIyA8VDQbEk9cFRE2FB4jQV5hS08VJzklAAAAAAEAHgAAAT8C1AAVAFYAuAAARVi4AAUvG7kABQAIPlm4AABFWLgAEi8buQASABI%2BWbgAAEVYuAAJLxu5AAkABD5ZuAASELkAAgAB9LgABRC5AAgAAfS4AAvQuAAFELgADtAwMQEmIyIdATMVIxEjESM1NzU0NjMyFhcBLRscRGdnUkJCRUkXKREChQxeTUP%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%2BWboAAwAGABQREjm4AAvQuAAGELkADwAB9LgAAxC5ABIAAfQwMRMzFQc%2BATMyFhURIxE0JiMiBgcRI1JSAyNMM01HUiwwJjolUgLIwmQhL2Be%2FswBKUU9JiX%2BoAACAEMAAAC1ArQACwAPAC0AuAAARVi4AAwvG7kADAAIPlm4AABFWLgADi8buQAOAAQ%2BWboABgAAAAMrMDETIiY1NDYzMhYVFAYHMxEjfBghIRgYISFCUlICSh4XGB0dGBceZP4aAAAAAAL%2F2P8nALUCtAAPABsANwC4AABFWLgAAC8buQAAAAg%2BWbgAAEVYuAAFLxu5AAUABj5ZugAWABAAAyu4AAUQuQAMAAH0MDETMxEUBiMiJic3HgEzMjY1EyImNTQ2MzIWFRQGU1I8SRckDREJGA0kGCoYISEYFyEhAeb940pYCAU%2BAwUyLQKBHhcYHR0YFx4AAAEAUgAAAeYCyAAMAFsAuAAARVi4AAQvG7kABAAIPlm4AABFWLgAAC8buQAAABI%2BWbgAAEVYuAAMLxu5AAwABD5ZuAAARVi4AAgvG7kACAAEPlm6AAIAAAAMERI5ugAJAAAACBESOTAxEzMRMxMzBxMjJwcVI1JRA89bo7lajltRAsj%2BHgEAw%2F7d6mqAAAAAAAEAUv%2F0ANgCyAAPACsAuAAARVi4AAAvG7kAAAASPlm4AABFWLgADC8buQAMAAQ%2BWbkABQAB9DAxEzMRFBYzOgE3Fw4BIyImNVJSDgkEBwcLCBYRLygCyP2UFBACPgQEODYAAAABAFIAAALxAfIAIQCYALgAAEVYuAAGLxu5AAYACD5ZuAAARVi4AAAvG7kAAAAIPlm4AABFWLgAIS8buQAhAAQ%2BWbgAAEVYuAAZLxu5ABkABD5ZuAAARVi4ABEvG7kAEQAEPlm6AAIAAAAhERI5ugAJAAAAIRESObgABhC4AAzQuQAVAAH0uAAJELkAFwAB9LgABhC5AB0AAfS4AAIQuQAfAAH0MDETMxczPgEzMhYXPgEzMhYVESMRNCYjIgcRIxE0JiMiBxEjUkQHAyBLLDg%2FDyZNLUtJUiwuN0NSLC83Q1IB5kYjLzEsKjNgXv7MASlFPUv%2BoAEpRT1L%2FqAAAAAAAQBSAAAB1wHyABQAZQC4AABFWLgABi8buQAGAAg%2BWbgAAEVYuAAALxu5AAAACD5ZuAAARVi4ABQvG7kAFAAEPlm4AABFWLgACy8buQALAAQ%2BWboAAgAAABQREjm4AAYQuQAPAAH0uAACELkAEgAB9DAxEzMXMz4BMzIWFREjETQmIyIGBxEjUkQHAyNNM01HUiwwJjolUgHmRiMvYF7%2BzAEpRT0mJf6gAAAAAAIALv%2F0AfAB8gATACcANQC4AABFWLgABS8buQAFAAg%2BWbgAAEVYuAAPLxu5AA8ABD5ZuQAZAAH0uAAFELkAIwAB9DAxNzQ%2BAjMyHgIVFA4CIyIuAjcUHgIzMj4CNTQuAiMiDgIuJT5RLS1RPiUlPlEtLVE%2BJVUUJTQfHzQlFBQlNB8fNCUU8j1fQiIiQl89PF9BIiJBXzwqRDEbGzFEKipFMhsbMkUAAAIAUv8zAfsB8gAWACcAgwC4AABFWLgACS8buQAJAAg%2BWbgAAEVYuAADLxu5AAMACD5ZuAAARVi4AAIvG7kAAgAGPlm4AABFWLgAEy8buQATAAQ%2BWboABQAJABMREjm6ABYAEwAJERI5uAAWELkAFwAB9LgAExC5ABoAAfS4AAkQuQAkAAH0uAAFELkAJwAB9DAxFxUjETMXMz4BMzIeAhUUDgIjIiYnNx4BMzI%2BAjU0LgIjIgYHpFJEBwMhTysvSDAZIjpMKiJDIgIhPhgeMyUVDh8xIh8%2FJCmkArM4HCgjQVs5PmFEIx4aQBwXGzFILShCLxoiIAAAAgAv%2FzMB2QHyABQAIwB%2FALgAAEVYuAAFLxu5AAUACD5ZuAAARVi4AAsvG7kACwAIPlm4AABFWLgADS8buQANAAY%2BWbgAAEVYuAASLxu5ABIABD5ZugAIAAUAEhESOboADwASAAUREjm5ABgAAfS4AA8QuQAbAAH0uAAIELkAHAAB9LgABRC5AB8AAfQwMTc0PgIzMhYXMzczESM1Nw4BIyImNxQWMzI2NzUuASMiDgIvIzpMKipAIQIIQlMEHUsqXG1VRkAiPB4fOR4dMyYW8jtfQiQdHS79Ta1WGyeEe1hiISL%2BHBcbMUQAAAABAFIAAAFeAfIAEQBSALgAAEVYuAAGLxu5AAYACD5ZuAAARVi4AAAvG7kAAAAIPlm4AABFWLgAES8buQARAAQ%2BWboAAgAAABEREjm4AAYQuAAM3LgAAhC5AA8AAfQwMRMzFzM%2BATMyFwcuASMiBgcRI1JEBwMZRyodFxAMFA8fQxlSAeZYLjYKSAQEMj7%2ByAABABz%2F9AGDAfIAMQBJALgAAEVYuAAVLxu5ABUACD5ZuAAARVi4AC4vG7kALgAEPlm5AAMAAfS6AAsALgAVERI5uAAVELkAHAAB9LoAJAAVAC4REjkwMTceATMyNjU0LgInLgM1ND4CMzIWFwcuASMiBhUUHgIXHgMVFA4CIyImJ0UgQywwMBQfKBQaNCkaFys%2BJy5NHCcZNiAuKxIeJxUaNSobFy1DKzReI24aICwgExwVEAgJFyEsHx0zJRUgFzQTGCocERkTDwgKFiEwIh40KBcmHQAAAAABABj%2F9AFFAm4AGQBFALgAAEVYuAAGLxu5AAYACD5ZuAAARVi4ABQvG7kAFAAEPlm4AAYQuQAJAAH0uAAA0LgABhC4AAPQuAAUELkADQAB9DAxEyM1PwEzFTMVIxEUFjMyNjcXDgEjIi4CNWBITApFg4MhKg0eDBAULxcnNSEOAaM%2BBYiIQ%2F7yLTEIBT4HCxgqPCQAAQBL%2F%2FQBzgHmABQAZQC4AABFWLgAAC8buQAAAAg%2BWbgAAEVYuAAJLxu5AAkACD5ZuAAARVi4ABEvG7kAEQAEPlm4AABFWLgADC8buQAMAAQ%2BWbgAERC5AAUAAfS6AA0ACQAMERI5uAANELkACAAB9DAxEzMRFBYzMjY3ETMRIycjDgEjIiY1S1MrMCY6I1JEBwMiSzNORwHm%2FtdFPScrAVn%2BGkwoMGBeAAAAAAEADAAAAccB5gANAEAAuAAARVi4AAAvG7kAAAAIPlm4AABFWLgACi8buQAKAAg%2BWbgAAEVYuAANLxu5AA0ABD5ZugAFAAAADRESOTAxEzMTHgEXMz4BNxMzAyMMVVwLFwsECxYLXFGsYAHm%2FuwkSCMjSCQBFP4aAAEAGAAAArYB5gAhAHYAuAAARVi4AAAvG7kAAAAIPlm4AABFWLgACi8buQAKAAg%2BWbgAAEVYuAAULxu5ABQACD5ZuAAARVi4ACEvG7kAIQAEPlm4AABFWLgAFy8buQAXAAQ%2BWboABQAhAAAREjm6AA8AFwAUERI5ugAcAAAAIBESOTAxEzMTHgEXMz4BNxMzEx4BFzM%2BATcTMwMjAy4BJyMOAQcDIxhUSAgOBwQIEAlLUEwJEQgECA4IR06CZEYJDwkECBAKRGAB5v7nI0IiIkMiARn%2B5yNCIiJCIwEZ%2FhoBBSNEJSVFI%2F78AAAAAQAOAAABsAHmABkAWwC4AABFWLgAAS8buQABAAg%2BWbgAAEVYuAALLxu5AAsACD5ZuAAARVi4ABkvG7kAGQAEPlm4AABFWLgADy8buQAPAAQ%2BWboABgALAA8REjm6ABQAAQAZERI5MDE3JzMXHgEXMz4BPwEzBxcjJy4BJyMOAQ8BI62TWUELGA0ECxYLO1aTnllHDRoOBA0YDEJW%2FuhrFCkUFCkUa%2FH1cRYsFRUrF3EAAAAAAQAM%2Fy8BxwHmAB0ARgC4AABFWLgACC8buQAIAAg%2BWbgAAEVYuAASLxu5ABIACD5ZuAAARVi4ABkvG7kAGQAGPlm5AAMAAfS6AA0ACAAZERI5MDEXHgEzMjY%2FAQMzEx4BFzM%2BATcTMwMOAyMiJic3MQgUCSo1DwvDVWMLGQsECxQKV1C3DSAsOCURHAwQhgIFOy0kAef%2B8yBHIiFIIAEN%2FfIkPi0aBQVBAAAAAAEAHwAAAY8B5gAJAD0AuAAARVi4AAMvG7kAAwAIPlm4AABFWLgACC8buQAIAAQ%2BWbkABgAB9LgAANC4AAMQuQABAAH0uAAF0DAxNwEjNSEVASEVIR8BAOQBTP8AAQj%2BkCwBd0Ms%2FolDAAAA%2F%2F8AAwAAAh0DMgImAAQAAAAHAOEBDwAA%2F%2F8AAwAAAh0DMgImAAQAAAAHAOMBDwAA%2F%2F8AAwAAAh0DMgImAAQAAAAHAOUBDwAA%2F%2F8AAwAAAh0DMwImAAQAAAAHAOcBDwAA%2F%2F8AAwAAAh0DLQImAAQAAAAHAOoBDwAA%2F%2F8AAwAAAh0DawImAAQAAAAHAOwBDwAAAAIACAAAAwUCkAAFABUAfAC4AABFWLgADS8buQANABA%2BWbgAAEVYuAAMLxu5AAwABD5ZuAAARVi4AAgvG7kACAAEPlm6AAIADQAMERI5ugAJAA0ADBESObgACS%2B5AAUAAfS4AAgQuQAGAAH0uAANELkADwAB9LoAFAANAAgREjm4ABQvuQASAAH0MDEBESMGDwEFFSE1IwcjASEVIRUzFSMVAZEENTY9AiD%2BjM5jWAFYAZv%2B6ujoAQIBTGtrdrtHv78CkEbOR%2B7%2F%2FwA0%2FysCGwKcAiYABgAAAAcA7gFXAAD%2F%2FwBaAAAB3gMyAiYACAAAAAcA4QEcAAD%2F%2FwBaAAAB3gMyAiYACAAAAAcA4wEcAAD%2F%2FwBaAAAB3gMyAiYACAAAAAcA5QEcAAD%2F%2FwBaAAAB3gMtAiYACAAAAAcA6gEcAAD%2F%2FwAAAAAAtgMyAiYADAAAAAcA4QCDAAD%2F%2FwBQAAABBgMyAiYADAAAAAcA4wCDAAD%2F%2F%2F%2F7AAABCwMyAiYADAAAAAcA5QCDAAD%2F%2F%2F%2F8AAABCgMtAiYADAAAAAcA6gCDAAD%2F%2FwBaAAACLQMzAiYAEQAAAAcA5wFGAAD%2F%2FwA0%2F%2FQCZQMyAiYAEgAAAAcA4QFMAAD%2F%2FwA0%2F%2FQCZQMyAiYAEgAAAAcA4wFMAAD%2F%2FwA0%2F%2FQCZQMyAiYAEgAAAAcA5QFMAAD%2F%2FwA0%2F%2FQCZQMzAiYAEgAAAAcA5wFMAAD%2F%2FwA0%2F%2FQCZQMtAiYAEgAAAAcA6gFMAAAAAwAy%2F%2BICawKuAAsAFQAwAIUAuAAARVi4ACwvG7kALAAQPlm4AABFWLgAHi8buQAeAAQ%2BWboAAAAeACwREjm5AAMAAfS6AAsALAAeERI5ugAMACwAHhESObgALBC5AA4AAfS6ABUAHgAsERI5ugAWACwAHhESOboAIQAeACwREjm6ACQAHgAsERI5ugAuACwAHhESOTAxNx4BMzI%2BAjU0Ji8BJiMiDgIVFBcBHgEVFA4CIyImJwcnNy4BNTQ%2BAjMyFzcX0BlAJixHMxwRECIzTCxIMxwiAXgfIilLZz00WSM%2FLkYgIilLZz5oRz8udBodJkdjPjBQIDI2JURiPWBEAYorc0hPf1kwISBTJFssdkhPfVcuP1EjAAIANAAAAx4CkAASABsAVQC4AABFWLgAAy8buQADABA%2BWbgAAEVYuAAOLxu5AA4ABD5ZuAADELkAGAAB9LgABdC6AAoAAwAOERI5uAAKL7kACAAB9LgADhC5ABcAAfS4AAzQMDETNDYzIRUhFTMVIxUhFSEiLgI3FBY7AREjIgY0qJkBn%2F7q6OgBIP5TS3VSK1Z6dzAwd3oBS52oRs5H7kctVXtOfokCCIQAAP%2F%2FAFf%2F9AIuAzICJgAYAAAABwDhAUIAAP%2F%2FAFf%2F9AIuAzICJgAYAAAABwDjAUIAAP%2F%2FAFf%2F9AIuAzICJgAYAAAABwDlAUIAAP%2F%2FAFf%2F9AIuAy0CJgAYAAAABwDqAUIAAP%2F%2F%2F%2F8AAAHdAzICJgAcAAAABwDjAO4AAAACACEAAAJKApAADAAbAFkAuAAARVi4ABsvG7kAGwAQPlm4AABFWLgAFi8buQAWAAQ%2BWbkAAAAB9LgAGxC5AAYAAfS6AAoAGwAWERI5uAAKL7kACQAB9LgAChC4ABjQuAAJELgAGdAwMSUyNjU0JisBFTMVIxUTMhYVFA4CKwERIzU3EQEOc3Nzc0uVlVGYnihOckqoT09Ein19hNwv%2FQJMqJ1Oe1UtAUErBAEgAAAAAAIAWgAAAhUCkAAQABkAOQC4AABFWLgAAC8buQAAABA%2BWbgAAEVYuAAQLxu5ABAABD5ZuwAZAAEADgAEK7sAAgABABgABCswMRMzFTMyHgIVFA4CKwEVIzcyNjU0JisBEVpTdjZaPyMjQFk2dlO%2FVlNUVWwCkG4ULkk2NE0yGJbaQEdHNv78AP%2F%2FADr%2F9AG3AsoCJgAeAAAABwDgAQ0AAP%2F%2FADr%2F9AG3AsoCJgAeAAAABwDiAQ0AAP%2F%2FADr%2F9AG3AsoCJgAeAAAABwDkAQ0AAP%2F%2FADr%2F9AG3Aq0CJgAeAAAABwDmAQ0AAP%2F%2FADr%2F9AG3Aq4CJgAeAAAABwDpAQ0AAP%2F%2FADr%2F9AG3AtcCJgAeAAAABwDrAQ0AAAADADr%2F9ALrAfIADgBAAEcAmwC4AABFWLgAEi8buQASAAg%2BWbgAAEVYuAAYLxu5ABgACD5ZuAAARVi4ADIvG7kAMgAEPlm4AABFWLgALC8buQAsAAQ%2BWbgAMhC5AAMAAfS6ADgAMgASERI5uAA4L7kACgAB9LoAHwAYACwREjm4AB8vuAAsELkAJQAB9LgAEhC5AD0AAfS4ABgQuQBEAAH0uAAfELkARwAB9DAxNxQWMzI2Ny4BJzUOAwM%2BATMyFhc%2BATMyHgIVFAchHgMzMjY3Fw4BIyImJw4BIyImNTQ2NzQuAiMiBgcFNCYjIgYHizEkIlAhCAoBOlEzFzwiYDY2Rg8dUTItRS8YA%2F7FARkoNh8jOBseIEwyPVIcMmUvPlGOmAgXJh4oSB0CMzs4M0kHhCokJyQTNRwZCBYeJwEYFik3MDA3IDxVNBwSJj4sGBcRORQeNyQtLkhCUFURFywiFSAUZEtQU0gAAAD%2F%2FwAu%2FysBsAHyAiYAIAAAAAcA7QEQAAD%2F%2FwAu%2F%2FQBygLKAiYAIgAAAAcA4AEJAAD%2F%2FwAu%2F%2FQBygLKAiYAIgAAAAcA4gEJAAD%2F%2FwAu%2F%2FQBygLKAiYAIgAAAAcA5AEJAAD%2F%2FwAu%2F%2FQBygKuAiYAIgAAAAcA6QEJAAD%2F%2FwAMAAAAvALKAiYAZwAAAAYA4HsAAAD%2F%2FwA6AAAA6gLKAiYAZwAAAAYA4nsAAAD%2F%2F%2F%2F6AAAA%2FALKAiYAZwAAAAYA5HsAAAD%2F%2F%2F%2F0AAABAgKuAiYAZwAAAAYA6XsAAAAAAQBSAAAApAHmAAMAJQC4AABFWLgAAC8buQAAAAg%2BWbgAAEVYuAACLxu5AAIABD5ZMDETMxEjUlJSAeb%2BGgAA%2F%2F8AUgAAAdcCrQImACsAAAAHAOYBJAAA%2F%2F8ALv%2F0AfACygImACwAAAAHAOABDwAA%2F%2F8ALv%2F0AfACygImACwAAAAHAOIBDwAA%2F%2F8ALv%2F0AfACygImACwAAAAHAOQBDwAA%2F%2F8ALv%2F0AfACrQImACwAAAAHAOYBDwAA%2F%2F8ALv%2F0AfACrgImACwAAAAHAOkBDwAAAAMALv%2FpAfAB%2FQAJABMALgBJALgAAEVYuAApLxu5ACkACD5ZuAAARVi4ABwvG7kAHAAEPlm6AAAAHAApERI5uQACAAH0ugAKACkAHBESObgAKRC5AAwAAfQwMTcWMzI%2BAjU0LwEmIyIOAhUUFwEeARUUDgIjIicHJzcuATU0PgIzMhYXNxeyJzYfNScVGBslOB81JhYXASQZHSU%2BUS1PPDElNhkdJT5RLSZIHTIkXScbMUQpQy8nKBsxRSlDLgEaIFc2PF9BIjE8HUEgVTY9X0IiGRk9HQAAAAMALv%2F0AyEB8gATADwAQwBxALgAAEVYuAAZLxu5ABkACD5ZuAAARVi4ADgvG7kAOAAEPlm5AAUAAfS4ABkQuQAPAAH0uAAZELgAH9C4ADgQuAAz0LoAJgAfADMREjm4ACYvuAAzELkALAAB9LgAHxC5AEAAAfS4ACYQuQBDAAH0MDE3FB4CMzI%2BAjU0LgIjIg4CBzQ%2BAjMyFhc%2BATMyHgIVFAchHgMzMjY3Fw4BIyImJwYjIi4CJTQmIyIGB4IUJDIeHjIkFBQkMh4eMiQUVCQ8UCw4XhocWTYtRjAZA%2F7BARkpNx8jOhseIE4yOV4cOXosTzwjAqs%2BODNKB%2FIqRDEbGzFEKipFMhsbMkUqPV9CIj48OUEgPFU0HBImPiwYFxE5FB5AOXkiQV9gS1BTSAABAFL%2F9AIjAtIANwBkALgAAEVYuAADLxu5AAMAEj5ZuAAARVi4ADcvG7kANwAEPlm4AABFWLgAGS8buQAZAAQ%2BWboADQAZAAMREjm5ACAAAfS6ACMAGQADERI5ugAvABkAAxESObgAAxC5ADIAAfQwMRM0NjMyHgIVFA4CFRQeBBUUDgIjIiYnNx4BMzI2NTQuBDU0PgI1NCYjIgYVESNSZl4nPSoVHCMcHSwzLB0WKjslKkQfIRozHSoqHSwzLB0bIRwpKjY7UgIDXnEXKDUeJjUsKRoYIBkaJDYoIDYoFxoXOhYVMCAdJhwZIC0jIjAsLiAmMU1O%2FgwAAP%2F%2FAEv%2F9AHOAsoCJgAyAAAABwDgARAAAP%2F%2FAEv%2F9AHOAsoCJgAyAAAABwDiARAAAP%2F%2FAEv%2F9AHOAsoCJgAyAAAABwDkARAAAP%2F%2FAEv%2F9AHOAq4CJgAyAAAABwDpARAAAP%2F%2FAAz%2FLwHHAsoCJgA2AAAABwDiAPIAAP%2F%2FAAz%2FLwHHAq4CJgA2AAAABwDpAPIAAAACADX%2F9AHlAtoAFAA4AFkAuAAARVi4ADMvG7kAMwASPlm4AABFWLgAHS8buQAdAAQ%2BWbsAJwABAAsABCu6ADAALQADK7gAHRC5AAAAAfS4AC0QuAAV0LgAMBC4ADPcuAAwELgANtAwMSUyPgI1NCYnLgEjIg4CFRQeAhMeARUUDgIjIi4CNTQ%2BAjMyFhcuAScHJzcmJzceARc3FwEPIjIiEQEBIUIiITQkExYnMms8TB85TzEqTjwkIDdLLCZGGg43Jo0YfzQ8JiRGII4YOB00SSwOHA0sHhgsOyImPSsYAiU9qHc8Y0cnID1XNjNTOyAgIj5cJkkpQSggNBQsG0kpAAAAAAIAUv8zAfsCyAAWACcAVwC4AABFWLgACC8buQAIAAg%2BWbgAAEVYuAACLxu5AAIAEj5ZuAAARVi4AAEvG7kAAQAGPlm4AABFWLgAEi8buQASAAQ%2BWbkAGgAB9LgACBC5ACQAAfQwMRcjETMVBz4BMzIeAhUUDgIjIiYnFzUeATMyPgI1NC4CIyIGB6RSUgEgTCgwSTIZIjpMKiNCIQEhPhgeMyUVDh8xIh8%2FJM0DlcJTGiUjQVs5PmFEIxwaU5UcFxsxSC0oQi8aIiAAAAEAHgAAAlsC1AAoAHwAuAAARVi4ABIvG7kAEgAIPlm4AABFWLgAJS8buQAlABI%2BWbgAAEVYuAAOLxu5AA4ABD5ZuAAlELkAAgAB9LgAEhC4ACHQuAAG0LgAEhC5AA8AAfS4AAvQuAAH0LgADhC4AArQuAASELgAEdC4ACUQuAAW0LkAHAAB9DAxASYjIh0BMxUjESMRIxEjESM1NzU0NjMyFhcHJiMiBh0BMzU0NjMyFhcCSh0aRWdnUspSQkJLTBgvEhEeIyQoykVJFykRAoUMXk1D%2Fl0Bo%2F5dAaM%2BBUBMWAoIPg0zMD5NS1YJBwAAAAEAHv%2F0AkUC1AArAIkAuAAARVi4ABAvG7kAEAAIPlm4AABFWLgAFC8buQAUABI%2BWbgAAEVYuAAMLxu5AAwABD5ZuAAARVi4AAMvG7kAAwAEPlm4ABAQuQANAAH0uAAJ0LgAEBC4AA%2FQuAAPL7gAFBC5ABoAAfS4ABAQuAAe0LgAItC4AAkQuAAj0LgAAxC5ACgAAfQwMSUOASMiLgI1ESMRIxEjNTc1NDYzMhYXByYjIh0BMzczFTMVIxEUFjMyNjcCRRQvFyc1IQ6uUkJCRUkXKRESGxxEsgpEhIQiKg0eDAYHCxgqPCQBDf5dAaM%2BBU1LVgkHPwxeTYiIQ%2F7yLTEIBQAAAwAg%2F%2FQCUgKcAA0AGwBJAIwAuAAARVi4ADQvG7kANAAQPlm4AABFWLgAIi8buQAiAAQ%2BWbgAAEVYuAAcLxu5ABwABD5ZugA%2FAB8AAyu4ACIQuQAFAAH0ugAIAB8APxESOboACwAiADQREjm4AAsvuAAR3LgANBC5ABkAAfS6ACwACwARERI5ugA8AAsAERESOboARgAfAD8REjkwMTcUHgIzMjY3LgEnDgETFBYXPgM1NCYjIgYBLgEnDgEjIi4CNTQ%2BAjcuATU0PgIzMhYVFA4CBx4BFz4BNzMOAQceARdwFCMvGyI%2BHTBZIyMvTREOFikfEh0hJSwBfyNMKCZdOi1JNR0VJC8ZFBcWKDgiPUQaKjUbIFcvHi8PTRQ4JyI%2BG68bLSARHBkqZDUcPQEtGzoeDx8hJRYdKzb9yQolHCIpGzBDKCE2LicRKU0kITgqGEg6IDYvKRQzXicpYDlBdjQXIAgAAAAAAgAs%2F%2FQBxQKKAAsAHQA1ALgAAEVYuAAGLxu5AAYADj5ZuAAARVi4AAAvG7kAAAAEPlm5AAwAAfS4AAYQuQAWAAH0MDEXIiY1NDYzMhYVFAYnMj4CNTQuAiMiDgIVFBb5YWxsYWBsbGAcLSESEiEtHBwuIRJFDKyhoaiooaGsQh9BZUZGZD8eHj9kRox%2FAAAAAQBPAAABtwJ%2BAAwAQwC4AABFWLgABy8buQAHAA4%2BWbgAAEVYuAAMLxu5AAwABD5ZuQABAAH0uAAHELkABAAB9LkAAgAB9LgAARC4AAnQMDE3MxEjNT4BNzMRMxUhT5J0LEEaP4T%2BmEQB1jUIFxD9xkQAAAABACQAAAHEAooAHQA9ALgAAEVYuAAPLxu5AA8ADj5ZuAAARVi4ABwvG7kAHAAEPlm5ABoAAfS4ABfQuAAA0LgADxC5AAgAAfQwMTc%2BAzU0JiMiBgcnPgEzMhYVFA4CBz4BOwEVIShIcEwoPD0oRBwvKFo%2FWWYnRV85GjgZuf5kMUh0Y1MnN0YtIC8sNWdVLVthaTsCBEcAAAEAGv%2F0Ab4CigAzAFMAuAAARVi4ABsvG7kAGwAOPlm4AABFWLgALi8buQAuAAQ%2BWbkAAwAB9LoACwAbAC4REjm4AAsvuQAMAAH0uAAbELkAFAAB9LoAJAAMAAsREjkwMTceATMyNjU0LgIjNTI%2BAjU0JiMiBgcnPgEzMh4CFRQGBxUeAxUUDgIjIi4CJ0QdTTk6ShUwTjkzRSsSOzMoQx0sJVk5KkYzHEA0HTImFSE5TCwmPzQpEIQeLj82HC8iEj8SICwZLzYkHTQjLRYpPCc6ShQEBxspNiEqRC8ZDxkgEgAAAAIAEQAAAdUCfgAJABQAVwC4AABFWLgAEi8buQASAA4%2BWbgAAEVYuAANLxu5AA0ABD5ZuwAOAAEAAAAEK7gAEhC4AATcuAAAELgACdC4AA4QuAAL0LgACRC4ABDQuAAAELgAE9AwMSU1NDY3Iw4BDwEFIxUjNSE1ATMRMwEwAwIEDBoOlQFtV07%2B4QERXFfyuRpHGhcsF9pCsLA2AZj%2BdAABABn%2F9AHBAn4AJgBHALgAAEVYuAAQLxu5ABAADj5ZuAAARVi4ACEvG7kAIQAEPlm5AAMAAfS6ABcAEAAhERI5uAAXL7gAC9y4ABAQuQASAAH0MDE3HgEzMj4CNTQmIyIGBycTIRUjBz4BMzIeAhUUDgIjIi4CJ0EcTTgdMyYWSj4hLx0sFQE%2F9xEXLh0pSDYfJDxNKiY%2FMykQgR0sFSY2IUJKFBMcATNHvQwOGDFLNDRQNx0PGB8RAAAAAAIAMP%2F0AckCigANAC4AQwC4AABFWLgAKy8buQArAA4%2BWbgAAEVYuAAhLxu5ACEABD5ZuwAZAAEACAAEK7gAIRC5AAAAAfS4ACsQuQARAAH0MDElMj4CNTQmIyIGBx4BEy4BIyIOAgc%2BATMyFhUUDgIjIi4CNTQ%2BAjMyFhcBDBgoHhE6PB5HIAhHwBQ3HiE8LhwBHlAnU2MeNEQnL1A7IihEVzA0Sxs1FCUzID9IJy1eYQHeFxscQGdMJStiYy5LNh4mTXNNYIdVJycdAAEALAAAAccCfgAPADMAuAAARVi4AAcvG7kABwAOPlm4AABFWLgAAC8buQAAAAQ%2BWbgABxC5AAUAAfS4AAnQMDEzPgM3ITUhFQ4DByOxBBgrQy%2F%2BwgGbOUcqEwRVWpaHfkJHM0iEiZldAAAAAAMAKf%2F0AcgCigAPAB0ARQBXALgAAEVYuAAsLxu5ACwADj5ZuAAARVi4AEEvG7kAQQAEPlm5AAUAAfS6AA0AQQAsERI5uAANL7gAENC4ACwQuQAWAAH0uAANELgAI9y4ABAQuAA23DAxNxQeAjMyNjU0LgInDgE3PgE1NCYjIgYVFB4CBzQ%2BAjc1LgE1ND4CMzIeAhUUDgIHFR4DFRQOAiMiLgJzFSUyHThFHDA%2FIiYztCAjOjUtOhgpNeEVISsXIzYcMEInKkIvGREZHw8VKB8THjZMLi1NNyCrGywhEj4yHywhGw4aRYUdQCMwQTgvHSkgGcQfNSshDAQZRzMlPCsYGS0%2FJRkuKCALBAwfJzIgJD4uGhovQAACACj%2F9AHAAooADQAuAEMAuAAARVi4ACEvG7kAIQAOPlm4AABFWLgAKy8buQArAAQ%2BWbsAAAABABkABCu4ACEQuQAGAAH0uAArELkAEQAB9DAxEzI2Ny4BIyIOAhUUFgceATMyPgI3DgEjIiY1ND4CMzIeAhUUDgIjIiYn6x9HIAhIPRcpHhE6ThQ3HiI8LhwBHlAoU2IeM0UmL1E7IShEVzAzTRoBNicuXmAUJTQfP0jLFxwcQWhNJixiYy5LNh4mTXNNYIdVJyYdAAABAEH%2F9AC4AHIACwAYALgAAEVYuAAJLxu5AAkABD5ZuAAD3DAxNzQ2MzIWFRQGIyImQSMZGCMjGBkjMh0jIx0bIyMAAAEAL%2F9WAMYAcgARABgAuAAARVi4AAUvG7kABQAEPlm4AAvcMDEXPgE1BiMiJjU0NjMyFhUUBgcvKjADBxgjJBkgJUY9ehM%2BKQEdHBsfNC1BYBoA%2F%2F8AQf%2F0ALgB2wInAIYAAAFpAAYAhgAA%2F%2F8AL%2F9WAMYB2wInAIYAAAFpAAYAhwAAAAIAVf%2F0AMwCngAFABEAGgC4AABFWLgADy8buQAPAAQ%2BWbkACQAB9DAxEyczBwMjBzQ2MzIWFRQGIyImaQJTAgs5HyMZGCMjGBkjAkBeXv6GlB0jIx0bIyMAAAAAAgBV%2F0gAzAHyAAUAEQAaALgAAEVYuAAPLxu5AA8ACD5ZuQAJAAH0MDEfASM3EzM3FAYjIiY1NDYzMha4AlMCCzkfIxgZIyMZGCNaXl4BepQdIyMdGyMjAAIAJv%2F0AXkCqgAbACcAKAC4AABFWLgAJS8buQAlAAQ%2BWbsAEQABAAoABCu4ACUQuQAfAAH0MDE3Jj4ENTQmIyIGByc%2BATMyFhUUDgQXBzQ2MzIWFRQGIyImoAYRHiciFzEwITsXLyBSNk5dGCMnIRIEXSIZGSMjGRkixic%2FNS4tLhsoOR8bKyQvVUshNjAvMjkjlB0jIx0bIyMAAAIAMP88AYMB8gAbACcAKAC4AABFWLgAJS8buQAlAAg%2BWbsACgABABEABCu4ACUQuQAfAAH0MDEBFg4EFRQWMzI2NxcOASMiJjU0PgQnNxQGIyImNTQ2MzIWAQkFEB4nIhcwMSE6FzAgUjZOXRgjJyASBF4jGBkjIxkYIwEgJz81Li0vGig4HhsrIzBVSyE2MC8yOSOUHSMjHRsjIwAAAAABAFABrwCoArIABQALALoAAgAEAAMrMDETJzMPASNTA1gDEDICVlxcpwAA%2F%2F8AUAGvAVgCsgAmAI4AAAAHAI4AsAAAAAEAOQGsALsCuAARAA0AuwAFAAEACwAEKzAxEw4BFTYzMhYVFAYjIiY1NDY3uyYmAwYUIR4XHiE2NAKRGTgrARoZGh0uLDxYHgAAAAABAD8BrwDBArsAEQANALsACwABAAUABCswMRM%2BATUGIyImNTQ2MzIWFRQGBz8mJQMFFSAeFx0iNzQB1Rk4LAEaGBoeLyw8Vx4AAAD%2F%2FwA5AawBawK4ACYAkAAAAAcAkACwAAD%2F%2FwA%2FAa8BcQK7ACYAkQAAAAcAkQCwAAD%2F%2FwA%2F%2F3AAwQB8AgcAkQAA%2FcEAAP%2F%2FAD%2F%2FcAFxAHwAJwCRAAD9wQAHAJEAsP3BAAAAAQAtAEIA2QG2AAYACwC6AAIABgADKzAxNzU3FwcXBy2IJHZ2JN0%2Bmx6cnhwAAAAAAQA2AEIA4gG2AAYACwC6AAIABQADKzAxNyc3FxUHJ6x2I4mJI%2FycHps%2BmxwAAAD%2F%2FwAtAEIBdwG2ACYAlgAAAAcAlgCeAAD%2F%2FwA2AEIBgAG2ACYAlwAAAAcAlwCeAAAAAQApANsBDwEaAAMADQC7AAEAAQACAAQrMDETMxUjKebmARo%2FAAAA%2F%2F8AKQDbAQ8BGgIGAJoAAAABACkA3wG3ARgAAwANALsAAQABAAIABCswMRMhFSEpAY7%2BcgEYOQAAAQApAN8C9wEYAAMADQC7AAEAAQACAAQrMDETIRUhKQLO%2FTIBGDkA%2F%2F8AQQEDALgBgQIHAIYAAAEPAAAAAQAoAI8BCAGAABMACwC6AAoAAAADKzAxNyIuAjU0PgIzMh4CFRQOApgXKB8SEh8oFxYpHxISHymPESAsGxstHxISHy0bGywgEQAAAAEADP%2BCAej%2FuQADAA0AuwAAAAEAAQAEKzAxBRUhNQHo%2FiRHNzcAAAABAFL%2FUAEJAtwADgALALoABgAAAAMrMDEXLgE1NDY3Fw4BFRQWFwfWPkZGPjM6OTk6M7Bk3oSE3WUYYNtzc9tgGAAAAAEAJv9QAN0C3AAOAAsAugAHAA0AAyswMRc%2BATU0Jic3HgEVFAYHJyY6OTk6Mz5GRj4zmGDbc3PbYBhl3YSE3mQYAAAAAQBe%2F2gBEQLEAAcAFwC7AAUAAQAGAAQruwABAAEAAgAEKzAxEzMVIxEzFSNes3V1swLEL%2F0CLwABAB%2F%2FaADRAsQABwAXALsAAAABAAUABCu7AAQAAQABAAQrMDEXESM1MxEjNZN0srJpAv4v%2FKQvAAEAIv9oARECxAAxACsAuwAAAAEAAQAEK7sAHAABAB0ABCu7ABAAAQAPAAQrugAoAA8AEBESOTAxBRUjIiY1ND4CNTQuAiM1Mj4CNTQmNTQ2OwEVIyIGFRQWFRQGBxUeARUUBhUUFjMBES07OgMDAwgTIhkZIhMICTo7LRspGwYcICAcBhspaS84TRsxLi4ZDxsWDjQOFRwOM1g3TTgvKjEuVDMxMwkECTQwM1QuMSoAAQAf%2F2gBDQLEADMAKwC7AAAAAQAxAAQruwAWAAEAEwAEK7sAIQABACIABCu6AAoAIgAhERI5MDEXMjY1NCY1NDY3NS4BNTQ2NTQmKwE1MzIeAhUUBhUUFhcVIg4CFRQeAhUUDgIrATU5KRsFGyAgGwUbKRosHiwdDgkkMhkhFAgDAwMOHSweLGkqMS5UMzA0CQQJMzEzVC4xKi8NHjMnN1gzHS8BNA4WGw8ZLi4xGyczHg0vAAAAAAEACv9gAVECxgADABgAuAAARVi4AAAvG7kAAAASPlm4AALcMDEBMwEjARU8%2FvU8Asb8mgABAFz%2FBgCWAu4AAwALALoAAQACAAMrMDETMxEjXDo6Au78GAABAA7%2FYAFUAsYAAwAYALgAAEVYuAAALxu5AAAAEj5ZuAAC3DAxEzMBIw47AQs7Asb8mgAAAgBc%2FwYAlgLuAAMABwALALoAAQAFAAMrMDETMxEjFxEjEVw6Ojo6Au7%2BNU3%2BMAHQAAAAAAEAOgGkAWgCyAAOABQAuAAARVi4AAUvG7kABQASPlkwMRM3JzcXNzMXNxcHFwcnB2I5YQ9mCTEJZw9hOCdHRwHBXiguGWxrGC4oXh1WVgAAAgAt%2F8ABxAKsAA8ARwAXALsALwABACgABCu7AEQAAQATAAQrMDElPgE1NC4CJw4BFRQeAhMuASMiBhUUHgQVFAYHHgEVFA4CIyImJzceATMyNjU0LgQ1NDY3LgE1ND4CMzIWFwFAHR8oPEcfHSAoPUdMGDYhKiUpPkc%2BKS8mDhAYKzsjNlgfMhk6KCgtKT1IPSkwJg8REyc4JjBNHcEOJiEiLCEcEhAoHyErIB0BaxQaJRobJB4eKz0uMDsWEScaHjIkFSYhLRgcKB0cJh4dKj0uLEAVECgaGi8kFSIXAAACACn%2FsAHQApAAAwAQACUAuAAARVi4AAAvG7kAAAAQPlm4AABFWLgADi8buQAOABA%2BWTAxATMRIwMiLgI1ND4COwERAXxUVFc2XUMmJEFYNCwCkP0gATIZNVI5O1EzFv5SAAAAAwAx%2F%2FUCtwKNABMAJwBFADMAuwA6AAEAQQAEK7sALQABADQABCu4AC0QuAAj3LkABQAB9LgAQRC4ABncuQAPAAH0MDETND4CMzIeAhUUDgIjIi4CNxQeAjMyPgI1NC4CIyIOAhc0PgIzMhYXBy4BIyIGFRQWMzI2NxcOASMiLgIxNFh2QUF1WTQ0WXVBQXZYNC8sS2Q5OWRLLCxLZDk5ZEssZh8zQyQqOxgjFCkaN0NBNiAwFh4cPi0mQjIcAUNMelYuLlZ6TE17Vy8vV3tNQmtNKipNa0JBa0wpKUxrQStGMhohGCcUFUs7Qk0ZEyoYIRszSQAAAAAEABcBPwGQAskAEwAnADUAPQBXALgANC%2B4ACkvuAA0ELgAFNy5AAAAAfS4ACkQuAAe3LkACgAB9LoAMgA0ACkREjm4ADIvuQA2AAH0ugAvADYAMhESObgANBC4ADHQuAApELkAOwAB9DAxEyIuAjU0PgIzMh4CFRQOAicyPgI1NC4CIyIOAhUUHgIDMzIWFRQGBxcjJyMVIzcyNTQmKwEV0ydEMx4eM0QnJ0UzHh4zRScfNygXFyg3HyA2JxcXJzYoTCAuFBEuLiMpKUMrEhccAT8dNEgsLEg0HR00SCwsSDQdJRcqOyQjOysYGCs7IyQ7KhcBCB0kEh8GU0ZGZiIPEkMAAAIAM%2F9lAxwChgBFAFQAPwC7ADsAAQBBAAQruwAnAAEADwAEK7sASQABABYABCu7AB4AAQBQAAQruwAFAAEAMQAEK7oAIgBQAB4REjkwMTc0PgIzMh4CFRQOAiMiJicjDgEjIiY1ND4CMzIWFzM3MwcGMzI%2BAjU0LgIjIg4CFRQeAjMyNjcXBiMiLgIlFBYzMjY%2FAS4BIyIOAjNDc5dUTHlVLiU6RyIpOQUCGUAhM0UbMkcsGigOAgs3Jx5UGC8nGCNGaERDfmI7LVBtQC5SIhZVaUqAXzcBCCgeFS0aHQ4eFB4vIRHLZKR0PzBXekpCY0MiJiYdJ0hFKFNDKhcZKMh1HDVNMTxnSio3ZI5YSXJOKRkUMTMuW4ZXMCocH58XEyAyPAACACMAAAHTAooAGwAfAJsAuAAARVi4AAgvG7kACAAOPlm4AABFWLgADC8buQAMAA4%2BWbgAAEVYuAAWLxu5ABYABD5ZuAAARVi4ABovG7kAGgAEPlm7AAMAAQAAAAQruwAHAAEABAAEK7gABxC4AArQuAAHELgADtC4AAQQuAAQ0LgAAxC4ABLQuAAAELgAFNC4AAAQuAAY0LgAAxC4ABzQuAAEELgAHdAwMTcjNTM3IzUzNzMHMzczBzMVIwczFSMHIzcjByMTNyMHc1BXElVcFzUXhRg1GFFXElVcGTUYhBk22hKEEsw5lDq3t7e3OpQ5zMzMAQWUlAAAAP%2F%2FAFcBuADsAz4CBwC3AAABuAAA%2F%2F8AKAG4AUADSgIHALgAAAG4AAD%2F%2FwAjAawBPwNKAgcAuQAAAbgAAP%2F%2FACoBuAFQAz4CBwC6AAABuAAAAAIAI%2F%2F0AU0BkgALABcAKAC4AAYvuAAARVi4AAAvG7kAAAAEPlm5AAwAAfS4AAYQuQASAAH0MDEXIiY1NDYzMhYVFAYnMjY1NCYjIgYVFBa4RFFRRENSUkMmMDAmJzAwDGxkY2trY2RsM09OTk1NTk5PAAAAAQBXAAAA7AGGAAgAIgC4AAYvuAAARVi4AAgvG7kACAAEPlm4AAYQuQAAAAH0MDETIzU%2BATczESOsVSEsFDRAATQqBhMP%2FnoAAQAoAAABQAGSABoALAC4AA8vuAAARVi4ABkvG7kAGQAEPlm5ABcAAfS4AADQuAAPELkACAAB9DAxNz4DNTQmIyIGByc%2BATMyFhUUDgIHMxUhNC1GLhgoIxkqESYXQyg7RxYnNR%2Bl%2FvQlKUE2LxYmLCEYIyIqQD4cNDU4IDcAAAABACP%2F9AE%2FAZIAKgA%2BALgAFy%2B4AABFWLgAJy8buQAnAAQ%2BWboACgAJAAMruAAnELkAAwAB9LgAFxC5ABAAAfS6AB8ACQAKERI5MDE3HgEzMjY1NCYjNTI2NTQmIyIGByc%2BATMyHgIVFAYHHgEVFA4CIyImJ04SMh8gLkA5MzcnIBYoEScaPSkZLSIUJh4hMxYmMxwwShdhGx8kIiIjKSgeHCIbFCIdIw4bJxkjLw4IMScbKx8QKyEAAgAqAAABUAGGAAUAEABMALgADi%2B4AABFWLgACS8buQAJAAQ%2BWbsAAAABAAoABCu4AA4QuQACAAH0uAAAELgABdC4AAoQuAAH0LgABRC4AAzQuAAAELgAD9AwMTc1NyMPARcjFSM1IzU3MxUz3AQEMj3jOjqypEg6lkZtUWIuaGgh%2FfD%2F%2FwAlAQIBKgJUAgYAvQAA%2F%2F8AHgECAU4CVAIGAL4AAAACACUBAgEqAlQAGQAiADsAuAAAL7gAEC%2B7AAYAAQAdAAQruAAQELkACQAB9LgAABC4ABXQuAAAELkAGgAB9LoAFwAAABoREjkwMRMiJjU0NjcuASMiBgcnPgEzMhYdASMnIw4BJzI3NQ4BFRQWiC02X2gBGiMaNxQXGUUnPDcyBwQUMg0nK009HgECNCs1NwogKhUNKhAbRkDEJRIbMihVCSYcGhgAAAACAB4BAgFOAlQAEwAfABsAuAAKL7gAAC%2B5ABQAAfS4AAoQuQAaAAH0MDETIi4CNTQ%2BAjMyHgIVFA4CJzI2NTQmIyIGFRQWth83KhgYKjcfHzcqGBgqNx8qLi4qKi8vAQIXKz8oKD8rFxcrPygoPysXM0E1NkBANjVBAAAAAgApAa0BIwKtABMAHwAXALsAFAABAAAABCu7AAoAAQAaAAQrMDETIi4CNTQ%2BAjMyHgIVFA4CJzI2NTQmIyIGFRQWphktIxQUIy0ZGS0jFBQjLRkhKiohISoqAa0SIS8dHi8iEhIiLx4dLyESLi4jJS4uJSMuAAAAAgAaAGcB1wItACEANQAoALgAAEVYuAAMLxu5AAwACj5ZuwAnAAEAHgAEK7gADBC5ADEAAfQwMT8BLgE1NDY3JzcXNjMyFhc3FwceARUUBgcXBycOASMiJwc3FB4CMzI%2BAjU0LgIjIg4CGkARExMRQCxEMD8dOhdELEERFBQRQSxEFzodQC9EPBMgLBgYKyATEyArGBgsIBOUQRc6IyM7F0ItRiUTEkYtQhc7IyM6F0EtRRMTJkXiHjEkExMkMR4eMSQTEyQxAAABADT%2FkgG1AuwALQBdALgAAEVYuAAnLxu5ACcADj5ZuAAARVi4ABMvG7kAEwAEPlm4ACcQuQADAAH0ugAGABMAJxESObgAExC4ABDQuAATELkAGgAB9LoAHQAnABMREjm4ACcQuAAq0DAxAS4BIyIGFRQeBBUUBgcVIzUuASc3HgEzMjY1NC4ENTQ2NzUzFR4BFwF8HDUpLjYpPkk%2BKVNIPDBaICYgTS44Nyk%2BST4pT0I8MEMbAgwbHjQsJC4jIS9FNkhcCmVjBSsdORwnOC8oNSciLD8xQ1kLZGMFKh0AAAEANQAAAcUCigAsAFkAuAAARVi4ABUvG7kAFQAOPlm4AABFWLgAAi8buQACAAQ%2BWbkAAAAB9LoAJAAVAAIREjm4ACQvuAAK0LgAJBC5ACMAAfS4AAvQuAALL7gAFRC5ABwAAfQwMSUVITU%2BATU0JicjNTczLgE1ND4CMzIWFwcuASMiBhUUFhczFSMeARUUBgcVAcX%2BcTM3BANkQxIKERsxRCo2SxowEzAiNjkPCZ%2BSAgMgHkdHMhxfOQ4bDjQEID0gKkQwGisgLxceQTQgOyA4DhsPNUYfBAAAAAABABcAAAHaAn4AHQCEALgAAEVYuAAdLxu5AB0ADj5ZuAAARVi4AAkvG7kACQAOPlm4AABFWLgAFC8buQAUAAQ%2BWboABAAdABQREjm6ABkAHQAUERI5uAAZL7kADAAB9LgAGRC4AA3QuAAZELgAGNC4ABgvuAAQ0LgAGBC5ABUAAfS4ABHQuAAZELkAGwAB9DAxExceARczPgE%2FATMDMxUjFTMVIxUjNSM1MzUjNTMDbU4PHRAEER0PTlSkjqOjo1KioqKNowJ%2BqyFDIyNDIav%2BwC9BMJ6eMEEvAUAAAQAX%2F%2FQB6wKKADUAbQC4AABFWLgAGS8buQAZAA4%2BWbgAAEVYuAADLxu5AAMABD5ZuwAtAAEALgAEK7gALhC4AAnQuAAtELgACtC4AC0QuAAl3LgAEtC4ACUQuQAkAAH0uAAT0LgAGRC5ACAAAfS4AAMQuQAyAAH0MDElDgEjIi4CJyM1NyY0NTwBNyM1Nz4DMzIWFwcuASMiBgczFSEGFBUcARczFSMeATMyNjcB6yFUNy1NPCkJQDsBATtACSo%2FUzEtThoxFTIgQlEM%2Fv7%2BAQHa1Q1NPiU3GlEsMSFAWzsrBAkSCQgQCCwFO11BIi0hLxohYlcxBw4IChMJMFVgJCMAAAACAD3%2F3wHGAo0ABgAlADcAuwAiAAEACgAEK7sAGgABACEABCu4ACEQuAAA0LgAIhC4AAbQuAAKELgADdC4ABoQuAAX0DAxAQ4BFRQWHwEOAQcVIzUuAzU0PgI3NTMVHgEXBy4BJxE%2BATcBBjdAPjnAHUgnNC1KNR0fNkoqNCxAFygULRogNBQB3Q1YQkNYDQkaIgNnaAUlPFQ1NFI8JQZqZwIiFjQSFgL%2BqAIbEgAAAAH%2FWf%2F0APsCnAADABgAuAAARVi4AAAvG7kAAAAEPlm4AAHcMDEHATMBpwFqOP6WDAKo%2FVgAAAD%2F%2F%2F9Z%2F%2FQA%2BwKcAgYAxgAA%2F%2F8AI%2F%2F0AxYCnAAnALYAAAEKACcAxgFxAAAABwC2AckAAAAA%2F%2F8AQP%2F0Au0CnAAnALf%2F6QEKACcAxgFbAAAABwC6AZ0AAAAA%2F%2F8AQP%2F0AvkCnAAnALf%2F6QEKACcAxgFGAAAABwC4AbkAAAAA%2F%2F8AI%2F%2F0AvwCnAAnALkAAAEKACcAxgGAAAAABwC6AawAAAAAAAEAIgBoAc8CLAALAB0AuwADAAEAAAAEK7gAAxC4AAbQuAAAELgACNAwMRMjNTM1MxUzFSMVI9i2tkG2tkEBKz7Dwz7DAAAAAAEAIgErAc8BaQADAA0AuwABAAEAAgAEKzAxEyEVISIBrf5TAWk%2BAAABADIAfgG%2FAhUACwALALoABQAJAAMrMDE%2FASc3FzcXBxcHJwcym5ssm5osm5ssmpurn54tn58tnp8toKAAAAAAAwAiAGABzwIzAAsAFwAbACEAuwAPAAEAFQAEK7sABgABAAAABCu7ABkAAQAaAAQrMDETIiY1NDYzMhYVFAYDNDYzMhYVFAYjIiYnIRUh%2BRcgIBcXHx9OIBcXHx8XFyCgAa3%2BUwHIHhgXHh4XGB7%2BzhceHhcYHh7rPgAA%2F%2F8AIgDBAc8B1AImAM0AawAGAM0AlgAAAAEAIgCDAc8CFQAJABUAugABAAgAAyu6AAUACAABERI5MDETJRUPARUfARUlIgGt04aG0%2F5TAW2oR04yBDJOR6gAAAAAAQAiAIMBzwIVAAkAFQC6AAgAAQADK7oABQABAAgREjkwMQEFNT8BNS8BNQUBz%2F5T04aG0wGtASuoR04yBDJOR6gAAAACACIAAAHPAiwACwAPADgAuAAARVi4AA4vG7kADgAEPlm7AAMAAQAAAAQruAADELgABtC4AAAQuAAI0LgADhC5AAwAAfQwMRMjNTM1MxUzFSMVIwchFSHYtrZBtrZBtgGt%2FlMBMD6%2Bvj6xQT4AAAAAAQA8ARwBtQKeAAkAGgC4AABFWLgAAC8buQAAABA%2BWbkABQAB9DAxEzMTIy8BIw8BI9RJmEhBMQQyQUgCnv5%2BsIWFsAABACQBAQHNAZMAFwAnALsACAABAA8ABCu4AA8QuAAU3LkAAwAB9LgAC9C4AA8QuAAX0DAxEz4BMzIeAjMyNjcXDgEjIi4CIyIGByQbQiAeLykmFRYmES4bQiAeLykmFRYmEQE5MCoaIBodICIwKRogGh0gAAEAIgBoAc8BaQAFAA0AuwABAAEABAAEKzAxEyERIzUhIgGtQv6VAWn%2B%2F8MAAQBS%2FzgB1AHmABcAJAC4AABFWLgAES8buQARAAQ%2BWbkABQAB9LoAFAARAAUREjkwMRMzERQWMzI2NxEzESMnIw4BIyImJxcVI1JSLDAmOSNSRAcCHUUqHS4RBVIB5v7XRT0nKwFZ%2FhpMJy0RGlqR%2F%2F8AoAI9AVACygAHAOABDwAAAAD%2F%2FwDOAj0BfgLKAAcA4gEPAAAAAP%2F%2FAI4CPQGQAsoABwDkAQ8AAAAA%2F%2F8AhAJDAZoCrQAHAOYBDwAAAAD%2F%2FwCIAkwBlgKuAAcA6QEPAAAAAP%2F%2FAJQCWQGKApIABwDoAQ8AAAAA%2F%2F8AsgIeAWwC1wAHAOsBDwAAAAD%2F%2FwDA%2FysBWQADAAcA7QEVAAAAAAAB%2F5ECPQBBAsoAAwAYALgAAEVYuAADLxu5AAMADD5ZuAAB3DAxAzMXI29WWj8Cyo0AAAAAAf99AsIAMwMyAAMACwC6AAEAAwADKzAxAzMXI4NeWEUDMnAAAf%2B%2FAj0AbwLKAAMAGAC4AABFWLgAAC8buQAAAAw%2BWbgAAtwwMQMjNzMCP1pWAj2NAAAAAAH%2FzQLCAIMDMgADAAsAugACAAAAAyswMRMjNzMSRVheAsJwAAH%2FfwI9AIECygAHADcAuAAARVi4AAYvG7kABgAMPlm4AABFWLgAAy8buQADAAw%2BWbgABhC4AADcugAFAAAABhESOTAxAzMXIycjByMiRF88QwRDPALKjVtbAAAAAf94AsIAiAMyAAcAFwC6AAYAAQADK7gABhC4AAfcuAAD0DAxAzczFyMnIweIYFBgQ0MEQwLCcHBERAAAAf91AkMAiwKtABYAQQC4AABFWLgAAC8buQAAAAw%2BWbgAAEVYuAAOLxu5AA4ADD5ZuwATAAEAAwAEK7gADhC5AAgAAfS4AAMQuAAL0DAxAz4BMzIeAjMyNzMOASMiLgIjIgcjiwQoJRMgGxgMHAkuBCglEx8bGA0cCS4CQy09EBMQMy09EBMQMwAAAAAB%2F28CxwCRAzMAFwAjALoAAAARAAMrugAFAAwAAyu4AAAQuAAI0LgADBC4ABTQMDETIi4CIyIGByM%2BATMyHgIzMjY3Mw4BPBQgGxoODhYELgUsJBQgGxoODhYELgUsAscQFBAaGi89EBQQGxkuPgAAAf%2BFAlkAewKSAAMACwC4AAMvuAAB3DAxAzMVI3v29gKSOQAAAv95AkwAhwKuAAsAFwAoALgAAEVYuAAALxu5AAAADD5ZuAAG3LgAABC4AAzQuAAGELgAEtAwMQMiJjU0NjMyFhUUBjMiJjU0NjMyFhUUBlYWGxsWFRwclxUcHBUWGxsCTBwVFRwcFRUcHBUVHBwVFRwAAAAC%2F3kCywCHAy0ACwAXABsAugAGAAAAAyu4AAAQuAAM0LgABhC4ABLQMDEDIiY1NDYzMhYVFAYzIiY1NDYzMhYVFAZWFhsbFhUcHJcVHBwVFhsbAsscFRYbGxYVHBwVFhsbFhUcAAAAAAL%2FowIeAF0C1wALABcAEwC6AAwAAAADK7oABgASAAMrMDERIiY1NDYzMhYVFAYnMjY1NCYjIgYVFBYpNDQpKTQ0KRQcHBQUHBwCHjMqKjIyKiozJR4aGR4eGRoeAAAAAAL%2FowK7AF0DawALABcAEwC6AAwAAAADK7oABgASAAMrMDERIiY1NDYzMhYVFAYnMjY1NCYjIgYVFBYpNDQpKDU1KBMcHBMUHBwCuy8pKDAwKCkvJBsZFxwcFxkbAAAAAAH%2Fq%2F8rAEQAAwARABMAugACABEAAyu6AAsACgADKzAxJzMHHgEVFA4CByc%2BATU0JicTNRkYIxgoNRwIKDEhHgM1CCAfFiAWDQMpBRcUFBUIAAAAAAH%2Fq%2F8rAEQAAwARABMAugARAAIAAyu6AAoACwADKzAxJzMHHgEVFA4CByc%2BATU0JicTNRkYIxgoNRwIKDEhHgM1CCAfFiAWDQMpBRcUFBUIAAAA%2F%2F8AQwAAALUCtAIGACYAAAABAAAA8QBaAAcAcQAFAAEAAAAAAAoAAAIAAXMAAwABAAAAYgBiAGIAYgCwARYBZgGiAeACFgJ0ArAC0AMCA0oDcAPUBCQEeATABTIFhgX0BiAGZgaiBxgHdAeyB%2BgIXgjaCSoJogoEClILAgtQC4QLzAwUDEYMxg0cDXAN7A5iDqoPFg9gD7YP8hBoEMIRGBFOEVoRZhFyEX4RihGWEfoSBhISEh4SKhI2EkISThJaEmYSchJ%2BEooSlhKiEq4TOhOQE5wTqBO0E8ATzBQkFGgUdBSAFIwUmBSkFLAVZhVyFX4VihWWFaIVrhW6FcYV0hXyFf4WChYWFiIWLhY6FqYXPhe8F8gX1BfgF%2BwX%2BBgEGIYY7BlkGeYamhriGxwbaBvaHCociBzuHSQdsB4WHjgeYh5uHnoeqB7UHyIfch%2BIH5Qfuh%2FgH%2Bwf%2BCACIBAgKCBAIEwgWCBsIHQgiCCcIKYgzCDgIQIhJCFAIVwhtCIQIioiPCJWInAimCMIIzojtiQ4JMolSCVSJVwlZiVwJaolziYOJmomrCa0JrwnECdOJ4on7iheKMwpOim8KhQqMCo4KkoqXCpuKoAqpCq4KtgrFisiK0QrZiueK8Ar%2BiwQLEgsUixcLGYscCx6LIQsjiyYLLIsxCzeLPAtHi08LYItui3MLgYuOi5qLpouxC7uLu4u9gABAAAAAQzMdwyY3F8PPPUACQPoAAAAAM2XgKUAAAAAzZfjFv9A%2Fr0E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LgM1ND4CMzIWFwcuASMiBhUUHgIfAR4BFRQOAiMiJid3I1UpLi0NGSMVVRkvJRYiPlUzOW8qSyBAJyYtDxskFVQ8RSE%2FXDpAfzK3HiYiHQ8WEQ8JJAogKzkkKEc1HiwqXRkbHxwPFREPCSIYVEUpSTchLy8AAAEAGQAAAhMCjAAHADMAuAAARVi4AAIvG7kAAgAQPlm4AABFWLgABy8buQAHAAQ%2BWbgAAhC5AAAAAfS4AAXQMDETIzUhFSMRI8yzAfqzlAIQfHz98AAAAAABAEn%2F9AJPAowAEQA8ALgAAEVYuAAALxu5AAAAED5ZuAAARVi4AAkvG7kACQAQPlm4AABFWLgADi8buQAOAAQ%2BWbkABQAB9DAxEzMRFBYzMjY1ETMRFAYjIiY1SZQ6Nzc8joN%2Bf4YCjP6TYExMYAFt%2FqKklpakAAAB%2F%2FkAAAIzAowADQBAALgAAEVYuAAALxu5AAAAED5ZuAAARVi4AAovG7kACgAQPlm4AABFWLgADS8buQANAAQ%2BWboABQAAAA0REjkwMQMzEx4BFzM%2BATcTMwMjB5xODxcPBA4YDk2WxLECjP7QNmU2NmU2ATD9dAABAA4AAAMgAowAIQB2ALgAAEVYuAAALxu5AAAAED5ZuAAARVi4AAovG7kACgAQPlm4AABFWLgAFC8buQAUABA%2BWbgAAEVYuAAhLxu5ACEABD5ZuAAARVi4ABcvG7kAFwAEPlm6AAUAAAAhERI5ugAPABQAFxESOboAHAAhAAoREjkwMRMzEx4BFzM%2BATcTMxMeARczPgE3EzMDIwMuAScjDgEHAyMOly0GDgYEChMKRn1GChMKBAcNBy2NdLlACA0FBAYNCD22Aoz%2BzzNnNDRnMwEx%2Fs8yZzU1ZjMBMf10ASgmTSQkTSb%2B2AAAAAEACwAAAiwCjAAZAFsAuAAARVi4AAEvG7kAAQAQPlm4AABFWLgACy8buQALABA%2BWbgAAEVYuAAZLxu5ABkABD5ZuAAARVi4AA8vG7kADwAEPlm6AAYAAQAZERI5ugATAA8ACxESOTAxEwMzFx4BFzM%2BAT8BMwMTIycuAScjDgEPASPAqqQ5CxYOBAsVCjSdqbSkQQwXDgQLFgs9ngFPAT17FzMfHzMXe%2F68%2FriFGjMeHjMahQAAAAAB%2F%2FgAAAIVAowADwBAALgAAEVYuAABLxu5AAEAED5ZuAAARVi4AAsvG7kACwAQPlm4AABFWLgADy8buQAPAAQ%2BWboABgABAA8REjkwMTcDMxceARczPgE%2FATMDFSO9xZ46DhkOBA4bDjuaxZPoAaSWJUUmJkUllv5c6AAAAQAkAAAB%2FAKMAAkAPQC4AABFWLgAAy8buQADABA%2BWbgAAEVYuAAILxu5AAgABD5ZuQAGAAH0uAAA0LgAAxC5AAEAAfS4AAXQMDE3ASE1IRUBIRUhJAEg%2FvsBuv7gASP%2BKFkBt3xZ%2Fkl8AAAAAgAv%2F%2FQB2QH8ABsAJQB2ALgAAEVYuAANLxu5AA0ACD5ZuAAARVi4ABcvG7kAFwAEPlm4AABFWLgAEi8buQASAAQ%2BWboAAwANABcREjm4AAMvuAANELkABgAB9LoAEwASAA0REjm4ABcQuQAfAAH0uAATELkAIgAB9LgAAxC5ACMAAfQwMTc0NjcuASMiBgcnPgEzMhYVESMnIw4BIyIuAjcUFjMyNjc1DgEvhJMCJCggQCQ0MGk7YGV4CwMgRyoiNiYVjB8aGiQUTzyKTlgPIScYFWEdJG1z%2FuQzHCMXKTYrGBcWFFcLKgAAAAACAEH%2F9AIWAr0AFgAhAIMAuAAARVi4AAAvG7kAAAASPlm4AABFWLgABi8buQAGAAg%2BWbgAAEVYuAAQLxu5ABAABD5ZuAAARVi4ABYvG7kAFgAEPlm6AAMABgAQERI5ugATABAABhESObgAExC5ABcAAfS4ABAQuQAaAAH0uAAGELkAHwAB9LgAAxC5ACEAAfQwMRMzFQc%2BATMyHgIVFA4CIyImJyMHIzceATMyNjU0IyIHQZMEHUMjLUgzGyM7SyghQx0EDHOTFCgTJjZWLCkCvaxMGh0kQV05QGRFJCAgNIwSDkVNhi0AAQAk%2F%2FQBvgH8ABwAOQC4AABFWLgABS8buQAFAAg%2BWbgAAEVYuAAYLxu5ABgABD5ZuAAFELkACwAB9LgAGBC5ABEAAfQwMTc0PgIzMhYXByYjIgYVFBYzMjY3Fw4BIyIuAiQqR14zLkoZQyMiNj4%2FMBssEjskWCk0WUIm%2BD5hQiMfGlsdTEFBTBYOXSAeI0JhAAAAAAIAJ%2F%2F0AfwCvQAWACMAgwC4AABFWLgABS8buQAFAAg%2BWbgAAEVYuAAKLxu5AAoAEj5ZuAAARVi4ABIvG7kAEgAEPlm4AABFWLgADS8buQANAAQ%2BWboACAASAAUREjm6AA4ABQASERI5uAASELkAGgAB9LgADhC5AB0AAfS4AAgQuQAeAAH0uAAFELkAIQAB9DAxNzQ%2BAjMyFhcnNTMRIycjDgEjIi4CNxQWMzI2NzUuASMiBicjOUsnKjYaBpN4CgQaRiQuSzUdly8rGCcSFCoUIzb4PWBDJBwYTKn9QzEaIyRDYD9KRBQZyxIOQwAAAAIAJP%2F0AeEB%2FAAbACIAUQC4AABFWLgABS8buQAFAAg%2BWbgAAEVYuAAXLxu5ABcABD5ZugANAAUAFxESObgADS%2B4ABcQuQARAAH0uAAFELkAHwAB9LgADRC5ACIAAfQwMTc0PgIzMh4CFRQGByEeATMyNxcOASMiLgIlNCYjIgYHJChBVC01TzUaBAL%2B1wpFMjU2MSZdLTVcRCYBQCYtIzUI%2BDxhQyQkQFczFCEJOTMhWRoeI0NgcSs2LzIAAQAYAAABdALJABgAVgC4AABFWLgABi8buQAGAAg%2BWbgAAEVYuAAVLxu5ABUAEj5ZuAAARVi4AAovG7kACgAEPlm4ABUQuQACAAH0uAAGELkACQAB9LgADNC4AAYQuAAP0DAxASYjIgYdATMVIxEjESM1NzU0PgIzMhYXAVkcFxseWVmTQkITLEYyHzMRAksKISYec%2F6DAX1tBRsnRjQeDAYAAAADACL%2FLQIHAfwADgBDAE8AbQC4AABFWLgAIS8buQAhAAg%2BWbgAAEVYuAA%2FLxu5AD8ABj5ZuQADAAH0ugA2ACEAPxESObgANi%2B5AAkAAfS4ACEQuAAk0LgAJC%2B5ACUAAfS4ADYQuAAu0LgALi%2B5AEQAAfS4ACEQuQBKAAH0MDEXFBYzMjY1NCYrASImJwYHNDc1LgE1NDY3NS4BNTQ%2BAjMyFzMVIx4BFRQOAiMiJw4BFRQWOwEyFhUUDgIjIi4CEzI2NTQmIyIGFRQWmzwyMkAnJTMaIAwbeUcUGiAYGikiOUooLCG1TwcJHjVHKR0fCgghKlBcYSdIZkAsSzkg2x0nJx0dJyc%2BHB0jGhcQAwMYMDwoBA0oHxsxEQQSQywtQy0WDGsLIhQrPykUCggQDRMSO0MnQS8bDx4wAWwpKicpKCgqKQABAEEAAAIAAr0AFABYALgAAEVYuAAGLxu5AAYACD5ZuAAARVi4AAAvG7kAAAASPlm4AABFWLgAFC8buQAUAAQ%2BWboAAwAGABQREjm4AAvQuAAGELkADwAB9LgAAxC5ABIAAfQwMRMzFQc%2BATMyFhURIxE0JiMiBgcRI0GTBxxKM1FJkx0gHCgYkwK9rFkZK2pe%2FswBITYoGRf%2BsQACADUAAADfAtIACwAPAC0AuAAARVi4AAwvG7kADAAIPlm4AABFWLgADi8buQAOAAQ%2BWboABgAAAAMrMDETIiY1NDYzMhYVFAYHMxEjiiUwMCUmLy9vk5MCOSsiIioqIiIrSf4QAAAAAAL%2Fzf88AOEC0gARAB0ANwC4AABFWLgAAC8buQAAAAg%2BWbgAAEVYuAAHLxu5AAcABj5ZugAYABIAAyu4AAcQuQAOAAH0MDETMxEUDgIjIiYnNx4BMzI2NRMiJjU0NjMyFhUUBkKTESlEMx8pDxoKEgsdF0olMDAlJTAwAfD%2BEylINiAIBmwDBCYqAjorIiIqKiIiKwABAEEAAAIeAr0ADABbALgAAEVYuAAELxu5AAQACD5ZuAAARVi4AAAvG7kAAAASPlm4AABFWLgADC8buQAMAAQ%2BWbgAAEVYuAAILxu5AAgABD5ZugACAAAADBESOboACQAAAAgREjkwMRMzETM3MwcTIycHFSNBjwSdoK67n3A%2FjwK9%2Fm7FzP7cwUd6AAEAQf%2F0ARICvQARACsAuAAARVi4AAAvG7kAAAASPlm4AABFWLgADC8buQAMAAQ%2BWbkABQAB9DAxEzMRFBYzOgE3Fw4BIyIuAjVBkxEJBQcGEgwlGSY0Hw4Cvf3XFxICbQUHGCs9JgAAAQBBAAADHQH8ACEAmAC4AABFWLgABi8buQAGAAg%2BWbgAAEVYuAAALxu5AAAACD5ZuAAARVi4ACEvG7kAIQAEPlm4AABFWLgAGS8buQAZAAQ%2BWbgAAEVYuAARLxu5ABEABD5ZugACAAAAIRESOboACQAAACEREjm4AAYQuAAM0LkAFQAB9LgACRC5ABcAAfS4AAYQuQAdAAH0uAACELkAHwAB9DAxEzMXMz4BMzIWFz4BMzIWFREjETQmIyIHESMRNCYjIgcRI0F4CgQfRjE1QRMhSTJQS5MdICUwkx0gJi6TAfBAHy0rKCIxa13%2BzAEhNigw%2FrEBITYoMP6xAAAAAAEAQQAAAgAB%2FAAUAGUAuAAARVi4AAYvG7kABgAIPlm4AABFWLgAAC8buQAAAAg%2BWbgAAEVYuAAULxu5ABQABD5ZuAAARVi4AAsvG7kACwAEPlm6AAIAAAAUERI5uAAGELkADwAB9LgAAhC5ABIAAfQwMRMzFzM%2BATMyFhURIxE0JiMiBgcRI0F4CgQgTDNRSZMdIBwoGJMB8D8eLWpe%2FswBITYoGRf%2BsQAAAAACACT%2F9AIHAfwAEwAfADUAuAAARVi4AAUvG7kABQAIPlm4AABFWLgADy8buQAPAAQ%2BWbkAFwAB9LgABRC5AB0AAfQwMTc0PgIzMh4CFRQOAiMiLgI3FBYzMjY1NCYjIgYkKENYLy9XQygoQ1cvL1hDKJctLi0uLi0uLfg%2BYUIjI0JhPj5hQiMjQmE%2BQUxMQUFMTAAAAgBB%2F0gCFgH8ABYAIQCDALgAAEVYuAAJLxu5AAkACD5ZuAAARVi4AAMvG7kAAwAIPlm4AABFWLgAAi8buQACAAY%2BWbgAAEVYuAATLxu5ABMABD5ZugAFAAkAExESOboAFgATAAkREjm4ABYQuQAXAAH0uAATELkAGgAB9LgACRC5AB8AAfS4AAUQuQAhAAH0MDEXFSMRMxczPgEzMh4CFRQOAiMiJic3HgEzMjY1NCMiB9STeAoEHUknLUgyGyM7SyggPBoFFCgTJjZWKyonkQKoMRojJEJdOUBjRSQbGWQSDkVNhi0AAAIAJ%2F9IAfwB%2FAAWACMAfwC4AABFWLgABS8buQAFAAg%2BWbgAAEVYuAALLxu5AAsACD5ZuAAARVi4AA0vG7kADQAGPlm4AABFWLgAEi8buQASAAQ%2BWboACAAFABIREjm6AA8AEgAFERI5uQAaAAH0uAAPELkAHQAB9LgACBC5AB4AAfS4AAUQuQAhAAH0MDE3ND4CMzIWFzM3MxEjNTcOASMiLgI3FBYzMjY3NS4BIyIGJyM5SycpPh0EDHOTBhlCIi5LNR2XLysYJxIUKhQjNvg9YEMkHSAx%2FViXTBgfJENgP0pEFBnLEg5DAAAAAQBBAAABjwH8ABIAUgC4AABFWLgABi8buQAGAAg%2BWbgAAEVYuAAALxu5AAAACD5ZuAAARVi4ABIvG7kAEgAEPlm6AAIAAAASERI5uAAGELgADdy4AAIQuQAQAAH0MDETMxczPgEzMhYXBy4BIyIGBxEjQXgKBBtMJhUbCxgOGBAcPRSTAfBXMzAFBX8EBCgz%2FuAAAAEAFf%2F0AZ8B%2FAAwAEkAuAAARVi4ABUvG7kAFQAIPlm4AABFWLgALS8buQAtAAQ%2BWbkAAwAB9LoACwAtABUREjm4ABUQuQAcAAH0ugAjABUALRESOTAxNx4BMzI2NTQuAicuAzU0PgIzMhYXBy4BIyIVFB4CFx4DFRQOAiMiJidXIj4gIR4RHSQTFy4mGBsyRis5ViBCGzQaOBAbIxMYLycYGjRMMjFnJpUaGhYUDBMQDQgJGCMvHyI6KBcnGFgUFicMEQ4NBwkXIjEiIjorGSYfAAAAAQAR%2F%2FQBbgJ0ABkARQC4AABFWLgABi8buQAGAAg%2BWbgAAEVYuAAULxu5ABQABD5ZuAAGELkACQAB9LgAANC4AAYQuAAD0LgAFBC5AA0AAfQwMRMjNT8BMxUzFSMVFBYzMjY3Fw4BIyIuAjVVREwRend3Ix0MGQoXFDYkLkEpEwF9bQaEhHPHKiUGBGsGDBwyRysAAAEAPP%2F0AfgB8AAUAGUAuAAARVi4AAAvG7kAAAAIPlm4AABFWLgACS8buQAJAAg%2BWbgAAEVYuAARLxu5ABEABD5ZuAAARVi4AAwvG7kADAAEPlm4ABEQuQAFAAH0ugANAAkADBESObgADRC5AAgAAfQwMRMzERQWMzI2NxEzESMnIw4BIyImNTyTHiAcJhaTeAsDIEkzUUkB8P7fNigaHQFI%2FhBFJitqXgAAAAABAAwAAAH%2FAfAADQBAALgAAEVYuAAALxu5AAAACD5ZuAAARVi4AAovG7kACgAIPlm4AABFWLgADS8buQANAAQ%2BWboABQAAAA0REjkwMRMzFx4BFzM%2BAT8BMwMjDJRAChMKBAkTCkGNoqoB8OolTScnTSXq%2FhAAAAABABgAAALwAfAAIQB2ALgAAEVYuAAALxu5AAAACD5ZuAAARVi4AAovG7kACgAIPlm4AABFWLgAFC8buQAUAAg%2BWbgAAEVYuAAhLxu5ACEABD5ZuAAARVi4ABcvG7kAFwAEPlm6AAUAIQAAERI5ugAPABcAFBESOboAHAAAACAREjkwMRMzFx4BFzM%2BAT8BMxceARczPgE%2FATMDIycuAScjDgEPASMYkjAGCgYEBw0JN384CQ4IBAcJBy%2BId6wtCAwHBAcLByyoAfDmJUgmJkoj5uYlSCYmSCXm%2FhDGI0YoKEYjxgABAA4AAAH0AfAAGQBbALgAAEVYuAABLxu5AAEACD5ZuAAARVi4AAsvG7kACwAIPlm4AABFWLgAGS8buQAZAAQ%2BWbgAAEVYuAAPLxu5AA8ABD5ZugAGAAsADxESOboAFAABABkREjkwMRMnMxceARczPgE%2FATMHFyMnLgEnIw4BDwEjpo%2BeLAoVCwQIEggimJCZnjAMFwwECRQJJ5gBAu5QFSsVFSsVUP%2FxUhUsFRUrFlIAAAABAAz%2FPgH9AfAAHQBGALgAAEVYuAAILxu5AAgACD5ZuAAARVi4ABIvG7kAEgAIPlm4AABFWLgAGS8buQAZAAY%2BWbkAAwAB9LoADQAIABkREjkwMRceATMyNj8BAzMXHgEXMz4BPwEzAw4DIyImJzdMBxIIJSgKB7%2BURwsSCgQIEQk8jawSJzNBLBcgDxpIAgQkHRoB49UiRiUjRyPV%2FgsvRy8YBQVwAAABACYAAAG0AfAACQA9ALgAAEVYuAADLxu5AAMACD5ZuAAARVi4AAgvG7kACAAEPlm5AAYAAfS4AADQuAADELkAAQAB9LgABdAwMTcTIzUhFQMzFSEm0LkBcNDX%2FnJPAS5zTv7RcwAA%2F%2F%2F%2F%2BgAAAkMDNgImAAQAAAAHAOEBGwAA%2F%2F%2F%2F%2BgAAAkMDNgImAAQAAAAHAOMBGwAA%2F%2F%2F%2F%2BgAAAkMDNgImAAQAAAAHAOUBGwAA%2F%2F%2F%2F%2BgAAAkMDRwImAAQAAAAHAOcBGwAA%2F%2F%2F%2F%2BgAAAkMDSAImAAQAAAAHAOoBGwAA%2F%2F%2F%2F%2BgAAAkMDfQImAAQAAAAHAOwBGwAAAAL%2F8gAAAxkCjAAGABYAfAC4AABFWLgADi8buQAOABA%2BWbgAAEVYuAANLxu5AA0ABD5ZuAAARVi4AAkvG7kACQAEPlm6AAIADgANERI5ugAKAA4ADRESObgACi%2B5AAYAAfS4AAkQuQAHAAH0uAAOELkAEAAB9LoAFQAOAAkREjm4ABUvuQATAAH0MDEBESMOAQ8BBRUhNSMHIwEhFSMVMxUjFQGCBBQnFCoCFP5psUSbATYB5%2FrT0wEHARYwXitdi3yVlQKMfIN7lgAA%2F%2F8ALv8jAjACmAImAAYAAAAHAO4BXgAA%2F%2F8ATQAAAe8DNgImAAgAAAAHAOEBIAAA%2F%2F8ATQAAAe8DNgImAAgAAAAHAOMBIAAA%2F%2F8ATQAAAe8DNgImAAgAAAAHAOUBIAAA%2F%2F8ATQAAAe8DSAImAAgAAAAHAOoBIAAA%2F%2F%2F%2F9AAAAOEDNgImAAwAAAAHAOEAlgAA%2F%2F8ASwAAATgDNgImAAwAAAAHAOMAlgAA%2F%2F%2F%2F7gAAAT4DNgImAAwAAAAHAOUAlgAA%2F%2F%2F%2F7QAAAT8DSAImAAwAAAAHAOoAlgAA%2F%2F8ATQAAAkwDRwImABEAAAAHAOcBTQAA%2F%2F8ALv%2F0An4DNgImABIAAAAHAOEBVgAA%2F%2F8ALv%2F0An4DNgImABIAAAAHAOMBVgAA%2F%2F8ALv%2F0An4DNgImABIAAAAHAOUBVgAA%2F%2F8ALv%2F0An4DRwImABIAAAAHAOcBVgAA%2F%2F8ALv%2F0An4DSAImABIAAAAHAOoBVgAAAAMAKP%2FXApQCtQAHABAAKgCFALgAAEVYuAAmLxu5ACYAED5ZuAAARVi4ABkvG7kAGQAEPlm6AAAAGQAmERI5uQACAAH0ugAHACYAGRESOboACAAmABkREjm4ACYQuQAKAAH0ugAQABkAJhESOboAEQAmABkREjm6ABsAGQAmERI5ugAeABkAJhESOboAKAAmABkREjkwMSUWMzI2NTQvASYjIgYVFBYXAR4BFRQOAiMiJwcnNy4BNTQ%2BAjMyFzcXAQgiLUNOCTAkNENOBwYBdRodK05tQl5HPkxFHSErTm1CZklCTI8cc2MtJF0ibmIcMhUBNilpQVB%2BWC8wTTpWK3JFUH1VLTVSOwAAAAACAC4AAAMyAowAFAAhAFUAuAAARVi4AAUvG7kABQAQPlm4AABFWLgAEC8buQAQAAQ%2BWbgABRC5ABwAAfS4AAfQugAMAAUAEBESObgADC%2B5AAoAAfS4ABAQuQAbAAH0uAAO0DAxEzQ%2BAjMhFSMVMxUjFSEVISIuAjcUHgI7AREjIg4CLjJZe0kBq%2FfQ0AEB%2FkNGd1gylxwzRysXFytHMxwBSVR6TyZ8g3uWfChRfFQ7UTEVAZ4UL07%2F%2FwBJ%2F%2FQCTwM2AiYAGAAAAAcA4QFMAAD%2F%2FwBJ%2F%2FQCTwM2AiYAGAAAAAcA4wFMAAD%2F%2FwBJ%2F%2FQCTwM2AiYAGAAAAAcA5QFMAAD%2F%2FwBJ%2F%2FQCTwNIAiYAGAAAAAcA6gFMAAD%2F%2F%2F%2F4AAACFQM2AiYAHAAAAAcA4wEGAAAAAgAaAAACZQKMABAAIQBZALgAAEVYuAAhLxu5ACEAED5ZuAAARVi4ABwvG7kAHAAEPlm5AAAAAfS4ACEQuQAKAAH0ugAOACEAHBESObgADi%2B5AA0AAfS4AA4QuAAe0LgADRC4AB%2FQMDElMj4CNTQuAisBFTMVIxUTMh4CFRQOAisBESM1NxEBFSpEMBsbMEQqHH19JUt4Vi4uVHVIwExMdxYxUDs6Ty8UoUe2AhUmT3pUVHxRKAEtQgUBGAACAE0AAAI6AowAEAAYADkAuAAARVi4AAAvG7kAAAAQPlm4AABFWLgAEC8buQAQAAQ%2BWbsAGAABAA4ABCu7AAIAAQAXAAQrMDETMxUzMh4CFRQOAisBFSM3MjU0JisBFU2TWzVdRSgpRlw0W5PleD07UgKMYxUxUDs6UzYae%2FBoMynEAP%2F%2FAC%2F%2F9AHZAtQCJgAeAAAABwDgARkAAP%2F%2FAC%2F%2F9AHZAtQCJgAeAAAABwDiARkAAP%2F%2FAC%2F%2F9AHZAtQCJgAeAAAABwDkARkAAP%2F%2FAC%2F%2F9AHZAsYCJgAeAAAABwDmARkAAP%2F%2FAC%2F%2F9AHZAsYCJgAeAAAABwDpARkAAP%2F%2FAC%2F%2F9AHZAvACJgAeAAAABwDrARkAAAADAC%2F%2F9ALtAfwACwA8AEMAmwC4AABFWLgADy8buQAPAAg%2BWbgAAEVYuAAVLxu5ABUACD5ZuAAARVi4AC4vG7kALgAEPlm4AABFWLgAKC8buQAoAAQ%2BWbgALhC5AAMAAfS6ADYALgAPERI5uAA2L7kACQAB9LoAHQAVACgREjm4AB0vuAAoELkAIQAB9LgADxC5ADkAAfS4ABUQuQBAAAH0uAAdELkAQwAB9DAxNxQWMzI2NyYvAQ4BAz4BMzIWFz4BMzIeAhUUBgchHgEzMjY3Fw4BIyImJw4BIyIuAjU0NjcuASMiBgcFNCYjIgYHux8aGi8UCwMBST57MGU2LkYWIEYtMUoxGQQC%2FuIIQi0cMhsyJl0sOFMgNVgyIjYmFYKSAiEqHkAkAfwkKSMxBpUYFxYUHyMVCyoBCR0kKCMkJyVBWDMUIQk0MhQQXxoeKiMqIxcpNh9PWQ8gJxgVMy04MTQA%2F%2F8AJP8jAb4B%2FAImACAAAAAHAO0BGgAA%2F%2F8AJP%2F0AeEC1AImACIAAAAHAOABDgAA%2F%2F8AJP%2F0AeEC1AImACIAAAAHAOIBDgAA%2F%2F8AJP%2F0AeEC1AImACIAAAAHAOQBDgAA%2F%2F8AJP%2F0AeECxgImACIAAAAHAOkBDgAA%2F%2F%2F%2F9QAAANwC1AImAGcAAAAHAOAAigAA%2F%2F8AOAAAAR8C1AImAGcAAAAHAOIAigAA%2F%2F%2F%2F8AAAASQC1AImAGcAAAAHAOQAigAA%2F%2F%2F%2F4QAAATMCxgImAGcAAAAHAOkAigAAAAEAQQAAANQB8AADACUAuAAARVi4AAAvG7kAAAAIPlm4AABFWLgAAi8buQACAAQ%2BWTAxEzMRI0GTkwHw%2FhAAAP%2F%2FAEEAAAIAAsYCJgArAAAABwDmATQAAP%2F%2FACT%2F9AIHAtQCJgAsAAAABwDgARUAAP%2F%2FACT%2F9AIHAtQCJgAsAAAABwDiARUAAP%2F%2FACT%2F9AIHAtQCJgAsAAAABwDkARUAAP%2F%2FACT%2F9AIHAsYCJgAsAAAABwDmARUAAP%2F%2FACT%2F9AIHAsYCJgAsAAAABwDpARUAAAADACT%2F5wIHAgsABwAPACoASQC4AABFWLgAJS8buQAlAAg%2BWbgAAEVYuAAYLxu5ABgABD5ZugAAABgAJRESObkAAgAB9LoACAAlABgREjm4ACUQuQAKAAH0MDE3FjMyNjU0LwEmIyIGFRQXJR4BFRQOAiMiJwcnNy4BNTQ%2BAjMyFhc3F9wXIy02ByQWIi42BwEVGh8oQ1cvSjwrNy8aHyhDWC8jRB0sN3oUSz8pG0MTSz8oG%2BkhVzY%2BYUIjKDUqOiBXNj5hQiMUEzYrAAADACT%2F9AMSAfwACwA0ADsAcQC4AABFWLgAES8buQARAAg%2BWbgAAEVYuAAwLxu5ADAABD5ZuQADAAH0uAARELkACQAB9LgAERC4ABfQuAAwELgAKtC6AB8AFwAqERI5uAAfL7gAKhC5ACMAAfS4ABcQuQA4AAH0uAAfELkAOwAB9DAxNxQWMzI2NTQmIyIGBzQ%2BAjMyFhc%2BATMyHgIVFAYHIR4BMzI2NxcOASMiJicOASMiLgIlNCYjIgYHuSwpKS4uKSkslSZAVS81Tx0eUi0xSjIZBAL%2B4QhCLRwyGzMmXiwtVB8fTzcwVD8kAnAkKSMxBvhBTExBQUxMQT5hQiMuKSotJUFYMxQhCTQyFBBfGh4tKissI0JhbS04MTQAAAABAEH%2F9AJdAscAOABkALgAAEVYuAAFLxu5AAUAEj5ZuAAARVi4ADgvG7kAOAAEPlm4AABFWLgAGy8buQAbAAQ%2BWboADwAbAAUREjm5ACEAAfS6ACQAGwAFERI5ugAwABsABRESObgABRC5ADMAAfQwMRM0PgIzMh4CFRQOAhUUHgQVFA4CIyImJzcWMzI2NTQuBDU0PgI1NCYjIgYVESNBHTpaPDNNMxoYHhgaJy4nGhcvRS0tRiQzMS4aHRonLicaFhsWIR8uLpEB5zBSPCIcLzwgJDEnIRMRFxYaJTUmIjwsGhgVZCQbFRMbFxkhLSEdKiYpGx0nQzr%2BKv%2F%2FADz%2F9AH4AtQCJgAyAAAABwDgAR0AAP%2F%2FADz%2F9AH4AtQCJgAyAAAABwDiAR0AAP%2F%2FADz%2F9AH4AtQCJgAyAAAABwDkAR0AAP%2F%2FADz%2F9AH4AsYCJgAyAAAABwDpAR0AAP%2F%2FAAz%2FPgH9AtQCJgA2AAAABwDiAQoAAP%2F%2FAAz%2FPgH9AsYCJgA2AAAABwDpAQoAAAACACr%2F9AH%2BAuQADgAyAFkAuAAARVi4AC0vG7kALQASPlm4AABFWLgAFy8buQAXAAQ%2BWbsAIQABAAkABCu6ACkAJgADK7gAFxC5AAAAAfS4ACYQuAAP0LgAKRC4AC3cuAApELgAMNAwMSUyNjU8AScuASMiBhUUFhMeARUUDgIjIi4CNTQ%2BAjMyFhcmJwcnNy4BJzceARc3FwEWKjUBFzAaLDc9ijtMIT1YNy9TQCUiOUknHTgVGjuOJnQULRlAI0YhjyZrSU4MFgsZEjo8Oz4B7jyjcDxmSioiPlk3NlQ6HxMXTThHQToOGg1ZEioZSEEAAAAAAgBB%2F0gCFgK9ABYAIQBXALgAAEVYuAAILxu5AAgACD5ZuAAARVi4AAIvG7kAAgASPlm4AABFWLgAAS8buQABAAY%2BWbgAAEVYuAASLxu5ABIABD5ZuQAaAAH0uAAIELkAHwAB9DAxFyMRMxUHPgEzMh4CFRQOAiMiJicXNR4BMzI2NTQjIgfUk5MEGkAiL0s0HCM7SygkNxoEFCgTJjZWKyq4A3WsRhcaJEJdOUBjRSQYF0qzEg5FTYYtAAABABgAAAKvAskALgB8ALgAAEVYuAATLxu5ABMACD5ZuAAARVi4ACsvG7kAKwASPlm4AABFWLgADy8buQAPAAQ%2BWbgAKxC5AAIAAfS4ABMQuAAl0LgAB9C4ABMQuQAQAAH0uAAM0LgACNC4AA8QuAAL0LgAExC4ABLQuAArELgAGdC5ACAAAfQwMQEmIyIGHQEzFSMRIxEjESMRIzU3NTQ%2BAjMyFhcHLgEjIgYdATM1ND4CMzIWFwKVHBcbHllZk6mTQkIVLUczIDYRGwwaFBohqRMsRTIgMhECSwohJh5z%2FoMBff6DAX1tBRcmRDIdCwdtBQYhIxcaJ0Y0HgwGAAAAAQAY%2F%2FQCnwLJAC4AiQC4AABFWLgAEC8buQAQAAg%2BWbgAAEVYuAAWLxu5ABYAEj5ZuAAARVi4AAwvG7kADAAEPlm4AABFWLgAAy8buQADAAQ%2BWbgAEBC5AA0AAfS4AAnQuAAQELgAD9C4AA8vuAAWELkAHAAB9LgAEBC4ACHQuAAl0LgACRC4ACbQuAADELkAKwAB9DAxJQ4BIyIuAj0BIxEjESM1NzU0PgIzMhYXByYjIgYdATM3MxUzFSMVFBYzMjY3Ap8UNiQuQSkTmZNCQhMsRjIfMxEbHBcbHqERend3Ix0MGQoGBgwcMkcryf6DAX1tBRsnRjQeDAZsCiEmHoSEc8cqJQYEAAAAAAMAGf%2F0AokCmAAKABYARACMALgAAEVYuAAvLxu5AC8AED5ZuAAARVi4AB0vG7kAHQAEPlm4AABFWLgAFy8buQAXAAQ%2BWboAOgAaAAMruAAdELkAAwAB9LoABQAaADoREjm6AAgAHQAvERI5uAAIL7gADty4AC8QuQAUAAH0ugAnAAgADhESOboANwAIAA4REjm6AEEAGgA6ERI5MDE3FBYzMjcuAScOARMUFhc%2BATU0JiMiBgEuAScOASMiLgI1ND4CNy4BNTQ%2BAjMyFhUUDgIHHgEXPgE3Mw4BBx4BF6Q1LCgrJkUdFBg9CwojMBYXGSIBhSlUKiplPjVRNxwTISsYExUZLkEpSlYXJzEZHEMkGSYMhhI1Jh85GbclLhofRCQRJgEgEigUFS4hFxwn%2FeQIIhgfIx4zQyYiNywkDyNFHyM%2BLxtQRCA1LSYRID0aIE4uPG0zEBUEAAAAAAIAJf%2F0AesChwATACcANQC4AABFWLgACi8buQAKAA4%2BWbgAAEVYuAAALxu5AAAABD5ZuQAUAAH0uAAKELkAHgAB9DAxBSIuAjU0PgIzMh4CFRQOAicyPgI1NC4CIyIOAhUUHgIBCDNUOyEhO1QzM1Q7ISE7VDMTIBgNDRggExIgGA4OGCAMK1R8UVF6UykpU3pRUXxUK3ITMlRBQVMvEhIvU0FBVDITAAEARgAAAdoCewAMAEMAuAAARVi4AAcvG7kABwAOPlm4AABFWLgADC8buQAMAAQ%2BWbkAAQAB9LgABxC5AAQAAfS5AAIAAfS4AAEQuAAJ0DAxNzMRIzU%2BATczETMVIUaKdzRIImx3%2Fmx3AW9bChwU%2Ffx3AAAAAQAeAAAB5AKHAB8APQC4AABFWLgADy8buQAPAA4%2BWbgAAEVYuAAeLxu5AB4ABD5ZuQAcAAH0uAAZ0LgAANC4AA8QuQAIAAH0MDE3PgM1NCYjIgYHJz4BMzIeAhUUDgIHPgE7ARUhJT1lSSkwKiM2GFAvYkQvTTgeIjlJJxg7F4D%2BQVQ5Y1dLIi8xJxpPMjMdNUouKFNTUygDBXwAAQAW%2F%2FQB3wKHAC8AUwC4AABFWLgAGy8buQAbAA4%2BWbgAAEVYuAAsLxu5ACwABD5ZuQADAAH0ugALABsALBESObgACy%2B5AAwAAfS4ABsQuQAUAAH0ugAkAAwACxESOTAxNx4BMzI2NTQuAiM1Mj4CNTQmIyIGByc%2BATMyHgIVFAYHFR4BFRQOAiMiJidaHUUpLzgPJkI0KzkjDygmIjceSixhOzFROSA3MzdHJkBWME5sI6scJCckFSIXDWgMFx8TISUeGlomKxctQCoyRRYEEE0%2BLEUvGTEpAAAAAAIAEwAAAfgCewAJABQAVwC4AABFWLgAEi8buQASAA4%2BWbgAAEVYuAANLxu5AA0ABD5ZuwAOAAEAAAAEK7gAEhC4AATcuAAAELgACdC4AA4QuAAL0LgACRC4ABDQuAAAELgAE9AwMQE1NDY3Iw4BDwEFIxUjNSE1EzMRMwEmBAIEDBoOVAFYSYn%2B7ei0SQEIZx9RHho2G4pwmJhlAX7%2BjQABABf%2F9AHgAnsAJABHALgAAEVYuAAQLxu5ABAADj5ZuAAARVi4ACEvG7kAIQAEPlm5AAMAAfS6ABcAEAAhERI5uAAXL7gACdy4ABAQuQASAAH0MDE3HgEzMjY1NCYjIg4CBycTIRUjBz4BMzIeAhUUDgIjIiYnWR1DKTE6Ny0OFhUXDkISAWjpCxIhFClJOCAmQFUuTmwmqholMjEwMgMIDAkqAUF8dwgHGDBKMzVSOR4zJgACACn%2F9AHsAocADQAyAEMAuAAARVi4AC8vG7kALwAOPlm4AABFWLgAJS8buQAlAAQ%2BWbsAGwABAAYABCu4ACUQuQAAAAH0uAAvELkAEQAB9DAxJTI2NTQmIyIGBx4DEy4BIyIOAgc%2BAzMyHgIVFA4CIyIuAjU0PgIzMhYXARYhLy8kGDIWBRQaH5ERNhwaLiMWAgwgIiIPKUUzHCI5TSsuV0MoK0ddMj9cHmIxNjMpHCMmMh8NAYESGxQvTDcQGREJGDBKMjJOOB0kTHdUWYJUKS0fAAEALAAAAeYCewAPADMAuAAARVi4AAcvG7kABwAOPlm4AABFWLgAAC8buQAAAAQ%2BWbgABxC5AAUAAfS4AAnQMDEzPgM3ITUhFQ4DByOfBBUnPS3%2B4wG6N0MlEASUT4V5dD58WkN1fY9dAAAAAAMAKv%2F0AegChwANABgAOgBXALgAAEVYuAAlLxu5ACUADj5ZuAAARVi4ADYvG7kANgAEPlm5AAMAAfS6AAsANgAlERI5uAALL7gADtC4ACUQuQATAAH0uAALELgAHNy4AA4QuAAt3DAxNxQWMzI2NTQuAicOATc2NTQmIyIGFRQWBzQ2NzUuATU0PgIzMh4CFRQGBxUeARUUDgIjIi4CqDooJTATJDEeFRyHJykkHSo81D8tJTAeNkssK0gyHDIhLkAgO1MzMFE7IbMqLycoFR4ZFg0UNKItMCUtJCUnLOM6ShgEHEczKEEuGBktQScuRxYEGU4%2FJkAvGxkuQAAAAAACACL%2F9AHmAocACwAwAEMAuAAARVi4ACMvG7kAIwAOPlm4AABFWLgALS8buQAtAAQ%2BWbsAAAABABkABCu4ACMQuQAGAAH0uAAtELkADwAB9DAxEzI2Ny4BIyIGFRQWBx4BMzI%2BAjcOAyMiLgI1ND4CMzIeAhUUDgIjIiYn%2FBgyFQo3IiAwMF8QNhwbLiMVAgwgIiIPKUUyHSI5TSsuV0MpK0ddMj9dHgFWHCNLOTE2Mym%2BEhsUL0s4EBkRCRgwSjIxTzgdJEx3VFmCVCkuHgAAAQA9%2F%2FQA7wCtAAsAGAC4AABFWLgACS8buQAJAAQ%2BWbgAA9wwMTc0NjMyFhUUBiMiJj0zJiYzMyYmM1AoNTUoJzU1AAABAC7%2FPgEAAK0AEAAYALgAAEVYuAAELxu5AAQABD5ZuAAK3DAxFz4BNSMiJjU0NjMyFhUUBgcuNzoIIzY2JjI0XFh0FEAmKygmLklCU3ca%2F%2F8APf%2F0AO8B8QInAIYAAAFEAAYAhgAA%2F%2F8ALv8%2BAQAB8QInAIYAAAFEAAYAhwAAAAIAUf%2F0AQMCngAFABEAGgC4AABFWLgADy8buQAPAAQ%2BWbkACQAB9DAxEyczBwMjBzQ2MzIWFRQGIyImZQWUBRVgKTMmJjMzJiYzAhmFhf7Olyg1NSgnNTUAAAAAAgBR%2F1IBAwH8AAUAEQANALgADy%2B5AAkAAfQwMR8BIzcTMzcUBiMiJjU0NjMyFu8FlAUVYCkzJiYzMyYmMymFhQEylyg1NSgnNTUAAAIAKf%2F0AaUCqgAdACkAKAC4AABFWLgAJy8buQAnAAQ%2BWbsAEQABAAoABCu4ACcQuQAhAAH0MDE3Jj4ENTQmIyIGByc%2BATMyHgIVFA4EFwc0NjMyFhUUBiMiJpoFDxwjIBUlHhwrFFEiXDgqSTUeFiElHxIDmTImJjMzJiYy5yI4MCglIxMfIBoUSikyFCpBLB8xKicqLx6XKDU1KCc1NQACACr%2FRgGmAfwAHQApABsAuAAnL7sACgABABEABCu4ACcQuQAhAAH0MDEBFg4EFRQWMzI2NxcOASMiLgI1ND4EJzcUBiMiJjU0NjMyFgE1BQ8cIyAVJh0cKxRRIlw4Kkk1HhYhJR8TA5kzJiYzMyYmMwEJIjgwKCUjEx8gGhRKKTIUKkEtHzEqJykvHpcoNTUoJzU1AAAAAAEATAFiAOACrgAFAAsAugACAAQAAyswMRMnMw8BI1EFlAUdUAIphYXHAAD%2F%2FwBMAWIBzAKuACYAjgAAAAcAjgDsAAAAAQA3AVIA5QKrABEAKwC4AABFWLgAAy8buQADAAg%2BWbgAAEVYuAAFLxu5AAUACD5ZuQALAAH0MDETDgEVNjMyFhUUBiMiJjU0NjflLS0DByAtLCEvL0ZIAmsXOy0BJyImLEU%2BR2wjAAABAEcBYAD2ArkAEQANALsACwABAAUABCswMRM%2BATUGIyImNTQ2MzIWFRQGB0ctLQMGIC0rIi4wR0gBoBc7LQEnIiYsRD9HbCMAAAD%2F%2FwA3AVIB0QKrACYAkAAAAAcAkADsAAD%2F%2FwBHAWAB4gK5ACYAkQAAAAcAkQDsAAD%2F%2FwBH%2F1gA9gCxAgcAkQAA%2FfgAAP%2F%2FAEf%2FWAHiALEAJwCRAAD9%2BAAHAJEA7P34AAAAAQAxADgA7gHAAAYACwC6AAIABgADKzAxNzU3FwcXBzGGN29vN8hokCyYmCwAAAAAAQA2ADgA8wHAAAYACwC6AAIABQADKzAxNyc3FxUHJ6VvN4aGN%2FyYLJBokCwAAAD%2F%2FwAxADgBqgHAACYAlgAAAAcAlgC8AAD%2F%2FwA2ADgBrwHAACYAlwAAAAcAlwC8AAAAAQArAMkBIQExAAMADQC7AAEAAQACAAQrMDETMxUjK%2Fb2ATFoAAAA%2F%2F8AKwDJASEBMQIGAJoAAAABACsAzgG1ASwAAwANALsAAQABAAIABCswMRMhFSErAYr%2BdgEsXgAAAQArAM4C9QEsAAMADQC7AAEAAQACAAQrMDETIRUhKwLK%2FTYBLF4A%2F%2F8APQDkAO8BnQIHAIYAAADwAAAAAQAoAHsBMQGRABMACwC6AAoAAAADKzAxNyIuAjU0PgIzMh4CFRQOAqwcMCQUFCQwHBwxJBQUJDF7FSYyHh4zJRUVJTMeHjImFQAAAAEADP90Aej%2FxwADAA0AuwAAAAEAAQAEKzAxBRUhNQHo%2FiQ5U1MAAAABAEj%2FTQEoAt8ADgALALoABgAAAAMrMDEXLgE1NDY3Fw4BFRQWFwfMP0VFP1w3MjI3XLNn3oSE3mcmYtZra9ZiJgAAAAEAMP9NARAC3wAOAAsAugAHAA0AAyswMRc%2BATU0Jic3HgEVFAYHJzA4MjI4XD9FRT9cjWLWa2vWYiZn3oSE3mcmAAAAAQBX%2F2gBKgLEAAcAFwC7AAUAAQAGAAQruwABAAEAAgAEKzAxEzMVIxEzFSNX02Vl0wLETv1ATgABAC7%2FaAEBAsQABwAXALsAAAABAAYABCu7AAMAAQACAAQrMDEXESM1MxEjNZRm09NKAsBO%2FKROAAEAH%2F9oASoCxAAzACsAuwAAAAEAAQAEK7sAHgABAB8ABCu7ABAAAQAPAAQrugAqAA8AEBESOTAxBRUjIiY1ND4CNTQuAic1PgM1NC4CNTQ2OwEVIyIGFRQWFRQGBxUeARUUBhUUFjMBKj9CPgMEAwkUIRgYIRQJAwQDPkI%2FEx8WBCQmJiQEFh9KTj1RGyonJxgNGhUNAVYBDRUaDRgnJyobUT1OHSkpTC45MwkECTM5LkwpKR0AAAABAC7%2FaAE5AsQAMwArALsAAAABADIABCu7ABUAAQAUAAQruwAjAAEAJAAEK7oACgAkACMREjkwMRcyNjU0JjU0Njc1LgE1NDY1NCYrATUzMhYVFA4CFRQeAhcVDgMVFB4CFRQGKwE1QR8WBCQmJiQEFh8TP0I%2BAwQDCRQhGBghFAkDBAM%2BQj9KHSkpTC45MwkECTM5LkwpKR1OPVEbKicnGA0aFQ0BVgENFRoNGCcnKhtRPU4AAAAAAQAN%2F2ABNgLGAAMAGAC4AABFWLgAAC8buQAAABI%2BWbgAAtwwMRMzAyPWYMlgAsb8mgAAAAEAVv8GALYC7gADAAsAugABAAIAAyswMRMzESNWYGAC7vwYAAEAHP9gAUYCxgADABgAuAAARVi4AAAvG7kAAAASPlm4AALcMDETMxMjHGDKYALG%2FJoAAAACAFb%2FBgC2Au4AAwAHAAsAugABAAUAAyswMRMzESMXESMRVmBgYGAC7v5KbP46AcYAAAAAAQAmAV0BowLIAA4AFAC4AABFWLgABS8buQAFABI%2BWTAxEzcnNxc3Mxc3FwcXBycHVztsF3QNTQ1zGGw7PVBRAYloMUgYdncZSDFoLFlZAAACACX%2FrAHrArIADQBBACgAuAAARVi4ACgvG7kAKAAEPlm7ACsAAQAlAAQruwA%2BAAEAEQAEKzAxExQeAhc2NTQuAicGNy4BIyIVFB4EFRQGBx4BFRQOAiMiJic3FjMyNjU0LgQ1NDY3LgE1NDYzMhYXoSAyPR0iIDE9HSPaFzgaNig8RzwoKycLDBkwSC83aSJVMTwfHSc6RTonKyUOD11VOlsfAVEYIRsZDxUmGCEbGA8XoRQcJxIbGyAtQC0sQRgQJhciOioYKStLMxgTExwaHi1ALyZDFxApGkRVKRgAAAIAJ%2F%2BwAhwCjAADABAAJQC4AABFWLgAAC8buQAAAA4%2BWbgAAEVYuAAOLxu5AA4ADj5ZMDEBMxEjAyIuAjU0PgI7AREBiZOTYDVeRikoRV00LAKM%2FSQBFR07Vzk%2FVTUW%2FjkAAAADAC3%2F9wLAAo8AEwAnAEUAMwC7ADoAAQBBAAQruwAtAAEANAAEK7gALRC4ACPcuQAFAAH0uABBELgAGdy5AA8AAfQwMRM0PgIzMh4CFRQOAiMiLgI3FB4CMzI%2BAjU0LgIjIg4CFzQ%2BAjMyFhcHLgEjIgYVFBYzMjY3Fw4BIyIuAi01W3hCQnhaNTVaeEJCeFs1RClGYDc3YEYpKUZgNzdgRilRIDVGJi4%2BGDcQIBQwMTIqGSQTMB1AJypHMx0BRU56VS0tVXtNTntXLi5Xe04%2BZEgnJ0hkPj1kRyYmR2Q%2BLEcyGyMYPRERPS0zPBMPRBcdHDNJAAAAAAQAIAE3Aa0CywATACMAMAA5AFcAuAAvL7gAJS%2B4AC8QuAAU3LkAAAAB9LgAJRC4ABrcuQAKAAH0ugAtAC8AJRESObgALS%2B5ADEAAfS6ACoAMQAtERI5uAAvELgALNC4ACUQuQA3AAH0MDETIi4CNTQ%2BAjMyHgIVFA4CJzI2NTQmIyIOAhUUHgInMzIWFRQHFyMnIxUjNzI2NTQmKwEV5ylJNh8fNkkpKUg2Hx82SCk%2FUFA%2FIDQnFRUnNDFZIy4jKTweHTlODw8PDxUBNx42SiwsSjYeHjZKLCxKNh4xU0ZGUxYoOCMjOCgW%2FSAiJRFNPDxkEQsLDzYAAgAx%2F1QDVgKdAEYAUwA%2FALsAOwABAEIABCu7ACcAAQAPAAQruwBJAAEAFgAEK7sAHgABAE8ABCu7AAUAAQAxAAQrugAiAE8AHhESOTAxNzQ%2BAjMyHgIVFA4CIyImJyMOASMiJjU0PgIzMhYXMzczBwYzMj4CNTQuAiMiDgIVFB4CMzI2NxcOASMiLgIlFDMyNj8BJiMiDgIxSHukXFGDXDIqQlEnK0AIAhVEHzxIHzZKKxkmDQIOWy4VQxYrIhQeQmhJQHpgOi9RaTsnUSAgLmA2S4lpPgE%2FNBAfExgPHxcjGQ3Naat6QjRfg05FZ0UiKCQdJVFFLlhFKhcbKtxWGS9DKTZiSyw1YYlUSm5IJBYRUBkXLl6NYkMUGYcdHCoyAAAAAAIAIgAAAfICigAbAB8AoAC4AABFWLgABi8buQAGAAg%2BWbgAAEVYuAAKLxu5AAoACD5ZuAAARVi4AA4vG7kADgAIPlm4AABFWLgAFi8buQAWAAQ%2BWbgAAEVYuAAaLxu5ABoABD5ZuwADAAEAAAAEK7gABhC5AAQAAfS4ABDQuAAR0LgAAxC4ABLQuAAAELgAFNC4AAAQuAAY0LgAAxC4ABzQuAARELgAHdC4AB7QMDE3IzUzNyM1MzczBzM3MwczFSMHMxUjByM3IwcjEzcjB2xKVQ5PWxVUFGgVVBRPWw1UXxdVFmcXVd4OaA27Xm5epaWlpV5uXru7uwEZbm4AAP%2F%2FAEwBuAESAz4CBwC3AAABuAAA%2F%2F8AGwG4AU4DSgIHALgAAAG4AAD%2F%2FwAbAawBUQNKAgcAuQAAAbgAAP%2F%2FACMBuAFwAz4CBwC6AAABuAAAAAIAGv%2F0AV8BkgATAB8AKAC4AAovuAAARVi4AAAvG7kAAAAEPlm5ABQAAfS4AAoQuQAaAAH0MDEXIi4CNTQ%2BAjMyHgIVFA4CJzI2NTQmIyIGFRQWvCM8KxgYKzwjIzwrGRkrPCMZIyMZGSMjDBw2TTExTDUcHDVMMTFNNhxSOEZGNjZGRjgAAAABAEwAAAESAYYACgAiALgACC%2B4AABFWLgACi8buQAKAAQ%2BWbgACBC5AAAAAfQwMRMjNT4DNzMRI6VZFB8aFwxWbQEZQgMICg0J%2FnoAAQAbAAABTgGSABcALAC4AAwvuAAARVi4ABYvG7kAFgAEPlm5ABQAAfS4AADQuAAMELkABgAB9DAxNz4BNTQmIyIGByc2MzIWFRQOAgczFSEtS2AeGxQiET08WUFPER0lFXb%2B3zo%2BXyUdIBkWOFBFPxgtLCwXWgAAAQAb%2F%2FQBUQGSACgAPgC4ABUvuAAARVi4ACUvG7kAJQAEPlm6AAgABwADK7gAJRC5AAIAAfS4ABUQuQAOAAH0ugAdAAcACBESOTAxNxYzMjY1NCM1MjY1NCYjIgYHJz4BMzIeAhUUBgceARUUDgIjIiYnXCMwFyFdJCsaFxMfDj0gQi4bMSYWHhseKRkpNx4zUhp2MBgXMz4XGRQWFhE2IyAPHCkZHysQDC8jGy0fEikmAAAAAgAjAAABcAGGAAUAEABMALgADi%2B4AABFWLgACS8buQAJAAQ%2BWbsAAAABAAoABCu4AA4QuQACAAH0uAAAELgABdC4AAoQuAAH0LgABRC4AAzQuAAAELgAD9AwMTc1NyMPARcjFSM1IzU3MxUz1gYEKCrqOmCzjYY6nSl1TVFGV1c2%2Ben%2F%2FwAdAP4BQAJXAgYAvQAA%2F%2F8AGAD%2BAVwCVwIGAL4AAAACAB0A%2FgFAAlcAGQAiADsAuAAAL7gAEC%2B7AAYAAQAeAAQruAAQELkACQAB9LgAABC4ABXQuAAAELkAGgAB9LoAFwAAABoREjkwMTciJjU0NjcuASMiBgcnPgEzMhYdASMnIw4BNzI2NzUOARUUgi82WGMCFxgULhglIUknQEdTCgQSLgYPFw0yJv46KjU5CRYWEA5EFBhJS70hEhdODgw3BRwSHgAAAAACABgA%2FgFcAlcAEwAfABsAuAAKL7gAAC%2B5ABQAAfS4AAoQuQAaAAH0MDE3Ii4CNTQ%2BAjMyHgIVFA4CJzI2NTQmIyIGFRQWuiA6LRsbLTogIDotGxstOiAdHBwdHRsb%2FhcsQCkpQC0XFy1AKSlALBdSMSkqMTEqKTEAAAAAAgAnAY4BSAKuABMAHwAXALsAFAABAAAABCu7AAoAAQAaAAQrMDETIi4CNTQ%2BAjMyHgIVFA4CJzI2NTQmIyIGFRQWtx41JxYWJzUeHjUnFxcnNR4eJSUeHSYmAY4VJzQgHzUnFRUnNR8gNCcVRikhICkpICEpAAAAAgAUAFMB%2FAI%2FAB4AKgAoALgAAEVYuAALLxu5AAsACj5ZuwAiAAEAGwAEK7gACxC5ACgAAfQwMT8BJjU0NjcnNxc2MzIXNxcHFhUUBgcXBycOASMiJwc3FBYzMjY1NCYjIgYUPSIREDxJRTA2NDJFST0iEhA9SUYXNBo3LkZVMiQkMjIkJDKdPi5BIDcWPkpGGRlGSj4tQCE3Fz5KRwwMGEf3LTU1LS01NQAAAAEAJ%2F%2BSAdQC6QAtAF0AuAAARVi4ACcvG7kAJwAOPlm4AABFWLgAEy8buQATAAQ%2BWbgAJxC5AAMAAfS6AAYAEwAnERI5uAATELgAENC4ABMQuQAaAAH0ugAdACcAExESObgAJxC4ACrQMDEBLgEjIgYVFB4EFRQGBxUjNS4BJzceATMyNjU0LgQ1NDY3NTMVHgEXAYMbMiAkJic7RDsnTk5hLGEjQCZFJConJztEOydRR2EwSB0B3hkZHiIYIR4gLkEwSGcRaGQFJyBjHR0iIxokISEuPi1KYQ5nZQcsHwAAAQAwAAAB8QKHACwAVwC4AABFWLgAFi8buQAWAA4%2BWbgAAEVYuAADLxu5AAMABD5ZuwAkAAEAJQAEK7gAAxC5AAEAAfS4AATQuAAlELgAC9C4ACQQuAAM0LgAFhC5AB0AAfQwMTchFSE1PgE1NCYnIzU3My4BNTQ%2BAjMyFhcHLgEjIgYVFBYXMxUjHgEVFAYH7gED%2Fj8tPQEBZEQGBwkgOU4vOFMiUBEmGCgvBgWUgQEBFRh8fFsUTzYHDQdWBRQoFC9MNR0qJ1AVFS4wEiQSWwcOByQ0GwAAAQAMAAACBAJ7AB0AhAC4AABFWLgAHS8buQAdAA4%2BWbgAAEVYuAAJLxu5AAkADj5ZuAAARVi4ABQvG7kAFAAEPlm6AAQAHQAUERI5ugAZAB0AFBESObgAGS%2B5AAwAAfS4ABkQuAAN0LgAGRC4ABjQuAAYL7gAENC4ABgQuQAVAAH0uAAR0LgAGRC5ABsAAfQwMRMXHgEXMz4BPwEzAzMVIxUzFSMVIzUjNTM1IzUzA6MzDBgOBA0YDTKUk3qampqTmZmZepMCe4UhQiAhQiCF%2FttGN0aTk0Y3RgElAAEAFf%2F0AgcChwAxAG0AuAAARVi4ABcvG7kAFwAOPlm4AABFWLgAAy8buQADAAQ%2BWbsAKQABACoABCu4ACoQuAAH0LgAKRC4AAjQuAApELgAI9y4ABDQuAAjELkAIgAB9LgAEdC4ABcQuQAeAAH0uAADELkALgAB9DAxJQ4BIyImJyM1NyY0NTwBNyM1Nz4DMzIWFwcuASMiBgczFSMVHAEXMxUjHgEzMjY3AgckXDZeiRc%2BNgEBNj4MMEVWMi1WIFITKRorOQzW3wG2rA45Kh0rFFAtL3NwRQQHDAcHDAdEBThXPB8oJk8TGD45ShUIDgdLNzocGgAAAgA8%2F9cB5wKPAAYAJAA3ALsAIQABAAoABCu7ABoAAQAgAAQruAAgELgAANC4ACEQuAAG0LgAChC4AA3QuAAaELgAF9AwMQEOARUUFh8BDgEHFSM1LgM1ND4CNzUzFR4BFwcmJxE%2BATcBEyQkJSPUHUQiUTFPOB8gOk4vUSc%2FFkMeGxUkDwGwEEAtLUEPRRkdBV9fBihBWDY1Vj8pCGFdBB0XWhgD%2FvAEEwwAAAH%2FVf%2F0AQoCmAADABgAuAAARVi4AAAvG7kAAAAEPlm4AAHcMDEHATMBqwFgVf6gDAKk%2FVwAAAD%2F%2F%2F9V%2F%2FQBCgKYAgYAxgAA%2F%2F8AGv%2F0A0ACmAAnALYAAAEGACcAxgF9AAAABwC2AeEAAAAA%2F%2F8AL%2F%2F0AyECmAAnALf%2F4wEGACcAxgFkAAAABwC6AbEAAAAA%2F%2F8AL%2F%2F0AyMCmAAnALf%2F4wEGACcAxgFVAAAABwC4AdUAAAAA%2F%2F8AGf%2F0AykCmAAnALn%2F%2FgEGACcAxgF6AAAABwC6AbkAAAAAAAEAIgBeAe4CNgALAB0AuwADAAEAAAAEK7gAAxC4AAbQuAAAELgACNAwMRMjNTM1MxUzFSMVI9KwsGywsGwBFmi4uGi4AAAAAAEAIgEWAe4BfgADAA0AuwABAAEAAgAEKzAxEyEVISIBzP40AX5oAAABADAAcAHgAiMACwALALoABQAJAAMrMDE%2FASc3FzcXBxcHJwcwjo5Jj49Jjo5Jj4%2B6j5BKkJBKkI9KkJAAAAAAAwAiAEkB7gJLAAsAFwAbADIAuAAARVi4AAYvG7kABgAMPlm7AA8AAQAVAAQruwAZAAEAGgAEK7gABhC5AAAAAfQwMQEiJjU0NjMyFhUUBgM0NjMyFhUUBiMiJgMhFSEBCCMuLiMjLi50LiMjLi4jIy6VAcz%2BNAGxKyIiKysiIiv%2B5SIrKyIiKysBCmgAAAD%2F%2FwAiAKMB7gHyAiYAzQB0AAYAzQCNAAAAAQAiAGgB7gIwAAkAFQC6AAEACAADK7oABQAIAAEREjkwMRMlFQ8BFR8BFSUiAcywh4ew%2FjQBf7F5Oi8ELzp5sQAAAAABACIAaAHuAjAACQAVALoACAABAAMrugAFAAEACBESOTAxAQU1PwE1LwE1BQHu%2FjSwh4ewAcwBGbF5Oi8ELzp5sQAAAAIAIgAAAe4CNgALAA8AOAC4AABFWLgADi8buQAOAAQ%2BWbsAAwABAAAABCu4AAMQuAAG0LgAABC4AAjQuAAOELkADAAB9DAxEyM1MzUzFTMVIxUjByEVIdKwsGywsGywAcz%2BNAEmaKioaIg2aAAAAAABADIBEgHeAp4ACQA4ALgAAEVYuAAALxu5AAAAED5ZuAAC3LgAABC5AAUAAfS6AAYAAAACERI5uAACELgACNC4AAnQMDETMxMjLwEjDwEjzXabeS4tBC0ueQKe%2FnSAh4eAAAAAAQAdAPAB8wGkABcAJwC7AAgAAQAPAAQruAAPELgAFNy5AAMAAfS4AAvQuAAPELgAF9AwMRM%2BATMyHgIzMjY3Fw4BIyIuAiMiBgcdJUsmHy4nIxUVIxBMJUsmHy4nIxUUJBABPTkuGBwYHhw7OS4YHBgeHAABACIAXgHuAX4ABQANALsAAQABAAQABCswMRMhESM1ISIBzGz%2BoAF%2B%2FuC4AAEAQf84Af0B8AAXAD8AuAAARVi4AAsvG7kACwAEPlm4AABFWLgAES8buQARAAQ%2BWbkABQAB9LoADgARAAUREjm6ABQAEQAFERI5MDETMxEUFjMyNjcRMxEjJyMOASMiJicXFSNBkx0gHCcWk3gLBBM5IRIfDQmTAfD%2B3zYoGh0BSP4QRSQlCA5agAD%2F%2FwCBAj4BaALUAAcA4AEWAAAAAP%2F%2FAMQCPgGrAtQABwDiARYAAAAA%2F%2F8AfAI%2BAbAC1AAHAOQBFgAAAAD%2F%2FwBwAj8BvALGAAcA5gEWAAAAAP%2F%2FAG0COwG%2FAsYABwDpARYAAAAA%2F%2F8AjAJQAaACrQAHAOgBFgAAAAD%2F%2FwClAiQBhwLwAAcA6wEWAAAAAP%2F%2FALD%2FIwFsAAQABwDtARcAAAAAAAH%2FawI%2BAFIC1AADABgAuAAARVi4AAMvG7kAAwAMPlm4AAHcMDEDMxcjlY5ZawLUlgAAAAAB%2F14CvgBLAzYAAwALALoAAQADAAMrMDEDMxcjopxRdQM2eAAB%2F64CPgCVAtQAAwAYALgAAEVYuAAALxu5AAAADD5ZuAAC3DAxEyM3MxlrWY4CPpYAAAAAAf%2B1Ar4AogM2AAMACwC6AAIAAAADKzAxEyM3Myp1UZwCvngAAf9mAj4AmgLUAAcANwC4AABFWLgABi8buQAGAAw%2BWbgAAEVYuAADLxu5AAMADD5ZuAAGELgAANy6AAUAAAAGERI5MDEDMxcjJyMHIzp0YGM1BDVjAtSWT08AAAAB%2F1gCvgCoAzYABwAXALoABgABAAMruAAGELgAB9y4AAPQMDEDNzMXIycjB6hgkGBxNQQ1Ar54eD09AAAB%2F1oCPwCmAsYAGABBALgAAEVYuAAALxu5AAAADD5ZuAAARVi4AA8vG7kADwAMPlm7ABQAAQADAAQruAAPELkACAAB9LgAAxC4AAzQMDEDPgEzMh4CMzI2NzMOASMiLgIjIgYHI6YIOCgUIhwZCw0QBksIOCgUIR0ZCw0QBksCP0VCDhAOFBhEQw4RDhQZAAAB%2F1YCvwCqA0cAFwAjALoAAAARAAMrugAFAAwAAyu4AAAQuAAI0LgADBC4ABTQMDETIi4CIyIGByM%2BATMyHgIzMjY3Mw4BPxQiHRkMDRQFSwg8JxQiHRkMDRQFSwg8Ar8OEQ4UGUVDDhEOFBlFQwAAAf92AlAAigKtAAMACwC4AAMvuAAB3DAxAyEVIYoBFP7sAq1dAAAAAAL%2FVwI7AKkCxgALABcAKAC4AABFWLgAAC8buQAAAAw%2BWbgABty4AAAQuAAM0LgABhC4ABLQMDEDIiY1NDYzMhYVFAYzIiY1NDYzMhYVFAZjHycnHx8nJ6cfJycfHycnAjsoHh0oKB0eKCgeHSgoHR4oAAAAAv9XArwAqQNIAAsAFwAbALoABgAAAAMruAAAELgADNC4AAYQuAAS0DAxAyImNTQ2MzIWFRQGMyImNTQ2MzIWFRQGYx8nJx8fJyenHycnHx8nJwK8KB4eKCgeHigoHh4oKB4eKAAAAAAC%2F48CJABxAvAACwAXABMAugAMAAAAAyu6AAYAEgADKzAxESImNTQ2MzIWFRQGJzI2NTQmIyIGFRQWMz4%2BMzM%2BPjMRGBgRERgYAiQ3Ly83Ny8vNzcaFRUaGhUVGgAAAAAC%2F48CuQBxA30ACwAXABMAugAMAAAAAyu6AAYAEgADKzAxESImNTQ2MzIWFRQGJzI2NTQmIyIGFRQWMz4%2BMzM%2BPjMRFxcRERgYArk1LS01NS0tNTcXFBQXFxQUFwAAAAAB%2F5n%2FIwBVAAQAEQATALoAAgARAAMrugALAAoAAyswMSczBx4BFRQOAgcnPgE1NCYnJ1YUGiAdMEAkCyQvGSIELwgjHxolGg0COwQUFA0VCAAAAAAB%2F5n%2FIwBVAAQAEQATALoAEQACAAMrugAKAAsAAyswMSczBx4BFRQOAgcnPgE1NCYnJ1YUGiAdMEAkCyQvGSIELwgjHxolGg0COwQUFA0VCAAAAP%2F%2FADUAAADfAtICBgAmAAAAAQAAAPEAZAAHAGkABQABAAAAAAAKAAACAAFzAAMAAQAAAGAAYABgAGAArgEWAWQBqAHmAhwCeAKyAtIDBgNOA3QD2gQqBHQEugUgBXIF3gYKBkYGggb4B1QHkgfICD4Isgj8CXQJ0gokCsYLFAtIC5IL2AwMDIwM4g0sDaAOFg5gDsoPFA9qD6YQGBByEMYQ%2BhEGERIRHhEqETYRQhGoEbQRwBHMEdgR5BHwEfwSCBIUEiASLBI4EkQSUBJcEuITPhNKE1YTYhNuE3oT2BQaFCYUMhQ%2BFEoUVhRiFRQVIBUsFTgVRBVQFVwVaBV0FYAVoBWsFbgVxBXQFdwV6BZOFt4XXBdoF3QXgBeMF5gXpBgeGHwY%2FBmCGjAahBq%2BGwwbehvKHCQcjhzEHUQdrB3OHfYeAh4OHjweYh6yHv4fFB8gH1Qfeh%2BGH5IfnB%2BqH8If2h%2FmH%2FIgBiAOICIgNiBAIGYgeiCcIL4g2iD2IVIhriHIIdoh9CIOIjYipiLYI1Qj0CRiJOIk7CT2JQAlCiVOJXQlsCYKJkwmVCZcJrAm7icqJ4An8ChcKMopRimcKbgpwCnSKeQp9ioIKiwqQCpgKqgqtCrWKvgrMCtiK5wrsiv4LAIsDCwWLCAsKiw0LD4sSCxiLHQsjiygLM4s7C00LWwtgC26Le4uHi5OLnguoi6iLqoAAQAAAAEMzGhqkv5fDzz1AAkD6AAAAADNl4CfAAAAAM2X4xD%2FGf6BBMcDzgAB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bRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%20format%28%27embedded%2Dopentype%27%29%2Curl%28data%3Aapplication%2Ffont%2Dwoff%3Bbase64%2Cd09GRgABAAAAAFuAAA8AAAAAsVwAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAABGRlRNAAABWAAAABwAAAAcbSqX3EdERUYAAAF0AAAAHwAAACABRAAET1MvMgAAAZQAAABFAAAAYGe5a4ljbWFwAAAB3AAAAsAAAAZy2q3jgWN2dCAAAAScAAAABAAAAAQAKAL4Z2FzcAAABKAAAAAIAAAACP%2F%2FAANnbHlmAAAEqAAATRcAAJSkfV3Cb2hlYWQAAFHAAAAANAAAADYFTS%2FYaGhlYQAAUfQAAAAcAAAAJApEBBFobXR4AABSEAAAAU8AAAN00scgYGxvY2EAAFNgAAACJwAAAjBv%2B5XObWF4cAAAVYgAAAAgAAAAIAFqANhuYW1lAABVqAAAAZ4AAAOisyygm3Bvc3QAAFdIAAAELQAACtG6o%2BU1d2ViZgAAW3gAAAAGAAAABsMYVFAAAAABAAAAAMw9os8AAAAA0HaBdQAAAADQdnOXeNpjYGRgYOADYgkGEGBiYGRgZBQDkixgHgMABUgASgB42mNgZulmnMDAysDCzMN0gYGBIQpCMy5hMGLaAeQDpRCACYkd6h3ux%2BDAoPD%2FP%2FOB%2FwJAdSIM1UBhRiQlCgyMADGWCwwAAAB42u2UP2hTQRzHf5ekaVPExv6JjW3fvTQ0sa3QLA5xylBLgyBx0gzSWEUaXbIoBBQyCQGHLqXUqYNdtIIgIg5FHJxEtwqtpbnfaV1E1KFaSvX5vVwGEbW6OPngk8%2FvvXfv7pt3v4SImojIDw6BViKxRgIVBaZwVdSv%2BxvXA%2BIuzqcog2cOkkvDNE8Lbqs74k64i%2B5Sf3u8Z2AnIRLbyVCyTflVSEXVoEqrrMqrgiqqsqqqWQ5xlAc5zWOc5TwXucxVnuE5HdQhHdFRHdNJndZZndeFLc%2FzsKJLQ%2FWV6BcrCdWkwspVKZVROaw0qUqqoqZZcJhdTnGGxznHBS5xhad5VhNWCuturBTXKZ3RObuS98pb9c57k6ql9rp2v1as5deb1r6s9q1GV2IrHSt73T631424YXzjgPwqt%2BRn%2BVG%2BlRvyirwsS%2FKCPCfPytPypDwhj8mjctRZd9acF86y89x55jxxHjkPnXstXfbt%2FpNjj%2FnwXW%2BcHa6%2FSYvZ7yEwbDYazDcIgoUGzY3h2HtqgUcs1AFPWKgTXrRQF7xkoQhRf7uF9hPFeyzUTTSwY6EoUUJY6AC8bSGMS4Ys1Au3WaiPSGGsMtkdGH2rzJgYHAaYjxIwQqtB1CnYkEZ9BM6ALOpROAfyqI%2FDBQudgidBETXuqRIooz4DV0AV9UV4GsyivkTEyMMmw1UYGdhkuAYjA5sMGMvIwCbDDRgZeAz1TXgcmDy3YeRhk%2BcOjCxsMjyAkYFNhscwMrDJ8BQ2886gXoaRhedQvyTSkDZ7uA6HLLQBI5vGntAbGHugTc53cMxC7%2BE4SKL%2BACOzNpk3YWTWJid%2BiRo5NXIKM3fBItAPW55FdJLY3FeHBDr90606JCIU9Jk%2BMs3%2FY%2F8L8jUq3y79bJ%2F0%2F%2BROoP4v9v%2F4%2Fmj%2Bi7HBXUd0%2FelU6IHfHt8Aj9EPGAAoAvgAAAAB%2F%2F8AAnjaxb0JfBvVtTA%2BdxaN1hltI1m2ZVuSJVneLVlSHCdy9oTEWchqtrBEJRAgCYEsQNhC2EsbWmpI2dqkQBoSYgKlpaQthVL0yusrpW77aEubfq%2Fly%2BujvJampSTW5Dvnzmi1E%2Bjr%2F%2F3%2BXmbu3Llz77nnbuece865DMu0MAy5jGtiOEZkOp8lTNeUwyLP%2FDH%2BrEH41ZTDHAtB5lkOowWMPiwayNiUwwTjE46AI5xwhFrINPXYn%2F7ENY0dbWHfZAiTZbL8ID%2FInAd5xz2NpIH4STpDGonHIJNE3OP1KG4ISaSNeBuITAyRLgIxoiEUhFAnmUpEiXSRSGqAQEw0kuyFUIb0k2gnGSApyBFi0il2SI5YLGb5MdFjXCey4mNHzQ7WwLGEdZiPPgYR64we8THZHAt%2BwnT84D%2Fx8YTpGPgheKH4CMEDVF9xBOIeP3EbQgGH29BGgpGkIxCMTCW9qUTA0Zsir%2BQUP1mt%2BP2KusevwIO6Bx%2FIaj8%2FOD5O0VNrZW2EsqZBWbO1skRiEKE0DdlKKaSVO5VAuRpqk8VQJAqY7ydxaK44YJvrO2EWjOoDBoFYzQbDNkON%2BUbiKoRkywMWWf1j4bEY2iIY1AeMgvmEz%2FkVo9v4FSc%2FaMZMrFbjl4zWLL0%2BY5FlyzNlEVYDudJohg8gPUP7kcB%2Fmn%2BG6cd%2B5PV4Q72dXCgocWJADBgUuDTwiXiGSyZo14HOEQ2lE6k0XDIEusexDzZOMXwt1Dutz%2BtqmxTvlskNWXXUQIbhaurum9GrePqm9Yaeabjkiqf%2BbUvzDOvb2Y1E%2BEX2DnemcTP%2FzLcuu7xjQXdAtjR0Lo5n4%2FHs%2FGtntMlysHt%2B29NXbH6se%2F%2FWbFcyu%2Br28H0MwzI30DYeYTLMXIA2EG8QlHpAsyS0EfEToR0a3utIxFPJ3kiIHCCrZ66b0e2xEmL1dM9YN%2FMwS5p01N5jMX%2FBLKt%2F1R83l0LyC29M6%2BiYxo%2FUNg%2FEF7c2WyyW5tYl8WnhWg2%2FhyySbD5UhnDyS7OcU0dnrFw%2BDfGdI7v4QfYIIzOMq9hFtY55gmvC7jZ2FK7sEdrn6IXBuucYhjsGdQ8z0yEbWkkczjjsE5hNAIZrPx2zOLZDmKNXcXtg7EMqidAEEWg%2BSJCBBNwxvxJfc%2FbZa%2BKKf%2BxoKZybnq5vaqpPTye7CiF%2BZFjxZ8%2F7Qij0hfOG%2FcowPA1rT1l4ymWnrKmxxqfErTVrpgwPlz1kC%2BOy8NMDz6c%2BIO38K%2Fx0xkPnLW8Kx6qGAoQdL%2BTD9V9rb%2B%2Fctn%2F%2Ftrxz8dUrZrD%2Fzk%2FferF0cNt1BzctmX2FZPXt%2FjnFCQNz4Ah%2FiKllGiCMs1w5Lkg0kiEwj6VTXCDKsX9rMpnvIj9pcDecXAIXMnqn2dTUbN6w0XQ9ue6FV%2FnnXCH7S3lPWGltVcLsH75ub3ab7A8M28caNrIeOr3o5Q0yFsYL80xaa0EY%2FUEczV7icUMY5pnelAkmUAXmHYjvFWFGxuqlSaow3OM%2B%2FiYY7%2Fl%2FhVELF4EjRqNR%2FbvRbOY%2BDUGzGR%2FOh3EqmE%2FugIQQguGt%2FeMYz%2F%2BL0cimjeZfQDI3phXMbMQsqH%2BCjwVz%2Fhf4idHovgVmB8gLvjbicDcC%2FNypP536E%2F9N%2FpuMibExdohBmNwyiaZdJGoigos7GpF222xrfnZhML%2F7Z%2BylaqP63Hr%2Bm7bdUkQ6%2F2cXqdfmvwixY%2Bs2ksXFeXcE%2BiX0Z%2BIow76DBNgjJ7TOdUK18iPsPflfQD%2BDPsZG2Aj9VmKMMJ4fYRrhIaxhTDR0Elh2vA6h%2FAE6xUb29mj3sjmL72petXjejPy%2Boel60M99tFduCI59N3221xe7apOvxs6aHs7vab1IqY2tv7q2xsHeHGml%2FcV06u%2F8S%2FxTjJ%2BJYc0bWEX0ukW6YmIbGkJRMdjJ9mYIH5QIdJF4hvRGyK7cC7ctImQRcUET99fGXOoft35GYLMQu%2Bg2smnkgZUrH8AL%2F9Si217IssJ916nv14ZrJrvdxLkQvrvtBcjgPC0NXOicO8Qf4mcxPqh3hgUw3DDfdvLJXngg7N3dN2zbPJSaed3OfZnMU7dvmznp3C3bruO%2BNmue0LFsy7S%2B6265%2BfCKFYdvvuW6vmlblnUI8xCXp37CrOZv4B9gauDBlYp7adcUXB5DNCwYImlXOJJKkAdvExXxVvKEYnCo%2B3eIskP9qrrfIYs71CccBjfXRC52udTHHdaP1A1ui%2FVvH1otbrLrpNXBsGX5B89QghDyimlvNB2KfkxZ5C9%2Fem3%2Bd1%2Bd%2F%2FIfFp2%2B2Oxn%2Fs%2B9n%2F79p39S3s8idN6g0yZObwJOgKUpNB3GyU0Ls0PbRzIRq4lcarLKOJBkLRzJQD4j2090XrbA7DW8K3jNF5hlGS5e4V2D17zgss4T20egOJte5iD0bReM9yjTxnQxCRj3c5kFzGJmGbNKmwGw39IJDJcXJZGMkaAB4jyJAKw0jt5IAuIE%2BA%2BU3cVAZZrq9zhDyBrU8oosuxcGNTzCKJfla7JjNVmuSb%2F%2BtuzN2H%2BX4vlB%2BPpdfMXXmuVsNiub1T34SFbjYw5itEvVi0K0Nt9pNJUMI7SLGRhf2xipfCYf8z5OdlGKayOucFeVPeS%2Fdbo3lBrbSMmwUiQN5%2Fed7g0Ds1s17IuZC5kNzM3MZ6EWCa0DtekdJfAxz%2BR%2FOX28sND7yRMTBcf%2B%2Bs8mQCQWHya4qBv%2FufeMoWyslPA9DtMxUknxkH%2FyfTnm2CMYzs%2BCq3r7PxY%2FMXomrvTEsRpfEGHa%2BWN8E1AHjElb7d06ddA7oK%2F%2B5Mdsv9EtPms0jv0Z5kf1FqPxWdFtfFr0kHfgDX0Y%2B5PRSG7RUj0tQr7rmfX8DH4G5W28kKeJLtmQsQkuwMP1pk16EV4sl7vrMJATfyUWo%2FGwEco4rh4XFQgaiUX9qxZHrMQqKnz%2Fc2d8b9TysYrAuXpP%2FRf%2FGr8b1qwwc5a%2BeuLa6S6sneNXToG2XrEJi4R5SGs8Sq2S3d97bsfCRaTdaLwKClRHt37mkudvXbjwVrLhuYeGhh56bvfQkHpk2CwvwClqgWwuBfndC3c8dwmstj81KkagcUgbfPY8Zje0W%2F82VPWJHmSq6pP8hPWpotc%2FEexDOK3qU%2BwngPhOCiO9MJRm8TJefjelrzoKnG2Bn%2B1NCUmPE4gHFmBN9jrTigRIpsACrc9Gstg58ULkp9467%2BGf%2FeFnD5%2F31lNrt2967dhrm7bzI%2BVT5m%2BfzKhvf2MzpICEm79Bopkn07lt1762adNr127LwVqQLdJ5%2BlpQDcvHPQtVY5knhYrK6q8%2FJsiP6EuhGZdFdaNszjvpqvc%2BPI0CdjN0AXsFOC3ZfALDJwr4q2Xq%2BGF%2BGNbsxUg5NLLIEXi8otcDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg%2BFB1ubjlnRNvl3o6IEU2w7fdNPhm%2Fhh%2BFLysUu6%2B%2BDLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK%2Fm4szFFR7ch0toUgBTdWHr7EpaWru6%2B6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d%2FjLST9v5YflasP6v%2FCO7%2BGNAPC2BMZWmsOjp2NNbfHwMCJD%2BLPVL%2BD%2FOYlWEEI%2F9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2%2BbBDWBud1Va4pcCn8CPqxlh%2FfgtG8IPaPH8C5wk6%2FnZDv69jurV5QhtwE0x2iqOsj9Mx8B9%2F0EaUdiPfOYYDCi%2Fq9jhWRuupMDEU0%2BCtX0sDFxv07T%2FK5niBPqN9%2BtQjgEc31NGCXFeMcCEuQBIc%2FBK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF%2FR0%2Fu5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y%2BRBgogrXPZ8E1yIHoHIFUM%2BAbJhE7lbMtt8ApL%2BxmZW7PwbjAO0fAVoXQOuiSP%2FksIVdFZ0aulsamKUzwPZ%2FNYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7%2Bpg%2BjUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd%2FJ5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7%2BRHJHP%2B2hqfugo%2FMvI2H%2Fmqr4b9tFnKSRY1Y5Ek80Nm%2FWIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw%2BnSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv%2BrWa%2FWih0vlbX6Zb75T5C0qNKVFvH1QL%2FvazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f%2BXdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS%2FxTo%2BP5wGFak62ap1PVFFN4v%2Fy%2BxuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f%2F6dhK6gQokFKhWX3urrjk%2FrnI0pgfpGMeuQIUaEM7%2BGF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x%2FGdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY%2B9yGFQtEo0GQPNv6vS2drj4%2B1jHbv3aJSMUWP%2BQTZrmbNTjU8wyG%2FiXNNpskybLcJ3CiTF5Ir%2BJYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d%2B%2FXeNRTZ9%2F1OPfG7%2B2hwzd5W3D%2BhmyjsRcUg%2F%2BCavb%2B%2BVh2ls3L7zT%2FetOnHNxeerv313vzLVqPai4nJv%2BK1FC6040%2F4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk%2FU%2BD4gTXW%2Bj0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7%2FR561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l%2BWKHmLTJwRv9E8GWJ6dYvf%2FFmEyEGr%2Bgyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b%2BtMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1%2BQ2BIRvf6J6Kgatnrbiem%2BCFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ%2BCuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih%2FxELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD%2BuOe%2BkWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby%2F%2BSSbPY8%2FNH6vpl%2FEsq3Ae4ZU1HC44KFiI9o7CEgab%2FRqHbj7s5KAg06s39ZP%2FzxI%2FmVuF%2FTbTSy%2B3Fb8If9%2Fcv7%2Bwt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi%2FC8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0%2BXxx%2F5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB%2FqM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J%2FUKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc%2FTHK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd%2B%2BU%2F3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg%2Be4As38MfGquNt7oUws6Ysarj1%2FefE%2Byst86YUVNvDdts3Pv5c8m%2FaP0C%2Bf8%2FQb%2BIMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT%2Fv27wm09jRYVc%2Fe%2B%2Biyx2tyzJb%2Fn3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy%2Ft27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj%2FS5ki1jL%2Fa0GC6%2B2L6Um%2BaoddlNFuj%2BbJ8mH%2FiaLh8I0%2FU51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz%2B1UmhTJyJGxZzw%2BwsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ%2F9pPA4RKTASWahmh%2B8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ%2FtHnODtENw%2F2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8%2B%2FElg5j4Gxur3J8o2PJ4rg%2B2d08T%2FfwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r%2FaMMj8onCP%2FDuDZOuN%2BGPPr%2F%2Bp7bx%2B7JlbYdppcNhzKU%2F1Px5aiaGDn%2Fs1iGMaBcleKUo%2Fv9rcxkZj7DBEKOfrayytXNLYiUdBY%2BpleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF%2FQa9Pdf%2FQqOSqCiE%2FEE1%2FXIVKTc2tzWbHnimrEd%2BVyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu%2FkzIdx%2BBxC0ay9zRSvoS0F2lIxI%2BX7klU63I40gLQ3w5ep5na%2BSFnba3z5D64zv%2BQtM4n4ffG3tq4aNHGRfxgrXPMim%2B5487abL7xhdseIRn1KDl%2B7aINixdv0OD%2BJSPwKf5%2BxoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz%2B9a%2Fv2PH1Hfz9236w%2BZrPXvWfAxlj4NLLHpq3c%2FPQ3uvmvbrjG7fe%2Bo2y%2FcLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF%2FtkkOGPW2ibWaBTkeZ%2FdvPWazXfOnnvL6jkRXpi85sFzZt%2B55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG%2FyVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6%2FOU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR%2Frg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x%2BMJiOA3YwhDRQrWU0u%2F0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0%2Ba0uoiFH%2FxcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL%2Bj3D%2FuwhBRdyAyozeZwvQzs79soi%2BBKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo%2FybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM%2B3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho%2FVDkzQfLE%2BIrYoJXkD19pdP7OwG%2FvoIUtagiWiZ4PAFTHHlTVhRZ7dYmPar%2BNJ%2B8JhmR6DFK5DV1foHoLNO%2FpHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj%2Bi5%2B%2BWZfKeViJfW5HnUakVL4UCNVkA4%2BETfIqx4B5xSaP2L1yn0zn2ltPn4%2BOqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL%2FNNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE%2BcPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP%2BKps8J9%2F3mGQIteY%2FLGPC%2BL7872SPR2br5fy8MtKBMHedGuM28%2FMZmPJMrGgi3Gb1S%2BSi1%2FL%2FzrZwO9XH1ce%2Fz7ZQ1WSoY%2F%2BpMb5FT4ua0Wm%2BJf%2F298nFmChEQ%2BTi71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa%2F1IFO1%2FjdWr%2F8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc%2BKJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3%2FtM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB%2Fyox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt%2FqMDnvLpPNTXfNa60z5%2FyjXQOMq%2BlNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd%2BRiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb%2FpBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap%2F30lnVESgNnvjbUoT6w9N%2BXoio0qcYOIM%2Bheg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X%2BPE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa%2BdAdAbMYX6HVF8A%2B7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf%2FNf%2BNy65BhYxxxV%2B77XJ2wfQ389%2FIQPgajXbwMsuAz%2F0IaQcXJavKbRqR2IqyZruXjVC2%2Bhdee%2F5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab%2FwXl2CNe7s%2FqCtTvWgG5kpBmCBlSzDS%2Fr8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8%2FNCfiOUVirYcBbIeA2%2BiF68rQIo3B%2FS628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935%2Bk1efkV51mzzrM0LL3%2F20avnwMeKuWyOUZg2TasSqZ%2BKcZQiOn1Iu2Vh497ALUVZiCKt%2Fgh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1%2FuzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb%2BokJ5JRDyf54Axur1D%2BWS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt%2Bt%2FqW2%2B93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz%2BtJo%2BwijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF%2BkuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj%2BZ4i%2B42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA%2FhRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz%2Bx%2BFkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3%2FRTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY%2BuSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN%2BfiK86LeXj%2BSc5lPKy%2Bk%2FvCUI%2FDaLFYCWHr6nbXuILTIsb5imNKY%2FrCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T%2FyOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH%2BL0eCPxmsa5ZpgRJSDZ11yDv%2Bjmbd86vxZfc1WcZJ3UkMq1BOOOVtvu%2F%2BpB%2Ben186d3GTwWAw2jheaJs09%2F%2BLNfZft37DALyrNj1wABMuUKbODyTVnT%2FKYbJ3Tpq8IrNh92dkxOj5P%2FYpZx4%2FycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB%2BcV99%2FeTF6294dA8%2BTK6v74MHVpYNRt%2FI30e8QGTOOdfGWzzxcy%2B87a7bLjw37rHw1nPzp0KyyRSeZO%2BQQhInt3dYgvycjrPOv%2BT8s1rptaP84VeywdWX2T4ysr0%2F7TLIs6%2Bx9zib56ye1dM9e%2FXsZmePY3NDs9zlnNVt4%2BWgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS%2BXPplV2ts4bvCwZu%2BKzgITtxepaPRzWdpv74muvv6RO0SorX6cu%2FdqKn%2FXWnrtp%2FZragz13DUCl5myiFW2Ycvb0PtsXnU%2Btx8pvLFbUspLX68mdegwmOif%2FNPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3%2FjdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx%2B6arPqbkcNAHoFPzKUUQ%2BqL0k97pjbZv1I%2FegC9zTFbrrlFpNdmea%2BgIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV%2FScS%2BzjlASyUTVv%2FAJ46gkJI4bHX4lTnloctxPZE1ckS3%2BjG2fKIjkQFyzuo8jvYQG1OrGvJPSTu%2FnSp9PHNTl4z5hK%2F8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt%2FwkSx%2FJCmP5%2FcBKQfl%2F5gd%2BrOS%2F%2Bp91%2F%2BYCg5CXK2W4M9fu%2B%2F6xxX%2BvnelVuldIDCG0VQTpU9Dw4pRfei%2B6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15%2B5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl%2F5bqzYqT9hMmptEXDgTqP3Wiye%2BsD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC%2Fv8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4%2BTi7W9D%2FOZrLChdwxmPNiBRqVjnpK%2FaGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3%2BOfU5%2FieLS%2FNuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD%2BN2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad%2F3t2KTtPobnX6D8C8pd0MDP%2BKx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE%2BJGTS3JoEhTrz8%2FCB%2B5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk%2BhtwN5A0V3RCPoD%2FyXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps%2Ft%2B0iCT3AHVtZC7JDCXfR7OSb%2FXja5H3zQbZL1B%2BULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset%2BnQWdS%2FZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5%2BLhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW%2F3Q5Nn8BZEuzqEI7HK3n0%2BzFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj%2FmQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2%2FBWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY%2FyCZu%2FAmd5Or9uS3DYaeqVOhH7gZN%2F8I%2Fwi1fEuLXvyNivibjuKvN%2B1Nc01HF%2F3h%2Bef%2FsOhox8MPd5SFucPjorQwXT%2BytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP%2F79nbvCXFOY%2BPUjrT7%2FotsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9%2Bpbs6E%2FVu7Nk642%2FPYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu%2F19%2F5QW9Rv1U1ridT22i%2B53pzumbs%2BXFFXYC%2B%2BCGsTj5JUT%2FGCgRt3n78i2n71FHG4%2Fu6X%2B%2B9%2Braya7os3ZbDmgWfXun44e%2Bu2NZKuGZ0HiF8M4TlMPR%2BEU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l%2BuXrbjPUyep%2B8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq%2BNzK%2FOKSbsfl79o9G20R%2BbrBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery%2F7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1%2BSdazRrfddkBU98t1htvWrbjqSqjaCguxrffM%2F5zDCpBALUycmajhd%2BR6ww4SWafuZ5eU%2BtPid4lgd3gt%2Bb%2FY9rQoZNmiXYPXyRHbRs8zX%2Ff4WIFjWZJtUdSD55AP3xtXH%2BZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy%2F8F0GoqYPv75Yh9j3x4DuJ%2BuEzHRpAq2lMqb%2BqfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT%2BLUgx0Pg%2Fp87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv%2Fu9ZUWUx%2BPYFueUKwaNvbtu%2BXps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L%2FBehXuHqfaBwBEU7hfVLcXvS4VQv%2BT%2FvaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq%2Bk4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S%2FtkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP%2BEaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP%2FdsZ8%2BfP75D%2F9Uu5Gs3FY%2F2SxPld0DHOciXI9gqjcEidXjE%2B3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8%2BLTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7%2B%2BwW4gRDRbaxw2nrOGm%2BxOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot%2FFpHvIUjJovFEoYvHYV9C5Y%2FxN9OfcalvII37UEhTbTg%2FAQIaPb4Vz6j5u8%2FaViycMod%2FfkDcpu8QZbZoeBi%2FvbzP3XPsZvOubMtaPHkD9jt6%2BU2O7vqU%2F9C9SMvgrXpQNG%2FE0oJxun%2BCiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp%2FVAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y%2BpGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr%2BP2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr%2BP30f3OkPQ72aO0xYo3%2FEsmO3QO5qEF8S0qQH0UsKXv0brnl9%2B8M7jF174%2BDsfvPOl1au%2FRL5%2F9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x%2B4ofw%2B3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ%2BpYl%2BSf8YcurfmXP5F%2Fkj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0%2FOM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw%2B1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g%2BRn533qkocdvLs2HmhU75br%2FMmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3%2F3pYNi3bS%2BRd%2BGjOfVpAPNd6y64Gsz1GaZleWIPoYL%2Fv9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk%2FIojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB%2F36kP%2BK38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL%2Bx03nhh%2BoNo5e77psxg9Q5LzebIKD%2BfsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O%2Fkdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P%2FF7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF%2FBRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm%2BRdmIJQST%2FZfVdudUvh9S%2FqqNvqT98g9SQ3lHibZY0mRVHooyDN%2FFHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi%2Bd0s4%2Bztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr%2B1VZFcEZ%2FPdJkn1hOs8SXS%2FNFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq%2Brbyg1Z%2BO8VsNC1UmcvORPRfxtPrfRwL2p%2FoA1eZp6Z%2FaGffoewaXcA%2FxBlKlQLfhQL%2FoPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp%2FbXh5e5YXW2Ngfvza0ZF6UgFL%2FE0fTq4LBlvTE2qb%2FKuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8%2FVWi33c3bBZnGY05%2Bdm%2B3qc7fNmj4YGKLj2nfqFP%2Bg7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j%2BSYEWHlZ0K%2FHgsh%2FZtsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D%2BYVyKd0jw3iumwi%2FBC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc%2FJ5uGm6CViW5mulYMk%2BHqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br%2BfcLyoAyu8D9B7bgmzUqfFobF5nKnK4%2Bt8MPJkI%2FxHUNWk117jugWF%2BxazTAALQn6%2BUE9lhoI5ApGA%2FiuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL%2F3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n%2BjspIsHFjJrTOdzSMuOa9DbDcj%2FnH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U%2F8JbJZPJJLBLolH1La%2FRbF9AbC8JJjv%2FmMnssKjLRBJyqj9QXxNko0Ux%2FX79epfiXkm6fmKwF%2Fen1HLc6LxloXWKvGa5rVCVL83VuiPcDEX%2FK5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS%2FkTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv%2F36k2sbqCeCFNa%2BURpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR%2BD79H56NOz0EVWCTy2%2FfffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ%2BT%2FEl3uZqL%2BFyzSZ8XxpTiI%2FG0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ%2BeuOeG2SORmKZr%2FqKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya%2BvlKqv6aXK1qIj3imL%2BL6hL%2ByvUlFfE0VKZ7E8gBY3M%2F8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry%2FLgZIlCeP11Z4zs%2FAwvVwtGFEut5S1JY4lfyT0N%2FevOLo%2BrUEgjcqc9IkGpQbv3iW7Co5b%2BKgjvpzYdH85PLcc4X21ouwEGl%2FS4qnUAvoSlXUUhR1eKr2VWFTB%2BGMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH%2FqPepXQ0Db77CJOAImohB%2BRPWr31ev5g%2FkE%2BzTa4lbvZo8xdWPffQu9yJTPCNB66s%2BzXoJt%2F0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0%2B3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80%2BUxfUHPlBZIRVNQ%2Bv0xRm8REKPoLmNr0%2BUo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV%2F%2Bmfr0C0r%2FNkeXbbpPlOTBBwT0mVz1zx9S%2FwJecBF9Wgv3p032iP2v4VSgfgW2G%2BHUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt%2FQRasn2kri%2BH6L80MJRsmVYJrAKyDItpJUy3%2F15WYIJqcJ9Q5N%2FLFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb%2BIP8gHed%2B6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha%2FfJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG%2FXbOFz%2BTcq2MLrcmV28Nmi%2FOHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw%2BluPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs%2B31Wm5qpH%2BiJWSzqdPr2O7zc2TmtnrzCig6bBd%2FvgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I%2FMAp9q9S3Q%2FclADNm1wEeO%2Bxbwg5OIYHZLY3ehG5lJk2xhco%2B6JWybpEVz2wrR6hZyD0QXZbeDVB%2BonmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P%2B1fAll%2BSyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y%2Bcf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY%2Ff%2BucuMtCuP%2Fe4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn%2F%2B7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7%2F6B23%2Bf%2Bsp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz%2FQ0hI0m3NKDRfkgsrnamo%2Bp0CAq1FyvC3a3Nak%2Fs5VX282x9Ufy3E39VAx6o7LpCvO2wK%2Bch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5%2BjP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00%2FWavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR%2BgufwA8GegxUEo4A%2Bgd0BASHiH6jYMLIsUdQJTs%2FC641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW%2BAMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA%2FxUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA%2FE%2BDXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX%2Fk%2F7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh%2FTK18StOPhwG9Xo5mqXAxvw%2F79YQwwDR%2BnAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw%2BoTFqxtz8dxwtogBnF9MjIl%2Fin%2BK8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O%2BGC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6%2FOC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx%2Bv1UKPsfvzQU0Kc83i2VdILmd2%2FyX55zT9luN2%2BCu4nKfwPcK%2FCvDVU%2BpHh8%2BLaldIf1fA5h3ndT6Fln9%2FW%2F9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW%2Fuib%2Fud%2BVK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M%2BVG0KsUdgdvpgP%2F6NqqP0%2FgHZFUfGEijZLHpiIgvV5%2FBltrj8Qd7XQd5p4P%2B7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z%2FvvacG%2Frjpsvnpzs0B1Id6fmX8119l88XnOxe%2FuGrzzHcdu7UtY3%2B2vmXN5zUyj3ZcPl8p1sZSs6%2FnGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q%2Blwg1RdRSpFDNzosb44YJXnAfoEOpZW%2F%2F6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21%2FBWW5DnPQbn2X1WK43%2FaM2n18DfSoybbNHijFpamzXI31eRibGUOxSu%2FlT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO%2FVjC%2FEinToFyoNDz2p9XD6g78WgQdPG7Z3R0T%2FZ5dTM9lsL8Ktek7szl2L%2BgQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T%2F4VeamYPlLtffdQsk%2B2sUTY%2FzDXl%2F05W53%2FBz9UK3p7LjapZ2ZxOm%2BUlZXrL3HHGqO8%2BwVroDaCTTnTxitMxmiAAYQzVJQH%2Bnj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj%2F9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz%2B3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62%2FqN%2FtjQxnSnhnKPw%2BLNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh%2FLvQZnt0evgIhTFV0kE%2FPYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8%2FCj1Y9NY6cnGVW0CjTLaz7E3epvaT%2FLtTV72Rs%2B0WVVmd0dz%2FMGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf%2Fz%2Bfdka%2BeKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ%2Bbewnf18ap4Ib%2BmSMrtDU5zqlD8QANa5MBGh%2FOwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq%2B7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2%2BYuMbmE9dwGYB4KFTsvnDE6Ah47r%2FfE3AYI%2BoXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU%2FA%2FJsw%2BvWDa%2F7emewLaoeibaF1B9qUNnuqWK3%2BUfXYVL1v%2FomD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk%2Bgk8pL0mcCDOn08MDAQlf%2B%2FSlTZ1z12fnqntOhbOTL9%2FZdevbAPN%2Byby1f%2FuUtC%2Fixm8ZBo59LTXEW060hGrTDplNprWd58fwB%2Fb%2FE27BdS%2Fs7U%2BrGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt%2BKh6HN4ti6lxIhT%2FwahnZtWwzlY9QHQ2c79C%2BdxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah%2FPFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn%2B2MnYv36dbMDBTonl%2FT%2Fma5IKAyEGz%2B4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK%2Fyp%2FgLEBVat5WnPDdKA574ubuFJ%2FIUfZ%2FY2Nt6mN%2BZNNTSTaeI56gKwkXerTe9DDHUw8%2FH35FY3nNN7GGuBKWhrV9ep%2B0k1WjNWVaHkW1yA%2BQHWNu8rtBw2a5YXuE40rs7%2FGA%2Bj09V3hA98yRnFPOGr8ltGlsFdD%2F7tRce3LH6Trcneuiy7K7J3khKu%2B3qUaXPWaX7T6%2FKfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM%2B0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz%2BXmcOs1H31U6cC6RTVLfCg7RNBF1UF2%2FwBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH%2BWC0E1qOGtP66s1MYv%2BVLu8%2FXFXvV%2FZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86%2F1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp%2FlYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm0MhG1%2Bx1SXwLpFi53b%2BaHRYo%2FIrbZtuWAKu5cSEXfybnnmUCaXGTpQr0xK2O2WWY76f%2BnAjNVf7nCZHU5XqIkTnpt6VtvsFlPXg1031g%2FVRdpkkyVpD7jnmax88QwDvg%2F66NnMRdRXTcGTmQc3cuINwN5IQqi0yzb%2BYFVHuVqI5s4ADfg5oE4ybDLd28mFSFmYvRoomsWXEdLU2Wl3GJy93ZNb%2Fd5gqmNaqJZSO1l6PVRy0nZIj%2F45EetjLguh1rLqR%2BSK0hO6NrsqcNX8zoUdjQYDJ7tb4os6%2Bi%2BY0qpY2AWlnLRDWdGFTfGY1gV0zNAtJ7pdo24se0D88AwLY%2FgZmE9iuP4V5v7CSR%2FRThaHLh%2BUeBkXwU6BC7lGOevK65udTv%2BtS%2FPfW7qj3ljTcj3b9OkbV85t8xsMj7Ddj7DGpthZKwKPvso%2Fc%2F1K9aLE12fMWLV1y1D9ua8lyJdWXr%2FbG%2BnoCFutf%2FmLILe39ITUV4igr3876fpX5g2zeB52sWnIL4fXHlgeUzOx5QfIvJQyrKQE9wHUqVq%2BPEaOrz0wVvNbJZVSfsuMzxN4l9PkedFzw9V5Dj%2BnzpgoT4ZxCxJfC5RWLc74YVHxKlExCYt0JAOMatREhHBSCAtSfod6x6Ls8HCWECLwXZ9nd5Dz1T24JUdWs6fU3%2B%2BfcnT49Qe%2BkBs%2BwdsMZgPXMp3U5S958snPP%2FEE7bvkOPCuTUDTUQ%2FUzirLhML9yPahoe1D5Fj5jWsaoveyP00PehdUAHk%2FseDVWsvDWXXXsyn%2F4wfpXc2V3%2FQxli3jl%2F5hj%2F83avSCfpTNxOEKLmTjxOEKuxgNlsQn0xgct724mhynupNW1Ph6o3RYS3%2F%2B2TJrzLlkFz%2Bip3qCHKf6eqW02QJLjBYuuj4sobhCWqa%2FYHGEHpcnumuWSOhxeaL7sOakNR6vvmo%2BYcfFA8UFXEPZf9UjyudIOyNwx%2Fi90DdsujS%2FFX2UAwvWSVK4NxaMhAGw3oowp%2Fuc8CTi7D2rBgZWwb%2F60faR7SPsEbjkXy4G0XaqhXPwe2cePjxjxuHD6ssQuR1fq6PF0E%2Bo2t1nePTn8TUmxz%2FA3crMoCc7egESuoTHYc7mYdg6etORoOhR7BBGD%2BqJopELrl4S6cJNRtEAsLP%2FOdvnJq0Wo0GolY2Et9VFB2Kf%2B4bZvVyxfOMz3WdFfSIryj6DwWghre7aQbdiDrkTL3A3vNDuDpk93HqXwam%2BbWmUJZfNn5ozKV5Pmmq8PF%2FjVY%2B2Tlk2M2RzSXKjmbQ4RZcQavEYrN%2F9rlXwtIQqzxQNMzPPfHYLvuPoO9TbT8bpGw5CQPGd%2BSyX%2FCyf0Vxjd2R9NmsunnXYa8xGHzn%2BsSfM5J0y0DZEXWWxkXjcR75KBLNLHi7XvX2G8VOrf4Ykg0AMdBESIpo7MgAfyakA6rkqpI6UjNs0px7cMV%2BD5BF49Tez1VGnYmq0WIijp985m4Sn2gJR9b07riPPFo97OYbUZbxJCpot7H%2FlpZBicglCPN7WOfJkcHqc3ElWqvvz%2F1E6bIQrG%2Btz6WkM1SM9FBTR7FSs8KyBBytSmNEoquJNFN5EQyTiCrnKDx1h58yxCepPHU5nxGoxEQeeOZi2m80DxNxncVhr6BmEfUarxejw%2BWSiHhWk19bSY7aKR5MsteblJpfTLtjimBouXsm3d3djjYM%2BwEW0El9dM%2FueVRWIsXwe43R7SgbVZqrnqoJ1X%2FkuF7pcgf8duv4q6vayV5U9zMV91GxO59UUjW8rHV6u799WzKMT7umRCXbYUKM%2BfoaCcwgaoqZUtmodV3p%2BX7akb4dnU9B9La38RPFUG2SCC90tVA4XwEFhyOpZZrUCsgWYHsczLFBBVGNtstoN1bw0Z%2BO4fYIbvZVt4EUcJEKOhHeincWqONw%2Bq6w5Go%2BWGOSR7LhKV%2BKBqbBPpfUvOf9QqkpDyVhBeyyZQGMsdA5FBUqvFMtUyGq9vjnsAJU4UcrxldP1CCaofyDkSAifoP5QwWx%2BSyUGxp75BzGAvtG7uQ38LehlyEQMeh0TeE6Bm7tYdXqdkt0uOb3kfYlNwmOdDyacOq%2FqlFo1v%2BPTmTi3E%2FglC9W11b34A22zmLzvb231Q0L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YCJgAAAAEADgAIBEwEnAAfAAABJTYWFREUBgcGLgE2NzYXEQURFAYHBi4BNjc2FxE0NgFwAoUnMFNGT4gkV09IQv2oWEFPiCRXT0hCHQP5ow8eIvzBN1EXGSltchkYEAIJm%2F2iKmAVGilucRoYEQJ%2FJioAAAACAAn%2F%2BAS7BKcAHQApAAAAMh4CFQcXFAcBFgYPAQYiJwEGIycHIi4CND4BBCIOARQeATI%2BATQmAZDItoNOAQFOARMXARY7GikT%2Fu13jgUCZLaDTk6DAXKwlFZWlLCUVlYEp06DtmQCBY15%2Fu4aJRg6FBQBEk0BAU6Dtsi2g1tWlLCUVlaUsJQAAQBkAFgErwREABkAAAE%2BAh4CFRQOAwcuBDU0PgIeAQKJMHt4dVg2Q3mEqD4%2Bp4V4Qzhadnh5A7VESAUtU3ZAOXmAf7JVVbJ%2FgHk5QHZTLQVIAAAAAf%2FTAF4EewSUABgAAAETNjIXEyEyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAyABYRMT%2Fp8RDPn%2BbxQLDPb3DAsUAZD7DBEAAv%2FTAF4EewSUABgAIgAAARM2MhcTITIWBwUTFgYnJQUGJjcTJSY2MwUjFwc3Fyc3IycBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAfPwxUrBw0rA6k4DIAFhExP%2BnxEM%2Bf5vFAsM9vcMCxQBkPsMEWSO4ouM5YzTAAABAAAAAASwBLAAJgAAATIWHQEUBiMVFBYXBR4BHQEUBiMhIiY9ATQ2NyU%2BAT0BIiY9ATQ2Alh8sD4mDAkBZgkMDwr7ggoPDAkBZgkMJj6wBLCwfPouaEsKFwbmBRcKXQoPDwpdChcF5gYXCktoLvp8sAAAAA0AAAAABLAETAAPABMAIwAnACsALwAzADcARwBLAE8AUwBXAAATITIWFREUBiMhIiY1ETQ2FxUzNSkBIgYVERQWMyEyNjURNCYzFTM1BRUzNSEVMzUFFTM1IRUzNQchIgYVERQWMyEyNjURNCYFFTM1IRUzNQUVMzUhFTM1GQR%2BCg8PCvuCCg8PVWQCo%2F3aCg8PCgImCg8Pc2T8GGQDIGT8GGQDIGTh%2FdoKDw8KAiYKDw%2F872QDIGT8GGQDIGQETA8K%2B%2BYKDw8KBBoKD2RkZA8K%2FqIKDw8KAV4KD2RkyGRkZGTIZGRkZGQPCv6iCg8PCgFeCg9kZGRkZMhkZGRkAAAEAAAAAARMBEwADwAfAC8APwAAEyEyFhURFAYjISImNRE0NikBMhYVERQGIyEiJjURNDYBITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NjIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR39vQGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHQRMHRX%2BcBUdHRUBkBUdHRX%2BcBUdHRUBkBUd%2FagdFf5wFR0dFQGQFR0dFf5wFR0dFQGQFR0AAAkAAAAABEwETAAPAB8ALwA%2FAE8AXwBvAH8AjwAAEzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2MsgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR0ETB0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHf5wHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0ABgAAAAAEsARMAA8AHwAvAD8ATwBfAAATMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYyyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHQRMHRXIFR0dFcgVHR0VyBUdHRXIFR3%2BcB0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHQAAAAABACYALAToBCAAFwAACQE2Mh8BFhQHAQYiJwEmND8BNjIfARYyAdECOwgUB7EICPzxBxUH%2FoAICLEHFAirBxYB3QI7CAixBxQI%2FPAICAGACBQHsQgIqwcAAQBuAG4EQgRCACMAAAEXFhQHCQEWFA8BBiInCQEGIi8BJjQ3CQEmND8BNjIXCQE2MgOIsggI%2FvUBCwgIsggVB%2F70%2FvQHFQiyCAgBC%2F71CAiyCBUHAQwBDAcVBDuzCBUH%2FvT%2B9AcVCLIICAEL%2FvUICLIIFQcBDAEMBxUIsggI%2FvUBDAcAAwAX%2F%2BsExQSZABkAJQBJAAAAMh4CFRQHARYUDwEGIicBBiMiLgI0PgEEIg4BFB4BMj4BNCYFMzIWHQEzMhYdARQGKwEVFAYrASImPQEjIiY9ATQ2OwE1NDYBmcSzgk1OASwICG0HFQj%2B1HeOYrSBTU2BAW%2BzmFhYmLOZWFj%2BvJYKD0sKDw8KSw8KlgoPSwoPDwpLDwSZTYKzYo15%2FtUIFQhsCAgBK01NgbTEs4JNWJmzmFhYmLOZIw8KSw8KlgoPSwoPDwpLDwqWCg9LCg8AAAMAF%2F%2FrBMUEmQAZACUANQAAADIeAhUUBwEWFA8BBiInAQYjIi4CND4BBCIOARQeATI%2BATQmBSEyFh0BFAYjISImPQE0NgGZxLOCTU4BLAgIbQcVCP7Ud45itIFNTYEBb7OYWFiYs5lYWP5YAV4KDw8K%2FqIKDw8EmU2Cs2KNef7VCBUIbAgIAStNTYG0xLOCTViZs5hYWJizmYcPCpYKDw8KlgoPAAAAAAIAFwAXBJkEsAAPAC0AAAEzMhYVERQGKwEiJjURNDYFNRYSFRQOAiIuAjU0EjcVDgEVFB4BMj4BNTQmAiZkFR0dFWQVHR0BD6fSW5vW6tabW9KnZ3xyxejFcnwEsB0V%2FnAVHR0VAZAVHeGmPv7ZuHXWm1tbm9Z1uAEnPqY3yHh0xXJyxXR4yAAEAGQAAASwBLAADwAfAC8APwAAATMyFhURFAYrASImNRE0NgEzMhYVERQGKwEiJjURNDYBMzIWFREUBisBIiY1ETQ2BTMyFh0BFAYrASImPQE0NgQBlgoPDwqWCg8P%2Ft6WCg8PCpYKDw%2F%2B3pYKDw8KlgoPD%2F7elgoPDwqWCg8PBLAPCvuCCg8PCgR%2BCg%2F%2BcA8K%2FRIKDw8KAu4KD%2F7UDwr%2BPgoPDwoBwgoPyA8K%2BgoPDwr6Cg8AAAAAAgAaABsElgSWAEcATwAAATIfAhYfATcWFwcXFh8CFhUUDwIGDwEXBgcnBwYPAgYjIi8CJi8BByYnNycmLwImNTQ%2FAjY%2FASc2Nxc3Nj8CNhIiBhQWMjY0AlghKSYFMS0Fhj0rUAMZDgGYBQWYAQ8YA1AwOIYFLDIFJisfISkmBTEtBYY8LFADGQ0ClwYGlwINGQNQLzqFBS0xBSYreLJ%2BfrJ%2BBJYFmAEOGQJQMDmGBSwxBiYrHiIoJgYxLAWGPSxRAxkOApcFBZcCDhkDUTA5hgUtMAYmKiAhKCYGMC0Fhj0sUAIZDgGYBf6ZfrF%2BfrEABwBkAAAEsAUUABMAFwAhACUAKQAtADEAAAEhMhYdASEyFh0BITU0NjMhNTQ2FxUhNQERFAYjISImNREXETMRMxEzETMRMxEzETMRAfQBLCk7ARMKD%2Fu0DwoBEzspASwBLDsp%2FUQpO2RkZGRkZGRkBRQ7KWQPCktLCg9kKTtkZGT%2B1PzgKTs7KQMgZP1EArz9RAK8%2FUQCvP1EArwAAQAMAAAFCATRAB8AABMBNjIXARYGKwERFAYrASImNREhERQGKwEiJjURIyImEgJsCBUHAmAIBQqvDwr6Cg%2F%2B1A8K%2BgoPrwoFAmoCYAcH%2FaAICv3BCg8PCgF3%2FokKDw8KAj8KAAIAZAAAA%2BgEsAARABcAAAERFBYzIREUBiMhIiY1ETQ2MwEjIiY9AQJYOykBLB0V%2FOAVHR0VA1L6FR0EsP5wKTv9dhUdHRUETBUd%2FnAdFfoAAwAXABcEmQSZAA8AGwAwAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBTMyFhURMzIWHQEUBisBIiY1ETQ2AePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnL%2BfDIKD68KDw8K%2BgoPDwSZW5vW6tabW1ub1urWmztyxejFcnLF6MUNDwr%2B7Q8KMgoPDwoBXgoPAAAAAAL%2FnAAABRQEsAALAA8AACkBAyMDIQEzAzMDMwEDMwMFFP3mKfIp%2FeYBr9EVohTQ%2Fp4b4BsBkP5wBLD%2B1AEs%2FnD%2B1AEsAAAAAAIAZAAABLAEsAAVAC8AAAEzMhYVETMyFgcBBiInASY2OwERNDYBMzIWFREUBiMhIiY1ETQ2OwEyFh0BITU0NgImyBUdvxQLDf65DSYN%2FrkNCxS%2FHQJUMgoPDwr75goPDwoyCg8DhA8EsB0V%2Fj4XEP5wEBABkBAXAcIVHfzgDwr%2BogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K%2Fu0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf%2B7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY%2FAT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX%2FdQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K%2FXQYGf5XDB4CBggEDRkBqRkYAowKDsgOC%2F4%2BCw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJy%2Fov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2%2BDCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ%2BAjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL%2FpYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ%2BAjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L%2FpcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv%2BlwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB%2FAI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA%2FK4KDw8KA1IKDw%2F9CDIKDw8KMgoPD9IBwgoPDwr%2BPgoPD74yCg8PCjIKDw%2FSAcIKDw8K%2Fj4KDw%2B%2BMgoPDwoyCg8P0gHCCg8PCv4%2BCg8PvjIKDw8KMgoPD9IBwgoPDwr%2BPgoPDwSwDwr7ggoPDwoEfgoPyA8K%2FK4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT%2FtRSdmQpOzspA4QpOzsp%2FageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE%2BATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH%2BWwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT%2B%2BuSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF%2F%2FtQKDw8KASx03qP9wAwI%2FjQIDAwIAcwIDAwI%2FjQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ%2FAScmND8BNjIXAUEBAgkMDAn%2B%2FhUZ%2BgoPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg%2BEeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY%2FATYBQQECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK%2FRIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd%2BhGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk%2FnBkAfQCvMjI%2FtTIZAJY%2B7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs%2FUQBLGRkZAOEZGT%2BDGRkAfT%2B1AEsA4RkZGQCWP4MZMgBLAEsyGT%2B1AEs%2FtQBLMhkZGT%2BDP4MAfRk%2FtRkZGRkyGTI%2FtQBLMhkZGT%2B1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI%2FOD%2B1AEsyGRkyGRkASzIyMgD6PwYA%2Bj8GAPo%2FBgD6PwYA%2Bj7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI%2FjAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAwYCqggI%2FjAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg%2F9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj%2F%2FwRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4%2B%2Fj4dBLAdFfuCAbz%2BQwR%2FFR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY%2FATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2%2FkQLEAFOBw45BhcKAcIKFwY%2BDgdTARABVpYKFgROBBYK%2FdoKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw%2F%2Bsf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg%2F%2BcA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP%2FagOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE%2BBAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT%2Bz76Hh76H%2Fu9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K%2F7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE%2FAQEDIQMCqQGBFCgSJQkK%2Fl81LBFS%2Fnk6IgsJKjIe%2FpM4HAwaBwcBj6wBVKIEr%2FwaMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu%2FVoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU%2BATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD%2BDCk7AQYLFyEaAdc5dWM%2BHy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb%2FK5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK%2Fgy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL%2FtQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI%2BAzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI%2FOCnpwMgpwACACH%2FtQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ%2FnAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V%2FagVHR0VA%2BgVHR0V%2FBgVHR0VAyAVHR0V%2FOAVHR0VBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR3dArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V%2FagVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V%2FOAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3%2B6WQVHR0VZBUdHf7pZBUdHRVkFR0d%2FulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA%2FAAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA%2FAE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG%2F5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V%2FgwVHR3%2B%2BqfIyAHCASwVHR0V%2FtQVHR0VAlgVHR0V%2FagVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V%2FgwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd%2B7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH%2F0SHywsBIT%2B1AEsA%2BgsH%2F12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs%2FNJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7%2B4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4%2BrWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab%2FG8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ%2BBQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ%2Ff4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA%2BhsAgYUFR0OFgoFBmz9BQGQMje7%2FpApOzspAfQpO8i7o%2F5wpbm5Azj%2BlqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp%2FgwpOzsptsj%2BtKW5uaUBkKW5%2Ftf%2BljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml%2FnClubkCfwFTCAj%2BrAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn%2BDCk7OymZZ6W5uaUBkKW5G%2F7TBxUH%2Fs4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX%2BcKW5uQHKAYsHFQdlBwf97QcVB%2FgHB2UHFQdvCBQETBexOyn%2BDCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH%2BAcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE%2BAQgIFAgBBAcFCqrICggBCAgI%2FvgICsiqCgUH%2FvwIFAj%2B%2BAgFCq%2FICgj%2B%2BAgIAQgICsivCgUDlgEICAj%2B%2BAgKyK0KBAf%2B%2FAcVB%2F73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ%2F%2BMB0VZBUdHQRMHRX%2BSgHFDggV%2FBgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ%2F%2BMBUP%2FjAdFWQVHR0ETB0V%2FkoBxQ4IFf5KAcUOCBX8GBUIDgHF%2FkoVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ%2F%2BMBUP%2FhQPDwHsDxUB0A8VBBr8GBUIDgHF%2FkoVCA4B4A4qDgHgDggV%2FkoBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS%2FNISGRkEMv4OCx4L%2Fg4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2%2BsgVHR0VyBUdHQGlyBUdHRXIFR0dA%2BgdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw%2F%2BFA8V%2FjAPFRUPAmQBthUIDv4gDioO%2FiAOCBUBtv47DggVA%2BgVCA4AAAH%2F%2FgACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL%2BMQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX%2BOQ4JFAPoFQkP%2Fj4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA%2BgVCA7%2BOwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW%2B%2B4WCQ8B9Q8q%2FfcD6BUdHRX8GBUdHQQ5%2FeQPFhYPAhwP%2FUgdFWQVHR0VZBUdAAEAiP%2F8A3UESgAFAAAJAgcJAQN1%2FqABYMX92AIoA4T%2Bn%2F6fxgIoAiYAAAAAAQE7%2F%2FwEKARKAAUAAAkBJwkBNwQo%2FdnGAWH%2Bn8YCI%2F3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4%2BrWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX%2BDBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm%2F5%2BHRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI%2FARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ%2BAQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB%2FIHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm%2F4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ%2BAQUiDgMVFDsBFjc%2BATMyFhUUBgciDgUHBhY7ATI%2BAzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ%2FeMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD%2F7UDwoyCg%2FIDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw%2B5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP%2Fs2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA%2FAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJyg2oHB%2F7ACBQIyggIagcVB0%2FFBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf%2BvwcHywcVB2oICE%2FFBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ%2BAQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV%2Ft0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA%2FkAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ%2FAgoQEP32EBf92hUdHRUCJhcD8f5VDSYN%2FlUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3%2B3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN%2FlUNJg3%2BVQ0KFQEjHQSwHRX92hcQ%2FfYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ%2FAgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN%2FlUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I%2FiH%2B1BUdFQ5e%2BQgUCGoHB%2FleDggEsB0V%2FtQVCA5e%2BQcHaggUCPleDhX7UB0VASwVCA5e%2BQcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ%2FAScmNgP2agcH%2BV4OCBX%2B1BUdFQ5e%2BQgU%2FQwBLBUdFQ5e%2BQgUCGoHB%2FleDggEYGoIFAj5Xg4VHRUBLBUIDl75B%2F3xHRX%2B1BUIDl75BwdqCBQI%2BV4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3%2BDA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc%2BBAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP%2FnDI%2FnAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe%2FokKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf%2BiQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc%2BATc%2BAScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy%2Ft3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U%2FM0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc%2BATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY%2BBDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA%2F%2FcAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl%2BDiINfWjIWCwQMWv3%2FIw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP%2FcAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ%2BBTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2%2FVFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP%2FngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U%2FBQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR%2FplkGhPNzRMaZP6ZERgWDwFrBLBYPv6t%2FrsOMRQpFA0M%2Bf75XRRAFRAJgIAJEBVAFF0BB%2FkMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA%2FAEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk%2FHxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd%2FnD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb%2FkPD%2FkOFZ%2F9qP7dFR0dFdECWPEV%2FamNetEVHR0VASMDGvkPD%2FkOFfG1jXqfFQSN5g4qDuYOCBWW%2FagdFWQVHQJYlhUI%2FpiNeh0VZBUd%2Fk3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7%2FtQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3%2B1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6%2BhUdHRX6%2BhUd%2FnD%2B1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB%2F%2F8A1ARMA8IABQAAAQcJAScBBEzG%2Fp%2F%2Bn8UCJwGbxwFh%2Fp%2FHAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH%2Fp8BYQAAAAAC%2F1EAZAVfA%2BgAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW%2FoP%2BHOYOCBWWAYHX%2FRIVHZYVCA7mDioD6B0V%2FdkVDvkPD%2FkOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3%2B1B0qHR8SHQYFyTYUHh4EsBYQoiUY%2FiUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw%2B1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz%2B1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY%2FATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO%2BQ8P%2BQ4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ%2F5Dg75DxUCWBUDYOUPKQ%2FlDwkUl5cUCQ%2FlDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt%2FBgpOzspA%2BgpOzv%2Bq2RkZAGQAtwXLSgV%2FR1kOylkKTs7KWQpO8hkZGRkAAAAA%2F%2BcAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k%2FV0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj%2B7BAIHBUBUQ76AgQQDw36%2FtT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM%2BATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU%2BLwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N%2FrmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI%2BARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW%2Bv4%2BMv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3%2BqBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv%2FtQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo%2FrgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl%2BIZJZkMjIBwvoETCEY%2FqgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX%2BDBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP%2FqoHphwOOmQBJYMGGw%2FLFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7%2BrRUoog0CDRElCkj%2BCVkBUxUoMjIBAgIDBQIZFrdT5B0V%2FgwVHR0VAfQVHQAAAAP%2FnABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf%2Bqg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH%2BJd0PHAaCASZq%2FqoCUGQVHR0VZBUdHQRP5gEFEBEXC%2F3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE%2BAR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN%2FfMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V%2FgwVHR0FDm5UaoMGGw%2F%2BqgemHA4OAWsfFm4NAQxUAS5U1ssVExIW%2FjgCCgIJAwcDBQMBDBGSVv6tZAElgwYb%2FQsdFWQVHR0VZBUdAAP%2F%2FQAGA%2BgFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM%2BBDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX%2BDBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf%2Bqg8bBgHP%2Fq1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob%2B7RAX%2Fu0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm%2F453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX%2B7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm%2BjfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm%2F5AARMQEP7tEBf%2B7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg%2BJFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD%2B7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ%2BASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY%2BATc%2BAzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU%2FOR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg%2FKhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh%2BWYcrIgsW%2FawQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA%2BgpOzsp%2FBgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH%2B1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E%2FtTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv%2BDMj%2BDDspASw7KcgB9Dsp%2FBgpOwSwOylkOyn%2BcGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj%2BL2oHB8deDggV%2FtQVHRUOXscIFALLXg4VHRX%2B1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX%2B1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX%2B1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5%2Fd8t2gXl6gAcbgv29vv%2BC%2Fb2%2F%2BLS0gIC0gAUwtICAWDg83ETNIMykfegEJ%2FoctICAtIAIdLSAgLSAEqF%2Bf3fLdoF5eoN3y3Z9Xb7%2Fgv29vv%2BC%2FBiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf%2FYAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr%2Bqw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB%2F0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH%2F6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6%2BRAH%2FSBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg%2BPqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB%2FslVVsn%2BAeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn%2F8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ%2FARYfAQcXAQKru0KNQjgiHR8uEl%2F3%2FnvUaRONQkIBGxJpCgmNQkL%2B5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl%2F4%2FnvUahKNQrpCARv%2BRmkICY1CukL%2B5UJCjUK7Qjc3LxFf%2BAGFAAAAAAMAyAAAA%2BgEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7%2FVj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8%2FRY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT%2B6dT%2BzP7oywEz0gEsAQsjDx0qBKH%2B5g8qHQ8j%2FvX%2B1NL%2BzcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH%2Fs0NBxMtPGQ%2Bi6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ%2FsoCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc%2BATM2FjMyNxcOAyMiLgEHDgEPASc%2BBTc%2BAScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig%2FIhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn%2F%2FwSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF%2BYOCBWWyJYVCA7mDioBLBYO%2Bg8P%2Bg4WA4QQ%2BQ4V%2FHwDhBUO%2BQ8AAAQAGf%2F%2FA%2BgEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI%2FtTIyAEsArxkZAH0%2FHwWDvoPD%2FoOFgOEZMjI%2FRL6ZJb6ZAAAAAAEABn%2F%2FwPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO%2Bg8P%2Bg4WA4SW%2BmSW%2BmT7UGRkAfRkyMgAAAAEABn%2F%2FwRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD%2FoOFgOE%2FgwBkGT7UGQBkGTIyAAAAAAEABn%2F%2FwRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD%2FoOFgOE%2FgxkAZBkyMj7tAGQZAAAAAAFABn%2F%2FwSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk%2FnABkGT%2BDAH0ASwWDvoPD%2FoOFgOEyMj%2BDMj%2BDMj%2BDMgABQAZ%2F%2F8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD%2BDAH0ZP5wAZBk%2FtQBLGTIyAEsFg76Dw%2F6DhYDhMjI%2FgzI%2FgzI%2FgzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P%2BcKW5uQJn%2FgwpOzspAfQpOzsETLuj%2FnClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml%2FnCju7wCZP4MKTs7KQH0KTs7%2Fm%2F9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn%2BDCk7OykB9Ck7gr4MJAy%2BDAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX%2BcKW5uQJn%2FgwpOzspAfQpOzv%2BFQGQFQsMvgwkDL4MCwRMvKL%2BcKW5uaUBkKO7yDsp%2FgwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf%2BDCk7OykB9Ck7O%2F77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn%2BDCk7OykB9Ck7z%2F0QGBgQ%2FREAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX%2BcBUdHRUBwik7Oyn%2BPhUdHb8BRBAQ%2FrwQFvoVHR0V%2BhYETLml%2FnCluR0VZBUdOykB9Ck7HRVkFR3p%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B%2Fvf%2B8wQMDgkJCQUCUCcn%2FtIXCAoQSwENuwUJEASeCQoRC%2F5TBwEjEv7K%2FsUFDwgLFQnlbm4TFRRWAS%2FTBhAAAAACAAAAAAT%2BBEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4%2BKTs7KQHCFR0dFf5wpbm5AvEBRBAQ%2FrwQFvoVHR0V%2BhYETB0VZBUdOyn%2BDCk7HRVkFR25pQGQpbnp%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj%2B75wpOzspAfQpO8i7o%2F5wpbm5pQEsBLAdFf5wFQgObf7IDw%2BNDykPAThtDhX%2B1Dsp%2FgwpOzsplMj%2B1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx%2FnugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO%2FoEOJw3%2BhQ0JFfod%2FoUD6BUd%2B7QdA2dkBLAdFf6iFg%2F%2BVg8PAaoPFgFeFR38fB0V%2BvoVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE%2BAQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n%2FfkD6BUd%2B7QdA2dkBJ7%2BTQ8g%2BhQeHRX6IQ8BrxAC%2FH8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB%2F7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH%2FfMICAEjCBQIiwcH%2FdIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY%2FASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A%2BgVHfu0HQNnZAP%2Fjg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V%2BvoVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ%2FAQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A%2BgVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3%2BWB0V%2BvoVHWQyMgACAAT%2F7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d%2Fsb%2BcQSs%2FTMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V%2BgH0ZMhkZAPo%2FK4VHQGQ%2FnAdFQPoFB7%2B1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC%2FtVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf%2BXAgUCMoICGoHFQdPASkHFQPolf7VXwkJk%2F5wHRUD6BQe%2FtQBLMjI%2Fc5qBxUH%2FlsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72%2FreWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykD6P7zZ4YPAw7%2B9v5wHRUD6BQe%2FtQBLMjI%2FYxGDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM%2FqIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA%2Bj%2B1B0Vlv5wHRUD6BQe%2FtQBLMjI%2FagdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75%2Fm6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P%2Fvf%2BcB0VA%2BgUHv7UASzIyP2F5Q8V%2BhQeHhT6FQ%2FlDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd%2B1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U%2FdoVHR0VAib%2B1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX%2BcAGQFf0vMhUdHRUyyGRk%2FoL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI%2FoUdFWQVHcjI%2FcvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ%2BAzMyFh8BETMRPAE%2BAjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX%2B4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH%2FuuFR0dFQGNAQgbHzUeAWcfRJEZDA3%2BPhw%2FMSkLC%2F5BFR0dFQG%2FBA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn%2BDBlL%2FnAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr%2BdiUNODgBBQoUDgN4FhkBAjg4DSX%2BdgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn%2B2cj%2BcGQBd%2F4lASwpOzsp%2FtQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn%2BDCk7OykB9Ck7ZMjI%2FveFo4XGyMhm%2BBUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE%2BBRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB%2FLimdWQ%2FLAkJHRTKFB2N%2FsKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V%2B7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy%2FtEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI%2FOAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7%2FRv%2B1DspZCk7BEw7KfwYA%2BgpO%2F7UOyn9RAK8KTv84AGQKTs7KQAAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkyMhkZARMsHz%2BDHywsHwB9HywyP1EArzIZP7UZGQBLGT%2B1GQB9GT%2B1AEsAAAABf%2BcAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE%2FgxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI%2FUQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP%2BcAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj%2B1AEsAZDIyP7UASwETLB8%2Fgx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP%2BcAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE%2Fgz%2B1AEsAZD%2B1ARMsHz%2BDHywsHwB9HywyP1EArz%2BDJaWlpYBLAAAAAX%2FnAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8%2Fgx8sLB8AfR8sMj9RAK8%2FagB9GRWQUFUASz%2B1FRBQVYAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkZMjIZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yGT%2B1GRkASz%2BDAGQZP4MZAAG%2F5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8%2FUR8sLAYA4T9RMj%2B1GQCWGRkyP2oZAEsZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yP5wAfT%2BDAGQZMjIyP7UZAAF%2F5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI%2FUQCvP5wyDLIlmT%2BDAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz%2B1AEs%2FtRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv%2Fy%2F50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V%2FtQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi%2FbMPCv7tFxD0EBD0EBcBEwoPAAAAAAL%2F8v%2BcBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr%2Bhg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ%2BteGOkHAFoEBD%2Bk3NPRWsOExNkqWP9kuQQF%2F7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD%2B8qr%2B8qr%2B1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3%2Bs%2F7U%2FtRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd%2FtQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd%2Bx5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc%2BATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ%2Fj0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb%2F7V%2FtVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s%2FoQPCgI%2FASzIZKLU1KJktP51Cg8DhA8KwwMg%2FoTIyALzCg%2F%2B1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz%2Bov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9%2BAFe%2FdoERwoP%2FtTI%2FHzIyNT%2BZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT%2BogHCJCsRBP5w%2FnAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX%2B1BUdHRUyHQFzKTs7Kf2oARP2%2Fro7KVg%2BASw%2BWP201MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7KfzgKTsE9gFGAUQpO5Y%2BWFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG%2F2oKTs7KVg%2BASw%2BWAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7Kf4M%2FtQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP%2FogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs%2BwQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf%2BTB0U%2FtIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K%2BgoPDwr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPDwRMDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg%2F%2B1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko%2FPwoKUIcMT4BXmRkyP4%2BArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3%2B1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq%2F9WrIiCikBSAOvArwVHR0VlgET%2FEoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb%2BlR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf%2BvCcrI%2F7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW%2Fus5Okxra0w6Of5yHSodZGQdKh3%2B1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ%2F68Jysj%2Fs0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2%2BjGv4KOTpMa2tMOjn%2Bch0qHWRkHSod%2FtQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ%2BAjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz%2B1CU%2FP00T%2Fe48PUJtj0r%2BogK8FR0dFQ2K%2FEqJDBUdHbMETBUd%2B1AdBLChizlmUT9IGVO9VFShdksE%2FH4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA%2BgFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U%2F5wU3V1BRQ7KU4aXDYyMjZcGk4p%2Fkc2LmRkZGRkU3V1UwGQU3UAAAMAZP%2F%2FBEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr%2B5eANGiUNWP30Vw0mGg3g%2Ft8KDw8BqmQBRGQETB0V%2FgwVHR0VAfQVHf1EDwoyCg%2FgDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn%2B1AEsKTv%2BDDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg%2F4f%2FfsgIAEnH1n%2BrAFWAS%2F%2Bq6IDIBUd%2FHwdBI39VR9ZH4MCBh9ZHwEoH%2F5u%2FqoBMAFV%2FBsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV%2FnAVJwi9CBMVAnEdKh19FROo%2Fa0dFTIdFTDILxUdMhUdAocB%2BhMcHBP%2BBhMclhUdHRWWHP2MMhUdMhUdASz%2B1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr%2Bif7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD%2F7UyP4M%2FcEKDw8KA7YKD%2F7UyAAC%2F5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc%2BARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF%2BgoPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb%2FnP%2FmBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL%2FCtqQ0geZgM3FR0cE%2F0fFyIJKjr%2B1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g%2ByD5YrBwVODMQEAtEERzJLUAtLUD%2B24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz%2B%2BQFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg%2F%2B1MgVHR0LCgQOIhoW%2FnDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb%2BYDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj%2FsIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn%2BPilUrAFINhWWFTYFFKxn%2FgwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn%2BPilUrAFINhWWFTYFFJaz%2FkIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO%2FYL%2Bhk5klpZkAQEBBQQvkwKCAVz%2Bov6iAV4BXgL%2F%2FuWqPOCWx5SVyJb6BA0GCgYDKEEBG%2F1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz%2ByFh8WFh8%2FshYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o%2F4Mpbm5Asv9qCk7OykCWCk7O%2F2xAfQVHR0V%2FgwVHR1HAZAEsLuj%2FgylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX%2B1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA%2BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0V%2FBgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA%2BgEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8%2FV1c%2FP%2F75fLB8sAK8sHyw%2FcB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy%2FsCwfLB8fLB8sP7UsHywfHywfLD%2B05AVHR0VjgQAAAH%2FtQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BNgLpRRkUASoLCAYFGg8IAQQNGyc%2FKZK4ChRUFQu4jjBJJxkHAgcPGQYGCAsBKhQaTBQVCiMUM7YDe7YsFCMKFgNuEwYS%2FtkLHw8OEw0dNkY4MhwBIBgXBAQYF%2F7gKjxTQyMNEw4PHwoBKBIHEwUjKBYGDMHBDAUWKCMAAAAAAgAAAAAEsASwACUAQwAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjNC4DKwERFBYXMxUjNTI1ESMiDgMVIzUhBLAyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj9RBkIChgQEWQZDQzIMmQREBgKCBkB9AOEFSAVDggDAfyuFhkBAmRkAQUJFQ4DUgEDCA4VIBUBLP0SDxMKBQH%2BVwsNATIyGQGpAQUKEw%2BWAAAAAAMAAAAABEwErgAdACAAMAAAATUiJy4BLwEBIwEGBw4BDwEVITUiJj8BIRcWBiMVARsBARUUBiMhIiY9ATQ2MyEyFgPoGR4OFgUE%2Ft9F%2FtQSFQkfCwsBETE7EkUBJT0NISf%2B7IZ5AbEdFfwYFR0dFQPoFR0BLDIgDiIKCwLr%2FQ4jFQkTBQUyMisusKYiQTIBhwFW%2Fqr942QVHR0VZBUdHQADAAAAAASwBLAADwBHAEoAABMhMhYVERQGIyEiJjURNDYFIyIHAQYHBgcGHQEUFjMhMjY9ATQmIyInJj8BIRcWBwYjIgYdARQWMyEyNj0BNCYnIicmJyMBJhMjEzIETBUdHRX7tBUdHQJGRg0F%2FtUREhImDAsJAREIDAwINxAKCj8BCjkLEQwYCAwMCAE5CAwLCBEZGQ8B%2FuAFDsVnBLAdFfu0FR0dFQRMFR1SDP0PIBMSEAUNMggMDAgyCAwXDhmjmR8YEQwIMggMDAgyBwwBGRskAuwM%2FgUBCAAABAAAAAAEsASwAAMAEwAjACcAAAEhNSEFITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NhcRIREEsPtQBLD7ggGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHUcBLARMZMgdFfx8FR0dFQOEFR0dFf5wFR0dFQGQFR1k%2FtQBLAAEAAAAAASwBLAADwAfACMAJwAAEyEyFhURFAYjISImNRE0NgEhMhYVERQGIyEiJjURNDYXESEREyE1ITIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR1HASzI%2B1AEsASwHRX8fBUdHRUDhBUd%2FgwdFf5wFR0dFQGQFR1k%2FtQBLP2oZAAAAAACAAAAZASwA%2BgAJwArAAATITIWFREzNTQ2MyEyFh0BMxUjFRQGIyEiJj0BIxEUBiMhIiY1ETQ2AREhETIBkBUdZB0VAZAVHWRkHRX%2BcBUdZB0V%2FnAVHR0CnwEsA%2BgdFf6ilhUdHRWWZJYVHR0Vlv6iFR0dFQMgFR3%2B1P7UASwAAAQAAAAABLAEsAADABMAFwAnAAAzIxEzFyEyFhURFAYjISImNRE0NhcRIREBITIWFREUBiMhIiY1ETQ2ZGRklgGQFR0dFf5wFR0dRwEs%2FqIDhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAAAAgBkAAAETASwACcAKwAAATMyFhURFAYrARUhMhYVERQGIyEiJjURNDYzITUjIiY1ETQ2OwE1MwcRIRECWJYVHR0VlgHCFR0dFfx8FR0dFQFelhUdHRWWZMgBLARMHRX%2BcBUdZB0V%2FnAVHR0VAZAVHWQdFQGQFR1kyP7UASwAAAAEAAAAAASwBLAAAwATABcAJwAAISMRMwUhMhYVERQGIyEiJjURNDYXESERASEyFhURFAYjISImNRE0NgSwZGT9dgGQFR0dFf5wFR0dRwEs%2FK4DhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAEBLAAwA28EgAAPAAAJAQYjIiY1ETQ2MzIXARYUA2H%2BEhcSDhAQDhIXAe4OAjX%2BEhcbGQPoGRsX%2FhIOKgAAAAABAUEAMgOEBH4ACwAACQE2FhURFAYnASY0AU8B7h0qKh3%2BEg4CewHuHREp%2FBgpER0B7g4qAAAAAAEAMgFBBH4DhAALAAATITIWBwEGIicBJjZkA%2BgpER3%2BEg4qDv4SHREDhCod%2FhIODgHuHSoAAAAAAQAyASwEfgNvAAsAAAkBFgYjISImNwE2MgJ7Ae4dESn8GCkRHQHuDioDYf4SHSoqHQHuDgAAAAACAAgAAASwBCgABgAKAAABFQE1LQE1ASE1IQK8%2FUwBnf5jBKj84AMgAuW2%2Fr3dwcHd%2B9jIAAAAAAIAAABkBLAEsAALADEAAAEjFTMVIREzNSM1IQEzND4FOwERFAYPARUhNSIuAzURMzIeBRUzESEEsMjI%2FtTIyAEs%2B1AyCAsZEyYYGWQyGRkBkAQOIhoWZBkYJhMZCwgy%2FOADhGRkASxkZP4MFSAVDggDAf3aFhkBAmRkAQUJFQ4CJgEDCA4VIBUBLAAAAgAAAAAETAPoACUAMQAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjFTMVIREzNSM1IQMgMggLGRMmGBlkMhkZ%2FnAEDiIaFmQZGCYTGQsIMgMgASzIyP7UyMgBLAK8FSAVDggDAf3aFhkCAWRkAQUJFQ4CJgEDCA4VIBUBLPzgZGQBLGRkAAABAMgAZgNyBEoAEgAAATMyFgcJARYGKwEiJwEmNDcBNgK9oBAKDP4wAdAMChCgDQr%2BKQcHAdcKBEoWDP4w%2FjAMFgkB1wgUCAHXCQAAAQE%2BAGYD6ARKABIAAAEzMhcBFhQHAQYrASImNwkBJjYBU6ANCgHXBwf%2BKQoNoBAKDAHQ%2FjAMCgRKCf4pCBQI%2FikJFgwB0AHQDBYAAAEAZgDIBEoDcgASAAAAFh0BFAcBBiInASY9ATQ2FwkBBDQWCf4pCBQI%2FikJFgwB0AHQA3cKEKANCv4pBwcB1woNoBAKDP4wAdAAAAABAGYBPgRKA%2BgAEgAACQEWHQEUBicJAQYmPQE0NwE2MgJqAdcJFgz%2BMP4wDBYJAdcIFAPh%2FikKDaAQCgwB0P4wDAoQoA0KAdcHAAAAAgDZ%2F%2FkEPQSwAAUAOgAAARQGIzQ2BTMyFh8BNjc%2BAh4EBgcOBgcGIiYjIgYiJy4DLwEuAT4EHgEXJyY2A%2BiwfLD%2BVmQVJgdPBQsiKFAzRyorDwURAQQSFyozTSwNOkkLDkc3EDlfNyYHBw8GDyUqPjdGMR%2BTDA0EsHywfLDIHBPCAQIGBwcFDx81S21DBxlLR1xKQhEFBQcHGWt0bCQjP2hJNyATBwMGBcASGAAAAAACAMgAFQOEBLAAFgAaAAATITIWFREUBisBEQcGJjURIyImNRE0NhcVITX6AlgVHR0Vlv8TGpYVHR2rASwEsB0V%2FnAVHf4MsgkQFQKKHRUBkBUdZGRkAAAAAgDIABkETASwAA4AEgAAEyEyFhURBRElIREjETQ2ARU3NfoC7ic9%2FUQCWP1EZB8BDWQEsFEs%2FFt1A7Z9%2FBgEARc0%2FV1kFGQAAQAAAAECTW%2FDBF9fDzz1AB8EsAAAAADQdnOXAAAAANB2c5f%2FUf%2BcBdwFFAAAAAgAAgAAAAAAAAABAAAFFP%2BFAAAFFP9R%2FtQF3AABAAAAAAAAAAAAAAAAAAAAowG4ACgAAAAAAZAAAASwAAAEsABkBLAAAASwAAAEsABwAooAAAUUAAACigAABRQAAAGxAAABRQAAANgAAADYAAAAogAAAQQAAABIAAABBAAAAUUAAASwAGQEsAB7BLAAyASwAMgB9AAABLD%2F8gSwAAAEsAAABLD%2F8ASwAAAEsAAOBLAACQSwAGQEsP%2FTBLD%2F0wSwAAAEsAAABLAAAASwAAAEsAAABLAAJgSwAG4EsAAXBLAAFwSwABcEsABkBLAAGgSwAGQEsAAMBLAAZASwABcEsP%2BcBLAAZASwABcEsAAXBLAAAASwABcEsAAXBLAAFwSwAGQEsAAABLAAZASwAAAEsAAABLAAAASwAAAEsAAABLAAAASwAAAEsAAABLAAZASwAMgEsAAABLAAAASwADUEsABkBLAAyASw%2F7UEsAAhBLAAAASwAAAEsAAABLAAAASwAAAEsP%2BcBLAAAASwAAAEsAAABLAA2wSwABcEsAB1BLAAAASwAAAEsAAABLAACgSwAMgEsAAABLAAnQSwAMgEsADIBLAAyASwAAAEsP%2F%2BBLABLASwAGQEsACIBLABOwSwABcEsAAXBLAAFwSwABcEsAAXBLAAFwSwAAAEsAAXBLAAFwSwABcEsAAXBLAAAASwALcEsAC3BLAAAASwAAAEsABJBLAAFwSwAAAEsAAABLAAXQSw%2F9wEsP%2FcBLD%2FnwSwAGQEsAAABLAAAASwAAAEsABkBLD%2F%2FwSwAAAEsP9RBLAABgSwAAAEsAAABLABRQSwAAEEsAAABLD%2FnASwAEoEsAAUBLAAAASwAAAEsAAABLD%2FnASwAGEEsP%2F9BLAAFgSwABYEsAAWBLAAFgSwABgEsAAABMQAAASwAGQAAAAAAAD%2F2ABkADkAyAAAAScAZAAZABkAGQAZABkAGQAZAAAAAAAAAAAAAADZAAAAAAAOAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAMAZABkAAAAEAAAAAAAZP%2Bc%2F5z%2FnP%2Bc%2F5z%2FnP%2Bc%2F5wACQAJ%2F%2FL%2F8gBkAHkAJwBkAGQAAAAAAGT%2FogAAAAAAAAAAAAAAAADIAGQAAAABAI8AAP%2Bc%2F5wAZAAEAMgAyAAAAGQBkABkAAAAZAEs%2F7UAAAAAAAAAAAAAAAAAAABkAAABLAFBADIAMgAIAAAAAADIAT4AZgBmANkAyADIAAAAKgAqACoAKgCyAOgA6AFOAU4BTgFOAU4BTgFOAU4BTgFOAU4BTgFOAU4BpAIGAiICfgKGAqwC5ANGA24DjAPEBAgEMgRiBKIE3AVcBboGcgb0ByAHYgfKCB4IYgi%2BCTYJhAm2Cd4KKApMCpQK4gswC4oLygwIDFgNKg1eDbAODg5oDrQPKA%2BmD%2BYQEhBUEJAQqhEqEXYRthIKEjgSfBLAExoTdBPQFCoU1BU8FagVzBYEFjYWYBawFv4XUhemGAIYLhhqGJYYsBjgGP4ZKBloGZQZxBnaGe4aNhpoGrga9hteG7QcMhyUHOIdHB1EHWwdlB28HeYeLh52HsAfYh%2FSIEYgviEyIXYhuCJAIpYiuCMOIyIjOCN6I8Ij4CQCJDAkXiSWJOIlNCVgJbwmFCZ%2BJuYnUCe8J%2FgoNChwKKwpoCnMKiYqSiqEKworeiwILGgsuizsLRwtiC30LiguZi6iLtgvDi9GL34vsi%2F4MD4whDDSMRIxYDGuMegyJDJeMpoy3jMiMz4zaDO2NBg0YDSoNNI1LDWeNeg2PjZ8Ntw3GjdON5I31DgQOEI4hjjIOQo5SjmIOcw6HDpsOpo63jugO9w8GDxQPKI8%2BD0yPew%2BOj6MPtQ%2FKD9uP6o%2F%2BkBIQIBAxkECQX5CGEKoQu5DGENCQ3ZDoEPKRBBEYESuRPZFWkW2RgZGdEa0RvZHNkd2R7ZH9kgWSDJITkhqSIZIzEkSSThJXkmESapKAkouSlIAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAAAAABAAxgABAAAAAAATABIAAAADAAEECQAAAGoAEgADAAEECQABACgAfAADAAEECQACAA4ApAADAAEECQADAEwAsgADAAEECQAEADgA%2FgADAAEECQAFAHgBNgADAAEECQAGADYBrgADAAEECQAIABYB5AADAAEECQAJABYB%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%2FtQAyAAAAAAAAAAAAAAAAAAAAAAAAAAABFwAAAQIBAwADAA0ADgEEAJYBBQEGAQcBCAEJAQoBCwEMAQ0BDgEPARABEQESARMA7wEUARUBFgEXARgBGQEaARsBHAEdAR4BHwEgASEBIgEjASQBJQEmAScBKAEpASoBKwEsAS0BLgEvATABMQEyATMBNAE1ATYBNwE4ATkBOgE7ATwBPQE%2BAT8BQAFBAUIBQwFEAUUBRgFHAUgBSQFKAUsBTAFNAU4BTwFQAVEBUgFTAVQBVQFWAVcBWAFZAVoBWwFcAV0BXgFfAWABYQFiAWMBZAFlAWYBZwFoAWkBagFrAWwBbQFuAW8BcAFxAXIBcwF0AXUBdgF3AXgBeQF6AXsBfAF9AX4BfwGAAYEBggGDAYQBhQGGAYcBiAGJAYoBiwGMAY0BjgGPAZABkQGSAZMBlAGVAZYBlwGYAZkBmgGbAZwBnQGeAZ8BoAGhAaIBowGkAaUBpgGnAagBqQGqAasBrAGtAa4BrwGwAbEBsgGzAbQBtQG2AbcBuAG5AboBuwG8Ab0BvgG%2FAcABwQHCAcMBxAHFAcYBxwHIAckBygHLAcwBzQHOAc8B0AHRAdIB0wHUAdUB1gHXAdgB2QHaAdsB3AHdAd4B3wHgAeEB4gHjAeQB5QHmAecB6AHpAeoB6wHsAe0B7gHvAfAB8QHyAfMB9AH1AfYB9wH4AfkB%2BgH7AfwB%2FQH%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%3D%29%20format%28%27truetype%27%29%2Curl%28data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPD94bWwgdmVyc2lvbj0iMS4wIiBzdGFuZGFsb25lPSJubyI%2FPgo8IURPQ1RZUEUgc3ZnIFBVQkxJQyAiLS8vVzNDLy9EVEQgU1ZHIDEuMS8vRU4iICJodHRwOi8vd3d3LnczLm9yZy9HcmFwaGljcy9TVkcvMS4xL0RURC9zdmcxMS5kdGQiID4KPHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPgo8bWV0YWRhdGE%2BPC9tZXRhZGF0YT4KPGRlZnM%2BCjxmb250IGlkPSJnbHlwaGljb25zX2hhbGZsaW5nc3JlZ3VsYXIiIGhvcml6LWFkdi14PSIxMjAwIiA%2BCjxmb250LWZhY2UgdW5pdHMtcGVyLWVtPSIxMjAwIiBhc2NlbnQ9Ijk2MCIgZGVzY2VudD0iLTI0MCIgLz4KPG1pc3NpbmctZ2x5cGggaG9yaXotYWR2LXg9IjUwMCIgLz4KPGdseXBoIGhvcml6LWFkdi14PSIwIiAvPgo8Z2x5cGggaG9yaXotYWR2LXg9IjQwMCIgLz4KPGdseXBoIHVuaWNvZGU9IiAiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzMyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI1IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTYiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNmZhOyIgZD0iTTc3NCAxMTkzLjVxMTYgLTkuNSAyMC41IC0yN3QtNS41IC0zMy41bC0xMzYgLTE4N2w0NjcgLTc0NmgzMHEyMCAwIDM1IC0xOC41dDE1IC0zOS41di00MmgtMTIwMHY0MnEwIDIxIDE1IDM5LjV0MzUgMTguNWgzMGw0NjggNzQ2bC0xMzUgMTgzcS0xMCAxNiAtNS41IDM0dDIwLjUgMjh0MzQgNS41dDI4IC0yMC41bDExMSAtMTQ4bDExMiAxNTBxOSAxNiAyNyAyMC41dDM0IC01ek02MDAgMjAwaDM3N2wtMTgyIDExMmwtMTk1IDUzNHYtNjQ2eiAiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI0OyIgZD0iTTEzMDAgMGgtNTM4bC00MSA0MDBoLTI0MmwtNDEgLTQwMGgtNTM4bDQzMSAxMjAwaDIwOWwtMjEgLTMwMGgxNjJsLTIwIDMwMGgyMDh6TTUxNSA4MDBsLTI3IC0zMDBoMjI0bC0yNyAzMDBoLTE3MHoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDMyOyIgZD0iTTEyNSAxMjAwaDEwNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xMTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTA1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djExNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNMTA3NSAxMDAwaC04NTBxLTEwIDAgLTE3LjUgLTcuNXQtNy41IC0xNy41di04NTBxMCAtMTAgNy41IC0xNy41dDE3LjUgLTcuNWg4NTBxMTAgMCAxNy41IDcuNXQ3LjUgMTcuNXY4NTAgcTAgMTAgLTcuNSAxNy41dC0xNy41IDcuNXpNMzI1IDkwMGg1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek01MjUgOTAwaDQ1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNDUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NTAgcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTMyNSA3MDBoNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di01MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNNTI1IDcwMGg0NTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di01MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTQ1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djUwIHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek0zMjUgNTAwaDUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC01MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTUyNSA1MDBoNDUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC00NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MCBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNMzI1IDMwMGg1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek01MjUgMzAwaDQ1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNDUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NTAgcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAzMzsiIGQ9Ik05MDAgODAwdjIwMHEwIDgzIC01OC41IDE0MS41dC0xNDEuNSA1OC41aC0zMDBxLTgyIDAgLTE0MSAtNTl0LTU5IC0xNDF2LTIwMGgtMTAwcS00MSAwIC03MC41IC0yOS41dC0yOS41IC03MC41di02MDBxMCAtNDEgMjkuNSAtNzAuNXQ3MC41IC0yOS41aDkwMHE0MSAwIDcwLjUgMjkuNXQyOS41IDcwLjV2NjAwcTAgNDEgLTI5LjUgNzAuNXQtNzAuNSAyOS41aC0xMDB6TTQwMCA4MDB2MTUwcTAgMjEgMTUgMzUuNXQzNSAxNC41aDIwMCBxMjAgMCAzNSAtMTQuNXQxNSAtMzUuNXYtMTUwaC0zMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAzNDsiIGQ9Ik0xMjUgMTEwMGg1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTEwNzVoLTEwMHYxMDc1cTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTEwNzUgMTA1MnE0IDAgOSAtMnExNiAtNiAxNiAtMjN2LTQyMXEwIC02IC0zIC0xMnEtMzMgLTU5IC02Ni41IC05OXQtNjUuNSAtNTh0LTU2LjUgLTI0LjV0LTUyLjUgLTYuNXEtMjYgMCAtNTcuNSA2LjV0LTUyLjUgMTMuNXQtNjAgMjFxLTQxIDE1IC02MyAyMi41dC01Ny41IDE1dC02NS41IDcuNSBxLTg1IDAgLTE2MCAtNTdxLTcgLTUgLTE1IC01cS02IDAgLTExIDNxLTE0IDcgLTE0IDIydjQzOHEyMiA1NSA4MiA5OC41dDExOSA0Ni41cTIzIDIgNDMgMC41dDQzIC03dDMyLjUgLTguNXQzOCAtMTN0MzIuNSAtMTFxNDEgLTE0IDYzLjUgLTIxdDU3IC0xNHQ2My41IC03cTEwMyAwIDE4MyA4N3E3IDggMTggOHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDM1OyIgZD0iTTYwMCAxMTc1cTExNiAwIDIyNyAtNDkuNXQxOTIuNSAtMTMxdDEzMSAtMTkyLjV0NDkuNSAtMjI3di0zMDBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC01MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djMwMHEwIDEyNyAtNzAuNSAyMzEuNXQtMTg0LjUgMTYxLjV0LTI0NSA1N3QtMjQ1IC01N3QtMTg0LjUgLTE2MS41dC03MC41IC0yMzEuNXYtMzAwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNTAgcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2MzAwcTAgMTE2IDQ5LjUgMjI3dDEzMSAxOTIuNXQxOTIuNSAxMzF0MjI3IDQ5LjV6TTIyMCA1MDBoMTYwcTggMCAxNCAtNnQ2IC0xNHYtNDYwcTAgLTggLTYgLTE0dC0xNCAtNmgtMTYwcS04IDAgLTE0IDZ0LTYgMTR2NDYwcTAgOCA2IDE0dDE0IDZ6TTgyMCA1MDBoMTYwcTggMCAxNCAtNnQ2IC0xNHYtNDYwcTAgLTggLTYgLTE0dC0xNCAtNmgtMTYwcS04IDAgLTE0IDZ0LTYgMTR2NDYwIHEwIDggNiAxNHQxNCA2eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMzY7IiBkPSJNMzIxIDgxNGwyNTggMTcycTkgNiAxNSAyLjV0NiAtMTMuNXYtNzUwcTAgLTEwIC02IC0xMy41dC0xNSAyLjVsLTI1OCAxNzJxLTIxIDE0IC00NiAxNGgtMjUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2MzUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoMjUwcTI1IDAgNDYgMTR6TTkwMCA2NjhsMTIwIDEyMHE3IDcgMTcgN3QxNyAtN2wzNCAtMzRxNyAtNyA3IC0xN3QtNyAtMTdsLTEyMCAtMTIwbDEyMCAtMTIwcTcgLTcgNyAtMTcgdC03IC0xN2wtMzQgLTM0cS03IC03IC0xNyAtN3QtMTcgN2wtMTIwIDExOWwtMTIwIC0xMTlxLTcgLTcgLTE3IC03dC0xNyA3bC0zNCAzNHEtNyA3IC03IDE3dDcgMTdsMTE5IDEyMGwtMTE5IDEyMHEtNyA3IC03IDE3dDcgMTdsMzQgMzRxNyA4IDE3IDh0MTcgLTh6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAzNzsiIGQ9Ik0zMjEgODE0bDI1OCAxNzJxOSA2IDE1IDIuNXQ2IC0xMy41di03NTBxMCAtMTAgLTYgLTEzLjV0LTE1IDIuNWwtMjU4IDE3MnEtMjEgMTQgLTQ2IDE0aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYzNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWgyNTBxMjUgMCA0NiAxNHpNNzY2IDkwMGg0cTEwIC0xIDE2IC0xMHE5NiAtMTI5IDk2IC0yOTBxMCAtMTU0IC05MCAtMjgxcS02IC05IC0xNyAtMTBsLTMgLTFxLTkgMCAtMTYgNiBsLTI5IDIzcS03IDcgLTguNSAxNi41dDQuNSAxNy41cTcyIDEwMyA3MiAyMjlxMCAxMzIgLTc4IDIzOHEtNiA4IC00LjUgMTh0OS41IDE3bDI5IDIycTcgNSAxNSA1eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMzg7IiBkPSJNOTY3IDEwMDRoM3ExMSAtMSAxNyAtMTBxMTM1IC0xNzkgMTM1IC0zOTZxMCAtMTA1IC0zNCAtMjA2LjV0LTk4IC0xODUuNXEtNyAtOSAtMTcgLTEwaC0zcS05IDAgLTE2IDZsLTQyIDM0cS04IDYgLTkgMTZ0NSAxOHExMTEgMTUwIDExMSAzMjhxMCA5MCAtMjkuNSAxNzZ0LTg0LjUgMTU3cS02IDkgLTUgMTl0MTAgMTZsNDIgMzNxNyA1IDE1IDV6TTMyMSA4MTRsMjU4IDE3MnE5IDYgMTUgMi41dDYgLTEzLjV2LTc1MHEwIC0xMCAtNiAtMTMuNSB0LTE1IDIuNWwtMjU4IDE3MnEtMjEgMTQgLTQ2IDE0aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYzNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWgyNTBxMjUgMCA0NiAxNHpNNzY2IDkwMGg0cTEwIC0xIDE2IC0xMHE5NiAtMTI5IDk2IC0yOTBxMCAtMTU0IC05MCAtMjgxcS02IC05IC0xNyAtMTBsLTMgLTFxLTkgMCAtMTYgNmwtMjkgMjNxLTcgNyAtOC41IDE2LjV0NC41IDE3LjVxNzIgMTAzIDcyIDIyOXEwIDEzMiAtNzggMjM4IHEtNiA4IC00LjUgMTguNXQ5LjUgMTYuNWwyOSAyMnE3IDUgMTUgNXoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQyOyIgZD0iTTUwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTY4MiA2ODJsMSA0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg0NzR6TTgwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTU2IDU2bDQyNCA0MjZsLTcwMCA3MDBoMTUwek0zMTkuNSAxMDI0LjVxLTI5LjUgMjkuNSAtNzEgMjkuNXQtNzEgLTI5LjUgdC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQzOyIgZD0iTTMwMCAxMjAwaDgyNXE3NSAwIDc1IC03NXYtOTAwcTAgLTI1IC0xOCAtNDNsLTY0IC02NHEtOCAtOCAtMTMgLTUuNXQtNSAxMi41djk1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjVoLTcwMHEtMjUgMCAtNDMgLTE4bC02NCAtNjRxLTggLTggLTUuNSAtMTN0MTIuNSAtNWg3MDBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di05NTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC04NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NzUgcTAgMjUgMTggNDNsMTM5IDEzOXExOCAxOCA0MyAxOHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ5OyIgZD0iTTg3NyAxMjAwbDIgLTU3cS04MyAtMTkgLTExNiAtNDUuNXQtNDAgLTY2LjVsLTEzMiAtODM5cS05IC00OSAxMyAtNjl0OTYgLTI2di05N2gtNTAwdjk3cTE4NiAxNiAyMDAgOThsMTczIDgzMnEzIDE3IDMgMzB0LTEuNSAyMi41dC05IDE3LjV0LTEzLjUgMTIuNXQtMjEuNSAxMHQtMjYgOC41dC0zMy41IDEwcS0xMyAzIC0xOSA1djU3aDQyNXoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY5OyIgZD0iTTI1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDM4bDQ2NCA0NTNxMTUgMTQgMjUuNSAxMHQxMC41IC0yNXYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcwOyIgZD0iTTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di0xMDAwcTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcxOyIgZD0iTTEyMDAgMTA1MHYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ5MiA0ODBxLTE1IDE0IC0xNSAzNXQxNSAzNWw0OTIgNDgwcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV2LTQzOGw0NjQgNDUzcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3MjsiIGQ9Ik0yNDMgMTA3NGw4MTQgLTQ5OHExOCAtMTEgMTggLTI2dC0xOCAtMjZsLTgxNCAtNDk4cS0xOCAtMTEgLTMwLjUgLTR0LTEyLjUgMjh2MTAwMHEwIDIxIDEyLjUgMjh0MzAuNSAtNHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDc5OyIgZD0iTTg4NSA5MDBsLTM1MiAtMzUzbDM1MiAtMzUzbC0xOTcgLTE5OGwtNTUyIDU1Mmw1NTIgNTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODA7IiBkPSJNMTA2NCA1NDdsLTU1MSAtNTUxbC0xOTggMTk4bDM1MyAzNTNsLTM1MyAzNTNsMTk4IDE5OHoiIC8%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDk2OyIgZD0iTTg1MCAxMjAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMzAwcTAgLTIxIC0xMC41IC0yNXQtMjQuNSAxMGwtOTQgOTRsLTI0OSAtMjQ5cS04IC03IC0xOCAtN3QtMTggN2wtMTA2IDEwNnEtNyA4IC03IDE4dDcgMThsMjQ5IDI0OWwtOTQgOTRxLTE0IDE0IC0xMCAyNC41dDI1IDEwLjV6TTM1MCAwaC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djMwMHEwIDIxIDEwLjUgMjV0MjQuNSAtMTBsOTQgLTk0bDI0OSAyNDkgcTggNyAxOCA3dDE4IC03bDEwNiAtMTA2cTcgLTggNyAtMTh0LTcgLTE4bC0yNDkgLTI0OWw5NCAtOTRxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNXoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTE1OyIgZD0iTTQwNCAxMDAwaDc0NnEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTUxaDE1MHEyMSAwIDI1IC0xMC41dC0xMCAtMjQuNWwtMjMwIC0yNDlxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI0OXEtMTQgMTQgLTEwIDI0LjV0MjUgMTAuNWgxNTB2NDAxaC0zODF6TTEzNSA5ODRsMjMwIC0yNDlxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNWgtMTUwdi00MDBoMzg1bDIxNSAtMjAwaC03NTBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXY1NTBoLTE1MHEtMjEgMCAtMjUgMTAuNXQxMCAyNC41bDIzMCAyNDlxMTQgMTUgMzUgMTV0MzUgLTE1eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTY7IiBkPSJNNTYgMTIwMGg5NHExNyAwIDMxIC0xMXQxOCAtMjdsMzggLTE2Mmg4OTZxMjQgMCAzOSAtMTguNXQxMCAtNDIuNWwtMTAwIC00NzVxLTUgLTIxIC0yNyAtNDIuNXQtNTUgLTIxLjVoLTYzM2w0OCAtMjAwaDUzNXEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXQtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNTB2LTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41dC0zNS41IDE0LjV0LTE0LjUgMzUuNXY1MGgtMzAwdi01MCBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjV0LTM1LjUgMTQuNXQtMTQuNSAzNS41djUwaC0zMXEtMTggMCAtMzIuNSAxMHQtMjAuNSAxOWwtNSAxMGwtMjAxIDk2MWgtNTRxLTIwIDAgLTM1IDE0LjV0LTE1IDM1LjV0MTUgMzUuNXQzNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTc7IiBkPSJNMTIwMCAxMDAwdi0xMDBoLTEyMDB2MTAwaDIwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjVoMzAwcTQxIDAgNzAuNSAtMjkuNXQyOS41IC03MC41aDUwMHpNMCA4MDBoMTIwMHYtODAwaC0xMjAwdjgwMHoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTMyOyIgZD0iTTYwMCAxMTc4cTExOCAwIDIyNSAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI1dC00NS41IC0yMjV0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNSAtNDUuNXQtMjI1IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNXQ0NS41IDIyNXQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNSA0NS41ek01NjEgODU1bC0yNzUgLTIyM3EtMTYgLTEzIC0xNiAtMzJ0MTYgLTMybDI3NSAtMjIzcTE2IC0xMyAyNy41IC04IHQxMS41IDI2djEzN2gyNzVxMTAgMCAxNy41IDcuNXQ3LjUgMTcuNXYxNTBxMCAxMCAtNy41IDE3LjV0LTE3LjUgNy41aC0yNzV2MTM3cTAgMjEgLTExLjUgMjZ0LTI3LjUgLTh6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEzMzsiIGQ9Ik02MDAgMTE3OHExMTggMCAyMjUgLTQ1LjV0MTg0LjUgLTEyM3QxMjMgLTE4NC41dDQ1LjUgLTIyNXQtNDUuNSAtMjI1dC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjUgLTQ1LjV0LTIyNSA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjV0NDUuNSAyMjV0MTIzIDE4NC41dDE4NC41IDEyM3QyMjUgNDUuNXpNODU1IDYzOWwtMjIzIDI3NXEtMTMgMTYgLTMyIDE2dC0zMiAtMTZsLTIyMyAtMjc1cS0xMyAtMTYgLTggLTI3LjUgdDI2IC0xMS41aDEzN3YtMjc1cTAgLTEwIDcuNSAtMTcuNXQxNy41IC03LjVoMTUwcTEwIDAgMTcuNSA3LjV0Ny41IDE3LjV2Mjc1aDEzN3EyMSAwIDI2IDExLjV0LTggMjcuNXoiIC8%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYyOyIgZD0iTTc5MyAxMTgybDkgLTlxOCAtMTAgNSAtMjdxLTMgLTExIC03OSAtMjI1LjV0LTc4IC0yMjEuNWwzMDAgMXEyNCAwIDMyLjUgLTE3LjV0LTUuNSAtMzUuNXEtMSAwIC0xMzMuNSAtMTU1dC0yNjcgLTMxMi41dC0xMzguNSAtMTYyLjVxLTEyIC0xNSAtMjYgLTE1aC05bC05IDhxLTkgMTEgLTQgMzJxMiA5IDQyIDEyMy41dDc5IDIyNC41bDM5IDExMGgtMzAycS0yMyAwIC0zMSAxOXEtMTAgMjEgNiA0MXE3NSA4NiAyMDkuNSAyMzcuNSB0MjI4IDI1N3Q5OC41IDExMS41cTkgMTYgMjUgMTZoOXoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTgyOyIgZD0iTTE3IDEwMDdsMTYyIDE2MnExNyAxNyA0MCAxNHQzNyAtMjJsMTM5IC0xOTRxMTQgLTIwIDExIC00NC41dC0yMCAtNDEuNWwtMTE5IC0xMThxMTAyIC0xNDIgMjI4IC0yNjh0MjY3IC0yMjdsMTE5IDExOHExNyAxNyA0Mi41IDE5dDQ0LjUgLTEybDE5MiAtMTM2cTE5IC0xNCAyMi41IC0zNy41dC0xMy41IC00MC41bC0xNjMgLTE2MnEtMyAtMSAtOS41IC0xdC0yOS41IDJ0LTQ3LjUgNnQtNjIuNSAxNC41dC03Ny41IDI2LjV0LTkwIDQyLjUgdC0xMDEuNSA2MHQtMTExIDgzdC0xMTkgMTA4LjVxLTc0IDc0IC0xMzMuNSAxNTAuNXQtOTQuNSAxMzguNXQtNjAgMTE5LjV0LTM0LjUgMTAwdC0xNSA3NC41dC00LjUgNDh6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE4MzsiIGQ9Ik02MDAgMTEwMHE5MiAwIDE3NSAtMTAuNXQxNDEuNSAtMjd0MTA4LjUgLTM2LjV0ODEuNSAtNDB0NTMuNSAtMzd0MzEgLTI3bDkgLTEwdi0yMDBxMCAtMjEgLTE0LjUgLTMzdC0zNC41IC05bC0yMDIgMzRxLTIwIDMgLTM0LjUgMjB0LTE0LjUgMzh2MTQ2cS0xNDEgMjQgLTMwMCAyNHQtMzAwIC0yNHYtMTQ2cTAgLTIxIC0xNC41IC0zOHQtMzQuNSAtMjBsLTIwMiAtMzRxLTIwIC0zIC0zNC41IDl0LTE0LjUgMzN2MjAwcTMgNCA5LjUgMTAuNSB0MzEgMjZ0NTQgMzcuNXQ4MC41IDM5LjV0MTA5IDM3LjV0MTQxIDI2LjV0MTc1IDEwLjV6TTYwMCA3OTVxNTYgMCA5NyAtOS41dDYwIC0yMy41dDMwIC0yOHQxMiAtMjRsMSAtMTB2LTUwbDM2NSAtMzAzcTE0IC0xNSAyNC41IC00MHQxMC41IC00NXYtMjEycTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYyMTJxMCAyMCAxMC41IDQ1dDI0LjUgNDBsMzY1IDMwM3Y1MCBxMCA0IDEgMTAuNXQxMiAyM3QzMCAyOXQ2MCAyMi41dDk3IDEweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxODQ7IiBkPSJNMTEwMCA3MDBsLTIwMCAtMjAwaC02MDBsLTIwMCAyMDB2NTAwaDIwMHYtMjAwaDIwMHYyMDBoMjAwdi0yMDBoMjAwdjIwMGgyMDB2LTUwMHpNMjUwIDQwMGg3MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV0LTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEybDEzNyAtMTAwaC05NTBsMTM3IDEwMGgtMTJxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41dDE0LjUgMzUuNXQzNS41IDE0LjV6TTUwIDEwMGgxMTAwcTIxIDAgMzUuNSAtMTQuNSB0MTQuNSAtMzUuNXYtNTBoLTEyMDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxODU7IiBkPSJNNzAwIDExMDBoLTEwMHEtNDEgMCAtNzAuNSAtMjkuNXQtMjkuNSAtNzAuNXYtMTAwMGgzMDB2MTAwMHEwIDQxIC0yOS41IDcwLjV0LTcwLjUgMjkuNXpNMTEwMCA4MDBoLTEwMHEtNDEgMCAtNzAuNSAtMjkuNXQtMjkuNSAtNzAuNXYtNzAwaDMwMHY3MDBxMCA0MSAtMjkuNSA3MC41dC03MC41IDI5LjV6TTQwMCAwaC0zMDB2NDAwcTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNWgxMDBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTQwMHogIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE4NjsiIGQ9Ik0yMDAgMTEwMGg3MDBxMTI0IDAgMjEyIC04OHQ4OCAtMjEydi01MDBxMCAtMTI0IC04OCAtMjEydC0yMTIgLTg4aC03MDBxLTEyNCAwIC0yMTIgODh0LTg4IDIxMnY1MDBxMCAxMjQgODggMjEydDIxMiA4OHpNMTAwIDkwMHYtNzAwaDkwMHY3MDBoLTkwMHpNNTAwIDcwMGgtMjAwdi0xMDBoMjAwdi0zMDBoLTMwMHYxMDBoMjAwdjEwMGgtMjAwdjMwMGgzMDB2LTEwMHpNOTAwIDcwMHYtMzAwbC0xMDAgLTEwMGgtMjAwdjUwMGgyMDB6IE03MDAgNzAwdi0zMDBoMTAwdjMwMGgtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxODc7IiBkPSJNMjAwIDExMDBoNzAwcTEyNCAwIDIxMiAtODh0ODggLTIxMnYtNTAwcTAgLTEyNCAtODggLTIxMnQtMjEyIC04OGgtNzAwcS0xMjQgMCAtMjEyIDg4dC04OCAyMTJ2NTAwcTAgMTI0IDg4IDIxMnQyMTIgODh6TTEwMCA5MDB2LTcwMGg5MDB2NzAwaC05MDB6TTUwMCAzMDBoLTEwMHYyMDBoLTEwMHYtMjAwaC0xMDB2NTAwaDEwMHYtMjAwaDEwMHYyMDBoMTAwdi01MDB6TTkwMCA3MDB2LTMwMGwtMTAwIC0xMDBoLTIwMHY1MDBoMjAweiBNNzAwIDcwMHYtMzAwaDEwMHYzMDBoLTEwMHoiIC8%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjIxOyIgZD0iTTQ4MCAxMTY1bDY4MiAtNjgzcTMxIC0zMSAzMSAtNzUuNXQtMzEgLTc1LjVsLTEzMSAtMTMxaC00ODFsLTUxNyA1MThxLTMyIDMxIC0zMiA3NS41dDMyIDc1LjVsMjk1IDI5NnEzMSAzMSA3NS41IDMxdDc2LjUgLTMxek0xMDggNzk0bDM0MiAtMzQybDMwMyAzMDRsLTM0MSAzNDF6TTI1MCAxMDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtOTAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUwOyIgZD0iTTg2NSA1NjVsLTQ5NCAtNDk0cS0yMyAtMjMgLTQxIC0yM3EtMTQgMCAtMjIgMTMuNXQtOCAzOC41djEwMDBxMCAyNSA4IDM4LjV0MjIgMTMuNXExOCAwIDQxIC0yM2w0OTQgLTQ5NHExNCAtMTQgMTQgLTM1dC0xNCAtMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI1MTsiIGQ9Ik0zMzUgNjM1bDQ5NCA0OTRxMjkgMjkgNTAgMjAuNXQyMSAtNDkuNXYtMTAwMHEwIC00MSAtMjEgLTQ5LjV0LTUwIDIwLjVsLTQ5NCA0OTRxLTE0IDE0IC0xNCAzNXQxNCAzNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUyOyIgZD0iTTEwMCA5MDBoMTAwMHE0MSAwIDQ5LjUgLTIxdC0yMC41IC01MGwtNDk0IC00OTRxLTE0IC0xNCAtMzUgLTE0dC0zNSAxNGwtNDk0IDQ5NHEtMjkgMjkgLTIwLjUgNTB0NDkuNSAyMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUzOyIgZD0iTTYzNSA4NjVsNDk0IC00OTRxMjkgLTI5IDIwLjUgLTUwdC00OS41IC0yMWgtMTAwMHEtNDEgMCAtNDkuNSAyMXQyMC41IDUwbDQ5NCA0OTRxMTQgMTQgMzUgMTR0MzUgLTE0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTQ7IiBkPSJNNzAwIDc0MXYtMTgybC02OTIgLTMyM3YyMjFsNDEzIDE5M2wtNDEzIDE5M3YyMjF6TTEyMDAgMGgtODAwdjIwMGg4MDB2LTIwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU1OyIgZD0iTTEyMDAgOTAwaC0yMDB2LTEwMGgyMDB2LTEwMGgtMzAwdjMwMGgyMDB2MTAwaC0yMDB2MTAwaDMwMHYtMzAwek0wIDcwMGg1MHEwIDIxIDQgMzd0OS41IDI2LjV0MTggMTcuNXQyMiAxMXQyOC41IDUuNXQzMSAydDM3IDAuNWgxMDB2LTU1MHEwIC0yMiAtMjUgLTM0LjV0LTUwIC0xMy41bC0yNSAtMnYtMTAwaDQwMHYxMDBxLTQgMCAtMTEgMC41dC0yNCA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<link href="data:text/css,%2Epagedtable%20%7B%0Aoverflow%3A%20auto%3B%0Apadding%2Dleft%3A%208px%3B%0Apadding%2Dright%3A%208px%3B%0A%7D%0A%2Epagedtable%2Dwrapper%20%7B%0Aborder%3A%201px%20solid%20%23ccc%3B%0Aborder%2Dradius%3A%204px%3B%0Amargin%2Dbottom%3A%2010px%3B%0A%7D%0A%2Epagedtable%20table%20%7B%0Awidth%3A%20100%25%3B%0Amax%2Dwidth%3A%20100%25%3B%0Amargin%3A%200%3B%0A%7D%0A%2Epagedtable%20th%20%7B%0Apadding%3A%200%205px%200%205px%3B%0Aborder%3A%20none%3B%0Aborder%2Dbottom%3A%202px%20solid%20%23dddddd%3B%0Amin%2Dwidth%3A%2045px%3B%0A%7D%0A%2Epagedtable%2Dempty%20th%20%7B%0Adisplay%3A%20none%3B%0A%7D%0A%2Epagedtable%20td%20%7B%0Apadding%3A%200%204px%200%204px%3B%0A%7D%0A%2Epagedtable%20%2Eeven%20%7B%0Abackground%2Dcolor%3A%20rgba%28140%2C%20140%2C%20140%2C%200%2E1%29%3B%0A%7D%0A%2Epagedtable%2Dpadding%2Dcol%20%7B%0Adisplay%3A%20none%3B%0A%7D%0A%2Epagedtable%20a%20%7B%0A%2Dwebkit%2Dtouch%2Dcallout%3A%20none%3B%0A%2Dwebkit%2Duser%2Dselect%3A%20none%3B%0A%2Dkhtml%2Duser%2Dselect%3A%20none%3B%0A%2Dmoz%2Duser%2Dselect%3A%20none%3B%0A%2Dms%2Duser%2Dselect%3A%20none%3B%0Auser%2Dselect%3A%20none%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dnav%20%7B%0Acursor%3A%20pointer%3B%0Apadding%3A%200%205px%200%205px%3B%0Afloat%3A%20right%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dnav%2Ddisabled%20%7B%0Acursor%3A%20default%3B%0Atext%2Ddecoration%3A%20none%3B%0Acolor%3A%20%23999%3B%0A%7D%0Aa%2Epagedtable%2Dindex%2Dnav%2Ddisabled%3Ahover%20%7B%0Atext%2Ddecoration%3A%20none%3B%0Acolor%3A%20%23999%3B%0A%7D%0A%2Epagedtable%2Dindexes%20%7B%0Acursor%3A%20pointer%3B%0Afloat%3A%20right%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dcurrent%20%7B%0Acursor%3A%20default%3B%0Atext%2Ddecoration%3A%20none%3B%0Afont%2Dweight%3A%20bold%3B%0Acolor%3A%20%23333%3B%0Aborder%3A%200%3B%0A%7D%0Aa%2Epagedtable%2Dindex%2Dcurrent%3Ahover%20%7B%0Atext%2Ddecoration%3A%20none%3B%0Afont%2Dweight%3A%20bold%3B%0Acolor%3A%20%23333%3B%0A%7D%0A%2Epagedtable%2Dindex%20%7B%0Awidth%3A%2030px%3B%0Adisplay%3A%20inline%2Dblock%3B%0Atext%2Dalign%3A%20center%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dseparator%2Dleft%20%7B%0Adisplay%3A%20inline%2Dblock%3B%0Acolor%3A%20%23333%3B%0Afont%2Dsize%3A%209px%3B%0Apadding%3A%200%200%200%200%3B%0Acursor%3A%20default%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dseparator%2Dright%20%7B%0Adisplay%3A%20inline%2Dblock%3B%0Acolor%3A%20%23333%3B%0Afont%2Dsize%3A%209px%3B%0Apadding%3A%200%204px%200%200%3B%0Acursor%3A%20default%3B%0A%7D%0A%2Epagedtable%2Dfooter%20%7B%0Apadding%2Dtop%3A%204px%3B%0Apadding%2Dbottom%3A%205px%3B%0A%7D%0A%2Epagedtable%2Dnot%2Dempty%20%2Epagedtable%2Dfooter%20%7B%0Aborder%2Dtop%3A%202px%20solid%20%23dddddd%3B%0A%7D%0A%2Epagedtable%2Dinfo%20%7B%0Aoverflow%3A%20hidden%3B%0Acolor%3A%20%23999%3B%0Awhite%2Dspace%3A%20nowrap%3B%0Atext%2Doverflow%3A%20ellipsis%3B%0A%7D%0A%2Epagedtable%2Dheader%2Dname%20%7B%0Aoverflow%3A%20hidden%3B%0Atext%2Doverflow%3A%20ellipsis%3B%0A%7D%0A%2Epagedtable%2Dheader%2Dtype%20%7B%0Acolor%3A%20%23999%3B%0Afont%2Dweight%3A%20400%3B%0A%7D%0A%2Epagedtable%2Dna%2Dcell%20%7B%0Afont%2Dstyle%3A%20italic%3B%0Aopacity%3A%200%2E3%3B%0A%7D%0A" rel="stylesheet" />
<script src="data:application/javascript;base64,// Production steps of ECMA-262, Edition 5, 15.4.4.18
// Reference: http://es5.github.io/#x15.4.4.18
if (!Array.prototype.forEach) {

  Array.prototype.forEach = function(callback, thisArg) {

    var T, k;

    if (this === null) {
      throw new TypeError(' this is null or not defined');
    }

    // 1. Let O be the result of calling toObject() passing the
    // |this| value as the argument.
    var O = Object(this);

    // 2. Let lenValue be the result of calling the Get() internal
    // method of O with the argument "length".
    // 3. Let len be toUint32(lenValue).
    var len = O.length >>> 0;

    // 4. If isCallable(callback) is false, throw a TypeError exception.
    // See: http://es5.github.com/#x9.11
    if (typeof callback !== "function") {
      throw new TypeError(callback + ' is not a function');
    }

    // 5. If thisArg was supplied, let T be thisArg; else let
    // T be undefined.
    if (arguments.length > 1) {
      T = thisArg;
    }

    // 6. Let k be 0
    k = 0;

    // 7. Repeat, while k < len
    while (k < len) {

      var kValue;

      // a. Let Pk be ToString(k).
      //    This is implicit for LHS operands of the in operator
      // b. Let kPresent be the result of calling the HasProperty
      //    internal method of O with argument Pk.
      //    This step can be combined with c
      // c. If kPresent is true, then
      if (k in O) {

        // i. Let kValue be the result of calling the Get internal
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        kValue = O[k];

        // ii. Call the Call internal method of callback with T as
        // the this value and argument list containing kValue, k, and O.
        callback.call(T, kValue, k, O);
      }
      // d. Increase k by 1.
      k++;
    }
    // 8. return undefined
  };
}

// Production steps of ECMA-262, Edition 5, 15.4.4.19
// Reference: http://es5.github.io/#x15.4.4.19
if (!Array.prototype.map) {

  Array.prototype.map = function(callback, thisArg) {

    var T, A, k;

    if (this == null) {
      throw new TypeError(' this is null or not defined');
    }

    // 1. Let O be the result of calling ToObject passing the |this|
    //    value as the argument.
    var O = Object(this);

    // 2. Let lenValue be the result of calling the Get internal
    //    method of O with the argument "length".
    // 3. Let len be ToUint32(lenValue).
    var len = O.length >>> 0;

    // 4. If IsCallable(callback) is false, throw a TypeError exception.
    // See: http://es5.github.com/#x9.11
    if (typeof callback !== 'function') {
      throw new TypeError(callback + ' is not a function');
    }

    // 5. If thisArg was supplied, let T be thisArg; else let T be undefined.
    if (arguments.length > 1) {
      T = thisArg;
    }

    // 6. Let A be a new array created as if by the expression new Array(len)
    //    where Array is the standard built-in constructor with that name and
    //    len is the value of len.
    A = new Array(len);

    // 7. Let k be 0
    k = 0;

    // 8. Repeat, while k < len
    while (k < len) {

      var kValue, mappedValue;

      // a. Let Pk be ToString(k).
      //   This is implicit for LHS operands of the in operator
      // b. Let kPresent be the result of calling the HasProperty internal
      //    method of O with argument Pk.
      //   This step can be combined with c
      // c. If kPresent is true, then
      if (k in O) {

        // i. Let kValue be the result of calling the Get internal
        //    method of O with argument Pk.
        kValue = O[k];

        // ii. Let mappedValue be the result of calling the Call internal
        //     method of callback with T as the this value and argument
        //     list containing kValue, k, and O.
        mappedValue = callback.call(T, kValue, k, O);

        // iii. Call the DefineOwnProperty internal method of A with arguments
        // Pk, Property Descriptor
        // { Value: mappedValue,
        //   Writable: true,
        //   Enumerable: true,
        //   Configurable: true },
        // and false.

        // In browsers that support Object.defineProperty, use the following:
        // Object.defineProperty(A, k, {
        //   value: mappedValue,
        //   writable: true,
        //   enumerable: true,
        //   configurable: true
        // });

        // For best browser support, use the following:
        A[k] = mappedValue;
      }
      // d. Increase k by 1.
      k++;
    }

    // 9. return A
    return A;
  };
}

var PagedTable = function (pagedTable) {
  var me = this;

  var source = function(pagedTable) {
    var sourceElems = [].slice.call(pagedTable.children).filter(function(e) {
      return e.hasAttribute("data-pagedtable-source");
    });

    if (sourceElems === null || sourceElems.length !== 1) {
      throw("A single data-pagedtable-source was not found");
    }

    return JSON.parse(sourceElems[0].innerHTML);
  }(pagedTable);

  var options = function(source) {
    var options = typeof(source.options) !== "undefined" &&
      source.options !== null ? source.options : {};

    var columns = typeof(options.columns) !== "undefined" ? options.columns : {};
    var rows = typeof(options.rows) !== "undefined" ? options.rows : {};

    var positiveIntOrNull = function(value) {
      return parseInt(value) >= 0 ? parseInt(value) : null;
    };

    return {
      pages: positiveIntOrNull(options.pages),
      rows: {
        min: positiveIntOrNull(rows.min),
        max: positiveIntOrNull(rows.max),
        total: positiveIntOrNull(rows.total)
      },
      columns: {
        min: positiveIntOrNull(columns.min),
        max: positiveIntOrNull(columns.max),
        total: positiveIntOrNull(columns.total)
      }
    };
  }(source);

  var Measurer = function() {

    // set some default initial values that will get adjusted in runtime
    me.measures = {
      padding: 12,
      character: 8,
      height: 15,
      defaults: true
    };

    me.calculate = function(measuresCell) {
      if (!me.measures.defaults)
        return;

      var measuresCellStyle = window.getComputedStyle(measuresCell, null);

      var newPadding = parsePadding(measuresCellStyle.paddingLeft) +
            parsePadding(measuresCellStyle.paddingRight);

      var sampleString = "ABCDEFGHIJ0123456789";
      var newCharacter = Math.ceil(measuresCell.clientWidth / sampleString.length);

      if (newPadding <= 0 || newCharacter <= 0)
        return;

      me.measures.padding = newPadding;
      me.measures.character = newCharacter;
      me.measures.height = measuresCell.clientHeight;
      me.measures.defaults = false;
    };

    return me;
  };

  var Page = function(data, options) {
    var me = this;

    var defaults = {
      max: 7,
      rows: 10
    };

    var totalPages = function() {
      return Math.ceil(data.length / me.rows);
    };

    me.number = 0;
    me.max = options.pages !== null ? options.pages : defaults.max;
    me.visible = me.max;
    me.rows = options.rows.min !== null ? options.rows.min : defaults.rows;
    me.total = totalPages();

    me.setRows = function(newRows) {
      me.rows = newRows;
      me.total = totalPages();
    };

    me.setPageNumber = function(newPageNumber) {
      if (newPageNumber < 0) newPageNumber = 0;
      if (newPageNumber >= me.total) newPageNumber = me.total - 1;

      me.number = newPageNumber;
    };

    me.setVisiblePages = function(visiblePages) {
      me.visible = Math.min(me.max, visiblePages);
      me.setPageNumber(me.number);
    };

    me.getVisiblePageRange = function() {
      var start = me.number - Math.max(Math.floor((me.visible - 1) / 2), 0);
      var end = me.number + Math.floor(me.visible / 2) + 1;
      var pageCount = me.total;

      if (start < 0) {
        var diffToStart = 0 - start;
        start += diffToStart;
        end += diffToStart;
      }

      if (end > pageCount) {
        var diffToEnd = end - pageCount;
        start -= diffToEnd;
        end -= diffToEnd;
      }

      start = start < 0 ? 0 : start;
      end = end >= pageCount ? pageCount : end;

      var first = false;
      var last = false;

      if (start > 0 && me.visible > 1) {
        start = start + 1;
        first = true;
      }

      if (end < pageCount && me.visible > 2) {
        end = end - 1;
        last = true;
      }

      return {
        first: first,
        start: start,
        end: end,
        last: last
      };
    };

    me.getRowStart = function() {
      var rowStart = page.number * page.rows;
      if (rowStart < 0)
        rowStart = 0;

      return rowStart;
    };

    me.getRowEnd = function() {
      var rowStart = me.getRowStart();
      return Math.min(rowStart + me.rows, data.length);
    };

    me.getPaddingRows = function() {
      var rowStart = me.getRowStart();
      var rowEnd = me.getRowEnd();
      return data.length > me.rows ? me.rows - (rowEnd - rowStart) : 0;
    };
  };

  var Columns = function(data, columns, options) {
    var me = this;

    me.defaults = {
      min: 5
    };

    me.number = 0;
    me.visible = 0;
    me.total = columns.length;
    me.subset = [];
    me.padding = 0;
    me.min = options.columns.min !== null ? options.columns.min : me.defaults.min;
    me.max = options.columns.max !== null ? options.columns.max : null;
    me.widths = {};

    var widthsLookAhead = Math.max(100, options.rows.min);
    var paddingColChars = 10;

    me.emptyNames = function() {
      columns.forEach(function(column) {
        if (columns.label !== null && columns.label !== "")
          return false;
      });

      return true;
    };

    var parsePadding = function(value) {
      return parseInt(value) >= 0 ? parseInt(value) : 0;
    };

    me.calculateWidths = function(measures) {
      columns.forEach(function(column) {
        var maxChars = Math.max(
          column.label.toString().length,
          column.type.toString().length
        );

        for (var idxRow = 0; idxRow < Math.min(widthsLookAhead, data.length); idxRow++) {
          maxChars = Math.max(maxChars, data[idxRow][column.name.toString()].length);
        }

        me.widths[column.name] = {
          // width in characters
          chars: maxChars,
          // width for the inner html columns
          inner: maxChars * measures.character,
          // width adding outer styles like padding
          outer: maxChars * measures.character + measures.padding
        };
      });
    };

    me.getWidth = function() {
      var widthOuter = 0;
      for (var idxCol = 0; idxCol < me.subset.length; idxCol++) {
        var columnName = me.subset[idxCol].name;
        widthOuter = widthOuter + me.widths[columnName].outer;
      }

      widthOuter = widthOuter + me.padding * paddingColChars * measurer.measures.character;

      if (me.hasMoreLeftColumns()) {
        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
      }

      if (me.hasMoreRightColumns()) {
        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
      }

      return widthOuter;
    };

    me.updateSlice = function() {
      if (me.number + me.visible >= me.total)
        me.number = me.total - me.visible;

      if (me.number < 0) me.number = 0;

      me.subset = columns.slice(me.number, Math.min(me.number + me.visible, me.total));

      me.subset = me.subset.map(function(column) {
        Object.keys(column).forEach(function(colKey) {
          column[colKey] = column[colKey] === null ? "" : column[colKey].toString();
        });

        column.width = null;
        return column;
      });
    };

    me.setVisibleColumns = function(columnNumber, newVisibleColumns, paddingCount) {
      me.number = columnNumber;
      me.visible = newVisibleColumns;
      me.padding = paddingCount;

      me.updateSlice();
    };

    me.incColumnNumber = function(increment) {
      me.number = me.number + increment;
    };

    me.setColumnNumber = function(newNumber) {
      me.number = newNumber;
    };

    me.setPaddingCount = function(newPadding) {
      me.padding = newPadding;
    };

    me.getPaddingCount = function() {
      return me.padding;
    };

    me.hasMoreLeftColumns = function() {
      return me.number > 0;
    };

    me.hasMoreRightColumns = function() {
      return me.number + me.visible < me.total;
    };

    me.updateSlice(0);
    return me;
  };

  var data = source.data;
  var page = new Page(data, options);
  var measurer = new Measurer(data, options);
  var columns = new Columns(data, source.columns, options);

  var table = null;
  var tableDiv = null;
  var header = null;
  var footer = null;
  var tbody = null;

  // Caches pagedTable.clientWidth, specially for webkit
  var cachedPagedTableClientWidth = null;

  var onChangeCallbacks = [];

  var clearSelection = function() {
    if(document.selection && document.selection.empty) {
      document.selection.empty();
    } else if(window.getSelection) {
      var sel = window.getSelection();
      sel.removeAllRanges();
    }
  };

  var columnNavigationWidthPX = 5;

  var renderColumnNavigation = function(increment, backwards) {
    var arrow = document.createElement("div");
    arrow.setAttribute("style",
      "border-top: " + columnNavigationWidthPX + "px solid transparent;" +
      "border-bottom: " + columnNavigationWidthPX + "px solid transparent;" +
      "border-" + (backwards ? "right" : "left") + ": " + columnNavigationWidthPX + "px solid;");

    var header = document.createElement("th");
    header.appendChild(arrow);
    header.setAttribute("style",
      "cursor: pointer;" +
      "vertical-align: middle;" +
      "min-width: " + columnNavigationWidthPX + "px;" +
      "width: " + columnNavigationWidthPX + "px;");

    header.onclick = function() {
      columns.incColumnNumber(backwards ? -1 : increment);

      me.animateColumns(backwards);
      renderFooter();

      clearSelection();
      triggerOnChange();
    };

    return header;
  };

  var maxColumnWidth = function(width) {
    var padding = 80;
    var columnMax = Math.max(cachedPagedTableClientWidth - padding, 0);

    return parseInt(width) > 0 ?
      Math.min(columnMax, parseInt(width)) + "px" :
      columnMax + "px";
  };

  var clearHeader = function() {
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.innerHTML = "";
  };

  var renderHeader = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth;

    var fragment = document.createDocumentFragment();

    header = document.createElement("tr");
    fragment.appendChild(header);

    if (columns.number > 0)
      header.appendChild(renderColumnNavigation(-columns.visible, true));

    columns.subset = columns.subset.map(function(columnData) {
      var column = document.createElement("th");
      column.setAttribute("align", columnData.align);
      column.style.textAlign = columnData.align;

      column.style.maxWidth = maxColumnWidth(null);
      if (columnData.width) {
        column.style.minWidth =
          column.style.maxWidth = maxColumnWidth(columnData.width);
      }

      var columnName = document.createElement("div");
      columnName.setAttribute("class", "pagedtable-header-name");
      if (columnData.label === "") {
        columnName.innerHTML = "&nbsp;";
      }
      else {
        columnName.appendChild(document.createTextNode(columnData.label));
      }
      column.appendChild(columnName);

      var columnType = document.createElement("div");
      columnType.setAttribute("class", "pagedtable-header-type");
      if (columnData.type === "") {
        columnType.innerHTML = "&nbsp;";
      }
      else {
        columnType.appendChild(document.createTextNode("<" + columnData.type + ">"));
      }
      column.appendChild(columnType);

      header.appendChild(column);

      columnData.element = column;

      return columnData;
    });

    for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
      var paddingCol = document.createElement("th");
      paddingCol.setAttribute("class", "pagedtable-padding-col");
      header.appendChild(paddingCol);
    }

    if (columns.number + columns.visible < columns.total)
      header.appendChild(renderColumnNavigation(columns.visible, false));

    if (typeof(clear) == "undefined" || clear) clearHeader();
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.appendChild(fragment);
  };

  me.animateColumns = function(backwards) {
    var thead = pagedTable.querySelectorAll("thead")[0];

    var headerOld = thead.querySelectorAll("tr")[0];
    var tbodyOld = table.querySelectorAll("tbody")[0];

    me.fitColumns(backwards);

    renderHeader(false);

    header.style.opacity = "0";
    header.style.transform = backwards ? "translateX(-30px)" : "translateX(30px)";
    header.style.transition = "transform 200ms linear, opacity 200ms";
    header.style.transitionDelay = "0";

    renderBody(false);

    if (headerOld) {
      headerOld.style.position = "absolute";
      headerOld.style.transform = "translateX(0px)";
      headerOld.style.opacity = "1";
      headerOld.style.transition = "transform 100ms linear, opacity 100ms";
      headerOld.setAttribute("class", "pagedtable-remove-head");
      if (headerOld.style.transitionEnd) {
        headerOld.addEventListener("transitionend", function() {
          var headerOldByClass = thead.querySelector(".pagedtable-remove-head");
          if (headerOldByClass) thead.removeChild(headerOldByClass);
        });
      }
      else {
        thead.removeChild(headerOld);
      }
    }

    if (tbodyOld) table.removeChild(tbodyOld);

    tbody.style.opacity = "0";
    tbody.style.transition = "transform 200ms linear, opacity 200ms";
    tbody.style.transitionDelay = "0ms";

    // force relayout
    window.getComputedStyle(header).opacity;
    window.getComputedStyle(tbody).opacity;

    if (headerOld) {
      headerOld.style.transform = backwards ? "translateX(20px)" : "translateX(-30px)";
      headerOld.style.opacity = "0";
    }

    header.style.transform = "translateX(0px)";
    header.style.opacity = "1";

    tbody.style.opacity = "1";
  }

  me.onChange = function(callback) {
    onChangeCallbacks.push(callback);
  };

  var triggerOnChange = function() {
    onChangeCallbacks.forEach(function(onChange) {
      onChange();
    });
  };

  var clearBody = function() {
    if (tbody) {
      table.removeChild(tbody);
      tbody = null;
    }
  };

  var renderBody = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth

    var fragment = document.createDocumentFragment();

    var pageData = data.slice(page.getRowStart(), page.getRowEnd());

    pageData.forEach(function(dataRow, idxRow) {
      var htmlRow = document.createElement("tr");
      htmlRow.setAttribute("class", (idxRow % 2 !==0) ? "even" : "odd");

      if (columns.hasMoreLeftColumns())
        htmlRow.appendChild(document.createElement("td"));

      columns.subset.forEach(function(columnData) {
        var cellName = columnData.name;
        var dataCell = dataRow[cellName];
        var htmlCell = document.createElement("td");

        if (dataCell === "NA") htmlCell.setAttribute("class", "pagedtable-na-cell");
        if (dataCell === "__NA__") dataCell = "NA";

        var cellText = document.createTextNode(dataCell);
        htmlCell.appendChild(cellText);
        if (dataCell.length > 50) {
          htmlCell.setAttribute("title", dataCell);
        }
        htmlCell.setAttribute("align", columnData.align);
        htmlCell.style.textAlign = columnData.align;
        htmlCell.style.maxWidth = maxColumnWidth(null);
        if (columnData.width) {
          htmlCell.style.minWidth = htmlCell.style.maxWidth = maxColumnWidth(columnData.width);
        }
        htmlRow.appendChild(htmlCell);
      });

      for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
        var paddingCol = document.createElement("td");
        paddingCol.setAttribute("class", "pagedtable-padding-col");
        htmlRow.appendChild(paddingCol);
      }

      if (columns.hasMoreRightColumns())
        htmlRow.appendChild(document.createElement("td"));

      fragment.appendChild(htmlRow);
    });

    for (var idxPadding = 0; idxPadding < page.getPaddingRows(); idxPadding++) {
      var paddingRow = document.createElement("tr");

      var paddingCellRow = document.createElement("td");
      paddingCellRow.innerHTML = "&nbsp;";
      paddingCellRow.setAttribute("colspan", "100%");
      paddingRow.appendChild(paddingCellRow);

      fragment.appendChild(paddingRow);
    }

    if (typeof(clear) == "undefined" || clear) clearBody();
    tbody = document.createElement("tbody");
    tbody.appendChild(fragment);

    table.appendChild(tbody);
  };

  var getLabelInfo = function() {
    var pageStart = page.getRowStart();
    var pageEnd = page.getRowEnd();
    var totalRows = data.length;

    var totalRowsLabel = options.rows.total ? options.rows.total : totalRows;
    var totalRowsLabelFormat = totalRowsLabel.toString().replace(/(\d)(?=(\d\d\d)+(?!\d))/g, '$1,');

    var infoText = (pageStart + 1) + "-" + pageEnd + " of " + totalRowsLabelFormat + " rows";
    if (totalRows < page.rows) {
      infoText = totalRowsLabel + " row" + (totalRows != 1 ? "s" : "");
    }
    if (columns.total > columns.visible) {
      var totalColumnsLabel = options.columns.total ? options.columns.total : columns.total;

      infoText = infoText + " | " + (columns.number + 1) + "-" +
        (Math.min(columns.number + columns.visible, columns.total)) +
        " of " + totalColumnsLabel + " columns";
    }

    return infoText;
  };

  var clearFooter = function() {
    footer = pagedTable.querySelectorAll("div.pagedtable-footer")[0];
    footer.innerHTML = "";

    return footer;
  };

  var createPageLink = function(idxPage) {
    var pageLink = document.createElement("a");
    pageLinkClass = idxPage === page.number ? "pagedtable-index pagedtable-index-current" : "pagedtable-index";
    pageLink.setAttribute("class", pageLinkClass);
    pageLink.setAttribute("data-page-index", idxPage);
    pageLink.onclick = function() {
      page.setPageNumber(parseInt(this.getAttribute("data-page-index")));
      renderBody();
      renderFooter();

      triggerOnChange();
    };

    pageLink.appendChild(document.createTextNode(idxPage + 1));

    return pageLink;
  }

  var renderFooter = function() {
    footer = clearFooter();

    var next = document.createElement("a");
    next.appendChild(document.createTextNode("Next"));
    next.onclick = function() {
      page.setPageNumber(page.number + 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(next);

    var pageNumbers = document.createElement("div");
    pageNumbers.setAttribute("class", "pagedtable-indexes");

    var pageRange = page.getVisiblePageRange();

    if (pageRange.first) {
      var pageLink = createPageLink(0);
      pageNumbers.appendChild(pageLink);

      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-left");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);
    }

    for (var idxPage = pageRange.start; idxPage < pageRange.end; idxPage++) {
      var pageLink = createPageLink(idxPage);

      pageNumbers.appendChild(pageLink);
    }

    if (pageRange.last) {
      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-right");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);

      var pageLink = createPageLink(page.total - 1);
      pageNumbers.appendChild(pageLink);
    }

    if (data.length > page.rows) footer.appendChild(pageNumbers);

    var previous = document.createElement("a");
    previous.appendChild(document.createTextNode("Previous"));
    previous.onclick = function() {
      page.setPageNumber(page.number - 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(previous);

    var infoLabel = document.createElement("div");
    infoLabel.setAttribute("class", "pagedtable-info");
    infoLabel.setAttribute("title", getLabelInfo());
    infoLabel.appendChild(document.createTextNode(getLabelInfo()));
    footer.appendChild(infoLabel);

    var enabledClass = "pagedtable-index-nav";
    var disabledClass = "pagedtable-index-nav pagedtable-index-nav-disabled";
    previous.setAttribute("class", page.number <= 0 ? disabledClass : enabledClass);
    next.setAttribute("class", (page.number + 1) * page.rows >= data.length ? disabledClass : enabledClass);
  };

  var measuresCell = null;

  var renderMeasures = function() {
    var measuresTable = document.createElement("table");
    measuresTable.style.visibility = "hidden";
    measuresTable.style.position = "absolute";
    measuresTable.style.whiteSpace = "nowrap";
    measuresTable.style.height = "auto";
    measuresTable.style.width = "auto";

    var measuresRow = document.createElement("tr");
    measuresTable.appendChild(measuresRow);

    measuresCell = document.createElement("td");
    var sampleString = "ABCDEFGHIJ0123456789";
    measuresCell.appendChild(document.createTextNode(sampleString));

    measuresRow.appendChild(measuresCell);

    tableDiv.appendChild(measuresTable);
  }

  me.init = function() {
    tableDiv = document.createElement("div");
    pagedTable.appendChild(tableDiv);
    var pagedTableClass = data.length > 0 ?
      "pagedtable pagedtable-not-empty" :
      "pagedtable pagedtable-empty";

    if (columns.total == 0 || (columns.emptyNames() && data.length == 0)) {
      pagedTableClass = pagedTableClass + " pagedtable-empty-columns";
    }

    tableDiv.setAttribute("class", pagedTableClass);

    renderMeasures();
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    table = document.createElement("table");
    table.setAttribute("cellspacing", "0");
    table.setAttribute("class", "table table-condensed");
    tableDiv.appendChild(table);

    table.appendChild(document.createElement("thead"));

    var footerDiv = document.createElement("div");
    footerDiv.setAttribute("class", "pagedtable-footer");
    tableDiv.appendChild(footerDiv);

    // if the host has not yet provided horizontal space, render hidden
    if (tableDiv.clientWidth <= 0) {
      tableDiv.style.opacity = "0";
    }

    me.render();

    // retry seizing columns later if the host has not provided space
    function retryFit() {
      if (tableDiv.clientWidth <= 0) {
        setTimeout(retryFit, 100);
      } else {
        me.render();
        triggerOnChange();
      }
    }
    if (tableDiv.clientWidth <= 0) {
      retryFit();
    }
  };

  var registerWidths = function() {
    columns.subset = columns.subset.map(function(column) {
      column.width = columns.widths[column.name].inner;
      return column;
    });
  };

  var parsePadding = function(value) {
    return parseInt(value) >= 0 ? parseInt(value) : 0;
  };

  me.fixedHeight = function() {
    return options.rows.max != null;
  }

  me.fitRows = function() {
    if (me.fixedHeight())
      return;

    measurer.calculate(measuresCell);

    var rows = options.rows.min !== null ? options.rows.min : 0;
    var headerHeight = header !== null && header.offsetHeight > 0 ? header.offsetHeight : 0;
    var footerHeight = footer !== null && footer.offsetHeight > 0 ? footer.offsetHeight : 0;

    if (pagedTable.offsetHeight > 0) {
      var availableHeight = pagedTable.offsetHeight - headerHeight - footerHeight;
      rows = Math.floor((availableHeight) / measurer.measures.height);
    }

    rows = options.rows.min !== null ? Math.max(options.rows.min, rows) : rows;

    page.setRows(rows);
  }

  // The goal of this function is to add as many columns as possible
  // starting from left-to-right, when the right most limit is reached
  // it tries to add columns from the left as well.
  //
  // When startBackwards is true columns are added from right-to-left
  me.fitColumns = function(startBackwards) {
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    if (tableDiv.clientWidth > 0) {
      tableDiv.style.opacity = 1;
    }

    var visibleColumns = tableDiv.clientWidth <= 0 ? Math.max(columns.min, 1) : 1;
    var columnNumber = columns.number;
    var paddingCount = 0;

    // track a list of added columns as we build the visible ones to allow us
    // to remove columns when they don't fit anymore.
    var columnHistory = [];

    var lastTableHeight = 0;
    var backwards = startBackwards;

    var tableDivStyle = window.getComputedStyle(tableDiv, null);
    var tableDivPadding = parsePadding(tableDivStyle.paddingLeft) +
      parsePadding(tableDivStyle.paddingRight);

    var addPaddingCol = false;
    var currentWidth = 0;

    while (true) {
      columns.setVisibleColumns(columnNumber, visibleColumns, paddingCount);
      currentWidth = columns.getWidth();

      if (tableDiv.clientWidth - tableDivPadding < currentWidth) {
        break;
      }

      columnHistory.push({
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
      });

      if (columnHistory.length > 100) {
        console.error("More than 100 tries to fit columns, aborting");
        break;
      }

      if (columns.max !== null &&
        columns.visible + columns.getPaddingCount() >= columns.max) {
        break;
      }

      // if we run out of right-columns
      if (!backwards && columnNumber + columns.visible >= columns.total) {
        // if we started adding right-columns, try adding left-columns
        if (!startBackwards && columnNumber > 0) {
          backwards = true;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // if we run out of left-columns
      if (backwards && columnNumber == 0) {
        // if we started adding left-columns, try adding right-columns
        if (startBackwards && columnNumber + columns.visible < columns.total) {
          backwards = false;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // when moving backwards try fitting left columns first
      if (backwards && columnNumber > 0) {
        columnNumber = columnNumber - 1;
      }

      if (columnNumber + visibleColumns < columns.total) {
        visibleColumns = visibleColumns + 1;
      }
    }

    var lastRenderableColumn = {
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
    };

    if (columnHistory.length > 0) {
      lastRenderableColumn = columnHistory[columnHistory.length - 1];
    }

    columns.setVisibleColumns(
      lastRenderableColumn.columnNumber,
      lastRenderableColumn.visibleColumns,
      lastRenderableColumn.paddingCount);

    if (pagedTable.offsetWidth > 0) {
      page.setVisiblePages(Math.max(Math.ceil(1.0 * (pagedTable.offsetWidth - 250) / 40), 2));
    }

    registerWidths();
  };

  me.fit = function(startBackwards) {
    me.fitRows();
    me.fitColumns(startBackwards);
  }

  me.render = function() {
    me.fitColumns(false);

    // render header/footer to measure height accurately
    renderHeader();
    renderFooter();

    me.fitRows();
    renderBody();

    // re-render footer to match new rows
    renderFooter();
  }

  var resizeLastWidth = -1;
  var resizeLastHeight = -1;
  var resizeNewWidth = -1;
  var resizeNewHeight = -1;
  var resizePending = false;

  me.resize = function(newWidth, newHeight) {

    function resizeDelayed() {
      resizePending = false;

      if (
        (resizeNewWidth !== resizeLastWidth) ||
        (!me.fixedHeight() && resizeNewHeight !== resizeLastHeight)
      ) {
        resizeLastWidth = resizeNewWidth;
        resizeLastHeight = resizeNewHeight;

        setTimeout(resizeDelayed, 200);
        resizePending = true;
      } else {
        me.render();
        triggerOnChange();

        resizeLastWidth = -1;
        resizeLastHeight = -1;
      }
    }

    resizeNewWidth = newWidth;
    resizeNewHeight = newHeight;

    if (!resizePending) resizeDelayed();
  };
};

var PagedTableDoc;
(function (PagedTableDoc) {
  var allPagedTables = [];

  PagedTableDoc.initAll = function() {
    allPagedTables = [];

    var pagedTables = [].slice.call(document.querySelectorAll('[data-pagedtable="false"],[data-pagedtable=""]'));
    pagedTables.forEach(function(pagedTable, idx) {
      pagedTable.setAttribute("data-pagedtable", "true");
      pagedTable.setAttribute("pagedtable-page", 0);
      pagedTable.setAttribute("class", "pagedtable-wrapper");

      var pagedTableInstance = new PagedTable(pagedTable);
      pagedTableInstance.init();

      allPagedTables.push(pagedTableInstance);
    });
  };

  PagedTableDoc.resizeAll = function() {
    allPagedTables.forEach(function(pagedTable) {
      pagedTable.render();
    });
  };

  window.addEventListener("resize", PagedTableDoc.resizeAll);

  return PagedTableDoc;
})(PagedTableDoc || (PagedTableDoc = {}));

window.onload = function() {
  PagedTableDoc.initAll();
};
"></script>
<script src="data:application/javascript;base64,/*! jQuery UI - v1.11.4 - 2016-01-05
* http://jqueryui.com
* Includes: core.js, widget.js, mouse.js, position.js, draggable.js, droppable.js, resizable.js, selectable.js, sortable.js, accordion.js, autocomplete.js, button.js, dialog.js, menu.js, progressbar.js, selectmenu.js, slider.js, spinner.js, tabs.js, tooltip.js, effect.js, effect-blind.js, effect-bounce.js, effect-clip.js, effect-drop.js, effect-explode.js, effect-fade.js, effect-fold.js, effect-highlight.js, effect-puff.js, effect-pulsate.js, effect-scale.js, effect-shake.js, effect-size.js, effect-slide.js, effect-transfer.js
* Copyright jQuery Foundation and other contributors; Licensed MIT */

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this.options[e]=t,"disabled"===e&&(this.widget().toggleClass(this.widgetFullName+"-disabled",!!t),t&&(this.hoverable.removeClass("ui-state-hover"),this.focusable.removeClass("ui-state-focus"))),this},enable:function(){return this._setOptions({disabled:!1})},disable:function(){return this._setOptions({disabled:!0})},_on:function(t,i,s){var n,a=this;"boolean"!=typeof t&&(s=i,i=t,t=!1),s?(i=n=e(i),this.bindings=this.bindings.add(i)):(s=i,i=this.element,n=this.widget()),e.each(s,function(s,o){function r(){return t||a.options.disabled!==!0&&!e(this).hasClass("ui-state-disabled")?("string"==typeof o?a[o]:o).apply(a,arguments):void 0}"string"!=typeof o&&(r.guid=o.guid=o.guid||r.guid||e.guid++);var h=s.match(/^([\w:-]*)\s*(.*)$/),l=h[1]+a.eventNamespace,u=h[2];u?n.delegate(u,l,r):i.bind(l,r)})},_off:function(t,i){i=(i||"").split(" ").join(this.eventNamespace+" ")+this.eventNamespace,t.unbind(i).undelegate(i),this.bindings=e(this.bindings.not(t).get()),this.focusable=e(this.focusable.not(t).get()),this.hoverable=e(this.hoverable.not(t).get())},_delay:function(e,t){function i(){return("string"==typeof e?s[e]:e).apply(s,arguments)}var s=this;return setTimeout(i,t||0)},_hoverable:function(t){this.hoverable=this.hoverable.add(t),this._on(t,{mouseenter:function(t){e(t.currentTarget).addClass("ui-state-hover")},mouseleave:function(t){e(t.currentTarget).removeClass("ui-state-hover")}})},_focusable:function(t){this.focusable=this.focusable.add(t),this._on(t,{focusin:function(t){e(t.currentTarget).addClass("ui-state-focus")},focusout:function(t){e(t.currentTarget).removeClass("ui-state-focus")}})},_trigger:function(t,i,s){var n,a,o=this.options[t];if(s=s||{},i=e.Event(i),i.type=(t===this.widgetEventPrefix?t:this.widgetEventPrefix+t).toLowerCase(),i.target=this.element[0],a=i.originalEvent)for(n in a)n in i||(i[n]=a[n]);return this.element.trigger(i,s),!(e.isFunction(o)&&o.apply(this.element[0],[i].concat(s))===!1||i.isDefaultPrevented())}},e.each({show:"fadeIn",hide:"fadeOut"},function(t,i){e.Widget.prototype["_"+t]=function(s,n,a){"string"==typeof n&&(n={effect:n});var o,r=n?n===!0||"number"==typeof n?i:n.effect||i:t;n=n||{},"number"==typeof n&&(n={duration:n}),o=!e.isEmptyObject(n),n.complete=a,n.delay&&s.delay(n.delay),o&&e.effects&&e.effects.effect[r]?s[t](n):r!==t&&s[r]?s[r](n.duration,n.easing,a):s.queue(function(i){e(this)[t](),a&&a.call(s[0]),i()})}}),e.widget;var o=!1;e(document).mouseup(function(){o=!1}),e.widget("ui.mouse",{version:"1.11.4",options:{cancel:"input,textarea,button,select,option",distance:1,delay:0},_mouseInit:function(){var t=this;this.element.bind("mousedown."+this.widgetName,function(e){return t._mouseDown(e)}).bind("click."+this.widgetName,function(i){return!0===e.data(i.target,t.widgetName+".preventClickEvent")?(e.removeData(i.target,t.widgetName+".preventClickEvent"),i.stopImmediatePropagation(),!1):void 0}),this.started=!1},_mouseDestroy:function(){this.element.unbind("."+this.widgetName),this._mouseMoveDelegate&&this.document.unbind("mousemove."+this.widgetName,this._mouseMoveDelegate).unbind("mouseup."+this.widgetName,this._mouseUpDelegate)},_mouseDown:function(t){if(!o){this._mouseMoved=!1,this._mouseStarted&&this._mouseUp(t),this._mouseDownEvent=t;var i=this,s=1===t.which,n="string"==typeof this.options.cancel&&t.target.nodeName?e(t.target).closest(this.options.cancel).length:!1;return s&&!n&&this._mouseCapture(t)?(this.mouseDelayMet=!this.options.delay,this.mouseDelayMet||(this._mouseDelayTimer=setTimeout(function(){i.mouseDelayMet=!0},this.options.delay)),this._mouseDistanceMet(t)&&this._mouseDelayMet(t)&&(this._mouseStarted=this._mouseStart(t)!==!1,!this._mouseStarted)?(t.preventDefault(),!0):(!0===e.data(t.target,this.widgetName+".preventClickEvent")&&e.removeData(t.target,this.widgetName+".preventClickEvent"),this._mouseMoveDelegate=function(e){return i._mouseMove(e)},this._mouseUpDelegate=function(e){return i._mouseUp(e)},this.document.bind("mousemove."+this.widgetName,this._mouseMoveDelegate).bind("mouseup."+this.widgetName,this._mouseUpDelegate),t.preventDefault(),o=!0,!0)):!0}},_mouseMove:function(t){if(this._mouseMoved){if(e.ui.ie&&(!document.documentMode||9>document.documentMode)&&!t.button)return this._mouseUp(t);if(!t.which)return this._mouseUp(t)}return(t.which||t.button)&&(this._mouseMoved=!0),this._mouseStarted?(this._mouseDrag(t),t.preventDefault()):(this._mouseDistanceMet(t)&&this._mouseDelayMet(t)&&(this._mouseStarted=this._mouseStart(this._mouseDownEvent,t)!==!1,this._mouseStarted?this._mouseDrag(t):this._mouseUp(t)),!this._mouseStarted)},_mouseUp:function(t){return this.document.unbind("mousemove."+this.widgetName,this._mouseMoveDelegate).unbind("mouseup."+this.widgetName,this._mouseUpDelegate),this._mouseStarted&&(this._mouseStarted=!1,t.target===this._mouseDownEvent.target&&e.data(t.target,this.widgetName+".preventClickEvent",!0),this._mouseStop(t)),o=!1,!1},_mouseDistanceMet:function(e){return Math.max(Math.abs(this._mouseDownEvent.pageX-e.pageX),Math.abs(this._mouseDownEvent.pageY-e.pageY))>=this.options.distance},_mouseDelayMet:function(){return this.mouseDelayMet},_mouseStart:function(){},_mouseDrag:function(){},_mouseStop:function(){},_mouseCapture:function(){return!0}}),function(){function t(e,t,i){return[parseFloat(e[0])*(p.test(e[0])?t/100:1),parseFloat(e[1])*(p.test(e[1])?i/100:1)]}function i(t,i){return parseInt(e.css(t,i),10)||0}function s(t){var i=t[0];return 9===i.nodeType?{width:t.width(),height:t.height(),offset:{top:0,left:0}}:e.isWindow(i)?{width:t.width(),height:t.height(),offset:{top:t.scrollTop(),left:t.scrollLeft()}}:i.preventDefault?{width:0,height:0,offset:{top:i.pageY,left:i.pageX}}:{width:t.outerWidth(),height:t.outerHeight(),offset:t.offset()}}e.ui=e.ui||{};var n,a,o=Math.max,r=Math.abs,h=Math.round,l=/left|center|right/,u=/top|center|bottom/,d=/[\+\-]\d+(\.[\d]+)?%?/,c=/^\w+/,p=/%$/,f=e.fn.position;e.position={scrollbarWidth:function(){if(void 0!==n)return n;var t,i,s=e("<div style='display:block;position:absolute;width:50px;height:50px;overflow:hidden;'><div style='height:100px;width:auto;'></div></div>"),a=s.children()[0];return e("body").append(s),t=a.offsetWidth,s.css("overflow","scroll"),i=a.offsetWidth,t===i&&(i=s[0].clientWidth),s.remove(),n=t-i},getScrollInfo:function(t){var i=t.isWindow||t.isDocument?"":t.element.css("overflow-x"),s=t.isWindow||t.isDocument?"":t.element.css("overflow-y"),n="scroll"===i||"auto"===i&&t.width<t.element[0].scrollWidth,a="scroll"===s||"auto"===s&&t.height<t.element[0].scrollHeight;return{width:a?e.position.scrollbarWidth():0,height:n?e.position.scrollbarWidth():0}},getWithinInfo:function(t){var i=e(t||window),s=e.isWindow(i[0]),n=!!i[0]&&9===i[0].nodeType;return{element:i,isWindow:s,isDocument:n,offset:i.offset()||{left:0,top:0},scrollLeft:i.scrollLeft(),scrollTop:i.scrollTop(),width:s||n?i.width():i.outerWidth(),height:s||n?i.height():i.outerHeight()}}},e.fn.position=function(n){if(!n||!n.of)return f.apply(this,arguments);n=e.extend({},n);var p,m,g,v,y,b,_=e(n.of),x=e.position.getWithinInfo(n.within),w=e.position.getScrollInfo(x),k=(n.collision||"flip").split(" "),T={};return b=s(_),_[0].preventDefault&&(n.at="left top"),m=b.width,g=b.height,v=b.offset,y=e.extend({},v),e.each(["my","at"],function(){var e,t,i=(n[this]||"").split(" ");1===i.length&&(i=l.test(i[0])?i.concat(["center"]):u.test(i[0])?["center"].concat(i):["center","center"]),i[0]=l.test(i[0])?i[0]:"center",i[1]=u.test(i[1])?i[1]:"center",e=d.exec(i[0]),t=d.exec(i[1]),T[this]=[e?e[0]:0,t?t[0]:0],n[this]=[c.exec(i[0])[0],c.exec(i[1])[0]]}),1===k.length&&(k[1]=k[0]),"right"===n.at[0]?y.left+=m:"center"===n.at[0]&&(y.left+=m/2),"bottom"===n.at[1]?y.top+=g:"center"===n.at[1]&&(y.top+=g/2),p=t(T.at,m,g),y.left+=p[0],y.top+=p[1],this.each(function(){var s,l,u=e(this),d=u.outerWidth(),c=u.outerHeight(),f=i(this,"marginLeft"),b=i(this,"marginTop"),D=d+f+i(this,"marginRight")+w.width,S=c+b+i(this,"marginBottom")+w.height,N=e.extend({},y),M=t(T.my,u.outerWidth(),u.outerHeight());"right"===n.my[0]?N.left-=d:"center"===n.my[0]&&(N.left-=d/2),"bottom"===n.my[1]?N.top-=c:"center"===n.my[1]&&(N.top-=c/2),N.left+=M[0],N.top+=M[1],a||(N.left=h(N.left),N.top=h(N.top)),s={marginLeft:f,marginTop:b},e.each(["left","top"],function(t,i){e.ui.position[k[t]]&&e.ui.position[k[t]][i](N,{targetWidth:m,targetHeight:g,elemWidth:d,elemHeight:c,collisionPosition:s,collisionWidth:D,collisionHeight:S,offset:[p[0]+M[0],p[1]+M[1]],my:n.my,at:n.at,within:x,elem:u})}),n.using&&(l=function(e){var t=v.left-N.left,i=t+m-d,s=v.top-N.top,a=s+g-c,h={target:{element:_,left:v.left,top:v.top,width:m,height:g},element:{element:u,left:N.left,top:N.top,width:d,height:c},horizontal:0>i?"left":t>0?"right":"center",vertical:0>a?"top":s>0?"bottom":"middle"};d>m&&m>r(t+i)&&(h.horizontal="center"),c>g&&g>r(s+a)&&(h.vertical="middle"),h.important=o(r(t),r(i))>o(r(s),r(a))?"horizontal":"vertical",n.using.call(this,e,h)}),u.offset(e.extend(N,{using:l}))})},e.ui.position={fit:{left:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollLeft:s.offset.left,a=s.width,r=e.left-t.collisionPosition.marginLeft,h=n-r,l=r+t.collisionWidth-a-n;t.collisionWidth>a?h>0&&0>=l?(i=e.left+h+t.collisionWidth-a-n,e.left+=h-i):e.left=l>0&&0>=h?n:h>l?n+a-t.collisionWidth:n:h>0?e.left+=h:l>0?e.left-=l:e.left=o(e.left-r,e.left)},top:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollTop:s.offset.top,a=t.within.height,r=e.top-t.collisionPosition.marginTop,h=n-r,l=r+t.collisionHeight-a-n;t.collisionHeight>a?h>0&&0>=l?(i=e.top+h+t.collisionHeight-a-n,e.top+=h-i):e.top=l>0&&0>=h?n:h>l?n+a-t.collisionHeight:n:h>0?e.top+=h:l>0?e.top-=l:e.top=o(e.top-r,e.top)}},flip:{left:function(e,t){var i,s,n=t.within,a=n.offset.left+n.scrollLeft,o=n.width,h=n.isWindow?n.scrollLeft:n.offset.left,l=e.left-t.collisionPosition.marginLeft,u=l-h,d=l+t.collisionWidth-o-h,c="left"===t.my[0]?-t.elemWidth:"right"===t.my[0]?t.elemWidth:0,p="left"===t.at[0]?t.targetWidth:"right"===t.at[0]?-t.targetWidth:0,f=-2*t.offset[0];0>u?(i=e.left+c+p+f+t.collisionWidth-o-a,(0>i||r(u)>i)&&(e.left+=c+p+f)):d>0&&(s=e.left-t.collisionPosition.marginLeft+c+p+f-h,(s>0||d>r(s))&&(e.left+=c+p+f))},top:function(e,t){var i,s,n=t.within,a=n.offset.top+n.scrollTop,o=n.height,h=n.isWindow?n.scrollTop:n.offset.top,l=e.top-t.collisionPosition.marginTop,u=l-h,d=l+t.collisionHeight-o-h,c="top"===t.my[1],p=c?-t.elemHeight:"bottom"===t.my[1]?t.elemHeight:0,f="top"===t.at[1]?t.targetHeight:"bottom"===t.at[1]?-t.targetHeight:0,m=-2*t.offset[1];0>u?(s=e.top+p+f+m+t.collisionHeight-o-a,(0>s||r(u)>s)&&(e.top+=p+f+m)):d>0&&(i=e.top-t.collisionPosition.marginTop+p+f+m-h,(i>0||d>r(i))&&(e.top+=p+f+m))}},flipfit:{left:function(){e.ui.position.flip.left.apply(this,arguments),e.ui.position.fit.left.apply(this,arguments)},top:function(){e.ui.position.flip.top.apply(this,arguments),e.ui.position.fit.top.apply(this,arguments)}}},function(){var t,i,s,n,o,r=document.getElementsByTagName("body")[0],h=document.createElement("div");t=document.createElement(r?"div":"body"),s={visibility:"hidden",width:0,height:0,border:0,margin:0,background:"none"},r&&e.extend(s,{position:"absolute",left:"-1000px",top:"-1000px"});for(o in s)t.style[o]=s[o];t.appendChild(h),i=r||document.documentElement,i.insertBefore(t,i.firstChild),h.style.cssText="position: absolute; left: 10.7432222px;",n=e(h).offset().left,a=n>10&&11>n,t.innerHTML="",i.removeChild(t)}()}(),e.ui.position,e.widget("ui.draggable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"===this.options.helper&&this._setPositionRelative(),this.options.addClasses&&this.element.addClass("ui-draggable"),this.options.disabled&&this.element.addClass("ui-draggable-disabled"),this._setHandleClassName(),this._mouseInit()},_setOption:function(e,t){this._super(e,t),"handle"===e&&(this._removeHandleClassName(),this._setHandleClassName())},_destroy:function(){return(this.helper||this.element).is(".ui-draggable-dragging")?(this.destroyOnClear=!0,void 0):(this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._removeHandleClassName(),this._mouseDestroy(),void 0)},_mouseCapture:function(t){var i=this.options;return this._blurActiveElement(t),this.helper||i.disabled||e(t.target).closest(".ui-resizable-handle").length>0?!1:(this.handle=this._getHandle(t),this.handle?(this._blockFrames(i.iframeFix===!0?"iframe":i.iframeFix),!0):!1)},_blockFrames:function(t){this.iframeBlocks=this.document.find(t).map(function(){var t=e(this);return e("<div>").css("position","absolute").appendTo(t.parent()).outerWidth(t.outerWidth()).outerHeight(t.outerHeight()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_blurActiveElement:function(t){var i=this.document[0];if(this.handleElement.is(t.target))try{i.activeElement&&"body"!==i.activeElement.nodeName.toLowerCase()&&e(i.activeElement).blur()}catch(s){}},_mouseStart:function(t){var i=this.options;return this.helper=this._createHelper(t),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),e.ui.ddmanager&&(e.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(!0),this.offsetParent=this.helper.offsetParent(),this.hasFixedAncestor=this.helper.parents().filter(function(){return"fixed"===e(this).css("position")}).length>0,this.positionAbs=this.element.offset(),this._refreshOffsets(t),this.originalPosition=this.position=this._generatePosition(t,!1),this.originalPageX=t.pageX,this.originalPageY=t.pageY,i.cursorAt&&this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",t)===!1?(this._clear(),!1):(this._cacheHelperProportions(),e.ui.ddmanager&&!i.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this._normalizeRightBottom(),this._mouseDrag(t,!0),e.ui.ddmanager&&e.ui.ddmanager.dragStart(this,t),!0)},_refreshOffsets:function(e){this.offset={top:this.positionAbs.top-this.margins.top,left:this.positionAbs.left-this.margins.left,scroll:!1,parent:this._getParentOffset(),relative:this._getRelativeOffset()},this.offset.click={left:e.pageX-this.offset.left,top:e.pageY-this.offset.top}},_mouseDrag:function(t,i){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(t,!0),this.positionAbs=this._convertPositionTo("absolute"),!i){var s=this._uiHash();if(this._trigger("drag",t,s)===!1)return this._mouseUp({}),!1;this.position=s.position}return this.helper[0].style.left=this.position.left+"px",this.helper[0].style.top=this.position.top+"px",e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),!1},_mouseStop:function(t){var i=this,s=!1;return e.ui.ddmanager&&!this.options.dropBehaviour&&(s=e.ui.ddmanager.drop(this,t)),this.dropped&&(s=this.dropped,this.dropped=!1),"invalid"===this.options.revert&&!s||"valid"===this.options.revert&&s||this.options.revert===!0||e.isFunction(this.options.revert)&&this.options.revert.call(this.element,s)?e(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",t)!==!1&&i._clear()}):this._trigger("stop",t)!==!1&&this._clear(),!1},_mouseUp:function(t){return this._unblockFrames(),e.ui.ddmanager&&e.ui.ddmanager.dragStop(this,t),this.handleElement.is(t.target)&&this.element.focus(),e.ui.mouse.prototype._mouseUp.call(this,t)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(t){return this.options.handle?!!e(t.target).closest(this.element.find(this.options.handle)).length:!0},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this.handleElement.addClass("ui-draggable-handle")},_removeHandleClassName:function(){this.handleElement.removeClass("ui-draggable-handle")},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper),n=s?e(i.helper.apply(this.element[0],[t])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),s&&n[0]===this.element[0]&&this._setPositionRelative(),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_setPositionRelative:function(){/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative")},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_isRootNode:function(e){return/(html|body)/i.test(e.tagName)||e===this.document[0]},_getParentOffset:function(){var t=this.offsetParent.offset(),i=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==i&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),this._isRootNode(this.offsetParent[0])&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var e=this.element.position(),t=this._isRootNode(this.scrollParent[0]);return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+(t?0:this.scrollParent.scrollTop()),left:e.left-(parseInt(this.helper.css("left"),10)||0)+(t?0:this.scrollParent.scrollLeft())}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options,a=this.document[0];return this.relativeContainer=null,n.containment?"window"===n.containment?(this.containment=[e(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,e(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,e(window).scrollLeft()+e(window).width()-this.helperProportions.width-this.margins.left,e(window).scrollTop()+(e(window).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):"document"===n.containment?(this.containment=[0,0,e(a).width()-this.helperProportions.width-this.margins.left,(e(a).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):n.containment.constructor===Array?(this.containment=n.containment,void 0):("parent"===n.containment&&(n.containment=this.helper[0].parentNode),i=e(n.containment),s=i[0],s&&(t=/(scroll|auto)/.test(i.css("overflow")),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(t?Math.max(s.scrollWidth,s.offsetWidth):s.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(t?Math.max(s.scrollHeight,s.offsetHeight):s.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=i),void 0):(this.containment=null,void 0)},_convertPositionTo:function(e,t){t||(t=this.position);var i="absolute"===e?1:-1,s=this._isRootNode(this.scrollParent[0]);return{top:t.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.offset.scroll.top:s?0:this.offset.scroll.top)*i,left:t.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.offset.scroll.left:s?0:this.offset.scroll.left)*i}},_generatePosition:function(e,t){var i,s,n,a,o=this.options,r=this._isRootNode(this.scrollParent[0]),h=e.pageX,l=e.pageY;return r&&this.offset.scroll||(this.offset.scroll={top:this.scrollParent.scrollTop(),left:this.scrollParent.scrollLeft()}),t&&(this.containment&&(this.relativeContainer?(s=this.relativeContainer.offset(),i=[this.containment[0]+s.left,this.containment[1]+s.top,this.containment[2]+s.left,this.containment[3]+s.top]):i=this.containment,e.pageX-this.offset.click.left<i[0]&&(h=i[0]+this.offset.click.left),e.pageY-this.offset.click.top<i[1]&&(l=i[1]+this.offset.click.top),e.pageX-this.offset.click.left>i[2]&&(h=i[2]+this.offset.click.left),e.pageY-this.offset.click.top>i[3]&&(l=i[3]+this.offset.click.top)),o.grid&&(n=o.grid[1]?this.originalPageY+Math.round((l-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,l=i?n-this.offset.click.top>=i[1]||n-this.offset.click.top>i[3]?n:n-this.offset.click.top>=i[1]?n-o.grid[1]:n+o.grid[1]:n,a=o.grid[0]?this.originalPageX+Math.round((h-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,h=i?a-this.offset.click.left>=i[0]||a-this.offset.click.left>i[2]?a:a-this.offset.click.left>=i[0]?a-o.grid[0]:a+o.grid[0]:a),"y"===o.axis&&(h=this.originalPageX),"x"===o.axis&&(l=this.originalPageY)),{top:l-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.offset.scroll.top:r?0:this.offset.scroll.top),left:h-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.offset.scroll.left:r?0:this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1,this.destroyOnClear&&this.destroy()},_normalizeRightBottom:function(){"y"!==this.options.axis&&"auto"!==this.helper.css("right")&&(this.helper.width(this.helper.width()),this.helper.css("right","auto")),"x"!==this.options.axis&&"auto"!==this.helper.css("bottom")&&(this.helper.height(this.helper.height()),this.helper.css("bottom","auto"))},_trigger:function(t,i,s){return s=s||this._uiHash(),e.ui.plugin.call(this,t,[i,s,this],!0),/^(drag|start|stop)/.test(t)&&(this.positionAbs=this._convertPositionTo("absolute"),s.offset=this.positionAbs),e.Widget.prototype._trigger.call(this,t,i,s)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),e.ui.plugin.add("draggable","connectToSortable",{start:function(t,i,s){var n=e.extend({},i,{item:s.element});s.sortables=[],e(s.options.connectToSortable).each(function(){var i=e(this).sortable("instance");i&&!i.options.disabled&&(s.sortables.push(i),i.refreshPositions(),i._trigger("activate",t,n))})},stop:function(t,i,s){var n=e.extend({},i,{item:s.element});s.cancelHelperRemoval=!1,e.each(s.sortables,function(){var e=this;e.isOver?(e.isOver=0,s.cancelHelperRemoval=!0,e.cancelHelperRemoval=!1,e._storedCSS={position:e.placeholder.css("position"),top:e.placeholder.css("top"),left:e.placeholder.css("left")},e._mouseStop(t),e.options.helper=e.options._helper):(e.cancelHelperRemoval=!0,e._trigger("deactivate",t,n))})},drag:function(t,i,s){e.each(s.sortables,function(){var n=!1,a=this;a.positionAbs=s.positionAbs,a.helperProportions=s.helperProportions,a.offset.click=s.offset.click,a._intersectsWith(a.containerCache)&&(n=!0,e.each(s.sortables,function(){return this.positionAbs=s.positionAbs,this.helperProportions=s.helperProportions,this.offset.click=s.offset.click,this!==a&&this._intersectsWith(this.containerCache)&&e.contains(a.element[0],this.element[0])&&(n=!1),n
})),n?(a.isOver||(a.isOver=1,s._parent=i.helper.parent(),a.currentItem=i.helper.appendTo(a.element).data("ui-sortable-item",!0),a.options._helper=a.options.helper,a.options.helper=function(){return i.helper[0]},t.target=a.currentItem[0],a._mouseCapture(t,!0),a._mouseStart(t,!0,!0),a.offset.click.top=s.offset.click.top,a.offset.click.left=s.offset.click.left,a.offset.parent.left-=s.offset.parent.left-a.offset.parent.left,a.offset.parent.top-=s.offset.parent.top-a.offset.parent.top,s._trigger("toSortable",t),s.dropped=a.element,e.each(s.sortables,function(){this.refreshPositions()}),s.currentItem=s.element,a.fromOutside=s),a.currentItem&&(a._mouseDrag(t),i.position=a.position)):a.isOver&&(a.isOver=0,a.cancelHelperRemoval=!0,a.options._revert=a.options.revert,a.options.revert=!1,a._trigger("out",t,a._uiHash(a)),a._mouseStop(t,!0),a.options.revert=a.options._revert,a.options.helper=a.options._helper,a.placeholder&&a.placeholder.remove(),i.helper.appendTo(s._parent),s._refreshOffsets(t),i.position=s._generatePosition(t,!0),s._trigger("fromSortable",t),s.dropped=!1,e.each(s.sortables,function(){this.refreshPositions()}))})}}),e.ui.plugin.add("draggable","cursor",{start:function(t,i,s){var n=e("body"),a=s.options;n.css("cursor")&&(a._cursor=n.css("cursor")),n.css("cursor",a.cursor)},stop:function(t,i,s){var n=s.options;n._cursor&&e("body").css("cursor",n._cursor)}}),e.ui.plugin.add("draggable","opacity",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("opacity")&&(a._opacity=n.css("opacity")),n.css("opacity",a.opacity)},stop:function(t,i,s){var n=s.options;n._opacity&&e(i.helper).css("opacity",n._opacity)}}),e.ui.plugin.add("draggable","scroll",{start:function(e,t,i){i.scrollParentNotHidden||(i.scrollParentNotHidden=i.helper.scrollParent(!1)),i.scrollParentNotHidden[0]!==i.document[0]&&"HTML"!==i.scrollParentNotHidden[0].tagName&&(i.overflowOffset=i.scrollParentNotHidden.offset())},drag:function(t,i,s){var n=s.options,a=!1,o=s.scrollParentNotHidden[0],r=s.document[0];o!==r&&"HTML"!==o.tagName?(n.axis&&"x"===n.axis||(s.overflowOffset.top+o.offsetHeight-t.pageY<n.scrollSensitivity?o.scrollTop=a=o.scrollTop+n.scrollSpeed:t.pageY-s.overflowOffset.top<n.scrollSensitivity&&(o.scrollTop=a=o.scrollTop-n.scrollSpeed)),n.axis&&"y"===n.axis||(s.overflowOffset.left+o.offsetWidth-t.pageX<n.scrollSensitivity?o.scrollLeft=a=o.scrollLeft+n.scrollSpeed:t.pageX-s.overflowOffset.left<n.scrollSensitivity&&(o.scrollLeft=a=o.scrollLeft-n.scrollSpeed))):(n.axis&&"x"===n.axis||(t.pageY-e(r).scrollTop()<n.scrollSensitivity?a=e(r).scrollTop(e(r).scrollTop()-n.scrollSpeed):e(window).height()-(t.pageY-e(r).scrollTop())<n.scrollSensitivity&&(a=e(r).scrollTop(e(r).scrollTop()+n.scrollSpeed))),n.axis&&"y"===n.axis||(t.pageX-e(r).scrollLeft()<n.scrollSensitivity?a=e(r).scrollLeft(e(r).scrollLeft()-n.scrollSpeed):e(window).width()-(t.pageX-e(r).scrollLeft())<n.scrollSensitivity&&(a=e(r).scrollLeft(e(r).scrollLeft()+n.scrollSpeed)))),a!==!1&&e.ui.ddmanager&&!n.dropBehaviour&&e.ui.ddmanager.prepareOffsets(s,t)}}),e.ui.plugin.add("draggable","snap",{start:function(t,i,s){var n=s.options;s.snapElements=[],e(n.snap.constructor!==String?n.snap.items||":data(ui-draggable)":n.snap).each(function(){var t=e(this),i=t.offset();this!==s.element[0]&&s.snapElements.push({item:this,width:t.outerWidth(),height:t.outerHeight(),top:i.top,left:i.left})})},drag:function(t,i,s){var n,a,o,r,h,l,u,d,c,p,f=s.options,m=f.snapTolerance,g=i.offset.left,v=g+s.helperProportions.width,y=i.offset.top,b=y+s.helperProportions.height;for(c=s.snapElements.length-1;c>=0;c--)h=s.snapElements[c].left-s.margins.left,l=h+s.snapElements[c].width,u=s.snapElements[c].top-s.margins.top,d=u+s.snapElements[c].height,h-m>v||g>l+m||u-m>b||y>d+m||!e.contains(s.snapElements[c].item.ownerDocument,s.snapElements[c].item)?(s.snapElements[c].snapping&&s.options.snap.release&&s.options.snap.release.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=!1):("inner"!==f.snapMode&&(n=m>=Math.abs(u-b),a=m>=Math.abs(d-y),o=m>=Math.abs(h-v),r=m>=Math.abs(l-g),n&&(i.position.top=s._convertPositionTo("relative",{top:u-s.helperProportions.height,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h-s.helperProportions.width}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l}).left)),p=n||a||o||r,"outer"!==f.snapMode&&(n=m>=Math.abs(u-y),a=m>=Math.abs(d-b),o=m>=Math.abs(h-g),r=m>=Math.abs(l-v),n&&(i.position.top=s._convertPositionTo("relative",{top:u,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d-s.helperProportions.height,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l-s.helperProportions.width}).left)),!s.snapElements[c].snapping&&(n||a||o||r||p)&&s.options.snap.snap&&s.options.snap.snap.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=n||a||o||r||p)}}),e.ui.plugin.add("draggable","stack",{start:function(t,i,s){var n,a=s.options,o=e.makeArray(e(a.stack)).sort(function(t,i){return(parseInt(e(t).css("zIndex"),10)||0)-(parseInt(e(i).css("zIndex"),10)||0)});o.length&&(n=parseInt(e(o[0]).css("zIndex"),10)||0,e(o).each(function(t){e(this).css("zIndex",n+t)}),this.css("zIndex",n+o.length))}}),e.ui.plugin.add("draggable","zIndex",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("zIndex")&&(a._zIndex=n.css("zIndex")),n.css("zIndex",a.zIndex)},stop:function(t,i,s){var n=s.options;n._zIndex&&e(i.helper).css("zIndex",n._zIndex)}}),e.ui.draggable,e.widget("ui.droppable",{version:"1.11.4",widgetEventPrefix:"drop",options:{accept:"*",activeClass:!1,addClasses:!0,greedy:!1,hoverClass:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var t,i=this.options,s=i.accept;this.isover=!1,this.isout=!0,this.accept=e.isFunction(s)?s:function(e){return e.is(s)},this.proportions=function(){return arguments.length?(t=arguments[0],void 0):t?t:t={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight}},this._addToManager(i.scope),i.addClasses&&this.element.addClass("ui-droppable")},_addToManager:function(t){e.ui.ddmanager.droppables[t]=e.ui.ddmanager.droppables[t]||[],e.ui.ddmanager.droppables[t].push(this)},_splice:function(e){for(var t=0;e.length>t;t++)e[t]===this&&e.splice(t,1)},_destroy:function(){var t=e.ui.ddmanager.droppables[this.options.scope];this._splice(t),this.element.removeClass("ui-droppable ui-droppable-disabled")},_setOption:function(t,i){if("accept"===t)this.accept=e.isFunction(i)?i:function(e){return e.is(i)};else if("scope"===t){var s=e.ui.ddmanager.droppables[this.options.scope];this._splice(s),this._addToManager(i)}this._super(t,i)},_activate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.addClass(this.options.activeClass),i&&this._trigger("activate",t,this.ui(i))},_deactivate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.removeClass(this.options.activeClass),i&&this._trigger("deactivate",t,this.ui(i))},_over:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.addClass(this.options.hoverClass),this._trigger("over",t,this.ui(i)))},_out:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("out",t,this.ui(i)))},_drop:function(t,i){var s=i||e.ui.ddmanager.current,n=!1;return s&&(s.currentItem||s.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var i=e(this).droppable("instance");return i.options.greedy&&!i.options.disabled&&i.options.scope===s.options.scope&&i.accept.call(i.element[0],s.currentItem||s.element)&&e.ui.intersect(s,e.extend(i,{offset:i.element.offset()}),i.options.tolerance,t)?(n=!0,!1):void 0}),n?!1:this.accept.call(this.element[0],s.currentItem||s.element)?(this.options.activeClass&&this.element.removeClass(this.options.activeClass),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("drop",t,this.ui(s)),this.element):!1):!1},ui:function(e){return{draggable:e.currentItem||e.element,helper:e.helper,position:e.position,offset:e.positionAbs}}}),e.ui.intersect=function(){function e(e,t,i){return e>=t&&t+i>e}return function(t,i,s,n){if(!i.offset)return!1;var a=(t.positionAbs||t.position.absolute).left+t.margins.left,o=(t.positionAbs||t.position.absolute).top+t.margins.top,r=a+t.helperProportions.width,h=o+t.helperProportions.height,l=i.offset.left,u=i.offset.top,d=l+i.proportions().width,c=u+i.proportions().height;switch(s){case"fit":return a>=l&&d>=r&&o>=u&&c>=h;case"intersect":return a+t.helperProportions.width/2>l&&d>r-t.helperProportions.width/2&&o+t.helperProportions.height/2>u&&c>h-t.helperProportions.height/2;case"pointer":return e(n.pageY,u,i.proportions().height)&&e(n.pageX,l,i.proportions().width);case"touch":return(o>=u&&c>=o||h>=u&&c>=h||u>o&&h>c)&&(a>=l&&d>=a||r>=l&&d>=r||l>a&&r>d);default:return!1}}}(),e.ui.ddmanager={current:null,droppables:{"default":[]},prepareOffsets:function(t,i){var s,n,a=e.ui.ddmanager.droppables[t.options.scope]||[],o=i?i.type:null,r=(t.currentItem||t.element).find(":data(ui-droppable)").addBack();e:for(s=0;a.length>s;s++)if(!(a[s].options.disabled||t&&!a[s].accept.call(a[s].element[0],t.currentItem||t.element))){for(n=0;r.length>n;n++)if(r[n]===a[s].element[0]){a[s].proportions().height=0;continue e}a[s].visible="none"!==a[s].element.css("display"),a[s].visible&&("mousedown"===o&&a[s]._activate.call(a[s],i),a[s].offset=a[s].element.offset(),a[s].proportions({width:a[s].element[0].offsetWidth,height:a[s].element[0].offsetHeight}))}},drop:function(t,i){var s=!1;return e.each((e.ui.ddmanager.droppables[t.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&e.ui.intersect(t,this,this.options.tolerance,i)&&(s=this._drop.call(this,i)||s),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],t.currentItem||t.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),s},dragStart:function(t,i){t.element.parentsUntil("body").bind("scroll.droppable",function(){t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)})},drag:function(t,i){t.options.refreshPositions&&e.ui.ddmanager.prepareOffsets(t,i),e.each(e.ui.ddmanager.droppables[t.options.scope]||[],function(){if(!this.options.disabled&&!this.greedyChild&&this.visible){var s,n,a,o=e.ui.intersect(t,this,this.options.tolerance,i),r=!o&&this.isover?"isout":o&&!this.isover?"isover":null;r&&(this.options.greedy&&(n=this.options.scope,a=this.element.parents(":data(ui-droppable)").filter(function(){return e(this).droppable("instance").options.scope===n}),a.length&&(s=e(a[0]).droppable("instance"),s.greedyChild="isover"===r)),s&&"isover"===r&&(s.isover=!1,s.isout=!0,s._out.call(s,i)),this[r]=!0,this["isout"===r?"isover":"isout"]=!1,this["isover"===r?"_over":"_out"].call(this,i),s&&"isout"===r&&(s.isout=!1,s.isover=!0,s._over.call(s,i)))}})},dragStop:function(t,i){t.element.parentsUntil("body").unbind("scroll.droppable"),t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)}},e.ui.droppable,e.widget("ui.resizable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:90,resize:null,start:null,stop:null},_num:function(e){return parseInt(e,10)||0},_isNumber:function(e){return!isNaN(parseInt(e,10))},_hasScroll:function(t,i){if("hidden"===e(t).css("overflow"))return!1;var s=i&&"left"===i?"scrollLeft":"scrollTop",n=!1;return t[s]>0?!0:(t[s]=1,n=t[s]>0,t[s]=0,n)},_create:function(){var t,i,s,n,a,o=this,r=this.options;if(this.element.addClass("ui-resizable"),e.extend(this,{_aspectRatio:!!r.aspectRatio,aspectRatio:r.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:r.helper||r.ghost||r.animate?r.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/^(canvas|textarea|input|select|button|img)$/i)&&(this.element.wrap(e("<div class='ui-wrapper' style='overflow: hidden;'></div>").css({position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("ui-resizable",this.element.resizable("instance")),this.elementIsWrapper=!0,this.element.css({marginLeft:this.originalElement.css("marginLeft"),marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom")}),this.originalElement.css({marginLeft:0,marginTop:0,marginRight:0,marginBottom:0}),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css({margin:this.originalElement.css("margin")}),this._proportionallyResize()),this.handles=r.handles||(e(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se"),this._handles=e(),this.handles.constructor===String)for("all"===this.handles&&(this.handles="n,e,s,w,se,sw,ne,nw"),t=this.handles.split(","),this.handles={},i=0;t.length>i;i++)s=e.trim(t[i]),a="ui-resizable-"+s,n=e("<div class='ui-resizable-handle "+a+"'></div>"),n.css({zIndex:r.zIndex}),"se"===s&&n.addClass("ui-icon ui-icon-gripsmall-diagonal-se"),this.handles[s]=".ui-resizable-"+s,this.element.append(n);this._renderAxis=function(t){var i,s,n,a;t=t||this.element;for(i in this.handles)this.handles[i].constructor===String?this.handles[i]=this.element.children(this.handles[i]).first().show():(this.handles[i].jquery||this.handles[i].nodeType)&&(this.handles[i]=e(this.handles[i]),this._on(this.handles[i],{mousedown:o._mouseDown})),this.elementIsWrapper&&this.originalElement[0].nodeName.match(/^(textarea|input|select|button)$/i)&&(s=e(this.handles[i],this.element),a=/sw|ne|nw|se|n|s/.test(i)?s.outerHeight():s.outerWidth(),n=["padding",/ne|nw|n/.test(i)?"Top":/se|sw|s/.test(i)?"Bottom":/^e$/.test(i)?"Right":"Left"].join(""),t.css(n,a),this._proportionallyResize()),this._handles=this._handles.add(this.handles[i])},this._renderAxis(this.element),this._handles=this._handles.add(this.element.find(".ui-resizable-handle")),this._handles.disableSelection(),this._handles.mouseover(function(){o.resizing||(this.className&&(n=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),o.axis=n&&n[1]?n[1]:"se")}),r.autoHide&&(this._handles.hide(),e(this.element).addClass("ui-resizable-autohide").mouseenter(function(){r.disabled||(e(this).removeClass("ui-resizable-autohide"),o._handles.show())}).mouseleave(function(){r.disabled||o.resizing||(e(this).addClass("ui-resizable-autohide"),o._handles.hide())})),this._mouseInit()},_destroy:function(){this._mouseDestroy();var t,i=function(t){e(t).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").removeData("ui-resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};return this.elementIsWrapper&&(i(this.element),t=this.element,this.originalElement.css({position:t.css("position"),width:t.outerWidth(),height:t.outerHeight(),top:t.css("top"),left:t.css("left")}).insertAfter(t),t.remove()),this.originalElement.css("resize",this.originalResizeStyle),i(this.originalElement),this},_mouseCapture:function(t){var i,s,n=!1;for(i in this.handles)s=e(this.handles[i])[0],(s===t.target||e.contains(s,t.target))&&(n=!0);return!this.options.disabled&&n},_mouseStart:function(t){var i,s,n,a=this.options,o=this.element;return this.resizing=!0,this._renderProxy(),i=this._num(this.helper.css("left")),s=this._num(this.helper.css("top")),a.containment&&(i+=e(a.containment).scrollLeft()||0,s+=e(a.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:i,top:s},this.size=this._helper?{width:this.helper.width(),height:this.helper.height()}:{width:o.width(),height:o.height()},this.originalSize=this._helper?{width:o.outerWidth(),height:o.outerHeight()}:{width:o.width(),height:o.height()},this.sizeDiff={width:o.outerWidth()-o.width(),height:o.outerHeight()-o.height()},this.originalPosition={left:i,top:s},this.originalMousePosition={left:t.pageX,top:t.pageY},this.aspectRatio="number"==typeof a.aspectRatio?a.aspectRatio:this.originalSize.width/this.originalSize.height||1,n=e(".ui-resizable-"+this.axis).css("cursor"),e("body").css("cursor","auto"===n?this.axis+"-resize":n),o.addClass("ui-resizable-resizing"),this._propagate("start",t),!0},_mouseDrag:function(t){var i,s,n=this.originalMousePosition,a=this.axis,o=t.pageX-n.left||0,r=t.pageY-n.top||0,h=this._change[a];return this._updatePrevProperties(),h?(i=h.apply(this,[t,o,r]),this._updateVirtualBoundaries(t.shiftKey),(this._aspectRatio||t.shiftKey)&&(i=this._updateRatio(i,t)),i=this._respectSize(i,t),this._updateCache(i),this._propagate("resize",t),s=this._applyChanges(),!this._helper&&this._proportionallyResizeElements.length&&this._proportionallyResize(),e.isEmptyObject(s)||(this._updatePrevProperties(),this._trigger("resize",t,this.ui()),this._applyChanges()),!1):!1},_mouseStop:function(t){this.resizing=!1;var i,s,n,a,o,r,h,l=this.options,u=this;return this._helper&&(i=this._proportionallyResizeElements,s=i.length&&/textarea/i.test(i[0].nodeName),n=s&&this._hasScroll(i[0],"left")?0:u.sizeDiff.height,a=s?0:u.sizeDiff.width,o={width:u.helper.width()-a,height:u.helper.height()-n},r=parseInt(u.element.css("left"),10)+(u.position.left-u.originalPosition.left)||null,h=parseInt(u.element.css("top"),10)+(u.position.top-u.originalPosition.top)||null,l.animate||this.element.css(e.extend(o,{top:h,left:r})),u.helper.height(u.size.height),u.helper.width(u.size.width),this._helper&&!l.animate&&this._proportionallyResize()),e("body").css("cursor","auto"),this.element.removeClass("ui-resizable-resizing"),this._propagate("stop",t),this._helper&&this.helper.remove(),!1},_updatePrevProperties:function(){this.prevPosition={top:this.position.top,left:this.position.left},this.prevSize={width:this.size.width,height:this.size.height}},_applyChanges:function(){var e={};return this.position.top!==this.prevPosition.top&&(e.top=this.position.top+"px"),this.position.left!==this.prevPosition.left&&(e.left=this.position.left+"px"),this.size.width!==this.prevSize.width&&(e.width=this.size.width+"px"),this.size.height!==this.prevSize.height&&(e.height=this.size.height+"px"),this.helper.css(e),e},_updateVirtualBoundaries:function(e){var t,i,s,n,a,o=this.options;a={minWidth:this._isNumber(o.minWidth)?o.minWidth:0,maxWidth:this._isNumber(o.maxWidth)?o.maxWidth:1/0,minHeight:this._isNumber(o.minHeight)?o.minHeight:0,maxHeight:this._isNumber(o.maxHeight)?o.maxHeight:1/0},(this._aspectRatio||e)&&(t=a.minHeight*this.aspectRatio,s=a.minWidth/this.aspectRatio,i=a.maxHeight*this.aspectRatio,n=a.maxWidth/this.aspectRatio,t>a.minWidth&&(a.minWidth=t),s>a.minHeight&&(a.minHeight=s),a.maxWidth>i&&(a.maxWidth=i),a.maxHeight>n&&(a.maxHeight=n)),this._vBoundaries=a},_updateCache:function(e){this.offset=this.helper.offset(),this._isNumber(e.left)&&(this.position.left=e.left),this._isNumber(e.top)&&(this.position.top=e.top),this._isNumber(e.height)&&(this.size.height=e.height),this._isNumber(e.width)&&(this.size.width=e.width)},_updateRatio:function(e){var t=this.position,i=this.size,s=this.axis;return this._isNumber(e.height)?e.width=e.height*this.aspectRatio:this._isNumber(e.width)&&(e.height=e.width/this.aspectRatio),"sw"===s&&(e.left=t.left+(i.width-e.width),e.top=null),"nw"===s&&(e.top=t.top+(i.height-e.height),e.left=t.left+(i.width-e.width)),e},_respectSize:function(e){var t=this._vBoundaries,i=this.axis,s=this._isNumber(e.width)&&t.maxWidth&&t.maxWidth<e.width,n=this._isNumber(e.height)&&t.maxHeight&&t.maxHeight<e.height,a=this._isNumber(e.width)&&t.minWidth&&t.minWidth>e.width,o=this._isNumber(e.height)&&t.minHeight&&t.minHeight>e.height,r=this.originalPosition.left+this.originalSize.width,h=this.position.top+this.size.height,l=/sw|nw|w/.test(i),u=/nw|ne|n/.test(i);return a&&(e.width=t.minWidth),o&&(e.height=t.minHeight),s&&(e.width=t.maxWidth),n&&(e.height=t.maxHeight),a&&l&&(e.left=r-t.minWidth),s&&l&&(e.left=r-t.maxWidth),o&&u&&(e.top=h-t.minHeight),n&&u&&(e.top=h-t.maxHeight),e.width||e.height||e.left||!e.top?e.width||e.height||e.top||!e.left||(e.left=null):e.top=null,e},_getPaddingPlusBorderDimensions:function(e){for(var t=0,i=[],s=[e.css("borderTopWidth"),e.css("borderRightWidth"),e.css("borderBottomWidth"),e.css("borderLeftWidth")],n=[e.css("paddingTop"),e.css("paddingRight"),e.css("paddingBottom"),e.css("paddingLeft")];4>t;t++)i[t]=parseInt(s[t],10)||0,i[t]+=parseInt(n[t],10)||0;return{height:i[0]+i[2],width:i[1]+i[3]}},_proportionallyResize:function(){if(this._proportionallyResizeElements.length)for(var e,t=0,i=this.helper||this.element;this._proportionallyResizeElements.length>t;t++)e=this._proportionallyResizeElements[t],this.outerDimensions||(this.outerDimensions=this._getPaddingPlusBorderDimensions(e)),e.css({height:i.height()-this.outerDimensions.height||0,width:i.width()-this.outerDimensions.width||0})},_renderProxy:function(){var t=this.element,i=this.options;this.elementOffset=t.offset(),this._helper?(this.helper=this.helper||e("<div style='overflow:hidden;'></div>"),this.helper.addClass(this._helper).css({width:this.element.outerWidth()-1,height:this.element.outerHeight()-1,position:"absolute",left:this.elementOffset.left+"px",top:this.elementOffset.top+"px",zIndex:++i.zIndex}),this.helper.appendTo("body").disableSelection()):this.helper=this.element},_change:{e:function(e,t){return{width:this.originalSize.width+t}},w:function(e,t){var i=this.originalSize,s=this.originalPosition;return{left:s.left+t,width:i.width-t}},n:function(e,t,i){var s=this.originalSize,n=this.originalPosition;return{top:n.top+i,height:s.height-i}},s:function(e,t,i){return{height:this.originalSize.height+i}},se:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},sw:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[t,i,s]))},ne:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},nw:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[t,i,s]))}},_propagate:function(t,i){e.ui.plugin.call(this,t,[i,this.ui()]),"resize"!==t&&this._trigger(t,i,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),e.ui.plugin.add("resizable","animate",{stop:function(t){var i=e(this).resizable("instance"),s=i.options,n=i._proportionallyResizeElements,a=n.length&&/textarea/i.test(n[0].nodeName),o=a&&i._hasScroll(n[0],"left")?0:i.sizeDiff.height,r=a?0:i.sizeDiff.width,h={width:i.size.width-r,height:i.size.height-o},l=parseInt(i.element.css("left"),10)+(i.position.left-i.originalPosition.left)||null,u=parseInt(i.element.css("top"),10)+(i.position.top-i.originalPosition.top)||null;i.element.animate(e.extend(h,u&&l?{top:u,left:l}:{}),{duration:s.animateDuration,easing:s.animateEasing,step:function(){var s={width:parseInt(i.element.css("width"),10),height:parseInt(i.element.css("height"),10),top:parseInt(i.element.css("top"),10),left:parseInt(i.element.css("left"),10)};n&&n.length&&e(n[0]).css({width:s.width,height:s.height}),i._updateCache(s),i._propagate("resize",t)}})}}),e.ui.plugin.add("resizable","containment",{start:function(){var t,i,s,n,a,o,r,h=e(this).resizable("instance"),l=h.options,u=h.element,d=l.containment,c=d instanceof e?d.get(0):/parent/.test(d)?u.parent().get(0):d;c&&(h.containerElement=e(c),/document/.test(d)||d===document?(h.containerOffset={left:0,top:0},h.containerPosition={left:0,top:0},h.parentData={element:e(document),left:0,top:0,width:e(document).width(),height:e(document).height()||document.body.parentNode.scrollHeight}):(t=e(c),i=[],e(["Top","Right","Left","Bottom"]).each(function(e,s){i[e]=h._num(t.css("padding"+s))}),h.containerOffset=t.offset(),h.containerPosition=t.position(),h.containerSize={height:t.innerHeight()-i[3],width:t.innerWidth()-i[1]},s=h.containerOffset,n=h.containerSize.height,a=h.containerSize.width,o=h._hasScroll(c,"left")?c.scrollWidth:a,r=h._hasScroll(c)?c.scrollHeight:n,h.parentData={element:c,left:s.left,top:s.top,width:o,height:r}))},resize:function(t){var i,s,n,a,o=e(this).resizable("instance"),r=o.options,h=o.containerOffset,l=o.position,u=o._aspectRatio||t.shiftKey,d={top:0,left:0},c=o.containerElement,p=!0;c[0]!==document&&/static/.test(c.css("position"))&&(d=h),l.left<(o._helper?h.left:0)&&(o.size.width=o.size.width+(o._helper?o.position.left-h.left:o.position.left-d.left),u&&(o.size.height=o.size.width/o.aspectRatio,p=!1),o.position.left=r.helper?h.left:0),l.top<(o._helper?h.top:0)&&(o.size.height=o.size.height+(o._helper?o.position.top-h.top:o.position.top),u&&(o.size.width=o.size.height*o.aspectRatio,p=!1),o.position.top=o._helper?h.top:0),n=o.containerElement.get(0)===o.element.parent().get(0),a=/relative|absolute/.test(o.containerElement.css("position")),n&&a?(o.offset.left=o.parentData.left+o.position.left,o.offset.top=o.parentData.top+o.position.top):(o.offset.left=o.element.offset().left,o.offset.top=o.element.offset().top),i=Math.abs(o.sizeDiff.width+(o._helper?o.offset.left-d.left:o.offset.left-h.left)),s=Math.abs(o.sizeDiff.height+(o._helper?o.offset.top-d.top:o.offset.top-h.top)),i+o.size.width>=o.parentData.width&&(o.size.width=o.parentData.width-i,u&&(o.size.height=o.size.width/o.aspectRatio,p=!1)),s+o.size.height>=o.parentData.height&&(o.size.height=o.parentData.height-s,u&&(o.size.width=o.size.height*o.aspectRatio,p=!1)),p||(o.position.left=o.prevPosition.left,o.position.top=o.prevPosition.top,o.size.width=o.prevSize.width,o.size.height=o.prevSize.height)},stop:function(){var t=e(this).resizable("instance"),i=t.options,s=t.containerOffset,n=t.containerPosition,a=t.containerElement,o=e(t.helper),r=o.offset(),h=o.outerWidth()-t.sizeDiff.width,l=o.outerHeight()-t.sizeDiff.height;t._helper&&!i.animate&&/relative/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l}),t._helper&&!i.animate&&/static/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l})}}),e.ui.plugin.add("resizable","alsoResize",{start:function(){var t=e(this).resizable("instance"),i=t.options;e(i.alsoResize).each(function(){var t=e(this);t.data("ui-resizable-alsoresize",{width:parseInt(t.width(),10),height:parseInt(t.height(),10),left:parseInt(t.css("left"),10),top:parseInt(t.css("top"),10)})})},resize:function(t,i){var s=e(this).resizable("instance"),n=s.options,a=s.originalSize,o=s.originalPosition,r={height:s.size.height-a.height||0,width:s.size.width-a.width||0,top:s.position.top-o.top||0,left:s.position.left-o.left||0};e(n.alsoResize).each(function(){var t=e(this),s=e(this).data("ui-resizable-alsoresize"),n={},a=t.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];e.each(a,function(e,t){var i=(s[t]||0)+(r[t]||0);i&&i>=0&&(n[t]=i||null)}),t.css(n)})},stop:function(){e(this).removeData("resizable-alsoresize")}}),e.ui.plugin.add("resizable","ghost",{start:function(){var t=e(this).resizable("instance"),i=t.options,s=t.size;t.ghost=t.originalElement.clone(),t.ghost.css({opacity:.25,display:"block",position:"relative",height:s.height,width:s.width,margin:0,left:0,top:0}).addClass("ui-resizable-ghost").addClass("string"==typeof i.ghost?i.ghost:""),t.ghost.appendTo(t.helper)},resize:function(){var t=e(this).resizable("instance");t.ghost&&t.ghost.css({position:"relative",height:t.size.height,width:t.size.width})},stop:function(){var t=e(this).resizable("instance");t.ghost&&t.helper&&t.helper.get(0).removeChild(t.ghost.get(0))}}),e.ui.plugin.add("resizable","grid",{resize:function(){var t,i=e(this).resizable("instance"),s=i.options,n=i.size,a=i.originalSize,o=i.originalPosition,r=i.axis,h="number"==typeof s.grid?[s.grid,s.grid]:s.grid,l=h[0]||1,u=h[1]||1,d=Math.round((n.width-a.width)/l)*l,c=Math.round((n.height-a.height)/u)*u,p=a.width+d,f=a.height+c,m=s.maxWidth&&p>s.maxWidth,g=s.maxHeight&&f>s.maxHeight,v=s.minWidth&&s.minWidth>p,y=s.minHeight&&s.minHeight>f;s.grid=h,v&&(p+=l),y&&(f+=u),m&&(p-=l),g&&(f-=u),/^(se|s|e)$/.test(r)?(i.size.width=p,i.size.height=f):/^(ne)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.top=o.top-c):/^(sw)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.left=o.left-d):((0>=f-u||0>=p-l)&&(t=i._getPaddingPlusBorderDimensions(this)),f-u>0?(i.size.height=f,i.position.top=o.top-c):(f=u-t.height,i.size.height=f,i.position.top=o.top+a.height-f),p-l>0?(i.size.width=p,i.position.left=o.left-d):(p=l-t.width,i.size.width=p,i.position.left=o.left+a.width-p))}}),e.ui.resizable,e.widget("ui.selectable",e.ui.mouse,{version:"1.11.4",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var t,i=this;this.element.addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){t=e(i.options.filter,i.element[0]),t.addClass("ui-selectee"),t.each(function(){var t=e(this),i=t.offset();e.data(this,"selectable-item",{element:this,$element:t,left:i.left,top:i.top,right:i.left+t.outerWidth(),bottom:i.top+t.outerHeight(),startselected:!1,selected:t.hasClass("ui-selected"),selecting:t.hasClass("ui-selecting"),unselecting:t.hasClass("ui-unselecting")})})},this.refresh(),this.selectees=t.addClass("ui-selectee"),this._mouseInit(),this.helper=e("<div class='ui-selectable-helper'></div>")},_destroy:function(){this.selectees.removeClass("ui-selectee").removeData("selectable-item"),this.element.removeClass("ui-selectable ui-selectable-disabled"),this._mouseDestroy()},_mouseStart:function(t){var i=this,s=this.options;this.opos=[t.pageX,t.pageY],this.options.disabled||(this.selectees=e(s.filter,this.element[0]),this._trigger("start",t),e(s.appendTo).append(this.helper),this.helper.css({left:t.pageX,top:t.pageY,width:0,height:0}),s.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var s=e.data(this,"selectable-item");s.startselected=!0,t.metaKey||t.ctrlKey||(s.$element.removeClass("ui-selected"),s.selected=!1,s.$element.addClass("ui-unselecting"),s.unselecting=!0,i._trigger("unselecting",t,{unselecting:s.element}))}),e(t.target).parents().addBack().each(function(){var s,n=e.data(this,"selectable-item");return n?(s=!t.metaKey&&!t.ctrlKey||!n.$element.hasClass("ui-selected"),n.$element.removeClass(s?"ui-unselecting":"ui-selected").addClass(s?"ui-selecting":"ui-unselecting"),n.unselecting=!s,n.selecting=s,n.selected=s,s?i._trigger("selecting",t,{selecting:n.element}):i._trigger("unselecting",t,{unselecting:n.element}),!1):void 0}))},_mouseDrag:function(t){if(this.dragged=!0,!this.options.disabled){var i,s=this,n=this.options,a=this.opos[0],o=this.opos[1],r=t.pageX,h=t.pageY;return a>r&&(i=r,r=a,a=i),o>h&&(i=h,h=o,o=i),this.helper.css({left:a,top:o,width:r-a,height:h-o}),this.selectees.each(function(){var i=e.data(this,"selectable-item"),l=!1;
i&&i.element!==s.element[0]&&("touch"===n.tolerance?l=!(i.left>r||a>i.right||i.top>h||o>i.bottom):"fit"===n.tolerance&&(l=i.left>a&&r>i.right&&i.top>o&&h>i.bottom),l?(i.selected&&(i.$element.removeClass("ui-selected"),i.selected=!1),i.unselecting&&(i.$element.removeClass("ui-unselecting"),i.unselecting=!1),i.selecting||(i.$element.addClass("ui-selecting"),i.selecting=!0,s._trigger("selecting",t,{selecting:i.element}))):(i.selecting&&((t.metaKey||t.ctrlKey)&&i.startselected?(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.$element.addClass("ui-selected"),i.selected=!0):(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.startselected&&(i.$element.addClass("ui-unselecting"),i.unselecting=!0),s._trigger("unselecting",t,{unselecting:i.element}))),i.selected&&(t.metaKey||t.ctrlKey||i.startselected||(i.$element.removeClass("ui-selected"),i.selected=!1,i.$element.addClass("ui-unselecting"),i.unselecting=!0,s._trigger("unselecting",t,{unselecting:i.element})))))}),!1}},_mouseStop:function(t){var i=this;return this.dragged=!1,e(".ui-unselecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-unselecting"),s.unselecting=!1,s.startselected=!1,i._trigger("unselected",t,{unselected:s.element})}),e(".ui-selecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-selecting").addClass("ui-selected"),s.selecting=!1,s.selected=!0,s.startselected=!0,i._trigger("selected",t,{selected:s.element})}),this._trigger("stop",t),this.helper.remove(),!1}}),e.widget("ui.sortable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"> *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_isOverAxis:function(e,t,i){return e>=t&&t+i>e},_isFloating:function(e){return/left|right/.test(e.css("float"))||/inline|table-cell/.test(e.css("display"))},_create:function(){this.containerCache={},this.element.addClass("ui-sortable"),this.refresh(),this.offset=this.element.offset(),this._mouseInit(),this._setHandleClassName(),this.ready=!0},_setOption:function(e,t){this._super(e,t),"handle"===e&&this._setHandleClassName()},_setHandleClassName:function(){this.element.find(".ui-sortable-handle").removeClass("ui-sortable-handle"),e.each(this.items,function(){(this.instance.options.handle?this.item.find(this.instance.options.handle):this.item).addClass("ui-sortable-handle")})},_destroy:function(){this.element.removeClass("ui-sortable ui-sortable-disabled").find(".ui-sortable-handle").removeClass("ui-sortable-handle"),this._mouseDestroy();for(var e=this.items.length-1;e>=0;e--)this.items[e].item.removeData(this.widgetName+"-item");return this},_mouseCapture:function(t,i){var s=null,n=!1,a=this;return this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(t),e(t.target).parents().each(function(){return e.data(this,a.widgetName+"-item")===a?(s=e(this),!1):void 0}),e.data(t.target,a.widgetName+"-item")===a&&(s=e(t.target)),s?!this.options.handle||i||(e(this.options.handle,s).find("*").addBack().each(function(){this===t.target&&(n=!0)}),n)?(this.currentItem=s,this._removeCurrentsFromItems(),!0):!1:!1)},_mouseStart:function(t,i,s){var n,a,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(t),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},e.extend(this.offset,{click:{left:t.pageX-this.offset.left,top:t.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(t),this.originalPageX=t.pageX,this.originalPageY=t.pageY,o.cursorAt&&this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&&this.currentItem.hide(),this._createPlaceholder(),o.containment&&this._setContainment(),o.cursor&&"auto"!==o.cursor&&(a=this.document.find("body"),this.storedCursor=a.css("cursor"),a.css("cursor",o.cursor),this.storedStylesheet=e("<style>*{ cursor: "+o.cursor+" !important; }</style>").appendTo(a)),o.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",t,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!s)for(n=this.containers.length-1;n>=0;n--)this.containers[n]._trigger("activate",t,this._uiHash(this));return e.ui.ddmanager&&(e.ui.ddmanager.current=this),e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(t),!0},_mouseDrag:function(t){var i,s,n,a,o=this.options,r=!1;for(this.position=this._generatePosition(t),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&&(this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-t.pageY<o.scrollSensitivity?this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop+o.scrollSpeed:t.pageY-this.overflowOffset.top<o.scrollSensitivity&&(this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-t.pageX<o.scrollSensitivity?this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft+o.scrollSpeed:t.pageX-this.overflowOffset.left<o.scrollSensitivity&&(this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(t.pageY-this.document.scrollTop()<o.scrollSensitivity?r=this.document.scrollTop(this.document.scrollTop()-o.scrollSpeed):this.window.height()-(t.pageY-this.document.scrollTop())<o.scrollSensitivity&&(r=this.document.scrollTop(this.document.scrollTop()+o.scrollSpeed)),t.pageX-this.document.scrollLeft()<o.scrollSensitivity?r=this.document.scrollLeft(this.document.scrollLeft()-o.scrollSpeed):this.window.width()-(t.pageX-this.document.scrollLeft())<o.scrollSensitivity&&(r=this.document.scrollLeft(this.document.scrollLeft()+o.scrollSpeed))),r!==!1&&e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t)),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&&"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&&"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),i=this.items.length-1;i>=0;i--)if(s=this.items[i],n=s.item[0],a=this._intersectsWithPointer(s),a&&s.instance===this.currentContainer&&n!==this.currentItem[0]&&this.placeholder[1===a?"next":"prev"]()[0]!==n&&!e.contains(this.placeholder[0],n)&&("semi-dynamic"===this.options.type?!e.contains(this.element[0],n):!0)){if(this.direction=1===a?"down":"up","pointer"!==this.options.tolerance&&!this._intersectsWithSides(s))break;this._rearrange(t,s),this._trigger("change",t,this._uiHash());break}return this._contactContainers(t),e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),this._trigger("sort",t,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(t,i){if(t){if(e.ui.ddmanager&&!this.options.dropBehaviour&&e.ui.ddmanager.drop(this,t),this.options.revert){var s=this,n=this.placeholder.offset(),a=this.options.axis,o={};a&&"x"!==a||(o.left=n.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollLeft)),a&&"y"!==a||(o.top=n.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,e(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){s._clear(t)})}else this._clear(t,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var t=this.containers.length-1;t>=0;t--)this.containers[t]._trigger("deactivate",null,this._uiHash(this)),this.containers[t].containerCache.over&&(this.containers[t]._trigger("out",null,this._uiHash(this)),this.containers[t].containerCache.over=0)}return this.placeholder&&(this.placeholder[0].parentNode&&this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&&this.helper&&this.helper[0].parentNode&&this.helper.remove(),e.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?e(this.domPosition.prev).after(this.currentItem):e(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},e(i).each(function(){var i=(e(t.item||this).attr(t.attribute||"id")||"").match(t.expression||/(.+)[\-=_](.+)/);i&&s.push((t.key||i[1]+"[]")+"="+(t.key&&t.expression?i[1]:i[2]))}),!s.length&&t.key&&s.push(t.key+"="),s.join("&")},toArray:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},i.each(function(){s.push(e(t.item||this).attr(t.attribute||"id")||"")}),s},_intersectsWith:function(e){var t=this.positionAbs.left,i=t+this.helperProportions.width,s=this.positionAbs.top,n=s+this.helperProportions.height,a=e.left,o=a+e.width,r=e.top,h=r+e.height,l=this.offset.click.top,u=this.offset.click.left,d="x"===this.options.axis||s+l>r&&h>s+l,c="y"===this.options.axis||t+u>a&&o>t+u,p=d&&c;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&&this.helperProportions[this.floating?"width":"height"]>e[this.floating?"width":"height"]?p:t+this.helperProportions.width/2>a&&o>i-this.helperProportions.width/2&&s+this.helperProportions.height/2>r&&h>n-this.helperProportions.height/2},_intersectsWithPointer:function(e){var t="x"===this.options.axis||this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top,e.height),i="y"===this.options.axis||this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left,e.width),s=t&&i,n=this._getDragVerticalDirection(),a=this._getDragHorizontalDirection();return s?this.floating?a&&"right"===a||"down"===n?2:1:n&&("down"===n?2:1):!1},_intersectsWithSides:function(e){var t=this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top+e.height/2,e.height),i=this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left+e.width/2,e.width),s=this._getDragVerticalDirection(),n=this._getDragHorizontalDirection();return this.floating&&n?"right"===n&&i||"left"===n&&!i:s&&("down"===s&&t||"up"===s&&!t)},_getDragVerticalDirection:function(){var e=this.positionAbs.top-this.lastPositionAbs.top;return 0!==e&&(e>0?"down":"up")},_getDragHorizontalDirection:function(){var e=this.positionAbs.left-this.lastPositionAbs.left;return 0!==e&&(e>0?"right":"left")},refresh:function(e){return this._refreshItems(e),this._setHandleClassName(),this.refreshPositions(),this},_connectWith:function(){var e=this.options;return e.connectWith.constructor===String?[e.connectWith]:e.connectWith},_getItemsAsjQuery:function(t){function i(){r.push(this)}var s,n,a,o,r=[],h=[],l=this._connectWith();if(l&&t)for(s=l.length-1;s>=0;s--)for(a=e(l[s],this.document[0]),n=a.length-1;n>=0;n--)o=e.data(a[n],this.widgetFullName),o&&o!==this&&!o.options.disabled&&h.push([e.isFunction(o.options.items)?o.options.items.call(o.element):e(o.options.items,o.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),o]);for(h.push([e.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):e(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),s=h.length-1;s>=0;s--)h[s][0].each(i);return e(r)},_removeCurrentsFromItems:function(){var t=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=e.grep(this.items,function(e){for(var i=0;t.length>i;i++)if(t[i]===e.item[0])return!1;return!0})},_refreshItems:function(t){this.items=[],this.containers=[this];var i,s,n,a,o,r,h,l,u=this.items,d=[[e.isFunction(this.options.items)?this.options.items.call(this.element[0],t,{item:this.currentItem}):e(this.options.items,this.element),this]],c=this._connectWith();if(c&&this.ready)for(i=c.length-1;i>=0;i--)for(n=e(c[i],this.document[0]),s=n.length-1;s>=0;s--)a=e.data(n[s],this.widgetFullName),a&&a!==this&&!a.options.disabled&&(d.push([e.isFunction(a.options.items)?a.options.items.call(a.element[0],t,{item:this.currentItem}):e(a.options.items,a.element),a]),this.containers.push(a));for(i=d.length-1;i>=0;i--)for(o=d[i][1],r=d[i][0],s=0,l=r.length;l>s;s++)h=e(r[s]),h.data(this.widgetName+"-item",o),u.push({item:h,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(t){this.floating=this.items.length?"x"===this.options.axis||this._isFloating(this.items[0].item):!1,this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset());var i,s,n,a;for(i=this.items.length-1;i>=0;i--)s=this.items[i],s.instance!==this.currentContainer&&this.currentContainer&&s.item[0]!==this.currentItem[0]||(n=this.options.toleranceElement?e(this.options.toleranceElement,s.item):s.item,t||(s.width=n.outerWidth(),s.height=n.outerHeight()),a=n.offset(),s.left=a.left,s.top=a.top);if(this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i>=0;i--)a=this.containers[i].element.offset(),this.containers[i].containerCache.left=a.left,this.containers[i].containerCache.top=a.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(t){t=t||this;var i,s=t.options;s.placeholder&&s.placeholder.constructor!==String||(i=s.placeholder,s.placeholder={element:function(){var s=t.currentItem[0].nodeName.toLowerCase(),n=e("<"+s+">",t.document[0]).addClass(i||t.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tbody"===s?t._createTrPlaceholder(t.currentItem.find("tr").eq(0),e("<tr>",t.document[0]).appendTo(n)):"tr"===s?t._createTrPlaceholder(t.currentItem,n):"img"===s&&n.attr("src",t.currentItem.attr("src")),i||n.css("visibility","hidden"),n},update:function(e,n){(!i||s.forcePlaceholderSize)&&(n.height()||n.height(t.currentItem.innerHeight()-parseInt(t.currentItem.css("paddingTop")||0,10)-parseInt(t.currentItem.css("paddingBottom")||0,10)),n.width()||n.width(t.currentItem.innerWidth()-parseInt(t.currentItem.css("paddingLeft")||0,10)-parseInt(t.currentItem.css("paddingRight")||0,10)))}}),t.placeholder=e(s.placeholder.element.call(t.element,t.currentItem)),t.currentItem.after(t.placeholder),s.placeholder.update(t,t.placeholder)},_createTrPlaceholder:function(t,i){var s=this;t.children().each(function(){e("<td>&#160;</td>",s.document[0]).attr("colspan",e(this).attr("colspan")||1).appendTo(i)})},_contactContainers:function(t){var i,s,n,a,o,r,h,l,u,d,c=null,p=null;for(i=this.containers.length-1;i>=0;i--)if(!e.contains(this.currentItem[0],this.containers[i].element[0]))if(this._intersectsWith(this.containers[i].containerCache)){if(c&&e.contains(this.containers[i].element[0],c.element[0]))continue;c=this.containers[i],p=i}else this.containers[i].containerCache.over&&(this.containers[i]._trigger("out",t,this._uiHash(this)),this.containers[i].containerCache.over=0);if(c)if(1===this.containers.length)this.containers[p].containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1);else{for(n=1e4,a=null,u=c.floating||this._isFloating(this.currentItem),o=u?"left":"top",r=u?"width":"height",d=u?"clientX":"clientY",s=this.items.length-1;s>=0;s--)e.contains(this.containers[p].element[0],this.items[s].item[0])&&this.items[s].item[0]!==this.currentItem[0]&&(h=this.items[s].item.offset()[o],l=!1,t[d]-h>this.items[s][r]/2&&(l=!0),n>Math.abs(t[d]-h)&&(n=Math.abs(t[d]-h),a=this.items[s],this.direction=l?"up":"down"));if(!a&&!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[p])return this.currentContainer.containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash()),this.currentContainer.containerCache.over=1),void 0;a?this._rearrange(t,a,null,!0):this._rearrange(t,null,this.containers[p].element,!0),this._trigger("change",t,this._uiHash()),this.containers[p]._trigger("change",t,this._uiHash(this)),this.currentContainer=this.containers[p],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1}},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper)?e(i.helper.apply(this.element[0],[t,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return s.parents("body").length||e("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(s[0]),s[0]===this.currentItem[0]&&(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(!s[0].style.width||i.forceHelperSize)&&s.width(this.currentItem.width()),(!s[0].style.height||i.forceHelperSize)&&s.height(this.currentItem.height()),s},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var t=this.offsetParent.offset();return"absolute"===this.cssPosition&&this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===this.document[0].body||this.offsetParent[0].tagName&&"html"===this.offsetParent[0].tagName.toLowerCase()&&e.ui.ie)&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var e=this.currentItem.position();return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:e.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options;"parent"===n.containment&&(n.containment=this.helper[0].parentNode),("document"===n.containment||"window"===n.containment)&&(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,"document"===n.containment?this.document.width():this.window.width()-this.helperProportions.width-this.margins.left,("document"===n.containment?this.document.width():this.window.height()||this.document[0].body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(n.containment)||(t=e(n.containment)[0],i=e(n.containment).offset(),s="hidden"!==e(t).css("overflow"),this.containment=[i.left+(parseInt(e(t).css("borderLeftWidth"),10)||0)+(parseInt(e(t).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(e(t).css("borderTopWidth"),10)||0)+(parseInt(e(t).css("paddingTop"),10)||0)-this.margins.top,i.left+(s?Math.max(t.scrollWidth,t.offsetWidth):t.offsetWidth)-(parseInt(e(t).css("borderLeftWidth"),10)||0)-(parseInt(e(t).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(s?Math.max(t.scrollHeight,t.offsetHeight):t.offsetHeight)-(parseInt(e(t).css("borderTopWidth"),10)||0)-(parseInt(e(t).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(t,i){i||(i=this.position);var s="absolute"===t?1:-1,n="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,a=/(html|body)/i.test(n[0].tagName);return{top:i.top+this.offset.relative.top*s+this.offset.parent.top*s-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():a?0:n.scrollTop())*s,left:i.left+this.offset.relative.left*s+this.offset.parent.left*s-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():a?0:n.scrollLeft())*s}},_generatePosition:function(t){var i,s,n=this.options,a=t.pageX,o=t.pageY,r="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,h=/(html|body)/i.test(r[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&&(this.containment&&(t.pageX-this.offset.click.left<this.containment[0]&&(a=this.containment[0]+this.offset.click.left),t.pageY-this.offset.click.top<this.containment[1]&&(o=this.containment[1]+this.offset.click.top),t.pageX-this.offset.click.left>this.containment[2]&&(a=this.containment[2]+this.offset.click.left),t.pageY-this.offset.click.top>this.containment[3]&&(o=this.containment[3]+this.offset.click.top)),n.grid&&(i=this.originalPageY+Math.round((o-this.originalPageY)/n.grid[1])*n.grid[1],o=this.containment?i-this.offset.click.top>=this.containment[1]&&i-this.offset.click.top<=this.containment[3]?i:i-this.offset.click.top>=this.containment[1]?i-n.grid[1]:i+n.grid[1]:i,s=this.originalPageX+Math.round((a-this.originalPageX)/n.grid[0])*n.grid[0],a=this.containment?s-this.offset.click.left>=this.containment[0]&&s-this.offset.click.left<=this.containment[2]?s:s-this.offset.click.left>=this.containment[0]?s-n.grid[0]:s+n.grid[0]:s)),{top:o-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():h?0:r.scrollTop()),left:a-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():h?0:r.scrollLeft())}},_rearrange:function(e,t,i,s){i?i[0].appendChild(this.placeholder[0]):t.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?t.item[0]:t.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var n=this.counter;this._delay(function(){n===this.counter&&this.refreshPositions(!s)})},_clear:function(e,t){function i(e,t,i){return function(s){i._trigger(e,s,t._uiHash(t))}}this.reverting=!1;var s,n=[];if(!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(s in this._storedCSS)("auto"===this._storedCSS[s]||"static"===this._storedCSS[s])&&(this._storedCSS[s]="");this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper")}else this.currentItem.show();for(this.fromOutside&&!t&&n.push(function(e){this._trigger("receive",e,this._uiHash(this.fromOutside))}),!this.fromOutside&&this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&&this.domPosition.parent===this.currentItem.parent()[0]||t||n.push(function(e){this._trigger("update",e,this._uiHash())}),this!==this.currentContainer&&(t||(n.push(function(e){this._trigger("remove",e,this._uiHash())}),n.push(function(e){return function(t){e._trigger("receive",t,this._uiHash(this))}}.call(this,this.currentContainer)),n.push(function(e){return function(t){e._trigger("update",t,this._uiHash(this))}}.call(this,this.currentContainer)))),s=this.containers.length-1;s>=0;s--)t||n.push(i("deactivate",this,this.containers[s])),this.containers[s].containerCache.over&&(n.push(i("out",this,this.containers[s])),this.containers[s].containerCache.over=0);if(this.storedCursor&&(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&&this.helper.css("opacity",this._storedOpacity),this._storedZIndex&&this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,t||this._trigger("beforeStop",e,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.cancelHelperRemoval||(this.helper[0]!==this.currentItem[0]&&this.helper.remove(),this.helper=null),!t){for(s=0;n.length>s;s++)n[s].call(this,e);this._trigger("stop",e,this._uiHash())}return this.fromOutside=!1,!this.cancelHelperRemoval},_trigger:function(){e.Widget.prototype._trigger.apply(this,arguments)===!1&&this.cancel()},_uiHash:function(t){var i=t||this;return{helper:i.helper,placeholder:i.placeholder||e([]),position:i.position,originalPosition:i.originalPosition,offset:i.positionAbs,item:i.currentItem,sender:t?t.element:null}}}),e.widget("ui.accordion",{version:"1.11.4",options:{active:0,animate:{},collapsible:!1,event:"click",header:"> li > :first-child,> :not(li):even",heightStyle:"auto",icons:{activeHeader:"ui-icon-triangle-1-s",header:"ui-icon-triangle-1-e"},activate:null,beforeActivate:null},hideProps:{borderTopWidth:"hide",borderBottomWidth:"hide",paddingTop:"hide",paddingBottom:"hide",height:"hide"},showProps:{borderTopWidth:"show",borderBottomWidth:"show",paddingTop:"show",paddingBottom:"show",height:"show"},_create:function(){var t=this.options;this.prevShow=this.prevHide=e(),this.element.addClass("ui-accordion ui-widget ui-helper-reset").attr("role","tablist"),t.collapsible||t.active!==!1&&null!=t.active||(t.active=0),this._processPanels(),0>t.active&&(t.active+=this.headers.length),this._refresh()},_getCreateEventData:function(){return{header:this.active,panel:this.active.length?this.active.next():e()}},_createIcons:function(){var t=this.options.icons;t&&(e("<span>").addClass("ui-accordion-header-icon ui-icon "+t.header).prependTo(this.headers),this.active.children(".ui-accordion-header-icon").removeClass(t.header).addClass(t.activeHeader),this.headers.addClass("ui-accordion-icons"))},_destroyIcons:function(){this.headers.removeClass("ui-accordion-icons").children(".ui-accordion-header-icon").remove()},_destroy:function(){var e;this.element.removeClass("ui-accordion ui-widget ui-helper-reset").removeAttr("role"),this.headers.removeClass("ui-accordion-header ui-accordion-header-active ui-state-default ui-corner-all ui-state-active ui-state-disabled ui-corner-top").removeAttr("role").removeAttr("aria-expanded").removeAttr("aria-selected").removeAttr("aria-controls").removeAttr("tabIndex").removeUniqueId(),this._destroyIcons(),e=this.headers.next().removeClass("ui-helper-reset ui-widget-content ui-corner-bottom ui-accordion-content ui-accordion-content-active ui-state-disabled").css("display","").removeAttr("role").removeAttr("aria-hidden").removeAttr("aria-labelledby").removeUniqueId(),"content"!==this.options.heightStyle&&e.css("height","")},_setOption:function(e,t){return"active"===e?(this._activate(t),void 0):("event"===e&&(this.options.event&&this._off(this.headers,this.options.event),this._setupEvents(t)),this._super(e,t),"collapsible"!==e||t||this.options.active!==!1||this._activate(0),"icons"===e&&(this._destroyIcons(),t&&this._createIcons()),"disabled"===e&&(this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this.headers.add(this.headers.next()).toggleClass("ui-state-disabled",!!t)),void 0)},_keydown:function(t){if(!t.altKey&&!t.ctrlKey){var i=e.ui.keyCode,s=this.headers.length,n=this.headers.index(t.target),a=!1;switch(t.keyCode){case i.RIGHT:case i.DOWN:a=this.headers[(n+1)%s];break;case i.LEFT:case i.UP:a=this.headers[(n-1+s)%s];break;case i.SPACE:case i.ENTER:this._eventHandler(t);break;case i.HOME:a=this.headers[0];break;case i.END:a=this.headers[s-1]}a&&(e(t.target).attr("tabIndex",-1),e(a).attr("tabIndex",0),a.focus(),t.preventDefault())}},_panelKeyDown:function(t){t.keyCode===e.ui.keyCode.UP&&t.ctrlKey&&e(t.currentTarget).prev().focus()},refresh:function(){var t=this.options;this._processPanels(),t.active===!1&&t.collapsible===!0||!this.headers.length?(t.active=!1,this.active=e()):t.active===!1?this._activate(0):this.active.length&&!e.contains(this.element[0],this.active[0])?this.headers.length===this.headers.find(".ui-state-disabled").length?(t.active=!1,this.active=e()):this._activate(Math.max(0,t.active-1)):t.active=this.headers.index(this.active),this._destroyIcons(),this._refresh()},_processPanels:function(){var e=this.headers,t=this.panels;this.headers=this.element.find(this.options.header).addClass("ui-accordion-header ui-state-default ui-corner-all"),this.panels=this.headers.next().addClass("ui-accordion-content ui-helper-reset ui-widget-content ui-corner-bottom").filter(":not(.ui-accordion-content-active)").hide(),t&&(this._off(e.not(this.headers)),this._off(t.not(this.panels)))},_refresh:function(){var t,i=this.options,s=i.heightStyle,n=this.element.parent();this.active=this._findActive(i.active).addClass("ui-accordion-header-active ui-state-active ui-corner-top").removeClass("ui-corner-all"),this.active.next().addClass("ui-accordion-content-active").show(),this.headers.attr("role","tab").each(function(){var t=e(this),i=t.uniqueId().attr("id"),s=t.next(),n=s.uniqueId().attr("id");t.attr("aria-controls",n),s.attr("aria-labelledby",i)}).next().attr("role","tabpanel"),this.headers.not(this.active).attr({"aria-selected":"false","aria-expanded":"false",tabIndex:-1}).next().attr({"aria-hidden":"true"}).hide(),this.active.length?this.active.attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0}).next().attr({"aria-hidden":"false"}):this.headers.eq(0).attr("tabIndex",0),this._createIcons(),this._setupEvents(i.event),"fill"===s?(t=n.height(),this.element.siblings(":visible").each(function(){var i=e(this),s=i.css("position");"absolute"!==s&&"fixed"!==s&&(t-=i.outerHeight(!0))}),this.headers.each(function(){t-=e(this).outerHeight(!0)}),this.headers.next().each(function(){e(this).height(Math.max(0,t-e(this).innerHeight()+e(this).height()))}).css("overflow","auto")):"auto"===s&&(t=0,this.headers.next().each(function(){t=Math.max(t,e(this).css("height","").height())}).height(t))},_activate:function(t){var i=this._findActive(t)[0];i!==this.active[0]&&(i=i||this.active[0],this._eventHandler({target:i,currentTarget:i,preventDefault:e.noop}))},_findActive:function(t){return"number"==typeof t?this.headers.eq(t):e()},_setupEvents:function(t){var i={keydown:"_keydown"};t&&e.each(t.split(" "),function(e,t){i[t]="_eventHandler"}),this._off(this.headers.add(this.headers.next())),this._on(this.headers,i),this._on(this.headers.next(),{keydown:"_panelKeyDown"}),this._hoverable(this.headers),this._focusable(this.headers)},_eventHandler:function(t){var i=this.options,s=this.active,n=e(t.currentTarget),a=n[0]===s[0],o=a&&i.collapsible,r=o?e():n.next(),h=s.next(),l={oldHeader:s,oldPanel:h,newHeader:o?e():n,newPanel:r};
t.preventDefault(),a&&!i.collapsible||this._trigger("beforeActivate",t,l)===!1||(i.active=o?!1:this.headers.index(n),this.active=a?e():n,this._toggle(l),s.removeClass("ui-accordion-header-active ui-state-active"),i.icons&&s.children(".ui-accordion-header-icon").removeClass(i.icons.activeHeader).addClass(i.icons.header),a||(n.removeClass("ui-corner-all").addClass("ui-accordion-header-active ui-state-active ui-corner-top"),i.icons&&n.children(".ui-accordion-header-icon").removeClass(i.icons.header).addClass(i.icons.activeHeader),n.next().addClass("ui-accordion-content-active")))},_toggle:function(t){var i=t.newPanel,s=this.prevShow.length?this.prevShow:t.oldPanel;this.prevShow.add(this.prevHide).stop(!0,!0),this.prevShow=i,this.prevHide=s,this.options.animate?this._animate(i,s,t):(s.hide(),i.show(),this._toggleComplete(t)),s.attr({"aria-hidden":"true"}),s.prev().attr({"aria-selected":"false","aria-expanded":"false"}),i.length&&s.length?s.prev().attr({tabIndex:-1,"aria-expanded":"false"}):i.length&&this.headers.filter(function(){return 0===parseInt(e(this).attr("tabIndex"),10)}).attr("tabIndex",-1),i.attr("aria-hidden","false").prev().attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0})},_animate:function(e,t,i){var s,n,a,o=this,r=0,h=e.css("box-sizing"),l=e.length&&(!t.length||e.index()<t.index()),u=this.options.animate||{},d=l&&u.down||u,c=function(){o._toggleComplete(i)};return"number"==typeof d&&(a=d),"string"==typeof d&&(n=d),n=n||d.easing||u.easing,a=a||d.duration||u.duration,t.length?e.length?(s=e.show().outerHeight(),t.animate(this.hideProps,{duration:a,easing:n,step:function(e,t){t.now=Math.round(e)}}),e.hide().animate(this.showProps,{duration:a,easing:n,complete:c,step:function(e,i){i.now=Math.round(e),"height"!==i.prop?"content-box"===h&&(r+=i.now):"content"!==o.options.heightStyle&&(i.now=Math.round(s-t.outerHeight()-r),r=0)}}),void 0):t.animate(this.hideProps,a,n,c):e.animate(this.showProps,a,n,c)},_toggleComplete:function(e){var t=e.oldPanel;t.removeClass("ui-accordion-content-active").prev().removeClass("ui-corner-top").addClass("ui-corner-all"),t.length&&(t.parent()[0].className=t.parent()[0].className),this._trigger("activate",null,e)}}),e.widget("ui.menu",{version:"1.11.4",defaultElement:"<ul>",delay:300,options:{icons:{submenu:"ui-icon-carat-1-e"},items:"> *",menus:"ul",position:{my:"left-1 top",at:"right top"},role:"menu",blur:null,focus:null,select:null},_create:function(){this.activeMenu=this.element,this.mouseHandled=!1,this.element.uniqueId().addClass("ui-menu ui-widget ui-widget-content").toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length).attr({role:this.options.role,tabIndex:0}),this.options.disabled&&this.element.addClass("ui-state-disabled").attr("aria-disabled","true"),this._on({"mousedown .ui-menu-item":function(e){e.preventDefault()},"click .ui-menu-item":function(t){var i=e(t.target);!this.mouseHandled&&i.not(".ui-state-disabled").length&&(this.select(t),t.isPropagationStopped()||(this.mouseHandled=!0),i.has(".ui-menu").length?this.expand(t):!this.element.is(":focus")&&e(this.document[0].activeElement).closest(".ui-menu").length&&(this.element.trigger("focus",[!0]),this.active&&1===this.active.parents(".ui-menu").length&&clearTimeout(this.timer)))},"mouseenter .ui-menu-item":function(t){if(!this.previousFilter){var i=e(t.currentTarget);i.siblings(".ui-state-active").removeClass("ui-state-active"),this.focus(t,i)}},mouseleave:"collapseAll","mouseleave .ui-menu":"collapseAll",focus:function(e,t){var i=this.active||this.element.find(this.options.items).eq(0);t||this.focus(e,i)},blur:function(t){this._delay(function(){e.contains(this.element[0],this.document[0].activeElement)||this.collapseAll(t)})},keydown:"_keydown"}),this.refresh(),this._on(this.document,{click:function(e){this._closeOnDocumentClick(e)&&this.collapseAll(e),this.mouseHandled=!1}})},_destroy:function(){this.element.removeAttr("aria-activedescendant").find(".ui-menu").addBack().removeClass("ui-menu ui-widget ui-widget-content ui-menu-icons ui-front").removeAttr("role").removeAttr("tabIndex").removeAttr("aria-labelledby").removeAttr("aria-expanded").removeAttr("aria-hidden").removeAttr("aria-disabled").removeUniqueId().show(),this.element.find(".ui-menu-item").removeClass("ui-menu-item").removeAttr("role").removeAttr("aria-disabled").removeUniqueId().removeClass("ui-state-hover").removeAttr("tabIndex").removeAttr("role").removeAttr("aria-haspopup").children().each(function(){var t=e(this);t.data("ui-menu-submenu-carat")&&t.remove()}),this.element.find(".ui-menu-divider").removeClass("ui-menu-divider ui-widget-content")},_keydown:function(t){var i,s,n,a,o=!0;switch(t.keyCode){case e.ui.keyCode.PAGE_UP:this.previousPage(t);break;case e.ui.keyCode.PAGE_DOWN:this.nextPage(t);break;case e.ui.keyCode.HOME:this._move("first","first",t);break;case e.ui.keyCode.END:this._move("last","last",t);break;case e.ui.keyCode.UP:this.previous(t);break;case e.ui.keyCode.DOWN:this.next(t);break;case e.ui.keyCode.LEFT:this.collapse(t);break;case e.ui.keyCode.RIGHT:this.active&&!this.active.is(".ui-state-disabled")&&this.expand(t);break;case e.ui.keyCode.ENTER:case e.ui.keyCode.SPACE:this._activate(t);break;case e.ui.keyCode.ESCAPE:this.collapse(t);break;default:o=!1,s=this.previousFilter||"",n=String.fromCharCode(t.keyCode),a=!1,clearTimeout(this.filterTimer),n===s?a=!0:n=s+n,i=this._filterMenuItems(n),i=a&&-1!==i.index(this.active.next())?this.active.nextAll(".ui-menu-item"):i,i.length||(n=String.fromCharCode(t.keyCode),i=this._filterMenuItems(n)),i.length?(this.focus(t,i),this.previousFilter=n,this.filterTimer=this._delay(function(){delete this.previousFilter},1e3)):delete this.previousFilter}o&&t.preventDefault()},_activate:function(e){this.active.is(".ui-state-disabled")||(this.active.is("[aria-haspopup='true']")?this.expand(e):this.select(e))},refresh:function(){var t,i,s=this,n=this.options.icons.submenu,a=this.element.find(this.options.menus);this.element.toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length),a.filter(":not(.ui-menu)").addClass("ui-menu ui-widget ui-widget-content ui-front").hide().attr({role:this.options.role,"aria-hidden":"true","aria-expanded":"false"}).each(function(){var t=e(this),i=t.parent(),s=e("<span>").addClass("ui-menu-icon ui-icon "+n).data("ui-menu-submenu-carat",!0);i.attr("aria-haspopup","true").prepend(s),t.attr("aria-labelledby",i.attr("id"))}),t=a.add(this.element),i=t.find(this.options.items),i.not(".ui-menu-item").each(function(){var t=e(this);s._isDivider(t)&&t.addClass("ui-widget-content ui-menu-divider")}),i.not(".ui-menu-item, .ui-menu-divider").addClass("ui-menu-item").uniqueId().attr({tabIndex:-1,role:this._itemRole()}),i.filter(".ui-state-disabled").attr("aria-disabled","true"),this.active&&!e.contains(this.element[0],this.active[0])&&this.blur()},_itemRole:function(){return{menu:"menuitem",listbox:"option"}[this.options.role]},_setOption:function(e,t){"icons"===e&&this.element.find(".ui-menu-icon").removeClass(this.options.icons.submenu).addClass(t.submenu),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},focus:function(e,t){var i,s;this.blur(e,e&&"focus"===e.type),this._scrollIntoView(t),this.active=t.first(),s=this.active.addClass("ui-state-focus").removeClass("ui-state-active"),this.options.role&&this.element.attr("aria-activedescendant",s.attr("id")),this.active.parent().closest(".ui-menu-item").addClass("ui-state-active"),e&&"keydown"===e.type?this._close():this.timer=this._delay(function(){this._close()},this.delay),i=t.children(".ui-menu"),i.length&&e&&/^mouse/.test(e.type)&&this._startOpening(i),this.activeMenu=t.parent(),this._trigger("focus",e,{item:t})},_scrollIntoView:function(t){var i,s,n,a,o,r;this._hasScroll()&&(i=parseFloat(e.css(this.activeMenu[0],"borderTopWidth"))||0,s=parseFloat(e.css(this.activeMenu[0],"paddingTop"))||0,n=t.offset().top-this.activeMenu.offset().top-i-s,a=this.activeMenu.scrollTop(),o=this.activeMenu.height(),r=t.outerHeight(),0>n?this.activeMenu.scrollTop(a+n):n+r>o&&this.activeMenu.scrollTop(a+n-o+r))},blur:function(e,t){t||clearTimeout(this.timer),this.active&&(this.active.removeClass("ui-state-focus"),this.active=null,this._trigger("blur",e,{item:this.active}))},_startOpening:function(e){clearTimeout(this.timer),"true"===e.attr("aria-hidden")&&(this.timer=this._delay(function(){this._close(),this._open(e)},this.delay))},_open:function(t){var i=e.extend({of:this.active},this.options.position);clearTimeout(this.timer),this.element.find(".ui-menu").not(t.parents(".ui-menu")).hide().attr("aria-hidden","true"),t.show().removeAttr("aria-hidden").attr("aria-expanded","true").position(i)},collapseAll:function(t,i){clearTimeout(this.timer),this.timer=this._delay(function(){var s=i?this.element:e(t&&t.target).closest(this.element.find(".ui-menu"));s.length||(s=this.element),this._close(s),this.blur(t),this.activeMenu=s},this.delay)},_close:function(e){e||(e=this.active?this.active.parent():this.element),e.find(".ui-menu").hide().attr("aria-hidden","true").attr("aria-expanded","false").end().find(".ui-state-active").not(".ui-state-focus").removeClass("ui-state-active")},_closeOnDocumentClick:function(t){return!e(t.target).closest(".ui-menu").length},_isDivider:function(e){return!/[^\-\u2014\u2013\s]/.test(e.text())},collapse:function(e){var t=this.active&&this.active.parent().closest(".ui-menu-item",this.element);t&&t.length&&(this._close(),this.focus(e,t))},expand:function(e){var t=this.active&&this.active.children(".ui-menu ").find(this.options.items).first();t&&t.length&&(this._open(t.parent()),this._delay(function(){this.focus(e,t)}))},next:function(e){this._move("next","first",e)},previous:function(e){this._move("prev","last",e)},isFirstItem:function(){return this.active&&!this.active.prevAll(".ui-menu-item").length},isLastItem:function(){return this.active&&!this.active.nextAll(".ui-menu-item").length},_move:function(e,t,i){var s;this.active&&(s="first"===e||"last"===e?this.active["first"===e?"prevAll":"nextAll"](".ui-menu-item").eq(-1):this.active[e+"All"](".ui-menu-item").eq(0)),s&&s.length&&this.active||(s=this.activeMenu.find(this.options.items)[t]()),this.focus(i,s)},nextPage:function(t){var i,s,n;return this.active?(this.isLastItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.nextAll(".ui-menu-item").each(function(){return i=e(this),0>i.offset().top-s-n}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items)[this.active?"last":"first"]())),void 0):(this.next(t),void 0)},previousPage:function(t){var i,s,n;return this.active?(this.isFirstItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.prevAll(".ui-menu-item").each(function(){return i=e(this),i.offset().top-s+n>0}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items).first())),void 0):(this.next(t),void 0)},_hasScroll:function(){return this.element.outerHeight()<this.element.prop("scrollHeight")},select:function(t){this.active=this.active||e(t.target).closest(".ui-menu-item");var i={item:this.active};this.active.has(".ui-menu").length||this.collapseAll(t,!0),this._trigger("select",t,i)},_filterMenuItems:function(t){var i=t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&"),s=RegExp("^"+i,"i");return this.activeMenu.find(this.options.items).filter(".ui-menu-item").filter(function(){return s.test(e.trim(e(this).text()))})}}),e.widget("ui.autocomplete",{version:"1.11.4",defaultElement:"<input>",options:{appendTo:null,autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null,change:null,close:null,focus:null,open:null,response:null,search:null,select:null},requestIndex:0,pending:0,_create:function(){var t,i,s,n=this.element[0].nodeName.toLowerCase(),a="textarea"===n,o="input"===n;this.isMultiLine=a?!0:o?!1:this.element.prop("isContentEditable"),this.valueMethod=this.element[a||o?"val":"text"],this.isNewMenu=!0,this.element.addClass("ui-autocomplete-input").attr("autocomplete","off"),this._on(this.element,{keydown:function(n){if(this.element.prop("readOnly"))return t=!0,s=!0,i=!0,void 0;t=!1,s=!1,i=!1;var a=e.ui.keyCode;switch(n.keyCode){case a.PAGE_UP:t=!0,this._move("previousPage",n);break;case a.PAGE_DOWN:t=!0,this._move("nextPage",n);break;case a.UP:t=!0,this._keyEvent("previous",n);break;case a.DOWN:t=!0,this._keyEvent("next",n);break;case a.ENTER:this.menu.active&&(t=!0,n.preventDefault(),this.menu.select(n));break;case a.TAB:this.menu.active&&this.menu.select(n);break;case a.ESCAPE:this.menu.element.is(":visible")&&(this.isMultiLine||this._value(this.term),this.close(n),n.preventDefault());break;default:i=!0,this._searchTimeout(n)}},keypress:function(s){if(t)return t=!1,(!this.isMultiLine||this.menu.element.is(":visible"))&&s.preventDefault(),void 0;if(!i){var n=e.ui.keyCode;switch(s.keyCode){case n.PAGE_UP:this._move("previousPage",s);break;case n.PAGE_DOWN:this._move("nextPage",s);break;case n.UP:this._keyEvent("previous",s);break;case n.DOWN:this._keyEvent("next",s)}}},input:function(e){return s?(s=!1,e.preventDefault(),void 0):(this._searchTimeout(e),void 0)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(e){return this.cancelBlur?(delete this.cancelBlur,void 0):(clearTimeout(this.searching),this.close(e),this._change(e),void 0)}}),this._initSource(),this.menu=e("<ul>").addClass("ui-autocomplete ui-front").appendTo(this._appendTo()).menu({role:null}).hide().menu("instance"),this._on(this.menu.element,{mousedown:function(t){t.preventDefault(),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur});var i=this.menu.element[0];e(t.target).closest(".ui-menu-item").length||this._delay(function(){var t=this;this.document.one("mousedown",function(s){s.target===t.element[0]||s.target===i||e.contains(i,s.target)||t.close()})})},menufocus:function(t,i){var s,n;return this.isNewMenu&&(this.isNewMenu=!1,t.originalEvent&&/^mouse/.test(t.originalEvent.type))?(this.menu.blur(),this.document.one("mousemove",function(){e(t.target).trigger(t.originalEvent)}),void 0):(n=i.item.data("ui-autocomplete-item"),!1!==this._trigger("focus",t,{item:n})&&t.originalEvent&&/^key/.test(t.originalEvent.type)&&this._value(n.value),s=i.item.attr("aria-label")||n.value,s&&e.trim(s).length&&(this.liveRegion.children().hide(),e("<div>").text(s).appendTo(this.liveRegion)),void 0)},menuselect:function(e,t){var i=t.item.data("ui-autocomplete-item"),s=this.previous;this.element[0]!==this.document[0].activeElement&&(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s,this.selectedItem=i})),!1!==this._trigger("select",e,{item:i})&&this._value(i.value),this.term=this._value(),this.close(e),this.selectedItem=i}}),this.liveRegion=e("<span>",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).addClass("ui-helper-hidden-accessible").appendTo(this.document[0].body),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(e,t){this._super(e,t),"source"===e&&this._initSource(),"appendTo"===e&&this.menu.element.appendTo(this._appendTo()),"disabled"===e&&t&&this.xhr&&this.xhr.abort()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_initSource:function(){var t,i,s=this;e.isArray(this.options.source)?(t=this.options.source,this.source=function(i,s){s(e.ui.autocomplete.filter(t,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(t,n){s.xhr&&s.xhr.abort(),s.xhr=e.ajax({url:i,data:t,dataType:"json",success:function(e){n(e)},error:function(){n([])}})}):this.source=this.options.source},_searchTimeout:function(e){clearTimeout(this.searching),this.searching=this._delay(function(){var t=this.term===this._value(),i=this.menu.element.is(":visible"),s=e.altKey||e.ctrlKey||e.metaKey||e.shiftKey;(!t||t&&!i&&!s)&&(this.selectedItem=null,this.search(null,e))},this.options.delay)},search:function(e,t){return e=null!=e?e:this._value(),this.term=this._value(),e.length<this.options.minLength?this.close(t):this._trigger("search",t)!==!1?this._search(e):void 0},_search:function(e){this.pending++,this.element.addClass("ui-autocomplete-loading"),this.cancelSearch=!1,this.source({term:e},this._response())},_response:function(){var t=++this.requestIndex;return e.proxy(function(e){t===this.requestIndex&&this.__response(e),this.pending--,this.pending||this.element.removeClass("ui-autocomplete-loading")},this)},__response:function(e){e&&(e=this._normalize(e)),this._trigger("response",null,{content:e}),!this.options.disabled&&e&&e.length&&!this.cancelSearch?(this._suggest(e),this._trigger("open")):this._close()},close:function(e){this.cancelSearch=!0,this._close(e)},_close:function(e){this.menu.element.is(":visible")&&(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",e))},_change:function(e){this.previous!==this._value()&&this._trigger("change",e,{item:this.selectedItem})},_normalize:function(t){return t.length&&t[0].label&&t[0].value?t:e.map(t,function(t){return"string"==typeof t?{label:t,value:t}:e.extend({},t,{label:t.label||t.value,value:t.value||t.label})})},_suggest:function(t){var i=this.menu.element.empty();this._renderMenu(i,t),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(e.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next()},_resizeMenu:function(){var e=this.menu.element;e.outerWidth(Math.max(e.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(t,i){var s=this;e.each(i,function(e,i){s._renderItemData(t,i)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-autocomplete-item",t)},_renderItem:function(t,i){return e("<li>").text(i.label).appendTo(t)},_move:function(e,t){return this.menu.element.is(":visible")?this.menu.isFirstItem()&&/^previous/.test(e)||this.menu.isLastItem()&&/^next/.test(e)?(this.isMultiLine||this._value(this.term),this.menu.blur(),void 0):(this.menu[e](t),void 0):(this.search(null,t),void 0)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(e,t){(!this.isMultiLine||this.menu.element.is(":visible"))&&(this._move(e,t),t.preventDefault())}}),e.extend(e.ui.autocomplete,{escapeRegex:function(e){return e.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,i){var s=RegExp(e.ui.autocomplete.escapeRegex(i),"i");return e.grep(t,function(e){return s.test(e.label||e.value||e)})}}),e.widget("ui.autocomplete",e.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(e){return e+(e>1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var i;this._superApply(arguments),this.options.disabled||this.cancelSearch||(i=t&&t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.children().hide(),e("<div>").text(i).appendTo(this.liveRegion))}}),e.ui.autocomplete;var r,h="ui-button ui-widget ui-state-default ui-corner-all",l="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",u=function(){var t=e(this);setTimeout(function(){t.find(":ui-button").button("refresh")},1)},d=function(t){var i=t.name,s=t.form,n=e([]);return i&&(i=i.replace(/'/g,"\\'"),n=s?e(s).find("[name='"+i+"'][type=radio]"):e("[name='"+i+"'][type=radio]",t.ownerDocument).filter(function(){return!this.form})),n};e.widget("ui.button",{version:"1.11.4",defaultElement:"<button>",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,u),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var t=this,i=this.options,s="checkbox"===this.type||"radio"===this.type,n=s?"":"ui-state-active";null===i.label&&(i.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(h).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){i.disabled||this===r&&e(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){i.disabled||e(this).removeClass(n)}).bind("click"+this.eventNamespace,function(e){i.disabled&&(e.preventDefault(),e.stopImmediatePropagation())}),this._on({focus:function(){this.buttonElement.addClass("ui-state-focus")},blur:function(){this.buttonElement.removeClass("ui-state-focus")}}),s&&this.element.bind("change"+this.eventNamespace,function(){t.refresh()}),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return i.disabled?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(i.disabled)return!1;e(this).addClass("ui-state-active"),t.buttonElement.attr("aria-pressed","true");var s=t.element[0];d(s).not(s).map(function(){return e(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return i.disabled?!1:(e(this).addClass("ui-state-active"),r=this,t.document.one("mouseup",function(){r=null}),void 0)}).bind("mouseup"+this.eventNamespace,function(){return i.disabled?!1:(e(this).removeClass("ui-state-active"),void 0)}).bind("keydown"+this.eventNamespace,function(t){return i.disabled?!1:((t.keyCode===e.ui.keyCode.SPACE||t.keyCode===e.ui.keyCode.ENTER)&&e(this).addClass("ui-state-active"),void 0)}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){e(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&&this.buttonElement.keyup(function(t){t.keyCode===e.ui.keyCode.SPACE&&e(this).click()})),this._setOption("disabled",i.disabled),this._resetButton()},_determineButtonType:function(){var e,t,i;this.type=this.element.is("[type=checkbox]")?"checkbox":this.element.is("[type=radio]")?"radio":this.element.is("input")?"input":"button","checkbox"===this.type||"radio"===this.type?(e=this.element.parents().last(),t="label[for='"+this.element.attr("id")+"']",this.buttonElement=e.find(t),this.buttonElement.length||(e=e.length?e.siblings():this.element.siblings(),this.buttonElement=e.filter(t),this.buttonElement.length||(this.buttonElement=e.find(t))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&&this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(h+" ui-state-active "+l).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(e,t){return this._super(e,t),"disabled"===e?(this.widget().toggleClass("ui-state-disabled",!!t),this.element.prop("disabled",!!t),t&&("checkbox"===this.type||"radio"===this.type?this.buttonElement.removeClass("ui-state-focus"):this.buttonElement.removeClass("ui-state-focus ui-state-active")),void 0):(this._resetButton(),void 0)},refresh:function(){var t=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");t!==this.options.disabled&&this._setOption("disabled",t),"radio"===this.type?d(this.element[0]).each(function(){e(this).is(":checked")?e(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):e(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&&(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return this.options.label&&this.element.val(this.options.label),void 0;var t=this.buttonElement.removeClass(l),i=e("<span></span>",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(t.empty()).text(),s=this.options.icons,n=s.primary&&s.secondary,a=[];s.primary||s.secondary?(this.options.text&&a.push("ui-button-text-icon"+(n?"s":s.primary?"-primary":"-secondary")),s.primary&&t.prepend("<span class='ui-button-icon-primary ui-icon "+s.primary+"'></span>"),s.secondary&&t.append("<span class='ui-button-icon-secondary ui-icon "+s.secondary+"'></span>"),this.options.text||(a.push(n?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||t.attr("title",e.trim(i)))):a.push("ui-button-text-only"),t.addClass(a.join(" "))}}),e.widget("ui.buttonset",{version:"1.11.4",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(e,t){"disabled"===e&&this.buttons.button("option",e,t),this._super(e,t)},refresh:function(){var t="rtl"===this.element.css("direction"),i=this.element.find(this.options.items),s=i.filter(":ui-button");i.not(":ui-button").button(),s.button("refresh"),this.buttons=i.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(t?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(t?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}}),e.ui.button,e.widget("ui.dialog",{version:"1.11.4",options:{appendTo:"body",autoOpen:!0,buttons:[],closeOnEscape:!0,closeText:"Close",dialogClass:"",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(t){var i=e(this).css(t).offset().top;0>i&&e(this).css("top",t.top-i)}},resizable:!0,show:null,title:null,width:300,beforeClose:null,close:null,drag:null,dragStart:null,dragStop:null,focus:null,open:null,resize:null,resizeStart:null,resizeStop:null},sizeRelatedOptions:{buttons:!0,height:!0,maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0,width:!0},resizableRelatedOptions:{maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0},_create:function(){this.originalCss={display:this.element[0].style.display,width:this.element[0].style.width,minHeight:this.element[0].style.minHeight,maxHeight:this.element[0].style.maxHeight,height:this.element[0].style.height},this.originalPosition={parent:this.element.parent(),index:this.element.parent().children().index(this.element)},this.originalTitle=this.element.attr("title"),this.options.title=this.options.title||this.originalTitle,this._createWrapper(),this.element.show().removeAttr("title").addClass("ui-dialog-content ui-widget-content").appendTo(this.uiDialog),this._createTitlebar(),this._createButtonPane(),this.options.draggable&&e.fn.draggable&&this._makeDraggable(),this.options.resizable&&e.fn.resizable&&this._makeResizable(),this._isOpen=!1,this._trackFocus()},_init:function(){this.options.autoOpen&&this.open()},_appendTo:function(){var t=this.options.appendTo;return t&&(t.jquery||t.nodeType)?e(t):this.document.find(t||"body").eq(0)},_destroy:function(){var e,t=this.originalPosition;this._untrackInstance(),this._destroyOverlay(),this.element.removeUniqueId().removeClass("ui-dialog-content ui-widget-content").css(this.originalCss).detach(),this.uiDialog.stop(!0,!0).remove(),this.originalTitle&&this.element.attr("title",this.originalTitle),e=t.parent.children().eq(t.index),e.length&&e[0]!==this.element[0]?e.before(this.element):t.parent.append(this.element)},widget:function(){return this.uiDialog},disable:e.noop,enable:e.noop,close:function(t){var i,s=this;if(this._isOpen&&this._trigger("beforeClose",t)!==!1){if(this._isOpen=!1,this._focusedElement=null,this._destroyOverlay(),this._untrackInstance(),!this.opener.filter(":focusable").focus().length)try{i=this.document[0].activeElement,i&&"body"!==i.nodeName.toLowerCase()&&e(i).blur()}catch(n){}this._hide(this.uiDialog,this.options.hide,function(){s._trigger("close",t)})}},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,i){var s=!1,n=this.uiDialog.siblings(".ui-front:visible").map(function(){return+e(this).css("z-index")}).get(),a=Math.max.apply(null,n);return a>=+this.uiDialog.css("z-index")&&(this.uiDialog.css("z-index",a+1),s=!0),s&&!i&&this._trigger("focus",t),s},open:function(){var t=this;return this._isOpen?(this._moveToTop()&&this._focusTabbable(),void 0):(this._isOpen=!0,this.opener=e(this.document[0].activeElement),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this.overlay&&this.overlay.css("z-index",this.uiDialog.css("z-index")-1),this._show(this.uiDialog,this.options.show,function(){t._focusTabbable(),t._trigger("focus")}),this._makeFocusTarget(),this._trigger("open"),void 0)},_focusTabbable:function(){var e=this._focusedElement;e||(e=this.element.find("[autofocus]")),e.length||(e=this.element.find(":tabbable")),e.length||(e=this.uiDialogButtonPane.find(":tabbable")),e.length||(e=this.uiDialogTitlebarClose.filter(":tabbable")),e.length||(e=this.uiDialog),e.eq(0).focus()},_keepFocus:function(t){function i(){var t=this.document[0].activeElement,i=this.uiDialog[0]===t||e.contains(this.uiDialog[0],t);i||this._focusTabbable()}t.preventDefault(),i.call(this),this._delay(i)},_createWrapper:function(){this.uiDialog=e("<div>").addClass("ui-dialog ui-widget ui-widget-content ui-corner-all ui-front "+this.options.dialogClass).hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._on(this.uiDialog,{keydown:function(t){if(this.options.closeOnEscape&&!t.isDefaultPrevented()&&t.keyCode&&t.keyCode===e.ui.keyCode.ESCAPE)return t.preventDefault(),this.close(t),void 0;if(t.keyCode===e.ui.keyCode.TAB&&!t.isDefaultPrevented()){var i=this.uiDialog.find(":tabbable"),s=i.filter(":first"),n=i.filter(":last");t.target!==n[0]&&t.target!==this.uiDialog[0]||t.shiftKey?t.target!==s[0]&&t.target!==this.uiDialog[0]||!t.shiftKey||(this._delay(function(){n.focus()}),t.preventDefault()):(this._delay(function(){s.focus()}),t.preventDefault())}},mousedown:function(e){this._moveToTop(e)&&this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var t;this.uiDialogTitlebar=e("<div>").addClass("ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix").prependTo(this.uiDialog),this._on(this.uiDialogTitlebar,{mousedown:function(t){e(t.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.focus()}}),this.uiDialogTitlebarClose=e("<button type='button'></button>").button({label:this.options.closeText,icons:{primary:"ui-icon-closethick"},text:!1}).addClass("ui-dialog-titlebar-close").appendTo(this.uiDialogTitlebar),this._on(this.uiDialogTitlebarClose,{click:function(e){e.preventDefault(),this.close(e)}}),t=e("<span>").uniqueId().addClass("ui-dialog-title").prependTo(this.uiDialogTitlebar),this._title(t),this.uiDialog.attr({"aria-labelledby":t.attr("id")})},_title:function(e){this.options.title||e.html("&#160;"),e.text(this.options.title)
},_createButtonPane:function(){this.uiDialogButtonPane=e("<div>").addClass("ui-dialog-buttonpane ui-widget-content ui-helper-clearfix"),this.uiButtonSet=e("<div>").addClass("ui-dialog-buttonset").appendTo(this.uiDialogButtonPane),this._createButtons()},_createButtons:function(){var t=this,i=this.options.buttons;return this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),e.isEmptyObject(i)||e.isArray(i)&&!i.length?(this.uiDialog.removeClass("ui-dialog-buttons"),void 0):(e.each(i,function(i,s){var n,a;s=e.isFunction(s)?{click:s,text:i}:s,s=e.extend({type:"button"},s),n=s.click,s.click=function(){n.apply(t.element[0],arguments)},a={icons:s.icons,text:s.showText},delete s.icons,delete s.showText,e("<button></button>",s).button(a).appendTo(t.uiButtonSet)}),this.uiDialog.addClass("ui-dialog-buttons"),this.uiDialogButtonPane.appendTo(this.uiDialog),void 0)},_makeDraggable:function(){function t(e){return{position:e.position,offset:e.offset}}var i=this,s=this.options;this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(s,n){e(this).addClass("ui-dialog-dragging"),i._blockFrames(),i._trigger("dragStart",s,t(n))},drag:function(e,s){i._trigger("drag",e,t(s))},stop:function(n,a){var o=a.offset.left-i.document.scrollLeft(),r=a.offset.top-i.document.scrollTop();s.position={my:"left top",at:"left"+(o>=0?"+":"")+o+" "+"top"+(r>=0?"+":"")+r,of:i.window},e(this).removeClass("ui-dialog-dragging"),i._unblockFrames(),i._trigger("dragStop",n,t(a))}})},_makeResizable:function(){function t(e){return{originalPosition:e.originalPosition,originalSize:e.originalSize,position:e.position,size:e.size}}var i=this,s=this.options,n=s.resizable,a=this.uiDialog.css("position"),o="string"==typeof n?n:"n,e,s,w,se,sw,ne,nw";this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:s.maxWidth,maxHeight:s.maxHeight,minWidth:s.minWidth,minHeight:this._minHeight(),handles:o,start:function(s,n){e(this).addClass("ui-dialog-resizing"),i._blockFrames(),i._trigger("resizeStart",s,t(n))},resize:function(e,s){i._trigger("resize",e,t(s))},stop:function(n,a){var o=i.uiDialog.offset(),r=o.left-i.document.scrollLeft(),h=o.top-i.document.scrollTop();s.height=i.uiDialog.height(),s.width=i.uiDialog.width(),s.position={my:"left top",at:"left"+(r>=0?"+":"")+r+" "+"top"+(h>=0?"+":"")+h,of:i.window},e(this).removeClass("ui-dialog-resizing"),i._unblockFrames(),i._trigger("resizeStop",n,t(a))}}).css("position",a)},_trackFocus:function(){this._on(this.widget(),{focusin:function(t){this._makeFocusTarget(),this._focusedElement=e(t.target)}})},_makeFocusTarget:function(){this._untrackInstance(),this._trackingInstances().unshift(this)},_untrackInstance:function(){var t=this._trackingInstances(),i=e.inArray(this,t);-1!==i&&t.splice(i,1)},_trackingInstances:function(){var e=this.document.data("ui-dialog-instances");return e||(e=[],this.document.data("ui-dialog-instances",e)),e},_minHeight:function(){var e=this.options;return"auto"===e.height?e.minHeight:Math.min(e.minHeight,e.height)},_position:function(){var e=this.uiDialog.is(":visible");e||this.uiDialog.show(),this.uiDialog.position(this.options.position),e||this.uiDialog.hide()},_setOptions:function(t){var i=this,s=!1,n={};e.each(t,function(e,t){i._setOption(e,t),e in i.sizeRelatedOptions&&(s=!0),e in i.resizableRelatedOptions&&(n[e]=t)}),s&&(this._size(),this._position()),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option",n)},_setOption:function(e,t){var i,s,n=this.uiDialog;"dialogClass"===e&&n.removeClass(this.options.dialogClass).addClass(t),"disabled"!==e&&(this._super(e,t),"appendTo"===e&&this.uiDialog.appendTo(this._appendTo()),"buttons"===e&&this._createButtons(),"closeText"===e&&this.uiDialogTitlebarClose.button({label:""+t}),"draggable"===e&&(i=n.is(":data(ui-draggable)"),i&&!t&&n.draggable("destroy"),!i&&t&&this._makeDraggable()),"position"===e&&this._position(),"resizable"===e&&(s=n.is(":data(ui-resizable)"),s&&!t&&n.resizable("destroy"),s&&"string"==typeof t&&n.resizable("option","handles",t),s||t===!1||this._makeResizable()),"title"===e&&this._title(this.uiDialogTitlebar.find(".ui-dialog-title")))},_size:function(){var e,t,i,s=this.options;this.element.show().css({width:"auto",minHeight:0,maxHeight:"none",height:0}),s.minWidth>s.width&&(s.width=s.minWidth),e=this.uiDialog.css({height:"auto",width:s.width}).outerHeight(),t=Math.max(0,s.minHeight-e),i="number"==typeof s.maxHeight?Math.max(0,s.maxHeight-e):"none","auto"===s.height?this.element.css({minHeight:t,maxHeight:i,height:"auto"}):this.element.height(Math.max(0,s.height-e)),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option","minHeight",this._minHeight())},_blockFrames:function(){this.iframeBlocks=this.document.find("iframe").map(function(){var t=e(this);return e("<div>").css({position:"absolute",width:t.outerWidth(),height:t.outerHeight()}).appendTo(t.parent()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_allowInteraction:function(t){return e(t.target).closest(".ui-dialog").length?!0:!!e(t.target).closest(".ui-datepicker").length},_createOverlay:function(){if(this.options.modal){var t=!0;this._delay(function(){t=!1}),this.document.data("ui-dialog-overlays")||this._on(this.document,{focusin:function(e){t||this._allowInteraction(e)||(e.preventDefault(),this._trackingInstances()[0]._focusTabbable())}}),this.overlay=e("<div>").addClass("ui-widget-overlay ui-front").appendTo(this._appendTo()),this._on(this.overlay,{mousedown:"_keepFocus"}),this.document.data("ui-dialog-overlays",(this.document.data("ui-dialog-overlays")||0)+1)}},_destroyOverlay:function(){if(this.options.modal&&this.overlay){var e=this.document.data("ui-dialog-overlays")-1;e?this.document.data("ui-dialog-overlays",e):this.document.unbind("focusin").removeData("ui-dialog-overlays"),this.overlay.remove(),this.overlay=null}}}),e.widget("ui.progressbar",{version:"1.11.4",options:{max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.addClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").attr({role:"progressbar","aria-valuemin":this.min}),this.valueDiv=e("<div class='ui-progressbar-value ui-widget-header ui-corner-left'></div>").appendTo(this.element),this._refreshValue()},_destroy:function(){this.element.removeClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.valueDiv.remove()},value:function(e){return void 0===e?this.options.value:(this.options.value=this._constrainedValue(e),this._refreshValue(),void 0)},_constrainedValue:function(e){return void 0===e&&(e=this.options.value),this.indeterminate=e===!1,"number"!=typeof e&&(e=0),this.indeterminate?!1:Math.min(this.options.max,Math.max(this.min,e))},_setOptions:function(e){var t=e.value;delete e.value,this._super(e),this.options.value=this._constrainedValue(t),this._refreshValue()},_setOption:function(e,t){"max"===e&&(t=Math.max(this.min,t)),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},_percentage:function(){return this.indeterminate?100:100*(this.options.value-this.min)/(this.options.max-this.min)},_refreshValue:function(){var t=this.options.value,i=this._percentage();this.valueDiv.toggle(this.indeterminate||t>this.min).toggleClass("ui-corner-right",t===this.options.max).width(i.toFixed(0)+"%"),this.element.toggleClass("ui-progressbar-indeterminate",this.indeterminate),this.indeterminate?(this.element.removeAttr("aria-valuenow"),this.overlayDiv||(this.overlayDiv=e("<div class='ui-progressbar-overlay'></div>").appendTo(this.valueDiv))):(this.element.attr({"aria-valuemax":this.options.max,"aria-valuenow":t}),this.overlayDiv&&(this.overlayDiv.remove(),this.overlayDiv=null)),this.oldValue!==t&&(this.oldValue=t,this._trigger("change")),t===this.options.max&&this._trigger("complete")}}),e.widget("ui.selectmenu",{version:"1.11.4",defaultElement:"<select>",options:{appendTo:null,disabled:null,icons:{button:"ui-icon-triangle-1-s"},position:{my:"left top",at:"left bottom",collision:"none"},width:null,change:null,close:null,focus:null,open:null,select:null},_create:function(){var e=this.element.uniqueId().attr("id");this.ids={element:e,button:e+"-button",menu:e+"-menu"},this._drawButton(),this._drawMenu(),this.options.disabled&&this.disable()},_drawButton:function(){var t=this;this.label=e("label[for='"+this.ids.element+"']").attr("for",this.ids.button),this._on(this.label,{click:function(e){this.button.focus(),e.preventDefault()}}),this.element.hide(),this.button=e("<span>",{"class":"ui-selectmenu-button ui-widget ui-state-default ui-corner-all",tabindex:this.options.disabled?-1:0,id:this.ids.button,role:"combobox","aria-expanded":"false","aria-autocomplete":"list","aria-owns":this.ids.menu,"aria-haspopup":"true"}).insertAfter(this.element),e("<span>",{"class":"ui-icon "+this.options.icons.button}).prependTo(this.button),this.buttonText=e("<span>",{"class":"ui-selectmenu-text"}).appendTo(this.button),this._setText(this.buttonText,this.element.find("option:selected").text()),this._resizeButton(),this._on(this.button,this._buttonEvents),this.button.one("focusin",function(){t.menuItems||t._refreshMenu()}),this._hoverable(this.button),this._focusable(this.button)},_drawMenu:function(){var t=this;this.menu=e("<ul>",{"aria-hidden":"true","aria-labelledby":this.ids.button,id:this.ids.menu}),this.menuWrap=e("<div>",{"class":"ui-selectmenu-menu ui-front"}).append(this.menu).appendTo(this._appendTo()),this.menuInstance=this.menu.menu({role:"listbox",select:function(e,i){e.preventDefault(),t._setSelection(),t._select(i.item.data("ui-selectmenu-item"),e)},focus:function(e,i){var s=i.item.data("ui-selectmenu-item");null!=t.focusIndex&&s.index!==t.focusIndex&&(t._trigger("focus",e,{item:s}),t.isOpen||t._select(s,e)),t.focusIndex=s.index,t.button.attr("aria-activedescendant",t.menuItems.eq(s.index).attr("id"))}}).menu("instance"),this.menu.addClass("ui-corner-bottom").removeClass("ui-corner-all"),this.menuInstance._off(this.menu,"mouseleave"),this.menuInstance._closeOnDocumentClick=function(){return!1},this.menuInstance._isDivider=function(){return!1}},refresh:function(){this._refreshMenu(),this._setText(this.buttonText,this._getSelectedItem().text()),this.options.width||this._resizeButton()},_refreshMenu:function(){this.menu.empty();var e,t=this.element.find("option");t.length&&(this._parseOptions(t),this._renderMenu(this.menu,this.items),this.menuInstance.refresh(),this.menuItems=this.menu.find("li").not(".ui-selectmenu-optgroup"),e=this._getSelectedItem(),this.menuInstance.focus(null,e),this._setAria(e.data("ui-selectmenu-item")),this._setOption("disabled",this.element.prop("disabled")))},open:function(e){this.options.disabled||(this.menuItems?(this.menu.find(".ui-state-focus").removeClass("ui-state-focus"),this.menuInstance.focus(null,this._getSelectedItem())):this._refreshMenu(),this.isOpen=!0,this._toggleAttr(),this._resizeMenu(),this._position(),this._on(this.document,this._documentClick),this._trigger("open",e))},_position:function(){this.menuWrap.position(e.extend({of:this.button},this.options.position))},close:function(e){this.isOpen&&(this.isOpen=!1,this._toggleAttr(),this.range=null,this._off(this.document),this._trigger("close",e))},widget:function(){return this.button},menuWidget:function(){return this.menu},_renderMenu:function(t,i){var s=this,n="";e.each(i,function(i,a){a.optgroup!==n&&(e("<li>",{"class":"ui-selectmenu-optgroup ui-menu-divider"+(a.element.parent("optgroup").prop("disabled")?" ui-state-disabled":""),text:a.optgroup}).appendTo(t),n=a.optgroup),s._renderItemData(t,a)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-selectmenu-item",t)},_renderItem:function(t,i){var s=e("<li>");return i.disabled&&s.addClass("ui-state-disabled"),this._setText(s,i.label),s.appendTo(t)},_setText:function(e,t){t?e.text(t):e.html("&#160;")},_move:function(e,t){var i,s,n=".ui-menu-item";this.isOpen?i=this.menuItems.eq(this.focusIndex):(i=this.menuItems.eq(this.element[0].selectedIndex),n+=":not(.ui-state-disabled)"),s="first"===e||"last"===e?i["first"===e?"prevAll":"nextAll"](n).eq(-1):i[e+"All"](n).eq(0),s.length&&this.menuInstance.focus(t,s)},_getSelectedItem:function(){return this.menuItems.eq(this.element[0].selectedIndex)},_toggle:function(e){this[this.isOpen?"close":"open"](e)},_setSelection:function(){var e;this.range&&(window.getSelection?(e=window.getSelection(),e.removeAllRanges(),e.addRange(this.range)):this.range.select(),this.button.focus())},_documentClick:{mousedown:function(t){this.isOpen&&(e(t.target).closest(".ui-selectmenu-menu, #"+this.ids.button).length||this.close(t))}},_buttonEvents:{mousedown:function(){var e;window.getSelection?(e=window.getSelection(),e.rangeCount&&(this.range=e.getRangeAt(0))):this.range=document.selection.createRange()},click:function(e){this._setSelection(),this._toggle(e)},keydown:function(t){var i=!0;switch(t.keyCode){case e.ui.keyCode.TAB:case e.ui.keyCode.ESCAPE:this.close(t),i=!1;break;case e.ui.keyCode.ENTER:this.isOpen&&this._selectFocusedItem(t);break;case e.ui.keyCode.UP:t.altKey?this._toggle(t):this._move("prev",t);break;case e.ui.keyCode.DOWN:t.altKey?this._toggle(t):this._move("next",t);break;case e.ui.keyCode.SPACE:this.isOpen?this._selectFocusedItem(t):this._toggle(t);break;case e.ui.keyCode.LEFT:this._move("prev",t);break;case e.ui.keyCode.RIGHT:this._move("next",t);break;case e.ui.keyCode.HOME:case e.ui.keyCode.PAGE_UP:this._move("first",t);break;case e.ui.keyCode.END:case e.ui.keyCode.PAGE_DOWN:this._move("last",t);break;default:this.menu.trigger(t),i=!1}i&&t.preventDefault()}},_selectFocusedItem:function(e){var t=this.menuItems.eq(this.focusIndex);t.hasClass("ui-state-disabled")||this._select(t.data("ui-selectmenu-item"),e)},_select:function(e,t){var i=this.element[0].selectedIndex;this.element[0].selectedIndex=e.index,this._setText(this.buttonText,e.label),this._setAria(e),this._trigger("select",t,{item:e}),e.index!==i&&this._trigger("change",t,{item:e}),this.close(t)},_setAria:function(e){var t=this.menuItems.eq(e.index).attr("id");this.button.attr({"aria-labelledby":t,"aria-activedescendant":t}),this.menu.attr("aria-activedescendant",t)},_setOption:function(e,t){"icons"===e&&this.button.find("span.ui-icon").removeClass(this.options.icons.button).addClass(t.button),this._super(e,t),"appendTo"===e&&this.menuWrap.appendTo(this._appendTo()),"disabled"===e&&(this.menuInstance.option("disabled",t),this.button.toggleClass("ui-state-disabled",t).attr("aria-disabled",t),this.element.prop("disabled",t),t?(this.button.attr("tabindex",-1),this.close()):this.button.attr("tabindex",0)),"width"===e&&this._resizeButton()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_toggleAttr:function(){this.button.toggleClass("ui-corner-top",this.isOpen).toggleClass("ui-corner-all",!this.isOpen).attr("aria-expanded",this.isOpen),this.menuWrap.toggleClass("ui-selectmenu-open",this.isOpen),this.menu.attr("aria-hidden",!this.isOpen)},_resizeButton:function(){var e=this.options.width;e||(e=this.element.show().outerWidth(),this.element.hide()),this.button.outerWidth(e)},_resizeMenu:function(){this.menu.outerWidth(Math.max(this.button.outerWidth(),this.menu.width("").outerWidth()+1))},_getCreateOptions:function(){return{disabled:this.element.prop("disabled")}},_parseOptions:function(t){var i=[];t.each(function(t,s){var n=e(s),a=n.parent("optgroup");i.push({element:n,index:t,value:n.val(),label:n.text(),optgroup:a.attr("label")||"",disabled:a.prop("disabled")||n.prop("disabled")})}),this.items=i},_destroy:function(){this.menuWrap.remove(),this.button.remove(),this.element.show(),this.element.removeUniqueId(),this.label.attr("for",this.ids.element)}}),e.widget("ui.slider",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"slide",options:{animate:!1,distance:0,max:100,min:0,orientation:"horizontal",range:!1,step:1,value:0,values:null,change:null,slide:null,start:null,stop:null},numPages:5,_create:function(){this._keySliding=!1,this._mouseSliding=!1,this._animateOff=!0,this._handleIndex=null,this._detectOrientation(),this._mouseInit(),this._calculateNewMax(),this.element.addClass("ui-slider ui-slider-"+this.orientation+" ui-widget"+" ui-widget-content"+" ui-corner-all"),this._refresh(),this._setOption("disabled",this.options.disabled),this._animateOff=!1},_refresh:function(){this._createRange(),this._createHandles(),this._setupEvents(),this._refreshValue()},_createHandles:function(){var t,i,s=this.options,n=this.element.find(".ui-slider-handle").addClass("ui-state-default ui-corner-all"),a="<span class='ui-slider-handle ui-state-default ui-corner-all' tabindex='0'></span>",o=[];for(i=s.values&&s.values.length||1,n.length>i&&(n.slice(i).remove(),n=n.slice(0,i)),t=n.length;i>t;t++)o.push(a);this.handles=n.add(e(o.join("")).appendTo(this.element)),this.handle=this.handles.eq(0),this.handles.each(function(t){e(this).data("ui-slider-handle-index",t)})},_createRange:function(){var t=this.options,i="";t.range?(t.range===!0&&(t.values?t.values.length&&2!==t.values.length?t.values=[t.values[0],t.values[0]]:e.isArray(t.values)&&(t.values=t.values.slice(0)):t.values=[this._valueMin(),this._valueMin()]),this.range&&this.range.length?this.range.removeClass("ui-slider-range-min ui-slider-range-max").css({left:"",bottom:""}):(this.range=e("<div></div>").appendTo(this.element),i="ui-slider-range ui-widget-header ui-corner-all"),this.range.addClass(i+("min"===t.range||"max"===t.range?" ui-slider-range-"+t.range:""))):(this.range&&this.range.remove(),this.range=null)},_setupEvents:function(){this._off(this.handles),this._on(this.handles,this._handleEvents),this._hoverable(this.handles),this._focusable(this.handles)},_destroy:function(){this.handles.remove(),this.range&&this.range.remove(),this.element.removeClass("ui-slider ui-slider-horizontal ui-slider-vertical ui-widget ui-widget-content ui-corner-all"),this._mouseDestroy()},_mouseCapture:function(t){var i,s,n,a,o,r,h,l,u=this,d=this.options;return d.disabled?!1:(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),i={x:t.pageX,y:t.pageY},s=this._normValueFromMouse(i),n=this._valueMax()-this._valueMin()+1,this.handles.each(function(t){var i=Math.abs(s-u.values(t));(n>i||n===i&&(t===u._lastChangedValue||u.values(t)===d.min))&&(n=i,a=e(this),o=t)}),r=this._start(t,o),r===!1?!1:(this._mouseSliding=!0,this._handleIndex=o,a.addClass("ui-state-active").focus(),h=a.offset(),l=!e(t.target).parents().addBack().is(".ui-slider-handle"),this._clickOffset=l?{left:0,top:0}:{left:t.pageX-h.left-a.width()/2,top:t.pageY-h.top-a.height()/2-(parseInt(a.css("borderTopWidth"),10)||0)-(parseInt(a.css("borderBottomWidth"),10)||0)+(parseInt(a.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(t,o,s),this._animateOff=!0,!0))},_mouseStart:function(){return!0},_mouseDrag:function(e){var t={x:e.pageX,y:e.pageY},i=this._normValueFromMouse(t);return this._slide(e,this._handleIndex,i),!1},_mouseStop:function(e){return this.handles.removeClass("ui-state-active"),this._mouseSliding=!1,this._stop(e,this._handleIndex),this._change(e,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1,!1},_detectOrientation:function(){this.orientation="vertical"===this.options.orientation?"vertical":"horizontal"},_normValueFromMouse:function(e){var t,i,s,n,a;return"horizontal"===this.orientation?(t=this.elementSize.width,i=e.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(t=this.elementSize.height,i=e.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),s=i/t,s>1&&(s=1),0>s&&(s=0),"vertical"===this.orientation&&(s=1-s),n=this._valueMax()-this._valueMin(),a=this._valueMin()+s*n,this._trimAlignValue(a)},_start:function(e,t){var i={handle:this.handles[t],value:this.value()};return this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("start",e,i)},_slide:function(e,t,i){var s,n,a;this.options.values&&this.options.values.length?(s=this.values(t?0:1),2===this.options.values.length&&this.options.range===!0&&(0===t&&i>s||1===t&&s>i)&&(i=s),i!==this.values(t)&&(n=this.values(),n[t]=i,a=this._trigger("slide",e,{handle:this.handles[t],value:i,values:n}),s=this.values(t?0:1),a!==!1&&this.values(t,i))):i!==this.value()&&(a=this._trigger("slide",e,{handle:this.handles[t],value:i}),a!==!1&&this.value(i))},_stop:function(e,t){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("stop",e,i)},_change:function(e,t){if(!this._keySliding&&!this._mouseSliding){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._lastChangedValue=t,this._trigger("change",e,i)}},value:function(e){return arguments.length?(this.options.value=this._trimAlignValue(e),this._refreshValue(),this._change(null,0),void 0):this._value()},values:function(t,i){var s,n,a;if(arguments.length>1)return this.options.values[t]=this._trimAlignValue(i),this._refreshValue(),this._change(null,t),void 0;if(!arguments.length)return this._values();if(!e.isArray(arguments[0]))return this.options.values&&this.options.values.length?this._values(t):this.value();for(s=this.options.values,n=arguments[0],a=0;s.length>a;a+=1)s[a]=this._trimAlignValue(n[a]),this._change(null,a);this._refreshValue()},_setOption:function(t,i){var s,n=0;switch("range"===t&&this.options.range===!0&&("min"===i?(this.options.value=this._values(0),this.options.values=null):"max"===i&&(this.options.value=this._values(this.options.values.length-1),this.options.values=null)),e.isArray(this.options.values)&&(n=this.options.values.length),"disabled"===t&&this.element.toggleClass("ui-state-disabled",!!i),this._super(t,i),t){case"orientation":this._detectOrientation(),this.element.removeClass("ui-slider-horizontal 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this._valueMax();var t=this.options.step>0?this.options.step:1,i=(e-this._valueMin())%t,s=e-i;return 2*Math.abs(i)>=t&&(s+=i>0?t:-t),parseFloat(s.toFixed(5))},_calculateNewMax:function(){var e=this.options.max,t=this._valueMin(),i=this.options.step,s=Math.floor(+(e-t).toFixed(this._precision())/i)*i;e=s+t,this.max=parseFloat(e.toFixed(this._precision()))},_precision:function(){var e=this._precisionOf(this.options.step);return null!==this.options.min&&(e=Math.max(e,this._precisionOf(this.options.min))),e},_precisionOf:function(e){var t=""+e,i=t.indexOf(".");return-1===i?0:t.length-i-1},_valueMin:function(){return this.options.min},_valueMax:function(){return this.max},_refreshValue:function(){var t,i,s,n,a,o=this.options.range,r=this.options,h=this,l=this._animateOff?!1:r.animate,u={};this.options.values&&this.options.values.length?this.handles.each(function(s){i=100*((h.values(s)-h._valueMin())/(h._valueMax()-h._valueMin())),u["horizontal"===h.orientation?"left":"bottom"]=i+"%",e(this).stop(1,1)[l?"animate":"css"](u,r.animate),h.options.range===!0&&("horizontal"===h.orientation?(0===s&&h.range.stop(1,1)[l?"animate":"css"]({left:i+"%"},r.animate),1===s&&h.range[l?"animate":"css"]({width:i-t+"%"},{queue:!1,duration:r.animate})):(0===s&&h.range.stop(1,1)[l?"animate":"css"]({bottom:i+"%"},r.animate),1===s&&h.range[l?"animate":"css"]({height:i-t+"%"},{queue:!1,duration:r.animate}))),t=i}):(s=this.value(),n=this._valueMin(),a=this._valueMax(),i=a!==n?100*((s-n)/(a-n)):0,u["horizontal"===this.orientation?"left":"bottom"]=i+"%",this.handle.stop(1,1)[l?"animate":"css"](u,r.animate),"min"===o&&"horizontal"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({width:i+"%"},r.animate),"max"===o&&"horizontal"===this.orientation&&this.range[l?"animate":"css"]({width:100-i+"%"},{queue:!1,duration:r.animate}),"min"===o&&"vertical"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({height:i+"%"},r.animate),"max"===o&&"vertical"===this.orientation&&this.range[l?"animate":"css"]({height:100-i+"%"},{queue:!1,duration:r.animate}))},_handleEvents:{keydown:function(t){var i,s,n,a,o=e(t.target).data("ui-slider-handle-index");switch(t.keyCode){case e.ui.keyCode.HOME:case e.ui.keyCode.END:case e.ui.keyCode.PAGE_UP:case e.ui.keyCode.PAGE_DOWN:case e.ui.keyCode.UP:case e.ui.keyCode.RIGHT:case e.ui.keyCode.DOWN:case e.ui.keyCode.LEFT:if(t.preventDefault(),!this._keySliding&&(this._keySliding=!0,e(t.target).addClass("ui-state-active"),i=this._start(t,o),i===!1))return}switch(a=this.options.step,s=n=this.options.values&&this.options.values.length?this.values(o):this.value(),t.keyCode){case e.ui.keyCode.HOME:n=this._valueMin();break;case e.ui.keyCode.END:n=this._valueMax();break;case e.ui.keyCode.PAGE_UP:n=this._trimAlignValue(s+(this._valueMax()-this._valueMin())/this.numPages);break;case e.ui.keyCode.PAGE_DOWN:n=this._trimAlignValue(s-(this._valueMax()-this._valueMin())/this.numPages);break;case e.ui.keyCode.UP:case e.ui.keyCode.RIGHT:if(s===this._valueMax())return;n=this._trimAlignValue(s+a);break;case e.ui.keyCode.DOWN:case e.ui.keyCode.LEFT:if(s===this._valueMin())return;n=this._trimAlignValue(s-a)}this._slide(t,o,n)},keyup:function(t){var i=e(t.target).data("ui-slider-handle-index");this._keySliding&&(this._keySliding=!1,this._stop(t,i),this._change(t,i),e(t.target).removeClass("ui-state-active"))}}}),e.widget("ui.spinner",{version:"1.11.4",defaultElement:"<input>",widgetEventPrefix:"spin",options:{culture:null,icons:{down:"ui-icon-triangle-1-s",up:"ui-icon-triangle-1-n"},incremental:!0,max:null,min:null,numberFormat:null,page:10,step:1,change:null,spin:null,start:null,stop:null},_create:function(){this._setOption("max",this.options.max),this._setOption("min",this.options.min),this._setOption("step",this.options.step),""!==this.value()&&this._value(this.element.val(),!0),this._draw(),this._on(this._events),this._refresh(),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_getCreateOptions:function(){var t={},i=this.element;return e.each(["min","max","step"],function(e,s){var n=i.attr(s);void 0!==n&&n.length&&(t[s]=n)}),t},_events:{keydown:function(e){this._start(e)&&this._keydown(e)&&e.preventDefault()},keyup:"_stop",focus:function(){this.previous=this.element.val()},blur:function(e){return this.cancelBlur?(delete this.cancelBlur,void 0):(this._stop(),this._refresh(),this.previous!==this.element.val()&&this._trigger("change",e),void 0)},mousewheel:function(e,t){if(t){if(!this.spinning&&!this._start(e))return!1;this._spin((t>0?1:-1)*this.options.step,e),clearTimeout(this.mousewheelTimer),this.mousewheelTimer=this._delay(function(){this.spinning&&this._stop(e)},100),e.preventDefault()}},"mousedown .ui-spinner-button":function(t){function i(){var e=this.element[0]===this.document[0].activeElement;e||(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s}))}var s;s=this.element[0]===this.document[0].activeElement?this.previous:this.element.val(),t.preventDefault(),i.call(this),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur,i.call(this)}),this._start(t)!==!1&&this._repeat(null,e(t.currentTarget).hasClass("ui-spinner-up")?1:-1,t)},"mouseup .ui-spinner-button":"_stop","mouseenter .ui-spinner-button":function(t){return e(t.currentTarget).hasClass("ui-state-active")?this._start(t)===!1?!1:(this._repeat(null,e(t.currentTarget).hasClass("ui-spinner-up")?1:-1,t),void 0):void 0},"mouseleave .ui-spinner-button":"_stop"},_draw:function(){var e=this.uiSpinner=this.element.addClass("ui-spinner-input").attr("autocomplete","off").wrap(this._uiSpinnerHtml()).parent().append(this._buttonHtml());this.element.attr("role","spinbutton"),this.buttons=e.find(".ui-spinner-button").attr("tabIndex",-1).button().removeClass("ui-corner-all"),this.buttons.height()>Math.ceil(.5*e.height())&&e.height()>0&&e.height(e.height()),this.options.disabled&&this.disable()},_keydown:function(t){var i=this.options,s=e.ui.keyCode;switch(t.keyCode){case s.UP:return this._repeat(null,1,t),!0;case s.DOWN:return this._repeat(null,-1,t),!0;case s.PAGE_UP:return this._repeat(null,i.page,t),!0;case s.PAGE_DOWN:return this._repeat(null,-i.page,t),!0}return!1},_uiSpinnerHtml:function(){return"<span class='ui-spinner ui-widget ui-widget-content ui-corner-all'></span>"},_buttonHtml:function(){return"<a class='ui-spinner-button ui-spinner-up ui-corner-tr'><span class='ui-icon "+this.options.icons.up+"'>&#9650;</span>"+"</a>"+"<a class='ui-spinner-button ui-spinner-down ui-corner-br'>"+"<span class='ui-icon "+this.options.icons.down+"'>&#9660;</span>"+"</a>"},_start:function(e){return this.spinning||this._trigger("start",e)!==!1?(this.counter||(this.counter=1),this.spinning=!0,!0):!1},_repeat:function(e,t,i){e=e||500,clearTimeout(this.timer),this.timer=this._delay(function(){this._repeat(40,t,i)},e),this._spin(t*this.options.step,i)},_spin:function(e,t){var i=this.value()||0;this.counter||(this.counter=1),i=this._adjustValue(i+e*this._increment(this.counter)),this.spinning&&this._trigger("spin",t,{value:i})===!1||(this._value(i),this.counter++)},_increment:function(t){var i=this.options.incremental;return i?e.isFunction(i)?i(t):Math.floor(t*t*t/5e4-t*t/500+17*t/200+1):1},_precision:function(){var e=this._precisionOf(this.options.step);return null!==this.options.min&&(e=Math.max(e,this._precisionOf(this.options.min))),e},_precisionOf:function(e){var t=""+e,i=t.indexOf(".");return-1===i?0:t.length-i-1},_adjustValue:function(e){var t,i,s=this.options;return t=null!==s.min?s.min:0,i=e-t,i=Math.round(i/s.step)*s.step,e=t+i,e=parseFloat(e.toFixed(this._precision())),null!==s.max&&e>s.max?s.max:null!==s.min&&s.min>e?s.min:e},_stop:function(e){this.spinning&&(clearTimeout(this.timer),clearTimeout(this.mousewheelTimer),this.counter=0,this.spinning=!1,this._trigger("stop",e))},_setOption:function(e,t){if("culture"===e||"numberFormat"===e){var i=this._parse(this.element.val());return this.options[e]=t,this.element.val(this._format(i)),void 0}("max"===e||"min"===e||"step"===e)&&"string"==typeof t&&(t=this._parse(t)),"icons"===e&&(this.buttons.first().find(".ui-icon").removeClass(this.options.icons.up).addClass(t.up),this.buttons.last().find(".ui-icon").removeClass(this.options.icons.down).addClass(t.down)),this._super(e,t),"disabled"===e&&(this.widget().toggleClass("ui-state-disabled",!!t),this.element.prop("disabled",!!t),this.buttons.button(t?"disable":"enable"))},_setOptions:s(function(e){this._super(e)}),_parse:function(e){return"string"==typeof e&&""!==e&&(e=window.Globalize&&this.options.numberFormat?Globalize.parseFloat(e,10,this.options.culture):+e),""===e||isNaN(e)?null:e
},_format:function(e){return""===e?"":window.Globalize&&this.options.numberFormat?Globalize.format(e,this.options.numberFormat,this.options.culture):e},_refresh:function(){this.element.attr({"aria-valuemin":this.options.min,"aria-valuemax":this.options.max,"aria-valuenow":this._parse(this.element.val())})},isValid:function(){var e=this.value();return null===e?!1:e===this._adjustValue(e)},_value:function(e,t){var i;""!==e&&(i=this._parse(e),null!==i&&(t||(i=this._adjustValue(i)),e=this._format(i))),this.element.val(e),this._refresh()},_destroy:function(){this.element.removeClass("ui-spinner-input").prop("disabled",!1).removeAttr("autocomplete").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.uiSpinner.replaceWith(this.element)},stepUp:s(function(e){this._stepUp(e)}),_stepUp:function(e){this._start()&&(this._spin((e||1)*this.options.step),this._stop())},stepDown:s(function(e){this._stepDown(e)}),_stepDown:function(e){this._start()&&(this._spin((e||1)*-this.options.step),this._stop())},pageUp:s(function(e){this._stepUp((e||1)*this.options.page)}),pageDown:s(function(e){this._stepDown((e||1)*this.options.page)}),value:function(e){return arguments.length?(s(this._value).call(this,e),void 0):this._parse(this.element.val())},widget:function(){return this.uiSpinner}}),e.widget("ui.tabs",{version:"1.11.4",delay:300,options:{active:null,collapsible:!1,event:"click",heightStyle:"content",hide:null,show:null,activate:null,beforeActivate:null,beforeLoad:null,load:null},_isLocal:function(){var e=/#.*$/;return function(t){var i,s;t=t.cloneNode(!1),i=t.href.replace(e,""),s=location.href.replace(e,"");try{i=decodeURIComponent(i)}catch(n){}try{s=decodeURIComponent(s)}catch(n){}return t.hash.length>1&&i===s}}(),_create:function(){var t=this,i=this.options;this.running=!1,this.element.addClass("ui-tabs ui-widget ui-widget-content ui-corner-all").toggleClass("ui-tabs-collapsible",i.collapsible),this._processTabs(),i.active=this._initialActive(),e.isArray(i.disabled)&&(i.disabled=e.unique(i.disabled.concat(e.map(this.tabs.filter(".ui-state-disabled"),function(e){return t.tabs.index(e)}))).sort()),this.active=this.options.active!==!1&&this.anchors.length?this._findActive(i.active):e(),this._refresh(),this.active.length&&this.load(i.active)},_initialActive:function(){var t=this.options.active,i=this.options.collapsible,s=location.hash.substring(1);return null===t&&(s&&this.tabs.each(function(i,n){return e(n).attr("aria-controls")===s?(t=i,!1):void 0}),null===t&&(t=this.tabs.index(this.tabs.filter(".ui-tabs-active"))),(null===t||-1===t)&&(t=this.tabs.length?0:!1)),t!==!1&&(t=this.tabs.index(this.tabs.eq(t)),-1===t&&(t=i?!1:0)),!i&&t===!1&&this.anchors.length&&(t=0),t},_getCreateEventData:function(){return{tab:this.active,panel:this.active.length?this._getPanelForTab(this.active):e()}},_tabKeydown:function(t){var i=e(this.document[0].activeElement).closest("li"),s=this.tabs.index(i),n=!0;if(!this._handlePageNav(t)){switch(t.keyCode){case e.ui.keyCode.RIGHT:case e.ui.keyCode.DOWN:s++;break;case e.ui.keyCode.UP:case e.ui.keyCode.LEFT:n=!1,s--;break;case e.ui.keyCode.END:s=this.anchors.length-1;break;case e.ui.keyCode.HOME:s=0;break;case e.ui.keyCode.SPACE:return t.preventDefault(),clearTimeout(this.activating),this._activate(s),void 0;case e.ui.keyCode.ENTER:return t.preventDefault(),clearTimeout(this.activating),this._activate(s===this.options.active?!1:s),void 0;default:return}t.preventDefault(),clearTimeout(this.activating),s=this._focusNextTab(s,n),t.ctrlKey||t.metaKey||(i.attr("aria-selected","false"),this.tabs.eq(s).attr("aria-selected","true"),this.activating=this._delay(function(){this.option("active",s)},this.delay))}},_panelKeydown:function(t){this._handlePageNav(t)||t.ctrlKey&&t.keyCode===e.ui.keyCode.UP&&(t.preventDefault(),this.active.focus())},_handlePageNav:function(t){return t.altKey&&t.keyCode===e.ui.keyCode.PAGE_UP?(this._activate(this._focusNextTab(this.options.active-1,!1)),!0):t.altKey&&t.keyCode===e.ui.keyCode.PAGE_DOWN?(this._activate(this._focusNextTab(this.options.active+1,!0)),!0):void 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<link href="data:text/css,%0A%0A%2Etocify%20%7B%0Awidth%3A%2020%25%3B%0Amax%2Dheight%3A%2090%25%3B%0Aoverflow%3A%20auto%3B%0Amargin%2Dleft%3A%202%25%3B%0Aposition%3A%20fixed%3B%0Aborder%3A%201px%20solid%20%23ccc%3B%0Aborder%2Dradius%3A%206px%3B%0A%7D%0A%0A%2Etocify%20ul%2C%20%2Etocify%20li%20%7B%0Alist%2Dstyle%3A%20none%3B%0Amargin%3A%200%3B%0Apadding%3A%200%3B%0Aborder%3A%20none%3B%0Aline%2Dheight%3A%2030px%3B%0A%7D%0A%0A%2Etocify%2Dheader%20%7B%0Atext%2Dindent%3A%2010px%3B%0A%7D%0A%0A%2Etocify%2Dsubheader%20%7B%0Atext%2Dindent%3A%2020px%3B%0Adisplay%3A%20none%3B%0A%7D%0A%0A%2Etocify%2Dsubheader%20li%20%7B%0Afont%2Dsize%3A%2012px%3B%0A%7D%0A%0A%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%7B%0Atext%2Dindent%3A%2030px%3B%0A%7D%0A%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%7B%0Atext%2Dindent%3A%2040px%3B%0A%7D%0A%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%7B%0Atext%2Dindent%3A%2050px%3B%0A%7D%0A%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%2Etocify%2Dsubheader%20%7B%0Atext%2Dindent%3A%2060px%3B%0A%7D%0A%0A%2Etocify%20%2Etocify%2Ditem%20%3E%20a%2C%20%2Etocify%20%2Enav%2Dlist%20%2Enav%2Dheader%20%7B%0Amargin%3A%200px%3B%0A%7D%0A%0A%2Etocify%20%2Etocify%2Ditem%20a%2C%20%2Etocify%20%2Elist%2Dgroup%2Ditem%20%7B%0Apadding%3A%205px%3B%0A%7D%0A%2Etocify%20%2Enav%2Dpills%20%3E%20li%20%7B%0Afloat%3A%20none%3B%0A%7D%0A%0A%0A" rel="stylesheet" />
<script src="data:application/javascript;base64,/* jquery Tocify - v1.9.1 - 2013-10-22
 * http://www.gregfranko.com/jquery.tocify.js/
 * Copyright (c) 2013 Greg Franko; Licensed MIT */

// Immediately-Invoked Function Expression (IIFE) [Ben Alman Blog Post](http://benalman.com/news/2010/11/immediately-invoked-function-expression/) that calls another IIFE that contains all of the plugin logic.  I used this pattern so that anyone viewing this code would not have to scroll to the bottom of the page to view the local parameters that were passed to the main IIFE.
(function(tocify) {

    // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
    "use strict";

    // Calls the second IIFE and locally passes in the global jQuery, window, and document objects
    tocify(window.jQuery, window, document);

  }

  // Locally passes in `jQuery`, the `window` object, the `document` object, and an `undefined` variable.  The `jQuery`, `window` and `document` objects are passed in locally, to improve performance, since javascript first searches for a variable match within the local variables set before searching the global variables set.  All of the global variables are also passed in locally to be minifier friendly. `undefined` can be passed in locally, because it is not a reserved word in JavaScript.
  (function($, window, document, undefined) {

    // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
    "use strict";

    var tocClassName = "tocify",
      tocClass = "." + tocClassName,
      tocFocusClassName = "tocify-focus",
      tocHoverClassName = "tocify-hover",
      hideTocClassName = "tocify-hide",
      hideTocClass = "." + hideTocClassName,
      headerClassName = "tocify-header",
      headerClass = "." + headerClassName,
      subheaderClassName = "tocify-subheader",
      subheaderClass = "." + subheaderClassName,
      itemClassName = "tocify-item",
      itemClass = "." + itemClassName,
      extendPageClassName = "tocify-extend-page",
      extendPageClass = "." + extendPageClassName;

    // Calling the jQueryUI Widget Factory Method
    $.widget("toc.tocify", {

      //Plugin version
      version: "1.9.1",

      // These options will be used as defaults
      options: {

        // **context**: Accepts String: Any jQuery selector
        // The container element that holds all of the elements used to generate the table of contents
        context: "body",

        // **ignoreSelector**: Accepts String: Any jQuery selector
        // A selector to any element that would be matched by selectors that you wish to be ignored
        ignoreSelector: null,

        // **selectors**: Accepts an Array of Strings: Any jQuery selectors
        // The element's used to generate the table of contents.  The order is very important since it will determine the table of content's nesting structure
        selectors: "h1, h2, h3",

        // **showAndHide**: Accepts a boolean: true or false
        // Used to determine if elements should be shown and hidden
        showAndHide: true,

        // **showEffect**: Accepts String: "none", "fadeIn", "show", or "slideDown"
        // Used to display any of the table of contents nested items
        showEffect: "slideDown",

        // **showEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the show animation
        showEffectSpeed: "medium",

        // **hideEffect**: Accepts String: "none", "fadeOut", "hide", or "slideUp"
        // Used to hide any of the table of contents nested items
        hideEffect: "slideUp",

        // **hideEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the hide animation
        hideEffectSpeed: "medium",

        // **smoothScroll**: Accepts a boolean: true or false
        // Determines if a jQuery animation should be used to scroll to specific table of contents items on the page
        smoothScroll: true,

        // **smoothScrollSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the smoothScroll animation
        smoothScrollSpeed: "medium",

        // **scrollTo**: Accepts Number (pixels)
        // The amount of space between the top of page and the selected table of contents item after the page has been scrolled
        scrollTo: 0,

        // **showAndHideOnScroll**: Accepts a boolean: true or false
        // Determines if table of contents nested items should be shown and hidden while scrolling
        showAndHideOnScroll: true,

        // **highlightOnScroll**: Accepts a boolean: true or false
        // Determines if table of contents nested items should be highlighted (set to a different color) while scrolling
        highlightOnScroll: true,

        // **highlightOffset**: Accepts a number
        // The offset distance in pixels to trigger the next active table of contents item
        highlightOffset: 40,

        // **theme**: Accepts a string: "bootstrap", "jqueryui", or "none"
        // Determines if Twitter Bootstrap, jQueryUI, or Tocify classes should be added to the table of contents
        theme: "bootstrap",

        // **extendPage**: Accepts a boolean: true or false
        // If a user scrolls to the bottom of the page and the page is not tall enough to scroll to the last table of contents item, then the page height is increased
        extendPage: true,

        // **extendPageOffset**: Accepts a number: pixels
        // How close to the bottom of the page a user must scroll before the page is extended
        extendPageOffset: 100,

        // **history**: Accepts a boolean: true or false
        // Adds a hash to the page url to maintain history
        history: true,

        // **scrollHistory**: Accepts a boolean: true or false
        // Adds a hash to the page url, to maintain history, when scrolling to a TOC item
        scrollHistory: false,

        // **hashGenerator**: How the hash value (the anchor segment of the URL, following the
        // # character) will be generated.
        //
        // "compact" (default) - #CompressesEverythingTogether
        // "pretty" - #looks-like-a-nice-url-and-is-easily-readable
        // function(text, element){} - Your own hash generation function that accepts the text as an
        // argument, and returns the hash value.
        hashGenerator: "compact",

        // **highlightDefault**: Accepts a boolean: true or false
        // Set's the first TOC item as active if no other TOC item is active.
        highlightDefault: true

      },

      // _Create
      // -------
      //      Constructs the plugin.  Only called once.
      _create: function() {

        var self = this;

        self.extendPageScroll = true;

        // Internal array that keeps track of all TOC items (Helps to recognize if there are duplicate TOC item strings)
        self.items = [];

        // Generates the HTML for the dynamic table of contents
        self._generateToc();

        // Adds CSS classes to the newly generated table of contents HTML
        self._addCSSClasses();

        self.webkit = (function() {

          for (var prop in window) {

            if (prop) {

              if (prop.toLowerCase().indexOf("webkit") !== -1) {

                return true;

              }

            }

          }

          return false;

        }());

        // Adds jQuery event handlers to the newly generated table of contents
        self._setEventHandlers();

        // Binding to the Window load event to make sure the correct scrollTop is calculated
        $(window).on("load", function() {

          // Sets the active TOC item
          self._setActiveElement(true);

          // Once all animations on the page are complete, this callback function will be called
          $("html, body").promise().done(function() {

            setTimeout(function() {

              self.extendPageScroll = false;

            }, 0);

          });

        });

      },

      // _generateToc
      // ------------
      //      Generates the HTML for the dynamic table of contents
      _generateToc: function() {

        // _Local variables_

        // Stores the plugin context in the self variable
        var self = this,

          // All of the HTML tags found within the context provided (i.e. body) that match the top level jQuery selector above
          firstElem,

          // Instantiated variable that will store the top level newly created unordered list DOM element
          ul,
          ignoreSelector = self.options.ignoreSelector;


        // Determine the element to start the toc with
        // get all the top level selectors
        firstElem = [];
        var selectors = this.options.selectors.replace(/ /g, "").split(",");
        // find the first set that have at least one non-ignored element
        for(var i = 0; i < selectors.length; i++) {
          var foundSelectors = $(this.options.context).find(selectors[i]);
          for (var s = 0; s < foundSelectors.length; s++) {
            if (!$(foundSelectors[s]).is(ignoreSelector)) {
              firstElem = foundSelectors;
              break;
            }
          }
          if (firstElem.length> 0)
            break;
        }

        if (!firstElem.length) {

          self.element.addClass(hideTocClassName);

          return;

        }

        self.element.addClass(tocClassName);

        // Loops through each top level selector
        firstElem.each(function(index) {

          //If the element matches the ignoreSelector then we skip it
          if ($(this).is(ignoreSelector)) {
            return;
          }

          // Creates an unordered list HTML element and adds a dynamic ID and standard class name
          ul = $("<ul/>", {
            "id": headerClassName + index,
            "class": headerClassName
          }).

          // Appends a top level list item HTML element to the previously created HTML header
          append(self._nestElements($(this), index));

          // Add the created unordered list element to the HTML element calling the plugin
          self.element.append(ul);

          // Finds all of the HTML tags between the header and subheader elements
          $(this).nextUntil(this.nodeName.toLowerCase()).each(function() {

            // If there are no nested subheader elemements
            if ($(this).find(self.options.selectors).length === 0) {

              // Loops through all of the subheader elements
              $(this).filter(self.options.selectors).each(function() {

                //If the element matches the ignoreSelector then we skip it
                if ($(this).is(ignoreSelector)) {
                  return;
                }

                self._appendSubheaders.call(this, self, ul);

              });

            }

            // If there are nested subheader elements
            else {

              // Loops through all of the subheader elements
              $(this).find(self.options.selectors).each(function() {

                //If the element matches the ignoreSelector then we skip it
                if ($(this).is(ignoreSelector)) {
                  return;
                }

                self._appendSubheaders.call(this, self, ul);

              });

            }

          });

        });

      },

      _setActiveElement: function(pageload) {

        var self = this,

          hash = window.location.hash.substring(1),

          elem = self.element.find('li[data-unique="' + hash + '"]');

        if (hash.length) {

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          // Highlights the current list item that was clicked
          elem.addClass(self.focusClass);

          // Triggers the click event on the currently focused TOC item
          elem.click();

        } else {

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          if (!hash.length && pageload && self.options.highlightDefault) {

            // Highlights the first TOC item if no other items are highlighted
            self.element.find(itemClass).first().addClass(self.focusClass);

          }

        }

        return self;

      },

      // _nestElements
      // -------------
      //      Helps create the table of contents list by appending nested list items
      _nestElements: function(self, index) {

        var arr, item, hashValue;

        arr = $.grep(this.items, function(item) {

          return item === self.text();

        });

        // If there is already a duplicate TOC item
        if (arr.length) {

          // Adds the current TOC item text and index (for slight randomization) to the internal array
          this.items.push(self.text() + index);

        }

        // If there not a duplicate TOC item
        else {

          // Adds the current TOC item text to the internal array
          this.items.push(self.text());

        }

        hashValue = this._generateHashValue(arr, self, index);

        // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
        item = $("<li/>", {

          // Sets a common class name to the list item
          "class": itemClassName,

          "data-unique": hashValue

        });

        if (this.options.theme !== "bootstrap3") {

          item.append($("<a/>", {

            "html": self.html()

          }));

        } else {

          item.html(self.html());

        }

        // Adds an HTML anchor tag before the currently traversed HTML element
        self.before($("<div/>", {

          // Sets a name attribute on the anchor tag to the text of the currently traversed HTML element (also making sure that all whitespace is replaced with an underscore)
          "name": hashValue,

          "data-unique": hashValue

        }));

        return item;

      },

      // _generateHashValue
      // ------------------
      //      Generates the hash value that will be used to refer to each item.
      _generateHashValue: function(arr, self, index) {

        var hashValue = "",
          hashGeneratorOption = this.options.hashGenerator;

        if (hashGeneratorOption === "pretty") {

          // prettify the text
          hashValue = self.text().toLowerCase().replace(/\s/g, "-");

          // fix double hyphens
          while (hashValue.indexOf("--") > -1) {
            hashValue = hashValue.replace(/--/g, "-");
          }

          // fix colon-space instances
          while (hashValue.indexOf(":-") > -1) {
            hashValue = hashValue.replace(/:-/g, "-");
          }

        } else if (typeof hashGeneratorOption === "function") {

          // call the function
          hashValue = hashGeneratorOption(self.text(), self);

        } else {

          // compact - the default
          hashValue = self.text().replace(/\s/g, "");

        }

        // add the index if we need to
        if (arr.length) {
          hashValue += "" + index;
        }

        // return the value
        return hashValue;

      },

      // _appendElements
      // ---------------
      //      Helps create the table of contents list by appending subheader elements

      _appendSubheaders: function(self, ul) {

        // The current element index
        var index = $(this).index(self.options.selectors),

          // Finds the previous header DOM element
          previousHeader = $(self.options.selectors).eq(index - 1),

          currentTagName = +$(this).prop("tagName").charAt(1),

          previousTagName = +previousHeader.prop("tagName").charAt(1),

          lastSubheader;

        // If the current header DOM element is smaller than the previous header DOM element or the first subheader
        if (currentTagName < previousTagName) {

          // Selects the last unordered list HTML found within the HTML element calling the plugin
          self.element.find(subheaderClass + "[data-tag=" + currentTagName + "]").last().append(self._nestElements($(this), index));

        }

        // If the current header DOM element is the same type of header(eg. h4) as the previous header DOM element
        else if (currentTagName === previousTagName) {

          ul.find(itemClass).last().after(self._nestElements($(this), index));

        } else {

          // Selects the last unordered list HTML found within the HTML element calling the plugin
          ul.find(itemClass).last().

          // Appends an unorderedList HTML element to the dynamic `unorderedList` variable and sets a common class name
          after($("<ul/>", {

            "class": subheaderClassName,

            "data-tag": currentTagName

          })).next(subheaderClass).

          // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
          append(self._nestElements($(this), index));
        }

      },

      // _setEventHandlers
      // ----------------
      //      Adds jQuery event handlers to the newly generated table of contents
      _setEventHandlers: function() {

        // _Local variables_

        // Stores the plugin context in the self variable
        var self = this,

          // Instantiates a new variable that will be used to hold a specific element's context
          $self,

          // Instantiates a new variable that will be used to determine the smoothScroll animation time duration
          duration;

        // Event delegation that looks for any clicks on list item elements inside of the HTML element calling the plugin
        this.element.on("click.tocify", "li", function(event) {

          if (self.options.history) {

            window.location.hash = $(this).attr("data-unique");

          }

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          // Highlights the current list item that was clicked
          $(this).addClass(self.focusClass);

          // If the showAndHide option is true
          if (self.options.showAndHide) {

            var elem = $('li[data-unique="' + $(this).attr("data-unique") + '"]');

            self._triggerShow(elem);

          }

          self._scrollTo($(this));

        });

        // Mouseenter and Mouseleave event handlers for the list item's within the HTML element calling the plugin
        this.element.find("li").on({

          // Mouseenter event handler
          "mouseenter.tocify": function() {

            // Adds a hover CSS class to the current list item
            $(this).addClass(self.hoverClass);

            // Makes sure the cursor is set to the pointer icon
            $(this).css("cursor", "pointer");

          },

          // Mouseleave event handler
          "mouseleave.tocify": function() {

            if (self.options.theme !== "bootstrap") {

              // Removes the hover CSS class from the current list item
              $(this).removeClass(self.hoverClass);

            }

          }
        });

        // only attach handler if needed (expensive in IE)
        if (self.options.extendPage || self.options.highlightOnScroll || self.options.scrollHistory || self.options.showAndHideOnScroll) {
          // Window scroll event handler
          $(window).on("scroll.tocify", function() {

            // Once all animations on the page are complete, this callback function will be called
            $("html, body").promise().done(function() {

              // Local variables

              // Stores how far the user has scrolled
              var winScrollTop = $(window).scrollTop(),

                // Stores the height of the window
                winHeight = $(window).height(),

                // Stores the height of the document
                docHeight = $(document).height(),

                scrollHeight = $("body")[0].scrollHeight,

                // Instantiates a variable that will be used to hold a selected HTML element
                elem,

                lastElem,

                lastElemOffset,

                currentElem;

              if (self.options.extendPage) {

                // If the user has scrolled to the bottom of the page and the last toc item is not focused
                if ((self.webkit && winScrollTop >= scrollHeight - winHeight - self.options.extendPageOffset) || (!self.webkit && winHeight + winScrollTop > docHeight - self.options.extendPageOffset)) {

                  if (!$(extendPageClass).length) {

                    lastElem = $('div[data-unique="' + $(itemClass).last().attr("data-unique") + '"]');

                    if (!lastElem.length) return;

                    // Gets the top offset of the page header that is linked to the last toc item
                    lastElemOffset = lastElem.offset().top;

                    // Appends a div to the bottom of the page and sets the height to the difference of the window scrollTop and the last element's position top offset
                    $(self.options.context).append($("<div/>", {

                      "class": extendPageClassName,

                      "height": Math.abs(lastElemOffset - winScrollTop) + "px",

                      "data-unique": extendPageClassName

                    }));

                    if (self.extendPageScroll) {

                      currentElem = self.element.find('li.' + self.focusClass);

                      self._scrollTo($('div[data-unique="' + currentElem.attr("data-unique") + '"]'));

                    }

                  }

                }

              }

              // The zero timeout ensures the following code is run after the scroll events
              setTimeout(function() {

                // _Local variables_

                // Stores the distance to the closest anchor
                var closestAnchorDistance = null,

                  // Stores the index of the closest anchor
                  closestAnchorIdx = null,

                  // Keeps a reference to all anchors
                  anchors = $(self.options.context).find("div[data-unique]"),

                  anchorText;

                // Determines the index of the closest anchor
                anchors.each(function(idx) {
                  var distance = Math.abs(($(this).next().length ? $(this).next() : $(this)).offset().top - winScrollTop - self.options.highlightOffset);
                  if (closestAnchorDistance == null || distance < closestAnchorDistance) {
                    closestAnchorDistance = distance;
                    closestAnchorIdx = idx;
                  } else {
                    return false;
                  }
                });

                anchorText = $(anchors[closestAnchorIdx]).attr("data-unique");

                // Stores the list item HTML element that corresponds to the currently traversed anchor tag
                elem = $('li[data-unique="' + anchorText + '"]');

                // If the `highlightOnScroll` option is true and a next element is found
                if (self.options.highlightOnScroll && elem.length) {

                  // Removes highlighting from all of the list item's
                  self.element.find("." + self.focusClass).removeClass(self.focusClass);

                  // Highlights the corresponding list item
                  elem.addClass(self.focusClass);

                }

                if (self.options.scrollHistory) {

                  if (window.location.hash !== "#" + anchorText) {

                    window.location.replace("#" + anchorText);

                  }
                }

                // If the `showAndHideOnScroll` option is true
                if (self.options.showAndHideOnScroll && self.options.showAndHide) {

                  self._triggerShow(elem, true);

                }

              }, 0);

            });

          });
        }

      },

      // Show
      // ----
      //      Opens the current sub-header
      show: function(elem, scroll) {

        // Stores the plugin context in the `self` variable
        var self = this,
          element = elem;

        // If the sub-header is not already visible
        if (!elem.is(":visible")) {

          // If the current element does not have any nested subheaders, is not a header, and its parent is not visible
          if (!elem.find(subheaderClass).length && !elem.parent().is(headerClass) && !elem.parent().is(":visible")) {

            // Sets the current element to all of the subheaders within the current header
            elem = elem.parents(subheaderClass).add(elem);

          }

          // If the current element does not have any nested subheaders and is not a header
          else if (!elem.children(subheaderClass).length && !elem.parent().is(headerClass)) {

            // Sets the current element to the closest subheader
            elem = elem.closest(subheaderClass);

          }

          //Determines what jQuery effect to use
          switch (self.options.showEffect) {

            //Uses `no effect`
            case "none":

              elem.show();

              break;

              //Uses the jQuery `show` special effect
            case "show":

              elem.show(self.options.showEffectSpeed);

              break;

              //Uses the jQuery `slideDown` special effect
            case "slideDown":

              elem.slideDown(self.options.showEffectSpeed);

              break;

              //Uses the jQuery `fadeIn` special effect
            case "fadeIn":

              elem.fadeIn(self.options.showEffectSpeed);

              break;

              //If none of the above options were passed, then a `jQueryUI show effect` is expected
            default:

              elem.show();

              break;

          }

        }

        // If the current subheader parent element is a header
        if (elem.parent().is(headerClass)) {

          // Hides all non-active sub-headers
          self.hide($(subheaderClass).not(elem));

        }

        // If the current subheader parent element is not a header
        else {

          // Hides all non-active sub-headers
          self.hide($(subheaderClass).not(elem.closest(headerClass).find(subheaderClass).not(elem.siblings())));

        }

        // Maintains chainablity
        return self;

      },

      // Hide
      // ----
      //      Closes the current sub-header
      hide: function(elem) {

        // Stores the plugin context in the `self` variable
        var self = this;

        //Determines what jQuery effect to use
        switch (self.options.hideEffect) {

          // Uses `no effect`
          case "none":

            elem.hide();

            break;

            // Uses the jQuery `hide` special effect
          case "hide":

            elem.hide(self.options.hideEffectSpeed);

            break;

            // Uses the jQuery `slideUp` special effect
          case "slideUp":

            elem.slideUp(self.options.hideEffectSpeed);

            break;

            // Uses the jQuery `fadeOut` special effect
          case "fadeOut":

            elem.fadeOut(self.options.hideEffectSpeed);

            break;

            // If none of the above options were passed, then a `jqueryUI hide effect` is expected
          default:

            elem.hide();

            break;

        }

        // Maintains chainablity
        return self;
      },

      // _triggerShow
      // ------------
      //      Determines what elements get shown on scroll and click
      _triggerShow: function(elem, scroll) {

        var self = this;

        // If the current element's parent is a header element or the next element is a nested subheader element
        if (elem.parent().is(headerClass) || elem.next().is(subheaderClass)) {

          // Shows the next sub-header element
          self.show(elem.next(subheaderClass), scroll);

        }

        // If the current element's parent is a subheader element
        else if (elem.parent().is(subheaderClass)) {

          // Shows the parent sub-header element
          self.show(elem.parent(), scroll);

        }

        // Maintains chainability
        return self;

      },

      // _addCSSClasses
      // --------------
      //      Adds CSS classes to the newly generated table of contents HTML
      _addCSSClasses: function() {

        // If the user wants a jqueryUI theme
        if (this.options.theme === "jqueryui") {

          this.focusClass = "ui-state-default";

          this.hoverClass = "ui-state-hover";

          //Adds the default styling to the dropdown list
          this.element.addClass("ui-widget").find(".toc-title").addClass("ui-widget-header").end().find("li").addClass("ui-widget-content");

        }

        // If the user wants a twitterBootstrap theme
        else if (this.options.theme === "bootstrap") {

          this.element.find(headerClass + "," + subheaderClass).addClass("nav nav-list");

          this.focusClass = "active";

        }

        // If the user wants a twitterBootstrap theme
        else if (this.options.theme === "bootstrap3") {

          this.element.find(headerClass + "," + subheaderClass).addClass("list-group");

          this.element.find(itemClass).addClass("list-group-item");

          this.focusClass = "active";

        }

        // If a user does not want a prebuilt theme
        else {

          // Adds more neutral classes (instead of jqueryui)

          this.focusClass = tocFocusClassName;

          this.hoverClass = tocHoverClassName;

        }

        //Maintains chainability
        return this;

      },

      // setOption
      // ---------
      //      Sets a single Tocify option after the plugin is invoked
      setOption: function() {

        // Calls the jQueryUI Widget Factory setOption method
        $.Widget.prototype._setOption.apply(this, arguments);

      },

      // setOptions
      // ----------
      //      Sets a single or multiple Tocify options after the plugin is invoked
      setOptions: function() {

        // Calls the jQueryUI Widget Factory setOptions method
        $.Widget.prototype._setOptions.apply(this, arguments);

      },

      // _scrollTo
      // ---------
      //      Scrolls to a specific element
      _scrollTo: function(elem) {

        var self = this,
          duration = self.options.smoothScroll || 0,
          scrollTo = self.options.scrollTo,
          currentDiv = $('div[data-unique="' + elem.attr("data-unique") + '"]');

        if (!currentDiv.length) {

          return self;

        }

        // Once all animations on the page are complete, this callback function will be called
        $("html, body").promise().done(function() {

          // Animates the html and body element scrolltops
          $("html, body").animate({

            // Sets the jQuery `scrollTop` to the top offset of the HTML div tag that matches the current list item's `data-unique` tag
            "scrollTop": currentDiv.offset().top - ($.isFunction(scrollTo) ? scrollTo.call() : scrollTo) + "px"

          }, {

            // Sets the smoothScroll animation time duration to the smoothScrollSpeed option
            "duration": duration

          });

        });

        // Maintains chainability
        return self;

      }

    });

  })); //end of plugin
"></script>
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  //   of JS that's an expr that yields a function, and "data" should be
  //   an object that will be added as an additional argument when that
  //   function is called.
  // @param target The object that will be "this" for each function
  //   execution.
  // @param args Array of arguments to be passed to the functions. (The
  //   same arguments will be passed to all functions.)
  function evalAndRun(tasks, target, args) {
    if (tasks) {
      forEach(tasks, function(task) {
        var theseArgs = args;
        if (typeof(task) === "object") {
          theseArgs = theseArgs.concat([task.data]);
          task = task.code;
        }
        var taskFunc = tryEval(task);
        if (typeof(taskFunc) !== "function") {
          throw new Error("Task must be a function! Source:\n" + task);
        }
        taskFunc.apply(target, theseArgs);
      });
    }
  }

  // Attempt eval() both with and without enclosing in parentheses.
  // Note that enclosing coerces a function declaration into
  // an expression that eval() can parse
  // (otherwise, a SyntaxError is thrown)
  function tryEval(code) {
    var result = null;
    try {
      result = eval(code);
    } catch(error) {
      if (!error instanceof SyntaxError) {
        throw error;
      }
      try {
        result = eval("(" + code + ")");
      } catch(e) {
        if (e instanceof SyntaxError) {
          throw error;
        } else {
          throw e;
        }
      }
    }
    return result;
  }

  function initSizing(el) {
    var sizing = sizingPolicy(el);
    if (!sizing)
      return;

    var cel = document.getElementById("htmlwidget_container");
    if (!cel)
      return;

    if (typeof(sizing.padding) !== "undefined") {
      document.body.style.margin = "0";
      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
    }

    if (sizing.fill) {
      document.body.style.overflow = "hidden";
      document.body.style.width = "100%";
      document.body.style.height = "100%";
      document.documentElement.style.width = "100%";
      document.documentElement.style.height = "100%";
      if (cel) {
        cel.style.position = "absolute";
        var pad = unpackPadding(sizing.padding);
        cel.style.top = pad.top + "px";
        cel.style.right = pad.right + "px";
        cel.style.bottom = pad.bottom + "px";
        cel.style.left = pad.left + "px";
        el.style.width = "100%";
        el.style.height = "100%";
      }

      return {
        getWidth: function() { return cel.offsetWidth; },
        getHeight: function() { return cel.offsetHeight; }
      };

    } else {
      el.style.width = px(sizing.width);
      el.style.height = px(sizing.height);

      return {
        getWidth: function() { return el.offsetWidth; },
        getHeight: function() { return el.offsetHeight; }
      };
    }
  }

  // Default implementations for methods
  var defaults = {
    find: function(scope) {
      return querySelectorAll(scope, "." + this.name);
    },
    renderError: function(el, err) {
      var $el = $(el);

      this.clearError(el);

      // Add all these error classes, as Shiny does
      var errClass = "shiny-output-error";
      if (err.type !== null) {
        // use the classes of the error condition as CSS class names
        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
          return errClass + "-" + type;
        }).join(" ");
      }
      errClass = errClass + " htmlwidgets-error";

      // Is el inline or block? If inline or inline-block, just display:none it
      // and add an inline error.
      var display = $el.css("display");
      $el.data("restore-display-mode", display);

      if (display === "inline" || display === "inline-block") {
        $el.hide();
        if (err.message !== "") {
          var errorSpan = $("<span>").addClass(errClass);
          errorSpan.text(err.message);
          $el.after(errorSpan);
        }
      } else if (display === "block") {
        // If block, add an error just after the el, set visibility:none on the
        // el, and position the error to be on top of the el.
        // Mark it with a unique ID and CSS class so we can remove it later.
        $el.css("visibility", "hidden");
        if (err.message !== "") {
          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
            .css("top", el.offsetTop)
            .css("left", el.offsetLeft)
            // setting width can push out the page size, forcing otherwise
            // unnecessary scrollbars to appear and making it impossible for
            // the element to shrink; so use max-width instead
            .css("maxWidth", el.offsetWidth)
            .css("height", el.offsetHeight);
          errorDiv.text(err.message);
          $el.after(errorDiv);

          // Really dumb way to keep the size/position of the error in sync with
          // the parent element as the window is resized or whatever.
          var intId = setInterval(function() {
            if (!errorDiv[0].parentElement) {
              clearInterval(intId);
              return;
            }
            errorDiv
              .css("top", el.offsetTop)
              .css("left", el.offsetLeft)
              .css("maxWidth", el.offsetWidth)
              .css("height", el.offsetHeight);
          }, 500);
        }
      }
    },
    clearError: function(el) {
      var $el = $(el);
      var display = $el.data("restore-display-mode");
      $el.data("restore-display-mode", null);

      if (display === "inline" || display === "inline-block") {
        if (display)
          $el.css("display", display);
        $(el.nextSibling).filter(".htmlwidgets-error").remove();
      } else if (display === "block"){
        $el.css("visibility", "inherit");
        $(el.nextSibling).filter(".htmlwidgets-error").remove();
      }
    },
    sizing: {}
  };

  // Called by widget bindings to register a new type of widget. The definition
  // object can contain the following properties:
  // - name (required) - A string indicating the binding name, which will be
  //   used by default as the CSS classname to look for.
  // - initialize (optional) - A function(el) that will be called once per
  //   widget element; if a value is returned, it will be passed as the third
  //   value to renderValue.
  // - renderValue (required) - A function(el, data, initValue) that will be
  //   called with data. Static contexts will cause this to be called once per
  //   element; Shiny apps will cause this to be called multiple times per
  //   element, as the data changes.
  window.HTMLWidgets.widget = function(definition) {
    if (!definition.name) {
      throw new Error("Widget must have a name");
    }
    if (!definition.type) {
      throw new Error("Widget must have a type");
    }
    // Currently we only support output widgets
    if (definition.type !== "output") {
      throw new Error("Unrecognized widget type '" + definition.type + "'");
    }
    // TODO: Verify that .name is a valid CSS classname

    // Support new-style instance-bound definitions. Old-style class-bound
    // definitions have one widget "object" per widget per type/class of
    // widget; the renderValue and resize methods on such widget objects
    // take el and instance arguments, because the widget object can't
    // store them. New-style instance-bound definitions have one widget
    // object per widget instance; the definition that's passed in doesn't
    // provide renderValue or resize methods at all, just the single method
    //   factory(el, width, height)
    // which returns an object that has renderValue(x) and resize(w, h).
    // This enables a far more natural programming style for the widget
    // author, who can store per-instance state using either OO-style
    // instance fields or functional-style closure variables (I guess this
    // is in contrast to what can only be called C-style pseudo-OO which is
    // what we required before).
    if (definition.factory) {
      definition = createLegacyDefinitionAdapter(definition);
    }

    if (!definition.renderValue) {
      throw new Error("Widget must have a renderValue function");
    }

    // For static rendering (non-Shiny), use a simple widget registration
    // scheme. We also use this scheme for Shiny apps/documents that also
    // contain static widgets.
    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
    // Merge defaults into the definition; don't mutate the original definition.
    var staticBinding = extend({}, defaults, definition);
    overrideMethod(staticBinding, "find", function(superfunc) {
      return function(scope) {
        var results = superfunc(scope);
        // Filter out Shiny outputs, we only want the static kind
        return filterByClass(results, "html-widget-output", false);
      };
    });
    window.HTMLWidgets.widgets.push(staticBinding);

    if (shinyMode) {
      // Shiny is running. Register the definition with an output binding.
      // The definition itself will not be the output binding, instead
      // we will make an output binding object that delegates to the
      // definition. This is because we foolishly used the same method
      // name (renderValue) for htmlwidgets definition and Shiny bindings
      // but they actually have quite different semantics (the Shiny
      // bindings receive data that includes lots of metadata that it
      // strips off before calling htmlwidgets renderValue). We can't
      // just ignore the difference because in some widgets it's helpful
      // to call this.renderValue() from inside of resize(), and if
      // we're not delegating, then that call will go to the Shiny
      // version instead of the htmlwidgets version.

      // Merge defaults with definition, without mutating either.
      var bindingDef = extend({}, defaults, definition);

      // This object will be our actual Shiny binding.
      var shinyBinding = new Shiny.OutputBinding();

      // With a few exceptions, we'll want to simply use the bindingDef's
      // version of methods if they are available, otherwise fall back to
      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
      // methods in the future, and we want them to be overrideable by
      // HTMLWidget binding definitions, then we'll need to add them to this
      // list.
      delegateMethod(shinyBinding, bindingDef, "getId");
      delegateMethod(shinyBinding, bindingDef, "onValueChange");
      delegateMethod(shinyBinding, bindingDef, "onValueError");
      delegateMethod(shinyBinding, bindingDef, "renderError");
      delegateMethod(shinyBinding, bindingDef, "clearError");
      delegateMethod(shinyBinding, bindingDef, "showProgress");

      // The find, renderValue, and resize are handled differently, because we
      // want to actually decorate the behavior of the bindingDef methods.

      shinyBinding.find = function(scope) {
        var results = bindingDef.find(scope);

        // Only return elements that are Shiny outputs, not static ones
        var dynamicResults = results.filter(".html-widget-output");

        // It's possible that whatever caused Shiny to think there might be
        // new dynamic outputs, also caused there to be new static outputs.
        // Since there might be lots of different htmlwidgets bindings, we
        // schedule execution for later--no need to staticRender multiple
        // times.
        if (results.length !== dynamicResults.length)
          scheduleStaticRender();

        return dynamicResults;
      };

      // Wrap renderValue to handle initialization, which unfortunately isn't
      // supported natively by Shiny at the time of this writing.

      shinyBinding.renderValue = function(el, data) {
        Shiny.renderDependencies(data.deps);
        // Resolve strings marked as javascript literals to objects
        if (!(data.evals instanceof Array)) data.evals = [data.evals];
        for (var i = 0; data.evals && i < data.evals.length; i++) {
          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
        }
        if (!bindingDef.renderOnNullValue) {
          if (data.x === null) {
            el.style.visibility = "hidden";
            return;
          } else {
            el.style.visibility = "inherit";
          }
        }
        if (!elementData(el, "initialized")) {
          initSizing(el);

          elementData(el, "initialized", true);
          if (bindingDef.initialize) {
            var result = bindingDef.initialize(el, el.offsetWidth,
              el.offsetHeight);
            elementData(el, "init_result", result);
          }
        }
        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
      };

      // Only override resize if bindingDef implements it
      if (bindingDef.resize) {
        shinyBinding.resize = function(el, width, height) {
          // Shiny can call resize before initialize/renderValue have been
          // called, which doesn't make sense for widgets.
          if (elementData(el, "initialized")) {
            bindingDef.resize(el, width, height, elementData(el, "init_result"));
          }
        };
      }

      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
    }
  };

  var scheduleStaticRenderTimerId = null;
  function scheduleStaticRender() {
    if (!scheduleStaticRenderTimerId) {
      scheduleStaticRenderTimerId = setTimeout(function() {
        scheduleStaticRenderTimerId = null;
        window.HTMLWidgets.staticRender();
      }, 1);
    }
  }

  // Render static widgets after the document finishes loading
  // Statically render all elements that are of this widget's class
  window.HTMLWidgets.staticRender = function() {
    var bindings = window.HTMLWidgets.widgets || [];
    forEach(bindings, function(binding) {
      var matches = binding.find(document.documentElement);
      forEach(matches, function(el) {
        var sizeObj = initSizing(el, binding);

        if (hasClass(el, "html-widget-static-bound"))
          return;
        el.className = el.className + " html-widget-static-bound";

        var initResult;
        if (binding.initialize) {
          initResult = binding.initialize(el,
            sizeObj ? sizeObj.getWidth() : el.offsetWidth,
            sizeObj ? sizeObj.getHeight() : el.offsetHeight
          );
          elementData(el, "init_result", initResult);
        }

        if (binding.resize) {
          var lastSize = {
            w: sizeObj ? sizeObj.getWidth() : el.offsetWidth,
            h: sizeObj ? sizeObj.getHeight() : el.offsetHeight
          };
          var resizeHandler = function(e) {
            var size = {
              w: sizeObj ? sizeObj.getWidth() : el.offsetWidth,
              h: sizeObj ? sizeObj.getHeight() : el.offsetHeight
            };
            if (size.w === 0 && size.h === 0)
              return;
            if (size.w === lastSize.w && size.h === lastSize.h)
              return;
            lastSize = size;
            binding.resize(el, size.w, size.h, initResult);
          };

          on(window, "resize", resizeHandler);

          // This is needed for cases where we're running in a Shiny
          // app, but the widget itself is not a Shiny output, but
          // rather a simple static widget. One example of this is
          // an rmarkdown document that has runtime:shiny and widget
          // that isn't in a render function. Shiny only knows to
          // call resize handlers for Shiny outputs, not for static
          // widgets, so we do it ourselves.
          if (window.jQuery) {
            window.jQuery(document).on(
              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
              resizeHandler
            );
            window.jQuery(document).on(
              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
              resizeHandler
            );
          }

          // This is needed for the specific case of ioslides, which
          // flips slides between display:none and display:block.
          // Ideally we would not have to have ioslide-specific code
          // here, but rather have ioslides raise a generic event,
          // but the rmarkdown package just went to CRAN so the
          // window to getting that fixed may be long.
          if (window.addEventListener) {
            // It's OK to limit this to window.addEventListener
            // browsers because ioslides itself only supports
            // such browsers.
            on(document, "slideenter", resizeHandler);
            on(document, "slideleave", resizeHandler);
          }
        }

        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
        if (scriptData) {
          var data = JSON.parse(scriptData.textContent || scriptData.text);
          // Resolve strings marked as javascript literals to objects
          if (!(data.evals instanceof Array)) data.evals = [data.evals];
          for (var k = 0; data.evals && k < data.evals.length; k++) {
            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
          }
          binding.renderValue(el, data.x, initResult);
          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
        }
      });
    });

    invokePostRenderHandlers();
  }


  function has_jQuery3() {
    if (!window.jQuery) {
      return false;
    }
    var $version = window.jQuery.fn.jquery;
    var $major_version = parseInt($version.split(".")[0]);
    return $major_version >= 3;
  }

  /*
  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
  / really means $(setTimeout(fn)).
  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
  /
  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
  / one tick later than it did before, which means staticRender() is
  / called renderValue() earlier than (advanced) widget authors might be expecting.
  / https://github.com/rstudio/shiny/issues/2630
  /
  / For a concrete example, leaflet has some methods (e.g., updateBounds)
  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
  / delay execution of those methods (until Shiny methods are ready)
  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
  /
  / Ideally widget authors wouldn't need to use this setTimeout() hack that
  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
  / the logic initShiny should be broken up so that method registration happens
  / right away, but binding happens later.
  */
  function maybeStaticRenderLater() {
    if (shinyMode && has_jQuery3()) {
      window.jQuery(window.HTMLWidgets.staticRender);
    } else {
      window.HTMLWidgets.staticRender();
    }
  }

  if (document.addEventListener) {
    document.addEventListener("DOMContentLoaded", function() {
      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
      maybeStaticRenderLater();
    }, false);
  } else if (document.attachEvent) {
    document.attachEvent("onreadystatechange", function() {
      if (document.readyState === "complete") {
        document.detachEvent("onreadystatechange", arguments.callee);
        maybeStaticRenderLater();
      }
    });
  }


  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
    // If no key, default to the first item
    if (typeof(key) === "undefined")
      key = 1;

    var link = document.getElementById(depname + "-" + key + "-attachment");
    if (!link) {
      throw new Error("Attachment " + depname + "/" + key + " not found in document");
    }
    return link.getAttribute("href");
  };

  window.HTMLWidgets.dataframeToD3 = function(df) {
    var names = [];
    var length;
    for (var name in df) {
        if (df.hasOwnProperty(name))
            names.push(name);
        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
            throw new Error("All fields must be arrays");
        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
            throw new Error("All fields must be arrays of the same length");
        }
        length = df[name].length;
    }
    var results = [];
    var item;
    for (var row = 0; row < length; row++) {
        item = {};
        for (var col = 0; col < names.length; col++) {
            item[names[col]] = df[names[col]][row];
        }
        results.push(item);
    }
    return results;
  };

  window.HTMLWidgets.transposeArray2D = function(array) {
      if (array.length === 0) return array;
      var newArray = array[0].map(function(col, i) {
          return array.map(function(row) {
              return row[i]
          })
      });
      return newArray;
  };
  // Split value at splitChar, but allow splitChar to be escaped
  // using escapeChar. Any other characters escaped by escapeChar
  // will be included as usual (including escapeChar itself).
  function splitWithEscape(value, splitChar, escapeChar) {
    var results = [];
    var escapeMode = false;
    var currentResult = "";
    for (var pos = 0; pos < value.length; pos++) {
      if (!escapeMode) {
        if (value[pos] === splitChar) {
          results.push(currentResult);
          currentResult = "";
        } else if (value[pos] === escapeChar) {
          escapeMode = true;
        } else {
          currentResult += value[pos];
        }
      } else {
        currentResult += value[pos];
        escapeMode = false;
      }
    }
    if (currentResult !== "") {
      results.push(currentResult);
    }
    return results;
  }
  // Function authored by Yihui/JJ Allaire
  window.HTMLWidgets.evaluateStringMember = function(o, member) {
    var parts = splitWithEscape(member, '.', '\\');
    for (var i = 0, l = parts.length; i < l; i++) {
      var part = parts[i];
      // part may be a character or 'numeric' member name
      if (o !== null && typeof o === "object" && part in o) {
        if (i == (l - 1)) { // if we are at the end of the line then evalulate
          if (typeof o[part] === "string")
            o[part] = tryEval(o[part]);
        } else { // otherwise continue to next embedded object
          o = o[part];
        }
      }
    }
  };

  // Retrieve the HTMLWidget instance (i.e. the return value of an
  // HTMLWidget binding's initialize() or factory() function)
  // associated with an element, or null if none.
  window.HTMLWidgets.getInstance = function(el) {
    return elementData(el, "init_result");
  };

  // Finds the first element in the scope that matches the selector,
  // and returns the HTMLWidget instance (i.e. the return value of
  // an HTMLWidget binding's initialize() or factory() function)
  // associated with that element, if any. If no element matches the
  // selector, or the first matching element has no HTMLWidget
  // instance associated with it, then null is returned.
  //
  // The scope argument is optional, and defaults to window.document.
  window.HTMLWidgets.find = function(scope, selector) {
    if (arguments.length == 1) {
      selector = scope;
      scope = document;
    }

    var el = scope.querySelector(selector);
    if (el === null) {
      return null;
    } else {
      return window.HTMLWidgets.getInstance(el);
    }
  };

  // Finds all elements in the scope that match the selector, and
  // returns the HTMLWidget instances (i.e. the return values of
  // an HTMLWidget binding's initialize() or factory() function)
  // associated with the elements, in an array. If elements that
  // match the selector don't have an associated HTMLWidget
  // instance, the returned array will contain nulls.
  //
  // The scope argument is optional, and defaults to window.document.
  window.HTMLWidgets.findAll = function(scope, selector) {
    if (arguments.length == 1) {
      selector = scope;
      scope = document;
    }

    var nodes = scope.querySelectorAll(selector);
    var results = [];
    for (var i = 0; i < nodes.length; i++) {
      results.push(window.HTMLWidgets.getInstance(nodes[i]));
    }
    return results;
  };

  var postRenderHandlers = [];
  function invokePostRenderHandlers() {
    while (postRenderHandlers.length) {
      var handler = postRenderHandlers.shift();
      if (handler) {
        handler();
      }
    }
  }

  // Register the given callback function to be invoked after the
  // next time static widgets are rendered.
  window.HTMLWidgets.addPostRenderHandler = function(callback) {
    postRenderHandlers.push(callback);
  };

  // Takes a new-style instance-bound definition, and returns an
  // old-style class-bound definition. This saves us from having
  // to rewrite all the logic in this file to accomodate both
  // types of definitions.
  function createLegacyDefinitionAdapter(defn) {
    var result = {
      name: defn.name,
      type: defn.type,
      initialize: function(el, width, height) {
        return defn.factory(el, width, height);
      },
      renderValue: function(el, x, instance) {
        return instance.renderValue(x);
      },
      resize: function(el, width, height, instance) {
        return instance.resize(width, height);
      }
    };

    if (defn.find)
      result.find = defn.find;
    if (defn.renderError)
      result.renderError = defn.renderError;
    if (defn.clearError)
      result.clearError = defn.clearError;

    return result;
  }
})();

"></script>
<link href="data:text/css,%2Edt%2Dcrosstalk%2Dfade%20%7B%0Aopacity%3A%200%2E2%3B%0A%7D%0Ahtml%20body%20div%2EDTS%20div%2EdataTables%5FscrollBody%20%7B%0Abackground%3A%20none%3B%0A%7D%0A%0Atable%2EdataTable%20%7B%0Adisplay%3A%20table%3B%0A%7D%0A" rel="stylesheet" />
<script src="data:application/javascript;base64,(function() {

// some helper functions: using a global object DTWidget so that it can be used
// in JS() code, e.g. datatable(options = list(foo = JS('code'))); unlike R's
// dynamic scoping, when 'code' is eval()'ed, JavaScript does not know objects
// from the "parent frame", e.g. JS('DTWidget') will not work unless it was made
// a global object
var DTWidget = {};

// 123456666.7890 -> 123,456,666.7890
var markInterval = function(d, digits, interval, mark, decMark, precision) {
  x = precision ? d.toPrecision(digits) : d.toFixed(digits);
  if (!/^-?[\d.]+$/.test(x)) return x;
  var xv = x.split('.');
  if (xv.length > 2) return x;  // should have at most one decimal point
  xv[0] = xv[0].replace(new RegExp('\\B(?=(\\d{' + interval + '})+(?!\\d))', 'g'), mark);
  return xv.join(decMark);
};

DTWidget.formatCurrency = function(data, currency, digits, interval, mark, decMark, before) {
  var d = parseFloat(data);
  if (isNaN(d)) return '';
  var res = markInterval(d, digits, interval, mark, decMark);
  res = before ? (/^-/.test(res) ? '-' + currency + res.replace(/^-/, '') : currency + res) :
    res + currency;
  return res;
};

DTWidget.formatString = function(data, prefix, suffix) {
  var d = data;
  if (d === null) return '';
  return prefix + d + suffix;
};

DTWidget.formatPercentage = function(data, digits, interval, mark, decMark) {
  var d = parseFloat(data);
  if (isNaN(d)) return '';
  return markInterval(d * 100, digits, interval, mark, decMark) + '%';
};

DTWidget.formatRound = function(data, digits, interval, mark, decMark) {
  var d = parseFloat(data);
  if (isNaN(d)) return '';
  return markInterval(d, digits, interval, mark, decMark);
};

DTWidget.formatSignif = function(data, digits, interval, mark, decMark) {
  var d = parseFloat(data);
  if (isNaN(d)) return '';
  return markInterval(d, digits, interval, mark, decMark, true);
};

DTWidget.formatDate = function(data, method, params) {
  var d = data;
  if (d === null) return '';
  // (new Date('2015-10-28')).toDateString() may return 2015-10-27 because the
  // actual time created could be like 'Tue Oct 27 2015 19:00:00 GMT-0500 (CDT)',
  // i.e. the date-only string is treated as UTC time instead of local time
  if ((method === 'toDateString' || method === 'toLocaleDateString') && /^\d{4,}\D\d{2}\D\d{2}$/.test(d)) {
    d = d.split(/\D/);
    d = new Date(d[0], d[1] - 1, d[2]);
  } else {
    d = new Date(d);
  }
  return d[method].apply(d, params);
};

window.DTWidget = DTWidget;

var transposeArray2D = function(a) {
  return a.length === 0 ? a : HTMLWidgets.transposeArray2D(a);
};

var crosstalkPluginsInstalled = false;

function maybeInstallCrosstalkPlugins() {
  if (crosstalkPluginsInstalled)
    return;
  crosstalkPluginsInstalled = true;

  $.fn.dataTable.ext.afnFiltering.push(
    function(oSettings, aData, iDataIndex) {
      var ctfilter = oSettings.nTable.ctfilter;
      if (ctfilter && !ctfilter[iDataIndex])
        return false;

      var ctselect = oSettings.nTable.ctselect;
      if (ctselect && !ctselect[iDataIndex])
        return false;

      return true;
    }
  );
}

HTMLWidgets.widget({
  name: "datatables",
  type: "output",
  renderOnNullValue: true,
  initialize: function(el, width, height) {
    $(el).html('&nbsp;');
    return {
      data: null,
      ctfilterHandle: new crosstalk.FilterHandle(),
      ctfilterSubscription: null,
      ctselectHandle: new crosstalk.SelectionHandle(),
      ctselectSubscription: null
    };
  },
  renderValue: function(el, data, instance) {
    if (el.offsetWidth === 0 || el.offsetHeight === 0) {
      instance.data = data;
      return;
    }
    instance.data = null;
    var $el = $(el);
    $el.empty();

    if (data === null) {
      $el.append('&nbsp;');
      // clear previous Shiny inputs (if any)
      for (var i in instance.clearInputs) instance.clearInputs[i]();
      instance.clearInputs = {};
      return;
    }

    var crosstalkOptions = data.crosstalkOptions;
    if (!crosstalkOptions) crosstalkOptions = {
      'key': null, 'group': null
    };
    if (crosstalkOptions.group) {
      maybeInstallCrosstalkPlugins();
      instance.ctfilterHandle.setGroup(crosstalkOptions.group);
      instance.ctselectHandle.setGroup(crosstalkOptions.group);
    }

    // If we are in a flexdashboard scroll layout then we:
    //  (a) Always want to use pagination (otherwise we'll have
    //      a "double scroll bar" effect on the phone); and
    //  (b) Never want to fill the container (we want the pagination
    //      level to determine the size of the container)
    if (window.FlexDashboard && !window.FlexDashboard.isFillPage()) {
      data.options.bPaginate = true;
      data.fillContainer = false;
    }

    // if we are in the viewer then we always want to fillContainer and
    // and autoHideNavigation (unless the user has explicitly set these)
    if (window.HTMLWidgets.viewerMode) {
      if (!data.hasOwnProperty("fillContainer"))
        data.fillContainer = true;
      if (!data.hasOwnProperty("autoHideNavigation"))
        data.autoHideNavigation = true;
    }

    // propagate fillContainer to instance (so we have it in resize)
    instance.fillContainer = data.fillContainer;

    var cells = data.data;

    if (cells instanceof Array) cells = transposeArray2D(cells);

    $el.append(data.container);
    var $table = $el.find('table');
    if (data.class) $table.addClass(data.class);
    if (data.caption) $table.prepend(data.caption);

    if (!data.selection) data.selection = {
      mode: 'none', selected: null, target: 'row', selectable: null
    };
    if (HTMLWidgets.shinyMode && data.selection.mode !== 'none' &&
        data.selection.target === 'row+column') {
      if ($table.children('tfoot').length === 0) {
        $table.append($('<tfoot>'));
        $table.find('thead tr').clone().appendTo($table.find('tfoot'));
      }
    }

    // column filters
    var filterRow;
    switch (data.filter) {
      case 'top':
        $table.children('thead').append(data.filterHTML);
        filterRow = $table.find('thead tr:last td');
        break;
      case 'bottom':
        if ($table.children('tfoot').length === 0) {
          $table.append($('<tfoot>'));
        }
        $table.children('tfoot').prepend(data.filterHTML);
        filterRow = $table.find('tfoot tr:first td');
        break;
    }

    var options = { searchDelay: 1000 };
    if (cells !== null) $.extend(options, {
      data: cells
    });

    // options for fillContainer
    var bootstrapActive = typeof($.fn.popover) != 'undefined';
    if (instance.fillContainer) {

      // force scrollX/scrollY and turn off autoWidth
      options.scrollX = true;
      options.scrollY = "100px"; // can be any value, we'll adjust below

      // if we aren't paginating then move around the info/filter controls
      // to save space at the bottom and rephrase the info callback
      if (data.options.bPaginate === false) {

        // we know how to do this cleanly for bootstrap, not so much
        // for other themes/layouts
        if (bootstrapActive) {
          options.dom = "<'row'<'col-sm-4'i><'col-sm-8'f>>" +
                        "<'row'<'col-sm-12'tr>>";
        }

        options.fnInfoCallback = function(oSettings, iStart, iEnd,
                                           iMax, iTotal, sPre) {
          return Number(iTotal).toLocaleString() + " records";
        };
      }
    }

    // auto hide navigation if requested
    if (data.autoHideNavigation === true) {
      if (bootstrapActive && data.options.bPaginate !== false) {
        // strip all nav if length >= cells
        if ((cells instanceof Array) && data.options.iDisplayLength >= cells.length)
          options.dom = "<'row'<'col-sm-12'tr>>";
        // alternatively lean things out for flexdashboard mobile portrait
        else if (window.FlexDashboard && window.FlexDashboard.isMobilePhone())
          options.dom = "<'row'<'col-sm-12'f>>" +
                        "<'row'<'col-sm-12'tr>>"  +
                        "<'row'<'col-sm-12'p>>";
      }
    }

    $.extend(true, options, data.options || {});

    var searchCols = options.searchCols;
    if (searchCols) {
      searchCols = searchCols.map(function(x) {
        return x === null ? '' : x.search;
      });
      // FIXME: this means I don't respect the escapeRegex setting
      delete options.searchCols;
    }

    // server-side processing?
    var server = options.serverSide === true;

    // use the dataSrc function to pre-process JSON data returned from R
    var DT_rows_all = [], DT_rows_current = [];
    if (server && HTMLWidgets.shinyMode && typeof options.ajax === 'object' &&
        /^session\/[\da-z]+\/dataobj/.test(options.ajax.url) && !options.ajax.dataSrc) {
      options.ajax.dataSrc = function(json) {
        DT_rows_all = $.makeArray(json.DT_rows_all);
        DT_rows_current = $.makeArray(json.DT_rows_current);
        var data = json.data;
        if (!colReorderEnabled()) return data;
        var table = $table.DataTable(), order = table.colReorder.order(), flag = true, i, j, row;
        for (i = 0; i < order.length; ++i) if (order[i] !== i) flag = false;
        if (flag) return data;
        for (i = 0; i < data.length; ++i) {
          row = data[i].slice();
          for (j = 0; j < order.length; ++j) data[i][j] = row[order[j]];
        }
        return data;
      };
    }

    var thiz = this;
    if (instance.fillContainer) $table.on('init.dt', function(e) {
      thiz.fillAvailableHeight(el, $(el).innerHeight());
    });
    // If the page contains serveral datatables and one of which enables colReorder,
    // the table.colReorder.order() function will exist but throws error when called.
    // So it seems like the only way to know if colReorder is enabled or not is to
    // check the options.
    var colReorderEnabled = function() { return "colReorder" in options; };
    var table = $table.DataTable(options);
    $el.data('datatable', table);

    // Unregister previous Crosstalk event subscriptions, if they exist
    if (instance.ctfilterSubscription) {
      instance.ctfilterHandle.off("change", instance.ctfilterSubscription);
      instance.ctfilterSubscription = null;
    }
    if (instance.ctselectSubscription) {
      instance.ctselectHandle.off("change", instance.ctselectSubscription);
      instance.ctselectSubscription = null;
    }

    if (!crosstalkOptions.group) {
      $table[0].ctfilter = null;
      $table[0].ctselect = null;
    } else {
      var key = crosstalkOptions.key;
      function keysToMatches(keys) {
        if (!keys) {
          return null;
        } else {
          var selectedKeys = {};
          for (var i = 0; i < keys.length; i++) {
            selectedKeys[keys[i]] = true;
          }
          var matches = {};
          for (var j = 0; j < key.length; j++) {
            if (selectedKeys[key[j]])
              matches[j] = true;
          }
          return matches;
        }
      }

      function applyCrosstalkFilter(e) {
        $table[0].ctfilter = keysToMatches(e.value);
        table.draw();
      }
      instance.ctfilterSubscription = instance.ctfilterHandle.on("change", applyCrosstalkFilter);
      applyCrosstalkFilter({value: instance.ctfilterHandle.filteredKeys});

      function applyCrosstalkSelection(e) {
        if (e.sender !== instance.ctselectHandle) {
          table
            .rows('.' + selClass, {search: 'applied'})
            .nodes()
            .to$()
            .removeClass(selClass);
          if (selectedRows)
            changeInput('rows_selected', selectedRows(), void 0, true);
        }

        if (e.sender !== instance.ctselectHandle && e.value && e.value.length) {
          var matches = keysToMatches(e.value);

          // persistent selection with plotly (& leaflet)
          var ctOpts = crosstalk.var("plotlyCrosstalkOpts").get() || {};
          if (ctOpts.persistent === true) {
            var matches = $.extend(matches, $table[0].ctselect);
          }

          $table[0].ctselect = matches;
          table.draw();
        } else {
          if ($table[0].ctselect) {
            $table[0].ctselect = null;
            table.draw();
          }
        }
      }
      instance.ctselectSubscription = instance.ctselectHandle.on("change", applyCrosstalkSelection);
      // TODO: This next line doesn't seem to work when renderDataTable is used
      applyCrosstalkSelection({value: instance.ctselectHandle.value});
    }

    var inArray = function(val, array) {
      return $.inArray(val, $.makeArray(array)) > -1;
    };

    // encode + to %2B when searching in the table on server side, because
    // shiny::parseQueryString() treats + as spaces, and DataTables does not
    // encode + to %2B (or % to %25) when sending the request
    var encode_plus = function(x) {
      return server ? x.replace(/%/g, '%25').replace(/\+/g, '%2B') : x;
    };

    // search the i-th column
    var searchColumn = function(i, value) {
      var regex = false, ci = true;
      if (options.search) {
        regex = options.search.regex,
        ci = options.search.caseInsensitive !== false;
      }
      return table.column(i).search(encode_plus(value), regex, !regex, ci);
    };

    if (data.filter !== 'none') {

      filterRow.each(function(i, td) {

        var $td = $(td), type = $td.data('type'), filter;
        var $input = $td.children('div').first().children('input');
        $input.prop('disabled', !table.settings()[0].aoColumns[i].bSearchable || type === 'disabled');
        $input.on('input blur', function() {
          $input.next('span').toggle(Boolean($input.val()));
        });
        // Bootstrap sets pointer-events to none and we won't be able to click
        // the clear button
        $input.next('span').css('pointer-events', 'auto').hide().click(function() {
          $(this).hide().prev('input').val('').trigger('input').focus();
        });
        var searchCol;  // search string for this column
        if (searchCols && searchCols[i]) {
          searchCol = searchCols[i];
          $input.val(searchCol).trigger('input');
        }
        var $x = $td.children('div').last();

        // remove the overflow: hidden attribute of the scrollHead
        // (otherwise the scrolling table body obscures the filters)
        // The workaround and the discussion from
        // https://github.com/rstudio/DT/issues/554#issuecomment-518007347
        // Otherwise the filter selection will not be anchored to the values
        // when the columns number is many and scrollX is enabled.
        var scrollHead = $(el).find('.dataTables_scrollHead,.dataTables_scrollFoot');
        var cssOverflowHead = scrollHead.css('overflow');
        var scrollBody = $(el).find('.dataTables_scrollBody');
        var cssOverflowBody = scrollBody.css('overflow');
        var scrollTable = $(el).find('.dataTables_scroll');
        var cssOverflowTable = scrollTable.css('overflow');
        if (cssOverflowHead === 'hidden') {
          $x.on('show hide', function(e) {
            if (e.type === 'show') {
              scrollHead.css('overflow', 'visible');
              scrollBody.css('overflow', 'visible');
              scrollTable.css('overflow-x', 'scroll');
            } else {
              scrollHead.css('overflow', cssOverflowHead);
              scrollBody.css('overflow', cssOverflowBody);
              scrollTable.css('overflow-x', cssOverflowTable);
            }
          });
          $x.css('z-index', 25);
        }

        if (inArray(type, ['factor', 'logical'])) {
          $input.on({
            click: function() {
              $input.parent().hide(); $x.show().trigger('show'); filter[0].selectize.focus();
            },
            input: function() {
              if ($input.val() === '') filter[0].selectize.setValue([]);
            }
          });
          var $input2 = $x.children('select');
          filter = $input2.selectize({
            options: $input2.data('options').map(function(v, i) {
              return ({text: v, value: v});
            }),
            plugins: ['remove_button'],
            hideSelected: true,
            onChange: function(value) {
              if (value === null) value = []; // compatibility with jQuery 3.0
              $input.val(value.length ? JSON.stringify(value) : '');
              if (value.length) $input.trigger('input');
              $input.attr('title', $input.val());
              if (server) {
                table.column(i).search(value.length ? encode_plus(JSON.stringify(value)) : '').draw();
                return;
              }
              // turn off filter if nothing selected
              $td.data('filter', value.length > 0);
              table.draw();  // redraw table, and filters will be applied
            }
          });
          if (searchCol) filter[0].selectize.setValue(JSON.parse(searchCol));
          filter[0].selectize.on('blur', function() {
            $x.hide().trigger('hide'); $input.parent().show(); $input.trigger('blur');
          });
          filter.next('div').css('margin-bottom', 'auto');
        } else if (type === 'character') {
          var fun = function() {
            searchColumn(i, $input.val()).draw();
          };
          if (server) {
            fun = $.fn.dataTable.util.throttle(fun, options.searchDelay);
          }
          $input.on('input', fun);
        } else if (inArray(type, ['number', 'integer', 'date', 'time'])) {
          var $x0 = $x;
          $x = $x0.children('div').first();
          $x0.css({
            'background-color': '#fff',
            'border': '1px #ddd solid',
            'border-radius': '4px',
            'padding': '20px 20px 10px 20px'
          });
          var $spans = $x0.children('span').css({
            'margin-top': '10px',
            'white-space': 'nowrap'
          });
          var $span1 = $spans.first(), $span2 = $spans.last();
          var r1 = +$x.data('min'), r2 = +$x.data('max');
          // when the numbers are too small or have many decimal places, the
          // slider may have numeric precision problems (#150)
          var scale = Math.pow(10, Math.max(0, +$x.data('scale') || 0));
          r1 = Math.round(r1 * scale); r2 = Math.round(r2 * scale);
          var scaleBack = function(x, scale) {
            if (scale === 1) return x;
            var d = Math.round(Math.log(scale) / Math.log(10));
            // to avoid problems like 3.423/100 -> 0.034230000000000003
            return (x / scale).toFixed(d);
          };
          var slider_min = function() {
            return filter.noUiSlider('options').range.min;
          };
          var slider_max = function() {
            return filter.noUiSlider('options').range.max;
          };
          $input.on({
            focus: function() {
              $x0.show().trigger('show');
              // first, make sure the slider div leaves at least 20px between
              // the two (slider value) span's
              $x0.width(Math.max(160, $span1.outerWidth() + $span2.outerWidth() + 20));
              // then, if the input is really wide, make the slider the same
              // width as the input
              if ($x0.outerWidth() < $input.outerWidth()) {
                $x0.outerWidth($input.outerWidth());
              }
              // make sure the slider div does not reach beyond the right margin
              if ($(window).width() < $x0.offset().left + $x0.width()) {
                $x0.offset({
                  'left': $input.offset().left + $input.outerWidth() - $x0.outerWidth()
                });
              }
            },
            blur: function() {
              $x0.hide().trigger('hide');
            },
            input: function() {
              if ($input.val() === '') filter.val([slider_min(), slider_max()]);
            },
            change: function() {
              var v = $input.val().replace(/\s/g, '');
              if (v === '') return;
              v = v.split('...');
              if (v.length !== 2) {
                $input.parent().addClass('has-error');
                return;
              }
              if (v[0] === '') v[0] = slider_min();
              if (v[1] === '') v[1] = slider_max();
              $input.parent().removeClass('has-error');
              // treat date as UTC time at midnight
              var strTime = function(x) {
                var s = type === 'date' ? 'T00:00:00Z' : '';
                var t = new Date(x + s).getTime();
                // add 10 minutes to date since it does not hurt the date, and
                // it helps avoid the tricky floating point arithmetic problems,
                // e.g. sometimes the date may be a few milliseconds earlier
                // than the midnight due to precision problems in noUiSlider
                return type === 'date' ? t + 3600000 : t;
              };
              if (inArray(type, ['date', 'time'])) {
                v[0] = strTime(v[0]);
                v[1] = strTime(v[1]);
              }
              if (v[0] != slider_min()) v[0] *= scale;
              if (v[1] != slider_max()) v[1] *= scale;
              filter.val(v);
            }
          });
          var formatDate = function(d, isoFmt) {
            d = scaleBack(d, scale);
            if (type === 'number') return d;
            if (type === 'integer') return parseInt(d);
            var x = new Date(+d);
            var fmt = ('filterDateFmt' in data) ? data.filterDateFmt[i] : undefined;
            if (fmt !== undefined && isoFmt === false) return x[fmt.method].apply(x, fmt.params);
            if (type === 'date') {
              var pad0 = function(x) {
                return ('0' + x).substr(-2, 2);
              };
              return x.getUTCFullYear() + '-' + pad0(1 + x.getUTCMonth())
                      + '-' + pad0(x.getUTCDate());
            } else {
              return x.toISOString();
            }
          };
          var opts = type === 'date' ? { step: 60 * 60 * 1000 } :
                     type === 'integer' ? { step: 1 } : {};
          filter = $x.noUiSlider($.extend({
            start: [r1, r2],
            range: {min: r1, max: r2},
            connect: true
          }, opts));
          if (scale > 1) (function() {
            var t1 = r1, t2 = r2;
            var val = filter.val();
            while (val[0] > r1 || val[1] < r2) {
              if (val[0] > r1) {
                t1 -= val[0] - r1;
              }
              if (val[1] < r2) {
                t2 += r2 - val[1];
              }
              filter = $x.noUiSlider($.extend({
                start: [t1, t2],
                range: {min: t1, max: t2},
                connect: true
              }, opts), true);
              val = filter.val();
            }
            r1  = t1; r2 = t2;
          })();
          var updateSliderText = function(v1, v2) {
            $span1.text(formatDate(v1, false)); $span2.text(formatDate(v2, false));
          };
          updateSliderText(r1, r2);
          var updateSlider = function(e) {
            var val = filter.val();
            // turn off filter if in full range
            $td.data('filter', val[0] > slider_min() || val[1] < slider_max());
            var v1 = formatDate(val[0]), v2 = formatDate(val[1]), ival;
            if ($td.data('filter')) {
              ival = v1 + ' ... ' + v2;
              $input.attr('title', ival).val(ival).trigger('input');
            } else {
              $input.attr('title', '').val('');
            }
            updateSliderText(val[0], val[1]);
            if (e.type === 'slide') return;  // no searching when sliding only
            if (server) {
              table.column(i).search($td.data('filter') ? ival : '').draw();
              return;
            }
            table.draw();
          };
          filter.on({
            set: updateSlider,
            slide: updateSlider
          });
        }

        // server-side processing will be handled by R (or whatever server
        // language you use); the following code is only needed for client-side
        // processing
        if (server) {
          // if a search string has been pre-set, search now
          if (searchCol) searchColumn(i, searchCol).draw();
          return;
        }

        var customFilter = function(settings, data, dataIndex) {
          // there is no way to attach a search function to a specific table,
          // and we need to make sure a global search function is not applied to
          // all tables (i.e. a range filter in a previous table should not be
          // applied to the current table); we use the settings object to
          // determine if we want to perform searching on the current table,
          // since settings.sTableId will be different to different tables
          if (table.settings()[0] !== settings) return true;
          // no filter on this column or no need to filter this column
          if (typeof filter === 'undefined' || !$td.data('filter')) return true;

          var r = filter.val(), v, r0, r1;
          var i_data = function(i) {
            if (!colReorderEnabled()) return i;
            var order = table.colReorder.order(), k;
            for (k = 0; k < order.length; ++k) if (order[k] === i) return k;
            return i; // in theory it will never be here...
          }
          v = data[i_data(i)];
          if (type === 'number' || type === 'integer') {
            v = parseFloat(v);
            // how to handle NaN? currently exclude these rows
            if (isNaN(v)) return(false);
            r0 = parseFloat(scaleBack(r[0], scale))
            r1 = parseFloat(scaleBack(r[1], scale));
            if (v >= r0 && v <= r1) return true;
          } else if (type === 'date' || type === 'time') {
            v = new Date(v);
            r0 = new Date(r[0] / scale); r1 = new Date(r[1] / scale);
            if (v >= r0 && v <= r1) return true;
          } else if (type === 'factor') {
            if (r.length === 0 || inArray(v, r)) return true;
          } else if (type === 'logical') {
            if (r.length === 0) return true;
            if (inArray(v === '' ? 'na' : v, r)) return true;
          }
          return false;
        };

        $.fn.dataTable.ext.search.push(customFilter);

        // search for the preset search strings if it is non-empty
        if (searchCol) {
          if (inArray(type, ['factor', 'logical'])) {
            filter[0].selectize.setValue(JSON.parse(searchCol));
          } else if (type === 'character') {
            $input.trigger('input');
          } else if (inArray(type, ['number', 'integer', 'date', 'time'])) {
            $input.trigger('change');
          }
        }

      });

    }

    // highlight search keywords
    var highlight = function() {
      var body = $(table.table().body());
      // removing the old highlighting first
      body.unhighlight();

      // don't highlight the "not found" row, so we get the rows using the api
      if (table.rows({ filter: 'applied' }).data().length === 0) return;
      // highlight global search keywords
      body.highlight($.trim(table.search()).split(/\s+/));
      // then highlight keywords from individual column filters
      if (filterRow) filterRow.each(function(i, td) {
        var $td = $(td), type = $td.data('type');
        if (type !== 'character') return;
        var $input = $td.children('div').first().children('input');
        var column = table.column(i).nodes().to$(),
            val = $.trim($input.val());
        if (type !== 'character' || val === '') return;
        column.highlight(val.split(/\s+/));
      });
    };

    if (options.searchHighlight) {
      table
      .on('draw.dt.dth column-visibility.dt.dth column-reorder.dt.dth', highlight)
      .on('destroy', function() {
        // remove event handler
        table.off('draw.dt.dth column-visibility.dt.dth column-reorder.dt.dth');
      });

      // Set the option for escaping regex characters in our search string.  This will be used
      // for all future matching.
      jQuery.fn.highlight.options.escapeRegex = (!options.search || !options.search.regex);

      // initial highlight for state saved conditions and initial states
      highlight();
    }

    // run the callback function on the table instance
    if (typeof data.callback === 'function') data.callback(table);

    // double click to edit the cell, row, column, or all cells
    if (data.editable) table.on('dblclick.dt', 'tbody td', function(e) {
      // only bring up the editor when the cell itself is dbclicked, and ignore
      // other dbclick events bubbled up (e.g. from the <input>)
      if (e.target !== this) return;
      var target = [], immediate = false;
      switch (data.editable.target) {
        case 'cell':
          target = [this];
          immediate = true;  // edit will take effect immediately
          break;
        case 'row':
          target = table.cells(table.cell(this).index().row, '*').nodes();
          break;
        case 'column':
          target = table.cells('*', table.cell(this).index().column).nodes();
          break;
        case 'all':
          target = table.cells().nodes();
          break;
        default:
          throw 'The editable parameter must be "cell", "row", "column", or "all"';
      }
      var disableCols = data.editable.disable ? data.editable.disable.columns : null;
      for (var i = 0; i < target.length; i++) {
        (function(cell, current) {
          var $cell = $(cell), html = $cell.html();
          var _cell = table.cell(cell), value = _cell.data();
          var $input = $('<input type="text">'), changed = false;
          if (!immediate) {
            $cell.data('input', $input).data('html', html);
            $input.attr('title', 'Hit Ctrl+Enter to finish editing, or Esc to cancel');
          }
          $input.val(value);
          if (inArray(_cell.index().column, disableCols)) {
            $input.attr('readonly', '').css('filter', 'invert(25%)');
          }
          $cell.empty().append($input);
          if (cell === current) $input.focus();
          $input.css('width', '100%');

          if (immediate) $input.on('change', function() {
            changed = true;
            var valueNew = $input.val();
            if (valueNew != value) {
              _cell.data(valueNew);
              if (HTMLWidgets.shinyMode) {
                changeInput('cell_edit', [cellInfo(cell)], 'DT.cellInfo', null, {priority: "event"});
              }
              // for server-side processing, users have to call replaceData() to update the table
              if (!server) table.draw(false);
            } else {
              $cell.html(html);
            }
            $input.remove();
          }).on('blur', function() {
            if (!changed) $input.trigger('change');
          }).on('keyup', function(e) {
            // hit Escape to cancel editing
            if (e.keyCode === 27) $input.trigger('blur');
          });

          // bulk edit (row, column, or all)
          if (!immediate) $input.on('keyup', function(e) {
            var removeInput = function($cell, restore) {
              $cell.data('input').remove();
              if (restore) $cell.html($cell.data('html'));
            }
            if (e.keyCode === 27) {
              for (var i = 0; i < target.length; i++) {
                removeInput($(target[i]), true);
              }
            } else if (e.keyCode === 13 && e.ctrlKey) {
              // Ctrl + Enter
              var cell, $cell, _cell, cellData = [];
              for (var i = 0; i < target.length; i++) {
                cell = target[i]; $cell = $(cell); _cell = table.cell(cell);
                _cell.data($cell.data('input').val());
                HTMLWidgets.shinyMode && cellData.push(cellInfo(cell));
                removeInput($cell, false);
              }
              if (HTMLWidgets.shinyMode) {
                changeInput('cell_edit', cellData, 'DT.cellInfo', null, {priority: "event"});
              }
              if (!server) table.draw(false);
            }
          });
        })(target[i], this);
      }
    });

    // interaction with shiny
    if (!HTMLWidgets.shinyMode && !crosstalkOptions.group) return;

    var methods = {};
    var shinyData = {};

    methods.updateCaption = function(caption) {
      if (!caption) return;
      $table.children('caption').replaceWith(caption);
    }

    // register clear functions to remove input values when the table is removed
    instance.clearInputs = {};

    var changeInput = function(id, value, type, noCrosstalk, opts) {
      var event = id;
      id = el.id + '_' + id;
      if (type) id = id + ':' + type;
      // do not update if the new value is the same as old value
      if (event !== 'cell_edit' && !/_clicked$/.test(event) && shinyData.hasOwnProperty(id) && shinyData[id] === JSON.stringify(value))
        return;
      shinyData[id] = JSON.stringify(value);
      if (HTMLWidgets.shinyMode && Shiny.setInputValue) {
        Shiny.setInputValue(id, value, opts);
        if (!instance.clearInputs[id]) instance.clearInputs[id] = function() {
          Shiny.setInputValue(id, null);
        }
      }

      // HACK
      if (event === "rows_selected" && !noCrosstalk) {
        if (crosstalkOptions.group) {
          var keys = crosstalkOptions.key;
          var selectedKeys = null;
          if (value) {
            selectedKeys = [];
            for (var i = 0; i < value.length; i++) {
              // The value array's contents use 1-based row numbers, so we must
              // convert to 0-based before indexing into the keys array.
              selectedKeys.push(keys[value[i] - 1]);
            }
          }
          instance.ctselectHandle.set(selectedKeys);
        }
      }
    };

    var addOne = function(x) {
      return x.map(function(i) { return 1 + i; });
    };

    var unique = function(x) {
      var ux = [];
      $.each(x, function(i, el){
        if ($.inArray(el, ux) === -1) ux.push(el);
      });
      return ux;
    }

    // change the row index of a cell
    var tweakCellIndex = function(cell) {
      var info = cell.index();
      // some cell may not be valid. e.g, #759
      // when using the RowGroup extension, datatables will
      // generate the row label and the cells are not part of
      // the data thus contain no row/col info
      if (info === undefined)
        return {row: null, col: null};
      if (server) {
        info.row = DT_rows_current[info.row];
      } else {
        info.row += 1;
      }
      return {row: info.row, col: info.column};
    }

    // a flag to indicates if select extension is initialized or not
    var flagSelectExt = table.settings()[0]._select !== undefined;
    // the Select extension should only be used in the client mode and
    // when the selection.mode is set to none
    if (data.selection.mode === 'none' && !server && flagSelectExt) {
      var updateRowsSelected = function() {
        var rows = table.rows({selected: true});
        var selected = [];
        $.each(rows.indexes().toArray(), function(i, v) {
          selected.push(v + 1);
        });
        changeInput('rows_selected', selected);
      }
      var updateColsSelected = function() {
        var columns = table.columns({selected: true});
        changeInput('columns_selected', columns.indexes().toArray());
      }
      var updateCellsSelected = function() {
        var cells = table.cells({selected: true});
        var selected = [];
        cells.every(function() {
          var row = this.index().row;
          var col = this.index().column;
          selected = selected.concat([[row + 1, col]]);
        });
        changeInput('cells_selected', transposeArray2D(selected), 'shiny.matrix');
      }
      table.on('select deselect', function(e, dt, type, indexes) {
        updateRowsSelected();
        updateColsSelected();
        updateCellsSelected();
      })
    }

    var selMode = data.selection.mode, selTarget = data.selection.target;
    var selDisable = data.selection.selectable === false;
    if (inArray(selMode, ['single', 'multiple'])) {
      var selClass = inArray(data.style, ['bootstrap', 'bootstrap4']) ? 'active' : 'selected';
      // selected1: row indices; selected2: column indices
      var initSel = function(x) {
        if (x === null || typeof x === 'boolean' || selTarget === 'cell') {
          return {rows: [], cols: []};
        } else if (selTarget === 'row') {
          return {rows: $.makeArray(x), cols: []};
        } else if (selTarget === 'column') {
          return {rows: [], cols: $.makeArray(x)};
        } else if (selTarget === 'row+column') {
          return {rows: $.makeArray(x.rows), cols: $.makeArray(x.cols)};
        }
      }
      var selected = data.selection.selected;
      var selected1 = initSel(selected).rows, selected2 = initSel(selected).cols;
      // selectable should contain either all positive or all non-positive values, not both
      // positive values indicate "selectable" while non-positive values means "nonselectable"
      // the assertion is performed on R side. (only column indicides could be zero which indicates
      // the row name)
      var selectable = data.selection.selectable;
      var selectable1 = initSel(selectable).rows, selectable2 = initSel(selectable).cols;

      // After users reorder the rows or filter the table, we cannot use the table index
      // directly. Instead, we need this function to find out the rows between the two clicks.
      // If user filter the table again between the start click and the end click, the behavior
      // would be undefined, but it should not be a problem.
      var shiftSelRowsIndex = function(start, end) {
        var indexes = server ? DT_rows_all : table.rows({ search: 'applied' }).indexes().toArray();
        start = indexes.indexOf(start); end = indexes.indexOf(end);
        // if start is larger than end, we need to swap
        if (start > end) {
          var tmp = end; end = start; start = tmp;
        }
        return indexes.slice(start, end + 1);
      }

      var serverRowIndex = function(clientRowIndex) {
        return server ? DT_rows_current[clientRowIndex] : clientRowIndex + 1;
      }

      // row, column, or cell selection
      var lastClickedRow;
      if (inArray(selTarget, ['row', 'row+column'])) {
        // Get the current selected rows. It will also
        // update the selected1's value based on the current row selection state
        // Note we can't put this function inside selectRows() directly,
        // the reason is method.selectRows() will override selected1's value but this
        // function will add rows to selected1 (keep the existing selection), which is
        // inconsistent with column and cell selection.
        var selectedRows = function() {
          var rows = table.rows('.' + selClass);
          var idx = rows.indexes().toArray();
          if (!server) {
            selected1 = addOne(idx);
            return selected1;
          }
          idx = idx.map(function(i) {
            return DT_rows_current[i];
          });
          selected1 = selMode === 'multiple' ? unique(selected1.concat(idx)) : idx;
          return selected1;
        }
        // Change selected1's value based on selectable1, then refresh the row state
        var onlyKeepSelectableRows = function() {
          if (selDisable) { // users can't select; useful when only want backend select
            selected1 = [];
            return;
          }
          if (selectable1.length === 0) return;
          var nonselectable = selectable1[0] <= 0;
          if (nonselectable) {
            // should make selectable1 positive
            selected1 = $(selected1).not(selectable1.map(function(i) { return -i; })).get();
          } else {
            selected1 = $(selected1).filter(selectable1).get();
          }
        }
        // Change selected1's value based on selectable1, then
        // refresh the row selection state according to values in selected1
        var selectRows = function(ignoreSelectable) {
          if (!ignoreSelectable) onlyKeepSelectableRows();
          table.$('tr.' + selClass).removeClass(selClass);
          if (selected1.length === 0) return;
          if (server) {
            table.rows({page: 'current'}).every(function() {
              if (inArray(DT_rows_current[this.index()], selected1)) {
                $(this.node()).addClass(selClass);
              }
            });
          } else {
            var selected0 = selected1.map(function(i) { return i - 1; });
            $(table.rows(selected0).nodes()).addClass(selClass);
          }
        }
        table.on('mousedown.dt', 'tbody tr', function(e) {
          var $this = $(this), thisRow = table.row(this);
          if (selMode === 'multiple') {
            if (e.shiftKey && lastClickedRow !== undefined) {
              // select or de-select depends on the last clicked row's status
              var flagSel = !$this.hasClass(selClass);
              var crtClickedRow = serverRowIndex(thisRow.index());
              if (server) {
                var rowsIndex = shiftSelRowsIndex(lastClickedRow, crtClickedRow);
                // update current page's selClass
                rowsIndex.map(function(i) {
                  var rowIndex = DT_rows_current.indexOf(i);
                  if (rowIndex >= 0) {
                    var row = table.row(rowIndex).nodes().to$();
                    var flagRowSel = !row.hasClass(selClass);
                    if (flagSel === flagRowSel) row.toggleClass(selClass);
                  }
                });
                // update selected1
                if (flagSel) {
                  selected1 = unique(selected1.concat(rowsIndex));
                } else {
                  selected1 = selected1.filter(function(index) {
                    return !inArray(index, rowsIndex);
                  });
                }
              } else {
                // js starts from 0
                shiftSelRowsIndex(lastClickedRow - 1, crtClickedRow - 1).map(function(value) {
                  var row = table.row(value).nodes().to$();
                  var flagRowSel = !row.hasClass(selClass);
                  if (flagSel === flagRowSel) row.toggleClass(selClass);
                });
              }
              e.preventDefault();
            } else {
              $this.toggleClass(selClass);
            }
          } else {
            if ($this.hasClass(selClass)) {
              $this.removeClass(selClass);
            } else {
              table.$('tr.' + selClass).removeClass(selClass);
              $this.addClass(selClass);
            }
          }
          if (server && !$this.hasClass(selClass)) {
            var id = DT_rows_current[thisRow.index()];
            // remove id from selected1 since its class .selected has been removed
            if (inArray(id, selected1)) selected1.splice($.inArray(id, selected1), 1);
          }
          selectedRows(); // update selected1's value based on selClass
          selectRows(false); // only keep the selectable rows
          changeInput('rows_selected', selected1);
          changeInput('row_last_clicked', serverRowIndex(thisRow.index()), null, null, {priority: 'event'});
          lastClickedRow = serverRowIndex(thisRow.index());
        });
        selectRows(false);  // in case users have specified pre-selected rows
        // restore selected rows after the table is redrawn (e.g. sort/search/page);
        // client-side tables will preserve the selections automatically; for
        // server-side tables, we have to *real* row indices are in `selected1`
        changeInput('rows_selected', selected1);
        if (server) table.on('draw.dt', function(e) { selectRows(false); });
        methods.selectRows = function(selected, ignoreSelectable) {
          selected1 = $.makeArray(selected);
          selectRows(ignoreSelectable);
          changeInput('rows_selected', selected1);
        }
      }

      if (inArray(selTarget, ['column', 'row+column'])) {
        if (selTarget === 'row+column') {
          $(table.columns().footer()).css('cursor', 'pointer');
        }
        // update selected2's value based on selectable2
        var onlyKeepSelectableCols = function() {
          if (selDisable) { // users can't select; useful when only want backend select
            selected2 = [];
            return;
          }
          if (selectable2.length === 0) return;
          var nonselectable = selectable2[0] <= 0;
          if (nonselectable) {
            // need to make selectable2 positive
            selected2 = $(selected2).not(selectable2.map(function(i) { return -i; })).get();
          } else {
            selected2 = $(selected2).filter(selectable2).get();
          }
        }
        // update selected2 and then
        // refresh the col selection state according to values in selected2
        var selectCols = function(ignoreSelectable) {
          if (!ignoreSelectable) onlyKeepSelectableCols();
          // if selected2 is not a valide index (e.g., larger than the column number)
          // table.columns(selected2) will fail and result in a blank table
          // this is different from the table.rows(), where the out-of-range indexes
          // doesn't affect at all
          selected2 = $(selected2).filter(table.columns().indexes()).get();
          table.columns().nodes().flatten().to$().removeClass(selClass);
          if (selected2.length > 0)
            table.columns(selected2).nodes().flatten().to$().addClass(selClass);
        }
        var callback = function() {
          var colIdx = selTarget === 'column' ? table.cell(this).index().column :
              $.inArray(this, table.columns().footer()),
              thisCol = $(table.column(colIdx).nodes());
          if (colIdx === -1) return;
          if (thisCol.hasClass(selClass)) {
            thisCol.removeClass(selClass);
            selected2.splice($.inArray(colIdx, selected2), 1);
          } else {
            if (selMode === 'single') $(table.cells().nodes()).removeClass(selClass);
            thisCol.addClass(selClass);
            selected2 = selMode === 'single' ? [colIdx] : unique(selected2.concat([colIdx]));
          }
          selectCols(false); // update selected2 based on selectable
          changeInput('columns_selected', selected2);
        }
        if (selTarget === 'column') {
          $(table.table().body()).on('click.dt', 'td', callback);
        } else {
          $(table.table().footer()).on('click.dt', 'tr th', callback);
        }
        selectCols(false);  // in case users have specified pre-selected columns
        changeInput('columns_selected', selected2);
        if (server) table.on('draw.dt', function(e) { selectCols(false); });
        methods.selectColumns = function(selected, ignoreSelectable) {
          selected2 = $.makeArray(selected);
          selectCols(ignoreSelectable);
          changeInput('columns_selected', selected2);
        }
      }

      if (selTarget === 'cell') {
        var selected3 = [], selectable3 = [];
        if (selected !== null) selected3 = selected;
        if (selectable !== null && typeof selectable !== 'boolean') selectable3 = selectable;
        var findIndex = function(ij, sel) {
          for (var i = 0; i < sel.length; i++) {
            if (ij[0] === sel[i][0] && ij[1] === sel[i][1]) return i;
          }
          return -1;
        }
         // Change selected3's value based on selectable3, then refresh the cell state
        var onlyKeepSelectableCells = function() {
          if (selDisable) { // users can't select; useful when only want backend select
            selected3 = [];
            return;
          }
          if (selectable3.length === 0) return;
          var nonselectable = selectable3[0][0] <= 0;
          var out = [];
          if (nonselectable) {
            selected3.map(function(ij) {
              // should make selectable3 positive
              if (findIndex([-ij[0], -ij[1]], selectable3) === -1) { out.push(ij); }
            });
          } else {
            selected3.map(function(ij) {
              if (findIndex(ij, selectable3) > -1) { out.push(ij); }
            });
          }
          selected3 = out;
        }
        // Change selected3's value based on selectable3, then
        // refresh the cell selection state according to values in selected3
        var selectCells = function(ignoreSelectable) {
          if (!ignoreSelectable) onlyKeepSelectableCells();
          table.$('td.' + selClass).removeClass(selClass);
          if (selected3.length === 0) return;
          if (server) {
            table.cells({page: 'current'}).every(function() {
              var info = tweakCellIndex(this);
              if (findIndex([info.row, info.col], selected3) > -1)
                $(this.node()).addClass(selClass);
            });
          } else {
            selected3.map(function(ij) {
              $(table.cell(ij[0] - 1, ij[1]).node()).addClass(selClass);
            });
          }
        };
        table.on('click.dt', 'tbody td', function() {
          var $this = $(this), info = tweakCellIndex(table.cell(this));
          if ($this.hasClass(selClass)) {
            $this.removeClass(selClass);
            selected3.splice(findIndex([info.row, info.col], selected3), 1);
          } else {
            if (selMode === 'single') $(table.cells().nodes()).removeClass(selClass);
            $this.addClass(selClass);
            selected3 = selMode === 'single' ? [[info.row, info.col]] :
              unique(selected3.concat([[info.row, info.col]]));
          }
          selectCells(false); // must call this to update selected3 based on selectable3
          changeInput('cells_selected', transposeArray2D(selected3), 'shiny.matrix');
        });
        selectCells(false);  // in case users have specified pre-selected columns
        changeInput('cells_selected', transposeArray2D(selected3), 'shiny.matrix');

        if (server) table.on('draw.dt', function(e) { selectCells(false); });
        methods.selectCells = function(selected, ignoreSelectable) {
          selected3 = selected ? selected : [];
          selectCells(ignoreSelectable);
          changeInput('cells_selected', transposeArray2D(selected3), 'shiny.matrix');
        }
      }
    }

    // expose some table info to Shiny
    var updateTableInfo = function(e, settings) {
      // TODO: is anyone interested in the page info?
      // changeInput('page_info', table.page.info());
      var updateRowInfo = function(id, modifier) {
        var idx;
        if (server) {
          idx = modifier.page === 'current' ? DT_rows_current : DT_rows_all;
        } else {
          var rows = table.rows($.extend({
            search: 'applied',
            page: 'all'
          }, modifier));
          idx = addOne(rows.indexes().toArray());
        }
        changeInput('rows' + '_' + id, idx);
      };
      updateRowInfo('current', {page: 'current'});
      updateRowInfo('all', {});
    }
    table.on('draw.dt', updateTableInfo);
    updateTableInfo();

    // state info
    table.on('draw.dt column-visibility.dt', function() {
      changeInput('state', table.state());
    });
    changeInput('state', table.state());

    // search info
    var updateSearchInfo = function() {
      changeInput('search', table.search());
      if (filterRow) changeInput('search_columns', filterRow.toArray().map(function(td) {
        return $(td).find('input').first().val();
      }));
    }
    table.on('draw.dt', updateSearchInfo);
    updateSearchInfo();

    var cellInfo = function(thiz) {
      var info = tweakCellIndex(table.cell(thiz));
      info.value = table.cell(thiz).data();
      return info;
    }
    // the current cell clicked on
    table.on('click.dt', 'tbody td', function() {
      changeInput('cell_clicked', cellInfo(this), null, null, {priority: 'event'});
    })
    changeInput('cell_clicked', {});

    // do not trigger table selection when clicking on links unless they have classes
    table.on('click.dt', 'tbody td a', function(e) {
      if (this.className === '') e.stopPropagation();
    });

    methods.addRow = function(data, rowname) {
      var data0 = table.row(0).data(), n = data0.length, d = n - data.length;
      if (d === 1) {
        data = rowname.concat(data)
      } else if (d !== 0) {
        console.log(data);
        console.log(data0);
        throw 'New data must be of the same length as current data (' + n + ')';
      };
      table.row.add(data).draw();
    }

    methods.updateSearch = function(keywords) {
      if (keywords.global !== null)
        $(table.table().container()).find('input[type=search]').first()
             .val(keywords.global).trigger('input');
      var columns = keywords.columns;
      if (!filterRow || columns === null) return;
      filterRow.toArray().map(function(td, i) {
        var v = typeof columns === 'string' ? columns : columns[i];
        if (typeof v === 'undefined') {
          console.log('The search keyword for column ' + i + ' is undefined')
          return;
        }
        $(td).find('input').first().val(v);
        searchColumn(i, v);
      });
      table.draw();
    }

    methods.hideCols = function(hide, reset) {
      if (reset) table.columns().visible(true, false);
      table.columns(hide).visible(false);
    }

    methods.showCols = function(show, reset) {
      if (reset) table.columns().visible(false, false);
      table.columns(show).visible(true);
    }

    methods.colReorder = function(order, origOrder) {
      table.colReorder.order(order, origOrder);
    }

    methods.selectPage = function(page) {
      if (table.page.info().pages < page || page < 1) {
        throw 'Selected page is out of range';
      };
      table.page(page - 1).draw(false);
    }

    methods.reloadData = function(resetPaging, clearSelection) {
      // empty selections first if necessary
      if (methods.selectRows && inArray('row', clearSelection)) methods.selectRows([]);
      if (methods.selectColumns && inArray('column', clearSelection)) methods.selectColumns([]);
      if (methods.selectCells && inArray('cell', clearSelection)) methods.selectCells([]);
      table.ajax.reload(null, resetPaging);
    }

    table.shinyMethods = methods;
  },
  resize: function(el, width, height, instance) {
    if (instance.data) this.renderValue(el, instance.data, instance);

    // dynamically adjust height if fillContainer = TRUE
    if (instance.fillContainer)
      this.fillAvailableHeight(el, height);

    this.adjustWidth(el);
  },

  // dynamically set the scroll body to fill available height
  // (used with fillContainer = TRUE)
  fillAvailableHeight: function(el, availableHeight) {

    // see how much of the table is occupied by header/footer elements
    // and use that to compute a target scroll body height
    var dtWrapper = $(el).find('div.dataTables_wrapper');
    var dtScrollBody = $(el).find($('div.dataTables_scrollBody'));
    var framingHeight = dtWrapper.innerHeight() - dtScrollBody.innerHeight();
    var scrollBodyHeight = availableHeight - framingHeight;

    // set the height
    dtScrollBody.height(scrollBodyHeight + 'px');
  },

  // adjust the width of columns; remove the hard-coded widths on table and the
  // scroll header when scrollX/Y are enabled
  adjustWidth: function(el) {
    var $el = $(el), table = $el.data('datatable');
    if (table) table.columns.adjust();
    $el.find('.dataTables_scrollHeadInner').css('width', '')
        .children('table').css('margin-left', '');
  }
});

  if (!HTMLWidgets.shinyMode) return;

  Shiny.addCustomMessageHandler('datatable-calls', function(data) {
    var id = data.id;
    var el = document.getElementById(id);
    var table = el ? $(el).data('datatable') : null;
    if (!table) {
      console.log("Couldn't find table with id " + id);
      return;
    }

    var methods = table.shinyMethods, call = data.call;
    if (methods[call.method]) {
      methods[call.method].apply(table, call.args);
    } else {
      console.log("Unknown method " + call.method);
    }
  });

})();
"></script>
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q.version="1.10.20";q.settings=[];q.models={};q.models.oSearch={bCaseInsensitive:!0,sSearch:"",bRegex:!1,bSmart:!0};q.models.oRow={nTr:null,anCells:null,_aData:[],_aSortData:null,_aFilterData:null,_sFilterRow:null,_sRowStripe:"",src:null,idx:-1};q.models.oColumn={idx:null,aDataSort:null,asSorting:null,bSearchable:null,bSortable:null,bVisible:null,_sManualType:null,_bAttrSrc:!1,fnCreatedCell:null,fnGetData:null,fnSetData:null,mData:null,mRender:null,nTh:null,nTf:null,sClass:null,sContentPadding:null,
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{oFeatures:{bAutoWidth:null,bDeferRender:null,bFilter:null,bInfo:null,bLengthChange:null,bPaginate:null,bProcessing:null,bServerSide:null,bSort:null,bSortMulti:null,bSortClasses:null,bStateSave:null},oScroll:{bCollapse:null,iBarWidth:0,sX:null,sXInner:null,sY:null},oLanguage:{fnInfoCallback:null},oBrowser:{bScrollOversize:!1,bScrollbarLeft:!1,bBounding:!1,barWidth:0},ajax:null,aanFeatures:[],aoData:[],aiDisplay:[],aiDisplayMaster:[],aIds:{},aoColumns:[],aoHeader:[],aoFooter:[],oPreviousSearch:{},
aoPreSearchCols:[],aaSorting:null,aaSortingFixed:[],asStripeClasses:null,asDestroyStripes:[],sDestroyWidth:0,aoRowCallback:[],aoHeaderCallback:[],aoFooterCallback:[],aoDrawCallback:[],aoRowCreatedCallback:[],aoPreDrawCallback:[],aoInitComplete:[],aoStateSaveParams:[],aoStateLoadParams:[],aoStateLoaded:[],sTableId:"",nTable:null,nTHead:null,nTFoot:null,nTBody:null,nTableWrapper:null,bDeferLoading:!1,bInitialised:!1,aoOpenRows:[],sDom:null,searchDelay:null,sPaginationType:"two_button",iStateDuration:0,
aoStateSave:[],aoStateLoad:[],oSavedState:null,oLoadedState:null,sAjaxSource:null,sAjaxDataProp:null,bAjaxDataGet:!0,jqXHR:null,json:p,oAjaxData:p,fnServerData:null,aoServerParams:[],sServerMethod:null,fnFormatNumber:null,aLengthMenu:null,iDraw:0,bDrawing:!1,iDrawError:-1,_iDisplayLength:10,_iDisplayStart:0,_iRecordsTotal:0,_iRecordsDisplay:0,oClasses:{},bFiltered:!1,bSorted:!1,bSortCellsTop:null,oInit:null,aoDestroyCallback:[],fnRecordsTotal:function(){return"ssp"==D(this)?1*this._iRecordsTotal:
this.aiDisplayMaster.length},fnRecordsDisplay:function(){return"ssp"==D(this)?1*this._iRecordsDisplay:this.aiDisplay.length},fnDisplayEnd:function(){var a=this._iDisplayLength,b=this._iDisplayStart,c=b+a,d=this.aiDisplay.length,e=this.oFeatures,f=e.bPaginate;return e.bServerSide?!1===f||-1===a?b+d:Math.min(b+a,this._iRecordsDisplay):!f||c>d||-1===a?d:c},oInstance:null,sInstance:null,iTabIndex:0,nScrollHead:null,nScrollFoot:null,aLastSort:[],oPlugins:{},rowIdFn:null,rowId:null};q.ext=C={buttons:{},
classes:{},builder:"-source-",errMode:"alert",feature:[],search:[],selector:{cell:[],column:[],row:[]},internal:{},legacy:{ajax:null},pager:{},renderer:{pageButton:{},header:{}},order:{},type:{detect:[],search:{},order:{}},_unique:0,fnVersionCheck:q.fnVersionCheck,iApiIndex:0,oJUIClasses:{},sVersion:q.version};f.extend(C,{afnFiltering:C.search,aTypes:C.type.detect,ofnSearch:C.type.search,oSort:C.type.order,afnSortData:C.order,aoFeatures:C.feature,oApi:C.internal,oStdClasses:C.classes,oPagination:C.pager});
f.extend(q.ext.classes,{sTable:"dataTable",sNoFooter:"no-footer",sPageButton:"paginate_button",sPageButtonActive:"current",sPageButtonDisabled:"disabled",sStripeOdd:"odd",sStripeEven:"even",sRowEmpty:"dataTables_empty",sWrapper:"dataTables_wrapper",sFilter:"dataTables_filter",sInfo:"dataTables_info",sPaging:"dataTables_paginate paging_",sLength:"dataTables_length",sProcessing:"dataTables_processing",sSortAsc:"sorting_asc",sSortDesc:"sorting_desc",sSortable:"sorting",sSortableAsc:"sorting_asc_disabled",
sSortableDesc:"sorting_desc_disabled",sSortableNone:"sorting_disabled",sSortColumn:"sorting_",sFilterInput:"",sLengthSelect:"",sScrollWrapper:"dataTables_scroll",sScrollHead:"dataTables_scrollHead",sScrollHeadInner:"dataTables_scrollHeadInner",sScrollBody:"dataTables_scrollBody",sScrollFoot:"dataTables_scrollFoot",sScrollFootInner:"dataTables_scrollFootInner",sHeaderTH:"",sFooterTH:"",sSortJUIAsc:"",sSortJUIDesc:"",sSortJUI:"",sSortJUIAscAllowed:"",sSortJUIDescAllowed:"",sSortJUIWrapper:"",sSortIcon:"",
sJUIHeader:"",sJUIFooter:""});var Pb=q.ext.pager;f.extend(Pb,{simple:function(a,b){return["previous","next"]},full:function(a,b){return["first","previous","next","last"]},numbers:function(a,b){return[ka(a,b)]},simple_numbers:function(a,b){return["previous",ka(a,b),"next"]},full_numbers:function(a,b){return["first","previous",ka(a,b),"next","last"]},first_last_numbers:function(a,b){return["first",ka(a,b),"last"]},_numbers:ka,numbers_length:7});f.extend(!0,q.ext.renderer,{pageButton:{_:function(a,b,
c,d,e,h){var g=a.oClasses,k=a.oLanguage.oPaginate,l=a.oLanguage.oAria.paginate||{},n,m,q=0,t=function(b,d){var p,r=g.sPageButtonDisabled,u=function(b){Xa(a,b.data.action,!0)};var w=0;for(p=d.length;w<p;w++){var v=d[w];if(f.isArray(v)){var x=f("<"+(v.DT_el||"div")+"/>").appendTo(b);t(x,v)}else{n=null;m=v;x=a.iTabIndex;switch(v){case "ellipsis":b.append('<span class="ellipsis">&#x2026;</span>');break;case "first":n=k.sFirst;0===e&&(x=-1,m+=" "+r);break;case "previous":n=k.sPrevious;0===e&&(x=-1,m+=
" "+r);break;case "next":n=k.sNext;e===h-1&&(x=-1,m+=" "+r);break;case "last":n=k.sLast;e===h-1&&(x=-1,m+=" "+r);break;default:n=v+1,m=e===v?g.sPageButtonActive:""}null!==n&&(x=f("<a>",{"class":g.sPageButton+" "+m,"aria-controls":a.sTableId,"aria-label":l[v],"data-dt-idx":q,tabindex:x,id:0===c&&"string"===typeof v?a.sTableId+"_"+v:null}).html(n).appendTo(b),$a(x,{action:v},u),q++)}}};try{var v=f(b).find(y.activeElement).data("dt-idx")}catch(mc){}t(f(b).empty(),d);v!==p&&f(b).find("[data-dt-idx="+
v+"]").focus()}}});f.extend(q.ext.type.detect,[function(a,b){b=b.oLanguage.sDecimal;return db(a,b)?"num"+b:null},function(a,b){if(a&&!(a instanceof Date)&&!cc.test(a))return null;b=Date.parse(a);return null!==b&&!isNaN(b)||P(a)?"date":null},function(a,b){b=b.oLanguage.sDecimal;return db(a,b,!0)?"num-fmt"+b:null},function(a,b){b=b.oLanguage.sDecimal;return Ub(a,b)?"html-num"+b:null},function(a,b){b=b.oLanguage.sDecimal;return Ub(a,b,!0)?"html-num-fmt"+b:null},function(a,b){return P(a)||"string"===
typeof a&&-1!==a.indexOf("<")?"html":null}]);f.extend(q.ext.type.search,{html:function(a){return P(a)?a:"string"===typeof a?a.replace(Rb," ").replace(Ea,""):""},string:function(a){return P(a)?a:"string"===typeof a?a.replace(Rb," "):a}});var Da=function(a,b,c,d){if(0!==a&&(!a||"-"===a))return-Infinity;b&&(a=Tb(a,b));a.replace&&(c&&(a=a.replace(c,"")),d&&(a=a.replace(d,"")));return 1*a};f.extend(C.type.order,{"date-pre":function(a){a=Date.parse(a);return isNaN(a)?-Infinity:a},"html-pre":function(a){return P(a)?
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<h1 class="title toc-ignore">Occasional Editors 2021: Interim Report</h1>
<h4 class="author">Goran S. Milovanovic, Data Scientist, WMDE</h4>
<h4 class="date">November 3, 2021</h4>
</div>
<!-- rnb-text-begin -->
<p><strong>Feedback</strong> should be send to <code>goran.milovanovic_ext@wikimedia.de</code>.</p>
<p>The campaign is run from 2021/10/18 to 2021/10/31.</p>
<p><strong>CURRENT UPDATE:</strong> Complete dataset as of 2021/10/31.</p>
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
<div id="data-acquisiton" class="section level2">
<h2>0. Data Acquisiton</h2>
<p><strong>NOTE:</strong> the Data Acquisition code chunk is not fully reproducible from this Report. The data are collected by running an R script on <code>stat1007.eqiad.wmnet</code>, collecting the data as <code>.tsv</code> and <code>.csv</code> files, copying manually, and processing locally.</p>
<div id="daily-update" class="section level3">
<h3>0.1 Daily Update</h3>
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin {"data":["### ----------------------------------------------------------------","### --- WMDE 2021 Ocassional Editors","### --- https://phabricator.wikimedia.org/T291635","### ----------------------------------------------------------------","","### ----------------------------------------------------------------","### --- Campaign Description and Parameters","### ----------------------------------------------------------------","","# - Landing Pages:","# - Landing Page 1: https://de.wikipedia.org/wiki/Wikipedia:Wikimedia_Deutschland/DeinEngagement","# - Landing Page 2a: https://tools.wmflabs.org/mitmachen/","# - Landing Page 2b: https://de.wikipedia.org/wiki/Wikipedia:Wikimedia_Deutschland/LerneWikipedia","# - Landing Page 2c: https://de.wikipedia.org/wiki/Wikipedia:F%C3%B6rderung/F%C3%B6rderangebote","# - Campaign tags:","# - WMDE_oceditors_fall_2021","","# - Start of the banner campaign: October 12th","# - End of the banner campaign: October 26 th","# - Tracking test: October 5 - 7","# - Preliminary report for tracking: beginning of November","# - Track editing behavior four weeks after end of campaign: November 23rd","# - final report for tracking: beginning of December","","### --- libraries","library(tidyverse)","library(data.table)","library(lubridate)","","### --- campaign specifics","campaignName <- 'OccasionalEditors_2021'","","### --- dir structure","campaignPath <- '/home/goransm/Analytics/NewEditors/2021_OccasionalEditors/'","dataDir <- paste0(campaignPath, \"_data/\")","analyticsDir <- paste0(campaignPath, \"_analytics/\")","publicDir <- '/srv/published/datasets/wmde-analytics-engineering/NewEditors/campaigns/2021_OccasionalEditors/'","","### --- determine cetDay","cetDay <- Sys.time()","cetDay","attr(cetDay, \"tzone\") <- \"Europe/Berlin\"","# - one day behind for crontab","# - (i.e. waiting for wmf.webrequest to complete is data acquisition)","cetDay <- ymd(","  strsplit(as.character(cetDay), ","           split = \" \", ","           fixed = T)[[1]][1]",") - 1","","### ----------------------------------------------------------","### --- Banner Interactions:","### --- via event.WMDEBannerInteractions","### --- https://meta.wikimedia.org/wiki/Schema:WMDEBannerInteractions","### ----------------------------------------------------------","","# - select dt, event.bannerName, event.bannerAction, event.bannerImpressions, event.userID ","# - from event.wmdebannerinteractions where year=2020 and month=5 and (day=11 or day=12 or day=13);","","# - function: wmde_banner_actions","wmde_banner_actions <- function(uri_query_filter,","                                cetDay,","                                queryFile,","                                fileName,","                                analyticsDir,","                                campaignName) {","  ","  # - NOTE:","  # - expected format for cetDay is: YYYY-MM-DD","  ","  # - WHERE condition: create datetime_condition","  cet_condition <- seq(","    from = as.POSIXct(paste0(cetDay,\" 0:00\"), tz = \"Europe/Berlin\"),","    to = as.POSIXct(paste0(cetDay,\" 23:00\"), tz = \"Europe/Berlin\"),","    by = \"hour\"","  ) ","  attr(cet_condition, \"tzone\") <- \"UTC\"","  cet_condition <- as.character(cet_condition)","  cet_condition <- unlist(str_extract_all(cet_condition, \"^([[:digit:]]|\\\\s|-)*\"))","  cet_years <- sapply(","    strsplit(cet_condition, split = \" \", fixed = T), function(x) {","      strsplit(x, split = \"-\")[[1]][1]","    })","  cet_months <- sapply(","    strsplit(cet_condition, split = \" \", fixed = T), function(x) {","      strsplit(x, split = \"-\")[[1]][2]","    })","  cet_months <- gsub(\"^0\", \"\", cet_months)","  cet_days <- sapply(","    strsplit(cet_condition, split = \" \", fixed = T), function(x) {","      strsplit(x, split = \"-\")[[1]][3]","    })","  cet_days <- gsub(\"^0\", \"\", cet_days)","  cet_hours <- sapply(strsplit(cet_condition, split = \" \", fixed = T), ","                      function(x) {","                        x[2]","                      })","  cet_hours <- gsub(\"^0\", \"\", cet_hours)","  datetimeCondition <- paste0(","    \"year = \", cet_years, \" AND \",","    \"month = \", cet_months, \" AND \",","    \"day = \", cet_days, \" AND \", ","    \"hour = \", cet_hours","  )","  datetimeCondition <- paste(\"(\", ","                             datetimeCondition, ","                             \")\",","                             collapse = \" OR \", ","                             sep = \"\")","  ","  ","  # - WHERE condition: create eventBannerName_condition","  if (length(uri_query_filter) > 1) {","    eventBannerName_condition <- paste0(\"(\",","                                        paste(","                                          paste0(\"event.bannerName LIKE '%\", uri_query_filter, \"%'\"),","                                          collapse = \" OR \", sep = \" \"),","                                        \")\"","    )","  } else {","    eventBannerName_condition = paste0(\"event.bannerName LIKE '%\", uri_query_filter, \"%'\")","  }","  ","  # - compose HiveQL query","  hiveQuery <- paste0( ","    \"select dt, event.bannerName, event.bannerAction, event.bannerImpressions, event.userID from event.wmdebannerinteractions ","    WHERE (\",","    eventBannerName_condition, \" AND \",","    \"(\", datetimeCondition, \")\",","    \");\"","  )","  ","  # - write hql","  write(hiveQuery, paste0(dataDir, queryFile))","  # - execute hql script:","  kerberosPrefix <- ","    'sudo -u analytics-privatedata kerberos-run-command analytics-privatedata '","  # - Kerberos init","  system(command = paste0(kerberosPrefix, ' hdfs dfs -ls'), ","         wait = T)","  # - Run query","  query <- system(command = paste(kerberosPrefix, ","                                  '/usr/local/bin/beeline --incremental=true --silent -f \"',","                                  paste0(dataDir, queryFile),","                                  '\" > ', dataDir, fileName,","                                  sep = \"\"),","                  wait = TRUE)","  ","  # - Wrangle Banner Interactions","  # - load","  bannerData <- tryCatch({","    as.data.frame(fread(paste0(dataDir, fileName)))","  },","  error = function(condition) {","    return(FALSE)","  })","  ","  # - process","  if (class(bannerData) == 'logical') {","    ","    return(FALSE) ","    ","  } else { ","    ","    # - whoClicked","    whoClicked <- bannerData %>% ","      dplyr::filter(banneraction == \"banner-clicked\")","    whoClicked <- data.frame(userid = unique(whoClicked$userid))","    ","    # - store:","    write.csv(whoClicked, ","              paste0(analyticsDir, ","                     \"whoClicked_\",","                     strsplit(","                       strsplit(fileName, split = \"_\", fixed = T)[[1]][2],","                       split = \".\", ","                       fixed = T)[[1]][1],","                     \".csv\"","              )","    )","    ","    # - process bannerData","    bannerData <- t(table(bannerData$banneraction,","                          bannerData$bannername))","    bannerData <- as.data.frame(bannerData)","    colnames(bannerData) <- c('banner', 'action', 'count')","    bannerData$day <- cetDay","    bannerData$campaign <- campaignName","    ","    # - store:","    write.csv(bannerData, ","              paste0(analyticsDir, ","                     \"bannerInteractionsAggregated_\",","                     strsplit(","                       strsplit(fileName, split = \"_\", fixed = T)[[1]][2],","                       split = \".\", ","                       fixed = T)[[1]][1],","                     \".csv\"","              ))","  }","  ","}","","# - set params for wmde_banner_actions()","queryFile <- paste0(campaignName, \"_bannerInteractions.hql\")","fileName <- paste0(\"bannerInteractions_\", cetDay, \".tsv\")","uri_query_filter <- 'WMDE_oceditors_fall_2021'","banner_status <- wmde_banner_actions(uri_query_filter = uri_query_filter,","                                     cetDay = cetDay,","                                     queryFile = queryFile,","                                     fileName = fileName,","                                     analyticsDir = analyticsDir, ","                                     campaignName = campaignName)","","### ----------------------------------------------------------","### --- Pageviews","### ----------------------------------------------------------","","# - function: wmde_collect_pageviews","wmde_collect_pageviews <- function(uri_host,","                                   uri_path,","                                   cetDay,","                                   queryFile,","                                   fileName,","                                   dataDir) {","  ","  # - NOTE:","  # - expected format for cetDay is: YYYY-MM-DD","  ","  # - to dataDir","  setwd(dataDir)","  ","  # - libraries","  library(stringr)","  ","  # - WHERE condition: create datetime_condition","  cet_condition <- seq(","    from = as.POSIXct(paste0(cetDay,\" 0:00\"), tz = \"Europe/Berlin\"),","    to = as.POSIXct(paste0(cetDay,\" 23:00\"), tz = \"Europe/Berlin\"),","    by = \"hour\"","  ) ","  attr(cet_condition, \"tzone\") <- \"UTC\"","  cet_condition <- as.character(cet_condition)","  cet_condition <- unlist(str_extract_all(cet_condition, \"^([[:digit:]]|\\\\s|-)*\"))","  cet_years <- sapply(","    strsplit(cet_condition, split = \" \", fixed = T), function(x) {","      strsplit(x, split = \"-\")[[1]][1]","    })","  cet_months <- sapply(","    strsplit(cet_condition, split = \" \", fixed = T), function(x) {","      strsplit(x, split = \"-\")[[1]][2]","    })","  cet_months <- gsub(\"^0\", \"\", cet_months)","  cet_days <- sapply(","    strsplit(cet_condition, split = \" \", fixed = T), function(x) {","      strsplit(x, split = \"-\")[[1]][3]","    })","  cet_days <- gsub(\"^0\", \"\", cet_days)","  cet_hours <- sapply(strsplit(cet_condition, split = \" \", fixed = T), ","                      function(x) {","                        x[2]","                      })","  cet_hours <- gsub(\"^0\", \"\", cet_hours)","  datetimeCondition <- paste0(","    \"year = \", cet_years, \" AND \",","    \"month = \", cet_months, \" AND \",","    \"day = \", cet_days, \" AND \", ","    \"hour = \", cet_hours","  )","  datetimeCondition <- paste(\"(\", ","                             datetimeCondition, ","                             \")\",","                             collapse = \" OR \", ","                             sep = \"\")","  ","  # - WHERE condition: create uri_host_condition","  if (length(uri_host) > 1) {","    uri_host_condition <- paste0(\"(\",","                                 paste(","                                   paste0(\"uri_host = '\", uri_host, \"'\"),","                                   collapse = \" OR \", sep = \" \"),","                                 \")\"","    )","  } else {","    uri_host_condition = paste0(\"uri_host = '\", uri_host, \"'\")","  }","  ","  # - WHERE condition: create uri_path_condition","  if (length(uri_path) > 1) {","    uri_path_condition <- paste0(\"(\",","                                 paste(","                                   paste0(\"uri_path = '\", uri_path, \"'\"),","                                   collapse = \" OR \", sep = \" \"),","                                 \")\"","    )","  } else {","    uri_path_condition = paste0(\"uri_path = '\", uri_path, \"'\")","  }","  ","  # - compose HiveQL query","  hiveQuery <- paste0( ","    \"USE wmf;","    SELECT uri_host, uri_path, uri_query, referer FROM webrequest","    WHERE (\",","    uri_host_condition, \" AND \",","    uri_path_condition, \" AND \",","    \"(\", datetimeCondition, \")\",","    \");\"","  )","  ","  # - write hql","  write(hiveQuery, queryFile)","  # - execute hql script:","  kerberosPrefix <- ","    'sudo -u analytics-privatedata kerberos-run-command analytics-privatedata '","  # - Kerberos init","  system(command = paste0(kerberosPrefix, ' hdfs dfs -ls'), ","         wait = T)","  # - Run query","  query <- system(command = paste(kerberosPrefix, ","                                  '/usr/local/bin/beeline --incremental=true --silent -f \"',","                                  paste0(dataDir, queryFile),","                                  '\" > ', dataDir, fileName,","                                  sep = \"\"),","                  wait = TRUE)","}","","# - set params to wmde_collect_pageviews","uri_host <- c('de.wikipedia.org', 'de.m.wikipedia.org')","uri_path  <- c('/wiki/Wikipedia:Wikimedia_Deutschland/DeinEngagement',","               '/wiki/Wikipedia:Wikimedia_Deutschland/LerneWikipedia', ","               '/wiki/Wikipedia:F%C3%B6rderung/F%C3%B6rderangebote')","queryFile <- 'WMDE_oceditors_fall_2021_Pageviews.hql'","fileName <- paste0(\"pageviews_\", cetDay, \".tsv\")","","# - collect Pageviews data","wmde_collect_pageviews(uri_host,","                       uri_path,","                       cetDay,","                       queryFile,","                       fileName,","                       dataDir)","","### --- Wrangle Pageviews","# - function: wmde_process_pageviews","wmde_process_pageviews <- function(fileName,","                                   dataDir, ","                                   uri_query_filter,","                                   page_filter,","                                   cetDay = cetDay,","                                   campaignName = campaignName) {","  ","  # - to dataDir","  setwd(dataDir)","  ","  # - libraries","  library(stringr)","  library(dplyr)","  library(tidyr)","  library(data.table)","  ","  # - load","  pageviewsData <- readLines(fileName)","  wStart <- which(grepl(\"uri_host\", pageviewsData))","  pageviewsData <- pageviewsData[(wStart + 1):(length(pageviewsData) - 1)]","  pageviewsData <- data.frame(dat = pageviewsData, ","                              stringsAsFactors = F)","  pageviewsData <- separate(pageviewsData,","                            dat,","                            into = c('uri_host', 'uri_path', 'uri_query', 'referer'),","                            sep = \"\\t\")","  # - apply page_filter","  wFilter1 <- unique(unname(unlist(sapply(page_filter, function (x) {","    which(grepl(x, pageviewsData$uri_path))","  }))))","  pageviewsData <- pageviewsData[wFilter1, ]","  # - apply uri_query_filter","  w_uri_query_1 <- which(grepl(uri_query_filter, pageviewsData$uri_query))","  w_uri_query_2 <- which(grepl(uri_query_filter, pageviewsData$referer))","  w_uri_query <- unique(c(w_uri_query_1, w_uri_query_2))","","  if (length(w_uri_query) > 0) {","    ","    # - filter for w_uri_query","    pageviewsData <- pageviewsData[w_uri_query, ] ","    ","    # - copy uri_query from referer where uri_query is empty:","    wCuriq <- which(pageviewsData$uri_query == \"\")","    curiq <- stringr::str_extract(pageviewsData$referer[wCuriq], ","                                  paste0(uri_query_filter, \".+$\"))","    pageviewsData$uri_query[wCuriq] <- curiq","    # - remove ?campaign= from pageviewsData$uri_query","    pageviewsData$uri_query <- gsub(\"?campaign=\", ","                                    \"\",","                                    pageviewsData$uri_query, ","                                    fixed = T)","    ","    # - aggregate:","    pageviewsData$uri_path <- paste0(pageviewsData$uri_host, pageviewsData$uri_path)","    pageviewsData$uri_host <- NULL","    pageviewsData$page <- NULL","    pageviewsData$referer <- NULL","    pageviewsData <- pageviewsData %>% ","      dplyr::select(uri_query, uri_path) %>% ","      dplyr::group_by(uri_query, uri_path) %>% ","      dplyr::summarise(pageviews = n())","    colnames(pageviewsData) <- c('Tag', 'Page', 'Pageviews')","    ","    # - add cetDay, campaignName","    pageviewsData$date <- cetDay","    pageviewsData$campaign <- campaignName","    ","    # - store:","    write.csv(pageviewsData, ","              paste0(analyticsDir, ","                     \"pageviewsAggregated_\",","                     strsplit(","                       strsplit(fileName, split = \"_\", fixed = T)[[1]][2],","                       split = \".\", ","                       fixed = T)[[1]][1],","                     \".csv\"","              )","    )","    ","  }","  ","}","","# - set params to wmde_process_pageviews","uri_query_filter <- 'WMDE_oceditors_fall_2021'","page_filter <- c('/wiki/Wikipedia:Wikimedia_Deutschland/DeinEngagement',","                 '/wiki/Wikipedia:Wikimedia_Deutschland/LerneWikipedia', ","                 '/wiki/Wikipedia:F%C3%B6rderung/F%C3%B6rderangebote')","","# - wrangle pageviews","wmde_process_pageviews(fileName = fileName,","                       dataDir = dataDir,","                       uri_query_filter = uri_query_filter, ","                       page_filter = page_filter,","                       cetDay = cetDay,","                       campaignName = campaignName)","","","### ---------------------------------------------------------------------------","### --- Compose and copy to publicDir","### ---------------------------------------------------------------------------","","lF <- list.files(analyticsDir)","lF <- lF[grepl(\"Aggregated\", lF)]","lFp <- lF[grepl(\"pageviews\", lF)]","lFp <- lapply(paste0(analyticsDir, lFp),","              data.table::fread)","lFp <- data.table::rbindlist(lFp)","write.csv(lFp, ","          paste0(publicDir, ","                 \"2021_OccasionalEditors_Pageviews.csv\"))","lFb <- lF[grepl(\"banner\", lF)]","lFb <- lapply(paste0(analyticsDir, lFb),","              data.table::fread)","lFb <- data.table::rbindlist(lFb)","write.csv(lFb, ","          paste0(publicDir, ","                 \"2021_OccasionalEditors_Banners.csv\"))","","","### ----------------------------------------------------------","### --- User Edits","### ----------------------------------------------------------"]} -->
<pre class="r"><code>### ----------------------------------------------------------------
### --- WMDE 2021 Ocassional Editors
### --- https://phabricator.wikimedia.org/T291635
### ----------------------------------------------------------------
### ----------------------------------------------------------------
### --- Campaign Description and Parameters
### ----------------------------------------------------------------
# - Landing Pages:
# - Landing Page 1: https://de.wikipedia.org/wiki/Wikipedia:Wikimedia_Deutschland/DeinEngagement
# - Landing Page 2a: https://tools.wmflabs.org/mitmachen/
# - Landing Page 2b: https://de.wikipedia.org/wiki/Wikipedia:Wikimedia_Deutschland/LerneWikipedia
# - Landing Page 2c: https://de.wikipedia.org/wiki/Wikipedia:F%C3%B6rderung/F%C3%B6rderangebote
# - Campaign tags:
# - WMDE_oceditors_fall_2021
# - Start of the banner campaign: October 12th
# - End of the banner campaign: October 26 th
# - Tracking test: October 5 - 7
# - Preliminary report for tracking: beginning of November
# - Track editing behavior four weeks after end of campaign: November 23rd
# - final report for tracking: beginning of December
### --- libraries
library(tidyverse)
library(data.table)
library(lubridate)
### --- campaign specifics
campaignName &lt;- &#39;OccasionalEditors_2021&#39;
### --- dir structure
campaignPath &lt;- &#39;/home/goransm/Analytics/NewEditors/2021_OccasionalEditors/&#39;
dataDir &lt;- paste0(campaignPath, &quot;_data/&quot;)
analyticsDir &lt;- paste0(campaignPath, &quot;_analytics/&quot;)
publicDir &lt;- &#39;/srv/published/datasets/wmde-analytics-engineering/NewEditors/campaigns/2021_OccasionalEditors/&#39;
### --- determine cetDay
cetDay &lt;- Sys.time()
cetDay
attr(cetDay, &quot;tzone&quot;) &lt;- &quot;Europe/Berlin&quot;
# - one day behind for crontab
# - (i.e. waiting for wmf.webrequest to complete is data acquisition)
cetDay &lt;- ymd(
strsplit(as.character(cetDay),
split = &quot; &quot;,
fixed = T)[[1]][1]
) - 1
### ----------------------------------------------------------
### --- Banner Interactions:
### --- via event.WMDEBannerInteractions
### --- https://meta.wikimedia.org/wiki/Schema:WMDEBannerInteractions
### ----------------------------------------------------------
# - select dt, event.bannerName, event.bannerAction, event.bannerImpressions, event.userID
# - from event.wmdebannerinteractions where year=2020 and month=5 and (day=11 or day=12 or day=13);
# - function: wmde_banner_actions
wmde_banner_actions &lt;- function(uri_query_filter,
cetDay,
queryFile,
fileName,
analyticsDir,
campaignName) {
# - NOTE:
# - expected format for cetDay is: YYYY-MM-DD
# - WHERE condition: create datetime_condition
cet_condition &lt;- seq(
from = as.POSIXct(paste0(cetDay,&quot; 0:00&quot;), tz = &quot;Europe/Berlin&quot;),
to = as.POSIXct(paste0(cetDay,&quot; 23:00&quot;), tz = &quot;Europe/Berlin&quot;),
by = &quot;hour&quot;
)
attr(cet_condition, &quot;tzone&quot;) &lt;- &quot;UTC&quot;
cet_condition &lt;- as.character(cet_condition)
cet_condition &lt;- unlist(str_extract_all(cet_condition, &quot;^([[:digit:]]|\\s|-)*&quot;))
cet_years &lt;- sapply(
strsplit(cet_condition, split = &quot; &quot;, fixed = T), function(x) {
strsplit(x, split = &quot;-&quot;)[[1]][1]
})
cet_months &lt;- sapply(
strsplit(cet_condition, split = &quot; &quot;, fixed = T), function(x) {
strsplit(x, split = &quot;-&quot;)[[1]][2]
})
cet_months &lt;- gsub(&quot;^0&quot;, &quot;&quot;, cet_months)
cet_days &lt;- sapply(
strsplit(cet_condition, split = &quot; &quot;, fixed = T), function(x) {
strsplit(x, split = &quot;-&quot;)[[1]][3]
})
cet_days &lt;- gsub(&quot;^0&quot;, &quot;&quot;, cet_days)
cet_hours &lt;- sapply(strsplit(cet_condition, split = &quot; &quot;, fixed = T),
function(x) {
x[2]
})
cet_hours &lt;- gsub(&quot;^0&quot;, &quot;&quot;, cet_hours)
datetimeCondition &lt;- paste0(
&quot;year = &quot;, cet_years, &quot; AND &quot;,
&quot;month = &quot;, cet_months, &quot; AND &quot;,
&quot;day = &quot;, cet_days, &quot; AND &quot;,
&quot;hour = &quot;, cet_hours
)
datetimeCondition &lt;- paste(&quot;(&quot;,
datetimeCondition,
&quot;)&quot;,
collapse = &quot; OR &quot;,
sep = &quot;&quot;)
# - WHERE condition: create eventBannerName_condition
if (length(uri_query_filter) &gt; 1) {
eventBannerName_condition &lt;- paste0(&quot;(&quot;,
paste(
paste0(&quot;event.bannerName LIKE &#39;%&quot;, uri_query_filter, &quot;%&#39;&quot;),
collapse = &quot; OR &quot;, sep = &quot; &quot;),
&quot;)&quot;
)
} else {
eventBannerName_condition = paste0(&quot;event.bannerName LIKE &#39;%&quot;, uri_query_filter, &quot;%&#39;&quot;)
}
# - compose HiveQL query
hiveQuery &lt;- paste0(
&quot;select dt, event.bannerName, event.bannerAction, event.bannerImpressions, event.userID from event.wmdebannerinteractions
WHERE (&quot;,
eventBannerName_condition, &quot; AND &quot;,
&quot;(&quot;, datetimeCondition, &quot;)&quot;,
&quot;);&quot;
)
# - write hql
write(hiveQuery, paste0(dataDir, queryFile))
# - execute hql script:
kerberosPrefix &lt;-
&#39;sudo -u analytics-privatedata kerberos-run-command analytics-privatedata &#39;
# - Kerberos init
system(command = paste0(kerberosPrefix, &#39; hdfs dfs -ls&#39;),
wait = T)
# - Run query
query &lt;- system(command = paste(kerberosPrefix,
&#39;/usr/local/bin/beeline --incremental=true --silent -f &quot;&#39;,
paste0(dataDir, queryFile),
&#39;&quot; &gt; &#39;, dataDir, fileName,
sep = &quot;&quot;),
wait = TRUE)
# - Wrangle Banner Interactions
# - load
bannerData &lt;- tryCatch({
as.data.frame(fread(paste0(dataDir, fileName)))
},
error = function(condition) {
return(FALSE)
})
# - process
if (class(bannerData) == &#39;logical&#39;) {
return(FALSE)
} else {
# - whoClicked
whoClicked &lt;- bannerData %&gt;%
dplyr::filter(banneraction == &quot;banner-clicked&quot;)
whoClicked &lt;- data.frame(userid = unique(whoClicked$userid))
# - store:
write.csv(whoClicked,
paste0(analyticsDir,
&quot;whoClicked_&quot;,
strsplit(
strsplit(fileName, split = &quot;_&quot;, fixed = T)[[1]][2],
split = &quot;.&quot;,
fixed = T)[[1]][1],
&quot;.csv&quot;
)
)
# - process bannerData
bannerData &lt;- t(table(bannerData$banneraction,
bannerData$bannername))
bannerData &lt;- as.data.frame(bannerData)
colnames(bannerData) &lt;- c(&#39;banner&#39;, &#39;action&#39;, &#39;count&#39;)
bannerData$day &lt;- cetDay
bannerData$campaign &lt;- campaignName
# - store:
write.csv(bannerData,
paste0(analyticsDir,
&quot;bannerInteractionsAggregated_&quot;,
strsplit(
strsplit(fileName, split = &quot;_&quot;, fixed = T)[[1]][2],
split = &quot;.&quot;,
fixed = T)[[1]][1],
&quot;.csv&quot;
))
}
}
# - set params for wmde_banner_actions()
queryFile &lt;- paste0(campaignName, &quot;_bannerInteractions.hql&quot;)
fileName &lt;- paste0(&quot;bannerInteractions_&quot;, cetDay, &quot;.tsv&quot;)
uri_query_filter &lt;- &#39;WMDE_oceditors_fall_2021&#39;
banner_status &lt;- wmde_banner_actions(uri_query_filter = uri_query_filter,
cetDay = cetDay,
queryFile = queryFile,
fileName = fileName,
analyticsDir = analyticsDir,
campaignName = campaignName)
### ----------------------------------------------------------
### --- Pageviews
### ----------------------------------------------------------
# - function: wmde_collect_pageviews
wmde_collect_pageviews &lt;- function(uri_host,
uri_path,
cetDay,
queryFile,
fileName,
dataDir) {
# - NOTE:
# - expected format for cetDay is: YYYY-MM-DD
# - to dataDir
setwd(dataDir)
# - libraries
library(stringr)
# - WHERE condition: create datetime_condition
cet_condition &lt;- seq(
from = as.POSIXct(paste0(cetDay,&quot; 0:00&quot;), tz = &quot;Europe/Berlin&quot;),
to = as.POSIXct(paste0(cetDay,&quot; 23:00&quot;), tz = &quot;Europe/Berlin&quot;),
by = &quot;hour&quot;
)
attr(cet_condition, &quot;tzone&quot;) &lt;- &quot;UTC&quot;
cet_condition &lt;- as.character(cet_condition)
cet_condition &lt;- unlist(str_extract_all(cet_condition, &quot;^([[:digit:]]|\\s|-)*&quot;))
cet_years &lt;- sapply(
strsplit(cet_condition, split = &quot; &quot;, fixed = T), function(x) {
strsplit(x, split = &quot;-&quot;)[[1]][1]
})
cet_months &lt;- sapply(
strsplit(cet_condition, split = &quot; &quot;, fixed = T), function(x) {
strsplit(x, split = &quot;-&quot;)[[1]][2]
})
cet_months &lt;- gsub(&quot;^0&quot;, &quot;&quot;, cet_months)
cet_days &lt;- sapply(
strsplit(cet_condition, split = &quot; &quot;, fixed = T), function(x) {
strsplit(x, split = &quot;-&quot;)[[1]][3]
})
cet_days &lt;- gsub(&quot;^0&quot;, &quot;&quot;, cet_days)
cet_hours &lt;- sapply(strsplit(cet_condition, split = &quot; &quot;, fixed = T),
function(x) {
x[2]
})
cet_hours &lt;- gsub(&quot;^0&quot;, &quot;&quot;, cet_hours)
datetimeCondition &lt;- paste0(
&quot;year = &quot;, cet_years, &quot; AND &quot;,
&quot;month = &quot;, cet_months, &quot; AND &quot;,
&quot;day = &quot;, cet_days, &quot; AND &quot;,
&quot;hour = &quot;, cet_hours
)
datetimeCondition &lt;- paste(&quot;(&quot;,
datetimeCondition,
&quot;)&quot;,
collapse = &quot; OR &quot;,
sep = &quot;&quot;)
# - WHERE condition: create uri_host_condition
if (length(uri_host) &gt; 1) {
uri_host_condition &lt;- paste0(&quot;(&quot;,
paste(
paste0(&quot;uri_host = &#39;&quot;, uri_host, &quot;&#39;&quot;),
collapse = &quot; OR &quot;, sep = &quot; &quot;),
&quot;)&quot;
)
} else {
uri_host_condition = paste0(&quot;uri_host = &#39;&quot;, uri_host, &quot;&#39;&quot;)
}
# - WHERE condition: create uri_path_condition
if (length(uri_path) &gt; 1) {
uri_path_condition &lt;- paste0(&quot;(&quot;,
paste(
paste0(&quot;uri_path = &#39;&quot;, uri_path, &quot;&#39;&quot;),
collapse = &quot; OR &quot;, sep = &quot; &quot;),
&quot;)&quot;
)
} else {
uri_path_condition = paste0(&quot;uri_path = &#39;&quot;, uri_path, &quot;&#39;&quot;)
}
# - compose HiveQL query
hiveQuery &lt;- paste0(
&quot;USE wmf;
SELECT uri_host, uri_path, uri_query, referer FROM webrequest
WHERE (&quot;,
uri_host_condition, &quot; AND &quot;,
uri_path_condition, &quot; AND &quot;,
&quot;(&quot;, datetimeCondition, &quot;)&quot;,
&quot;);&quot;
)
# - write hql
write(hiveQuery, queryFile)
# - execute hql script:
kerberosPrefix &lt;-
&#39;sudo -u analytics-privatedata kerberos-run-command analytics-privatedata &#39;
# - Kerberos init
system(command = paste0(kerberosPrefix, &#39; hdfs dfs -ls&#39;),
wait = T)
# - Run query
query &lt;- system(command = paste(kerberosPrefix,
&#39;/usr/local/bin/beeline --incremental=true --silent -f &quot;&#39;,
paste0(dataDir, queryFile),
&#39;&quot; &gt; &#39;, dataDir, fileName,
sep = &quot;&quot;),
wait = TRUE)
}
# - set params to wmde_collect_pageviews
uri_host &lt;- c(&#39;de.wikipedia.org&#39;, &#39;de.m.wikipedia.org&#39;)
uri_path &lt;- c(&#39;/wiki/Wikipedia:Wikimedia_Deutschland/DeinEngagement&#39;,
&#39;/wiki/Wikipedia:Wikimedia_Deutschland/LerneWikipedia&#39;,
&#39;/wiki/Wikipedia:F%C3%B6rderung/F%C3%B6rderangebote&#39;)
queryFile &lt;- &#39;WMDE_oceditors_fall_2021_Pageviews.hql&#39;
fileName &lt;- paste0(&quot;pageviews_&quot;, cetDay, &quot;.tsv&quot;)
# - collect Pageviews data
wmde_collect_pageviews(uri_host,
uri_path,
cetDay,
queryFile,
fileName,
dataDir)
### --- Wrangle Pageviews
# - function: wmde_process_pageviews
wmde_process_pageviews &lt;- function(fileName,
dataDir,
uri_query_filter,
page_filter,
cetDay = cetDay,
campaignName = campaignName) {
# - to dataDir
setwd(dataDir)
# - libraries
library(stringr)
library(dplyr)
library(tidyr)
library(data.table)
# - load
pageviewsData &lt;- readLines(fileName)
wStart &lt;- which(grepl(&quot;uri_host&quot;, pageviewsData))
pageviewsData &lt;- pageviewsData[(wStart + 1):(length(pageviewsData) - 1)]
pageviewsData &lt;- data.frame(dat = pageviewsData,
stringsAsFactors = F)
pageviewsData &lt;- separate(pageviewsData,
dat,
into = c(&#39;uri_host&#39;, &#39;uri_path&#39;, &#39;uri_query&#39;, &#39;referer&#39;),
sep = &quot;\t&quot;)
# - apply page_filter
wFilter1 &lt;- unique(unname(unlist(sapply(page_filter, function (x) {
which(grepl(x, pageviewsData$uri_path))
}))))
pageviewsData &lt;- pageviewsData[wFilter1, ]
# - apply uri_query_filter
w_uri_query_1 &lt;- which(grepl(uri_query_filter, pageviewsData$uri_query))
w_uri_query_2 &lt;- which(grepl(uri_query_filter, pageviewsData$referer))
w_uri_query &lt;- unique(c(w_uri_query_1, w_uri_query_2))
if (length(w_uri_query) &gt; 0) {
# - filter for w_uri_query
pageviewsData &lt;- pageviewsData[w_uri_query, ]
# - copy uri_query from referer where uri_query is empty:
wCuriq &lt;- which(pageviewsData$uri_query == &quot;&quot;)
curiq &lt;- stringr::str_extract(pageviewsData$referer[wCuriq],
paste0(uri_query_filter, &quot;.+$&quot;))
pageviewsData$uri_query[wCuriq] &lt;- curiq
# - remove ?campaign= from pageviewsData$uri_query
pageviewsData$uri_query &lt;- gsub(&quot;?campaign=&quot;,
&quot;&quot;,
pageviewsData$uri_query,
fixed = T)
# - aggregate:
pageviewsData$uri_path &lt;- paste0(pageviewsData$uri_host, pageviewsData$uri_path)
pageviewsData$uri_host &lt;- NULL
pageviewsData$page &lt;- NULL
pageviewsData$referer &lt;- NULL
pageviewsData &lt;- pageviewsData %&gt;%
dplyr::select(uri_query, uri_path) %&gt;%
dplyr::group_by(uri_query, uri_path) %&gt;%
dplyr::summarise(pageviews = n())
colnames(pageviewsData) &lt;- c(&#39;Tag&#39;, &#39;Page&#39;, &#39;Pageviews&#39;)
# - add cetDay, campaignName
pageviewsData$date &lt;- cetDay
pageviewsData$campaign &lt;- campaignName
# - store:
write.csv(pageviewsData,
paste0(analyticsDir,
&quot;pageviewsAggregated_&quot;,
strsplit(
strsplit(fileName, split = &quot;_&quot;, fixed = T)[[1]][2],
split = &quot;.&quot;,
fixed = T)[[1]][1],
&quot;.csv&quot;
)
)
}
}
# - set params to wmde_process_pageviews
uri_query_filter &lt;- &#39;WMDE_oceditors_fall_2021&#39;
page_filter &lt;- c(&#39;/wiki/Wikipedia:Wikimedia_Deutschland/DeinEngagement&#39;,
&#39;/wiki/Wikipedia:Wikimedia_Deutschland/LerneWikipedia&#39;,
&#39;/wiki/Wikipedia:F%C3%B6rderung/F%C3%B6rderangebote&#39;)
# - wrangle pageviews
wmde_process_pageviews(fileName = fileName,
dataDir = dataDir,
uri_query_filter = uri_query_filter,
page_filter = page_filter,
cetDay = cetDay,
campaignName = campaignName)
### ---------------------------------------------------------------------------
### --- Compose and copy to publicDir
### ---------------------------------------------------------------------------
lF &lt;- list.files(analyticsDir)
lF &lt;- lF[grepl(&quot;Aggregated&quot;, lF)]
lFp &lt;- lF[grepl(&quot;pageviews&quot;, lF)]
lFp &lt;- lapply(paste0(analyticsDir, lFp),
data.table::fread)
lFp &lt;- data.table::rbindlist(lFp)
write.csv(lFp,
paste0(publicDir,
&quot;2021_OccasionalEditors_Pageviews.csv&quot;))
lFb &lt;- lF[grepl(&quot;banner&quot;, lF)]
lFb &lt;- lapply(paste0(analyticsDir, lFb),
data.table::fread)
lFb &lt;- data.table::rbindlist(lFb)
write.csv(lFb,
paste0(publicDir,
&quot;2021_OccasionalEditors_Banners.csv&quot;))
### ----------------------------------------------------------
### --- User Edits
### ----------------------------------------------------------</code></pre>
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</div>
</div>
<div id="campaign-banners" class="section level2">
<h2>1. Campaign Banners</h2>
<p>This section presents all data and statistics on the campaign banners.</p>
<div id="banner-impressions" class="section level3">
<h3>1.1 Banner Impressions</h3>
<div id="banner-impressions-overview" class="section level4">
<h4>1.1.1 Banner Impressions Overview</h4>
<p><strong>Chart 1.1.1</strong> Daily Banner Impressions</p>
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<pre class="r"><code># - wrangle dataSet
dataSet &lt;- read.csv(
&#39;_reporting/2021_OccasionalEditors_Banners.csv&#39;,
header = T,
row.names = 1,
check.names = F,
stringsAsFactors = F)
dataSet$V1 &lt;- NULL
dataSet &lt;- dataSet %&gt;%
dplyr::filter(!grepl(&quot;2021-11&quot;, dataSet$day))
dataSet$banner &lt;- gsub(&quot;_ctrl&quot;, &quot;&quot;, dataSet$banner, fixed = T)
dataSet$banner &lt;- sapply(dataSet$banner, function(x) {
if (grepl(&quot;ipad$&quot;, x)) {
&quot;ipad&quot;
} else if (grepl(&quot;mobile$&quot;, x)) {
&quot;mobile&quot;
} else {
&quot;desktop&quot;
}
})
# - pFrame
pFrame &lt;- dataSet %&gt;%
dplyr::select(-campaign) %&gt;%
dplyr::filter(action == &quot;banner-seen&quot;) %&gt;%
dplyr::select(-action)
# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = day,
y = count,
group = banner,
color = banner,
fill = banner,
label = count)) +
geom_line(size = .5) +
geom_point(size = 1.5) +
ggrepel::geom_text_repel(size = 4, show.legend = FALSE) +
ggtitle(&#39;Occasional Editors 2021: Daily Banner Impressions&#39;) +
theme_minimal() +
theme(axis.text.x = element_text(angle = 90, size = 8)) +
theme(plot.title = element_text(size = 10)) +
theme(legend.title = element_blank()) +
theme(legend.position = &quot;top&quot;)</code></pre>
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" /></p>
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</div>
<div id="banner-impressions-overview-table" class="section level4">
<h4>1.1.1 Banner Impressions Overview: Table</h4>
<p><strong>Table 1.1.1.</strong> Daily Banner Impressions</p>
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<pre class="r"><code>### --- Full Dataset (Table Report)
datatable(pFrame)</code></pre>
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</div>
<div id="total-banner-impressions" class="section level4">
<h4>1.1.2 Total Banner Impressions</h4>
<p><strong>Chart 1.1.2.</strong> Total Banner Impressions</p>
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<pre class="r"><code># - pFrame
pFrame &lt;- dataSet %&gt;%
dplyr::select(-campaign) %&gt;%
dplyr::filter(action == &quot;banner-seen&quot;) %&gt;%
dplyr::select(-action, - day) %&gt;%
dplyr::group_by(banner) %&gt;%
dplyr::summarise(totalImpressions = sum(count))
ggplot(pFrame, aes(x = banner,
y = totalImpressions,
color = banner,
fill = banner,
label = totalImpressions)) +
geom_bar(width = .5, stat = &quot;identity&quot;) +
ggtitle(&#39;Occasional Editors 2021: Banner Impressions&#39;) +
theme_minimal() +
geom_label_repel(size = 3.5, color = &quot;white&quot;, show.legend = FALSE) +
scale_y_continuous(labels = comma) +
theme(axis.text.x = element_text(angle = 90, size = 8)) +
theme(plot.title = element_text(size = 10)) +
theme(legend.title = element_blank()) +
theme(legend.position = &quot;right&quot;) +
theme(axis.text.x = element_blank())</code></pre>
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" /></p>
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</div>
<div id="banner-impressions-per-day" class="section level4">
<h4>1.1.3 Banner Impressions per Day</h4>
<p><strong>Chart 1.1.3.</strong> Banner Impressions per Day</p>
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<!-- rnb-source-begin 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 -->
<pre class="r"><code># - pFrame
pFrame &lt;- dataSet %&gt;%
dplyr::select(-campaign) %&gt;%
dplyr::filter(action == &quot;banner-seen&quot;) %&gt;%
dplyr::select(-action, -banner) %&gt;%
dplyr::group_by(day) %&gt;%
dplyr::summarise(totalImpressions = sum(count))
ggplot(pFrame, aes(x = day,
y = totalImpressions,
label = totalImpressions)) +
geom_path(size = .25, group = 1, color = &quot;darkblue&quot;) +
geom_point(size = 1.5, color = &quot;darkblue&quot;) +
geom_point(size = 1, color = &quot;white&quot;) +
ggtitle(&#39;Occasional Editors 2021: Banner Impressions&#39;) +
theme_minimal() +
geom_label_repel(size = 3.5, show.legend = FALSE) +
scale_y_continuous(labels = comma) +
theme(axis.text.x = element_text(angle = 90, size = 8)) +
theme(plot.title = element_text(size = 10)) +
theme(legend.title = element_blank()) +
theme(legend.position = &quot;right&quot;) +
theme(axis.text.x = element_text(angle = 90))</code></pre>
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<p><img 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" /></p>
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<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
</div>
</div>
<div id="banner-clicks" class="section level3">
<h3>1.2 Banner Clicks</h3>
<div id="banner-clicks-overview" class="section level4">
<h4>1.2.1 Banner Clicks Overview</h4>
<p><strong>Chart 1.2.1</strong> Daily Banner Clicks</p>
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<!-- rnb-chunk-begin -->
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<pre class="r"><code># - pFrame
pFrame &lt;- dataSet %&gt;%
dplyr::select(-campaign) %&gt;%
dplyr::filter(action == &quot;banner-clicked&quot;) %&gt;%
dplyr::select(-action)
# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = day,
y = count,
group = banner,
color = banner,
fill = banner,
label = count
)) +
geom_line(size = .5) +
geom_point(size = 1.5) +
ggrepel::geom_text_repel(size = 4) +
ggtitle(&#39;Occasional Editors 2021: Daily Banner Clicks&#39;) +
theme_minimal() +
theme(axis.text.x = element_text(angle = 90, size = 8)) +
theme(plot.title = element_text(size = 10)) +
theme(legend.title = element_blank()) +
theme(legend.position = &quot;top&quot;)</code></pre>
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<p><img 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</div>
<div id="banner-clicks-overview-table" class="section level4">
<h4>1.2.1 Banner Clicks Overview: Table</h4>
<p><strong>Table 1.2.1.</strong> Daily Banner Clicks</p>
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<pre class="r"><code>### --- Full Dataset (Table Report)
datatable(pFrame)</code></pre>
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</div>
<div id="total-banner-clicks" class="section level4">
<h4>1.2.2 Total Banner Clicks</h4>
<p><strong>Chart 1.2.2.</strong> Total Banner Clicks</p>
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<pre class="r"><code># - pFrame
pFrame &lt;- dataSet %&gt;%
dplyr::select(-campaign) %&gt;%
dplyr::filter(action == &quot;banner-clicked&quot;) %&gt;%
dplyr::select(-action, - day) %&gt;%
dplyr::group_by(banner) %&gt;%
dplyr::summarise(totalClicks = sum(count))
ggplot(pFrame, aes(x = banner,
y = totalClicks,
color = banner,
fill = banner,
label = totalClicks)) +
geom_bar(width = .5, stat = &quot;identity&quot;) +
ggtitle(&#39;Occasional Editors 2021: Banner Clicks&#39;) +
theme_minimal() +
geom_label_repel(size = 3.5, color = &quot;white&quot;, show.legend = FALSE) +
scale_y_continuous(labels = comma) +
theme(axis.text.x = element_text(angle = 90, size = 8)) +
theme(plot.title = element_text(size = 10)) +
theme(legend.title = element_blank()) +
theme(legend.position = &quot;right&quot;) +
theme(axis.text.x = element_blank())</code></pre>
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" /></p>
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</div>
<div id="banner-clicks-per-day" class="section level4">
<h4>1.2.3 Banner Clicks per Day</h4>
<p><strong>Chart 1.2.3.</strong> Banner Clicks per Day</p>
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<pre class="r"><code># - pFrame
pFrame &lt;- dataSet %&gt;%
dplyr::select(-campaign) %&gt;%
dplyr::filter(action == &quot;banner-clicked&quot;) %&gt;%
dplyr::select(-action, -banner) %&gt;%
dplyr::group_by(day) %&gt;%
dplyr::summarise(totalClicks = sum(count))
ggplot(pFrame, aes(x = day,
y = totalClicks,
label = totalClicks)) +
geom_path(size = .25, group = 1, color = &quot;darkblue&quot;) +
geom_point(size = 1.5, color = &quot;darkblue&quot;) +
geom_point(size = 1, color = &quot;white&quot;) +
ggtitle(&#39;Occasional Editors 2021: Banner Clicks&#39;) +
theme_minimal() +
geom_label_repel(size = 3.5, show.legend = FALSE) +
scale_y_continuous(labels = comma) +
theme(axis.text.x = element_text(angle = 90, size = 8)) +
theme(plot.title = element_text(size = 10)) +
theme(legend.title = element_blank()) +
theme(legend.position = &quot;right&quot;) +
theme(axis.text.x = element_text(angle = 90))</code></pre>
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" /></p>
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</div>
</div>
<div id="banner-close" class="section level3">
<h3>1.3 Banner Close</h3>
<div id="banner-close-overview" class="section level4">
<h4>1.3.1 Banner Close Overview</h4>
<p><strong>Chart 1.3.1</strong> Daily Banner Close</p>
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<!-- rnb-chunk-begin -->
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<pre class="r"><code># - pFrame
pFrame &lt;- dataSet %&gt;%
dplyr::select(-campaign) %&gt;%
dplyr::filter(action == &quot;banner-closed&quot;) %&gt;%
dplyr::select(-action)
# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = day,
y = count,
group = banner,
color = banner,
fill = banner,
label = count)) +
geom_line(size = .5) +
geom_point(size = 1.5) +
ggtitle(&#39;Occasional Editors 2021: Daily Banner Close&#39;) +
ggrepel::geom_text_repel(size = 4) +
theme_minimal() +
theme(axis.text.x = element_text(angle = 90, size = 8)) +
theme(plot.title = element_text(size = 10)) +
theme(legend.title = element_blank()) +
theme(legend.position = &quot;top&quot;)</code></pre>
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<p><img 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" /></p>
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</div>
<div id="banner-close-overview-table" class="section level4">
<h4>1.3.1 Banner Close Overview: Table</h4>
<p><strong>Table 1.3.1.</strong> Daily Banner Close</p>
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<pre class="r"><code>### --- Full Dataset (Table Report)
datatable(pFrame)</code></pre>
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</div>
<div id="total-banner-close" class="section level4">
<h4>1.3.2 Total Banner Close</h4>
<p><strong>Chart 1.3.2.</strong> Total Banner Close</p>
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<pre class="r"><code># - pFrame
pFrame &lt;- dataSet %&gt;%
dplyr::select(-campaign) %&gt;%
dplyr::filter(action == &quot;banner-closed&quot;) %&gt;%
dplyr::select(-action, - day) %&gt;%
dplyr::group_by(banner) %&gt;%
dplyr::summarise(totalClose = sum(count))
ggplot(pFrame, aes(x = banner,
y = totalClose,
color = banner,
fill = banner,
label = totalClose)) +
geom_bar(width = .5, stat = &quot;identity&quot;) +
ggtitle(&#39;Occasional Editors 2021: Banner Close&#39;) +
theme_minimal() +
geom_label_repel(size = 3.5, color = &quot;white&quot;, show.legend = FALSE) +
scale_y_continuous(labels = comma) +
theme(axis.text.x = element_text(angle = 90, size = 8)) +
theme(plot.title = element_text(size = 10)) +
theme(legend.title = element_blank()) +
theme(legend.position = &quot;right&quot;) +
theme(axis.text.x = element_blank())</code></pre>
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" /></p>
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</div>
<div id="banner-close-per-day" class="section level4">
<h4>1.3.3 Banner Close per Day</h4>
<p><strong>Chart 1.3.3.</strong> Banner Close per Day</p>
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<pre class="r"><code># - pFrame
pFrame &lt;- dataSet %&gt;%
dplyr::select(-campaign) %&gt;%
dplyr::filter(action == &quot;banner-closed&quot;) %&gt;%
dplyr::select(-action, -banner) %&gt;%
dplyr::group_by(day) %&gt;%
dplyr::summarise(totalClose = sum(count))
ggplot(pFrame, aes(x = day,
y = totalClose,
label = totalClose)) +
geom_path(size = .25, group = 1, color = &quot;darkblue&quot;) +
geom_point(size = 1.5, color = &quot;darkblue&quot;) +
geom_point(size = 1, color = &quot;white&quot;) +
ggtitle(&#39;Occasional Editors 2021: Banner Close&#39;) +
theme_minimal() +
geom_label_repel(size = 3.5, show.legend = FALSE) +
scale_y_continuous(labels = comma) +
theme(axis.text.x = element_text(angle = 90, size = 8)) +
theme(plot.title = element_text(size = 10)) +
theme(legend.title = element_blank()) +
theme(legend.position = &quot;right&quot;) +
theme(axis.text.x = element_text(angle = 90))</code></pre>
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<p><img 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" /></p>
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</div>
</div>
<div id="banner-click-rate" class="section level3">
<h3>1.4 Banner Click Rate</h3>
<div id="banner-click-rate-overview" class="section level4">
<h4>1.4.1 Banner Click Rate Overview</h4>
<p><strong>Chart 1.4.1</strong> Daily Banner Close</p>
<!-- rnb-text-end -->
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<pre class="r"><code># - pFrame
pFrame &lt;- dataSet %&gt;%
dplyr::select(-campaign) %&gt;%
dplyr::filter(action != &quot;banner-closed&quot;) %&gt;%
tidyr::pivot_wider(names_from = &quot;action&quot;,
values_from = &quot;count&quot;,
values_fill = 0)
pFrame$click_rate &lt;- pFrame$`banner-clicked`/pFrame$`banner-seen`
pFrame &lt;- pFrame %&gt;%
dplyr::select(banner, day, click_rate)
# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = day,
y = click_rate,
group = banner,
color = banner,
fill = banner,
label = round(click_rate, 2))) +
geom_line(size = .5) +
geom_point(size = 1.5) +
ggrepel::geom_text_repel(size = 4) +
ggtitle(&#39;Occasional Editors 2021: Daily Banner Click Rate&#39;) +
theme_minimal() +
theme(axis.text.x = element_text(angle = 90, size = 8)) +
theme(plot.title = element_text(size = 10)) +
theme(legend.title = element_blank()) +
theme(legend.position = &quot;top&quot;)</code></pre>
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" /></p>
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</div>
<div id="banner-close-overview-table-1" class="section level4">
<h4>1.4.1 Banner Close Overview: Table</h4>
<p><strong>Table 1.4.1.</strong> Daily Banner Close</p>
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<pre class="r"><code>### --- Full Dataset (Table Report)
datatable(pFrame)</code></pre>
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<div id="average-banner-click-rate" class="section level4">
<h4>1.4.2 Average Banner Click Rate</h4>
<p><strong>Chart 1.4.2.</strong> Average Banner Click Rate</p>
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<pre class="r"><code># - pFrame
ppFrame &lt;- pFrame %&gt;%
dplyr::select(banner, click_rate) %&gt;%
dplyr::group_by(banner) %&gt;%
dplyr::summarise(avg_click_rate = mean(click_rate))
ggplot(ppFrame, aes(x = banner,
y = avg_click_rate,
color = banner,
fill = banner,
label = round(avg_click_rate, 2))) +
geom_bar(width = .5, stat = &quot;identity&quot;) +
ggtitle(&#39;Occasional Editors 2021: Average Banner Click Rate&#39;) +
theme_minimal() +
geom_label_repel(size = 3.5, color = &quot;white&quot;, show.legend = FALSE) +
scale_y_continuous(labels = comma) +
theme(axis.text.x = element_text(angle = 90, size = 8)) +
theme(plot.title = element_text(size = 10)) +
theme(legend.title = element_blank()) +
theme(legend.position = &quot;right&quot;) +
theme(axis.text.x = element_blank())</code></pre>
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<p><img 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" /></p>
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</div>
<div id="average-banner-click-rate-per-day" class="section level4">
<h4>1.4.3 Average Banner Click Rate per Day</h4>
<p><strong>Chart 1.3.3.</strong> Average Banner Click Rate per Day</p>
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<pre class="r"><code># - pFrame
ppFrame &lt;- pFrame %&gt;%
dplyr::select(day, click_rate) %&gt;%
dplyr::group_by(day) %&gt;%
dplyr::summarise(avg_click_rate = mean(click_rate))
ggplot(ppFrame, aes(x = day,
y = avg_click_rate,
label = round(avg_click_rate, 2))) +
geom_path(size = .25, group = 1, color = &quot;darkblue&quot;) +
geom_point(size = 1.5, color = &quot;darkblue&quot;) +
geom_point(size = 1, color = &quot;white&quot;) +
ggtitle(&#39;Occasional Editors 2021: Average Banner Click Rate&#39;) +
theme_minimal() +
geom_label_repel(size = 3.5, show.legend = FALSE) +
scale_y_continuous(labels = comma) +
theme(axis.text.x = element_text(angle = 90, size = 8)) +
theme(plot.title = element_text(size = 10)) +
theme(legend.title = element_blank()) +
theme(legend.position = &quot;right&quot;) +
theme(axis.text.x = element_text(angle = 90))</code></pre>
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/></p>
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</div>
</div>
</div>
<div id="pageviews" class="section level2">
<h2>2. Pageviews</h2>
<div id="pageviews-overview" class="section level3">
<h3>2.1 Pageviews Overview</h3>
<p><strong>Chart 2.1.1.</strong> Pageviews Overview.</p>
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<pre class="r"><code>dataSet &lt;- read.csv(
&#39;_reporting/2021_OccasionalEditors_Pageviews.csv&#39;,
header = T,
row.names = 1,
check.names = F,
stringsAsFactors = F)
dataSet$V1 &lt;- NULL
dataSet &lt;- dataSet %&gt;%
dplyr::filter(!(grepl(&quot;2021-11&quot;, date)))
dataSet$Tag &lt;- sapply(dataSet$Tag, function(x) {
if (grepl(&quot;ipad$&quot;, x)) {
&quot;ipad&quot;
} else if (grepl(&quot;mobile$&quot;, x)) {
&quot;mobile&quot;
} else {
&quot;desktop&quot;
}
})
dataSet$Page &lt;- sapply(dataSet$Page, function(x) {
if (grepl(&quot;F%C3%B6rderangebote&quot;, x)) {
return(&quot;Förderung/Förderangebote&quot;)
} else if (grepl(&quot;DeinEngagement&quot;, x)) {
return(&quot;DeinEngagement &quot;)
} else {
return(&quot;LerneWikipedia&quot;)
}
})
dataSet &lt;- dataSet %&gt;%
dplyr::select(-campaign) %&gt;%
dplyr::group_by(date, Tag, Page) %&gt;%
dplyr::summarise(Pageviews = sum(Pageviews))
# - Visualize w. {ggplot2}
ggplot(dataSet, aes(x = date,
y = log(Pageviews),
group = Page,
color = Page,
fill = Page,
label = Pageviews,
)) +
geom_path(size = .25) +
geom_point(size = 1.5) +
geom_point(size = 1, color = &quot;white&quot;) +
scale_y_continuous(labels = comma) +
ggtitle(&#39;Occasional Editors 2021: Pageviews&#39;) +
ylab(&quot;log(Pageviews)&quot;) +
theme_minimal() +
geom_text_repel(size = 6, show.legend = FALSE) +
facet_wrap(~Tag, ncol = 2) +
theme(axis.text.x = element_text(angle = 90, size = 12)) +
theme(plot.title = element_text(size = 15)) +
theme(legend.title = element_blank()) +
theme(legend.text = element_text(size = 15)) +
theme(strip.text = element_text(size = 15)) +
theme(legend.position = &quot;top&quot;)</code></pre>
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7MP2dTpVFcnjxzQX/sxSCFP5hp7d2JcApuWzUanhuA0Lmoura21P5K5BgggJbTW3a6vJEEQk6DqFinBo8YGsXOr/v0fNT80v/jY/OwDqq7CxGSePQcffLR3uwuq7I6Gy17Srv2XWbDf+OUxjIkF5qHqWjABEmZpz96HIRu/bWWz8+zZPHu28eZvmgNGzdiENJF3kk+ZBhYVuFUURVEURVGUO4OKGSkt+L0P0rWrjWdOa06X/duvgsUKAHzxcr54OZWVipO5YvNGHDWGT8/GxNBZu5qxyVm4bzsd/kpkvciTbAAAol5u3iYNgLSpN8vf1lSBZBgTDme2m+eKqEFgbBKOymRZo1UUSekKXSpgWTNaH/Ily82P1unffq2vmXfBld3RkvhL/x2PbhNH86mmkigMR2ayiXP5wkzUb/cTDSpLu5QiWVkBniZ5Lg8CfkCGMbEYn4BxCRif0K4EkqIoiqIoiqIoIUPFjJSbcOTogCNcczg63OxhYpKWuAKIZFGhOLSfysvY+Ils+kyMih6qrt40+mF9jc/4bJ/5m38XI0aiTVDZVXITpj2ircm5kRdFVFNFRJD7TuBgoCX5KP8U7N+K+xdoa1axmNBP3lCGAlH73DrEqKgeAkb9UnZHi2Q5T7LOiv/cQfiiJcbbf9AefRLsdnn8KFos2qNPtjwnJdVUUXkZXbsqjx0mtxsA0OnCuHiMT8D4BIyOBaaiuYqiKIqiKIoyxFTMSAkaIhudykangpSyqFDs2EJVlWzSFDZ1xpCmCTCISmaRFlHaRFfPt8xFY5GYkoh6692+pKpqAAKI5StX8rTRaPVS0Unzq03y6h7jr3bLDx/GYXgqiLPmz/4oPNRlg+SHLP/wAFJwze66G3x59Yp59BB4PXzGrOYtYtc2NjlraHt1B2FjJ6DV5t/+tfB4bJOmaKvWtHmOYWw8xsa3e4HXQzXVsqxUHjlIVRXg9wMixiVgQhImJLLEZLDZBvkjKIqiKIqiKMowNwxvlJXbxtjNlZIK8sXXG8hdzzKn8akzBv2mjuDSl8ZfdhBLZA8/qk1JRYdJpfliywbxzVqjZLX+wjzkAIA47h7NCTg+h6U0r5pmx/QleorT+PW7smyPeXapnjUMV1NDYAxYp8EgAgLQ9N40u3tQWYm5cxtaLPqa56mi3PjDf0FEBDU08MwslpE51L27k2DKSLnicb/PFxYdRE6i3YEpDp4y8uYWIaiqgsrLqPCyeWgfNbgBEaOiMToWExIxIQmjokOwyJqiKIqiKIqi3DVUzEi5DZrOMjJZRuaNlZLeB5JsUhbPmgb6oJS5lSXmhl1khLOnXtWzW9ZNwzGztJfj4Xf/Kc5vMPOm6lPDABhOWtLJhKKI6drMTYGdVXT5OmRNGIwOhxSeof3rrzoZAsgjv/yFcZjxB+YhA4Agm90NqKLc3L4ZGdPuexijYwAAI5w4dnxNWWl4dAxXa34NMs4xIQkTktpuI3c9lZdReak8l0f19WAa4AjD+ESWkIgxsRifCHovgpjo96Om/g4qiqIoiqIoSufUtbLSH26slESeJnn6pPHe2+gIY1nTWNqkgS1K4r5EFQLsGTwrqt12fRSfPlKUFNLlYpg6sevXI8REA1SS1zuAnbzDEJ3/wjxUh4t/pI3rJvcqyGYDJCA/+3+Mghn6T1ax7ooLdduMvHR8i3m0gCoqyLRhZDRyK0TZtAdWYGxcx7aDEwNVgoBOFzpdMCHt5qbWSW2njlNdLfj9IMyWSW3RMZiUjOERt+6H6uvNzz+w6xaQwgDUnngaHWGD9zEURVEURVEU5U6gYkZKf0JHGJ8zj8+ZR3W1Mu+k8effY3QMmzGbjU4dkCkkZgAAgOtwa2DKogMAGQEAAM81mVdE1hSWNaZ9Lwi8PgDE8PD+79sdquGk+flhGrXCsmx0PzQbIA2nRJ4bekz66aaZrBTv/9bMqwXU0RkNop7KrhABeGeRHqsmO91hupnUVnxNHjvc6aQ28/MPtfsfwaRkaK5dtf5T/elvDdlHUBRFURRFUZSQpGJGyoDAyCi+YDFfsJhKisWJo2LLRhwzjk/LxviE/nwbVxLaEZoKZFGApbbJBKF6ee4aIGOJCQAAmltu/kh4k3n8T7SkNgknokyeLga0s3Ep/dmrOxd55KZPZWMSf3FJd0XBg2w2EISXCo+Lr9fLJuouZtRDM6ITX5h5teCcxFKjIODWl72A4U3muj+LoiPm1hmWJycN3CdQBsOtk9qIqLaGKsqpokyezaO6atCtzQEjAGCjU8WOrbcsk6coiqIoiqIow52KGSkDC5NTtOQUIJKFl8S+XVRVwSZmsKkzMDKq5xf3SJ/IsuPF7grxyfv49FN8ZBgAgFEpt64z871gz2RTYwEALGl8dqLYUSI++Jg9v4rFWQEAfMVi43vmdROSlvE0VacGAABKdpgnGnDaai252+Xkg2zWzwLy858bR2pAdL2CW5DNyCOP5wNwtBs8ZyZLHde8WXtkofz9NrqQJ8Wkbqe8KXcgRIyOwegYSJ8EAGCaxl//1K6BEQAhQNU2UhRFURRFUZQ21PWxMigQWep4ljoepJSXCsSWjdTYwCZmsGnZnZYaCZrO7n1Rq3jLPH/MfOO0GRmLNgOqayhAYB/Bn1rDXc1ZAxoue0m79l9mwX7jl8cwJhaYh6prwQRImKU9ex+qAAEAUK3YvJv4OG1ZJnSTbBFks/7HMDGDZwsAAH+pPF3YRUyop2aBgNj7lbhiAMbwF37AYttMa4xPQgbkaQQJoA6Ju5umgdUqL19kY8cDgDxzCqQ0/vx7TB3P5y3CMFXYSFEURVEURVEAVMxIGWyMsQlpbEIamIYsyDfXfwp+H8uawTOnQt8WpbKM4C/+C8v7Rhw5L8vLqYZj3Dg2ZhpfMo9FtLnv15L4S/8dj24TR/OwoWEiAAAgAElEQVSpppIoDEdmsolz+cJMvNtWiu+ri1tFgR/nPsBjug0FBdms/2k4d3XLgFW708jrKmbUdTMhxNFD8uQxPmem/srrJMMxqn0drNoqIoDImE7KYykhwaQLu8SBPFlaSk2A0SNY1kK+cCp2LFAeVDN91Wpzw+di5zaSksXE6i+/CrouL14wP/8QdQtftLR15pqiKIqiKIqiDFsqZqQMEU1nGZksIxO8XnH2tPHJ+yAEn5bNJmcB72WOB1pxyoPalAd7esdIlvMky+lzj+9q1CgO5BKmaHPG9UOzUNMcLTp2mM2YrX/n9ea1/G5GvEw/eBvo2mmxeTvJMLZgrpqYFopkjfziLeNwCQADVzy6mqiiQGwpEGfv1b+zgtmxd80AwO7QVj9XX1/PGIuIaMl2bI5oU1WF2L+HKsv5rLksc+rALv6oKIqiKIqiKCFMxYyUoWa38+zZPHs21dfL08eNv/4J7Q6WNY2lTep4q0aETY0QcTtz2ZQu1ObKCz4Yk8Piu709DrJZSAlUmG//jk+eon/vHzoJR5p55s/eEl4CANAT+BMvaTPjB7+PSk+IDq4zDpeAK1N75mk+JgIAoPaM+eF74sp2c0u65bEJvWnWA4yN1x59AnxecfSQ8dYbLC2Dz54HDseAfTpFURRFURRFCVEqZqSECnS5WpZaq62RJ48Ze3ZiYhLLms7GjAUAcewIHTngio6luhqRNZ3PmT/U/b2bSMo9IE2NTc3qdtmoIJuFBiJ5sZQkgPBpL73OrF1MQWROTM9i0oqaV144L77ZiLHP81QVHQgxskjsvwQYyVc9x8fc+HWiJmvPrKJfr5PH9sj7xjM7BtssSDY7X7CYz79Hnj9jfPI+hofz+YsxIbH/P13fBCrknq3iZL6s9WB4HKbO4MuXsKhu/qYLOvDHwJcFbMW/6guiB6+fiqIoiqIoyp1MxYyUkINR0XzxvXzxvVReKk6dEJs3YnQM+X3693/U3MD86D2ZkNQcSwoR8vxZ3Lcz3DDNuDi+/CF0uoa6R70hrorjZcDHsTRnPzQLAbIgX+zajgmIDMg+CrSua1axUfzpV1qyjxpOGL/9i/nu+/DjV3hE6EfFhpPGa1QrwTaBjW8fznNN5WM/kmcK5FWTpevBNusVxOZZtFR8TezbRe56PmceS58MQxs39Vww164VxT5gFoyJgsZymbtBns3XXn+Nx3cxtbJ4m/lVPtCdkyGoKIqiKIqihAAVM1JCFyYkacuTgMj8/EM+b1Hrdr5gsbl9M7jrwWYDZACAzdNGkIHNBgDAOVosAAC63l28oJ/ISwUi95D1ldcBgEqKjfffsXzntUF4335TmidrJSSlMWe3t8FBNhtS8lKB2LkNR47Wn38ZvIeMA+c6aeSvpapGsEVjTPvlsSKm8IwIefCcPN/EZ4UPToeVoAgTCJpP9vYYaAjko4o6SI8LtlmfYMpI7fE11OAWB/eK3TvYtBl8+iywdKy/PRioUX7xrigxMGuNvnIOhmlgVssNbxmHCsxPdrJXl3XyBfgKzA83y0AXheMVRVEURVEUpQsqZqSEPESMSwBhtm4gUwBJ8nrB6wWfF4gIiLxeAAApwe8DADBNMgwAgIAfhACrFQIGkASbHXxeQASLFfw+YBw4ByMAmg66DgBosbRUvbHagDEARLsdAIAxsNoAADQNdR0AwGIBrgGA2L1De+qZls4mp/D0DFl0tXkN7zuBpAvnSTIcldrJrWavmw0ZWVQovtmCcfHa099qWSvd20XTqn3Gb7dQ8iOWHyy/5bMgkASfH0DFjEJJeDzaETyX5fUAG9MmTOM5L68YAEBN3l40uw0Y4dSWPwSmKU4eM955E1NG8bkLMGpwp3qV7THzGiDmHu2p+S2LwWkxbMUTPP8Nce2IKF+iJXWoBNcg168TlQ6MNanKP6hdVRRFURRFUe5wKmak3AFYRqb56QdsQnrzQ7F9k/bAo/2/ErZhgGkAAPn9ICUAgNcDAECtASkBfj8AkGmCYYDX2xyQovradpPRHGHi75+L8AgAAsbR4QBHGDrCIKzN/zvC0OEIiVwkapSXywA5juj2+wyy2VCg0mJz+2YMj9AeXxPUrMDYEWhFKsuT1ct4XJu7a6NIXnYDhmGcqrMeYvTxbGqM2FcpPv+UPfs4S7ACANQXiM8+Em4JwJrP3GCb3T5Na67cL69cMjetBwA+dyFLHZzFBCXlnSTBcOZ81jbJSR+vvfZTbgB0TAOUlPuBeawe535XYx8be1XMSFEURVEURekFFTNS7gAYG8eX3hf4438h52Sa2j3L+j9gBAD6jVQje2sxlJiWDvTQPxTHjvAZs5ofyeNHtZe/jxE3iv4YBjW4yV0PXg95PFBfJ71e8HrA62mJPZkGSAKLBe12sDvQ6YIIJzocYHe0bAmPuK3VvoUQO7ZYLhYAZ2ZcgvbAIy0z+Fo67+Tf+UXPi8sH2WxwUU21uXc7eT3ag49gTNBzjqzpPNMljxSan/wdn36QRekAAN5iseFvooIgdhYbNxQTjpTuWNjy57TitebVA8avj2F0LLBGqnYDT2KpTF6uvzFHLMhm/YaljmOp46jBLQ7uE9u/ZlOm8xmzmoeRgUKN8moFsEiWGtv+CQRXXCcjVfkuc0MeJd+vP5gGmwewX8pw5/ezkusQnwCJSUPdFUVRFEVR+pOKGSl3BjYhjaWOq6urc7lcbEBvyXqPL1hsfLyOLuZjdKy8dpXnLLgZMAIAXcfoGIyO6WEvhkHNgSSvF7wecrvp+jVo3WIaLbPnTBNtNrC3iSg5boSZwsI7WUsewNz+NUY4ra/+CADkhXPGZx/oz77Ujx9/yDTli6+q9fse6n0A0cbuf4oXvSMKtxn/ey9GxYDmpapaMAEiM7RnHmKhdXwpAABgH8e//8944Gtx6hKVV4EjkWXNZvcsxaP/R17GlopmwTfrVxjh1JY/2DJh7e0/4shRfN4idEUOxHuBrKQqCRiNTrfcu1kcOSOrfehMwJHpfOnyltSqVoFC88O/SxyvrbmfWUAOSIcUBeSp4yL3sGvUaMo/a5iGvvr5Tv8YKYqiKIpyJ1IxI0W5bZzrT3/LV1bqKS+LXrgErNaeX3IrXUfdBU5XDzlNpkmeJvA0kccDniZqaqLSEnn5YvN/gxQA2JIWZXegIwwdDirI137w4+ZXs4kZ4tA+CPjB0qdOhgBy14stJ0gC2FK051/Avt2YREzR/uGf2Z5N4tw1qq4kCseUdDYhhy+ahtbQrfA93DEnm7+azW+7yStq3IA2jHP1ulm/a56wNmOWvJhvrv8ELTY+fxGOGNXP70Ie8hJAk/zsV/JiPVhdGOOCumJ5okieyWUrX9dnxrW2lBvfEyU29uRzPIEDiH7uiTKYTEPs3G67eAEQRNZ0nrNgiFfua4Ma3GL/bv3Vf2x+KE8cFXu+4YuXD22vFEVRFEXpLypmpCj9JDJKanofA0bB0zR0BhFaArgZWrp8se12tNgC76xlkVEYE9v6P7APSP5F/6KmJrFzK1VW8CWPaWtSe35B1GL9fy7u8lk9hi19ni3tv/4pA0iCu5ZMBs4obPtXyyikayboE3AE702zgYTIJqSzCelUVSn276LNG/msHJY59baml7YlA2ASiBJZmMSf/J6WPQIQQLrlrnXmlnPyyw/E2B/yaAQgOvWRebgKs1/Rsge3RLcyAMwvP8XUcbZXfwQAYvvXYte2AQzKtJb2ay7kZwTANAGAPB4AANMAwwAA8nmBAEyTiq+xadmtr2bTZhp/eVNlGSmKoijKXUPFjBTl7tRSaRtAuCLpelFzvgPVVMv6Osv3fgheD9VUU3WVvHiBDu9vuTcAwOgYjI7F6BiMicWo6FD5p+yAX+zfIy8V8EVL2cMrh7o3yuAz5Mb/ZZw02SM/1ee3RkCITu0VjQDp01gY9qbZYMDYOO3RJ8HvFydyjbVvYOp4Pm9Ry4p+t4NpwBCQ4ZIXtZk3ZmUyJ1v8LL/6c/PcZXGygi9JgOr95hfHKW6x/kjmgJzEXg/t2WErvk7JKbRwCTpu+3Mp3TBNqq/VbpTM48seMP7wnzgqFYRoXSqUAn4QEkiCr/lhAIQJRODz3ngoWh5yDQBAmGC1gd93y0PenIWKVhswBK41VwHD5oVEbz5rRZu9+SGRhKam1s5Sg5sqyuSF82z8xH4LlSqKoiiKMnRUzEgZngRd2S9258rScvJyjE3EtPnaomloa393RV46vsU8WkAVFWTaMDaBpS/ki6agJTQiKcHRVqwyP3wPnU7QdFleqj++BgDA7sAUB6aMbNfU66WaKqquouJr8vRxqq8HYQIiRkW3BJISEjEuYVBvA4yAOLRfns3jOfP1e5aFSgxLGWxWNmManjogv/lQjH6Rj3AAGXRpu7kxD1giX5p947gIstlgdtzK58zjs+fKixfMzz9E3cIXLb2tEv7oQDuCGc/SE9tvd7K0FDh3kSoqARKg8Iz0AFjyzbd+caMFQV09gJR73gwc1zB2vrZmLvbtVA74jb+8xZfdF37fw/LiBfPdtfqL3wO7ve8fSukW+f0Y1n4xR86pqBAQwOYAANB1bJ5ubG952FL1r/mhpmHzQ5sd5DnzZ38UHuryzZIfsvzDAzcPjECF3LNVnMwXtR4Mj8PUGXz5QhbV7tKRpY4LrP0dy5iMySMAwFz/KV/+EBVfM3Zvx+hYNnUGSx2ngkeKoiiKcudSMSNlGArQjt8FNl8BYOCMRZcJ5Rfl9YLAsWz9tRdY66wvWSne/62ZVwuoY2QcOnxUekFcuyCOzdK//xzreXJYqMCwcP3brzYUF0sj4Bo9pruwi92OKSM7BpKEoPo6qq6immp57AjV1YEUYBjodN7MSIqL7/8CSUKIo4fkyVyWPUf/7g9UtGi4m/iYNueScfCc+ca/ibgYaKqkJgMwgj38ojZK73WzQYbIJqSxCWlUVSH276HKcj5rbh8nrLF4jGXQYHZSnkgSAODN2sMEdSVUd0uzuhKqA5KZvX7rG8TJ4yxnHpuYAQBs/ETwesTxI3zeoj7vUOkehoVRXQ3V1WJkFABQeRnYHXzxvX3bGTAGrNOYEQEBaG1OE88Fc+1aUewDZsGYKGgsl7kb5Nl87fXXeHybyWeapj/3ktjylVlZgZqmz1/EMjIBgC9ZTrU18swpY+dWDI9gWdNZ2qTQCx4Juf4/jH21nTzTIXzW/lV04I+BLwvYin/VF6i5n4qiKMpdTsWMlOHn6tfG1itgHc2ffVlLiwIA8BaLz94yT+can02wvDQXEQCITnxh5tWCK0v71rM8xQEAUHfOXPdnUXTE3DrD8uSkIf0Mved0khB9ibxw3sm6b1JSbQ1VV1FNlSwqpJrq5oIX6HS1K5NkCyr1QOadtJw+wewOypmPickgpcg9JI8dYTNz9O/8IPTuMZShgA722I8tIzebB89SRSXxCEybzBfdx8e5+tJsiGBsvPboE+Rpkof2G2/9lk3O4jNzwGbrzS4i2MRkuHRdniqEUWNvbpc18sw1QA1HJgMAZH/Pmt3hlUJu+Jmxt4490su73ECA6uuowU31tdDQQPV1suC8vvr5mz2KT5BFhb3YodJ72opV5od/ZeMmUMCQRYX60y/0cUc8Q/vXX3Vy5Uce+eUvjMOMPzCvJUpCjfKLd0WJgVlr9JVzMEwDs1pueMs4VGB+spO9uqxtMAUjnNoTT9dVVYWHh7M2xzNGRfMFi/mCxVReKk6dEHt3YkISy5rORqeGyj8DkI+qGwGxk/5008PibeZX+UDqb5OiKIoyLKiYkTLcSDp3mgTi/FUtASMAsKfwlQ/Ic3+Tl05Lbw53IJBHnsoHsLJlT7YEjAAgMkN7ZKH8/Ta6kCfFJDaci3wy1hIV6qC1TFJBPh3aR14vGAboejdlksxNG4Cj48FHwec1N37JRo2WFy+wjEz9lddBUwOU0gY6MHuVnr2qf5oNHXSE8SXL+eJ75fkzxsfvYVg4n78YExJ7fiUAAMPpC9iuv8n964yYF/WcUYAARpXc/K552Q/O2XyKs9cdEoKaGqHBTe56crvJXQ8N9dTUBKIllwmdTohwodOFcfFs3ARMSJYX8/mNJeFkQT5GxXS9d6UfYMpI/ZXX3Bfyma6HP7CivyPpROe/MA/V4eIfaeNuBPrL9ph5DRBzj/bUfLQAAIAWw1Y8wfPfENeOiPIlWlIv+oAJSdryJABoCR5t/SpUgkdUQ7UCtEztp9/lQU6v9BWYH26Wga7n9ymKoijK3UXdkinDDkkCgI7xCK4BAkgJzdeBspIqTWAj2dj2N2DxSciAPI0gAYZzzKgrnZdJagkkdVImKSaWSq/r334NAACi9FdeC/zq55Yf/gT0oZtGpCiDA5FlZLKMTCq+Jvbvpvo6PmceS5988xY6EOBlJRAd07FUkGu29th546Pj8stf+LdEo0uD6koKEERM0J55nDm6uAP3esgjAIiunRQ7BbnrqcHdvAAWCIHh4eB0YYQTnS5MSESnCyOjugpM8OQRxgfv0ua/s1Fj5LVCKroKRMA5nzOv374c5VaaLpNHIOf9n3rZcNL8/DCNWmFZNvrGJkl5J0kwnDmfWdq01Mdrr/2UGwDOPgZ6OgaPtnyFiUksazobM7bH1w4Is5pqCZxxaOm5LQAANcj160SlA2NNqvIPbN8URVEUJTSomJEy3DA2OQv3bafDX4msF3mSDQBA1MvN26QBkDa15Y6LxfOnXmciDKPaX53XVhEBRMaAykkPXqeBJCNA1VXyYgEmtqsHjBFOFTBShhVMGamtGkkNbnFgr9izg02dwWfMkgX54sDe8FFj4OxpI+DT13yrTZib4bRv6VETxK6DsrCMqnWMG89Sp/P509FskBevk7se3HXkdlN9HRgBIABEDAujCj8AoGbF1CQWGYXhEcD7FPlG1J950SjIbyi8bB891nLfChBC7NhqrHtbe+xJDI/oeQ9K6CCP3PSpbEziLy7B1kOMGuXVCmCRLLVDMimCK65f8oLaBY+OHRGb1mPKSJ49u+NfioFWX0mCICYhuHrwknI/MI/V49zvauxjY6+KGSmKoijDgooZKcPP6If1NT7js33mb/5djBiJNkFlV8lNmPaItian5d/40YFjJraZQOUHbwNdOy02bycZxhbMHdYT0/qFbsHEZB4bb/zxP1u3UU01WHtT20VR7hYY4dTuewiEkGdOGX95k/x+yw//qfkpefqE2LmN3/tA+0lkCEmTWHgKeTxgmlB2XKw/c3MSWcooluFEZ+TALWeGqeOMqBiHywUAwDm/9wFWVmK+/w6bOYffWBVeAXG2d+uUtXnlIFVZLtlhnmjAaau15DZ/1WQlVUnAaHS65d7N4sgZWe1DZwKOTOdLl7OE/lzxABOStAcfBSJ59YrIPUxffYljxvFp2RgX34/v0qWaKpAMY8LhzHbzXBE1CIxNwlGZLGt0Jz9K+S5zQx4l368/mAabB6N3iqL0pJuh0qQLu8SBPFlaSk2A0SNY1kK+cGqwSYWKorShYkbKMMQgKplFWkRpE10933ItzyIxJRH1zv4B1cwzf/aW8BIAgJ7An3hJmzko17LDgaaxWfOM9/7MZ88Dr0ccPqA9+sRQ90lRhg7nLGs62B1UVtK6jU2ZFtjwb7KoEDhHpwudTnBFYmQkG50KTic6woawv21hYrL+ymvmtk3G397VHn0Cw0KlY0OqN+uUtTU4VZapVmzeTXyctiwT2v71Iw95CaBJfvYrebEerC6McUFdsTxRJM/kspWv6zPj+rkniGzMWDZmbEvw6MAeKivB1PF8+kyM7e/3uomopoqIIPedwMFAy8z0/FOwfyvuX6CtWcVi2sTRAoXmh3+XOF5bcz+zgBywPimK0gtdDZWyRn7xlnG4BICBKx5dTVRRILYUiLP36t9ZweyhUYNfUe4cKmakDDcEl740/rKDWCJ7+FFtSio6TCrNF1s2iG/WGiWr9RfmYYccIubE9Cwmrah55YXz4puNGPs8T3V0vnull/jsuWz0mMZTJ7jN7njuZXCoL1YZ7tBul56m1ofU2ICjRunPvzI0vek6UyYCQAL422bKcK7dv4KuF5nr1jJealbN0X+yalhnZQa/Tllbg1Zl+eJWUeDHuQ/wmPZ3UDIAJoEokYVJ/MnvadkjAAGkW+5aZ245J7/8QIz9IY8emJuu1uCRlLKoUOzfTaXFOHYCnzGrk1UXbpekqmoAAojlK1fytNFo9VLRSfOrTfLqHuOvdssPH26Zr0ceufE9UWJjTz7HEziA6O+eKIrSe10OlUQH1xmHS8CVqT3zNB8TAQBQe8b88D1xZbu5Jd3y2IRB76ui3NlUURZlmJEl5oZdZISzR1/VF03GKAdYnThmlvbyKzyJ0fkNZl5Tx5ewUfzpV/Rnn9dWf9fyjy8wedZ8933RoNZM6TeYkGTOzKEZs1TASFEAAJNSZOFlKr7W/FB89SXPnjOE3QHGuvgfAuKtmTI4YpT+VI644oHGM+S5ZURVWtcpu+f5m+uU3XyytcryAI+H1CgO5BKm8DnjOj7FNGAIyHHJi9rMES0pSMzJFj/L0xwQuCxOVgxs3wCAMTZmrPboE/p3f8jGjBXbNhlv/kbs3Unu+v57D8Rx92gPrdJf/UctJx2j7OCIxvQl+nfXsHCAsj3mWS8AABCd+sg8XIXZT2vZAzlPUFGU4HUzVMoisf8SYCRf9VxLwAgAoiZrz6xiDqJje6RXXcMrSu+oPCNlmHFfogoB9gyeFdVuuz6KTx8pSgrpcjFMnQj+WqpqBFs0xrSfXhExhWdEyIPn5PkmPit8MDuuKMpwwbn+7Etiy1dmVQUypucsYBmZQ9eZzjNlTMPd8OkvHae0jpkywkuFx8XX68kAcI4U6/6Ei5awSVMGr8Ohr5N1yloNYpXl2lx5wQdjclj8Lf98iA60I5jxLD2x/XYnS0uBcxepohIgYQD71hZjbEIam5AGpiEL8sXmv1ODm03MYFNnYISz55d3u2uctKSTNLiI6drMTYGdVXT5OmRNgOr95hfHKW6x/kgmqhktihISuh0qG69RrQTbBDa+fTjJNZWP/UieKZBXTZaulltRlF5QMSNlmDEDAABc7yTHzqIDABkBAICqfcZvt1DyI5YfLL9l4gACSfD5AVTMqJcCFXLPVnEyX9Z6MDwOU2fw5UtY1I1RSOSb//5On4rFKsrdBiOc2hNP11dXOxwONmB1rG8DUf5620k3LPpBm0yZgPz858aRGhA3zmLNqb30rNyxSZzI1VetBrtKJOxinbJWg1dlWVLuAWlqbGpWJ3EQFo+xDBrMTuZgSQIA7NuKe7dJ01lGJsvIBMOQF/PF1xvI7WZpGWxadn+v1ocQEw1QSV4vAEDhGekBsOSbb/3iRgOCunoAKfe8GTiuYex8bc1c9bdJUQZP90OlMIEAOjknGWgI5KOKOkgfuEJpinIXUjEjZZhxJaEdoalAFgVYapu1E6henrsGyFhiAgBA7Ai0IpXlyeplPK7NXx2jSF52A4ZhnFpPupc8F8y1a0WxD5gFY6KgsVzmbpBn87XXX+PxzbcffS0WqyjKIGs4SeuPYtIStnhUm60MEzN4tgAA8JfK04UEALquPfiovHrFeOctfs+yoUyYChGdrlPWbDCrLIur4ngZ8HEsrbNUHYxgE5Ph0nV5qhBGjb25XdbIM9cANRyZPKC964HePni0aT3V17P0SWz6rN5VXvdck3lFZE1hWWPaB84IvD4AxPDwm1vqSqjulj3UlVAdkBz2R7Vyh6qq4KWlpGvgihzqrvRGj0NleDzaETyX5fUAG9PmUt9zXl4xAICavIPWWUW5OwxQzIjqD//2f/w18p9+/cL44Vz8UglB+kSWHS92V4hP3senn+IjwwAAjEq5dZ2Z7wV7JpsaCwBgTeeZLnmk0Pzk7/j0gyxKBwDwFosNfxMVBLGz2Di1VmdvUKP84l1RYmDWGn3lHAzTwKyWG94yDhWYn+xkry4DAOAT+1IsVlGUQUYeuelTakwMPJZjb3fGajh3dcuG2p1GXmFrAJiNTmWvvGZu2yzPn9Ueegys/blY+52kq3XKYNCrLJfmyVoJSWnM2elsK4bTF7Bdf5P71xkxL+o5owABjCq5+V3zsh+cs/mU25wU1k9ag0derzh72vz8QyBik6bwyVlgs7VrWVmhFRXCmLGQmHRzo+aWmz8S3mQe/xMtqc3VqiiTp4sB7WxcCgBA9ves2R3eWMgNPzP21rFHbl3eW1HuBFIaH73HLRZnXIL85G+QPonPv2eo+xScYIZKfTybGiP2VYrPP2XPPs4SrAAA9QXis4+EWwIwMI1B7rWi3OkGJGYkyrb99s29NdaHB2LninJ7dHbvi1rFW+b5Y+Ybp83IWLQZUF1DAQL7CP7UGu5qvoC2sfuf4kXviMJtxv/ei1ExoHmpqhZMgMgM7ZmHmEp56ZWyPWZeA8Tcoz01H5ujbVoMW/EEz39DXDsiypeAratX3igWu/hHnRSLVRRl8DVnykx9wojnvTgndYv24COyIN94+w98+UNs3LBctqardcpuVll+ZVCqLEu6cJ4kw1GpXQbiXbO1x84bHx2XX/7CvyUaXRpUV1KAIGKC9szjzBFidX3sdp49m2fPBq9HnM0zPnkfSLJJWXzKVLBYzc8/QiEiRoyk3dtNR5i2YlXLqyxpfHai2FEiPviYPb+KxVkBAHzFYuN75nUTkpbxtOEa3FTuduLQPpY6ns+ZBwB84RJj3dtsQjrGD1aRsr4Lcqi0sOXPacVrzasHjF8fw+hYYI1U7QaexFKZvFwPFvXvvorSOwMQMwpc+vS334x84v7Kr7psYhhGIBDo/7cGAADTNImoqSlE12oRQiBiyHYPAAKBgJQDmxTfN8298vl8t33wRMGT/w3P72bHL0JlBVRzihlDI6fQgllmOPe3/jRsLHz7H/HgdlZQDDWVQGGUNAHGzpRzM02LAU0d/43CNE0ACIIpydIAACAASURBVNlfdkjPC4nHj3PBKGuG12iCm99cEr74YzDBtHukkIZhdNK9xjz22WFMuU/mxBpD+t36/f7mnzjUCCEAwOPxMBaKWVihPyBLKUO2exCCAzLV4Ve7OBsj5o4lDHQ5IHsCHADJ8DU1Udt04+QRuPoFsW0T5B4Wyx8auAv35vNi4H5ZRHR0ts6jz+drfutOUBPuPcoxSWYlduxY7SH++XGMmS+WpRotK80JNIgDiIAn0NQSuZBS9s/ZRA1YUMaRy7jI7vY24Qn41ih2IJcVlVO1TjGpNGqKXDjLdBB08apAINDlxx806ZMhfTI0NbLzZ/DdteAP6GkZ/N4HAAByFphfb/CcPE7jJ7Y0zlnDCt9kl/cbv8yFqBhiXqitQxMobrpcNd/j6+rL6eTXuR13xfWDwKPvsE2X4b5/EnParzEChOUncPdBLCrDAIfIZJq6SMyZCP00EYGIOr9+CAFEBAA+n88wQiuxhV0ssD2+pvUhz5ruO7hPzsqB8AgImWsJwzA6/oEObqgEAIBEeP4f8eh2dqYQKivBnkCTpst5C8WJN/hllFo/nG79NiAPmCAG5G5O25u7wY2/4JezxOsPUz+ds81XNV6vN2QvXCGEB2QhxIAeeJqmWTtLBu/vmBE1nPjLH8/P/dH/SN9z7Ksux0chxMDFjIiIiAZu/7dJSomIIds9Imq+iRrqjnSi+U+vYRjYLyuXjFsE4xa13yQg0GFsDYc5j0HHRa4N6OzXa+5eyP6yzX/bhqZ71KhdreLMKZLDO3bAFgEAQAYRSSk7PktevnW91hRvPD7bkIFOv/ZBY5rm0N8Ldaafz4v+FuIDcuh3L9QGZCz8xnY5QDMW+cNNkF0feIZpA0ASRiAgO1xlIsLyh/iVi/q6PwcWLZUjxwxEPwdhQO40ZmQYRpfB5bpc20U/jZjmd5rUvl94+ZzmBdIL8N03bnybBPVuAAkH3mGnNIia6V8xQ1J/XT9YYfX/3fKf3e8tYTqsnN5+k9nNUBxC46RugSnTYcp0y5aN1sys1s08c6o8ftQYNebGhih4/DV2eq9+6hKrrwJyUFKaSJ1hzE4jTXb95QgmiQOQ2T//Ahr61w/QU/ewbJd160UkJjt+J4SFm62fHGQmgB5OYSZWXcLtV/iVh/yPz+o4OPRJ8zjZ/B2GphA6L26w2GzgaYQb9b/I7aa6ati5FRsbQQoAJJuNIlwU4SSXi5wuGeEER2+KhfWHW8+LIIdKaglEWGHaQzCt7S59vMbN0Spdtts/3UL8hg6COPC6Pm3baDplOdcAls7+mveVunC9HcEMyLeDiAYhZkRVe/7wXuNj//LQCF7YXTubzWazdTkX5TZ5PB6fzxcV1VW4dIjV19cjotMZGrUAblFdXW232+2huEwPmKZZV1cXERGh66E4Mczn8zU2NobsgdfQ0CCEiIwcijKHosaslwJjbSncfmazOHJGVvvQmYAj0/nS5c3zzGtray0WS1iH8qXF+wNnm2Da0+HpsR1rfwwiIqqurg4LC+t0DB1ygUDA7Xa7XC4+JCsZ9ST0B2TGWEREiJa0D7kBmRrF6TwTU7RF0zSn7HZAdhgAktkioqJYpwdm1CyYlKlv2gAX87VHHge9nxOO2g3I5KXjW8yjBVRRQaYNYxNY+kK+aApabhlWul/bMQhdH0uSjp4MCI1l50RGuzo+Gab7gdBdju6Oz7RsxKmuqKh6dx3nPGQP16qqKofDMXBXd30jklOovg4TW4p2U12tLSwsvN2IFAVLR8PSXu73yX+HJwEA+uXk9Hq9Ho8nZMfJhoYGKaXLdctx28pXYG7aLQwCAM3havdBAvnm5kNCONj939EWjUNNQuVx85114vIWR/4MfX7s7XevpqbGarV2vH4IDVLKmpqa8PBwSz/kVAq5/j+MfbWdPNNuVdkgmglhApmff6ytfg4jo6jkusw77vj2a+3GYZ+X6uqorobq6+jqZairpaYmQGipDR8ZjZGR6IpEVxRGRQ9QxmhTU1MgEGh3OAU3VCKT4K4lk4Ezqt3ylMY5s0wIfYw1PdYRfruXlXV1d/iA3M1p20x4qfC4+HqT8BDYuv5r3nuGYdTX1zudTk0LxcW4gh6QBR34Y+DLArbi1sJ2BKVHze175JVS8nOMHsGyl/EFGdgfX6Db7Sai7gbkgdG/P5WRf+BI4fGTP3rh9yD9TV74129fe/mX/3Jfx3n7iqIMJ+QhLwE0yc9+JS/Wg9WFMS6oK5YniuSZXLbydX1mZyuedlMsVlGUIVGbKy/4YEwOi2dC3Hb2k82urVotz5813nlLe+ARHDGq55f0gawU7//WzKsF1DEyDh0+Kr0grl0Qx2bp33+OudoMLj2v7Xgbul+nTFVZHjBsWrb5wV8xMhoTEqmsROzZQeFO87MP+b0PoHOwr7nvTtQg168TlQ6MNanK3+E5Or1L1BGkPqgtGYcIAAzisrWVl+Sf9soD+2nuo2ppi2CRj6obARFuTc1ou6WnZlRXa372AZ8xC6JjA+s/lR6PFhevPfNSx8C9zY6JdmxbM76V10PuenK7qeb/Z+/O46Oosr6Bn3urqjudpDv7vhG2JBACIewgBAERFUUQcUXclxlHZ3ue12f2Z3zG2R23cV9QFEREFBVBkUEEFNn3nZAQsi+drZOuqnvfPxKWQAgdSNKd5Pf98Addfbv6dKequuv0qXPLxJFDVOWULhcZOjHOQkLIHsQcQSw0jDkcLDTs0n8PkJKVl/GaarLb6XRmwdNDpS4++6u+w+DTf6WNDT2zxp3fmjVEqUN4QI//WtnabktEbvHRU/oP5WT6bvme9+V/ZXx+gOT5hzBJh5e53/qP1IksDmbXZfFBc8VhcfQmbe64dkkbeUX75owsY/978VgiIjKPLfz5P/Uf/2su5k0D6OmEmwxJ5kmRE6Pc9ICaFU+MSFSJte8aq/aJjxeZvX/cQlbogs1iAcArhNyyURgqH5zRjuXkPHUAT0o2Pv2IAgPVKddQO//qKOX2ZcbuCgrKUOfepsT5ExFV7jPefcPM/cH4cqjlpgGnBl5kbsfLPbO9yDxl0FGY3aHOnKOvXmmUlaoREdotc1lIqMg9bnzyIfP3V666lgX6aJlAFyHklkXGVicbfb/KP9C/Pefk0y0PHCFSeeaQZgeN5GE8eINZvl8UX6dEI2nkGVkuK0xS09Vf3d/a7AOtDhP7dpvf/ke9cQ4LjyAimnNnbXV1aGgoa1NbGZs/s/mzqPPSSaYpa2uoukqWlcqiAnH4gCwvI1cdqRoRMYeDhYaz0DByBDFHEAsOaa1xUl2d/t5blvAIi81PX/uVMu16npTchgjJyocOYTs3iq/fN5PuUuL9SeryyGrjs93Eo5Urs3zyiqjO1PpuS0ScRacpWSYRUUOB2JWD1NG56g8Z768U7pbeGPdBY8laaZxXXHlgmfFdarsUV3qFL5aEAUC3wlXijBhnE+9Sh8WeWujg2bcpx58y9h01dxTTkOa/RMkac+MWyeLUkX06P14AaEHrlTKXw2ZTZ98mdm7TX39RvW4Gi0totzXLOrHzAJGVT7qpKWFERMFp6vQrxItfyYO7hTmgqdj+YnM7qjGXc2brwTxl0GFYWDi78eY6pzM4OJipKhHxxCR+xz0i56jxwbssOlbNnkK+cwVo11K01li+W8ZO1aal0Mrz7hWloqiBWASLDWy2XInlMYpZUSKKDSUaM1h5xiiTFZIcEaz1N+xCw4QwVq+kijJt3oPUQR0eFIU5gsgR1MIx3NBlVZWsclKVU+YcFeWlsraWTJPcDRQQyELDmN3BHEEsLJzsDuYIMlZ8olx1DT/Vd0x/6Rn+4E9aqJxqRf8b1JFH9O/2GS/8zowIo9oSWasTs/Nr71ITfbHBRadqfbclIlLZ6JubcgQV/9F3I2fUXI8sruyonJGSfOu/nuugdQNAl8L8mY2REclTo5svd/CUONp3WBaXEMU1u+usS2A6M1IAuKAOrpThGZmsd1/j4yUsNEy96lpql/5cokSWGMQTeO/mea7IGMZJ1tWQIFKISMjdO6TJ2bCx/OwTLa2v+vCvFJ3oMl+yrBFHC4kpLD724oOhs/BevfndD4l9u/V3XucpqcqY8e3eV6ubc+cY738qWF91zlRuoRauVhWV5JTEg1jQOXuQRkGBJKuosoqoq/7q3tmcJdKUFBZ1kRPOlobJ8jJj6SJl5Fg+ZVoHR3kBqsZCw1ho2Pn3yNpaclZIZ6WsKBcn8qSzklx1stqpzrrl9BgWlyBLS1hEZBuekfnzG35mSVhpfLdXFpdIxc5SBirjr1L69PgrUi+628JF9NDiStQZAUAH45EsnFO1QefP3iAkEbFzTw475BIYALgMnVEpwwLt2u13i53b9Nf/rV43k8XGXfwxreORyuxHuBnAQpoHXVEqJVFwGDUuljXieDHxYJ58zukro6CIdjgIMYdy3z/amANT+PTfWadf/nPDRfC0dJ46UOzcpr/xMh80WBk5tn3yld2erBOfLTBP+vGbbleiFGrhA55INkiDiKyknbMbMWbRiKRs8NGZiXxReSkJzsICac9qY1+urDZZeAxLTOcZSc2OyecNI8ZlZYV65zwe3kLKxutYQAAFBLDY+LMX6q/9u9mgulpz93Zl2ChmP7/K9cKHSubPsm7Usm5sz3C7Ok92W2hdTy2uRM4IADoYs/P+sXTkhNiZQ4m9zywX5WJPHjGVJcTS2T91dNwlMABwaTqxUoZnZLLkPsbHS1hUjDppams9Ly6K+bNe/c+crRoN5KqWebvMlaulCODjRjddmCZKZKkgFsocVeLblud2hO6MMT54KM/IFLu266/9mw/JUoaPuqwNr/uTcudiY1Mpy7pXzbqMHu0SVQ4ekrK8VEpJW+a7v3NT45VCB3bShi/ZhnHqnBt5mHLBYUTEuLF4zVnDfB0fOMj4Yrl69XQiEgf2yXqXEh1rrvhE1tTw/qk8IxMN7C9JO+22PVkPLq5EzggAOhpnmeP42oViw7t62F3aqERiRHqpWPm2cbSBHCOUQQ5qqDwzHM1iAXxNWytlQrK1P2Vf+rPZHdod94id2/S3Xlanz2QRUZe8qjOM3caTr5ouSUSkRSmz5qnDTl3pcGlzO0I3wxjPyOQDM8zN3+svP8uHjkDm6ILKNhjLtsmIbG16emvlwMzCVCJdJ12S39njpHTrRIxZu+Tv7d4gZGkZkSQKV2bMUFKSmNUlc3cYn68Qx9fp79gsP76Wqc2HXTVJHvxeGTaEBernDfN1yqhx5qYNDS8/JxmpsfHanLnk58fT0snQxaED5spPZXU1kkdt5uFuCxfSs4sru8KRAwC6uqAR6g379cXbxMf/aFgVyoJUKiuRbkn2fuqtM7k/ozOXA6NZLAAQnVVwxOMTlfFXXu7ZO3ew1AwurEx1iYP7za8/Y+F3KMn+RB7N7aiE4it2z6AoysgxStYIc8sm/bV/K6PG8kFD2tZ8tyfI2SPqiCwHjFf/cWqRpEonkRDrXnFvU1n4WHXOaMaDycGoxCmrJdnPfg8NqqolplAQqok9xFifCaqDWN9RPK6xX7uNpU7U4hz6v94WheuMvVdqGbbTw4gCxKEf1JtvbWwhdN4wn8eYMnJsffoQt9sdEhJyZrmq8bT05smjKt4/jQ8e2tJla9Ccp7utN2P0YT29uBI5IwDoBJwNmauF9DPXfidyCmWZxiL68uRM5crRPKD5pxOaxQLAKczu0G6/29y0UX/zJfWGm1h4W3qgnoMnKrfc21QqVb1df/4t4+336Gf3KnbmydyOysT2qHWCrkJVlZFjlMwsc8M6/Y0XlTHjeVq6t2PyNZIqT8rK8xZXnpSVJEU6EREP51EWs7hMFrgoNuDMGFEoigxi0SwKdUYe4mzAxBYqPe2Z6rAV7v+UyqMnKKMfEWf9x8kjy4kqtLsfPNOZ69xhXd85yaMvliN55BkPdltoUY8vrkTOCAA6B2dJY9W5Yy8y6lKaxQJA98WYMnIM759qLPuAJ/dRJkxqQ9FHQ4UsrSG/UBYW0Gy5fZCSZhff7RP7a5XhgZ7N7YicUc9jsSrZk5URY4z1a82N65TsKbx3X2/H5BuyHrBmnbPIFMuf1L+t5NN/o407/SO8laX0pV17xM5dcuioMztu/k5RJig0DVOjXjZGYaFEJdLlIiJZUmx8tFgZfyVPHdDKsG7ldPJI18VhJI9a5eluCy3p8cWVyBkBAACAT2Mhodq8B8xNG/U3XlJn3MTCPGswVLpef36VjJ1u+dGU8+rtGUlB9Q1EgW2f2xF6En9/dco0WVtjfvO1+c3X6pRpLC7B2zF1FYwNGq98tdc8uMLY3k/LDCMich0zPvlGSgsfM5Zjx/JQXZ7YnSutcTyjV/OcuSRXPRFjgYHmlk1i23qeMkg2+EtJFxrWuXF3Ig3JoyayssJY+Wmg08kYE2PH8wGDvB1Rt9GjiyuRMwIAAACf11hw1C/F+ORDnpaujBh98YKj8HhmZbJwtyibpESclTTSc8XRKmIBLMJO5OHcjtCjsYBAddr1srLC/HqVrKlWp1zDYnrEViFPnlA2f89NIYYO40nJbX68NUWZdYWY/414/0n36iTmaJB5J6XOWMpsdVSXnDzIO9QqsXKx6YpVIn+hxpyVaTMLxa58YjZWvkVKrt0+2fj7a60M433iOj/2ztbDk0eGbix6W51xsxYdQ0T6wvmkabxfqrfD6jKk08k2rrNWV4m0gXxgxpmvGT2+uLKrxg0AAAA9DQsN0+66n4j0d16XlRUXGW1NVdKDyMgxlnwqKvSmha5886OFZrGk8OG8T+MvfpxljuP+Um54V9+Y2zRBtV4qPp9vHG0gR6YyqAecaYAHWHCIOnOOOu16Y+1XxgfvyfIyb0fUscTuHcaXK2xZI/xHjTU3rjN/2Nj2dTDWb6blkduVgfFUd0LkllNIf+Wah7S5YxmKjDxnSVFGRJM4aS76QJScmjSkPt9c9o5xwiCLlY/KUK+fRba01obFXKGkWL31CrxA03haujr7du2Oe5jdYXzyof7WK+b362Vtjbcj60Ai9zhPHcCiYxpvqtfdaG7Z5N2QuhBZUqy/9ZKlX0pA9mRZVGh8tLjt62Bs0HglmNHBFcb2Ux8Q3aK4EnVGAAAA0HU0Fhz16m0seY8PylRGjrnwUD8+dbaSO9/M+Ur/27csJIxUlyytIIMoOE299RqunRp40bkdAU5hEZHaLXNlQb7x+ccs0K5ceVV3nfDbXL9We/Anjf/Xbpmrv/ysMnz0BcYqfPrvrNNbvItR7Aj1zhEdE2MPobJJ89S8Z41DG/R/bmVh4cTrZFkFGUTWIOWenyi9Qi8yLGq4ettVPTRPZ7HywUP54KHkbhD79hjLPiBd52npPH0wCwi4+MN9X71LlhSL4iJZXCSPHeZZZ/Y1ZnfI48fNLZt4YhILjzyvOLeV3faUkGztT9kdELQvMr9eqd1xT+PF78qkqcbiBbKslIW1sSKymxZXImcEAAAAXQyLitbuedj85mt9/qvqjJtZ0AVO2u2D1Eef4OtWmPvyZFmJlIEsLpX3G6WMH8KsZ3979nhuRwAiImIxcdod94jcHGPp+ywiUsme0k3OP0+RlRWkas0WOYKNT5eykHAWHEx2BwsKYXY7cewgnUKNUeb9N9v8lbn5gCwvkdKf/IJ5dB/1rjuZhV14WABLSOf9RytXpDPtwivvIc5OHu3dbSxbTLrOB6TzgV0peSQrK2RJkSwulsWFsqKcSJLVj0VE8ahoPjiTRo4xFi9QRjZNOGP+8B0fPIQ4Nzd+K0uKSVFYbDxPTGIJvbrQS+4MQsjiQlFUoJ7VLZHFJcjSkjbnjJqKKxOM1evEsROiUmGh/ZVhk5SxqV06aYucEQAAAHRBnCvZk3lhgbH4HZ4x9IIFR1oYv/IOfuXFV+fR3I4AZ+GJvfi8B0TOUWPxAhYdo2ZPIZvN20FdKiFkQb44dkTm58nqKmZ3yBpnswHOCuXKKbKqSlY5qaRYVDlldRW56oiIGGOBdnIEsdBw5nAwRxDZHczuaMMsh3BRajAfdRMfRfLkCePjJcrkq1vuU3NqGFyQxcqHZPEhWU09jz5fJquqeEoaH5LFAu3eDu4spimdlbKoQBYVyvJSWVVFDQ0sOJhFxbDQMN63H4uIOj9pq4ydoL/+IktIkmWljHN19m3EOWUOIyISQpYUiZxjYsdSWV1FmoUnJbNevXlcAmk9LKdomrK0WJzIk/l5sqyETMEio5jFKosKWFTTlX0i56g6MOPCq+hZxZXIGQEAAEBXxaJjtHsfMb/5Wn/nNXXGzU1dTqVkun6xhwK0D96rN7/7QXHogP7umywpWb1iIvn5eTsoj8gqp8zPEzlHZUE+CcHiEniv3jxzeGMNgji4X3/lOWXiFOLc/GaNMnYCi4o5fULVjGnK2hqqrpJVTllVJXKOUpVTulxk6GQKCgxk9lOJJEcQczhYSBhZ2mf+IGYYPep019yySezart5xT4/o6NzRzmmYveITbyaPXC5ZXirLSkVRoSwuJFcdcc6CQ1hkNItL4BmZLDTMk9XwQUN4yoCKQwdsQ4b5RUY2v4+zqBglKoYaf2Kpd4m8XHHogLnua6qtZZFRLKk3j09gkdHdMNtb7xKFBfJErszPky4XKQoLj2CR0crIMadfr6ysMN5foIweR0HBYuc2WXBSbN+iZE/2dug+ATkjAAAA6MoaC44KThqLFygjxsiiQn7ssMPm766t1a65niUkeTs+6BF4vxTet7/Yv0d/5zXeL1UZN+Hca7t8gWnKwpNNxURVTuYIYnEJSkYmu3r6+WeJvH8qC49wbdkkhel/7QwWGXXB1SoKcwSRI4jFJbRwr67L6ipZVtqUotrnlNVV1JjVNU0WGEiOoMakEgsL97xASZYUGR8vCbT6kWEY4RHqtTO6+YVy9fX6ssUsLEK76/5ueErvXWeSR25x+KC54hNZ5eQpAzoueSSrnLKoUJaXyaICWVZCjJOmsdAwFhmtDEhnEyZdVlLVYjGjYigw8CLD/Gy8Xwrvl3ImpJyj5vcbZFkJEWPxiTw+gSUmd9Gr2BqPNrKoUBYVyOoqUjUWl8DjE1r5m7LgEG3uffWbv9NzjgWkZ6jX3WiuXW0sXqDeOKdHJaZbhJwRAAAAdHksJlab96C+4A0en2C5/8fU+JvhB+9qd95Lfl32ciHoWhjjaek8daDYtV1/4yU+OEsZPsrriYxmxUSmyeITea/efOhw5n/xU0EWGmaOGieEuGDLME80ngy3WCVxToHS3t1U7ZROJ5kGCUkWC3M4WGj4mQKl4FCyWomIhDCWLlJn39G4WvOHjeaaL5VJUy89SN8m8/OMT5cpU6/lvXp7O5ZuTbN4kjwSRw9rO7YyVZUjRrdceXe2sy8xa8xfmCYLDmm6xOysOhfvYo4glpHJMzKJziSXxc5tsrqKbP48KZnFJ/L4RFJ9NHvQdKA7kScL88nlYkHBLC6B9eqtjBnfhgSczSaHjXLX1dnDwohIyZ4s9u/V33xZnX0bCwntwOh9no/+1QEAAADaRlGIcWXS1Y23WHAIT0sXuTm8f5p344KehTGekckHZpibNuivPq+MHMsHD+3Uc0JdF/l5MjdH5OZQfT0LDmFJycrQESwyyhdOTZtpvUDJ5ZJVldLplNVVMjdHVFdJZyWZJklJhsHik07noZTho/XX/t2VO8xemJTm+rUi56h65z2epPmgfZxOHtXXm/t2GR8tJiH4gEHKwAxz2w+y8KT/2GwydOOzZcrYbJ5y5iNG1tbK4gJZUiyLi2RpCZkmaRoLj2QRkax3X2XkGLL5e/FleUpRWFyCcmqvlFVOmXdc7NtjrllFUrKoGJ6QxBJ7seAQr0Vo6LKwQJw8IfNPyIoyYoyFR7LYeGXQYDZpajtm6nnqABYebix+V5lyNe/dr71W2+UgZwQAAADdxflnxL52kgw9hKIoo69Qho0yN67TX31eGZfN09I7bmuUFeXy+DGRmyNLikjVeFwCS+yljRjdtYvsbDZms7VYxyELTppbNzVbUuWUJ0+w2PjOCq5T1NXpSxfxpGTt9rtxKPMOPz8lc7iSOZzqXebe3fqS96Sz0vLoLxrv1O552P38P5SiAllSJJ2VJIkFBLLIKBYRyYePZuERpHSHTCZzBLGBGbyxIXTjFGO5x8VXX8jKCrJaeUIiS+jF4xObagA7iMslCk7I/BPyZL6sqSZVZTGxPCaOT5jkYaenS8bCI7W7H9CXLJQn85Vx2R36XD4LOSMAAADoJvjADGPVZ+pV1xKRrKwQe3dpw0d7OyjowTRNGX+lMnKsuW6NvmGdMuHKlue6ugS6W5zIk7nHRF4u1dezkFCW1EsZNY5FRPaE5AKLipYnjsuyEhYWQUTmd9/y5D7m1h/k8o9YfAJPH8wTe3X190EcP2Z+sVy95gY0ZfMJfjZl6HDep7/51YqzFzNVZTFxfPBQFhTsrdA6FecsOlaJjqURo4mIGhrEiVyZm6Nv+IYaGlhICEvsxROSWGR0y8U+QtCu7db8PJmYTBlDWtlJG7PAMv+EKMinhgby8+Nx8Sw2nmcO80KHcotVu/Uuc+1q4/131JlzSGufFv5dCHJGAAAA0E0oQ4eba79yv/ws87OR7lavndGxv3wCeMJqVSZfrdTVGevXmuvWKNmTL+0ah7M6E50k02jsTKQNH0P+XeFql/bFuTrrNuOTpUQkTYPHJqg33NR4jiqLCsyd280Vn7CQUJ6Ryfun+V6th1vuXWtu2itKSmSVycKiWeIg5crxPPjUeVnj9WjHj2m3zBCb1xkfvC4q6lhgBEseqkyZyENw+tZG0iW3rTI2H5LFxdLwY+FRPPUKZfwgZjk7YWGKT/5XX1/RwsNjr7E8ejXjRETM4ZBlpWdWXFlBqna6jXRPZLXyPv2oT7/GfazxGGXu2iELPie3m0VGsbgE3rtvUzMg09TfepmnpgdkZMrjLovYDAAAIABJREFUx/T5r2pz7zudWmrWkKi+vrFDP0vspY4e5xNXZTKmZE8WRw/r819TZ87p6OImX4ODDgAAAHQfyoTJ+shxtU5nWNSFp3kC6Hz+/uqUabK2xvzma/ObNeqUaSwuQezYyr9fH0BkhIYpU687dwJ13S3yT8gTubIgX1ZXs4AA1quPMnS4jzTN9S4WHqHd/WB5cbE1ICDgr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/></p>
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<p><strong>Table 2.2.1.</strong> Pageviews Overview</p>
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<pre class="r"><code>### --- Full Dataset (Table Report)
datatable(dataSet %&gt;% arrange(desc(Pageviews)))</code></pre>
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<div id="pageviews-daily" class="section level3">
<h3>2.2 Pageviews Daily</h3>
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<pre class="r"><code>pFrame &lt;- dataSet %&gt;%
dplyr::select(date, Pageviews) %&gt;%
dplyr::group_by(date) %&gt;%
dplyr::summarise(Pageviews = sum(Pageviews))</code></pre>
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<pre><code>Adding missing grouping variables: `Tag`</code></pre>
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<pre class="r"><code># - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = date,
y = Pageviews,
label = Pageviews,
)) +
geom_line(size = .25, group = 1) +
geom_point(size = 1.5) +
geom_point(size = 1, color = &quot;white&quot;) +
scale_y_continuous(labels = comma) +
ggtitle(&#39;Occasional Editors 2021: Pageviews&#39;) +
theme_minimal() +
geom_text_repel(size = 6, show.legend = FALSE) +
theme(axis.text.x = element_text(angle = 90, size = 12)) +
theme(plot.title = element_text(size = 15)) +
theme(legend.title = element_blank()) +
theme(legend.text = element_text(size = 15)) +
theme(legend.position = &quot;top&quot;)</code></pre>
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" /></p>
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</div>
<div id="pageviews-per-tag" class="section level3">
<h3>2.3 Pageviews per Tag</h3>
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<pre class="r"><code>pFrame &lt;- dataSet %&gt;%
dplyr::select(Tag, Pageviews) %&gt;%
dplyr::group_by(Tag) %&gt;%
dplyr::summarise(Pageviews = sum(Pageviews))</code></pre>
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<pre><code>Adding missing grouping variables: `date`</code></pre>
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<pre class="r"><code># - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = Tag,
y = Pageviews,
label = Pageviews)) +
geom_bar(stat = &quot;identity&quot;, fill = &quot;deepskyblue&quot;) +
scale_y_continuous(labels = comma) +
ggtitle(&#39;Occasional Editors 2021: Pageviews&#39;) +
theme_minimal() +
geom_text_repel(size = 6, show.legend = FALSE) +
theme(axis.text.x = element_text(angle = 90, size = 12)) +
theme(plot.title = element_text(size = 15)) +
theme(legend.title = element_blank()) +
theme(legend.text = element_text(size = 15)) +
theme(legend.position = &quot;top&quot;)</code></pre>
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<p><img 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" 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<div id="pageviews-per-tag-pageviews-per-device---landing-page-1-deinengagement-only" class="section level4">
<h4>2.3.1 Pageviews per Tag: pageviews per device - Landing Page 1 (DeinEngagement) only</h4>
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<pre class="r"><code>pFrame &lt;- dataSet %&gt;%
ungroup() %&gt;%
dplyr::filter(Page == &quot;DeinEngagement &quot;) %&gt;%
dplyr::select(Tag, Pageviews) %&gt;%
dplyr::group_by(Tag) %&gt;%
dplyr::summarise(Pageviews = sum(Pageviews))
# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = Tag,
y = Pageviews,
label = Pageviews)) +
geom_bar(stat = &quot;identity&quot;, fill = &quot;deepskyblue&quot;) +
scale_y_continuous(labels = comma) +
ggtitle(&#39;Occasional Editors 2021: Pageviews&#39;) +
theme_minimal() +
geom_text_repel(size = 6, show.legend = FALSE) +
theme(axis.text.x = element_text(angle = 90, size = 12)) +
theme(plot.title = element_text(size = 15)) +
theme(legend.title = element_blank()) +
theme(legend.text = element_text(size = 15)) +
theme(legend.position = &quot;top&quot;)</code></pre>
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" /></p>
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</div>
<div id="pageviews-per-tag-pageviews-per-device---landing-pages-2a-and-2b" class="section level4">
<h4>2.3.2 Pageviews per Tag: pageviews per device - Landing Pages 2a and 2b</h4>
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<pre class="r"><code>pFrame &lt;- dataSet %&gt;%
ungroup() %&gt;%
dplyr::filter(Page != &quot;DeinEngagement &quot;) %&gt;%
dplyr::select(Tag, Pageviews) %&gt;%
dplyr::group_by(Tag) %&gt;%
dplyr::summarise(Pageviews = sum(Pageviews))
# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = Tag,
y = Pageviews,
label = Pageviews)) +
geom_bar(stat = &quot;identity&quot;, fill = &quot;deepskyblue&quot;) +
scale_y_continuous(labels = comma) +
ggtitle(&#39;Occasional Editors 2021: Pageviews&#39;) +
theme_minimal() +
geom_text_repel(size = 6, show.legend = FALSE) +
theme(axis.text.x = element_text(angle = 90, size = 12)) +
theme(plot.title = element_text(size = 15)) +
theme(legend.title = element_blank()) +
theme(legend.text = element_text(size = 15)) +
theme(legend.position = &quot;top&quot;)</code></pre>
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" /></p>
<!-- rnb-plot-end -->
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
</div>
</div>
<div id="pageviews-per-page" class="section level3">
<h3>2.4 Pageviews per Page</h3>
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucEZyYW1lIDwtIGRhdGFTZXQgJT4lIFxuICBkcGx5cjo6c2VsZWN0KFBhZ2UsIFBhZ2V2aWV3cykgJT4lIFxuICBkcGx5cjo6Z3JvdXBfYnkoUGFnZSkgJT4lIFxuICBkcGx5cjo6c3VtbWFyaXNlKFBhZ2V2aWV3cyA9IHN1bShQYWdldmlld3MpKVxuYGBgIn0= -->
<pre class="r"><code>pFrame &lt;- dataSet %&gt;%
dplyr::select(Page, Pageviews) %&gt;%
dplyr::group_by(Page) %&gt;%
dplyr::summarise(Pageviews = sum(Pageviews))</code></pre>
<!-- rnb-source-end -->
<!-- rnb-output-begin eyJkYXRhIjoiQWRkaW5nIG1pc3NpbmcgZ3JvdXBpbmcgdmFyaWFibGVzOiBgZGF0ZWAsIGBUYWdgXG4ifQ== -->
<pre><code>Adding missing grouping variables: `date`, `Tag`</code></pre>
<!-- rnb-output-end -->
<!-- rnb-source-begin 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 -->
<pre class="r"><code># - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = Page,
y = Pageviews,
label = Pageviews)) +
geom_bar(stat = &quot;identity&quot;, fill = &quot;darkorange&quot;) +
scale_y_continuous(labels = comma) +
ggtitle(&#39;Occasional Editors 2021: Pageviews&#39;) +
theme_minimal() +
geom_text_repel(size = 6, show.legend = FALSE) +
theme(axis.text.x = element_text(angle = 90, size = 12)) +
theme(plot.title = element_text(size = 15)) +
theme(legend.title = element_blank()) +
theme(legend.text = element_text(size = 15)) +
theme(legend.position = &quot;top&quot;)</code></pre>
<!-- rnb-source-end -->
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t+6u7arRcb1PQfCs39fkdjTp6Zc9+jY0QfZN6dfPHwmiWxqebsU/b5wRRVGHxjb2j4V2fQz+48mZDusLuzwkTBdwX/11ru9TOGn8TUuYm3/nrOv2fZccvryzomtKuZunZH4NalvqgsLPhv5NutwT88GP9KZ1m/sJxFwBEMp8m018fatJtJcOXoqMds7kn7hxIXXoUHkWtvbin954VyYNvuB00L+XrZk1eFHr86fWeveney0V/buv3P4r0PJtl0HdMpnSikhh2IrtGnnzb4IPrjp1HWuapPGjixJ67dsZJJx6fi6o+eS5Y0DWlrQu7ynAFAWlf/QQIxt7/m/BlVMP/9dp85T9zxQvr2W6mLP/vJRgy5L7vJeo1f+r6UpEZHIq/fH/tKk/bNnHH756lqle7bj1/VXn4q96lSUFLqX1el0RLxO9+Yixyedm/vTX/EccTodEfHJ59dM+3bslD8fvPnxpEmOTVCT2MbWKsepZqw7fdzRWntt6eQ1d9NfH+vCvKnrH5FrUL/mQr6yiiqMXkj8+/bxZGN2TJ/2b+SrL470u2u+WXxFXVg24V93E3i3lyn8NL6SeW7ZnEOJbsPXbBjnb5Vf6wBj13lAZzvN2V9n7HuZVTQ+8fjCFRe19oEDA+0YAUcQQpOWmBCfkKwq0dkv6m0V1+rTr44kfvdPP52IffVSUq/9OmPj20YUk1afBLlw1xZNXHHn9aojfPL52UMHfP79vkjZ6/Nn1jqok53m4qavlx1McerRv515foURcihRtXZtq/Aha5cdU1o3alJDTMRYNmnhJ3r5z7Ktj9i6HdrYM/QO7ykAlE2l39fSINLurh9YXcEQw8ps3Ou26d67awsfV0sJQ4zIuv7ne55kb19NvzK/jYOIkTrX6zZ47PjhPes5SBhp9fFHs6YCLGyv9uGydlYsa+0b9PkPP/04ZWyQv5N5lRZN3cWMrHLroauuqLThawLtWEbiUKfb0AlffTl2UMdaNmLG1Pfrk4kcn2uggSZsXY8KYoa19GzTd8SYIT0buZoyrLnv5weyTWCQY44d/tVA+FejJ4osTImGXA4ePOTLjfe02eZpsPfu0G/Y0D6tPa1EVg07NLYR5zd6Qn1ouAPL2jceMn32xssp/Du+zCJOY27a2zPrSIi1927dLo+OX/z1guN5ntc8WB3oyDJmVdsN/nrqV4PaVDVjWKdua7OGRgg6wtvny3/0RMkmd3pz8CLfVl55YVZzW5aRV2zQY8iYEX1belg6tBje10cibbX0qY7neZ6L/ne8jznDKKo0/2jY+M9H9WlayYQRVey9ITz75yB132AHlohEVSacyj72KMc7IuRQqqOjKrJEjEnnda9GHWkuTfYSE5HE7/WEDcV9TwGgbHpfQgPP87zq6YmV3w5o5+tmbyGXmlg5edTrNPR/Gy/H5DOkK/PZwVmDOtSvZm9m7lTNv/O41RdjtYL26qKDlwxrXdPFSmFVyadV0FdrryXqki+vHtulScP2/zuZwfNcwo3NU4Mae1WyU8gVdq41mgR9u/7i6wkIcn9Bqh4fnDeiazPvSlbmtu512vSZsu1e2ptS5Bsajn9e3dlryM6sbUUVpiRDLolYl7HHX30xpN3dPKl3y9qVLE3MHGq0G7P6auy15YN6DPv9bu5h/TyvvPJrz5p2JjKFU9Cf0e/6Mos4jbmpDwyxK+jHqrTZL49ej6hMu79relCDyjYKhb1noy5Dftz9ML2YR8hSqqFBQB3jeT79wfZvezev4WTl4NWs11cbbyffm1NfIu+SbbYS5b2tk/u0qeNuqzB39KgTMGrJiae5RyUr9w92ZClrGsjsryP3O1LkoVL//sSGpTdTZ/I8n3FgiANLIo+J2WeQKs57CgBlE8PzZWIBSAAQhEuLe5msMbFxts42/EL5z8DKQcEDTzz4pZnEeEUDgPce7iYClCvqk5P8Krm2mHHpbbdf1d3fl+5Lsm3Vrg4SAwCUKrQ0AJQv6tuLA1t9dZKt+/HQPo1cRAlhZ3et33OHabHw7OEvaiI1AEBpQmgAKG/45Ns7f5m9dOfZe09itVaVqlbzbT146vRBfpZGmFcCAD4oCA0AAAAgCPo0AAAAgCAIDQAAACAIQgMAAAAIgtAAAAAAgiA0AAAAgCAIDQAAACAIQgMAAAAIgtAABeI4TqVSca/XuQYoCY1Go1arjV0KeE+oVCqtVmvsUnyIEBqgQBzHKZVKhAbQC7VanZGRUfTjAARQKpUajcbYpfgQITQAAACAIAgNAAAAIAhCAwAAAAiC0AAAAACCIDQAAACAIAgNAAAAIIjY2AUoqxYyxi6B8YmJ7IxdhjJkIm/sEgAAGBlaGgAAAEAQhAYAAAAQBKEBAAAABEFoAAAAAEEQGgAAAECQ8j16QqvVltJCZ/LSOKhRPThLjfdQrW50snmeqJhJu0/Tsht0I4EYM/J1p28CKMA69xGe3qdZ5+hiFD1MIxsbautLU1qSl/Rdn7S8UalUxi5C+abT6Xiex2kEfdFqtahOpYdlWak0n+t7+Q4NDMMwDMZGFi0jkgYdoIT8xgzy6fTNKloUSTxLzrYkVdKJK3TyDv0yjiY4vn4QR7t207ALlEJkaUnVrCg8hv44RH/fpX0jqKVJsZ+0PEJN0wucRtAjVKfSU9C5Ld+hQSQSiUQiY5eirONVNG0rXVLnu492/U2LoqiyL23rSfXNiLS0ey99cp6m7KD2Y6kGS0QUfp6GXKAMS1owgD6vTCIidQL9bxvNi6ChB+lGTzIr1pOWTzKZzNhFKN80Gg3P8ziNoBepqalisRjVyfDKe5sxFIWnf/bQ0hjytM/nzda+oFm3iLWl9X2pftY3v5h6dqWhVpT+jLa9JCIijtYEUypDg3rTl5UpK6PJbGhWf+piShFXaX9G8Z4UAADKKVzS33OPr9DIq+TRmOZVp7yNTXdu0R0d+TWgptlvXUlo9jgKnUSjbImIeCVdSSRWTr2q5TgCa0n9PIjUdOhx8Z4UAADKKYSG91nmSxr8Dykr0h+BZJN3N0/nH5OWpWZVKNc9HgtL8rInZxkREa+lTJ6IyaeuyMREPN2PJk74kwIAQLmF0PD+UtOPW+kMQz/1o4b5jnHgKDSOiKGqFnTiDAUsJOsp5PAztd9MW1/Sm/6LrDlVMyEug448y/HXfDrtjSCeKCEtW2go8kkBAKDcQmh4T/F06F+aF0Vdu2UbBJHnMXEZRER7d1GHvXQykZxsSaKkY9ep/2Lqd5k0WQ+T0EA/EnG04i/aEv0qTGQm09yttDGFiEitfZ0whDwpAACUW+V79AQUJOomDb1AFf1ptX/uWw9v6ShdS6SjI49pcB9a6E/WDBFHp05Sv4O0Yw81c6dxtkRELQPou0ia+ZgGLKSJtuTMUngcpYopwJ2OhJOp9FXHBUFPCgAA5RZaGt5Dujga+jfFOdD67uRQSEdEEclYIobqtaGV9ck665EstWxNc6oTo6Y/bpKOiIgYE/phNJ3oTl3cSKqkZzpq4kt/jqOpFYiIrBXECn9SAAAot9DS8B5KeUwn0kkipUmr3m5UJhFHdOMUNbxGYjva1I88GLI1IdJSx5qUo/sBQ229SHyXHkaTll63GbDUvBk1b5bjiTYmEMe8GleZKPBJEVMBAMothIb3ljKJriTl3piaRFeSSKKjDCJiqZY9Mamk1uV+GMcTEUlFr+47JKdQnIasLMk2e33R0KmnRBJq5lKcJwUAgHILoeE9ZO1PKv/cG4P/oVZnqEn3HMtAtPYkcRjtu0nfu2ab1ZGjvbdJw5BfJZIQEdHxfdT7BrXoTsebvf3bqJu0W0nmNaiTWfGeFAAAyilcyT9onvWooyndD6Yh514vEqGhPf/Sd+HEWtA431ctDW3rUUWGzhylX54RR0Q8RT6k/vsokaXRbckZPRgAAD4MpdTSwCdfWjZ5o9XEXwdWzdGNnku8vnXp2mMPlTKXRv0mDG3hLCnWRtAz1pKW9KRb22jnbtp7kDytKC6eXqpJbE7f9aeupq8eZuFFaxtTt3M0aSn9Yk/m6fRASTxDHbrS/9yM+gIAAMCASqWlQffy6LLVwQlc7vUN+cQTyxffqDpu6YZVU1vEbli45ylXnI1QGirXoYtj6ItaVJGlsDgytaNezen01/SDe7YZoBnq0IPO96VulYhPpmcc+VanX0fQvubv4RriAABQkFJoacgM/2vZ8Uq9A2IP5N6THnIp1D1gvJdCxCjaBtbduf1aTJCrueCNTmgGL4Fm3UnbPf9dDm70y2D6pfC/Z6iOP+3J02vhnZ8UAADKHX2HBj71xoZVoY0nTK5+5toBTc59XGJsvNzBQcEQEYntHa0To+M4Tit0IznlmTAoIyMjLS1Nzy+BiIjsSuOgUJ7FxcUZuwjvA5xG0Je0tLRSuv4DEUmlUgsLi7zb9Rsa+LgzKzcpu0/t7CJ6nN9uImKYt+0FHPHF2ZiXRCIxMzPLbw+AnqGmlZBareY4zsTExNgFgfeBUqmUyWQSCTq7lRaWzb/3gn5Dg+b++cuPr9+cMHAFceq0DPpuyLPPFk3tYPtqrkEbO2tVaGw6T+YM6RJik22cbBnWUujG/EovFovFGDUKhiCXo/9GiWi1Wp7ncRpBL5RKpVgsRnUyPP12hJQ2/XbHrm2bNm3a9MesXm4uXWeum9bBliFe+SIsIiadN/Vp6BVx7NhzDXHxFw7fsG/S2Ikl4RsBAADAiAzyM117a/P0NebT1oys3WbsuKglCyYcyhRZ+fQfH+jMEpGN4I0AAABgPAzP59tbQM8yL23dbdWnr2f5WftwIYZqQE4TDfFJeY8plUqtVmtlZWXsgsD7IC4uTqFQoIuM4RnkBzz3IiTRs6VH+UkMAAAAkIdBbk+wzv4BzoZ4IgAAACg16CoAAAAAgiA0AAAAgCAIDQAAACAIQgMAAAAIgtAAAAAAgiA0AAAAgCAIDQAAACAIQgMAAAAIgtAAAAAAgpTvdaXVarVKpSqNI1uWxkGhPEtOTjZ2Eco3nU7H8zxOI+iLSqXKzMw0dineWxKJxNTUNO/28h0aZDKZTCYzdingg2BpiSRZIlkLVuE0gl7ExcXJ5XIsWGV4uD0BAAAAgiA0AAAAgCBFhgbVswv7gh/piLRP/505JKjviJ/+CVcbomQAAABQphQeGrR3funo2/STZdcyuaiNYwcuvKgSPdowoOv3FxAbAAAAPjSFhgbNlT9W3m60+Oq63vK4Q7tOO45ev3vL3hX90/b8dU1jqAICAABA2VBoaODiohNcGjR3N6WMiyevWLZp7ychqYurQ0J0LGeoAgIAAEDZUGhoEHt4VX5y8siDpEc7/zxCrTo0kJI28uzZR3YVnESGKiAAAACUDYWGBlH1odODXnzvY1v1s/8qjBrXQX5nQWuf0cHVhwyoW77ndwAAAIBiK/zLn3Hsvvrq/VFXHuqqNKjvZsJHNRi59L+GvdpVQ2YAAAD40BT67c89v34h3a1+vVaVsv7PVGgxYKAhSgUAAABlTuGjJy7MaVvd0d6jae+xM3/ff+WZEt0fAQAAPliFhgZZz99DL+9bOq6lTeSh+YObVbZ3rt1+4KSFm48/TOYNVUAAAAAoGxieF/j9zyXf3bt8zqzF26/GiIJ2Ju0IynehKD751s7f1h68G6uROHgHDh3dy9uCyX6QxOtbl6499lApc2nUb8LQFs6SYm00oIVM0Y+BD8pEJOUSyVqwysrKytgFgfdBXFycQqHAglWGV/iMkLwq+u6pXStnTujX3s+1os9HP5/S1en7xezlE5oU8BWuub1tyVm7gXPX/Lnm5yCTw8t23ddlP1ziieWLb1Qdt3TDqqktYjcs3POUK85GAAAAMKJCO0Kq//q0Sp+dOkf/Hv16jV8xs1Wzeh7Whf/g56z8B42sXNdezug4WysTXYYm+6+z9JBLoe4B470UIkbRNrDuzu3XYoJczQVvdMrz41+j0ZTSeuqK0jgolGdpaWnGLkL5ptVqOY7DaQR9yczM5Dj8nCwtYrFYJsvnhkKhoUHk0Tqo3cNTF2/u35oR8+zJk0cRzZo1axPY9qwAACAASURBVOzral7g1E6ySvWaE594fM74ZRcyKnT731zvbE/AJcbGyx0cFAwRkdje0ToxOo7jtEI3Ut4ZpXQ6HUIDGEYp1bQPR9b1HacR9CUrhhq7FO8tnueLHxrEdUb9eXgU6VKf3jwffObMmTNrJv484kGaXd3P/zz9Y4sC2xwY6zZT/mwad3vH/CXLg+dPam71uoWAJyKGedtewBFfnI15yeVyuVxe2EsA0BNra2tjF6F8Q58G0KO4uDhTU1P0aTC8IpfGJiKR3NzCTKEwkUslYpa4TJVaV0CXMC7y+JpNFxN5IlZmV6uZnyLiftTbIMja2FmrYmPTeSIiXUJsso29LSN8Y0lfKgAAAJREoaFBd2/rpAEBdSrZ2Hu2HjL/UKRtq/GrTz2Ki7o2q2X+zQyMuSTh+N8HH6bzxKWEnr6S6lG9IkvEK1+ERcSk86Y+Db0ijh17riEu/sLhG/ZNGjuxJHwjAAAAGFGhQy7V/30dsErZqmPHgIA2DapYCFmkiou59Odvf5x6pCSZbY0On43oXduKIc35BQPXmE9bM7I2k3Bt05I/zkdniqx8Pho/rGUFCRFxgjcaEIZcQi4YclkyuD0BeoQhl8ZS9DwNXNKDs8FXQx+bNhsVaBUeLnX3si3+93fmpa27rfr09Sw/i2MiNEAuCA0lg9AAeoTQYCxFNPpn3l/T28c3cNTX307efEebfnKKv5vfkO0R2uI9CfciJNGzpUf5SQwAAACQR6GhgY/e9s3k6y3+uBu6rKMJQ4zFxxsvL6t9Yvyk7dHF+tHFOvsH1Ms7YBIAAADKkcIXrLp++qLdR+N6ury+H8Eoqg/4pr/DmSNXMNYaAADgA1P47QmRiFWrVDlaFbSJCalimRR3/AEAAD4whYYGSYOeXdntP/1yKUFHRMTrkm5t/eLrzZIeQQ0NPJYBAAAAjK3QGSEZy4A568f16d/CLZbTif+rYJ6aLPXqPXPr3PYWaGkAAAD4wBQaGogYm5bfHwn99PK5y6GRagsXj1r1/KvZFPE3AAAA8D4qIADoIo5uOBZfq5kPn5DAEZHC2cOTiHQx9y7GELF21Rt5YV5nAACAD0oBoUF7bfW4MbdGTaz1+8J/VHn2yoO2xW3tnc/yVwAAAPDeKiA0yDr/dj8808LOfv7PEtyNAAAAgIL7NJjaubqSetcAj1nKnoM+HfRJ57qOZbBlQavVajSa0jgy5iaFXDIyMoxdhPJNq9VyHIfTCPpSShd/yMKyrEyWz9d+oc0IkiYjJndcs/23z5ZPllRv33fQp4P6d61fQV52OjMwDCMWoyUEDAE1rYQ0Gg3P8ziNoC8sy6I6lR6Gyf+rvugFq4hI9eLa4b937ti5a/+F+Aqt+gwcPGJ437p2ZSc7lAYsWAW5YMGqksGCVaBHWLDKWIpYsCqL3Llut7FzNh29eHLtINsba6d99vNJTCMNAADwgSm6bYfPiLp25J/du3fv2X8qVOXUoPOERX0/bSM1QNkAAACgDCk0NGhv/DZgzLx/Lz3jnPw7Bn22/H8fBTZ2VaDdHgAA4ENUaGjg4uP4eqNXze3TtWkVc0E3MgAAAOB9VWhokLb9fntbLunB2VPbjz42bTYq0Co8XOruZYvVqgAAAD48RbQfZN5f09vHN3DU199O3nxHm35yir+b35DtEVrDFA4AAADKjkJDAx+97ZvJ11v8cTd0WUcThhiLjzdeXlb7xPhJ26Mx+gwAAOADU2ho0Fw/fdHuo3E9XV7fj2AU1Qd809/hzJErGHIJAADwgSn89oRIxKpVqhytCtrEhFSxTIohFAAAAB+YQkODpEHPruz2n365lKAjIuJ1Sbe2fvH1ZkmPoIboCwkAAPCBKXT0BGMZMGf9uD79W7jFcjrxfxXMU5OlXr1nbp3b3gItDQAAAB+YImaEZGxafn8k9NPL5y6HRqotXDxq1fOvZlPo36ifHPt95c4rz9N4i6otB4wc1NhJlG0vl3h969K1xx4qZS6N+k0Y2sJZUqyNAAAAYDSFj55IeX7vzp27T5SKijXqNfCrVsE888WD0IjI+DRtAaMnuGf7lm5ObPHdqj/XLhjlFbZ66YEXXLbjJZ5YvvhG1XFLN6ya2iJ2w8I9T7nibAQAAAAjKrTVIPP41BafbEtQabi3GYERy6SUqZFXaT3w65k/jmqcc7FL1YtEeYvANhWlDNl5t2rgePDxC46cXyeT9JBLoe4B470UIkbRNrDuzu3XYoJczQVvdMpzT0TIEp3vBrdfIJfSq2wfFJxG0Bee51GdSlW+q2MXGhpk3eet6XNuwrNeP079pJmnHZsUfn773PkXW/++dZAsePH4kb0mOLzY0jv7X5g2GP5TAyIiyow6ve1wUt1Pq729O8ElxsbLHRyyFq8Q2ztaJ0bHcZxW6EbKcaODiIhUKlVaWlpxT4QQdqVxUCjP4uPjjV2E9wFOI+hLenp6enq6sUvx3pJKpRYWFnm3F75g1dUl0441X35nXtesv6zk4l67nu0InzGrO5+fOnP57cMBh4l65/kzVeT5Xes3ncloOOKn/vXMsyUVnnJGF4744mzMSyKRmJmZFfYSAPQENa2E1Go1x3EmJibGLgi8D5RKpUwmk0jQ2a20sGz+vRcKDQ26F8+jLVycTbNvkzs6mUWEhmuppmMFR11Y7j/h4s6v+HH9C//Ppi5uVFGes2mDtbGzVoXGpvNkzpAuITbZxsmWYS2Fbsyv9GKxWFz06t4AJSeXy41dhPJNq9XyPI/TCHqhVCrFYjGqk+EVPk+DXzP/qD9+WnMr9dXvfD7t3h+zNzzxbVhbnB66ZcfVKrVy/UX6lc3rX7T74fsBDZ2lPMdxWTeceOWLsIiYdN7Up6FXxLFjzzXExV84fMO+SWMnloRvBAAAACNiCu9Ionu6fXjH4ZteOvj5VrVlEsNDbkRa9Vx+cGO/W5/aDbo9ZNfxxQHZ7/7rHmwY+83fUW9GOjC2nWauGe3Dn18wcI35tDUjazMJ1zYt+eN8dKbIyuej8cNaVpAQESd4owEtRFdIyGkiulyViFKp1Gq1VlZWxi4IvA/i4uIUCgXudhleEaGBiEgTfWX/3tO3IqI1Vm61mnbp0cxVTlzM/bucm7eT0KahzEtbd1v16euZpytjmYXQALkgNJQMQgPoEUKDsQjoECBx9O853L/nq/9prs/rMsts0fYx3sIDAPciJNGzZb3ykxgAAAAgjyJCg/LGirFjfjkalpj5+ldWpjJR1HaVSbF+h7PO/gHO71hAAAAAKBsKDQ3ckz+++uaE3eT5Y2nrtA2Wkxb0kJ5bPfdCh4WDK6FbIgAAwAem0C9/7d1rdyv2m/7tJ/0njWuvVdm0Dhr+8475rmunb4/B7V0AAIAPTOEtBizLsgxDRKIq1SqE3wnTEmNRr4FT8JHLGsMUDwAAAMqKQkOD2LuhX9TW2UtPP9e41PKKOfD39XQ+5e6tJ3JzM4wtAAAA+MAUGhrYiv0X/tr2+S/fb30qaz18MPdLM0drl25brQcNaIi5OwEAAD4wAuZpICKeiCE+7fnV0xefm9Vp18z9/W9pwDwNkAvmaSgZzNMAeoR5Goyl8CGXHMexLPtqoWhG4eLfycXfIMUCAACAsib/2xN88rU1w5u525hKFfY1On2zO1xt4GIBAABAWZN/aDj5Xd+xO1Ibjvn515kDq9xfOuDj+TcwXAIAAODDlv/tiR27IhvPvLt5QmWWaFhTkV+bXf/cm+znU+YWoc7MzFSrS6UVxLw0DgrlWWpqqrGLUL5lLY2N0wj6olartVqtsUvx3hKLxfl2Gck/BySkONSpUzGrFULuU6+WaHeqsiz2ApNKpVKp1NilgA+CuTmSZIlkdYTEaQS9UKvVMpkMHSENr4A+DSQWv1leKts/AQAA4IOFNSQAAABAkAK6KXAv/5nyUbgNQ0TERV1Wv7z+5r9EJG06adPXTTC/EwAAwIck/9DQqGcnPvPN/1wb93DN+UcsGigAAAA+NPmHhq827zRwOQAAAKCMQ5MBAAAACILQAAAAAIIgNAAAAIAgCA0AAAAgCEIDAAAACILQAAAAAIIgNAAAAIAgpbNwpe7ZrmkbLKZM72DJ5NzBJV7funTtsYdKmUujfhOGtnCWFGsjAAAAGI2+Wxp45YND6xZMm7EtTJfPzsQTyxffqDpu6YZVU1vEbli45ylXnI0AAABgRHpvaRCbuXg37ypNXB6Wd196yKVQ94DxXgoRo2gbWHfn9msxQa7mgjc6MbkPmJmZmZmZmfeJSs6sNA4K5ZlSqTR2Eco3jUbD8zxOI+iLWq3W6fL5dQp6IRaL5XJ5Ptv1/DyMvEKtBhU0dG5l3tDAJcbGyx0cFAwRkdje0ToxOo7jtEI3klOeJbo5jtNoNHp+CQD5QU0rIY7jCKcR9Een0/E8b+xSfHBKp09DAXgiYpi37QUc8cXZmJdcLs83CgHonbW1tbGLUL4plUqtVmtlZWXsgsD7IC4uztTU1MTExNgF+eAYcvQEa2NnrYqNTeeJiHQJsck29raM8I0GLCkAAADkYZDQwCtfhEXEpPOmPg29Io4de64hLv7C4Rv2TRo7sSR8IwAAABiRQW5PaG9tnr7GfNqakbXbjB0XtWTBhEOZIiuf/uMDnVkishG8EQAAAIyHMUxHksxLW3db9enrmacrY5m1ELdDIKeJ6HJVIujTAHoUFxenUCjQp8HwDPIDnnsRkujZ0qP8JAYAAADIwyC3J1hn/wBnQzwRAAAAlBp0FQAAAABBEBoAAABAEIQGAAAAEAShAQD0J+3+7p8+a+tdydbMzM69TtvBPx96os75CM2pCW5iJh/SOjNvYyUByK7o6kTEJ4ds/OajNvW9KliaWVeq2bD9oB/3PFBirFNpQWgAAP3g449NatEg6LsNJ0IT5S6u5kn3TvwxpXOdwCX3sq0qx6c8Co/hGIYV5yHCOGd4S1B10oat/8inwafz/zp9J8HEzbOi6OXNY5t+6OVb57Odz7E0cqlAaAAAfeBjd40bsOh6RuU+Ky++iI8Mvfso6t5fo2tLk45PGbr43psmBN3jh4+1JO/6R6wml/Qr070xLhuyCKpOfPTWryfufqp16bHkYmR0eMi1249fPvxvYkOFOmzjFz8cTDXuS3hPITQAgB5oQ36b9Vc0W3XM+nUj69vLiIjkVXouXDzUlU2/vHHbbe2rx6kfhT3VsRU9qyqMWFgo6wRVJz7x4I4jSbx5+++WjqlnnfVlJq0U8NPiMV5i7uWh/ZczC3kGeEcGXeUSAN5T2jt//3VHI/b7bGTT7GnApOXss/fGp5FFhVdtCLpnYY/UvNjDyx3XHiiQgOqkItKG3bmv5sX+bVrlWGdAVt27mpjuJ8TGo4tMKSjfH1ytVqvRaErjyJibFHLJyMgwdhHKMP7l6eAHWlHFRg0qZuY8URIbF1cbIlKp1VqO45QP7kfoRPaVrR7tmP3TgasPXmjsqtbybtj5k97+9rg3AVkEVKc0Ig1f+ZMV+1ppbKo75HiU5v79xzpi3So5aPChfXcsy8pksrzby3doYFlWIpEYuxTwQUBNK4zmycNwLYkqe7rGn10xe976/y5HJEucvXzqtx885Zu+Nc0ZIo1Gw/O6xCePUjlOuenTZqvTtVk93I/so5ULFq0cuWTDvCAPqZFfCJQFAqoTEYnEdt4t23u//iOdWpmcGBNxad/yH369rbNt+/nwRqYSBNF3xjD5d0wu96GBZdEtAwxBLC7fH5bSpUtOSOSIj98/psVXxyJZi4ru7hVTnoYc33b1+D879v92cOPgaizLchz3LPyJjniO8fhs+YJxnRtUM08Ku/D3/G9mbLvw22d9rd0vzGwgN/ZrAaMTUJ2IiGXZt59K9b4hLt03JvFExJjUGLhm65LPasgwHKcU4BsXAEpMk56eyZPm1pFzVgPXXn2Z8OzerdDI+CcnZgc4ZUbsGD9yVUTW+DfGofX42XMXbTl1+vfRHeq4WZnZVPbr/NWmIyt7OTKqkOUL9yYZ+YVAWSC0OmUjcqoX2LP3x4OGftq9ruWjv2dN/y04AXM1lAYDLY1d/mBpbMgFS2MXQv13P9ugbekS/xmXz37n8/YeAxf1Rw/vIfuUdWeHHB3vwhe4NLb20mTvpnPDnMYejVjWCveBPnQCqtP+4XYWBSyNzb38a1CDvlvTum648/dAJ1zJ9QwtDQBQYqy1rTVLomodA2vm6JXAOrUN8BOT9uG9h9qC/paISFTZw01EXFJiEmbkASHVSUfEpz4LuXb1elh8rqrFOnUd0tWJEg9uPRCHpK93CA0AUGIiz1qeYobPVOcZzMRxHBEjlUoYIj7x5l9rVq3ZdiEmdzTgkpNSOGLtHOxwSQIh1YmIdGFr+zX0b9hv9cPcQysZlmEYnktOSkVo0Dt8QgGgxFin1u19xLpH+3ZcUGbfrnu8d881DSPzq+8jIWJk0funjxk5aPRvt3J+G2Te3bnrhpa1btbKF/cmQGB1Elf18zVntLf37Q/L2daQceXAiZc61sqruhO+4fQOpxQASk7kOWB0Rxvu/rLPhvx2OSGrISEjfM83/b87mcpW6DPuI2eGiExbjh5WU6q9OW/guG2hr34F8sk3/xg7cM5ltcxnzBedzI34GqDMEFadzNsM6FWRVV2cM3T6gceqrL/kEm+sHz1s6T2dxHPQsNamxnsJ7y10hCwAOkJCLugIWQTt4y0DWw/e/ljLyKzdPCvJ4sLDXip1YqeW07b//X0L6zSlUqvVWplELuna8ssj8bzYokJVD0dRwuPwZ4kqMqs1YNlfqwd55TOZDHyQiqhO8XFxCoVClnxkTNtPVt9NI4mFcxV3J2nS47CniSpeWqnTnN07vqyHucr1D6GhAAgNkAtCQ9F0Med/nzNv3d6z916kyyt41fZr3ufr6cMa2YmISJkVGqysSP381Lp5CzYcvRXxLI6zq+rt4x8wbOqXXd0xDyvkUFh1iouLU2SNnsiIOPDLj4v3Xrkf/jiOs6viVaNO+88mf/3R6ymgQM8QGgqA0AC5IDSUzNvQAFBib0MDGBb6NAAAAIAgCA0AAAAgSJmdTp9LvL516dpjD5Uyl0b9Jgxt4YyRWAAAAEZVRkMDn3hi+eIbVScvnVYl4fC8HxbuqTzvI1e0ikB5hS4yRGbGLkDZ8s5dZFCXiIjIztgFKEMM292qjIaG9JBLoe4B470UIkbRNrDuzu3XYoJc804izvM8x5XKtLNYUBVy0elyTzsnHKoT5PLO1Ql1CXIpyaWpEAzD5LuIdNkMDVxibLzcwUHBEBGJ7R2tE6PjOHLK83FRqVRpaWmlUQLEWMglMTHxnf8W1QlyeefqhLoEuZTk0lQIqVRqYWGRd3vZDA3EExHDvG1Z4Cjf9hepVJpvFCo59ThVaRy2fNHpdOnp6aampiIRft5QSaYqRHUiIpVKxXGcqSkm6SMqQXVCXcqSmpoqk8mkUmnRD33fldIsqgV9t5bN0MDa2FmrQmPTeTJnSJcQm2zjZJvfjTyRSITvs9Kj1WrT09OlUqlYXDbrCZQnGo2G53mZDHM+gh6kpqaKxWJUJ8Mro50LTX0aekUcO/ZcQ1z8hcM37Js0xsIjAAAAxlVGf0EyNm3GjotasmDCoUyRlU//8YHOyAwAAADGhWmkoUBarTYpKcnKygq3J6DkMI006BGmkTYW/IAHAAAAQRAaAAAAQBA0O0OBWJZVKBSlNKgVPjQYhgN6pFAoJBIsLmAE6NMAAAAAguBHJAAAAAiC0AAAAACCIDQAAACAIAgNAAAAIAhCAwAAAAiC0AAARsNr0xOjE9IxhAugnMCwaQAwOD4t7NC6NbvOhcWmayRNvt0yPH3pzyEen43oXsM8v/VsAaCMQEsDABgYH3Ns0YxVl3R1+n7+ZdeqIiIy8/R1frx1xvyD0Wh0ACjLEBoAwLC4p8f33zQPnDxzbI/mvhUVDBEjdWv3+bT+VUL3H4nQGbt4AFAwhAYAMCxd9IsYhXd9r5wLFLJ2lV0V8dGxnJFKBQACIDQAgGGxNrZWaWGhzzU5tnKx4Y9SLW2scU0CKMPwAQUAwxK5t+3oGbVz9txtwaFRqVrSZcQ/Czm4Yt6OCJdWLT1Exi4eABQMC1YBgMHxyXf2rvt95+mIFF3WBYiROvh1HT5mQENHhAaAMgyhAQAMTKdO14hM5CJ14vOnz17EpjIWjhVcXSuaU0YmyeRStH8ClFkIDQBgWJqzcwce8F72U6BdjjkZdOGbPv8xccja8XUxfQxAWYVPJwAYii5098K/72UmPFS/jFw256Y0+z4u48X9KKYJ7k4AlGUIDQBgMKxULpeLJCJiJTK5XJZjn4lHkz6Ne3njmgRQhuH2BAAYljZk04xzVSaObGqFKaMByhmEBgAwGl6bnpSkklhYm0kRIADKATQFAoDB8arIi/9s3n7g8qMkNcczjNTctV7gJ4N6NqooR3gAKMPQ0gAABsbHHp/91ZJbZv4dOjWt4WIjy0yMDD3738HLSt8Jiya3sUNsACiz0NIAAIbFPTn6z3XTDlPnja77eiHsuo1atvJdOWnW3qNPW33shokaAMoqfDoBwLB00S9iFL5NfcyzNykw5rWb+VlER0VjlUuAMgyhAQAMizUzV2Q8exKXcz1LLuHpM6WZhRmuSQBlGD6gAGBYomrNm9nd3zRryb83nierdLxOnRx588Cy2X/es2varCpmdwIow9AREgAMLvPZibVLNxy5n6glhiXieBJZe7X/dNywNq7Sov8aAIwFoQEAjIJXxUU8jIiKTlRJrR0rVPH0sMdwS4CyDqMnAMAoGLFMoTBXmHMmChtbW3MZEgNA2YfQAAAGp3t57o/l6w6ExGRmtXQyIvMqTXsPG97T2xLZAaAMw+0JADCwzIdbvp26M7l69/592vi42UhV8U9Cju/csi+iwmc/z+haCV0hAcostDQAgGHp7h8/+tS555zpgzyz1rm0MPNp95mXm/ibKfuOPOw8pDpSA0BZhSGXAGBYXEaGSuFV2z3nytiyKj5eCmVyClfAXwFAGYDQAACGJXav4akNvfEwI/utUT7t3qU76iqeldH6CVCG4QMKAAYS8+RRGkdE5BHQ0WT5rCmJgV2a1nSxlqkTnt4+s//AbeuPpra2R0dIgDIMHSEBwEDmBnU7m1nYA8TeI1bN6oLcAFBmITQAgIEkRb9UFX69kVrY25iiHyRAmYXQAABGw2vTk+JVMgcbU7QuAJQH6NMAAAbHp4UdWrdm17mw2HSNpMm3W4anL/05xOOzEd1rmCM9AJRhGD0BAAbGxxxbNGPVJV2dvp9/2bWqiIjMPH2dH2+dMf9gNFo+AcoyhAYAMCzu6fH9N80DJ88c26O5b0UFQ8RI3dp9Pq1/ldD9RyJ0xi4eABQMoQEE0qnTVdq8PwO5zAxVJubjgWLQRb+IUXjX9zLJsZW1q+yqiI+ORWUCKMMQGkAYzYVfh8w8FJ87Nege7Zg0ctUNrVHKBOUTa2NrlRYW+lyTYysXG/4o1dLGGtckgDIMHSGhKLrQ3Qv/vpeZ8FD9MnLZnJvS7Pu4jBf3o5gmGCMHxSByb9vR88Cfs+fyg3rXTtWSLiP+WciNvet3RLh0G+WBygRQhmHIJRRF9+Df5fvva2LvBkdaNvCrmHPBAIY1cW7c66OGjrjUQzHwyXf2rvt95+mIFN2rtbGlDn5dh48ZgJoEUKYhNIAw2pBNM85VmTiyqRWGxIF+8KrE50+fvYhNZSwcK7i6VrSUFv03AGBUCA0AAPC+4SKDt9+w6tLZGzN/6Bf6NIBQfEroga27L0QkqrgcQVNctdeUEY0t8MkEgbQ3N0xen0/nWZHc3MraxqGKf9uAJlUtcZsChOJTw8+evBQRr9K9uTTpUh8En87o1KQTQoOeITSAMHxy8IpZ6+46NmhU3V2e43rOmFIaTwgNIBTr6NfC4+amo49FFWv6ela0lmlTXj68GRJl3qhX40rpjy6u/mbPgUFzZvZww+UJBNBF7Phh8rYoSxdbzYvnqaYu7g7ipMinsXzVnlM6uGIwjr7hUwnC6MJv3nP8+Ke5H1XCL0AoGdaCIm/FeQyY+12Q5+s1J3hVxD+zf74k6vvjpI+7H/7pq837QjqPq4tODlAkXfiZk08r9Zk/t19l9Zl5ow/UmDS7m0PGwx0z54XFY6Yw/UMMA4HEYtMKldC1HUpOGxp8PqN+7+6e2VapYuTugT19o/Yfuqdj7Rs2qqqKikpGdysQgEuKT1JUrVlJQoxpVU/nqIhnGmJMq3XvWevBvmNPMVeYviE0gDDi6q0axR498kxT9EMBCscyjCY5JSNnKOAzkpNVmWoNT6TT6UgkQkAFIViFuUIVH5fGE7G2zo7ax+EvOCKS2NiaxURFo61B33B7AoThU8itvmLX9HEX6zWq4WJjJnmbN1ln/07+zsifIJDYq3lTqxkbFmyzGN2jXgUThohXvbz+z8r1l80aTvPMjDq/478Hzo2HWqKbDAgg8vCvazbzz3m/s8MGtvTwqhy1d/eZxgOqxZ66GmPlb4vrkr4hNIAw2scntuy/pRFR2o0zz2/k2CWp79wBoQGEM/EZPHlY8vw/fhq9Q2phYynNTE5IUUsc63/6zVB/WciiJaekgVO7uKGlAQSR+306eah23aFLD5Wt2rfuE3Dop0XjjvOM2L7J+A7uqEX6hnkaAMAouNQnN66HPnsRny6xdHTx9KtTzUZCxKfFx7PWdiYIofCOdOkvwx9Gk1O1ao6maK3SO4QGKDZem54Ur5I52OATCQDwQcHtCRCMTws7tG7NrnNhsekaSZNvtwxPX/pziMdnI7rXwPQpUCyYKAz0QBd2YOW/j1z9/NmUmHxHSaC7VSlAaACB+Jhji2aseuDYru/nteL2rIgnMvP0dd67ZsZ82eIZnRxxnQehMFEY6AUXfevEsct+vOZpSEjeCUYJ3a1KBUIDCMM9Pb7/pnngjJnDaskT/zvC3CatcAAAIABJREFUxBMjdWv3+bT0aRP2H4noMAArGoNQmCgM9ELS+KvNOzhWKpMgFxgOzjUIo4t+EaPwru9lkmMra1fZVREfHYsZVKAYMFEY6AUrkcmRGAwMLQ0gDGtja5V2I/S5xrdytkrDxYY/SrWsYY2PLQgnrt6q0dZdR57VC6wkMXZZoPxaOmTAxczCHiCuPnDBtAA73O3SK4QGEEbk3raj54E/Z8/lB/WunaolXUb8s5Abe9fviHDpNgr3JqAYMFEY6EOLfgOq6YiIeGXofztOvLT0btKktputPDPx+b3zwSHq6n271EX/GL3DkEsQjE++s3fd7ztPR6S8WoCWkTr4dR0+ZkBDtDRDMWiurBj32+V8JySX1B+zbLQ/2h9AOD7t0uLxSxN7zZrWxfXNCmfaqENzpmwzG730i0ZmyA16hdAAxcOrEp8/ffYiNpWxcKzg6lrREgsRAoDxaK8t/WyRbsK6L+rnuBZpri0d+gv/+foJ9dCerldoB4Ri4DNT4xPTWYVtxcqVK9iYkDI2MjIyKkGF4Aklx0UGb/33dioqExQTQ5kJ8bkqDp8aG69iRPiG0ztkMBCIizm95IdlJyLzJARR1QFLFvSphE8nCMenhp89eSkiXqV7U510qQ+CT2d0atLJG3OFQTGIvBrVN5u1ceEmu/Ef1XOWZ61/dnXX0o03zRtN88SdU31DaABhdA//3XJB3mrsjHaetvIcAYFhFeifDMWhi9jxw+RtUZYutpoXz1NNXdwdxEmRT2P5qj2ndHBF+oRiYRT1hk7sGz1/58zR/5jZOljLMpNi41I5a5+PJw2pp8ClSd8QGkAYLjlJXS9oaIc6MmOXBMo7XfiZk08r9Zk/t19l9Zl5ow/UmDS7m0PGwx0z54XF64xdOCh/GEWtj2etbBVy4drDyOgkjYmNY0XPeg1rOaC/VWlAaABhxJVrVNkV/kTd1BOpAUqGS4pPUlStWUlCjKiqp3NUxDMNOZpW696z1sitx5626uuGxgYoNrmTT6tONbGWXqlDaABhGIcOYzov+PH7Zc3b+rpYSrNf1lnbav5VbfApBYFYhblC9TIujSdL1tbZUXsq/AXn78ZKbGzNYqKidYTQAMWDtfQMCKEBBMp8duHknaehiRvvHc61R9r0263fNsXYehBI5OFf12zmn/N+Z4cNbOnhVTlq7+4zjQdUiz11NcbK3xaJAYoHa+kZFEIDCKO9d+CvRx6D54zukLsjJDEMi88lFIPc79PJQ7XrDl16qGzVvnWfgEM/LRp3nGfE9k3Gd3BHd3coFqylZ1gIDSCQViOq3b5zTXt0LoIS0qYlplu3GDUnMKsu+Q799Y/A8IfR5FStmiNuRkMxZVtLL9tw8Ldr6SE06BeaAkEYUfWm9ZJuhGDqHSgp3aO/po8Yu/Ky6s0WkamTp6+vJxIDvAPWxtYqLSz0ec55ybPW0rPBWnp6h5YGEChDUcM7fs3E7841re1iKcv+URRVrB9YvyI+nCCMqHLzDjWP/H0iOLZJO3vEBCghrKVnWFh7AoTRXlk1fmVBiwyNWjrSH/kTBOLjHwSf2r9t1025X7O6le3MTcRvogNWuYR3gLX0DAihAQAMC6tcQinAWnqGgdAAxcZrMYMKAJQtuvTY58+iohMz5TZOFVwq2JmikaFUoE0ZBMMMKqBvCKCgB7qYy1tWrt139YUq60cww5hUaNB92MiP69nhVpe+ITSAQJhBBfQHART0RhO+a96Cg1zT/tMm1q/qZCnKiHsScmLnlp3z5knnzApyx80u/UIMA2FezaAyeebYHs19KyoYejWDSv8qofuPRGCZISiGrAB6SVen7+dfdq0qoqwA+njrjPkHo3G7FIpHd//YkaSmn88Y371BtQo25gpLBzefdoO/mxrkHHHw2ANcmvQNoQGEyTaDSjZvZ1ABEAoBFPSIy0jXuNWqYZaziUpa2dtTka5Mw6VJ3xAaQBjMoAL6ggAKeiT28K4WefFibI60yaeHXr6j9azpjjvw+oYzCsJgBhXQF9bG1irtRuhzjW/lbBegrABaAwEUiocxb9gn8MKCadPvB7T3r+poKVbHP7939sCBq7J2X1RJCg9LIiLWrKq7k7EL+p7AkEsQDDOogH5wkXunT/wzzjtoUO/aUX/ODGv760CHG3vX/3GC7zZvQT/8OITi0Jyd22/u2cxCHyNtunfXtwYqz/sOoQGKBzOogB4ggILeqFNik1WFf48xcgd7CwMV532H0AAAxoEAClDuIDSAMNqbGyavv6HNs10kN7eytnGo4t82oElVS/xKBAAD0YUdWPnvI1c/fzYlJt/+s1jKpBTg7iEIwzr6tfC4uenoY1HFmr6eFa1l2pSXD2+GRJk36tW4Uvqji6u/2XNg0JyZPdxQpaAgS4cMuFjovWdx9YELpgXYYX4nEIKLvnXi2GU/XvM0JCTv7xkiktR37oDQoGe4woMwrAVF3orzGDD3uyDP11P+8qqIf2b/fEnU98dJH3c//NNXm/eFdB5XF23MUIAW/QZU0xER8crQ/3aceGnp3aRJbTdbeWbi83vng0PU1ft2qWuBxAACSRp/tXkHx0plEuQCw0FoAGG0ocHnM+pP6O6ZbZEARu4e2NN3z7JD97qN9G7YqOrak1HJfF17XPUhf77tO/oSEZ92afGOxBrDF0zr4vomYvbvdWjOlG0nwgN97aWoQSAIK5HJiY9/GWPh5JBrtmg+/cmZHX+G1Zw8pAHmkdYrBDQQiGUYTXJKRs4uMHxGcrIqU63hiXQ6HYlE6NQARdLdv3g1s16XDq7ZG6XEFdoE+uuu/b+9+45r6ur/AH5uQiDMkIBERJYgiEwZguCqWqyraB93sbV1Feuo1m1ti1YtDh5XW7UVrVVx1vHgFq2KdaBMrQEVZMqehsQkN/f3h9ZCH4UbGgM8v8/7r0JiX1dfNyef+z3fc86tDOwICRpRSX754tuT2fKXv1DXPrywfUnEnPVxBcQYX3Hahn9RYEfPtVeIecqudftvF74IDoy8KOlg9M5Ek8BgF0Xh9YOnM627ugnwkAhNo4iiorz2bwG0trRcTnExJIFm9DoHuubtXLbigOQpQ1dJTm9ZMH3+5gtVrqOXbt74sTseY7QNqyeANcXj0xvX/nwt/5m+mUigr6iuqHnGEweMn/f5cMe06AkbCgcv+WqCJw4phKYw0tubZ6682f69OTNH+VnzKUIYedGdw5s3HCkKWrrpU39j3EOgEbrsxvbI6MuqjhbVWflq256jJ00c5tMO0xJvBEIDaERdm5OSLMl7Ul7HE4g7uvh06yziEcJIy8s5QktDPCUCK4z03oFVaw/draJMLKyEBoqq0rJatdBr9PzFo7saITKA5pjqtF++Wf1rrv0Ha1a8Z4+88OYgNMA/oi5IOJBiPnSwByoMwJZKWlEp4wlMpJIbSQ8KiquUhiKxjYtfoLsVVt4Ae3n37lbX//pi6jJPbNuTbjZw6sQQKy4hhFACu662WI+jXQgNwBpT++jab7eyyuX0y3uGrs1MuCIbtD56jD2qDMAO/WD3zAUnHef9PD+E39LXAm1Y1Mh3mzxyYmHswhCUHbQKSy6BJTrr4FeL9hcKOloon+TXGnXsZKVXVZBbyjiPWBxqh8QArHEdeoV2Pf/rpYTS4AFYnwvNNnvn3ulNvIVniMSgbQgNwA796Opvubaj10aNc3h2dU3EKbf5q961kj04uGLNw3IskgNN6Jl1fWdE1v6YefOSevo6WJoa6r2MDtj3F1jjm5qiVKV7CA3AjrqqvMrYuastj1BcZxfrwqw8JREbdQ4b4T4tNj63L6YngDVVdvyeuLtKPlcmuR4vafAS9v0F9nD2REtAaAB2OMamxvKiMilDBBwLa7Hq8qMnan97Dk9kYVJSWEwThAZgi+cfsS0moqWvAto8nD3REhAagB2uk7+vyYrda37iTJ7Qx8nVofDE0as9wjuXXr5TYu5vgY8lNAujqquqkvPMhCbYOxo0hbMnWgJCA7DE9/lw0SRVzNlbD572ffut0QPPfhM94yJD6bULnhnaCduugUYYecHN43sPnErMrnqmZihK39TOb8j4D0YE2fARHoCdvSui61w8PDw83F1szHi4b3QESy6hmei6okcPikn7zp3F2I4H2FEXJJ5MLOkQ4F+9a96mdBP/0EEhbh1FBorKAsm102cSn3rPil7UDydjAytbJ406U/Y8c5rbuXZ19/Dw8PBwd7UTomr1JiE0AICuKK9FjVuTHDh+cP6ha65L1kX4/rUnGFObvHX+yoy+66PHoj8G2KGlxdmZGRkSiSQjIyMzu/ipilA8U5vO7u4eHh4e7h5dHC1QudI2hAZgR5W6a9HOlP/uNuLyTc2FIitH//4Dg50FmKaApilvRn/wPX/RjuneDaZHVelbp66q+2T3XJxlDM3AKKrzH0oyMjIyJBKJJDO3SkH4fRbv+TwIt5NWIdIDOxyxT28nqjA7p1hh3N7Bxc21k42ALsvJqxN2cbM1qbm5fUHEF8dyXtnCDPCCKmn7jE8+2/nI0FiWl1PWcJWcuiI376mJmQnGJGgWSt/Y3MyYz6PUqmd1chUhXEOR0BCFBm1DIySwwzEjBellTuFRy0a6/NnDwMizjq/69hZ3zPL5Y8POfTN373/SBs/wxfkB8DqUwMHLm9vJP0g/YdmelZu4k0b27GJtxlPVFEmuHdm5+77loAnOqFaBJlS1+ZLU5OTklOSUu1llcsrQytmzW/8P/9Wtm5eLtQnuJq3D9ASwo0ra8vG/1bN2zPJvEAqUyd9N2aL3+fZpHk/PRU79zX/LyqHYGRiapMi7tGPzrvMZlSpCcQhRM4QrdH37wxmT+9khdAI71/duOn8n9V5WmZwyFDt7+XTz6datmyeSwhuGSgOwxKEoZXWNjCH1W5MZWXW1XGGiZAihaZpwufi4Ahv6tm9FRPUYlfUgq7C4Uq4vFHdwdHFqh6Y10MCVoxduK7kCp37jwkeGetsYYfDRCe7XX3/d0tcAbQFHwC+9fOBEqtq2i7O1KY8ihJEXJf+6ees5eff33/cid/btOvXMd9y7nuaYk4bXyElPr+Zbmb/IBpSekUhsY9/J2cneRiwy1kNiAI1Y25iZG3Oe5iVdOnns17jfkjLySmoUXGOhyMwAg9Cbg+kJYE3x+PTGtT9fy3+mbyYS6CuqK2qe8cQB4+d9PtwxLXrChsLBS76a4GmKoR9eJ2rkKM7cffODeYQQos6/fvQWCRzeoyNGePgnaGnRg7upqSkpKanpmQW1tIGFo7uXt7ePj7e3m4PQACOSdiE0gEbUtTkpyZK8J+V1PIG4o4tPt84iHiGMtLycI7Q0xOgPjWkQGpTXosZt+OtHgH+OkZdl3UtNuX31fHzyEznh9VwQuyAE95dWoacBNMIxtfftbe/7t99SxhaWLXI5AACEMM8qcx9IJBJJhuS+JCOroEZBOMZiZ1shHmS0DaEB2GJqJKdij97IqpSrG1Sn9JzfWzy1hxmKgACgQ3UlDzMkGRKJRCKRZGaXSGmG4hqLndw9BoSP8vT0dHNE7fNNQGgAdpjqhB9Wxvwh7h7UpRO/QZsyZUSkDEFoAABd2jx97jUFeR4Uegwf4omgoBMIDcAO/Sj1vnjsN1GjbLGwCQBant+Ij7u7ISjoGhohgR1V2tZZF3w2zA3C3jvQXFEjw27pmRq+eFRRyWplxPDlj4QQQvQDZ22bibMnoHkYVV1VudzASoSDd98cVBqAHb0ufYNiD5/P8xtiiyEdmidg6DCLxo8n0evUDg+NoClG+vBszI+Hf39YWqfkBS/cN6Vu87dpTh9NDXPDEnCtQ2gAdpgaYh9gfPiLGTf9gtw6ikx4f43tHGv/Qf7WGOuhKeaOAQN9PWxNMcMFWsSUxEdHbssUDxgz273s2A/lhJi4eFuf+DFyrcHGyEFixAbtQmgAdlSPL+2LS1dyiTTlan5Kg5d4AdahCA3QNNWTqzFfbasw7uwXFBQU2K2zJfaNhn9MnXsxLtV0SOSKye78ytPnqXJC6dsPmL20bumsuPNZoeFOyKhahdAA7PD8I7bFRLT0VUCb1n3sjO5j1XVF929fv35s3d4cVQfPwKCgoABPFB+g2ejiJyXGHgGuhoTUa9DjWDrYGZcXl6oJQoN2ITQAgC5xjNq79x7h3nsEUVRmpd68fmXHsm3lJp39g4KCAn1dcGgVaIgjsjCXpkjyld4O9b7P1KWPsmsFbtjcSetwYBU0is69evB0nsDNTsAhhBCmKjsto4ovFv45tNN39y5dn9LuLe/2+HCChriGQhtnr8C+7wzu62ZWl5N04dDuAzkdQ31xL4EGOOaWdOqR2LMP1EIro/LkK+W2fRyeJuz9bl+y2cApY70QG7QMSy6hUX87IOC/zgtQ3owOX6ucFbsQG7zDP8coFTRPH/VP0AxTfe9EzE+HrmTV0M+/zyh9K59hU6aHB4oxN6Ft+HgCgG6pUnct2pny32svuXxTc6HIytG//8BgZwFGe2CLEriHzYkeODE/N+9JaS1lJu5gZ2cjwJYybwQqNwCgWxyxT28nqjA7p1hh3N7Bxc21k42ALsvJqxN2cbM1qbm5fUHEF8dyGt/QAeBvKL7Q1sWre0hIgKczEsObg0oDAOgWx4wUpJc5hUctG+ny59Z9jDzr+Kpvb3HHLJ8/NuzcN3P3/idt8AxfjPzAAs7S0yWEBgDQLZUk4bosYFaYS73Nfil+pyEjvI9tOXv/3WkegUHOO34rrGZ822G8h6bgLD3dQmgAAB3jUJSyukbGEP164zkjq66WK0yUDCE0TRMuF00NwAbO0tMthAZokuLGpo/Cv3/+3yqZUkH++pEQlUxOurfUlUGbpOfaK8Q8cte6/WYRw/06GFKEMPKi5ONbdyaaBC51URReP3g607rHJAGeEIENPT2jDrZYJqErCA3QKE4HNocMdUBDLWjA0GviosnVa3/+JuKgvplIoK+orqh5xhMHfLhgkr9BWvSmy/pDlgy1x7cAsIGz9HQL+zQAQItQ1+akJEvynpTX8QTiji4+3TqLeIQw0vJyjtDSEDkU2GHKJFeunD58XCLEWXq6gNAAAABtlvL2DzO+T1S+6iVewPQtEf6oP2gVQgOwhXVNoC24l0BrVNKKShlPYGmKBbo6gZ4GYAfrmkBbcC+B9tDZR75YcNJx3s/zQ/gtfS3/LyA0ADtY1wTagnsJtIfr0Cu06/lfLyWUBg/Avh46gNAALGFdE2gL7iXQHj2zru+MyNofM29eUk9fB0tTQ72X0QGNkG8AQgOwg3VNoC24l0CLVNnxe+LuKvlcmeR6vKTBS7wA61CEBi1DIySwg3VNoC24lwDaLFQagB3V40v74tKVXCJNuZqf0uAlxHnQCO4leDMYVV1VudzASmSE5oY3BpUGAABoyxjpw7MxPx7+/WFpnZIXvHDflLrN36Y5fTQ1zM0U6UHbEOkBAKDtYkrioyO33aK7jZk9Z5gzlxBi4uJt/Tg2cu2ZYjwTax2mJ6Ap9MNTW09m2/n4c2pK1K96A+ahQSP0/SNrDv/xqgNNuPYDP53QHSdVgQbUuRfjUk2HRK6Y7M6vPH2eKieUvv2A2Uvrls6KO58VGu6EZTpahdAATVEXp1+KT/RhlLlpaa88uQrz0KAZnqGZmdlf9xItryrOzsgsNek2uIc51lOAZujiJyXGHgGuhoTUqytwLB3sjMuLS9UEoUG7EBqgKbwec/ceVHP0DXjIBaANXOfBn87+2+8Y6cOjUVGJNQYGKDOARjgiC3NpiiRf6e1Q7/tMXfoou1bgJsSgpW34F4UmcXgG/PqJgVHVVRZX1GG2ELSHMnYOGxdUcfZCBt3SlwJtC7dT/3dcCg+titqfICmsVRFaVp6XduaHNQezOvbtgzKD1qHSAKyhRRneJKVUKn/K1KkJwUAPGuDYDFu4jIn56dD6RftohpB7U29Q+lY+w+ZPH90J33Bah39SYOl5i3KmeMCY2e5lx34of96ifOLHyLUGGyMHiREbgC2m9I+EeyUNKwqq2se/H78s6zTJDmMSaIoSuIfNiR44MT8370lpLWUm7mBnZyPAqZdvBD6gwA5alEFbVA/PfL/ld2XDX3L4Ise3Ppk6wArxE5qF4gttXYS2Li9+VOddPXBFHTy2jz2GJq1CaAB20KIM2kJ5Tdy0dYrA0hSPgvDG0IWJx44q7UYjNGgZGiGBHY7Iwlz6UJLf8PnweYuyCC3KwB6dfeSLqZ9uTZS39IUAgMYw2AM7aFEGLeE69Artqp9+KaEUC3AA2hqcPQGsMdX3TsT8dOhKVg39/Kah9K18hk2ZHh4oRmgA9pjyzITLcfsPp/J9evo6WJoa6r3sY8DuoqAlypvR4WuVs2IXhmC/MK1CTwOwhhZl0ApVdvyeuLtKPlcmuR4vafASdhcFaN1QaQAAgLZn77JF6crXvsrUFmQUe8xHpUHbUGkAdtS1j+/cvJtTVFRc9pSYthO3b+/g3t3XwRQPhfAPMKq6qnK5gZXICCstQUN6PF5jeUDk4Cl2MMcApW2oNECT6LI7B3+MOX4jX0a4hgILoTGpq6yokqkow46BYR9PGe1niZYG0Ax2FwVom1BpgCbI//glcvXxms7vTFse1s+rPf/5mM7Ii9MvHY/df3B15LPlayd25bfwVUJbgt1FAdoq1G6gUUzl1UOnntiN/jJy2mDvPxMDIYTii70GTY38aqz9k1OHEipRrgL2XuwuumjFp8N7edsYU+TF7qLvO0rizmfhwCqAVgyhARpFZ2c8pDu/1b/TKxdJ6Dv27+eqfijJxkAP7NXbXbSev3YXBYBWC6EBGsXIpDLKXGT+mooxJRAJOTKpDJUGYA+7iwK0WfiAQpMoDvX6WWYOBzPQoBnsLgrQZqEREgB0jGMzbOEyJuanQ+sX7aMZQu5NvUHpW/kMmz99dCcMSQCtGZZcQqOU16LGrUnUNzd+3YJopbRKEbAAO6iA5hh5JXYXBWhbEOuhURxrv0GDzVWNvkfPCfv+QjNQfKGti9DWpaWvAwBYQ6UBAHRk88fhNxWNvUGvy4R1Swdaok0GoLVCpQEAdKT3uPDONCGEME8lpw9eKhJ4BAd72lvwFZX5968npD3rMmaorxkSA0ArhkoDAOgWI721cebmyvdWLh1q97KNQVV4dvXi/SYRmz8LMkFuAGitMBcNALpFZ9y8o/AbGmpXv/FRr0O/If500q0MbBQG0IohNACArlFEUVFe27DIydSWlsspLoYkgNYMn1AA0C2ua1CASfov6/fcfiJ/HhwYedHtvet/STXtHuiCzZ0AWjH0NACArjHSewdWrT10t4oysbASGiiqSstq1UKv0fMXj+5qhI4GgNYLoQEAdEslraiU8QQmUsmNpAcFxVVKQ5HYxsUv0N0KuzsBtHIIDQCgU/SD3TMXnHSc9/P8EH5LXwsAaAY9DQCgU1yHXqFd9dMvJZTigQWgrUGlAQB0iynPTLgct/9wKt+np6+Dpamh3ss2Bo61/yB/7EoO0GphR0gA0C1VdvyeuLtKPlcmuR4vafASL8A6FKEBoPVCpQEAAABYQaQHgBbDqOoqyyqeKvDoAtA2YHoCAHSOkRfcPL73wKnE7Kpnaoai9E3t/IaM/2BEkA0f2zQAtGKYngAAXVEXJJ5MLOkQ4F+9a96mdBP/0EEhbh1FBorKAsm102cSn3rPil7UDydjA7ReqDQAgK7Qjy/+vDM58Fl5frJR6JI1Eb6mLwKCb1Cfvt5b5688cSG371h7zJoCtFb4dAKArvBCFh4+vv8zh7ISY+8QL9P6JQXK1LOnj1lxYTFOuQRoxRAaAEBXVEnbZ3zy2c5HhsayvJwydYPX1BW5eU9NzEwwJgG0YviAAoCuUAIHL2/PTv69e1pm7Fm56WRKfrWcZuhn1QWpp7as2n3fMqSnM065BGjF0AgJADqnyLu0Y/Ou8xmVKkJxCFEzhCt0ffvDGZP72eHQKoBWDKEBAFoEIy/LepBVWFwp1xeKOzi6OLXDckuA1g6hAQB0JCc9ndh52AuQDQDaKvQ0AICO7I9cfvCe6sUP6vzrR369nq9u9E8AQOuC0AAALYHOuRIbm5CLFZYAbQlCAwAAALCC0AAAAACsIDQAAAAAKwgNAAAAwAqWXAKAjkSNDLulZ2r44pg8laxWRgxf/kgIIUQ/cNa2md15LXJ1ANA0nHIJADoSMHSYharRd+h1aofqJ0ArhkoDAAAAsIJUDwAAAKwgNAAAAAArCA0AAADACkIDAAAAsILQAADNIz80ypD6E4fLF9l7D/psd2o1eqsB/mdhySUANJ9+n+VnokKNCCGq2rzE2NVfTwqTWiZvHyzE8dcA/4sQGgCg+Tgi54DAQBNCCCGBIX2dKxO7b4q9snlwGL+FLwwA3gRMTwCAtnDMBGaUQiZXEULIM8n+uUO8bUXGRgJrt37TdqRKn79JmXfyi+F+DhYW9n5hSw5+H97e5+tUFSGEqUr6cXqoj4PIVGjnN3zJkQfyFvybAMArITQAgDbQdU9u7Vj63S1+zwGBRoSo0ta+P+kw519rDl26fHTDeKOTMyZv/IMmRH7zy0Gjf2H+tSHu3L7F3ZLmfra/giGEEDrrh1EDvpT4zdsVn3Dmu3CjYxMHRBwvQ3sEQOuC6QkAaD750fGm1PgXP1Acc59J276b5MAhhOa5v78uZtS0AbYcQrp7VB5dNzu/iGasj6/fXjb8x6uLhwspQnx3Pb3jOjWXEKJI+HfUreBVmavCxRQh3bxjBDnuQ7b/Z827H7VDdwRA64HQAADN91cjJMU1snTs7GjBf/4lz3MbMbOd5NapvSdSU+7cuHjmvJTzMSH0g+Q0ufvsIPPnb6LaBQW76OUSwlRmZhbXXpjSUX/qn/9nNU15F5SoSTtui/zFAOBVEBoAoPnqN0LWx1RdXf7uqE1FXQeFDR4wYtH7PY36fUkIYWiaZqh6tQMOl0PKlvajAAABr0lEQVQIIZQBn69nO+Pcw429ccQlQCuGngYA0D7puU3r/uj/0+2Le9bOmzgs2JZbpySEED1nDzfevd8Ta543KzAVt28+UBFCiIlXN6eSy/H3lC/+fO1vK8dO2n6PbpmrB4DXQGgAAO0zEFuLZJLLF5IfFz5OOrZiwlfn5TUPk+6Wmo38/CPTI3MnR5+6nX775Nppq69RehRFET3PD2f0zd/40YyfLqWkXD24+qMpUXfbeThhagKgdUFoAADt4/VaumNBx4sz+np6h34aS2acubhuYNUvK47k8Pt8e2pXWM3OSW/3G/+tJHTb6v58I2MjDuE4Tj7024aQ7E0f9O357rxD9Jg9J5YHY7MHgFaGYhgsagIAHVE/uX0ykfEbGtCBQwghqtSv/ftnfJkT+55xS18ZALCASgMA6JDs5oYPRkT8O15SXFWWeeabOT8Uh47sY9TSVwUA7KDSAAC6RBecWzVn6Y74P0rUQnvvwXPWr5niZ469GADaBoQGAAAAYAXTEwAAAMAKQgMAAACwgtAAAAAArCA0AAAAACsIDQAAAMAKQgMAAACwgtAAAAAArPwfIUDLaqr7NQMAAAAASUVORK5CYII=" /></p>
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</div>
</div>
<div id="editing-behaviour" class="section level2">
<h2>3. Editing Behaviour</h2>
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<!-- rnb-source-begin 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 -->
<pre class="r"><code>dataSet &lt;- read.csv(
&#39;_analytics/userEdits_FINAL_ANON.csv&#39;,
header = T,
row.names = 1,
check.names = F,
stringsAsFactors = F)
dataSet$banner &lt;- sapply(dataSet$banner, function(x) {
if (grepl(&quot;ipad$&quot;, x)) {
&quot;ipad&quot;
} else if (grepl(&quot;mobile$&quot;, x)) {
&quot;mobile&quot;
} else {
&quot;desktop&quot;
}
})</code></pre>
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<div id="edits-per-tag" class="section level3">
<h3>3.1 Edits per tag</h3>
<p>Edits per tag <strong>during the campaign</strong>:</p>
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<p><img 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" /></p>
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</div>
<div id="daily-edits-per-tag" class="section level3">
<h3>3.2 Daily edits per tag</h3>
<p>Daily edits per tag <strong>during the campaign</strong>:</p>
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" /></p>
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</div>
<div id="daily-edits-total" class="section level3">
<h3>3.4 Daily edits (total)</h3>
<p>Daily edits (total) <strong>during the campaign</strong>:</p>
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Y8yl0mdPav/tydIasWN2cscpVJpNBpz3+xx7gQAQJZcXL3av337rPdT67PPuIEaAOQc2mPfDxh/+LG6ZPfZ4XfuXjp54nzUvYjVw2q5xJ+Z9d6A+TfTWfUpP9o1ptf/DsfL6XQn3181OHTS8SS/zr8finp49eD+H2vUmhVSwib++GfvTo14aQGuX3Dw9W3bLHBYAJAB1IwAAMiSCytWBHTunPV+vCpVSomNfRQZmfWuAABZpju0eOl5nbJQj0nT+lZ0SV204VCyw8Rl4xo7yXHb5q2KTFs0kqP/+qjvL+fdSpVye/ksS3/qt3Gro5X+78+bO6Cc9Hhthw51/zfx3cWz3i2qTDyyaPkZfZr2vkFBN7Zvt8yhAYCpqBkBAJB5T27dsnV1tXV1NUtvtUaPPsKlRgCQExjvhIffMSg9mndq5vr8Lh8q3+AWFdSy/uqFqy+WeQyR8/sPWHSnxKA5P7R0fWlfEP3ZP1ef1akr9x1QJT56Q7duTaZO9a5ZU7Jv+N2+iPNnVw8skXahm72HR9LDhzJ3AAAgFDUjAAAy7+z8+WV79jRXbwWqVo2Pinpy65a5OgQAZJa6VJshQ4d92qmSzYuPG6Kj7hklpXM+5+dPpbRnp/YZtiG+ysgF3zdzf3knWfn+gf0X9SqfmgF2Gzt1ajJ1qlfFipIkSZLSpXDJgFIlvZ3S2X22YM2ad48eNeMhAUBGUTMCACDzbuzc6WvWeyHXGjnyyMSJZuwQAJAZysItR/w4+cfhLQq9cMZkuLl80pJrBnXxtu0r/Xdrg/iD3/T6fI+iwf8Wfl7LMb17D+kvn7+kl5QFkyeGOjYo3KNbczdH5/wlawR1H7Ps7JP0dj+SJEnyCw6ODAsz4zEBQEZRMwIAIJNu79vnXauWwqy3k/MODIy7ciX+zh0z9gkAMAc5Lnxmn+YD19xT+XUf/0mg3b8Px2wZ0fuHEy5tJ8//sKxN+i81xtx5aJT0pyJVV0O+W7HrhqJg8cKaeye3L/uuR43K3eZf0qX3osJ16kQdPGihg9GW1mcAACAASURBVAEAU1AzAgAgk84uWFCuVy+zd1tj+PBjkyebvVsAQKbpog/MeL9emcCBi88rSnX9fdOMEO+nJ1LGOys/eHfm1cK9Zszs7fuq7xBizl6+nihLcsLO45495xy7G3Mz4vT52w+v7/yueUHt1ZVDBsy4ms5d2JQajcrWNuXRI4sdFgC8ATUjAAAyQ5+U9OTWLffSpc3ec5GGDR+cPZt4/77ZewYAZJgcGz67X2CZeoOmH3jsEzxyxbFjS98p8+81RobLs979YOWD0kPmTWmXP71FaZIk3TtxIuyjuUXtFJLCptqoJb/3rfL0tmpq74Yj545v5aaI37tgxcV0N7su0rjxzZ07LXFYAGAK9ZubAACAl1z680//9u0t1Hn1YcOOTZlSf9w4C/UPADCF/OjgxK6dv9xyS+9Wtc+UH8YOaFLU7oUGj/dt2PlQ0jhsG96s5rMXxd+8Y5T0Jya1q7XYRvZs0Ud38N2V4/bW7CjdLdmi9Yur15QFmzavrF6/61LEJb1U+uXLlPyCg8N//tn/rbcsdYQA8FrUjAAAyIzzK1a0WrjQQp37BgUdnTw5OSbGzt3dQkMAAN4g6dTPndt9tjXGLXDorCXjOxSzfUU7Y/zN00dvpn30yY1TR29IKqeY2leP2HsklSulVkRpU17auMhoNEqSwsZGk+5VSu4BATHnz2fxOAAg01ibBgBAhsXfvm3j4mLr6mq5IaoMHhz+88+W6x8A8FqG878M+GzrQ882vx3YOelVBSO33uuT5TS0e4YWU0k2NYes/KNly8Tbx6t5uUvKgo2DKqoN19avPBj/wiCR69aG6xS2lWtU1Lwih2uJEnFXrpj76ADAJNSMAADIsDMLFpQNDbXoEMVbtbq9b19KXJxFRwEApE9/cvHCo0mq8oO+fafkqy4weh3jk22/tV250sbFRZIkSVKVCh3Uwt144de+7/x2JCZ1w+ukK2tH9Phi1xNloc6DO3m/YjckyS84ODIsLHMHAQBZRM0IAIAMu7F9u19QkKVHqfLBB8d/+83SowAAXiY/OHL4sl4ynB0f6GyfDudqX5/Qv+K1d64lypLR453fNU5Ozx5U+vT8+ZfOvvKVPwYHFvIqXrFymUL5S4dMOpSQv9EXSye3dX9VyUjybdbsxo4d5j4+ADAJNSMAADLmzv793jVrKlSvuqWy2fi3b39j2zbtkyeWHggAkIbh9o3bBkmSDdrk9KXo5XRfeOGP1VfPxisktULz4nbZktqv++JDu6cPbV+9sOrB5csPHUo1CPlo+j+nt33VwO2VFSNJsnV11T5+bNS9tBMSAFgee2ADAJAxZxYsqDZ0aHaMpFBUGjjw5IwZNT79NDuGAwD8S11t3Fldhm9eeX758isbNow4FztKk+72RKr8tQdMXjNgcga79Q4MjDp8uHDduhnNAwBZxHVGAABkgD45+fH16x5lymTPcKU6dry2ebMuMTF7hgMAZNrp2bOvbtzYcv58ZfoFo8zzCwpiSyMAQlAzAgAgAy6vWePfvn22DadQKiv07Xt61qxsGxEAkAknZ8y4e/RoywULlGrzr+TwDgyMOnTI7N0CwBtRMwIAIAMili8v3bVrdo5YumvXS2vW6JOSsnNQAIDpjv700/1Tp4KmT1coLXJ6pVSrbZyckmNiLNE5ALwGNSMAAEwVf/u2jZOTnZtbdg6qUKnK9e59Zv787BwUAGCiwxMmJN6712zaNEnxmp2ss6po06bcPQ1A9qNmBACAqc4uXFg2NDT7xy0bGnp++XKDVpv9QwMAXmP/2LHJsbENJkyw9EDFWrSI3LrV0qMAQBrUjAAAMFVkWJhvUFD2j6vUaMp0735u0aLsHxoAkD5Z3vXJJwqVqsH332fDaPmKFYu7fDkbBgKA51EzAgDAJFEHD3rXrGmJzU1NUeGddyKWLDHq9UJGBwC8QJZ3DBvmXKRI7S++yLYx3QMCYi5cyLbhAECiZgQAgInOLFggZGFaKqVGUzIkJGLpUlEBAACpZKNxS//+bv7+1YYOzc5x/YKDI8PCsnNEAKBmBADAm+mTkx9du+ZZoYLADBXee+/0nDmywSAwAwDkcbLBENavX+E6daoMHpzNQxdt2vTmrl3ZPCiAPI6aEQAAb3Z57Vr/du3EZlDb2fm3b3/hjz/ExgCAPMuo023s0aNIo0bl+/bN/tFtnJ11CQmGlJTsHxpAnkXNCACAN4tYtiygSxfRKaRKAweenDFDNhpFBwGAPMeg1W4MDQ3o3Llsz56iMhSuU+fOwYOiRgeQB1EzAgDgDeLv3NE4ONh7eIgOImkcHPyaN7+8dq3oIACQt+iTktZ17Fime/eSISECY7ClEYBsRs0IAIA3OLdokcDdr9OoOnjwienTJVkWHQQA8gpdQsL6rl2rDhni37692CQFa9SIPnpUbAYAeQo1IwAA3uDa5s1+zZuLTvGUxsnJp0GDKxs2iA4CAHlCyqNHf4WEVPvoI9+gINFZJIVKZevqmnj/vuggAPIKakYAALxO1KFDBWvUUKrVooP8p+qHHx6bOpVLjQDA0lLi4tZ36VJn7NiiTZqIzvKUb7NmN7ZvF50CQF5BzQgAgNc5u2BBOXHbnabLNl++QrVrs6UFAFhU4v37azt0qPvNN4Vq1xad5T/FWra8vnWr6BQA8gpqRgAAvJJBq427etWzQgXRQdKqPmzY0UmTRKcAgFwrMTp6Q7duTaZO9a5ZU3SWFzj7+DyKjORSUwDZg5oRAACvdHnt2hJt2ohOkQ47d/f8lSvf2LlTdBAAyIWe3Ly5rlOnJlOnelWsKDpLOjzLlXtw7pzoFADyBGpGAAC8UsSyZaW7dhWdIn01hg8/Nnmy6BQAkNs8vn797969W8yd61munOgs6fMNDr7O8mQA2YKaEQAA6UuMjlbb2dl7eooOkj57T09Xf/9be/aIDgIAuUfsxYsbQ0Obz57t6u8vOssrFW3c+Obu3aJTAMgTqBkBAJC+MwsWlOnRQ3SK16k5YsTRn34SnQIAcomY8+e3DhzYZtmyfMWLi87yOhpHR6NOZ0hJER0EQO5HzQgAgPRFhoUVa95cdIrXcSxY0NnH587+/aKDAIDVu3fiRNiAAa0WL3b28RGd5c0K1a17e+9e0SkA5H7UjAAASMfdI0fyV66s1GhEB3mDmiNHcgM1AMii6PDw3cOHt1+92qlQIdFZTOIXHBzJlkYALI+aEQAA6Ti7YEG5Xr1Ep3gz5yJF7Dw87h49KjoIAFir2/v27R4+vO2KFTl2A7uXFahaNfr4cdEpAOR+1IwAAEjLoNXGXrqUM2+x/LLA0aOP/vij6BQAYJVu/fPPwXHj3lqzxs7dXXSWDFAolQ5eXglRUaKDAMjlqBkBAJDW5b/+Kt6mjegUpnLx9VU7ONw/dUp0EACwMpFbthwaP77dypU2Li6is2SYb7Nm17dvF50CQC5HzQgAgLTOL1tWpls30SkyIHDMmMM//CA6BQBYk6sbN56cMaP9n39qnJxEZ8kMv+Dg61u3ik4BIJejZgQAwAsSo6NVNjZWtKuFJEmuJUooFIoHZ8+KDgIA1uHiqlWn58xpvXSp2t5edJZMcipc+MmtW5Isiw4CIDejZgQAwAvOLlpUpnt30SkyrNbo0UcmThSdAgCswPnlyy+tXdt2xQq1nZ3oLFniVanS/dOnRacAkJtRMwIA4AWRW7YUa9lSdIoM8yhTxpCcHHvpkuggAJCjnVu8+OqmTS3nz1dqNKKzZJVfcHDkli2iUwDIzagZAQDwn7tHj3pVrGilJxKBX3zBrkYA8BonZ8y4vXdvy/nzlWq16CxmUKRhw1t79ohOASA3o2YEAMB/zi5YUK5XL9EpMsmzXLmU2NhH166JDgIAOdHxadPunzoVNH26QplLToLU9vaSLOsSE0UHAZBr5ZK3SwAAss6g1cZevOhVqZLoIJkXOGYMuxoBwMsOT5jw+Pr1ZtOmSQqF6CzmVLh+/dtcagTAYqgZAQDw1JX164u3bi06RZbkr1Il/s6dxzduiA4CADnI4QkTkmNjG+bG1bt+wcGRYWGiUwDItagZAQDwVMTSpaW7dROdIqtqjRp19KefRKcAgJxi7+efG7TaBt9/LzqIReTn1mkALImaEQAAkiRJiffuKVUqBy8v0UGyyjswMO7Klfg7d0QHAQDRZHnH0KH2np61v/hCdBSLUSgcCxZ8cuuW6BwAcidqRgAASJIknVu0qEyPHqJTmEeN4cOPTZ4sOgUACCXL24cMcS1RotrQoaKjWJZfUND1bdtEpwCQO1EzAgBAkiTp2ubNxVu1Ep3CPIo0bPjg7NnEe/dEBwEAMWSDYct77xWoVq3qkCGis1icX3AwNSMAFkLNCAAAKTo83LN8eaVGIzqI2VT/+ONjU6aITgEAAhj1+s3vvlukUaPyffuKzpIdHAoUSLh7VzYaRQcBkAtRMwIAQDq7YEG53r1FpzAn32bN7p04kRwTIzoIAGQrg1a7KTTUv127sj17is6SfQpUrXrvxAnRKQDkQtSMAAB5nUGrfXD6dP7KlUUHMbMqgweH//yz6BQAkH0MKSkbe/Qo3a1byZAQ0VmylV9wcOSWLaJTAMiFqBkBAPK6qxs2lGjXTnQK8yveqtXtfftS4uJEBwGA7KBLSFjXuXOl/v3927cXnSW7Fa5X7/a+faJTAMiFqBkBAPK6c0uWlOnWTXQKi6jywQfHp00TnQIALE4XH7++S5dqH33kGxQkOosAajs7hUqli48XHQRAbkPNCACQpyXeu6dQKh0KFBAdxCL827e/sX279skT0UEAwIJS4uL+6tgxcMyYok2aiM4iTJGGDW/u3i06BYDchpoRACBPi1iypEz37qJTWIxCUWnQoJO//y46BwBYSnJMzPouXep+802h2rVFZxHJLzg4MixMdAoAuQ01IwBAnnZlw4birVqJTmFBpd5++9qWLbrERNFBAMD8EqOj13Xu3HDiRO+aNUVnEcyzfPmHERGiUwDIbagZAdbhzPz5a1u02BUaurZ9+5jz50XHAXKJe8ePe1aooLK1FR3EghRKZYW+fU/PmiU6CACYWUJU1Ibu3ZtMmeJVsaLoLDmCs4/P4xs3RKcAkKtQMwKswJV166IOHuy6a1fHzZsbTZoUNmAAexwCZnFmwYLyvXuLTmFxpbt2vbRmjT4pSXQQADCbx9evb+zRI3jGDM/y5UVnySn8goKuszwNgFlRMwKsQMSKFXW//jr1v11LlPBv3/7OgQNiIwG5gFGne3DmTP4qVUQHsTiFSlWuT58z8+aJDgIA5hF76dLfffq0mDfP1d9fdJYcxDco6Pq2baJTAMhVqBkBVsCQnPz8TZ00Dg5cLwBk3dWNG3P3TkbPK9ujx4WVKw1areggAJBVD8+dC+vfv/XixS6+vqKz5Cz2np5JMTGywSA6CIDcg5oRYAX8goLCp0599uOVDRsK1akjMA+QO5zL3XdMe5FSoynTvfu5hQtFBwGALHl47tz2IUNaL1niVLiw6Cw5UcHq1e8eOyY6BYDcg5oRYAUqDRgQe+nS6pYtt73//qLq1e3c3Ow9PUWHAqxb0sOHkiQ5FiwoOkj2Kd+3b8TSpUa9XnQQAMik6PDwHR991HbFCqdChURnyaH8goMjt2wRnQJA7kHNCLAGCkX+KlX82rTx79cv9PBhSaG4sWOH6EyAdTu3aFGZbt1Ep8hWSo2mZEhIxNKlooMAQGbcPXLkn1Gj2ixfzjdnr1GoTh12vQRgRtSMAOtwYeXKUl26OBUpolAqg3777eD//pf04IHoUIAVu7J+ffHWrUWnyG4V3nvv9Jw5bHUBwOrc2rNn31dftV+1yt7DQ3SWHE1lY6OytU159Eh0EAC5BDUjwArEXLiQr1gxjZNT6o8aJ6cGP/ywpV8/SZbFBgOs1IMzZzzLlVPZ2ooOkt3Udnb+7dtfWLlSdBAAyICbu3YdnjCh3cqVNi4uorNYgaKNG9/ctUt0CgC5BDUjIKMSLq4b379dw6qlvPM5exar1KDdwJ+23kjJbLOUG1smDnirYWU/d0cnjyIVmvb59s8LCWkbnZo1q/w77zz/SMHq1QvVrn182jRzHhmQZ5yeO7dc796iU4hRaeDAkzNnykaj6CAAYJKrmzaF//xzuz/+ePblGV7PLzg4MixMdAoAuQQ1IyAj5Cf7vmpas8PoWRv2XXzk5FfCM/nK/g0zPm1RofrAP28ZMtrMcH3VwFoVW42cte7gdblQySK2ced3LviyY41Gn+2O/e8CIqNef//kSe+aNdNkqTl8+I2dO+8dP27pgwZyGaNef//UqQLVqokOIobGwaFYixaX1qwRHQQA3uzK+vVn5s5tvXSp2t5edBar4V66dOylS6JTAMglqBkBGaA99v2A8Ycfq0t2nx1+5+6lkyfOR92LWD2slkv8mVnvDZh/05iRZsYr0/u+M/NUgk/bH/fcfHD9zImIOw8urR/VwCPh6MR3v9wV/++gV9atS3/XFYUiaPr0HR99pH3yJDsOHsgtrm7cWLxlS9EpRKoyePDJ339ncSuAHO788uXnly9vs2yZ2s5OdBYrk8/P79HVq6JTAMgNqBkBptMdWrz0vE5ZqMekaX0ruigkSZIkh5IdJi4b19hJjts2b1Wk0fRm+qOzft3zRFmk12/zh9XNr5IkSZJs/VqPW/JjGw/56qJpG/691OjsokVlevRIN5BD/vyBn3++8+OPLXzgQK4SsWTJq36n8giNo6NPgwZXNmwQHQRAHmTqGv+/P+kybPjQLw7vcHP3zvJWAHmOb1AQy9MAmAU1I8Bkxjvh4XcMSo/mnZq5Kp57XOUb3KKCWtZfvXBVb3Iz+d6xo5F6pWvjkKZuz7dS+oR0a2gvPdm1ZX+KJEnxt2+r7ewcvLxeFcovONjOzY2bZwMmSnr4UDYaHQsWFB1EsKoffnhs6lQuNQKQrUxe47+gTYVOk1duvv3g4uMsbwWQJ/k2a3Zjxw7RKQDkBtSMANOpS7UZMnTYp50q2bz4uCE66p5RUjrnc1aa3EzWpmhlSVKolIoXW0lqW1ulZHx8IeKWUZLOzJ9fvk+f18eq/913Z+bPZ+E6YIqIJUtKd+smOoV4tvnyFapd+9qWLaKDAMhDTFzjf3hUp7F/X0vUmGUrgDzKzs0tOS7OqNOJDgLA6lEzAkymLNxyxI+TfxzeotALvziGm8snLblmUBdv276S2uRmygKlSroqjXF7tx5JfL6ZHLN13Z5EWZJjHsQaZfn6tm2+zZq9IZdaHfz771sHDTJotWY6VCDXurJ+fYk2bUSnyBGqDxt2dNIk0SkA5B0mLd4/POG7Q9sP3jSqzLMVQB5WKDDw7pEjolMAsHrUjICskOPCZ/ZpPnDNPZVf9/GfBL5qg8b0mtk37Nm1mEp/afqgD5eei09dH6K9vXNCz/cX3TZIkpySnHxj1y6fBg0UKtUbc+QrXrxS//77vvzSbEcG5EYPzpxxL11aZWsrOkiOYOfuXqBqVRYvAMgmJizePzBhQnLMLaNDkrm2AsjL/IKD2dIIQNZRMwIySRd9YMb79coEDlx8XlGq6++bZoR4p/f79Opmjg2/nvdFPQ/d2TmhlbwLBVSpWtbHq1jT0f94BDUsqpIUDo4OZ+fOLderl4l5Ajp3Trp///rWreY6QCD3OTNvXrnevUWnyEFqfPrpscmTRacAkEe8YfG++tQSOSWlwfgxZtwKIC/zDgyMOnRIdAoAVk8tOgBgheTY8Dkj+o2YezxWti8WPHLC1C86BThmvJnCtf5XO083mf7NxJV7Tp69ctOjTJ3OvXqM+Nh3Xs2tu5T5nDS6x49dS5QwPVeTn39e3aqVZ4UK7O8LvMyo1987ebLRTz+JDpKD2Ht6upYseWvPHp/69UVnAZDbKQu3HPFjy5cefrp4X5mvYY2y9b4cLknS65qp/Z/fCuDNzfIwpVqtcXRMjomxc3cXnQWAFcvj9Xcgw+RHB39oValO/zknFVX6TNkWcW7z9+kVjExsJqkL1h/y27o9p6/HPL5/6dDfi78LraiOvHrXqHTJf2tX2Qzu1KtxdGz2669bBw6UjXl8CT+Qjmt//12sRQvRKXKcmiNGHKWOBkCMfxfvR0uFqof8MHn4G5plYiuAvK1okyY3du4UnQKAdaNmBGRE0qmfO7f7bMsdp8ChfxzdN/ejJkXT/UBiUjP9oztXr1y98TA5zWsP7j6cItnX9D71l3/79hkN6FmhQtEmTdjXFnjZucWLy/boITpFjuNYsKCzj8/tfftEBwGQt/y3eD9C61ur97bdszO4xj8zzfIatjQCkHW8mwKmM5z/ZcBnWx96tvntwM5JHYq9ahtdE5sl7/i0Wkn/gLdnPn9fD+OdldPX3JOdqtVqUqWc2t4+EymrDhkSdehQ1MGDmXgtkFslx8QY9XpHb2/RQXKimiNHUmgGkH3k2PDZ/QLL1Bs0/UCsrfe7H/zvzMG5ZV7+du25Zo99gkeuOHZs6TuZb5Ynufr7x12+LDoFAOtGzQgwmf7k4oVHk1TlB337TsnX3HbJxGaSU9OebxdWJu8ZN2jy0RijJEly8u3t/+vx6YZYddnW+e827Ns3kzkViuCZM/eMHq19/DiTPQC5zrklS0p37So6RQ7lXKSIg5fX3aNHRQcBkPs9t3i/ctMqDTfP+nn2ryMzvcbf1K0A8jD3gIDYixdFpwBgxagZAaaSHxw5fFkvGc6OD3S2T4dzta9P6E1uJkmSS4sf5gwM0NzfPLy2X9Fylcp4uxcN+mp3rFfQdwvaPb6Sv0qVTEe1c3OrM3Zs2MCB5jp2wNpdWbfOv1070SlyrlqjRx/98UfRKQDkds8W79ccMqKW3/Svhjbq+vbrmplhK4C8zjcoiOVpALKCmhFgKsPtG7cNkiQbtMnpS9HLpjeTJElSuAf/fODAvI/bVS8s37p005C/Uqv3p2w99lOhi2UyvpNRGj4NGrj5+59dsCCL/QC5wIOzZ91KlVLZvu7CvzzOpWhRtYPD/VOnRAcBkIv9u3i/5ZRvvCIHDBv4in0bzbsVQF7n27Qp22ADyIo8fg9KIAPU1cad1Y17czsTm6VSulXp/dPa3i/ctGhN26UtFy7MeMC06nz11Zr27b1r1XIvXTrrvQHW6+z8+eV69xadIqcLHDNm31dftV68WHQQALnU08X7ZdvFb27z1cdFmzR5bbPyI0zbCuANzfI8GxcXfWKiUadTajSiswCwSlxnBOQsjyIjbd3c7Nzcst6VQqUK+v33rYMG6ZOT39wayKWMen308ePeNWuKDpLTuZYooVAoHpw5IzoIgNxJfnDk4GW9pD/758GtAa1bZ3GNv+lbAcA7MPDOgQOiUwCwVtSMgJzlzNy55TO9+/VLnH18qg4Z8s+oUebqELA61zZv9gsOFp3COtQaPfrIxImiUwDInRIiLl7QSpIk67TpL9/P0Br/DGwFkOcVa96cLY0AZBo1IyAHkY3GW//8U6RhQzP2WTIkxKjVXv7rLzP2CViRc4sWleneXXQK6+BRpoxBq+UOOwDMLjE6etO4k+EnTsqvpDvzbRX1060AXt0qg80gSVLBGjW4MyaATKNmBOQgkWFhvkFBCqWZfzEbTZp0bMqUxzdumLdbIOdLjokx6nTOPj6ig1iNwM8/P8ylRgDMKiEqakP37k2mTPGqWFF0lrxIoVLZurgk3r8vOggAq0TNCMhBzs6fX65XL7N3q7azazZt2tYBA2SDweydAzlZxLJlpbt2FZ3CmniWK5cSF/fo2jXRQQDkEo+vX9/Yo0fwjBme5cuLzpJ3+TZrdmPHDtEpAFglakZATpH08KFBq3UuUsQSnXuULVuyQ4dD48dbonMgx7q8dm2Jtm1Fp7AygexqBCALnty8ubFbt+3duq1r1Wrf2LGb+/ZtPnu2q7+/6Fx5ml/z5te3bhWdAoBVomYE5BTnFi4sGxpquf4r9u8fc+HC7X37LDcEkKM8PHfOrWRJtb296CBWJn+VKvF37jy+fl10EADWx6jXb+rVq9aYMZ3Dwrru2mVMSSnWqlW+4sVF58rrXHx9uYAUQOaYu2Yk3107IqTdU2+9M+M0K2EAE13ZsKF4mzYWHaLpL7/sGT06OTbWoqMAOcSZ+fPL9e4tOoVVqjVq1NGffhKdAoD1iYmI8K5Z89kytPrjx9/cuVNsJKTyLFfu4blzolMAsD7mrhkZoqNiKw9esGr16tWrV6+a+V55lZkHAHKnqMOH81eporKxsegotq6uDcaP3zZokEVHAXICo14ffeyYd61aooNYJe/AwEeRkQl374oOAsDK6BISNI6Ozz9i0OtFhcHzfIODI8PCRKcAYH3MXDOSE6LvKQp4u9hoNBqNRq1WKczbP5BbnZ49u8I772TDQIXq1PGsUOHkjBnZMBYgUGRYmF9wsOgUVqzWqFFHfvxRdAoA1iTpwYMLq1Zd+vPPZ4+cX768cJ06AiPhmaKNG9/cvVt0CgDWR23e7oz37t5LObfo43ejHhpc/BuGDuxZu2A6QyQlJSUmJpp36Gwjy7IkSQ8fPhQdxFrJsszspWFITo65dk0qUMCUmcn67Pn37789NNShdGn3vHQHk9Tf3FjW5WVBXFyc6AgZcHz27Bpjx+acd5tHjx6JjpAxtgEBd0+evH3hgp2np8AYqb+5T548EZjB2sXHx8fHx4tOYa0SEhKs9yNrdkqJi4uYOfP+sWMVPvqoQNOmS+vVy1+pUvydO5KtbZ3Jk3POW7G1kGU5OTk5OTnZvN0mx8ffj4pSWviqduFkWdbr9VqtVnQQq8SpblbIsqxQKKx39mxsbJydnV9+3Mw1I8m2aGALn9ptGvk7xp//4/vxUzYU/e6twi9dzKTRaBwcHMw8dHbRarV6vd5684ul0+l0Oh2zl0bE6tUlQ0LeOC16vT4lJcUssxc0c2ZYnz6tVq3S5Jn/F6mzZ29vr1Bw/WOGGQyG5ORkOzs7pdI67pyQDf4BhAAAIABJREFUEhcn6XReJUuKDiJJkmQ0GpOSkqxo9p6pOnToxTlzAr/+WmCG1NmztbVVqVjsnhkJCQk2NjZqtbk/7+UNqbOn0WhEB8nRdAkJp3///fqWLRUGDqwzdmzqg74NGty7eNHRw8PJy0toOmuVlJSkUqlszF3cKVy3btyJEz6NGpm325wmKSlJqVTa2tqKDmKVUiuVdnZ2ooNYpZSUFFmWrXf2XvVJ1cyfIRQFa3XqZGenVkiSS0DTuj5/nbthkF6uGanVauv9+GI0Gg0Ggz034sksnU7H7KVxbe3atitW2LxpWpKTk1OrHlkf0d7Xt9aIEYc+/zxo+vSs92YVUlJSUlJSrPG8PSfQ6XSpNSNrOW+/MG9euR49cshbjV6vT616WN0fvlKtW5/65RcpIcFe3KVGBoMhKSnJxsbG7OdOeYEsy6lVD86dMichIUGj0eSQd5IcyKDVnp0///zy5ZUGDao7Zoz04lcyzkWL2tvbM3uZk5ycrFarzT57Jdu0ubhqVcmWLc3bbU6TkpKiUqn4t5c5Wq1WoVAwe5mj1+uNRmPumz3znjvJT/ZN/uCr1Rcf6SU58drew/dLV/K3sk/IQHaLvXjRqVAhm/SuA7SoYi1bqu3szi9fns3jAtng0tq1/u3bi06RG1T98MPwX34RnQJAziIbjRf++GNV8+aSJHXaujWgUyeJa3itQYGqVe8dPy46BQArY96KjiJfwwGDbk37+cO1j5QOXqWDPhgS5MVfEOC1Ts+dmz27X7+s4Q8//NmmjXdgYD4/PyEBAEuIvXjRtUQJda77kkeI4q1aHZs8OSUuztbVVXQWADmALF9YtSp86tQSbdt23LxZxSVsVkWhVNp5eCTcvetYsKDoLACshrmvAlJ6VO/5ZfWeZu4VyK2Men3UoUMNxo8XMrpSo2k2bVpYv35vb9qkZL8G5Ban584t37u36BS5R5XBg49PmxY4ZozoIAAEu75t2+EJEwrXrfv2339n//XRMAvfZs1ubN9epkcP0UEAWA329QBEurZpU/HWrQVe0e3q7182NHT/N9+ICgCYl2w03j1yxLtWLdFBcg//du1u7t6t5c5lQB52Z//+P9u0ub5tW7s//qgzdiwFI+tVrHnzyK1bRacAYE2oGQEinVmwoGxoqNgM5Xr3fnLjxo3t28XGAMwicssW32bN2FnDnBSKiv36nfz9d9E5AAjw4PTpjaGhZxYsaD57doPvv2eZqrVzKlz4yc2bkiyLDgLAalAzAoRJjI5WqtU5YUl5s2nT9n/zTWJ0tOggQFadXbRIeB029yn19tvXtmzRJSaKDgIg+zyMiNjQvfuRH3+s9+23wTNm5ISPKzALr4oV758+LToFAKtBzQgQ5sz8+eV69RKdQpIkSePk1HjSpLABA/jeCVYt5dEjfVKSc5EiooPkNgqlskLfvqdmzhQdBEB2eHzjxtaBAw98803dsWNbLliQr1gx0YlgTn7BwZFhYaJTALAa1IwAYSK3bPFr3lx0iqcKVKvmU79++M8/iw4CZN75ZctKd+4sOkXuVLpr18tr1+qTkkQHAWBBiffv/zNq1Lb33680YECbZcvcSpUSnQjm59Ow4a1//hGdAoDVoGYEiHFrzx7v2rWVanPfuzALqn/88a09e6LDw0UHATLp0po1Jdq3F50id1KoVOX69Dkzb57oIAAsIjkm5p9Rozb26FG8VauQDRvyV6kiOhEsRePgIBuNfAcAwETUjAAxzsydW6FvX9EpXqRQNJs+fefQodwgCdYo9uJFFz8/jYOD6CC5VtkePc6vWGHQakUHAWBOuoSEwxMmbOjWrXDdup3CwnwaNBCdCBbnU7/+rT17RKcAYB2oGQEC6OLjkx48cPX3Fx0kLQcvr7rffLNz6FDRQYAMOzNvXvnevUWnyM2UGk3ZHj3OLVwoOggA8zBotadmzlzTtm2+4sU7bt5com1b0YmQTfyaN2dLIwAmomYECBCxdGlAly6iU6SvSKNGDvnzn1u8WHQQIANkozHq8OFCtWuLDpLLle/bN2LpUqNeLzoIgCwx6nRnFy5c1by5JEmdtm4N6NRJUihEh0L2yV+p0v1Tp0SnAGAdqBkBAlxYtapkSIjoFK9U99tvzy1aFHvxougggKmub91atGlTznksTanRlAwJiViyRHQQAJklyxf++GNF48YJUVEd/8/efQc0fed/HP8mYW9kb5AlS5y4cAEJqDhQ0bqt1tX2aq+1Vdu71l7tVa3as6e1Qh04ahUVFZUpuHBPtih7iiB7hYzfH/b6U4sDDHlnvB7/GcKXJ5SG5J3P9/ONje29eDGLw6FuAqljsbTNzBrLyqg7AEAOYGYEIG1V6emGTk6yvOsKW0Ul8NdfEz/8EBuXgLzI2LfPffZs6gql0HvRorRdu7DUCEAeFSYmRvJ4dXl5oQkJPitXctTVqYuAjB2XW5iQQF0BAHIAMyMAaUvbudNzwQLqitfQtbHxXrz40pdfUocAvF5bXR2/oUHP1pY6RClw1NWdJ03KiYykDgGATihNSTk2blxhYuKEI0d8Vq5U0dSkLgJi9jxeYWIidQUAyAHMjACkSsjnP05NNR8wgDrk9VymTm2trc09dYo6BOA1sn//vde0adQVSqT3kiX3wsLEIhF1CAC8Xvn16yenTs3Yuzdo164R69ap6+tTF4FM0DY3bywrwyM5ALwWZkYAUvXwxAmniROpK96U35YtNzdubCovpw4BeJUHUVFOISHUFUpEVUvLISjoQVQUdQgAvEp1ZubpWbPSd+3y27KFt2OHlpkZdRHIFrN+/Srv3qWuAABZh5kRgFRl7t/vNnMmdcWbUtXS8t+6NXbhQrFQSN0C0LGanBw9W1tZ3iBMIfX98MN7v/zCiMXUIQDQgfrCwoRly658++3QNWu4v/yiY2VFXQSyyJ7HK4iPp64AAFmHmRGA9DSUlKjp6GgaG1OHdIKxp2fPceNubNxIHQLQsfQ9ezzmzaOuUDqq2trWI0bkRkdThwDAcxpLS5OWL0/84APvJUuCDx40dHamLgLZZTV8eOmlS9QVACDrMDMCkJ70Xbs858+nrui0vh988OjWrbIrV6hDAF4kFonKr12zGjqUOkQZ9V++/NaWLVhqBCAjWqqrL6xaFfPuuy5Tp04+dcq0Tx/qIpB1KhoaLDa7vbGROgQAZBpmRgDSIhYXJSXZ+vlRd3QFd8eOCytXttbUUIcAPKcwMdF29GiGxaIOUUZqenpWw4blx8VRhwAou/bGxuvr15+eOdOeyw2Nj7cePpy6COSGzciRxRcuUFcAgEzDzAhASgrPnrUZPZrF4VCHdIWGoaHvd98lvv8+dQjAczL37XOfO5e6Qnn1//jjm5s3U1cAKC8hn58aFhY1caJ+z55TY2Nt/f2pi0DO2AcGYksjAHg1zIwApCR99255PDHtT9bDh/dwdU3btYs6BOAP/Pr6tro6PVtb6hDlpdGjh1m/fkVJSdQhAEpH1N6eGhZ2aPRohmFC4+NdQ0Ox4hK6wNjTszozk7oCAGQaZkYA0tBWW9ve1KRnZ0cd8laGfPXVw6io6qws6hAAhmGY7EOHXKdNo65QdgNXrLj144/UFQBKRCwS3Y+MjOTxBC0t05OTey9eLKdLmEFG6FpZ1RcVUVcAgOzCzAhAGjL27XObOZO64m2x2OyA7dsTly0TtLRQtwAwOUePOk+aRF2h7DSNjQ1dXEqwHQaAVBQmJkbyeHV5eVPOnOm3fDlHTY26COSeHZdbmJBAXQEAsgszIwBpeHjihNPEidQVEqBrbT3ws88urFxJHQLKrubBA11ra1UdHeoQYAZ+9tmNTZuoKwAUXOmlS0fHji1MTJx49KjPypUqmprURaAg7Hm8wrNnqSsAQHZhZgTQ7R7dumXs6clRV6cOkYye48aJxeKHx49Th4BSy4iI8Jg3j7oCGIZhtM3N9WxtS1NSqEMAFFP5tWtREybcj4wcs2fPiHXr1PX1qYtAoWgaGzdXVoqFQuoQAJBRmBkBdLu0nTu93n2XukKSRm3cePunn+oLC6lDQEmJRaLSS5esfX2pQ+APPitX4gJqABJXlZFxetas9N27ub/84rdli5apKXURKCaLgQMrbt2irgAAGaVCHQCg4AQtLbW5uSbe3tQhksRRV+fu2JH4/vshJ09i602QvqKkJFt/f1wkSHboWltrmZhU3LxpPmAAdQuAIqgrKLi+fn1bba3vt98aODlR54CCs+PxCuPjLXx8qEMAQBZhnRFA98o5etR58mTqCskzdHZ2njz5ytq11CGgjDL27nWfPZu6Ap4z6Isvbm7cSF0BIPcaSkrilyxJXLasz9KlwQcPYmAEUmA1bFjZlSvUFQAgozAzAuhe2QcP9po+nbqiW3gtXFj78GFRcjJ1CCgXfn19W02NvoMDdQg8R8/WVlVb+3FqKnUIgLxqqa6+sGpV4vvv9160aEpMjIKtUAZZxlFTY6uq8uvrqUMAQBZhZgTQjery87VMTdUNDKhDuov/1q2Xv/66pbqaOgSUyP3Dh11CQ6kroAODvvji+vr11BUA8qe9sfH6+vWnZ82y5/FCTp7EOZ4gfbajRxefO0ddAQCyCDMjgG6UtnOnp2Ltfv0CdX39UZs2xS9axIjF1C2gLO4fOeKiiOd7KgADR0cWh1OVnk4dAiA32pubb2/ZEjVxon7PnlNjY239/KiLQEnZBwYWxMdTVwCALMLMCKC7iEWi0pQU6+HDqUO6l/nAgeY+Pne3b6cOAaVQ+/ChrpWVqo4OdQh0bNDq1Td++IG6AkAOiNrbU8PCIrlcFU3N0IQEVyyfBFI9evWqzs6mrgAAWYSZEUB3yY+NtQ8MVIZLO/l8/nl+TEzl3bvUIaD40iMiPObNo66AlzJycxPy+TU5OdQhALJLLBLdj4yM5PEYhnnn/Pneixez2HhCDvT0HRzq8vKoKwBA5uBPFEB3yYiI8Jg7l7pCGlhsduDOnUnLl7c3NlK3gEITi8suX1b4tXvybvA//nEdS40AXqIwMTGSx6vLy5sSE9N78WK2igp1EcAf7LncgoQE6goAkDmYGQF0i5aqKrFIpGNpSR0iJVqmpoO/+CL500+pQ0CRFSUlWY8YoQxr9+SasYdHW21tXX4+dQiAbClMTDzs51eYmDjp2DGflStVNDSoiwCeY8flFiUlUVcAgMzBzAigW2RERLjPnk1dIVX2gYFqurpZv/1GHQIKK2PvXo85c6gr4PUGf/HF9Q0bqCsAZEX51atR48cXJiZOOHp0xLp1anp61EUAHdAwNGyrrRUJBNQhACBbsCAWoFvknT49NS6OukLaRnz//bHx4y2HDNF3cKBuAUXT3tjYWlOj37MndQi8nmnfvk0VFfWFhXp2dtQtAJSq0tOvff+9qo4OLyxM28KCOgfgNcx9fCquX7ccOpQ6BABkCNYZAUhe2ZUr5gMHslVVqUOkja2qGrBtW9yiRaL2duoWUDTZhw+7TJlCXQFvatCqVTc3baKuACDz5P79mPnzr65dO+xf/+Lt2IGBEcgFex6vID6eugIAZAtmRgCSl7Zzp8f8+dQVNAwcHb0XL075+mvqEFA0OUeOOE+eTF0Bb8pi0KC6/PzGsjLqEABpayguTli69MKqVQM++ST4998NHB2piwDelOWQIeXXrlFXAIBswcwIQMLam5qaysuN3NyoQ8i4TpvWVF5eiEtvgOTU5edrm5ur6epSh0AnDFq9+ubmzdQVANLTUlV1YdWqxPff771o0aSoKJPevamLADqHraKioqXVWlNDHQIAMgQzIwAJyz50yCU0lLqCmP/WrVfWrm2qqKAOAQWRvmePx9y51BXQOZZDh1ZnZjZXVlKHAHQ7fkPD9fXrT8+ebR8YGBIdbda/P3URQBfZ+vkVJydTVwCADMHMCEDC7h865Dp1KnUFMVVt7YCtWxOWLWPEYuoWkH9icemlS9YjRlB3QKcN/PTTWz/+SF0B0I3am5uvr19/LDhYv2fPqbGxtqNHUxcBvBVsaQQAL8DMCECSnty/r2dvr6qjQx1Cz9jLy2bkyJt4uQhvrSg52Xr4cBYbf7Dkj62//6M7d1qqqqhDACRP1N6eGhYWFRysbWExPTnZVemXGINiMHR2rnnwgLoCAGQInoIDSFLar796LVhAXSEr+i9fXnb5MjZThLeUsXev+5w51BXQRf2XL7/93/9SVwBIklgkuh8ZGcnjMQwzNT7eY+5cDLVBkRi6uGBsBAB/wl84AIkRCQQVN29aDBpEHSIzWCzuL7+c/+wzfn09dQrIq/amppaqKlx4SH45jBlTdvlyW20tdQiAJIjFudHRkVxuXV7elJiY3osXs1VUqJsAJMyey8XpaQDwJ8yMACQmNzracfx46grZomlsPOzbb+OXLqUOAXl1//BhlylTqCvgrfT98MM727ZRVwB0zqPbt7N27syNihK2tT29pTAxMZLHe3Tr1qTjx31WrlTR0KAtBOgmdgEB2AYbAP6EmRGAxGTu2+c+ezZ1hcyxGTnSoGfPjL17qUNALuUcOeKi9JvKyzunCROKz5/nNzRQhwC8qcvffHP355+tPD3bnzyJ5PHyY2OPBQcXJiZOiIwcumaNmq4udSBAN1LT0+M3Nora26lDAEAmYD0tgGQ0VVRw1NS0TE2pQ2TR0DVrjo0bZzFoUA9XV+oWkCd1BQVapqZ4eSb3WCzvxYvvbt/u8/nn1CkAr1eXn1+dmTn+0KGn/zTx9j774YdT4+K0zc1pwwCkxnLIkLIrV3DFUgBgsM4IQFLSd+/2mDePukJGsVVUeGFhiR988OcKf4A3kbFnD3a/VgzOkycXxMa2NzdThwC83uPUVDt//z//aT18uI6lJQZGoFTseTxsaQQAT2FmBCAJYnFBfLw9j0fdIbv07Oz6LFt2YfVq6hCQH2JxycWLNqNGUXeABLDYbK/33ksNC6MOAXg9PVvb6qysP/9Z8+CBjpUVYQ+A9Fn4+FTcvEldAQAyATMjAAkoPn/eyteXxeFQh8g0lylTBM3NuSdPUoeAfPjjfytcwVpR9Jo+/eHx44KWFuoQgNcw7dOnvqgobdeulurqR7dunZ41a8Cnn1JHAUgVi8NR19NrqaqiDgEAenguDiABabt2ec6fT10hB0b/5z+3fvqpsayMOgTkQMbevR5z51JXgMSwOByP+fPTd++mDgF4HRZr/O+/Pzx+/NjkyWn79gUfPGjk5kbdBCBttv7+RUlJ1BUAQA8zI4C31VZX11ZTY+DoSB0iB1Q0NPy2bIl77z2xUEjdAjKtvampubIS/1spGI85c3KOHhXy+dQhAK/BVlUVtrVxDx4c9v33eCAC5WQfGIgtjQCAwcwI4O1l/fZbrxkzqCvkhrGHh9OECdfWr6cOAZmWc+SI8+TJ1BUgYSwOp9c772RERFCHALxGa02Nmp4eW02NOgSAjL69fV1eHnUFANDDzAjgbeUcPeo0aRJ1hTzxXrr0SVZWaUoKdQjIrvuRka6hodQVIHme8+dn7t8vam+nDgF4lYK4OHsul7oCgJiRh8ez+8EDgHLCzAjgrVSlpRn16qWqpUUdImf8//vfi6tXtz55Qh0Csqi+sFDTyEhNV5c6BCSPrarqOm1a1m+/UYcAvEp+TIx9UBB1BQAxey63EKenASg9zIwA3kpqeLjXwoXUFfJH3cBg5MaNiR98QB0Csih9zx7sfq3Aer/3XtquXSKBgDoE5EJTzsnvF08Y2c/FQl/X2MF7xISlmxKK2l5+/+b4JdZqjp+kdLyUTVx/b9/KqUOczPQ0tXpYewYs3BBb9Jf9tcQiUWNZmZ6trcS+CQD5ZDN6dNG5c9QVAEAMMyOArhPy+VUZGaZ9+1KHyCULHx8jd/fU8HDqEJAxYnFxcrLNqFHUHdBdOOrqzpMm5URGUoeAzBM3pHzt7xPyRfiplJw6HXtH49bcy6d2rAjyGrD0WEmHV1IQlx8PiyoXveRwT85+OnzovA1HrxU069mYsx5nnt21KtgnZHv282OjR7dvm/XrJ/HvBkDuqOnqCltbhW2vmNICgOLDzAig6x4cO4Ztet/G4C+/fHjixOPUVOoQkCHFFy5YjxjB4nCoQ6Ab9V6y5F5YmFj0kpf2AAzDMAz/1rol31+vV3Ge+evtsooH9+5ml1dmHf37IL3G9PD3luwpfu73R9xe+yAp7IOQD6Mev+T3qvHsP977KbXVyO+78yVVJTl5lVWZv73rolIZ89nSX3Kf/Zz8M2ccxozpxm8MQH5Y+fpiA0oAJYeZEUDXZR044DZzJnWFHGOx2bwdO5I++kjQ0kLdArIic+9et1mzqCuge6lqaTkEBT04dow6BGRZ+7X9v2W3sy1nbd72bm89FsMwDKPlHPLDwe9G64hrE3cfKfjfoKf59LKehjo9XP2XbL9W87JFRo+P/bSvUKQ14qtfVw03V2cYhqPba8ZP2xbYsZtSfg6/+cy5kqUpKZZDh3br9wYgL+x5vMKEBOoKAKCEmRFAFzUUF6sbGmoYGlKHyDcdKyuflSvPrVhBHQIyob2pqbG8vIerK3UIdLu+H354b8cORiymDgFZJSq7fbtMyDYKDA0wYD1zO8eOF+SlIhbk3c/735yHY+IVFDp34cL33ls4fbB5x4sUG8+fudDEqA+fGWr/zJNfnREzJ9lyBHnxcdl/nOvW+uSJur4+R02tW74pAHlj1r//ozt3qCsAgBJmRgBdlLZzp+f8+dQVisBhzBi2ikr2oUPUIUAv5+hRF5zvqRxUtbVtRo7MjY6mDgGZpeIS/LeP/74i1PuF8Y3wUXmliGHr6uv+71msus/7P4eHh4eHh4etm+7U4cxIkJua2STmOPTra/zsAIpR7T3QW40leJCe1fr0hvzYWHseT+LfDICcYrHZGoaGzZWV1CEAQAYzI4CuEItExefPY5teSRm5YUPqjh11BQXUIUDs/uHDLlOnUleAlPT76KNbW7ZgqRF0jG015vONP278LMjyuSerwuLfNx/IF6r0HD/RW+XNjyYsLSoRMhxLW6sXRkqaltbGbDG/uKji6Ult+TEx9oGBb10PoDjsAgIKExOpKwCADGZGAF1RmJho5+/PYuP/IMngqKvzwsIS338fl99WZvWFhRo9eqgbGFCHgJSo6elZDRuWHxdHHQLyQlx7O2x+4NKoSo79zO8/HazRiU8VNja2MgxLW0eL9fwHnt4kampoEjGMWCRqevRI18ZGotkA8s0+MBBbGgEoM7ziBeiK9D173OfOpa5QKAZOTq7Tpl359lvqECCTsXevB/63UjL9P/745ubN1BUgB9ofXdnxvq/b4KX7s1ku7/xyZsdki649h2X95RYxwzCMSCRkGKbi5k3z/v3fKhRA4ehaW9cXFmJNKIDSwswIoNNaqquFra16trbUIYrGc/78+oKCoqQk6hCgUXzunO3o0dQVIFUaPXqY9+9fdPYsdQjIMHHN7V8XDXbzXbb9Sr01b+WhW7d+W+DWmTVGDMMwHG0dDYYRtzQ1v/C6V9zc1CxmWNo62iyGyY+JcRgzRmLlAIrCxNu7Kj2dugIAaGBmBNBpWfv341rg3SRg27ara9e2VFVRh4C0lVy8aDlkCIvT8RWPQIENWLHi5o8/UleAjBLXXd0w1nvo4p33WH3n/ycxKzN2XairdhcOxLGyseQwwrKScuHzH2grL6sWsVQtrc05DFOakmI5ZIhEygEUiR2XWxAfT10BADQwMwLotIfR0Y7BwdQViklVR2fEhg1xixZhCbSyyYiIcJ89m7oCCGgaGfVwdS25cIE6BGRPS+pP0yasjivTGfxx5M2UXcv9bDu7vOhPKo5e7losYf7d1Nrn/roIMu9m8MUcRy8PrZaqKs0ePdiqqm8fDqBgbEaNKsajNICywswIoHMqbtww9fbmqKtThygs8wEDrIYOvb11K3UISI+gpaWpvLxHr17UIUBj4Gef3di0qfOf15Rz8vvFE0b2c7HQ1zV28B4xYemmhKK2v9xNXH9v38qpQ5zM9DS1elh7BizcEFvE7/LRQGqE2f9dsjqh2jj45yvJm0Mc3vLPru6osSO0mZYLkdGPnhka8W9HncwVcByCxrir5MfG2vF4b/dVABSTqpaWWCAQtLRQhwAAAcyMADonbedOj3nzqCsU3MAVK0rOn6+8c4c6BKQk58gRp0mTqCuAjLa5uZ6tbWlKSic+R9yQ8rW/T8gX4adScup07B2NW3Mvn9qxIshrwNJjJc+cfSR+cvbT4UPnbTh6raBZz8ac9Tjz7K5VwT4h27P5XTgaSJHg3v69N1s4nsu+XeAsgbdpWKZTPppty66PXfPxgbyn//HFNZfXLt+WLdT2/XCJjyqTHxvrEBj49l8JQCFZjxhRcvEidQUAEMDMCKATBC0t9YWFJr17U4coOhYr4Oefk5Yv5zc0UKeANNw/fNg1NJS6Aij5rFx5szNLjfi31i35/nq9ivPMX2+XVTy4dze7vDLr6N8H6TWmh7+3ZE+x6I/7NZ79x3s/pbYa+X13vqSqJCevsirzt3ddVCpjPlv6S66os0cDKRJX3bj+UMAIM74frKvZAd3+39wVdOqIugFrwz/wVCs+NNfNstfwQL8+1jbD115rNhu7acdSR5ZI1PL4sY6VVTd9OwDyzp7HK0xIoK4AAAKYGQF0wv3ISJcpU6grlIKWqenQb75J/uQT6hDodg0lJeoGBuoGBtQhQEnX2lrL1LTixo03u3v7tf2/ZbezLWdt3vZub72nV0/Xcg754eB3o3XEtYm7jxSIGIZhxI+P/bSvUKQ14qtfVw03V2cYhqPba8ZP2xbYsZtSfg6/KejU0UCqhKVFpUKGEQv5rR1rE3R22zuWEfc/F1N2r5jUR6/6zvmrBYy934INZ64fW+KqxlRcv27Wv3+3fCcACsG0T5/HqanUFQBAADMjgE7I/v1312nTqCuUhe3o0Zo9emQdOEAdAt0rY88e9zk4w3hIAAAgAElEQVRzqCuA3qAvvrixceMb3VVUdvt2mZBtFBgaYMB65naOHS/IS0UsyLufJ2AYhmk8f+ZCE6M+fGao/TPPd3RGzJxkyxHkxcdlCztzNJAqlf7fZbSLX649/du+Kn/5LLb9xxfbxILczcM63smaZdB33g/HruU9bmxtri1NT/h1Bc9GjWEYJi8mxmHMmO79lgDkGoulaWLSVF5O3QEA0oaZEcCbqsvL07GwUNPTow5RIr7ffZceEVGTk0MdAt2oKDnZzt+fugLo6dnaqunovNn72CouwX/7+O8rQr3Vnr9d+Ki8UsSwdfV12QzDCHJTM5vEHId+fY2fnQUxqr0HequxBA/Ss1o7cTRQaKUpKZaDB1NXAMg0ey63AKenASgfPAsCeFOp4eGeCxZQVygXtooK75dfEt5/X8jv4CpHoABKL12yGDyYxeFQh4BMGPTFF9fXr3/9/dhWYz7f+OPGz4Isn3saIyz+ffOBfKFKz/ETvVUYhhGWFpUIGY6lrdULv2CaltbGbDG/uKhC9OZHA8XV/PixlokJW7XjtUkA8JR9YCC2NAJQQpgZAbwRkUBQdvWq1dCh1CFKR79nT+8lS1L++U/qEOgW6RERHjgxDf7HwNGRxeFUpad3/lPFtbfD5gcujark2M/8/tPBGgzDMMLGxlaGYWnraLGev/PTm0RNDU0v2aioo6OB4iqIjbXHFdMAXkfb3LyxrEwswg5vAMoFMyOAN5L/dKcDFuv1dwVJcw0Nbamqyjt9mjoEJEzQ0tJYWtqjVy/qEJAhg1avvvHDD536lPZHV3a87+s2eOn+bJbLO7+c2THZ4oVnN3995BYzDMOIRMKuHA0UTn5srD2PR10BIAfM+vV7fO8edQUASBWeBwG8kQyshiDl99NP1zdswM6LCubBsWNOEydSV4BsMXJzE7a3v+kuZuKa278uGuzmu2z7lXpr3spDt279tsDtz1VBHG0dDYYRtzQ1v3CBLXFzU7OYYWnraLPe/GigoMRCYfPjxzqWltQhAHLAjsstiI+nrgAAqcLMCOD1mh89YlgsbQsL6hDlpaqtHbBtW8KyZVgRrUiyDx3qNX06dQXInMFffnl9w4bX3k1cd3XDWO+hi3feY/Wd/5/ErMzYdaGu2s/eg2NlY8lhhGUl5S+sJ2orL6sWsVQtrc05b340UFDl165Z+PhQVwDIB+sRI0ovXaKuAACpwswI4PXSIyI85s6lrlB2xp6etv7+Nzdtog4ByWgsLVXT01M3MKAOAZlj7OHBr6+vy89/1Z1aUn+aNmF1XJnO4I8jb6bsWu5n+9cFQSqOXu5aLGH+3dTa5xYaCTLvZvDFHEcvD61OHA0UVN7Tc88B4A2oaGgwDNPe1EQdAgDSg5kRwOvlx8Q4BAVRVwDT78MPy69fL7tyhToEJAC7X8MrDFq9+pVLjYTZ/12yOqHaOPjnK8mbQxzUX3I33VFjR2gzLRciox89MzTi3446mSvgOASNcVfpzNFAMZVfvWoxaBB1BYDcsBk1quTCBeoKAJAezIwAXqP00iXLwYNxCV6ZwGLxwsIuffllW10ddQq8raKzZ+0CAqgrQEaZ9u3bVFFRX1jY8YcF9/bvvdnC8Vz27QLnV014WKZTPppty66PXfPxgTw+wzAMI665vHb5tmyhtu+HS3xUO3U0UEDNlZWaJiZsFRXqEAC5Yc/jYUsjAKWCmRHAa6Tt2uUxbx51BfxBw9Bw6DffJCxdSh0Cb6Xs8mULHx8Wh/P6u4KyGrRq1cvORRVX3bj+UMAIM74frKvZAd3+39wVPL2rbsDa8A881YoPzXWz7DU80K+Ptc3wtdeazcZu2rHUkd3Zo4HCyY+JcQgMpK4AkCfGnp5V6enUFQAgPZgZAbxKe2Njc2UlrgUuU6yHDzd0cUnfvZs6BLouPSLCHXuEwStZDBpUl5/fWFb21w8JS4tKhQwjFvJbO9Ym+PNUNJYR9z8XU3avmNRHr/rO+asFjL3fgg1nrh9b4qrWhaOBosmPjcW55wCdw2LpWFk1FBdTdwCAlGAtLsCrZB086DptGnUFvGjo118fnzjRcsgQjPPkkaC1taGoyMjNjToEZF3/v/89ds4cdQsLI2fnAR99pGls/PR2lf7fZbR/98aHYRn0nffDsXk/vOTDnTwaKA6xUNj65ImWmRl1CICcsedyCxISvBYsoA4BAGnAOiOAV8k5csRl6lTqCngRi80O2L49YdkyQUsLdQt02oNjx5wmTqSuAFkn5POvfvddn/ff5/3nP7bDh5+YOrWlqoo6ChRKGXa/BugS+8DAwsRE6goAkBLMjABe6kl2tr6Dg6qW1uvvClKna2094NNPL6xeTR0CnZZ96JDr9OnUFSDr8k6dcpo40XXaNC0zMzsud/AXX9wLC6OOAoWSHxPjMGYMdQWA/NE0Nm55/FgsElGHAMid5vgl1mqOn6S0d/jRtqK4H5ZMGtnHvoe2jpGNl//8b4/db/rr3fhlF7f9bdJwbwdjXX1L14EBs746nFHfjefRY2YE8FKp4eGeWHYrwxyDg0Xt7bnR0ZI7pFw+jsuXxtJSVW1tDUND6hCQdXX5+cYeHn/+09jTsy4/n7AHFE/5tWsWPj7UFQByyXzAgEe3blFXAMgZcfnxsKjyjqetwsIjSwf1Hrsy/OTVQrGls416bXZyxFdTB45afb7m2dcRzbe/9/cY9betJ68XCkwcbDRrMs8d/Padfr1nHyrprjEuZkYAHRPy+ZV37uDZpIwbtWnTrR9/rC8qksjR5PRxXL5k7N3rMWcOdQXIAZPevYvOnfvzn0VJSabe3nQ5oGiaKiq0TE1x9UaArrHjcgvi46krAOSGuL32QVLYByEfRj3u8BWBKHf7uwvCUpusx2+8WFxVmH43q6zqQfSqEUZNN39Y+NW5xv/dr+3KN7PXpNTpDPr8zIOK4qzU9NyKklu/TLMVFf2+bMnuou55tYGZEUDHck+exJYrsk9FQ8N/69aEJUvEQuHbHEeuH8flS2Fioj2PR10BcsCOy60vKrr0j38UJibe2LgxY+/e3osWUUeB4siPicEV0wC6zMrXt+zyZeoKALnQfHpZT0OdHq7+S7Zfq+n41YDgZvjWiw1sm7k/7/n7MNOn72ao24/77sDGYCNx3r5tp/54i1qQFn3yAZ/tuGjT2iBbDYZhGIZt6L1o61dcDXFt8vHk2m45swEzI4COZezb12vmTOoKeD0jd3fnyZOv/vvfXT2A3D+Oy5GyK1fMBw7EG/vwhsZGRFiPHFl49Wp6RMTkkyc56urURaA4CuLi7AMDqSsA5BVHTY2losKvr6cOAZB9HBOvoNC5Cxe+997C6YPNO3oWLK68dbNAwDYYPdnfkPXM7WzryTNGajIN5+Iutz29RSgUMQxLTV392bux1DQ02IxYJBRinRGA1DSUlKhqa2uZmFCHwBvpvWhRTU5OUXJylz5b7h/H5UhGRIT77NnUFSBPbPz83JcudZk6teTSJeoWUBxiobC1tlbL1JQ6BECO2Y4eXXz+PHUFgOxT93n/5/Dw8PDw8LB10506fK3Bb+OLGYbFYbNe+IiKujqbEdXfz3q6yYWK96QQV3Vh9s6vf773v91S+aWn/7EuppllGDCF2+PFz5cIzIwAOpC+e7fn/PnUFdAJ/lu3Xv7665bq6s5/qtw/jssLQWtrXUGBsacndQjIH8dJkx5ERVFXgOIovXzZcvBg6goA+WYfGIgtjQAkgm3m4mzAFtVeSrjR/Ozt4icJJy82ixnxk6o/TobQGPKvE3uX9uHHfDywZ6+hvOCxo/s6uo7f9sBszL9P7l1g0z3THcyMAP5CLC5KSrLz96fugE5Q19cftWnT2Q8+6I6Dy/jjuLx4ePy404QJ1BUgl3q4uVVnZuK6ziAp+TExDmPGUFcAyDcjN7cn2dnUFQAKQXPknHccOIIH25d99Ftm49M3nvmlyevnvL+vVMgw4rbW1v/tcKFiYO/lZaPNtFfnXEk4HXPubkkTwzF27e9uqdldb04r9ysYgI4UJSfbjByJLVfkjvnAgca9e9/75RfJH1q2H8flRdbBg67Tp1NXgLyyHDq0/OpV6gpQEOXXr5sPGEBdASD39Ozs6vLzqSsAFID2yG92/9PXqD1j52xvC0vXvv3crU0c/L+4YMQdacthWFraWiyGYRjxk6TPA/w+2FdgN3PjqTsFTxrry+9f3LtiBJO8NsR3Wtj99m6JU+mWo74On89va2sj+dJvTyAQiMXihoYG6hC5JBQKZf+nd3vHDp9//EMGI4VCIcMwMhgmO9w/+CDunXf0e/c28vJ64UNPf3qNjY0s1ktnN6KmNiHDMCJ+c0NDg+pzH+r32bbPb8zacHXnbO/fP7F3NOdU5eWVN6p5+Puyki9WaKgyjQ0NKoy45vw/xk/fms5xC/3um48mDXIybCtLS4749zc/rw0ZdmPz6QPvOqt2/KVlnEgkYhimqanpFT+9V2sqL2fU1ARqakr4CywWixmGaW5u7vJPT5k9/em1tLRYBQZmHDqk+5f/teG1Wltb+Xw+dYUMaa6oUDc2bmxufv1dGaatrU0gEHR3kkISi8VtbW3Ct7uqqdISiUR8Pl8k84srTX1970dHu737LnXIc4RCoUgkUsLnGxIhEAhYLBZ+el3z2kHBK15rMJw+n5y8Mnjn+i3HLqdlPSzq4eoT8s70jz+02T8q4RxbT1e9qaGBLUj9YflP91qMx20/vG2GNZthRIyKhfekfx60YbhBG8+sXn2At2eKUZefbqqoqGhqanZwe1cP+FbU1NTU1NRIvvTba2pqamtr09XVpQ6RSy0tLUKhUJZ/em11dUxbm6VMvixpbW1tbGyU5Z+eLBi3Z8+pmTNDoqNVtbSevb2tra2hoUFHR4fNfun6SpG2OodhGLaalq6u7guP47qB/76QPmb7v344fPFeRn6pkduwafNmff6J3W6f5ItsI0trfV1dtuDuxi9/SWs1mbg79uDcP05EM7Nw6uvrrTNsxL/j/7UuYeah6cbyODZob2+vq6vT1tbmdHX9Xea2bd7vvqucv70CgYDP52tpaamo0PzNlWtCoZDP52tqavYcMeLmmjXK+SvUZU9ftGtoaKjjknPPKDh82GX8+Df5XWpra1NXV+/wCTS8Fp/PV1dX13r+bzG8oZqaGjU1NW1tbeqQ13CbODFh6VKfjz6iDnlObW0th8PB34uuqaurY7FY+Ol1TUNDg0gkesVP71WvNRiGYXQDV4QHrnj2ltp96ypFbD233s76uuqi4jtXc9pZhmOXzHHTf/ZPk+6IJXP7b1lx9dq1XI359hKfs+DcNIDnZO7f32vGDOoK6DotM7OBn3127pNPJH9oFfPhf/v55MW0wif1jx9ci9n/79m9VQryKkRsPRdXSzbDiMovXchuZxmOWRj6/M5FWgPend1fVVSTcu5e96wYlQMFcXH2PB51Bcg3E2/vyrt3qStA7hXExdlxudQVAIpAw9CwtaZGhLV4AG9LUFeWl5tXVN36/M0tV89fb2M0fXz7qzEMI25pbhEzjKqGxovv4bI0tTQYRtzS0iJmJA8zI4DnPDx+3GniROoKeCsOQUEqWlrZBw9K7pAy/Tgu+8qvXTMfOJCNVTbwdpxDQnD1NHhLIoGgrb5ey9SUOgRAQVgMGlRx4wZ1BYC8a01a0d/ZyXVKWMEzp6SKyg5vj6oU646eOsaUxTAMx9rD3ZAtqjp35lrTc58tKo09fVvAUu3l2as7tsHAzAjg/z1OTTVyd1fR0KAOgbc1cv369IgIye3LKNOP47IvIyLCY84c6gqQe1a+vmWXL1NXgHwrTUmxHDKEugJAcdhzuQXx8dQVAPJOx3/OFCt268Xvlv1484mIYRhxa+nZtbNWnKpRcV/25QyLp3tbaPm9N89VVZizbeHC7der/tgurvnhidUzPoupZQx5i97p2R3zHcyMAP5faliYp4xt4wddw1ZVDdi2LW7RIlG7RM4Gk+nHcRkn5PPr8vONZXKPMJAvLDZbv2fPJ/fvU4eAHMuPiek5dix1BYDisBw6tPzaNeoKALmnF7Rh51JX1cexnw2xt/XwdrPoYcv9+nyNCW/DwTWD/1zQoDn06wM/jLNhPTz0wRAbU3uvft5OZqZuIRtSavX6frB7xzzrbnmpoYSvXwA6JmhtrXnwwLRPH+oQkAwDR8feixZd/uYbiRxNlh/HZdyDqKiewcHUFaAgcHoavKWKGzfM+venrgBQHGwVFRUNjdaaGuoQADnH6sH76cqV3Z9MGGAlLnlQLDT1Hvv+fxJuRS/3eu4UGO2+y09m3I1cM4fX11JclpPfqO/qG/K3reezrv00wbKbXmko4wsYgA49OHbMOSSEugIkqdf06Q0lJYWJiRI4lgw/jsu47IMHe02fTl0BCsLO37/43DnqCpBXjWVlutbWrJdfPRMAusDWzw+PzABvgm3/8cU2sSB387AOt6tgG/adt+n4lazSuubGxwW3T237aLRVB3dk6fSa8nVEzOW0wurG+oqcW8lHf3rf17wbN8DAjqQAf8j67bdx+/dTV4CEBWzbdnTsWBMvL46BwWvvzLb/+GLbxy//sGHfeZuOz9v0mqM8fRyf8nUnSxVT86NHKpqamsbG1CGgINiqqlqmpvVFRXq2ttQtIH/yz5xxCAqirgBQNPaBgTc3b8Y7rwCKCu+0ADAMw9Tl52saG6u/wVgB5IuqtvbozZvPzJt3+csvLyxdemvzZkFLC3WUEkmPiHCbNYu6AhSK86RJD48fp64AuZQfF2fH41FXACgaQ2fnmpwc6goAYkXJyReWL7/w4Ye5J09St0gYZkYADMMwabt2YfdrRaVlasqvq3OdMmVseLienV3UhAkigYA6SlkUxMc7BAZSV4BCsQ8KwjV6oAtE7e3tjY2aRkbUIQAKyNDZufbhQ+oKADKZ+/al7949/Ouv/TZsKEpOvr5hA3WRJGFmBMCIRaLSS5dsRoygDoFucffnn0dt3mw5ZIiGoaFraKitv3/R2bPUUUqh/Pp1s7592ardeH41KCFVLS1VLa3mykrqEJAzJZcuWQ4dSl0BoJjsuFxM80GZpe3aNXbvXj07O20Li9E//lh09qxYJKKOkhjMjACYgrg4Oy6XYbGoQ6Bb1BUWGrq4/PlPY3f3uoICuhwlkrl3r8fcudQVoIAcJ0zIjY6mrgA5UxAb6zBmDHUFgGKy8/cvxBtyoLTE4heurqBtbt765AlVjsRhZgTApO/Z4zFnDnUFdBdTb+9nL+dRkJCQc/Ro+dWrdEVKQcjn1zx8aOzlRR0CCshx/PjcU6eoK0DOVNy8adavH3UFgGJSNzBob2wUtbdThwBQYLFYbHZ9UdGfN9QVFCjSFWAwMwJl11JdLRIIdG1sqEOgu/T929/ubd9+c9OmvDNnkj7+mMUw3J9/zjp48PeRIzP27sXeRt3k4YkTPceNo64AxaSury8WCttqa6lDQG40lJTo2ti88D4wAEiQ5ZAhZXhDDpSV79q18YsXZx88mHPkyO8jR/p8/jl1kSThbycou4yICPfZs6kroBupamlNiY3VsbcvTU11nTbN77//NXBy8tuyZXJ0dFtNTSSXe339+taaGupMRZN98KDbjBnUFaCwHIOD886coa4AuZF/5oxDUBB1BYAis+fxChMSqCsAaFgMGmTr75979mxtefm4AwcU7H1TzIxA2eXHxDgGB1NXQPdiq6g4BAe7vfeexeDBf96opqfXb/nyaWfPGrm7xy1cGL9kyZPsbMJIRdL86BFHTU2RFuWCrHGaNOnhiRPUFSA3CuLj7bhc6goARWYxaFDFjRvUFQBkipOShn73nevcubrW1tQtEqZCHQBAqfzqVdM+fXBdJ2XGYrMdx493HD/+0e3b19ata66s7LNsmWNwMPZEfxsZe/e6zZpFXQGKTMvUlF9f397crKqlRd0Csk7I57c3NWkaGVGHACgyFoejqqPT+uSJRo8e1C0A0tZQXKxpbKyipSVSoMul/QnrjECppe7c6fnuu9QVIBPM+vUbs2dP0K5dj27dOszlpoaFCVpaqKPkVX5cHE4Dge5mHxhYiEs7wxsovXTJyteXugJA8eHqaaC0sg8dcp0+nbqiu2BmBMqrvampsaTEyN2dOgRkiLa5+dA1a6acPs3R0DgWHHxh1arG0lLqKDlTcfOmqbc3lu9Bd3OZOvXB8ePUFSAH8mNiHMaMoa4AUHz2QUEFGOWDUiqIi7Pn8agrugtmRqC87h8+7BIaSl0Bsoijru4xd+60s2cdg4OTli+Pnj69/Pp16ii5kRER4TF3LnUFKD5da+vG0lIhn08dArLu0e3bZn37UlcAKD59e/u63FzqCgBpq334UL9nT46aGnVId8HMCJRX9qFDrpgZwStZ+fpOOHJk+HffZR04cCQw8H5kpFgopI6SaUI+vyYnx8TbmzoElILN6NHF585RV4BMaygu1rOzwxZ1ANJh5O6OK4qAssncv1+xLxaMmREoqZqcHF0bGzVdXeoQkAMGTk5+W7aMP3y4qazscEDA9fXr22prqaNkVO7Jkwp2eVGQZa5Tpz6IiqKuAJmWd/o0tlcDkBo7Lhenp4GyKbl0yXr4cOqKboSZESip1F9/9VqwgLoC5Im6vn6/5cunnT1r5O5+asaM+CVLnty/Tx0lc7IOHuyl0O+0gEwxdHGpuX8fq//gFQri4+0CAqgrAJSFrZ9fUXIydQWA9Dy6fdukd28Wh0Md0o0wMwJlJBIIKm7csBw8mDoE5A+LzXYcP35KTIz34sXX1607MXlyYWIidZSsaK6sZHM4WiYm1CGgRCyHDSu7coW6AmSUkM8XtLbiyt8AUqOmqytsbRW2tVGHAEhJ9sGDin1iGoOZESinvFOnHIODsbsBvA2z/v2Ddu8O2Lat9NKlSC43NSxM0NpKHUUsc98+t1mzqCtAuTiHhOD0NHiZkgsXrHx9qSsAlIvVsGGlly9TVwBIhVj86PZt8wEDqDu6F2ZGoIwy9u7FK1uQCG0Li6Fr1oRER3M0NI6NG3dh1arGsjLqKDL5sbE9x46lrgDlYtavX+WdO4xYTB0Csig/JgYPSgBSZsfjFSYkUFcASEPJxYtWw4Yp/EIEzIxA6TRVVHDU1LTNzalDQHGoaGh4zJ07LTHRLiAg6aOPYubPr0pLo46Stke3bhl7ebFVValDQOmY9u376M4d6gqQRZV37pjiMo4A0mU+YMCj27epKwCkIevgQdfp06kruh1mRqB00nfvdp87l7oCFBGLZRcQMOHIkcFffpn6669HAgPvR0Yqz+68GRERnvPmUVeAMsLpadChuoICfQcHhX/7F0DWsNhsDQOD5spK6hCA7iUSCOry8ow9PKhDuh1mRqB0Cs+edQgMpK4ARWbo7Oy3Zcv4w4ebysoOBwRcX7++rbaWOqp7Cfn86uxsE7yfDxQshw7FNtjwV/lnzjiMGUNdAaCM7AICis6epa4A6F4F8fG2/v7UFdKAmREol5ILFywHD1bsqyGCjFDX1++3fHlofLx+z57R77yTtHx5fWEhdVR3yTt1CpuGABUWm23o7PwkO5s6BGRLYWKiXUAAdQWAMrIPCiqIj6euAOhe2b//7jptGnWFNGBmBMolbdcuz/nzqStAibBVVV1DQ6fGxnrMnXt5zZoTkycXJiZSR0le5oEDCn+dUZBlziEhOceOUVeADBG2tQnb2tQNDKhDAJSRrrV1fWEhrk4ACkzQ2tpaXa1vb08dIg2YGYES4dfXt1ZXGzg5UYeAMjLr3z9o927/rVtLL12K5HJTw8IEra3UUZLRXFnJ5nC0zMyoQ0B52Y4eXXzuHHUFyJDi8+ethg+nrgBQXsa9e1dlZFBXAHSX3OhoB6VZYo+ZESiRrIMHe73zDnUFKDUdS8uha9ZMiopiGObY2LGX16xpqaqijnpbmfv3u82cSV0BSo2tqqpjYVGXn08dArIiPyYGJ8wCELLncnF6Giiw+4cPu06dSl0hJZgZgRLJOXLEKSSEugKAUdXR6b14cWhiopWvb8KyZTHz5lWlp1NHdV3e6dPK804LyCznkJCHJ05QV4CsqLx718TLi7oCQHnZjBpVcuECdQVAt+DX14sEAuVZYo+ZESiLqvR0QxcXVS0t6hCAP7DYbLuAgAmRkYO//DI1PDySx7sfGSkWCqm7Oqfyzh1jLy+Omhp1CCg7+8BAvKcNT9Xl5xs4OTEsFnUIgPJS1dYWtbcLWlqoQwAkL+foUedJk6grpAczI1AWqb/+6rVwIXUFQAcMXVz8tmwZd+BAXV7e4YCA21u2tDc1UUe9qfSICM9586grABgVTU01Xd2migrqEKCXd+ZMzzFjqCsAlJ3V8OGlly5RVwBI3oOoKCfMjAAUjJDPr0pLM+vXjzoE4KW0TEx8Vq6cGhenbWl5YsqUpOXL64uKqKNeQ9TeXpWaatq3L3UIAMMwjNPEibknT1JXAL3ChARbf3/qCgBlZ8/jFSQkUFcASFhzZaWqlpa6vj51iPRgZgRK4eHx487YyQjkAUdNzTU0dGpsrMfcuZe//vp4SEhhYiJ11EvlnjrlOH48dQXAHxzHj887c4a6AogJWltF7e1K9WweQDaZ9e1befcudQWAhGUfOuQSGkpdIVWYGYFSyNy/H1dMA/li1r9/0O7dozdvLkxMjORyM/buFbW3U0e9KOvAgV4zZlBXAPxBTVeXYZjWmhrqEKBUfO6c9ciR1BUAwDAslpaJSVN5OXUHgCTlnT6tbNflxMwIFF9DSYm6vr6msTF1CECn6Ts4jFi3blJUlLC19Uhg4OU1a1qqq6mj/tBSXc1is7XNzalDAP6fY3Bw3unT1BVAKT8mBpsZAcgIOy5XlpdLA3RWfVGRtrm5iqYmdYhUYWYEii9t507P+fOpKwC6TlVHp/fixaGJiVa+vglLl8bMm1eVkUEdxWTu24fleyBrnCZNwpZGSrCybD8AACAASURBVK4qLc3Y05O6AgAYhmEcgoKwpREokqzfflPCZ7+YGYGiE4tLLlywGT2augPgbbHYbLuAgAmRkQM++eTOf/8bNWFCbnQ0IxZT9eRGR/ccN47qqwN0SNPYmN/YKEdXHgTJqsvLM3B2Zlgs6hAAYBiG0TY3byovJ3yuAiBZhQkJdgEB1BXShpkRKLjCxESbUaNYbPyqg+Iw8fbm/vJL4K+/VmdmHvLzu71lS3tzs5Qbnr6Tz1FXl/LXBXgth6Cggrg46gqgkXv6NE5MA5ApJt7elffuUVcASEB1VlaPXr3YKirUIdKGF9Kg4NJ27/aYN4+6AkDytExNfVaunBoXp21peSIkJGn58vqiIql99bRdu/B/FsgmlylTHhw/Tl0BNAoTE7GyGECm2HO5BfHx1BUAEpB14ICbUl77BTMjUGStT54Impv1bG2pQwC6C0dNzTU0dGpcnGto6MXVq0/NnFl2+XJ3f1GRQPA4Lc2sX7/u/kIAXaBjZdVUUSHk86lDQNoELS1ioVBdX586BAD+n/XIkaWXLlFXAEhA2ZUrlkOHUlcQwMwIFFnm/v1us2ZRVwBIg5Wv77gDB4avXfvw5MlILjdj716RQNBNXysPZ3+AbLP18ytKSqKuAGkrPnfOZtQo6goAeI6KhoZYJMI2cyDvyq9dMx8wQDk3PFHG7xmUx8OTJ50mTKCuAJAe/Z49R6xbN/HYMWFr6xEe7/KaNa1Pnkj8q2QdOIBpLMgylylTHkRFUVeAtOXHxDhgnA0ge2xGjSq5cIG6AuCtZB082EspT0xjMDMCBVZx86aJlxf26AUlpKar23vx4tDERLP+/WMXLoxfsqQ6M1NSB2+prhaLRNrm5pI6IIDEGTo71z58KBYKqUNAqqrS0409PKgrAOBF9jxeQUICdQVA14lFoqq0NNM+fahDaGBmBAorbedOz/nzqSsAyLDYbMfx4ydFRfVZtuz2Tz9FTZiQGx399te7zdq/X2nfZgE5YuXrW5qSQl0B0lOTk2Po4kJdAQAdMPHyqkpLo64A6Lric+dsRo6kriCDmREoJkFLS11+vom3N3UIAD3TPn24v/wSGB5enZl5yM/v9pYt7c3NXT7aw+hox+BgCeYBdAfnkBCcnqZUcGIagOxisXQsLRuKi6k7ALoo6+DBXu+8Q11BBjMjUEw5R464TJ5MXQEgQ7TMzHxWrpwaF6duaBg1YcKFVau68OytKj3dyM0Np3yC7DPt06fyzp23X1gH8qLw7FlbPz/qCgDomB2XW5iYSF0B0BVCPr+huFiZl7JiZgSKKeu331ynTaOuAJA5HDU1j7lzpyUmOgYHX1i9+tSMGWVXrrz5p6fv3u0xb1735QFIkPnAgRW3blFXgDQIWloYhlHT1aUOAYCO2QcGYmYEcqogNtaex6OuoISZESigurw8bQsLdQMD6hAA2WXl6ztu/37ftWsfnjhxOCAgY+9ekUDw6k8RCQSV9+6ZDxggnUKAt4TT05RHUVKSMu80ASD7tExMmisrxSIRdQhAp2UfOqTkaxEwMwIFlPrrr57vvktdASAHDBwdR6xbN+nYsbaamkgu9/r69a1PnrzszgUxMQ5BQdLMA3gbFoMHl12+TF0B0pAfE+Mwdix1BQC8iln//o9u36auAOic9ubmtro6XWtr6hBKmBmBohELheXXrln7+lKHAMgNNT29fsuXTzt71sjdPXbhwvglS6qzsp69Q2tNTU1mZkZEhPusWVSRAJ3FYrON3N2rMzOpQ6DbVWdmGrm5UVcAwKvYc7kF8fHUFQCd8/D4cacJE6griGFmBIomLybGnsdjWCzqEAA5w2KzHcePnxQV1Wfp0ts//RQ1fnxudDQjFqd89VXc3LkVMTEtjx8/OH6cOhOgE5xDQh4cO0ZdAd3ryf37PXr1oq4AgNewGj4caz9B7uQcOeI8ZQp1BTHMjEDRZEREuM+ZQ10BIMdM+/blbt8e+Ouvj27diujbV8jnT42NHf799zMuXSq9dKnyzh3qQIA3ZTNqVMnFi9QV0L3yz5xxGDOGugIAXoOjpsbicPj19dQhAG+qtaaGYbE0jYyoQ4hhZgQKpfnRI0Ys1rG0pA4BkHtaZmZD16yxHj782d3BvBYsKEpOJqwC6BS2ioqOpWVdQQF1CHSjouRkWz8/6goAeD3b0aOLz5+nrgB4Uw+OHnUOCaGuoIeZESiUjH37sMgIQII0evR49i3B1tpadT09wh6AznIOCXmIq6cprvamJkYsVtXWpg4BgNez5/GwpRHIkYcnTjhNnEhdQQ8zI1Ao+WfO9MSVUwAkx3XatAurVjWUlDAMU19YmBoe3nPcOOoogE6wDwwsSEigroDuUpSUhEVGAPLCyN39SXY2dQXAG2kqL1fT01PT1aUOoadCHQAgMaUpKeY+PmxVVeoQAMVh7OEx5J//jHvvPWF7u5qOzoh167QtLKijADqBo66urq/fVF6OX12FlB8T02/5cuoKAHhTera2dfn5+g4O1CEAr5H9+++u06ZRV8gErDMCxZG+e7fn/PnUFQCKxmbUqInR0f6HDk04dsy0Tx/qHIBOc5o48eHJk9QV0C2e5OT0cHWlrgCAN2XH5RYmJlJXALxeXkyMQ1AQdYVMwMwIFER7Y2NTeTmutgsAAC9wDA7Oj4mhrgDJq87KMsLffQC5gpkRyIXa3Fw9W1uOujp1iEzAzAgURPahQ1g9CAAAf6Wqo8Nis1traqhDQMLyz5xxGDOGugIAOkHTyKi1pkYsFFKHALxK1m+/uc2YQV0hKzAzAgVx//BhlylTqCsApKk5fom1muMnKe0dfpRfdnHb3yYN93Yw1tW3dB0YMOurwxn14r/cra0o7oclk0b2se+hrWNk4+U//9tj95u6uxxA2noGB+edOkVdARJWlJRkM3IkdQUAdI6Fj0/FjRvUFQCvUnz+vM2oUdQVsgIzI1AET+7f13dwUNXRoQ4BkB5x+fGwqHJRxx9svv29v8eov209eb1QYOJgo1mTee7gt+/06z37UMkznyEsPLJ0UO+xK8NPXi0UWzrbqNdmJ0d8NXXgqNXna/46XQKQY04TJ+ZGR1NXgCS1NzWxVFTwpx9A7thxuQXx8dQVAC/1+N49Yw8PFodDHSIrMDMCRZAaHu65YAF1BYCUiNtrHySFfRDyYdTjjkdGbVe+mb0mpU5n0OdnHlQUZ6Wm51aU3Pplmq2o6PdlS3YX/fFJotzt7y4IS22yHr/xYnFVYfrdrLKqB9GrRhg13fxh4VfnGqX4HQF0N00jo/bm5vYmLKJTHIWJiXZ+ftQVANBpVkOHll+7Rl0B8FJZBw/ixLRnYWYEck8kEDy+d8/Cx4c6BEAKmk8v62mo08PVf8n2azUvWWQkSIs++YDPdly0aW2QrQbDMAzDNvRetPUrroa4Nvl4cq2YYRhGcDN868UGts3cn/f8fZjp03dS1O3HfXdgY7CROG/ftlNYagSKxSEoKD82lroCJCY/JgabGQHII7aqKkddva2ujjoEoCNicfnVqxaDBlF3yBDMjEDu5Z482XPcOOoKAOngmHgFhc5duPC99xZOH2z+kjWzQqGIYVhq6uqsZ25kqWlosBmxSCgUMQzDiCtv3SwQsA1GT/Y3fPZubOvJM0ZqMg3n4i63dd+3ASB9ziEhD48fp64AianJyTF0caGuAICusPXzK0pKoq4A6EDp5cuWw4YxLNbr76o0MDMCuZexb5/brFnUFQDSoe7z/s/h4eHh4eFh66Y7dTwzUvGeFOKqLsze+fXP9/636zW/9PQ/1sU0swwDpnB7sBiGEfPb+GKGYXHYL/5NVFFXZzOi+vtZJS9ZxwQgl3SsrJoePRK2YRiqCKoyMow9PakrAKCL7Hm8woQE6gqADmTjxLS/wMwI5FtjaamKhoaWiQl1CIAM0RjyrxN7l/bhx3w8sGevobzgsaP7OrqO3/bAbMy/T+5dYMNmGIZhm7k4G7BFtZcSbjQ/+7niJwknLzaLGfGTqped+wYgr+z8/fHOtmLAiWkAcs3QxeXJ/fvUFQAvEguFeE/irzAzAvmWvmeP5/z51BUAskbFwN7Ly0abaa/OuZJwOubc3ZImhmPs2t/dUvN/y4o0R855x4EjeLB92Ue/ZTY+XY7EL01eP+f9faVChhG3tbZiQyNQMC5TpjyIiqKuAAkoTk62HjmSugIAus7Ayak2N5e6AuA5hYmJdlwudYXMwcwI5JlYXJiYaBcQQN0BIFPET5I+D/D7YF+B3cyNp+4UPGmsL79/ce+KEUzy2hDfaWH325/eTXvkN7v/6WvUnrFztreFpWvffu7WJg7+X1ww4o605TAsLW0tnMkNCsbAyan24UORQEAdAm+lvbGRraqqqqVFHQIAXWfP5RbEx1NXADwn+/ffe02bRl0hczAzAjlWdO6c9YgRLM5L9gEGUE6Ce1v+/tO9FpMJ/z2z99NxfewMtXXNXXznbIg++rm3SsWZL/55rOrpAiKWwfCvk9OStywLHmyv9ji3uN1q6LRVe1POftGHwzBsQ+Me+AsBisd6xIjSlBTqCngrhYmJtv7+1BUA8FbsAgJwsjDIFEFra1NFhYGTE3WIzMErApBj6bt2ecydS10BIFtE5ZcuZLezDMcsDLV57iFea8C7s/urimpSzt1r//NGFfPhf/v55MW0wif1jx9ci9n/79m9VQryKkRsPRdXS/yFAMXjHBKC09PkXV5MTE9sZgQg59QNDPj19aL29tffFUAq8s+cwU55HcIrApBXbXV1bfX1Bo6O1CEAskXc0twiZhhVDY0XV+CxNLU0GEbc0tIiZhiGEdSV5eXmFVW3Pn+vlqvnr7cxmj6+/dWkVAwgRSbe3lVpaYwYu3XJsbq8PLwPDKAALIcMKb92jboC4A/3Dx92mTqVukIWYWYE8irrwAG3d96hrgCQORxrD3dDtqjq3JlrTc99QFQae/q2gKXay7OXKsMwTGvSiv7OTq5TwgqeuT6aqOzw9qhKse7oqWNMsZ0RKCaz/v0rbt6kroAuqkpLM3J3p64AAAmw43ILEhKoKwAYhmH4DQ3tLS06lpbUIbIIMyOQVzlHjzpNmkRdASB7tPzem+eqKszZtnDh9utVwqc3Nj88sXrGZzG1jCFv0Ts92QzDMDr+c6ZYsVsvfrfsx5tPRAzDiFtLz66dteJUjYr7si9nWGBkBAoKp6fJtbyYGJw7AKAYLAYNwjojkBEPoqKcJk6krpBRmBmBXHqcmmrk7q6iqUkdAiCDNId+feCHcTash4c+GGJjau/Vz9vJzNQtZENKrV7fD3bvmGf9xyO/XtCGnUtdVR/HfjbE3tbD282ihy336/M1JrwNB9cM1qD9HgC6j+XgwXiVIr+Kz52z+T/27jMwqjrt+/iZnt5JL5MeCFV6TSENBEzouOqKoKDiyq63ZXXVfcS2ropdVwTBFpCF0CeFJLTQi0IaaZNGQhrpmUmmnOcF3rcCqZOZuab8Pq/WJHPOl8MsmbnmnP+JiKCuAAAt4PL5Qhsb+a1b1CEATNGePcE4HaEPmBmBUbq6ZcuYxx6jrgAwVNYTnj2Q98vufz4cN8GTrSmSdtiHzkp65rPjBec+WfSHla05TnGfnDnz7d8WTfJiq4urVK7j5j/1Ucalg8+OwcQITBmH4zxyZGNeHnUHDFlPWxtPJMInRgAmwy8mpiIzk7oCzJ2ssZEnFFo4OVGHGCg+dQDAkKm6u5uLilwnTKAOAaDEFW882b2xz29zbMKWvL5jyesDbcVxwp8/2PfnD7TbBmDggpOSivfudQkPpw6Boak4etRv7lzqCgDQGnFCwrm33w5dtow6BMwaVr/uH84zAuNTvHcvLjcFAACN+URGVp88SV0BQ4bFjABMjL1Y3FJWRl0B5q7kwIHABQuoKwwXZkZgfAp++ils1SrqCgAAMFYcHs/W27sVb1SMTVt5uUNgIHUFAGiTU2jorevXqSvAfLVXVVm5ugqsralDDBdmRmBkWsvLRY6OFo6O1CEAAGDEcPc0o9Nw9arL6NHUFQCgZeLY2PL0dOoKMF+FO3eGrVhBXWHQMDMCI5O7bdvo1aupKwAAwLiJ4+Kw8KpxKTtyBBemAZge37lzq7KzqSvAfEnT0vxiY6krDBpmRmBMWLW6+sQJ3GQXAACGiScSieztO2pqqENgsKpPnPCeM4e6AgC0TGhrq+jqUnV3U4eAObpVWOgYFMQTCqlDDBpmRmBMytPT/WJjOVw8bwEAYLiCEhNL9u+nroBB6Wlr41tY8C0sqEMAQPu8Zs6sOXOGugLMUUFyMtbJHRDee4Mxydu+PfyRR6grAADAFATef79UIqGugEEpT0/3i4mhrgAAnRDHxZVnZFBXgDmqPnHCe9Ys6gpDh5kRGA1ZU5Oqp8fWx4c6BAAATIHAxobD48kaG6lDYGBSicQ/IYG6AgB0wn3SpLqLF6krwOzUXbrkNnEih8ejDjF0mBmB0cj/7rtRDz1EXQEAAKYjaNGissOHqStgICzbWlFhHxBA3QEAOsHh8UQODl319dQhYF4KkpNH4sK0QcDMCIxG6aFDAfffT10BAACmI3DRotKDB6krYAD1v/7qOm4cdQUA6JA4NrYS97IEPWLV6rqLF90mTqQOMQKYGYFxqD13znXCBJ5IRB0CAACmw9LZWSmT9bS3U4dAf8qOHPGfN4+6AgB0SJyQgCWNQJ+qT570xs24BwczIzAO17ZtG/PYY9QVAABgavznz5emplJXQH+qT5zwnj2bugIAdMjW27utspJhWeoQMBeFyclhK1ZQVxgHzIzACChlsvaqKudRo6hDAADA1IQsWVKyfz91BfSpu7VVaGODE40BTJ5LeHhjfj51BZgFtULRUlqKd5eDhJkRGIHrP/8csmQJdQUAAJgga3d3WUODUi6nDoHelael+cXEUFcAgM75xcZWpKdTV4BZKE9PF8fFUVcYDcyMwAgU7toVunw5dQUAAJgmv5gYrL1qsKQSiTghgboCAHTONyqq6vhx6gowC4U7d4YsW0ZdYTT4Wt4ee3Pfi09tK1QyDMMwXJf7N21ZN4an5X2AeWkuKrLx9BTa2lKHAACAaQpZuvTsW2/h1pyGiGXbq6vtxWLqDgDQOYG1taqnRymT8S0tqVvAlCm6umRNTfjNMnjanhmp6mqbx2/Y8VKUDYdhOBwuDwMjGCasfg0AADpl7+/fKpWqlUouX9uvi2B46q5ccR0/nroCAPTEe/bsGzk5uBwVdKrs0KHABQuoK4yJll8bsZ119Ry3WXZCQb+zIpZl1Wq1dnetNyzLMgyjUqmoQ4zS7b/3wR89tVJZc/bszDffxAFnhn704I/+7+ixuCXH0OG5Nxy3j55arcYB1MDtg6aHo+c5a1bl8eM+kZE63Yue3f7nzqife6WHD/vFxxP2G/XRI4ejNxwsy5rh0fONiSnavds7Kmo4G2FZ1jyPnlaYw1vdwl27oj/7TBd/RmN/7nE4HC63l8WLtDwzUtffrO/O//5va2qbVHZBEQ+tf3i6ey+7kMvlnZ2d2t21njU3N1MnGLHBH72q1FT3qKjmlhad9hgXPPeGo7W1lTrBiLW1tVEnGDEcveHo6OjQ9S7cY2LyvvvOZtw4Xe9I/zo7O433RVdFdnbQmjWEv/hkMplMJqPau7GTy+VyrC6vKZVKZYZHj+/nd+PCheH/X16lUvX09GglyTyZ8NsNRXt7t1zeLRB06+zPaLxHTygU2tnZ3ft1bZ+DLfKdluA9fUFkkHVH4e533/nokO/biV73zKqEQiHfaE//lsvlPT09vR5NGFB3d3d3d/fgj97JPXuiPvnE2t5ep1XGoqenRyaT2eNoaEShUHR1ddna2vY6Pof+KZXKzs5OHD3NqFSqjo4OGxsbHi7XHjq1Wt3e3m5lZSUQCHS6I/tp0y69/rq9nR3D4eh0R/rEsmxbW5sejp6OyJubLR0cHEeMoApobW21sLAQiURUAUatra1NKBRaWFhQhxil9vZ2gUBgnkfP1t2d39Vl7eGh8RY6Ojq4XK6VlZUWq8zH7c8YrK2tqUN0JS8lJWzpUh29n+rq6mJZ1niPHqePl0BaHtxw3KcuW2ZhwecwjF3o3Jne+/MrVcy9MyMej2e8L517eno4HI6Rvvwip1QqGYYZ5NHrqqvjC4UOPj46jjIat090xHNPM7evDxIIBJh6aIzP5xvvP92Ebv8C5vP5xvthCaHb/+7x+Xw9/NPnMWVK45UrHlOn6npHenP7EgMej2ekvzhKs7ICEhJo44336BkCHD2N3b5CxDyPnn98fM3x46MefljjLZjz0Rs+Dodj2m91pQcOzP/hBx39AblcrlqtNr2jp933Tmx7zuanX99T1Kpk2C7pqfMNYeOC8AoZNJW7fXv4I49QVwAAgFkITkoqTkmhroDfSSUScXw8dQUA6JU4Lq48I4O6AkxTV329wMZGhIs2hki7Ex2OfcS6J6s//+Qv+1q5ViPCYp9+JnaE6ZziDfpWnpY26bnnqCsAAMAseEyZcvLll6kr4H+xbPuNG3Z+ftQdAKBXNp6eHTU1DMua0pXCYCAKd+4MXbaMusL4aPssIK7zpIdfm6T5uYQAv6k+edJj+nTc9hgAAPSEw3EJD2+8ds1lzBjqFGBuXrrkdt991BUAQMB13LiGq1dHmOJNCYBW2eHDifv2UVcYH6zrAQYqd9u2MatXU1cAAIAZCUpKKtq7l7oCGIZhpBKJ/7x51BUAQMAvNrY8PZ26AkxNW0WFjacn39KSOsT4YGYEhkjR0SFrbHQICqIOAQAAM+IzZ86NU6eoK4BhGOZGTo7XzJnUFQBAwCciovrkSeoKMDX5P/4YtnIldYVRwswIDFHBTz+FrlhBXQEAAOaFw+PZ+fk1FxVRh5g7+a1bIjs7nlBIHQIABPiWlgzLKrq6qEPApFQePeo7dy51hVHCzAgM0fX//jd48WLqCgAAMDvBSUkl+/dTV5i78rQ0cVwcdQUAkPGeM6f6xAnqCjAdTQUFzqNGYalczWBmBAanMTfXITBQYGVFHQIAAGbHLyamIjOTusLclUkkfpgZAZgxcVxcRUYGdQWYjvwffghbtYq6wlhhZgQG59rWrWPWrKGuAAAAc8QTiSydndurq6lDzBerVnfW1tr5+lKHAACZEWPHNly7Rl0BpqP27FmvGTOoK4wVZkZgWFQ9PQ1Xr7pPmkQdAgAAZiooMRGXpxGqu3TJbeJE6goAIMXhWLu7t1dVUXeAKag9e9Z98mSGw6EOMVb9X9GnapOezz6affJiYeXNhna1zQgP39BJs6NioqYG2PP0VAjmpWT//qAHHqCuAAAA8xVw//2HVq6c8PTT1CFmquzIEf9586grAICYOC6u4ujR0atXU4eA0StITh7z2GPUFUasr/OM5NK0zU/GhoonPbhp99V2a+9R06KjZ4z2tu3M3fPWw5P9Q+au/zC1TKbXVDAL+T/8MPLBB6krAADAfAmsrLgCgayxkTrETN3IycEVBAAgjo2tOHqUugKMHqtWN+bmjhg3jjrEiPV2npGq8NuHH/1KPufRv+57M3a0s+CeH1Deys/4eceWB6O+W7f9+9VhOOMItKS9ulpoY2Pp4kIdAgAAZi1o0aLSgwfx+bb+yRobLRwduYJ7X30CgHmxcnPrqq9n1WoOF6upgOaqsrN9IiOpK4xbb/8P5FhPfOnQ6b3vPTm/t4ERwzB8p1Hz1v9rT86hFyda46pA0J7cbdtGP/oodQUAAJi7oAceKD10iLrCHJWnpYlxxzQAYBiGYdzuu6/+yhXqCjBuBcnJYStWUFcYt95mRlyfsWNd/vfkIXnV2YOnpCqGUVYe3vTY0hVPvLm/tPv2t3gu48b6YOwL2sKylVlZvtHR1B0AAGDuRA4O6p6enrY26hCzI01N9U9IoK4AAIPgFxtbnp5OXQFGTNXT015d7RgSQh1i3Pof+SjzNieMm/ngZ5d71DXfP/3wB+fkPOn2hxa+drZbT3lgRioyM32iojg8XOsIAAD0/OfPL5NIqCvMC6tWd9bV2Xh5UYcAgEHwnj37Rk4OdQUYMalE4h8fT11h9PqdGSku7vgqd9rHl7YtsWhM++8Jtye/TfnpwJd/6ty357JCX4FgNnK//fYPF6Z1pa/zFgb+LeeuZ1qP5DEXHqdvwgmbclW9bl5R9Hm8M0805+MKtS7/FAAAYBpCFi8u2b+fusK83LxwwX3SJOoKADAUPJGIw+MpOjqoQ8BYFe7aFbp8OXWF0et3ZqRurLvlPWV2gBUjO3fson107HgBI/T2db1V14C33aBV3S0tis5OOz+/2//J1u77OqW2t2cZh8fvA4/L4XA4Fhai3rYvu/yvR17KuIXnLQAADI6Vm5v81i2lXE4dYkakEon/vHnUFQBgQHwjIyuPHaOuAKOk6OxUtLfj3NXh63dmxA8MFVccyyhqke7+LoOJjJsiZJQ3cnKkLp7uuH4ItCrv++9HPvggwzCsoqU46+unkzak9DqYFCZsudmtuFdP/eF1gXxB6Pq3Hg+658nJth575ZE3z3ewuv9zAACA6RDHxlZkZFBXmJEbOTme06ZRVwCAAfGLi8O/w6CZkn37Ahctoq4wBf3OjHhha/6xtPa1sc5BqyWe6zfEWeS9HzX2yVNhjz10H19fgWAeSvbvD3og9vCTAY42TqFz1315rnkopwSxjYf/Z93X1aOf3/52tMPdt/Jj6/Y/u/rTQseQEEes2A4AAIMXvGRJcUoKdYW5kDU2Wjo7cwW93rIXAMyUS3h4U0EBdQUYpaI9e4IXL6auMAX9z344bg98fen6+ovFKv8pk/0s2Zop6z6VTF0cE4yREWhR3aVLLqNH80RWI8YkLHtEwTAM2557+L9nGwb3cPbm3o1Pftc07a0Dr061vvubqvLtT6z7vibwqZT3eBsWF3VqOR0AAEyXvVjcVlmpViq5fLzw0TmpRCLGSqUAcA9bb+/WJNr7wgAAIABJREFU8nJ7sZg6BIyJvLmZ4XAsnZ2pQ0xB/2tgn3p72Tu/uE+MjJ7iZ8NhGK7nnIceGl/45sMfX1bqKxDMwLWtW8esXs0woilPfbFly5YtW7Z8/e6Key8x6x176+BLz+6sD9/48cYx9yxl1JP38aN/PdQx4cUd78Y43X0CEgAAwAB8IiKqjx+nrjAL0tRUzIwA4F7iuLjKo0epK8DIFO3eHbJkCXWFiejjczNV0aHPDl6XX/358K/XPxSd+/2nWLn08A6J3yzVQKcoAQyOUi5vKS0dMW6cZg/vvrz51eSbbis/3zhBePf3Os6+8cg/TnLmvP/dP6Zac04NtxQAAMxO8OLFv375pe/cudQhJo5VqboaGmw8PalDAMDg+MXGZj799Ji1a6lDwJiU7N+/cNcu6goT0dfMqOb8wX3Z8qYbioaeg/vK/nCCBofvlPjOM3PueXsOoJni4Vxoqq787h+f5gpnf/TawrtPI2Jvpb3w5/d+sVu4dftfRgkZRjHsUgAAMDsu4eGNeXmsWs3hYk08Hao9f95jyhTqCgAwRJbOzrKmJlal4vBwGyYYlI6aGpGjo8DGhjrERPQxMxJGvnH0JNOT+feEozGp78zFhAh0puCnn+7/8UfNHtuR9e7bGR3ip15fE3jXS3l1zc9Pr/m6zOuR/379Zz/8egEAAI15Tp9ee+6c5/Tp1CGmTCqR+M+bR10BAAbKfcqUmxcvekydSh0CxqFw586w5cupK0xHX+cZlR3dntkUPuuRtxbcupCTc9d3uS5h00KdsToMDFurVGrl6ipycNDkwWzDvs+TK3jjN62bbXXnd1QlW9Y8/XNj2LOpHy1yxRMVAACGITgp6fru3ZgZ6VTNmTPTX3uNugIADJQ4NrY8PR0zIxgkaWrqhIMHqStMRx8zI+Xlrzc8dW39c+HffLBffs93LZbubExecs96wwBDdW3r1tGrV2v2WHV58jdprRazVj8y8u4TidpyDmU3MQKro8/H/N+J7mxHVY2aUf7y4aKpPwj5Iet++G5tIE5AAgCAgbhPmnT8+eepK0xZV0OD5YgRuDkdAPTFc8aM8++9R10BxqGltNTOz48nwrRCa/r49Sya/8X10h47d8/N7+q3B8wIq1bfyMmZtWmTRo9WXtuxNUduEbU80av3JSbUHVXXLlbd/dX2yqsXKxmBcpFMo70CAIDZ4XBGjB/f8OuvGt+uAfonPXLEH3dMA4C+8YRCnkjU3doqsrenbgFDV/DjjyNXraKuMCm9zYzU9bknrtWpGIYpLujtMVyHkGkTfSx1Gwam77e76nI0unhMcf77H/JUwtmL5nvcOzJy/PNB+Z/vfsCpv4ZGfnRjxkdFx571w0KmAAAweMFJScUpKZgZ6Yg0NTXqww+pKwDAoPlGR1dlZwclJlKHgKGrOnFi2iuvUFeYlN5mRorT7y17OOW3S9LUPTJZj4rlcPk8RqVUs1wbr1FJb0u2P+KNt90wPHk7dkRt3qzZY5W/HDxUoeKPjYn2xBMRAAB0y3v27LNvvUVdYZpYlUp+65a1hwd1CAAYNHFc3OVPPsHMCPpX/8svLqNH4xZ72tXb+21R4ncN7e3t7e3trUU/PBgUuOjdI/kNnd09sltFGR8u9nWYkjQX79NhmGSNjaxabePpqdGjVUXp6WVKntv0mcH4BwEAAHSMw+Xai8W3rl+nDjFBNWfPuk+ZMvDPAYB5cwoNbS4upq4AQ1eYnIwL07Su39mP8uLHf5dM/fCHF+eNdLbgcoQOwTF/3f7hzKMvfXReoa9AMFF5O3aMeughDR/MNpw6nq/kCMdNGo0FMwEAQA+Ck5JK9u2jrjBBUokkYN486goAMAL2YnFrWRl1BRgwlr158aIHPofQtn5nRqqbN+osnZzuWHJc5Ohg2VhXr9ZtFpi8ssOHA+bP7+u7XPHGk92ssvTDmYLevs1xfyJdplZ3HXrUZdCLIQlmbS5Tst0nsJgRAAAMnV9MTGV2NnWFCao5exb3zwaAwfCLjS1PT6euAMN1IyfHc/p0DVfLhb71+/ZZMGbK2LrvN33+Sxt7+wts+9Uv39hRM37q2F7fyQMMTs2ZM+6TJ3MFvTyNiouL9+7dq/8kAACAfnAFAqsRI9qr7rkfJwxD582b1m5uWHgCAAbDLyamIjOTugIMV0FyctjKldQVJqjfmRHXf90X/5p69cUp/mEzEx5InDdrZMCk53+d9u8vnhDjVA0Yhmtbt4Y/+ugfv9LW1vbNN9/MmjUrNDR07dq13d3dRGkAAAC9C0pMLMblaVolTU31T0igrgAA42Dh6NjT1qZWYJEU6IVaqWwuKnIZPZo6xAQNMPsRjnxyf8G1A/9aEz3S2zs8Zu17h/MK960LxVlGoIn2qqrzb7115vnn669ccQ4LYxhGrVafOnVq3bp1np6ejz/+uFwu/+qrryoqKkQi0YBbAwAA0Cf/efPK09KoK0xKeWqqOC6OugIAjIbHtGm1589TV4Ahqjh61Dc6mrrCNA28gjCrYqzdfXzloQ+uv9+htFQo1EMVmKCm/PwjDz8ctXmztYfH9V27vv3TnypCQr777jupVOrt7b1hw4a1a9cGBQVRZwIAAPROYGXFt7TsamiwGjGCusUUsCqVvKXFys2NOgQAjIY4NrYiI8Nr5kzqEDA4hTt3znj9deoK0zTAzKjn+pYVsX/JVDvxW2Z+vTZK8fdJj19ftvXg1ysCcLsqGJqz77yzaPduoYfH999/v0MiOX36tLWV1dJly7Zt2xYREcHBWmUAAGDwghYtKj1wYMyaNdQhpqDmzBmsfg0AQ+IxbdqZN9+krgCDo5TLu+rq7P39qUNMU7/XprF1O1946cqcHfmFnyVYchiO3crvL3w2JvuZ53fVsfoKBFMhq6uzDwj46aef1q9fLxQK/7lq1fnk5O3bt0dGRmJgBAAARiFw4cLSQ4eoK0xEmUQSMG8edQUAGBMuny+0tZU3N1OHgGGRHjnij18oOtPvzEhx5cQ5l2Ubkrz/d/0ijnXYQy/8yfVkxsUePbSBSbHx9m7Kz3/00Ufr6uqys7PHy+W+EydSRwEAAAyByMGBVal62tqoQ0xB7dmz7pMnU1cAgJHxjY6uxN3T4E6Fu3aFLl9OXWGy+l8Dm8fjdsvld5xTpGy+1c4XCXFeCAzRjNdfP/rUUyV79vRcv565YYPL6NE2Xl7UUQAAAEMTcP/9ZYcPU1cYvc7aWmsPDw6PRx0CAEbGPyGhPCODugIMSE9bm1Iut3Z3pw4xWf3OjARTkhZyd725+fwtFcMwDKtquZa88X9+FCQunYo7p8EQ2fn5Ldi5M+eNN65LJGGrVs184w3qIgAAgCELTkws2b+fusLolUkk/gkJ1BUAYHzs/f1bSkqoK8CAFKekBCcmUleYsn6XsubYx7/z7Yblf5rj16BW8SWetu2twtAlm5L/FWuH84xg6OqvXAn7059Cn3jC2dmZugUAAEATVm5u8pYWRVeXwMqKusWIlaelzf30U+oKADBKTqGhzUVFjiEh1CFgEIr27p2/Ywd1hSkb4PZnHKeI1zIK/3zh9IXCG9123oHhEycFO+GWaaAZqUQS+uij1BUAAADD4h8fX5GREfTAA9QhxkqtVHa3tlq5ulKHAIBR8ouNLU9Px8wIGIbpamjgi0QiBwfqEFPW27VpbHtLq+r3/+TY+E2JW/rI6j8lxk67c2Ckam1pxw3UYNAac3OdRo6krgAAABiW4MWLi1NSqCuMWM3p057Tp1NXAICx8ps7tzI7m7oCDML1n38OWbaMusLE9TYzUuZ9nBj54Kad527I+pgIsbIb53ZuejAy8eM8pU7zwHS0lpU5BAdTVwAAAAyXnZ9fe3W1qgc3kdWQVCLBTZEBQGNCOztFZ6equ5s6BOiVHjgQMH8+dYWJ6+06M8G011N/SPvo1Wenb7wlnhU1c+rE0f7uzg5WTFdL083yvEtnT2WfkjrGPv3/fkhN8MNi2DA4pYcOBeAFIgAAmATfqKjq48f9YmOpQ4xS7YULs956i7oCAIyY14wZNWfP+kREUIcApfaqKmt3d4G1NXWIietjbSKRX/yL38VvvHlRsvdQetbOj3ZU3mzsYGxc3H1DJ82e+9cfP50/2UOk31IwchVHj87//ns1dQYAAMDwhS5bdumjjzAz0kBnba2NpyeH2++tewEA+iWOiys9dAgzIzNXkJwcumIFdYXp63c9a5H7pMSnJiU+pa8YMFlKmYxhWZG9vUwmo24BAAAYLseQkKaCAlatxuxjqMoOH/ZPSKCuAADj5j55cs7rr1NXALHytLSJGzdSV5i+fmdGbFt1YVXrnWeGcHiW9iPc3Jys+RydhoFJqTp2zBufAwAAgAnxmjmz5swZr5kzqUOMjDQtLebzz6krAMC4cXg8kYNDV0OD1YgR1C1A41ZhoWNICE8opA4xff1+ONaT9fKcyRPGjhn9R2NGBbrbiuwCY5768kwj7poGg4LVLgEAwMQEJyXh7mlDpVYoFB0dVq6u1CEAYPT8YmIqMzOpK4BMwU8/jVy1irrCLPQ7MxI98N6W5b5eUc9/e/RKcWVV6dVjP7ySED5705n6mtMfTMn/5+K/7L2FqREMQmNurkt4OHUFAACA1rhNnFh/+TLD4pXQENzIyfGcPp26AgBMgTguriIjg7oCyFSfPOk1axZ1hVno99o05aVPXsmc/XneewvtGIZhGB/vgDETnZ8Y+9TX88+8vOnz3PT49EuKJbE4HQz61VpW5hAcTF0BAACgZSPGj6//5RfXCROoQ4yGVCIJWbaMugIATIGdn19reTl1BdC4efGi+6RJWFJQP/o9yqra6jo7Dw+rP37Nws3dpqywVMlw3TzdVN3d+HQNBlJ66FAALkwDAACTg8vThurmxYtu991HXQEAJsIlPLwpP5+6AggUJieH4cI0fel3ZiQYP2tSzY43t1xr/20yxHYW7Hh7e8W4qWP4XYU//XzJPzyk3xOVABiGqTh61CcqiroCAABAy24vg01dYTTaq6ttvb3xsTAAaItfbGx5ejp1Begbq1bXXbqETyD0pt9f21yfNV9/FV/04kS/4ClRCfOip4b6jf/LlRkf/+cJzwNrp7xSs+L11cE8fZWCcVLKZAzLiuztqUMAAAC0jMPlOgQG3iospA4xDtIjR3BDDADQIt/o6Kpjx6grQN+qT5zwiYykrjAjA3zUw/Ndse3X4tNbX1wZNWHszMUbP8ssyN35aJBAMPP1M8XnP4534egnE4xW1bFj3hER1BUAAAA6gcvTBq88Pd0vNpa6AgBMh8DaWq1QqLq7qUNArwqSk0OXL6euMCODOD2YZ+ng4ubm7u7h6enp4WonZBiG4bqGjna30HUcmACpRIIPFQEAwFThU+5BUisUiq4uS2dn6hAAMCmeM2feOHWKugL0R61QtEqlzqNGUYeYkQFmRmzd4edmBI+K/tNz//rPlg9ffCR2dMiM547UYeFrGKzG3FyX8HDqCgAAAJ3gCgRWbm5tlZXUIYau+uRJrxkzqCsAwNSI4+LKMzI0emhX+jpvYeDfchR9fL/zesqbq+eO9nG2sXEJmDD30XfTKv5wQlOP5DEXHqdvwgmbclUadUG/pGlp4rg46grz0u/MiG3c89fHv+U9dqCk/mZpfl5xTX3JobX8b9f+LaURUyMYhObiYofgYOoKAAAAHQpOSirB5WkDwXnHAKALbvfdV3/ligYPZGv3fZ1Sq+7ru02Zz8+ZsvTV7dmFzRbevrYtBdk7/j5/wv2fFPT8749wePw+8LgcDodjYSHS7I8E/SrcuTN02TLqCvPS78xIcUGSab36328k+Fne/oKFb9z/e3+tbebhC32NYwH+QCqRBOAFIgAAmDT/hATcuGdAdZcv4x43AKB1HC7Xwtm5s7Z28A9hFS3FWV8/nbQhpaGPkRHb8N8ND314RSZe/tW52qYbhfnSmoI9T44RtmT9fc3HBbfPHhImbLnZrbhXT/3hdYF8Qej6tx4Pwt2itE3R1SW/dcvOz486xLwMdG3avV/iMFj3Ggap4uhR3+ho6goAAAAd4ltaCqytO2/epA4xXO1VVXa+vgwHLyEBQPvEsbEVmZmD+9muw08GONo4hc5d9+W55r5OMlJe/eKtPXXcoKe+3bZu8ggRwzCMhX/SBx+v8eV2Xfh+Z66y7+2zjYf/Z93X1aOf3/52tAP+ydO60gMHAhcupK4wO/3OjAST5s/t+Pb519Iq5be/0F199I3nt7ZGJUwS6CMOjJpSJmNYVmhnRx0CAACgW0EPPFB68CB1heEqO3IEF6YBgI6I4+IqBrukEW/EmIRlj6xZs3btmhXT3Hs/D0iZt3dPnoI/fvW6mdZ/+LJlxNs5BYV5e9YH9nn6EHtz78Ynv2ua9s8dr0617uuHYBiu794dsmQJdYXZ4ff3Tc6IJZu3nk1cvTDocxc/X2dOc2VFvXDchm83LxmBqSkMpOrYMe+ICOoKAAAAnQtYsEDy5z+Pffxx6hADVZ6eHr9lC3UFAJgmGy+v9upqhmUHcTKjaMpTX0xhGIZh1OUfRaScbbj3R9iGM6eLlDzvWbPvuraMa+cV3N+H4eytgy89u7M+/OX9G8dgKSMd6G5pYdVqK1dX6hCz0+/MiGE4bvPfzyladyr7bH55E+vkGzYlKiLMcYAL2gAYhmGkEsnYdeuoKwAAAHROZG/Psqy8udnC0ZG6xeCoenqUXV0WTk7UIQBgskaMG9dw7dqIsWO1sC1lSWGxkuGJgzxvZn/05rvbDp8vbRV4ho2bHPfYKy+tDLftay7VfXnzq8k33VZ+vnGCUAsZcI+iPXtCFi+mrjBHgxj/cO2D5yQ+vH7jxicfWRwVZpf/ceKMF472DPw4MHONubku4eHUFQAAAPoQuGCB9MgR6gpDVH3ihNfs2dQVAGDKxLGxWrsXgfpWY7OaYRsPrJsR97ctxyo57gFegvpfM5Pf/tPk8au2F/d+Lyh15Xf/+DRXOPul1xY64Yoc3ShOSQlctIi6whwN+ZQhtqu28Fp5Sy+LYwP8rrm42DEkhLoCAABAT4KTkkoOHKCuMES4iSoA6JpPZGT1iRPa2Zaiq6uHZRTXMk47PLz10s1bVQXXCm80VWS/He/eU/bzM+v+U9bL2tkdWe++ndEhXv36mkBckqMTnTdvCm1tRfb21CHmCM9p0AmpRILVLgEAwHxYurj0tLcrOjupQwxO/S+/uI4fT10BAKaMb2nJsKyiq0sL2xKIRDwOwxFOfOnHr1ZP+G1VFr5HxIvb3pnvyOk4tWNXkequh7AN+z5PruCNf2zdbCstFEAvru/aFbp8OXWFmcLMCHSiIjPTNzqaugIAAEB//OPjtXZxhKloq6y08/MbxMK0AADD4jV79o2TJ7WwIa6jsyOX4QUn3D/qjnWJuO5z48fzGWVxQbHyzkeoy5O/SWu1mLX6kZF93lINhqn08GH/hATqCjOFmRFon1ImY9Rqoa0tdQgAAID+BC9ZUrJvH3WFYSk7fBjnHQOAHojj4sozMrSwIV5IeAifw/Z037NwkVqtZhiOUCi4cwquvLZja47cYtbyRC+8t9aN1rIyW29vvqUldYiZ6u2+acrcn9748Vrvq3sx6prjDWofnTaBsas6dsw7IoK6AgAAQK9svb07ampUPT08IW6a85uKjIyEbduoKwDA9LmOG3f8hRe0sCGue1TsWH7WlYM/n31t6iyb//u6qvzAvssKjmj85LGCP/684vz3P+SphLMXzffAyEhHCpKTw1aupK4wX73NjNQ1l48cSuvu8zGeI33tcIox9E0qkYxdt466AgAAQN98o6OrsrPF8fHUIQZB1d2t6u4WOThQhwCAGeBwrN3c2qurGRubgX+4P7yQh55M+PfaQ5+tfizwp6/WT3biMoysdN8/Hnr1WDvX888blnn88a2w8peDhypU/LEx0Z4YGelKZWbmlBdfpK4wX73NjIRx71+89r7eU8BkNFy75hIeTl0BAACgbyFLl1784APMjG6rPnHCa/Zs6goAMBfiuLiKo0e9ExOHuR2u98OffJp+7dFduzdMO/CqX4iPqLG05GaHiu8e+epPmxc6/XFkpCpKTy9T8tymzwzGWka60XjtmnN4OJff2+AC9ALTUNCy5uJip9BQ6goAAAACjsHBzUVFrOrum+qYpzKJJACLGQGAvtyeGWljS3zxgz+cO/7lxgcmefEaS0qarELmLH72yxPXjr4+x/GO623YhlPH85Uc4bhJozHS0JGC5OSRq1ZRV5g1PLdBy6QSCVa7BAAAs+U1a9aN06e9cX4Nw9RfuTLigw+oKwDAXFi5uXXevMmq1Qxv4HN+uOKNJ7s39v19nuv0dZtT1m3ufysc9yfSZU8MsROGgGVrzpyZ/dZb1B1mDecZgZZVZGb6RkdTVwAAANAITkoqTkmhrqDXKpU6BAYyHCyBCQD643bffU3XrlFXgNbUnD3rOW0afpXQwswItEkpkzFqtdDWljoEAACAhuuECQ2//MKwLHUIsbIjR3DeMQDombWHx7lXXrn41ltNBQXULaAFhcnJYbgwjRpmRqBNldnZ3hER1BUAAACUXO+7r+7yZeoKYhVHj/rFxFBXAIAZufzpp015eXFffBGWlJS9cWN5ejp1EQwLq1Y35uWNGDuWOsTcYT0j0CapRDJu/XrqCgAAAEq3L09zmziROoSMqrtbrVCI7O2pQwDAXLAqVf733z90/vzt/1yalvZzTIw4Lo62CoajMivLNyqKugJwnhFoVVN+vkt4OHUFAAAAJc/p02vOnKGuoFR17BhWAQcAfeqorXWdMOGPX1F1d1PFgFYU7twZtnIldQVgZgTa01xc7BgcTF0BAABAjMPlOoWGmvNqGmUSScD8+dQVAGBGbDw9W0pK/u8/2yorBZaWhD0wTKqeno4bNxyCgqhDADMj0B6pRILVLgEAAJjbl6ft3UtdQabx6lWX0aOpKwDAjHC43FEPPXRw+fIbp06Vp6UdfvDBCc88Qx0FmpMeOSKOj6euAIbBzAi0qCIz0zc6mroCAACAnk9kZNXx49QVNFqlUoegINwaGQD0bPTq1VNffrk4Pf3GpUvTX3vt6tdfq5VK6ijQUOGuXaHLllFXAMNgDWzQFqVMxqjVQltb6hAAAAB6XIHAxtOzVSq19/enbtG30kOHcN4xAJBwHT9eKBbzeDxbW1t5U9OJl16KfP996igYMkVnp6Kz08bLizoEGAbnGYG2VGZne0dEUFcAAAAYiuCkpJJ9+6grCFQcPYrzjgGAXNiqVaxaXbhrF3UIDFlxSkrQokXUFfAbzIxAO7CYEQAAwB+J4+Mrjh6lrtA3pVzOqlQie3vqEAAAJuK99/J27Ki/coU6BIamaM+eoKQk6gr4DWZGoB1NeXku4eHUFQAAAIaCb2EhtLXtrK2lDtGrquxsH5x3DACGgcvnz9u+PfMvf5E1NVG3wGDJb93i8niWzs7UIfAbzIxAC5qLix1DQqgrAAAADEvQAw+UHDhAXaFXOO8YAAyKlatr5Pvvp65ezapU1C0wKNd37w5ZsoS6An6HmRFoAV4gAgAA3CtgwQKpREJdoVeNubkuo0dTVwAA/M5j6tTABQvObNpEHQKDUrJ/f+DChdQV8DvMjEALKjIzsdolAADAXYS2tgyHI29upg7RE5x3DACGaewTT3TU1BTv3UsdAgPoqKmxdHYW2NhQh8DvMDOC4VLKZIxaLbS1pQ4BAAAwOIELFpQdOkRdoSc47xgADNbcTz+98sUXTQUF1CHQn8Lk5NDly6kr4A6YGcFwVWZne2O1SwAAgN4EJSaWHjxIXaEnOO8YAAwWTySa9+23GevX97S1UbdAn6SpqeK4OOoKuANmRjBc+FARAACgL5bOzorOTkVnJ3WIzuG8YwAwcLY+PrPffjvt8ccZlqVugV60lJTY+/vzRCLqELgDZkYwXE15eS7h4dQVAAAABkqckFCelkZdoXOVWVk+kZHUFQAA/fGaOdNjypSLH35IHQK9yP/xx7BVq6gr4G6YGcGwYLVLAACA/oUsXly8bx91hc7hvGMAMAqTnnuuMS+vPD2dOgTuVn3ypM+cOdQVcDfMjGBY8AIRAACgfzZeXl11daqeHuoQ3WrKz3ceNYq6AgBgYDGff37h3/9ulUqpQ+B39VeujBgzhsPjUYfA3TAzgmHBapcAAAAD8o2OrszKoq7QoVvXrzuGhlJXAAAMCt/SMm7LlvQnnlDKZNQt8JuC5GRcmGaY+CR77e7ulsvlJLsePpVKpVarW1tbqUPoqeRyZU+PTK2WDfpoqNVqlmVx9DSjVqsZhsHR08zto9fW1sbhcKhbjA/LsgzDtLe34+hp4PbR6+jowNHTwO2j19nZKTPyl/UecXG/fvKJ0/Tp+t91V1eXHl50FaSkuEdEmN5vKJlM1mPqJ4jpCMuycrlcoVBQhxgltVrd3d2tVCqpQ4ySSqVSqVQD/3Pk6DjqqaeOrF0b8cUXeukyDrefdQT/mLPsjXPnxr/8slH/HlGpVEb9VlcgEFhZWd37dZqZkUgkEhntcuidnZ3d3d329vbUIfTKcnLEc+cO6VDIZLKuri4cPc3I5fKOjg4cPc10d3e3t7fb2dlxuTi/csgUCkVra6utrS0PJwwPnVKpbGlpsbGx4fNpfucaNZVK1dzcbG1tLRQKqVuGxX7ChDMVFXY2Nvo8655l2aamJisrKz286KrPyZmyYYPAxkbXO9KnxsZGS0tLS0tL6hCj1NTUZGFh0evbDxhQc3OzUCi0tramDjFKLS0tPB7PdhD3cLRPSmq9erV8585x69bpIcwotLa2cjgcOzs7Pe+3+uRJ3zlz7B0c9Lxf7Wpvb1er1ab3Zg3vnUBzUokkYP586goAAAAj4D1nzo2cHOoKnVB0djIMY2IDIwAwBzNee60qO/vGqVPUIeauMDk5bOVK6groHWZGoLmmvDysdgkAADDJ/8hQAAAgAElEQVQYwUlJxSkp1BU6UZmdjcUNAcAocThxW7bkvPZaR00NdYr5UiuVzSUlLuHh1CHQO8yMQEPNxcWOISHUFQAAAMZhxLhx9b/8wrAsdYj24SaqAGC8hLa2MV98kbZmjcnf3dJgVWRk+M2dS10BfcLMCDQkPXIELxABAAAGz33SpJuXLlFXaN+t69edwsKoKwAANOQUFjb2iSdOvPQSdYiZKty5M3TFCuoK6BNmRqChisxMnIgOAAAweCZ5eVpTQYFTaCh1BQDAsAQnJXF5vNzt26lDzI5SLu9qaLAXi6lDoE+YGYEmlDIZw7LCQdyPAAAAAG7znD699uxZ6gotw4VpAGAa5rz7bsm+fXWXL1OHmJeyQ4dwVyUDh5kRaKIyO9snMpK6AgAAwKhwOE5hYU35+dQd2lSZleWLlwQAYPw4PF781q3HnntO1thI3WJGrv/8c+iyZdQV0B/MjEAT+FARAABAA8FJScV791JXaI2is5PD4wlsbKhDAAC0wNLZOWrz5tQ1a1iVirrFLPS0tal6eqzc3KhDoD+YGYEmmvLynEeNoq4AAAAwMj6RkdUnT1JXaE1lZqZvVBR1BQCA1riOHx+6dGnOP/9JHWIWivbuDUpMpK6AAWBmBEPWXFzsGBJCXQEAAGB8uHy+jadna1kZdYh2lEkkWIcCAEzMqIcfljU0FO3ZQx1i+opTUoIxMzJ4mBnBkEmPHMGFaQAAAJoJTkoq3rePukI7mq9fx8dIAGB65n766bWtW01s+TlD09XQwLewEDk4UIfAADAzgiGryMz0jY6mrgAAADBK4vj4iqNHqSu0oCk/3zk8nLoCAED7uAJBwrZtmRs29LS1UbeYrOu7dmH1a6OAmREMjVImYxhGaGtLHQIAAGCUeCKRyN6+s7aWOmS4ynDeMQCYLmt391lvvpn2+OMMy1K3mKbSQ4cC7r+fugIGhpkRDE1ldrZPRAR1BQAAgBELeuCBkv37qSuGq+rYMZ/ISOoKAABd8Zwxw3P69PPvvUcdYoLaKiut3d35lpbUITAwzIxgaKQSCT5UBAAAGI7ABQvKJBLqimFRdHZy+XyBlRV1CACADk3cuLG5qEiamkodYmoKk5PDVqygroBBwcwIhqYpL8951CjqCgAAACMmsLHh8njyW7eoQzRXkZGBxQ0BwBzM/eyzix98YDL3uzQQ5RkZfjEx1BUwKJgZwRA0FxXh9igAAADDF7BgQemhQ9QVmiuTSALmz6euAADQOb6lZfw336Q98YSiq4u6xUTcKix0CgnhCgTUITAomBnBEODCNAAAAK0IeuCB0oMHqSs011Jc7BAURF0BAKAPdn5+U1988ehTT1GHmIj8H38MW7WKugIGCzMjGIKKzEyciA4AADB8ls7Oyq6unvZ26hBNNObmuowZQ10BAKA/frGxjkFBv3zxBXWIKag5fdpr5kzqChgszIxgsJQyGcMwQltb6hAAAABT4D9vXnlaGnWFJnDeMQCYoWmvvFJ98mT1yZPUIcat9vx5t4kTOVwMIowG/qpgsCqzs30iIqgrAAAATERwUlLxvn3UFZqozM72njOHugIAQL84nLivvz79+usdN25QpxixwuTkkbgwzahgZgSDhQ8VAQAAtMjGy6urvl4pl1OHDE1PeztPKBRYWVGHAADom9DWNubLL1PXrFH19FC3GCVWrW64etV1wgTqEBgCzIxgsJry8pxHjaKuAAAAMB1+MTGVWVnUFUNTgRskA4AZcwoNHf/kk8eff546xChVHT+O01SNDmZGMCjNRUWOISHUFQAAACYldNmy4pQU6oqhKZNI/BMSqCsAAMgEPfAA39Iy99tvqUOMT2FyctjKldQVMDSYGcGg4MI0AAAArbP3928tLVUrldQhQ9BWXu4QFERdAQBAafbbb5ccOFB36RJ1iDFRKxRtFRVOoaHUITA0mBnBoFRkZvpGR1NXAAAAmBrvOXNunDpFXTFYDVevOoeHU1cAABDjcLkJW7ce+5//kTU2UrcYDWlqqjgujroChgwzIxiYUiZjGEZoa0sdAgAAYGqCFy82osvTpBJJAM47BgBgGAsnp+iPPkp97DFWpaJuMQ6FO3eGLF1KXQFDhpkRDKwyO9snIoK6AgAAwASNGDu2MTeXYVnqkEGpOnYMy5cCANw2Yty40OXLT736KnWIEVB0dXW3tNj5+VGHwJBhZgQDw2JGAAAAuuM+aVLthQvUFQPraWvjW1ryLS2pQwAADMWohx7qaWu7vns3dYihK92/P3DhQuoK0ARmRjCwprw851GjqCsAAABMU3BSUokxXJ5WnpHhFxNDXQEAYFiiNm/O2769MS+POsSgXd+9O3jxYuoK0ARmRjCA5qIiRyxuDwAAoDMeU6fWnj9PXTEwqUQijo+nrgAAMCxcgSB+69asZ57pbm2lbjFQ8uZmhmGsXF2pQ0ATmBnBALDaJQAAgG5xOM6jRjXm5lJ39ItlW8vLHQIDqTsAAAyOtbv7rLfeSlu71lgWp9Oz4j17cJKR8cLMCAZQkZnpExVFXQEAAGDKgpOSivfupa7oT/2vv44YO5a6AgDAQHlOn+4TEXH2nXeoQwxRcUpK0KJF1BWgIcyMoD9KmYxhGKGtLXUIAACAKfOJiKg+dYq6oj847xgAoH8TNmxoLSuTSiTUIYals7ZWaG8vtLOjDgENYWYE/anMzvaJiKCuAAAAMHEcHs/Ox6eltJQ6pE/VJ054z5lDXQEAYNDmfvbZxc2bDfkfc/0r3LUrbPly6grQHGZG0B+pROKPDxUBAAB0LygpqdhQ757W3drKt7LiiUTUIQAABo1vYRG/ZUv6unWKri7qFkNRdviwOCGBugI0h5kR9KcxN9d51CjqCgAAANMnjo2tzMykruhdeXq6X0wMdQUAgBGw8/Ob9ve/H33ySeoQg9BaVmbn68u3sKAOAc1hZgR9ai4qcgoLo64AAAAwCzyRSOTo2F5dTR3SC6lE4h8fT10BAGAcfOfOdQoLu/zpp9Qh9Ap++ils1SrqChgWzIygT1jtEgAAQJ+CExNLDxygrrgHy7ZXVdkHBFB3AAAYjakvvVRz5kzV8ePUIcQqs7J8IiOpK2BYMDOCPlVkZvpERVFXAAAAmIuA+fMN8IY79b/8MmLcOOoKAACjwuHEf/31mTfe6LhxgzqFTMPVqy6jR3P5fOoQGBbMjKB3SpmMYRihrS11CAAAgLkQ2NhwBQJZYyN1yB3KjhzBeccAAEMlsLGJ/fLL1DVrVN3d1C00CpOTcWGaCcDMCHpXmZXlExFBXQEAAGBeAhctKj10iLriDtUnT3rNmkVdAQBgfBxDQiY89VT23/5GHUKBZWvOnPGcNo26A4YLMyPonVQi8ceHigAAAPoVnJhYZkgzI3lzs9DGhicSUYcAABilwEWLRA4O17ZupQ7Rt5ozZzxnzGA4HOoQGC7MjKB3Tfn5zqNGUVcAAACYF5GDg1Iu72lvpw75TXl6ul9sLHUFAIARm7VpU9nhwzcvXKAO0auC5OSRuDDNJGBmBL1oLipyDA2lrgAAADBHBrUStlQi8U9IoK4AADBiHC43fuvW4y+80NXQQN2iJ6xK1Zib6zJmDHUIaAFmRtALqUSC1S4BAABIBC9eXLJ/P3UFwzAMw7IdNTV2fn7UHQAAxs3C0TH644/THntMrVRSt+hDZVaWX0wMdQVoB2ZG0IuKzEyfqCjqCgAAAHNk7e4ua2xUyuXUIUzd5cuu48dTVwAAmIIRY8eGrVp16pVXqEP0oSA5OWzFCuoK0A7MjOBuSpmMYRihrS11CAAAgJnyi42tOHqUugI3xAAA0KaRDz6olMuv//wzdYhuqbq7O2pqHIKCqENAOzAzgrtVZmX5RERQVwAAAJivkKVLS1JSqCuY6pMnvWbMoK4AADAdkR98kLdjR2NuLnWIDpUdOYJ1TkwJZkZwN3yoCAAAQMteLG6tqKBd9kLe3Cyyt+eJRIQNAAAmhsvnJ2zblvnMM90tLdQtunJ9166QpUupK0BrMDOCuzXl5zuPGkVdAQAAYNZ85sypPnGCMKA8NdUvNpYwAADAJFm5uc155520tWtZtZq6Rft62tsVnZ02Xl7UIaA1mBnBHZqLihxDQ6krAAAAzF3w4sXFpJenlUkk4vh4wgAAAFPlMW2a79y5Z996izpE+0r27QtKTKSuAG3CzAjuIJVIcPUpAAAAOZfRo5vy8xmWJdk7q1Z31tba+fqS7B0AwOSNf/LJ9qqqssOHqUO0rGjPnuCkJOoK0CbMjOAOFZmZPlFR1BUAAADAeEyZUnvuHMmu6y5dcrvvPpJdAwCYiehPPrn08cctJSXUIVoja2zk8vkWTk7UIaBNmBnB75QyGcMwQltb6hAAAABggpKSqC5Pww0xAAB0jW9hEf/NN+nr1ys6O6lbtOP67t1Y/dr0YGYEv6vMyvKJiKCuAAAAAIZhGI/Jk6nOM7qRk+M1cybJrgEAzIedr++0l1/OWL+eOkQ7Sg8cCFy4kLoCtAwzI/gdPlQEAAAwIBzOiHHjGq5e1fNu5bduiRwcuAKBnvcLAGCGfKOjXcaMubR5M3XIcLVXVVm6uAisralDQMswM4LfNeXnO48aRV0BAAAAvwlOSireu1fPO5Wmporj4vS8UwAAszXl+edvXrpUdewYdciwFO7aFbpiBXUFaB9mRvCb5qIix9BQ6goAAAD4nffs2dWnTul5p1KJxD8hQc87BQAwXxxO3Fdfndm0qb26mjpFc+Vpafi8wSRhZgS/kUokAbgwDQAAwJBweDx7f//moiK97ZFVqzvr6my8vPS2RwAAENjYxH71VdqaNarubuoWTbSUlNgHBPCEQuoQ0D7MjOA3FZmZPlFR1BUAAABwh+CkpOJ9+/S2u5sXLrhPnKi33QEAwG2OwcETNmzIevZZ6hBN5P/ww8hVq6grQCcwMwKGYRilTMawrNDWljoEAAAA7iCOja3Kztbb7nBDDAAAKoELF1q5ul775hvqkCGrPnXKe/Zs6grQCcyMgGEYpjIryycykroCAAAA7sYVCCycndurqvSzuxunT3tOn66ffQEAwF1m/POfZRJJ7fnz1CFDUHf58oixYzk8HnUI6ARmRsAwtz9UnD+fugIAAAB6EZyYWLJ/vx52JGtstHRy4goEetgXAADci8Plxn/zzcmXXuqqr6duGazC5GRcmGbCMDMChmGYpvx855EjqSsAAACgF/7z55enpelhR9LUVD/c9QYAgJSFo2P0xx8fefhhtUJB3TIILFt3+bL7pEnUHaArmBkB01xU5BgaSl0BAAAAvRNYWfFEoq6GBl3vSCqR+Cck6HovAADQP5cxY0Y/+uiJv/+dOmRg1SdPes2cyXA41CGgK5gZAVN25EgAVrsEAAAwYIGLFpUePKjTXbBqtayx0cbTU6d7AQCAwQhbtYpVq/O++446ZAAFycmhK1ZQV4AOYWYETGVmpk9UFHUFAAAA9Clo0aKyQ4d0uoub58+74eICAACDEfHee4U7d9ZfuUId0ie1UtlaVuYSHk4dAjqEmZG5U8pkDIcjtLWlDgEAAIA+iRwc1EplT1ub7nZRJpHgvGMAAMPB5fPnbd+e9eyzsqYm6pbelaen+86dS10BuoWZkbmrzMryiYykrgAAAIABBMyfX3bkiO62X3PmjMe0abrbPgAADJWVq2vE+++nrl7NqlTULb0o3LkzdPly6grQLcyMzJ1UIvHHh4oAAAAGLzgpqWT/fh1tvKuhwdLZmcvn62j7AACgGY8pUwIXLDizaRN1yN2Ucrm8qcleLKYOAd3CzMjcNeXnO48cSV0BAAAAA7Byc+tuaVHKZLrYuFQiEcfH62LLAAAwTGOfeKKjpqZ4717qkDuUHjzoP38+dQXoHGZGZq25qMgxNJS6AgAAAAbFLza2IiNDF1uWpqb6Y2YEAGCo5n766ZUvvmgqKKAO+d31n38OXbqUugJ0DjMjs1Z25AhWuwQAADAWwYsXF6ekaH2zrEola2y09vDQ+pYBAEAreCLR/d9/n/n00zq9GcLg9bS1qZVKKzc36hDQOcyMzFplZqZPVBR1BQAAAAyKvVjcVlmpVii0u9nac+c8pk7V7jYBAEC7rD08Zm7alPb44wzLUrcwRXv2BCcmUleAPmBmZL6UMhnD4QhtbalDAAAAYLB8o6Kqjh/X7jbLJBKcdwwAYPi8Zs70mDr1wgcfUIcwxSkpQZgZmQfMjMxXZVaWT2QkdQUAAAAMgS4uT6s9e9Z9yhTtbhMAAHRh0t/+1pSfX56eTtjQVV8vsLIS2dsTNoDeYGZkvqQSiT8+VAQAADAqzqNGNeXns2q1tjbYefOmlasrl8/X1gYBAECnYj7//MK//90qlVIFFO7aFbJsGdXeQc8wMzJfTfn5ziNHUlcAAADA0HjOmFF79qy2tiZNTRXjjmkAAMaDb2kZt2VL2uOPK2UykoCyw4cD5s8n2TXoH2ZGZurW9euOoaHUFQAAADBkwUlJWrw8rTwtzR8zIwAAo2IvFk954YWjTz2l/123VVZau7vzLS31v2sggZmRmZJitUsAAADj5D5pUt2lS1rZFKtSyZubcbNkAACjI46LsxOLf/3Pf/S834KffgpbuVLPOwVCmBmZqcqsLJ+oKOoKAAAA0MSIcePqf/ll+NupOXPGY+rU4W8HAAD0b8Zrr1VlZ984dUqfO63IyPCLidHnHoEWZkbm6PaFr0JbW+oQAAAA0IS2Lk8rw3nHAADGi8OJ27Il57XXOmpq9LPDpoICp7Aw3DbBrGBmZI4qs7J8IiOpKwAAAEBDXrNm1Zw+Pfzt1J496z558vC3AwAAJIS2tjFffJG2Zo2qp0cPuyv48ceRq1bpYUdgODAzMkdSicQfHyoCAAAYLQ6Xax8QcOv69eFspPPmTWsPDw6Pp60qAADQP6ewsLFPPHHipZf0sK+aM2c8Z8zQw47AcGBmZI6a8vOdR46krgAAAADNDf/yNKlE4p+QoK0eAACgEpyUxOXxcrdv1+leas+dc580icPFDMG84O/b7Ny6ft0xNJS6AgAAAIbFb+7cqmPHhrMFaWqqOC5OSzkAAEBpzrvvluzbV3f5su52UZCcHIYL08wPZkZmR4rVLgEAAIwfVyCwcnVtq6zU7OFqpbK7pcXK1VW7VQAAQILD4yVs23bsuedkjY262D6rVjdeu+Y6frwuNg6GDDMjs1OZleUbHU1dAQAAAMMVnJhYsm+fZo+tOX3ac/p07fYAAAAhCyenqM2bU9esYVUqrW+86tgxn4gIrW8WDB9mRuZFKZMxDCOwsaEOAQAAgOESJySUp6dr9ljcEAMAwPS4jh8funRpzj//qfUtFyQnh61cqfXNguHDzMi8VGZl+URGUlcAAACAFgisrARWVl319Ro8tvbCBffJk7WeBAAAtEY9/LCssbFozx4tblPV09NeVeUYEqLFbYKxwMzIvOBDRQAAAFMSuGhR6YEDQ31UZ22tjYcH7n0DAGCS5n7yybWtW5vy87W1wXLcM8GM4bWCeWnKz3ceOZK6AgAAALQjcOHC0sOHh/qosiNH/BMSdNEDAADkuAJBwrZtmRs29LS1aWWDhbt2hS5frpVNgdHBzMiM3Lp+3SksjLoCAAAAtEZkb8+qVN0tLUN6VHlaml9srI6SAACAnLW7+6w330xbu5Zh2WFuStHV1d3aauvtrZUwMDqYGZkRXJgGAABgegIXLCg7cmTwP69WKrvb2qxcXXWXBAAA5DxnzPCaOfP8e+8Nczsl+/YFLVqklSQwRtqeGbE3972weNFvEh/7zzXt3+UPNFWZleUbFUVdAQAAANoUlJhYsn//4H/+Rk6O14wZuusBAAADcd+zzzYXFUlTU4ezkaL//jd4yRJtJYHR4Wt5e6q62ubxG3a8FGXDYRgOh8vjaXkHoCGlTMYwjMDGhjoEAAAAtMnK1bWnrU3R1SWwshrMz0slkhC8+gcAMA9zP/ssZdEip5AQ+4AADR4ub25mOBxLZ2eth4Gx0PLMiO2sq+e4zbITCvqdFSmVSqVSqd1d641SqWRZVi6XU4cMTXlqqsesWeTZt//eyTOMlEKhYHD0NHX7udfd3c3hcKhbjI9KpWIYpru7m4u7LA2dWq1mGKanp8d4f/ER+r+jd/t/QF+8584tOXzYf+HCP36RZVmGYRQKBXvnYhY1585Nfu01/DYZDIVCgd8ammFZVqlU4mmmGRy94bj9+wJH73ccTuTnn0vWrr3/v/8d8KMFtVrN4XD+ePTykpP9F/5/9u47MIoCffj4zJbUTUiB0BMgkAREEESkCUlEAQsWRH82rCc2FD09vVPueK/ZBfXOgv3UU1SKikZKNiCgCKgoBymUwFISID3ZlG3z/hHPwxBK9kkyO5vv569js5In31uSnSc7sxfT81R4vV4jLgp+YTKZQkJCjr29lXdGvsPFhxu2v3P/LUWl3uj+E667/frR3Zr5FG632+l0tu6nbmc1NTV6j9Ayuz7/PPXmmwNk7AAZw6CoJ2H07zz6qq2t1XsEA6OehHGffrWbbuef/8Njj3Vp7gz0JvWcBw+Gde3q5AF5alwul8vl0nsKo6KehM/na/xlIfzg8/l4wnw0NS5u0F13Zd9117gXXjiV+x9db8fSpemvvkrPU2fcViEhIe2xM1JCE0dN7jX6ovT+kTV5Hz3+2PxliX+/tOcxv5YOCwsLCwtr5U/dXmpraxsaGmJjY/UepGVqdu1KHj1a7ymUurq6urq6uLg4vQcxpPr6eqfTGc9LQ/3S0NBQU1MTGxvLK2X84Ha7q6qqYmJizJxw3HIej6eysrJTp04WS2v/zO0AvF5vRUVFVFRUs09i8Iv4+PiNJSUxUVHmo0JpmlZWVmaz2UJDQ3+58cDixalTp/Kj5FSUlpZGRESEh4frPYghlZWVhYWFRZza+ZJooqKiIiQkhHr+qaysNJvNNq7I8Wvxl1/u3L5938KFZ9x55wnuVlVVpapqVFRU4x+dRUVRXbp0TUxslxkNr6amxufzRUdH6z1IK2vl569qt7OnTw8Ls6iKEp167then2x3eJVjd0ZB8CpfY30JZfn58QMHBsLMjTMEwiRGRD2JX+oR0A/Uk6CeBPVOXe+MjP1r1vQ5//wmtzept3flyvNefpmep4jHngT1hKgnQb1jjX700WXXXNNlyJBe55xz4nv+Ui9/4cLUK68kZosEX67W/X27Vr1+3l1/WlRQ6VG02sJ1G4+kDe3Pb1UDQGFWVt8pU/SeAgAAtJXUK67YsWTJie/jc7vdNTVcyhQAOiJVPX/Bgq/nzq05cOAU/4vdWVl9J09u06EQ+Fp3Z6R2mjDzjrTtz99z4/U3z/5H/uC7Zp3XJdi2bIbksNsTm7vGAQAACA6xKSnl+fma13uC++xft67HmDHtNhIAIKCEREVNfPHFL2+5xXsK1xqr2LUrOjHRfNTZzeiYWvtVQKb4Edf/ccT1rfy3QsJTV6coipVzegEACGo9xo49+M03PceNO94dCrOy0q66qj1HAgAElLjU1DPuuGPNAw9kPv/8ie+Z++9/D7z66vaZCoGMa8EGv73Z2b3T0/WeAgAAtK0Bl1124tPTDm3enDBsWLvNAwAIQP0vucQSEfGfN9888d32rVnDUSQUdkYdARczAgCgI+g6fPjhH35QNK3Zj1bv3x+dlKTy3pEA0OGd8/e/7/z000PffXe8Oxz58cfOp52m8oa5YGfUEZTl5sYPHKj3FAAAoM0lDBt26Icfmv3Q7s8/78OlTAEAiqKaTJNff331Aw/UlZQ0e4fc99/nxDQ0YmcU5Mry8+PS0vSeAgAAtIcTnJ62Z8WKpIkT23keAEBgCouLy5w//8ubb27mzRM0rWjDhu5nn63HXAg47IyCHCemAQDQcfQYM+bgN98ce7vX5fLU1obHx7f/SACAwNRl6NDUK69cN2dOk9sPfP11j7FjFZV3QIeisDMKeg67PTEjQ+8pAABAe1BNptgBA8ry8prcfmDt2hO8nxoAoGMadN11rqqq/I8+OvrGPE5Mw1HYGQUzT12doihWm03vQQAAQDsZcNllBYsXN7lxd1ZWvwsu0GUeAEAgy5g3b9tbb5Vs29b4R83rLdm2rfPgwfpOhcDBziiY7c3O5v0RAQDoUBIzMvatXt3kxsM//JBwxhl6jAMACGgmq3XS66/bZ82q3r9/38qVP86f33vCBL2HQgBhZxTMuJgRAAAdjclqtXXvXllY+Mst1fv2RSclcWUKAECzIrt1G3jttUunTnUXF9vi4x3Z2Ye3bNF7KAQKi94DoA2V5eXFDxyo9xQAAKBdDbjssl2ffjrsnnsa/7j788/7Tp6s70gAgECW+957lyxZEp2UpChK8tSpK37zm+krV+o9FAICrzMKWmX5+bEpKXpPAQAA2lufSZMKly//5Y97Vq5MOu88HecBAAQyd21tWFxc48JIUZROffqYQ0O9Lpe+UyFAsDMKWoVZWf04MQ0AgI7HEh4eEhVVe/iwoijehgZPbW1YbKzeQwEAApQ1PNxVXX30LZ66OnNIiF7zIKCwMwpaDrs9MTNT7ykAAIAO+l9yyc6lSxVFObhuXa/x4/UeBwAQwFS1x5gx3/z5z41/WvuHP/SZNEnfiRA42BkFJ7fTqWia1WbTexAAAKCD5IsvLszKUhRlz/LlvCEGAODERs+ZE5WY+PFFF3180UXxgwaNfPBBvSdCoOAa2MHJkZPTOyND7ykAAIA+QqKi6kpKtjz99L6VKzOeeELvcQAAAU01mQbfeGPvyy5TVTU6OlrvcRBAeJ1RcCrMyuKXigAAdFgrb7+957hxqZMnD7/33o8mT3ZVVek9EQAAMB5eZxScyvLy4gcO1HsKAACgg+LNm01W6/jHH1cUpXd6enRS0uZ588b86U96zwUAAAyG1xkFobL8/NiUFL2nAAAA+ijZuvXo6173nTy5ZOtWHecBALRc7YqZvUKS73iRAzoAACAASURBVF/vPuk93QX/nBRvDh3/3F7fsR905i/5603nDu4db7N17jfs3BsfX763oQ2mRdBiZxSECrOy+l1wgd5TAAAAfXTq1+/oJVHRhg0xyck6zgMAaCmtaOmCJUXN7ICOUff9EzMeXlnW3F210uwHx4+8Ys5bOXnlYb0Soypyc97+/QXDLnw+19Xa8yJosTMKQo7s7EQugA0AQEfV65xzDm/ZsvX112sOHnTY7Wv/8Ifh99yj91AAgFOiuSt22BfcddndS46cfGWkVa5+ZMZfN9ZozX3syMd3X/fsD3V9rnz526LSA3nbCw/mLrrj9JAK++9veS7X2/qTIyixMwo2bqdTURSrzab3IAAAQB+qyXTJokU+j8f+8MN7V6++6IMPbD176j0UAOCkaj+/o1+sLS713JkvfVt+ChujQ5/ce9MLebEpKbHHHth7fnrxb4sOmfrf+eYbM8/qEqooihLW97Jnnrsl0VS76Z0P/uNp/fERjLgGdrBx5OT05kVGAAB0bCardchtt/WcNi0qKio0NFTvcQAAp8Lc5fTJ02e4FUXRqv/z+ccbjpzozt49b902852DyXcuedJ89+UFzl9/1LNt8aJtbssZN80cG3nUzeET/r4+d5ZTie5hbv3xEYzYGQWbwqys4bNm6T0FAAAAAKBFQkfe+eJIRVEUxbdn/oQlJ9oZubY9d+N9y2qGPfLp4xPdjx7zYe3IN18XeMy9xp3T/9fLIVN0zwHRrTo0ghvnpgWbsvz8uLQ0vacAAAAAALSNmg1/nvHoWnX8X//16NmRajN38OzM2+FRzH369yjOmT9z0pBesZFRCQPOOu+aR97fVt3c1Y+A5rEzCipl+flxKSl6TwEAAAAAaBta2fLf3fDkluiL5711z6CQ5u/jKysp9ylayaczx5x//6urHWq3fj2th3/Mfv/v1551xtVv7XC378gwLnZGQaXwiy/6Tpmi9xQAAOBYtStm9gpJvn/9yZ+nuwv+OSneHDr+ub2/vgCqe809SRa1GSHD/vIf3gEHADoE38EP77plwe6eM15ZcEPScS9K5K6tdWmKe+vKr2Ouf/274rJ9uVvzDpTuzfn7pG6u3R/OmvnK7pNfYhtQ2BkFGYfdnsgFsAEACDxa0dIFS4pO5Rl63fdPzHh4Zdmxd9WqCncd9qmqyXIMc3MnJgAAgo5356u33PVhSdqsN+dPTTjB935raKhZVdSQMx9+7+Wbhv38tmqW7hMeeuOxC2LVmnVvLyzgdw04FVwDO3i4nU5FUaw2m96DAACA/9HcFTvXfjjvDw8vOeJTo05258rVj8z468aa5q414d2zY49HCbv47YOfXBfTFpMCAAJd1fplOaWKNWLVgxNH/vc2rWbfQZ/i2fLs1LPfDbGkzHz3X7cmm2LjY01Kw4DJF/767DVTt3MnnWH5bPWO3B0eJY33TsNJsTMKHo6cnMTMTL2nAAAAv6j9/I7B176xp8qlNS6BTvLsXDv0yb03vZAXm5LSsKPpuyYrSkPhTofX1DOlf2Rz/y0AoKPw1ezbunlf01urHT9tdihWz9Q6RVHMKaelWNQiV8MxJ0T7fD5FUUNCrLxCFaeCc9OCR2FWFhczAgAgkJi7nD55+oxbbrn11luuGtXtJBsj7563bpv5zsHkO15/ckrMsU/lvft2FjZoluTUfvzKDwA6qtgbPqvXmnCtnd3XrIScM3+PV9NcP8wZbFYUU7eM84ZYvIWffbih5uj/3rvn06Xfu9XQM84aYtXra4Ch8KQjeJTl58elpek9BQAA+EXoyDtfbDx5wLdn/oQlG44c/66ubc/deN+ymmGPfPr4RPejzdzBu2dnodec0D/h4NKnHv9sU36Ru/OAwUNGX3z9lSMTOLsAAPAr5pTr7pj81K3L/nHTzcn/fvn2s+JMilK3a+mj181ZXW3qccPd07vzOiOcCnZGQaIsPz8uJUXvKQAAgF9qNvx5xqNr1fFP/+vRsyPVdc3cw3d4164qn6/6ravPerHW03iq25dLlX88/sQLd/zzX09P73+ct1sGAHRIpl7XP//Ciq03Lvzo7lGfzklK6R1asmtncY3X0i19zr/nXRzHyginhHPTgkThF19wYhoAAIaklS3/3Q1Pbom+eN5b9ww63urHW7hjj1fRXGryjH8u/35PeXVp4Q+fP3PNoIjSb/4x44q/bKxv15EBAAHP0uead79d89LsS0b0NJfs3FkakTL+8ntf+mrrqj+Nj2VjhFPE64yChMNuH/Kb3+g9BQAAaCnfwQ/vumXB7p4zPl5wQ9LxTzJTEzJm/b2HmjjxpquGN17tKOaMC+5/d1h317DrPv7pn898+tuFV/JuagAQJEx9Zq9tmH1q97WOm7fbM6/ZD5kTRs+ct2Rm8x8ETgGvMwoGbqdTURSrzab3IAAAoGW8O1+95a4PS9JmvTl/asKJfu1rSb3k/t/97r7/G/6ry2Or3ac/eOMAi1b19VdbjnlvHAAAABFeZxQMHDk5iZmZek8BAABarGr9spxSxRqx6sGJI/97m1az76BP8Wx5durZ74ZYUma++69bk4/7AiRzn+Qks1JQUV7ha5+JAQBAh8HOKBgUZmUNnzVL7ykAAIB/fDX7tm7e1/TWasdPmx2K1TO1TlG0su8XL9pUFjX0kitHJfzqZeK+yooqn2LqnNCZV48DAIDWxbOLYFCWnx+Xlqb3FAAAoMVib/isXmvCtXZ2X7MScs78PV5Nc/0wZ7BZUUOLlj1658wZd7y49denoLm2f/TxFo8pdlz6UKtOXwIAAAhW7IwMrywvLy4lRe8pAABAW4qceMetg0I8Pz55/d0f5FVriqIoilb549t3Xf/YpobQIXfOnhKl84QAACDosDMyvMKsrL5Tpug9BQAAaFOhI//4wZMT4xq2Lrjm9F69Bw4/c3Cfzt2G3/TaVnXQ9a988IczQ/QeEAAABB12RobnsNsTMzL0ngIAALSx0NPu+WyL/cVZFw7vaSnZkV+k9h550c1/W7pl09szUkP1Hg4AAAQhroFtbG6nU1FVq82m9yAAAOBETH1mr22YfWr3tY6bt9szr7mPhPaacMfzE+5ozcEAAACOh9cZGZsjJ4cXGQEAAAAAgFbHzsjYuJgRAAAAAABoC+yMjK0sPz8uLU3vKQAAAAAAQLBhZ2RgZXl5cSkpek8BAAAAAACCEDsjA+PENAAAAAAA0EbYGRmYw27nAtgAAAAAAKAtsDMyKrfTqaiq1WbTexAAAAAAABCE2BkZlSMnhxcZAQAAAACANsLOyKi4mBEAAAAAAGg77IyMqiw/Py4tTe8pAAAAAABAcGJnZEhleXlxqal6T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" /></p>
<!-- rnb-plot-end -->
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
</div>
<div id="edit-classes" class="section level3">
<h3>3.4 Edit classes</h3>
<p>The following overview of edit classes includes the <code>0/1</code> edits class split and</p>
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin 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 -->
<pre class="r"><code>editorFrame &lt;- expand.grid(anon_userid = unique(dataSet$anon_userid),
campaignDay = unique(dataSet$campaignDay))
editorFrame &lt;- dplyr::filter(editorFrame, !is.na(campaignDay))
ds &lt;- dataSet %&gt;%
dplyr::select(anon_userid, campaignDay, ts_revision)
editorFrame &lt;- editorFrame %&gt;%
dplyr::left_join(ds,
by = c(&quot;anon_userid&quot;, &quot;campaignDay&quot;))
editorFrame$ts_revision &lt;- ifelse(is.na(editorFrame$ts_revision),
0,
1)
editorFrame &lt;- editorFrame %&gt;%
dplyr::select(anon_userid, campaignDay, ts_revision) %&gt;%
dplyr::group_by(anon_userid, campaignDay) %&gt;%
dplyr::summarise(edits = sum(ts_revision))
editorFrameTotal &lt;- editorFrame %&gt;%
dplyr::select(anon_userid, edits) %&gt;%
dplyr::group_by(anon_userid) %&gt;%
dplyr::summarise(edits = sum(edits))
editBoundaries &lt;- list(
c(0, 0),
c(1, 1),
c(2, 4),
c(5, 9),
c(10, 20),
c(21, 50),
c(51, 100)
)
editorFrameTotal$editClass &lt;- sapply(editorFrameTotal$edits, function(x) {
wEC &lt;- sapply(editBoundaries, function(y) {
x &gt;= y[1] &amp; x &lt;= y[2]
})
if (sum(wEC) == 0) {
return(&quot;&gt;= 100&quot;)
} else {
return(paste0(&quot;(&quot;,
editBoundaries[[which(wEC)]][1],
&quot; - &quot;,
editBoundaries[[which(wEC)]][2],
&quot;)&quot;
)
)
}
})
editClass &lt;- as.data.frame(table(editorFrameTotal$editClass),
stringsAsFactors = F)
editClass[editClass == &quot;(0 - 0)&quot;] &lt;- &quot;0&quot;
editClass[editClass == &quot;(1 - 1)&quot;] &lt;- &quot;1&quot;
colnames(editClass) &lt;- c(&#39;Edit Class&#39;, &#39;Num.Users&#39;)
editClass$order &lt;- as.numeric(sapply(editClass$`Edit Class`, function(x) {
lower &lt;- str_extract(x, &#39;[[:digit:]]+&#39;)
}))
editClass &lt;- arrange(editClass, order)
editClass$order &lt;- NULL
datatable(editClass)</code></pre>
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</div>
<div id="daily-user-edits-before-during-and-after-campaign" class="section level3">
<h3>3.5 Daily user edits before, during, and after campaign</h3>
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<pre class="r"><code>pFrame &lt;- dataSet %&gt;%
dplyr::filter(!is.na(ts_revision)) %&gt;%
dplyr::select(ts_revision, campaignDay) %&gt;%
dplyr::group_by(ts_revision, campaignDay) %&gt;%
dplyr::summarise(Edits = n())
colnames(pFrame) &lt;- c(&quot;date&quot;, &quot;campaign&quot;, &quot;Edits&quot;)
ggplot(pFrame, aes(x = date,
y = Edits,
group = campaign,
color = campaign,
fill = campaign,
label = Edits,
)) +
geom_path(size = .5) +
geom_point(size = 1.5) +
geom_point(size = 1, fill = &quot;white&quot;, color = &quot;white&quot;) +
geom_text_repel(size = 3.5, show.legend = FALSE) +
scale_y_continuous(labels = comma) +
ggtitle(&#39;2021 WMDE Occasional Editors Banner Campaign&#39;) +
xlab(&quot;Date&quot;) + ylab(&quot;Edits&quot;) +
theme_minimal() +
theme(axis.text.x = element_text(angle = 90, size = 6)) +
theme(plot.title = element_text(size = 10)) +
theme(legend.title = element_blank()) +
theme(legend.position = &quot;top&quot;)</code></pre>
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/></p>
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<pre class="r"><code>tFrame &lt;- pFrame %&gt;%
dplyr::select(campaign, Edits) %&gt;%
dplyr::group_by(campaign) %&gt;%
dplyr::summarise(totalEdits = sum(Edits),
avgEdits = round(mean(Edits), 2))</code></pre>
<!-- rnb-source-end -->
<!-- rnb-output-begin eyJkYXRhIjoiQWRkaW5nIG1pc3NpbmcgZ3JvdXBpbmcgdmFyaWFibGVzOiBgZGF0ZWBcbiJ9 -->
<pre><code>Adding missing grouping variables: `date`</code></pre>
<!-- rnb-output-end -->
<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuRFQ6OmRhdGF0YWJsZSh0RnJhbWUpXG5gYGAifQ== -->
<pre class="r"><code>DT::datatable(tFrame)</code></pre>
<!-- rnb-source-end -->
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<!-- rnb-htmlwidget-end -->
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
<p><strong>Edit Classes: Before Campaign</strong></p>
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
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<pre class="r"><code>editorFrame &lt;- expand.grid(anon_userid = unique(dataSet$anon_userid),
campaignDay = unique(dataSet$campaignDay))
editorFrame &lt;- dplyr::filter(editorFrame, !is.na(campaignDay))
ds &lt;- dataSet %&gt;%
dplyr::select(anon_userid, campaignDay, ts_revision)
editorFrame &lt;- editorFrame %&gt;%
dplyr::left_join(ds,
by = c(&quot;anon_userid&quot;, &quot;campaignDay&quot;))
editorFrame$ts_revision &lt;- ifelse(is.na(editorFrame$ts_revision),
0,
1)
editorFrame &lt;- editorFrame %&gt;%
dplyr::select(anon_userid, campaignDay, ts_revision) %&gt;%
dplyr::group_by(anon_userid, campaignDay) %&gt;%
dplyr::summarise(edits = sum(ts_revision)) %&gt;%
dplyr::filter(campaignDay == &quot;beforeCampaign&quot;)
editBoundaries &lt;- list(
c(0, 0),
c(1, 1),
c(2, 4),
c(5, 9),
c(10, 20),
c(21, 50),
c(51, 100)
)
editorFrame$editClass &lt;- sapply(editorFrame$edits, function(x) {
wEC &lt;- sapply(editBoundaries, function(y) {
x &gt;= y[1] &amp; x &lt;= y[2]
})
if (sum(wEC) == 0) {
return(&quot;&gt;= 100&quot;)
} else {
return(paste0(&quot;(&quot;,
editBoundaries[[which(wEC)]][1],
&quot; - &quot;,
editBoundaries[[which(wEC)]][2],
&quot;)&quot;
)
)
}
})
editClass &lt;- as.data.frame(table(editorFrame$editClass),
stringsAsFactors = F)
editClass[editClass == &quot;(0 - 0)&quot;] &lt;- &quot;0&quot;
editClass[editClass == &quot;(1 - 1)&quot;] &lt;- &quot;1&quot;
colnames(editClass) &lt;- c(&#39;Edit Class&#39;, &#39;Num.Users&#39;)
editClass$order &lt;- as.numeric(sapply(editClass$`Edit Class`, function(x) {
lower &lt;- str_extract(x, &#39;[[:digit:]]+&#39;)
}))
editClass &lt;- arrange(editClass, order)
editClass$order &lt;- NULL
datatable(editClass)</code></pre>
<!-- rnb-source-end -->
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<p><strong>Edit Classes: During Campaign</strong></p>
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
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<pre class="r"><code>editorFrame &lt;- expand.grid(anon_userid = unique(dataSet$anon_userid),
campaignDay = unique(dataSet$campaignDay))
editorFrame &lt;- dplyr::filter(editorFrame, !is.na(campaignDay))
ds &lt;- dataSet %&gt;%
dplyr::select(anon_userid, campaignDay, ts_revision)
editorFrame &lt;- editorFrame %&gt;%
dplyr::left_join(ds,
by = c(&quot;anon_userid&quot;, &quot;campaignDay&quot;))
editorFrame$ts_revision &lt;- ifelse(is.na(editorFrame$ts_revision),
0,
1)
editorFrame &lt;- editorFrame %&gt;%
dplyr::select(anon_userid, campaignDay, ts_revision) %&gt;%
dplyr::group_by(anon_userid, campaignDay) %&gt;%
dplyr::summarise(edits = sum(ts_revision)) %&gt;%
dplyr::filter(campaignDay == &quot;Campaign&quot;)
editBoundaries &lt;- list(
c(0, 0),
c(1, 1),
c(2, 4),
c(5, 9),
c(10, 20),
c(21, 50),
c(51, 100)
)
editorFrame$editClass &lt;- sapply(editorFrame$edits, function(x) {
wEC &lt;- sapply(editBoundaries, function(y) {
x &gt;= y[1] &amp; x &lt;= y[2]
})
if (sum(wEC) == 0) {
return(&quot;&gt;= 100&quot;)
} else {
return(paste0(&quot;(&quot;,
editBoundaries[[which(wEC)]][1],
&quot; - &quot;,
editBoundaries[[which(wEC)]][2],
&quot;)&quot;
)
)
}
})
editClass &lt;- as.data.frame(table(editorFrame$editClass),
stringsAsFactors = F)
editClass[editClass == &quot;(0 - 0)&quot;] &lt;- &quot;0&quot;
editClass[editClass == &quot;(1 - 1)&quot;] &lt;- &quot;1&quot;
colnames(editClass) &lt;- c(&#39;Edit Class&#39;, &#39;Num.Users&#39;)
editClass$order &lt;- as.numeric(sapply(editClass$`Edit Class`, function(x) {
lower &lt;- str_extract(x, &#39;[[:digit:]]+&#39;)
}))
editClass &lt;- arrange(editClass, order)
editClass$order &lt;- NULL
datatable(editClass)</code></pre>
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<p><strong>Edit Classes: After Campaign</strong></p>
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<pre class="r"><code>editorFrame &lt;- expand.grid(anon_userid = unique(dataSet$anon_userid),
campaignDay = unique(dataSet$campaignDay))
editorFrame &lt;- dplyr::filter(editorFrame, !is.na(campaignDay))
ds &lt;- dataSet %&gt;%
dplyr::select(anon_userid, campaignDay, ts_revision)
editorFrame &lt;- editorFrame %&gt;%
dplyr::left_join(ds,
by = c(&quot;anon_userid&quot;, &quot;campaignDay&quot;))
editorFrame$ts_revision &lt;- ifelse(is.na(editorFrame$ts_revision),
0,
1)
editorFrame &lt;- editorFrame %&gt;%
dplyr::select(anon_userid, campaignDay, ts_revision) %&gt;%
dplyr::group_by(anon_userid, campaignDay) %&gt;%
dplyr::summarise(edits = sum(ts_revision)) %&gt;%
dplyr::filter(campaignDay == &quot;afterCampaign&quot;)
editBoundaries &lt;- list(
c(0, 0),
c(1, 1),
c(2, 4),
c(5, 9),
c(10, 20),
c(21, 50),
c(51, 100)
)
editorFrame$editClass &lt;- sapply(editorFrame$edits, function(x) {
wEC &lt;- sapply(editBoundaries, function(y) {
x &gt;= y[1] &amp; x &lt;= y[2]
})
if (sum(wEC) == 0) {
return(&quot;&gt;= 100&quot;)
} else {
return(paste0(&quot;(&quot;,
editBoundaries[[which(wEC)]][1],
&quot; - &quot;,
editBoundaries[[which(wEC)]][2],
&quot;)&quot;
)
)
}
})
editClass &lt;- as.data.frame(table(editorFrame$editClass),
stringsAsFactors = F)
editClass[editClass == &quot;(0 - 0)&quot;] &lt;- &quot;0&quot;
editClass[editClass == &quot;(1 - 1)&quot;] &lt;- &quot;1&quot;
colnames(editClass) &lt;- c(&#39;Edit Class&#39;, &#39;Num.Users&#39;)
editClass$order &lt;- as.numeric(sapply(editClass$`Edit Class`, function(x) {
lower &lt;- str_extract(x, &#39;[[:digit:]]+&#39;)
}))
editClass &lt;- arrange(editClass, order)
editClass$order &lt;- NULL
datatable(editClass)</code></pre>
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<pre class="r"><code>dewikiEdits &lt;- read.csv(paste0(getwd(),&quot;/_reporting/&quot;, &quot;avg_edits_dewiki.csv&quot;),
header = TRUE,
check.names = FALSE,
row.names = 1,
stringsAsFactors = FALSE)
dewikiEdits$dateType &lt;- as.character(dewikiEdits$revactor_timestamp)
dewikiEdits$dateType &lt;- substr(dewikiEdits$dateType, 1, 8)
dewikiEdits$dateType &lt;- sapply(dewikiEdits$dateType, function(x) {
d &lt;- paste0(
substr(x, 1, 4),
&quot;-&quot;,
substr(x, 5, 6),
&quot;-&quot;,
substr(x, 7, 8)
)
return(d)
})
dewikiEdits &lt;- dplyr::arrange(dewikiEdits, dateType) %&gt;%
dplyr::select(user_id, dateType)
campaignDays &lt;- c(&quot;2021-10-18&quot;, &quot;2021-10-19&quot;, &quot;2021-10-20&quot;, &quot;2021-10-21&quot;, &quot;2021-10-22&quot;, &quot;2021-10-23&quot;,
&quot;2021-10-24&quot;, &quot;2021-10-25&quot;, &quot;2021-10-26&quot;, &quot;2021-10-27&quot;, &quot;2021-10-28&quot;, &quot;2021-10-29&quot;,
&quot;2021-10-30&quot;, &quot;2021-10-31&quot;)
dewikiEdits &lt;- dewikiEdits %&gt;%
select(dateType) %&gt;%
group_by(dateType) %&gt;%
summarise(Edits = n())
dewikiEdits &lt;- arrange(dewikiEdits, dateType)
dewikiEdits$campaign &lt;- sapply(dewikiEdits$dateType, function(x) {
if (x &lt; &quot;2021-10-18&quot;) {
return(&quot;Before Campaign&quot;)
} else if (x &gt; &quot;2021-10-31&quot;) {
return(&quot;After Campaign&quot;)
} else {
return(&quot;Campaign&quot;)
}
})
campaignBefore &lt;- mean(pFrame$Edits[pFrame$campaign == &quot;beforeCampaign&quot;])
campaign &lt;- mean(pFrame$Edits[pFrame$campaign == &quot;Campaign&quot;])
campaignAfter &lt;- mean(pFrame$Edits[pFrame$campaign == &quot;afterCampaign&quot;])
dewikiBefore &lt;- mean(dewikiEdits$Edits[dewikiEdits$campaign == &quot;Before Campaign&quot;])
dewiki &lt;- mean(dewikiEdits$Edits[dewikiEdits$campaign == &quot;Campaign&quot;])
dewikiAfter &lt;- mean(dewikiEdits$Edits[dewikiEdits$campaign == &quot;After Campaign&quot;])</code></pre>
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<p>In comparison to the overall edits in <code>dewiki</code>, in the same time span as in the chart above:</p>
<ul>
<li>before the campaign, the campaign users made 99.89 edits on the average daily, while in <code>dewiki</code> we find 1234.18 edits;</li>
<li>during the campaign, the campaign users made 192.64 edits on the average daily, while in <code>dewiki</code> we find 1256.5 edits;</li>
<li>and after the campaign, the campaign users made 159.11 edits on the average daily, while in <code>dewiki</code> we find 1350.32 edits;</li>
</ul>
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</div>
</div>
<div id="rmd-source-code">---
title: 'Occasional Editors 2021: Interim Report'
author: "Goran S. Milovanovic, Data Scientist, WMDE"
date: "November 3, 2021"
output:
  html_notebook:
    code_folding: hide
    theme: cosmo
    toc: yes
    toc_float: yes
    toc_depth: 5
  html_document:
    toc: yes
    toc_depth: 5
---

**Feedback** should be send to `goran.milovanovic_ext@wikimedia.de`. 

The campaign is run from 2021/10/18 to 2021/10/31.

**CURRENT UPDATE:** Complete dataset as of 2021/10/31.

```{r, echo = F, warning = 'hide', message = F, results = 'hide'}
# !diagnostics off
### --- Setup
options(dplyr.summarise.inform = FALSE)
knitr::opts_chunk$set(fig.width = 15, fig.height = 8) 
rm(list = ls())
library(stringr)
library(dplyr)
library(tidyr)
library(data.table)
library(ggplot2)
library(ggrepel)
library(scales)
library(RColorBrewer)
library(kableExtra)
library(rmarkdown)
library(knitr)
library(DT)
library(reshape2)
library(purrr)
```

## 0. Data Acquisiton

**NOTE:** the Data Acquisition code chunk is not fully reproducible from this Report. The data are collected by running an R script on `stat1007.eqiad.wmnet`, collecting the data as `.tsv` and `.csv` files, copying manually, and processing locally. 

### 0.1 Daily Update

```{r, echo = T, eval = F}

### ----------------------------------------------------------------
### --- WMDE 2021 Ocassional Editors
### --- https://phabricator.wikimedia.org/T291635
### ----------------------------------------------------------------

### ----------------------------------------------------------------
### --- Campaign Description and Parameters
### ----------------------------------------------------------------

# - Landing Pages:
# - Landing Page 1: https://de.wikipedia.org/wiki/Wikipedia:Wikimedia_Deutschland/DeinEngagement
# - Landing Page 2a: https://tools.wmflabs.org/mitmachen/
# - Landing Page 2b: https://de.wikipedia.org/wiki/Wikipedia:Wikimedia_Deutschland/LerneWikipedia
# - Landing Page 2c: https://de.wikipedia.org/wiki/Wikipedia:F%C3%B6rderung/F%C3%B6rderangebote
# - Campaign tags:
# - WMDE_oceditors_fall_2021

# - Start of the banner campaign: October 12th
# - End of the banner campaign: October 26 th
# - Tracking test: October 5 - 7
# - Preliminary report for tracking: beginning of November
# - Track editing behavior four weeks after end of campaign: November 23rd
# - final report for tracking: beginning of December

### --- libraries
library(tidyverse)
library(data.table)
library(lubridate)

### --- campaign specifics
campaignName <- 'OccasionalEditors_2021'

### --- dir structure
campaignPath <- '/home/goransm/Analytics/NewEditors/2021_OccasionalEditors/'
dataDir <- paste0(campaignPath, "_data/")
analyticsDir <- paste0(campaignPath, "_analytics/")
publicDir <- '/srv/published/datasets/wmde-analytics-engineering/NewEditors/campaigns/2021_OccasionalEditors/'

### --- determine cetDay
cetDay <- Sys.time()
cetDay
attr(cetDay, "tzone") <- "Europe/Berlin"
# - one day behind for crontab
# - (i.e. waiting for wmf.webrequest to complete is data acquisition)
cetDay <- ymd(
  strsplit(as.character(cetDay), 
           split = " ", 
           fixed = T)[[1]][1]
) - 1

### ----------------------------------------------------------
### --- Banner Interactions:
### --- via event.WMDEBannerInteractions
### --- https://meta.wikimedia.org/wiki/Schema:WMDEBannerInteractions
### ----------------------------------------------------------

# - select dt, event.bannerName, event.bannerAction, event.bannerImpressions, event.userID 
# - from event.wmdebannerinteractions where year=2020 and month=5 and (day=11 or day=12 or day=13);

# - function: wmde_banner_actions
wmde_banner_actions <- function(uri_query_filter,
                                cetDay,
                                queryFile,
                                fileName,
                                analyticsDir,
                                campaignName) {
  
  # - NOTE:
  # - expected format for cetDay is: YYYY-MM-DD
  
  # - WHERE condition: create datetime_condition
  cet_condition <- seq(
    from = as.POSIXct(paste0(cetDay," 0:00"), tz = "Europe/Berlin"),
    to = as.POSIXct(paste0(cetDay," 23:00"), tz = "Europe/Berlin"),
    by = "hour"
  ) 
  attr(cet_condition, "tzone") <- "UTC"
  cet_condition <- as.character(cet_condition)
  cet_condition <- unlist(str_extract_all(cet_condition, "^([[:digit:]]|\\s|-)*"))
  cet_years <- sapply(
    strsplit(cet_condition, split = " ", fixed = T), function(x) {
      strsplit(x, split = "-")[[1]][1]
    })
  cet_months <- sapply(
    strsplit(cet_condition, split = " ", fixed = T), function(x) {
      strsplit(x, split = "-")[[1]][2]
    })
  cet_months <- gsub("^0", "", cet_months)
  cet_days <- sapply(
    strsplit(cet_condition, split = " ", fixed = T), function(x) {
      strsplit(x, split = "-")[[1]][3]
    })
  cet_days <- gsub("^0", "", cet_days)
  cet_hours <- sapply(strsplit(cet_condition, split = " ", fixed = T), 
                      function(x) {
                        x[2]
                      })
  cet_hours <- gsub("^0", "", cet_hours)
  datetimeCondition <- paste0(
    "year = ", cet_years, " AND ",
    "month = ", cet_months, " AND ",
    "day = ", cet_days, " AND ", 
    "hour = ", cet_hours
  )
  datetimeCondition <- paste("(", 
                             datetimeCondition, 
                             ")",
                             collapse = " OR ", 
                             sep = "")
  
  
  # - WHERE condition: create eventBannerName_condition
  if (length(uri_query_filter) > 1) {
    eventBannerName_condition <- paste0("(",
                                        paste(
                                          paste0("event.bannerName LIKE '%", uri_query_filter, "%'"),
                                          collapse = " OR ", sep = " "),
                                        ")"
    )
  } else {
    eventBannerName_condition = paste0("event.bannerName LIKE '%", uri_query_filter, "%'")
  }
  
  # - compose HiveQL query
  hiveQuery <- paste0( 
    "select dt, event.bannerName, event.bannerAction, event.bannerImpressions, event.userID from event.wmdebannerinteractions 
    WHERE (",
    eventBannerName_condition, " AND ",
    "(", datetimeCondition, ")",
    ");"
  )
  
  # - write hql
  write(hiveQuery, paste0(dataDir, queryFile))
  # - execute hql script:
  kerberosPrefix <- 
    'sudo -u analytics-privatedata kerberos-run-command analytics-privatedata '
  # - Kerberos init
  system(command = paste0(kerberosPrefix, ' hdfs dfs -ls'), 
         wait = T)
  # - Run query
  query <- system(command = paste(kerberosPrefix, 
                                  '/usr/local/bin/beeline --incremental=true --silent -f "',
                                  paste0(dataDir, queryFile),
                                  '" > ', dataDir, fileName,
                                  sep = ""),
                  wait = TRUE)
  
  # - Wrangle Banner Interactions
  # - load
  bannerData <- tryCatch({
    as.data.frame(fread(paste0(dataDir, fileName)))
  },
  error = function(condition) {
    return(FALSE)
  })
  
  # - process
  if (class(bannerData) == 'logical') {
    
    return(FALSE) 
    
  } else { 
    
    # - whoClicked
    whoClicked <- bannerData %>% 
      dplyr::filter(banneraction == "banner-clicked")
    whoClicked <- data.frame(userid = unique(whoClicked$userid))
    
    # - store:
    write.csv(whoClicked, 
              paste0(analyticsDir, 
                     "whoClicked_",
                     strsplit(
                       strsplit(fileName, split = "_", fixed = T)[[1]][2],
                       split = ".", 
                       fixed = T)[[1]][1],
                     ".csv"
              )
    )
    
    # - process bannerData
    bannerData <- t(table(bannerData$banneraction,
                          bannerData$bannername))
    bannerData <- as.data.frame(bannerData)
    colnames(bannerData) <- c('banner', 'action', 'count')
    bannerData$day <- cetDay
    bannerData$campaign <- campaignName
    
    # - store:
    write.csv(bannerData, 
              paste0(analyticsDir, 
                     "bannerInteractionsAggregated_",
                     strsplit(
                       strsplit(fileName, split = "_", fixed = T)[[1]][2],
                       split = ".", 
                       fixed = T)[[1]][1],
                     ".csv"
              ))
  }
  
}

# - set params for wmde_banner_actions()
queryFile <- paste0(campaignName, "_bannerInteractions.hql")
fileName <- paste0("bannerInteractions_", cetDay, ".tsv")
uri_query_filter <- 'WMDE_oceditors_fall_2021'
banner_status <- wmde_banner_actions(uri_query_filter = uri_query_filter,
                                     cetDay = cetDay,
                                     queryFile = queryFile,
                                     fileName = fileName,
                                     analyticsDir = analyticsDir, 
                                     campaignName = campaignName)

### ----------------------------------------------------------
### --- Pageviews
### ----------------------------------------------------------

# - function: wmde_collect_pageviews
wmde_collect_pageviews <- function(uri_host,
                                   uri_path,
                                   cetDay,
                                   queryFile,
                                   fileName,
                                   dataDir) {
  
  # - NOTE:
  # - expected format for cetDay is: YYYY-MM-DD
  
  # - to dataDir
  setwd(dataDir)
  
  # - libraries
  library(stringr)
  
  # - WHERE condition: create datetime_condition
  cet_condition <- seq(
    from = as.POSIXct(paste0(cetDay," 0:00"), tz = "Europe/Berlin"),
    to = as.POSIXct(paste0(cetDay," 23:00"), tz = "Europe/Berlin"),
    by = "hour"
  ) 
  attr(cet_condition, "tzone") <- "UTC"
  cet_condition <- as.character(cet_condition)
  cet_condition <- unlist(str_extract_all(cet_condition, "^([[:digit:]]|\\s|-)*"))
  cet_years <- sapply(
    strsplit(cet_condition, split = " ", fixed = T), function(x) {
      strsplit(x, split = "-")[[1]][1]
    })
  cet_months <- sapply(
    strsplit(cet_condition, split = " ", fixed = T), function(x) {
      strsplit(x, split = "-")[[1]][2]
    })
  cet_months <- gsub("^0", "", cet_months)
  cet_days <- sapply(
    strsplit(cet_condition, split = " ", fixed = T), function(x) {
      strsplit(x, split = "-")[[1]][3]
    })
  cet_days <- gsub("^0", "", cet_days)
  cet_hours <- sapply(strsplit(cet_condition, split = " ", fixed = T), 
                      function(x) {
                        x[2]
                      })
  cet_hours <- gsub("^0", "", cet_hours)
  datetimeCondition <- paste0(
    "year = ", cet_years, " AND ",
    "month = ", cet_months, " AND ",
    "day = ", cet_days, " AND ", 
    "hour = ", cet_hours
  )
  datetimeCondition <- paste("(", 
                             datetimeCondition, 
                             ")",
                             collapse = " OR ", 
                             sep = "")
  
  # - WHERE condition: create uri_host_condition
  if (length(uri_host) > 1) {
    uri_host_condition <- paste0("(",
                                 paste(
                                   paste0("uri_host = '", uri_host, "'"),
                                   collapse = " OR ", sep = " "),
                                 ")"
    )
  } else {
    uri_host_condition = paste0("uri_host = '", uri_host, "'")
  }
  
  # - WHERE condition: create uri_path_condition
  if (length(uri_path) > 1) {
    uri_path_condition <- paste0("(",
                                 paste(
                                   paste0("uri_path = '", uri_path, "'"),
                                   collapse = " OR ", sep = " "),
                                 ")"
    )
  } else {
    uri_path_condition = paste0("uri_path = '", uri_path, "'")
  }
  
  # - compose HiveQL query
  hiveQuery <- paste0( 
    "USE wmf;
    SELECT uri_host, uri_path, uri_query, referer FROM webrequest
    WHERE (",
    uri_host_condition, " AND ",
    uri_path_condition, " AND ",
    "(", datetimeCondition, ")",
    ");"
  )
  
  # - write hql
  write(hiveQuery, queryFile)
  # - execute hql script:
  kerberosPrefix <- 
    'sudo -u analytics-privatedata kerberos-run-command analytics-privatedata '
  # - Kerberos init
  system(command = paste0(kerberosPrefix, ' hdfs dfs -ls'), 
         wait = T)
  # - Run query
  query <- system(command = paste(kerberosPrefix, 
                                  '/usr/local/bin/beeline --incremental=true --silent -f "',
                                  paste0(dataDir, queryFile),
                                  '" > ', dataDir, fileName,
                                  sep = ""),
                  wait = TRUE)
}

# - set params to wmde_collect_pageviews
uri_host <- c('de.wikipedia.org', 'de.m.wikipedia.org')
uri_path  <- c('/wiki/Wikipedia:Wikimedia_Deutschland/DeinEngagement',
               '/wiki/Wikipedia:Wikimedia_Deutschland/LerneWikipedia', 
               '/wiki/Wikipedia:F%C3%B6rderung/F%C3%B6rderangebote')
queryFile <- 'WMDE_oceditors_fall_2021_Pageviews.hql'
fileName <- paste0("pageviews_", cetDay, ".tsv")

# - collect Pageviews data
wmde_collect_pageviews(uri_host,
                       uri_path,
                       cetDay,
                       queryFile,
                       fileName,
                       dataDir)

### --- Wrangle Pageviews
# - function: wmde_process_pageviews
wmde_process_pageviews <- function(fileName,
                                   dataDir, 
                                   uri_query_filter,
                                   page_filter,
                                   cetDay = cetDay,
                                   campaignName = campaignName) {
  
  # - to dataDir
  setwd(dataDir)
  
  # - libraries
  library(stringr)
  library(dplyr)
  library(tidyr)
  library(data.table)
  
  # - load
  pageviewsData <- readLines(fileName)
  wStart <- which(grepl("uri_host", pageviewsData))
  pageviewsData <- pageviewsData[(wStart + 1):(length(pageviewsData) - 1)]
  pageviewsData <- data.frame(dat = pageviewsData, 
                              stringsAsFactors = F)
  pageviewsData <- separate(pageviewsData,
                            dat,
                            into = c('uri_host', 'uri_path', 'uri_query', 'referer'),
                            sep = "\t")
  # - apply page_filter
  wFilter1 <- unique(unname(unlist(sapply(page_filter, function (x) {
    which(grepl(x, pageviewsData$uri_path))
  }))))
  pageviewsData <- pageviewsData[wFilter1, ]
  # - apply uri_query_filter
  w_uri_query_1 <- which(grepl(uri_query_filter, pageviewsData$uri_query))
  w_uri_query_2 <- which(grepl(uri_query_filter, pageviewsData$referer))
  w_uri_query <- unique(c(w_uri_query_1, w_uri_query_2))

  if (length(w_uri_query) > 0) {
    
    # - filter for w_uri_query
    pageviewsData <- pageviewsData[w_uri_query, ] 
    
    # - copy uri_query from referer where uri_query is empty:
    wCuriq <- which(pageviewsData$uri_query == "")
    curiq <- stringr::str_extract(pageviewsData$referer[wCuriq], 
                                  paste0(uri_query_filter, ".+$"))
    pageviewsData$uri_query[wCuriq] <- curiq
    # - remove ?campaign= from pageviewsData$uri_query
    pageviewsData$uri_query <- gsub("?campaign=", 
                                    "",
                                    pageviewsData$uri_query, 
                                    fixed = T)
    
    # - aggregate:
    pageviewsData$uri_path <- paste0(pageviewsData$uri_host, pageviewsData$uri_path)
    pageviewsData$uri_host <- NULL
    pageviewsData$page <- NULL
    pageviewsData$referer <- NULL
    pageviewsData <- pageviewsData %>% 
      dplyr::select(uri_query, uri_path) %>% 
      dplyr::group_by(uri_query, uri_path) %>% 
      dplyr::summarise(pageviews = n())
    colnames(pageviewsData) <- c('Tag', 'Page', 'Pageviews')
    
    # - add cetDay, campaignName
    pageviewsData$date <- cetDay
    pageviewsData$campaign <- campaignName
    
    # - store:
    write.csv(pageviewsData, 
              paste0(analyticsDir, 
                     "pageviewsAggregated_",
                     strsplit(
                       strsplit(fileName, split = "_", fixed = T)[[1]][2],
                       split = ".", 
                       fixed = T)[[1]][1],
                     ".csv"
              )
    )
    
  }
  
}

# - set params to wmde_process_pageviews
uri_query_filter <- 'WMDE_oceditors_fall_2021'
page_filter <- c('/wiki/Wikipedia:Wikimedia_Deutschland/DeinEngagement',
                 '/wiki/Wikipedia:Wikimedia_Deutschland/LerneWikipedia', 
                 '/wiki/Wikipedia:F%C3%B6rderung/F%C3%B6rderangebote')

# - wrangle pageviews
wmde_process_pageviews(fileName = fileName,
                       dataDir = dataDir,
                       uri_query_filter = uri_query_filter, 
                       page_filter = page_filter,
                       cetDay = cetDay,
                       campaignName = campaignName)


### ---------------------------------------------------------------------------
### --- Compose and copy to publicDir
### ---------------------------------------------------------------------------

lF <- list.files(analyticsDir)
lF <- lF[grepl("Aggregated", lF)]
lFp <- lF[grepl("pageviews", lF)]
lFp <- lapply(paste0(analyticsDir, lFp),
              data.table::fread)
lFp <- data.table::rbindlist(lFp)
write.csv(lFp, 
          paste0(publicDir, 
                 "2021_OccasionalEditors_Pageviews.csv"))
lFb <- lF[grepl("banner", lF)]
lFb <- lapply(paste0(analyticsDir, lFb),
              data.table::fread)
lFb <- data.table::rbindlist(lFb)
write.csv(lFb, 
          paste0(publicDir, 
                 "2021_OccasionalEditors_Banners.csv"))


### ----------------------------------------------------------
### --- User Edits
### ----------------------------------------------------------





```


## 1. Campaign Banners

This section presents all data and statistics on the campaign banners.

### 1.1 Banner Impressions
#### 1.1.1 Banner Impressions Overview

**Chart 1.1.1** Daily Banner Impressions

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
# - wrangle dataSet
dataSet <- read.csv(
  '_reporting/2021_OccasionalEditors_Banners.csv',
                    header = T,
                    row.names = 1,
                    check.names = F,
                    stringsAsFactors = F)
dataSet$V1 <- NULL
dataSet <- dataSet %>% 
  dplyr::filter(!grepl("2021-11", dataSet$day))
dataSet$banner <- gsub("_ctrl", "", dataSet$banner, fixed = T)
dataSet$banner <- sapply(dataSet$banner, function(x) {
  if (grepl("ipad$", x)) {
    "ipad"
  } else if (grepl("mobile$", x)) {
    "mobile"
  } else {
    "desktop"
  }
})

# - pFrame
pFrame <- dataSet %>% 
  dplyr::select(-campaign) %>% 
  dplyr::filter(action == "banner-seen") %>% 
  dplyr::select(-action)

# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = day,
                   y = count,
                   group = banner,
                   color = banner,
                   fill = banner,
                   label = count)) + 
  geom_line(size = .5) + 
  geom_point(size = 1.5) + 
  ggrepel::geom_text_repel(size = 4, show.legend = FALSE) +
  ggtitle('Occasional Editors 2021: Daily Banner Impressions') +
  theme_minimal() + 
  theme(axis.text.x = element_text(angle = 90, size = 8)) +
  theme(plot.title = element_text(size = 10)) +
  theme(legend.title = element_blank()) + 
  theme(legend.position = "top")
```

#### 1.1.1 Banner Impressions Overview: Table

**Table 1.1.1.** Daily Banner Impressions

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
### --- Full Dataset (Table Report)
datatable(pFrame)
```

#### 1.1.2 Total Banner Impressions

**Chart 1.1.2.** Total Banner Impressions

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
# - pFrame
pFrame <- dataSet %>% 
  dplyr::select(-campaign) %>% 
  dplyr::filter(action == "banner-seen") %>%
  dplyr::select(-action, - day) %>% 
  dplyr::group_by(banner) %>% 
  dplyr::summarise(totalImpressions = sum(count))

ggplot(pFrame, aes(x = banner, 
                    y = totalImpressions, 
                    color = banner, 
                    fill = banner, 
                    label = totalImpressions)) + 
  geom_bar(width = .5, stat = "identity") + 
  ggtitle('Occasional Editors 2021: Banner Impressions') +
  theme_minimal() + 
  geom_label_repel(size = 3.5, color = "white", show.legend = FALSE) + 
  scale_y_continuous(labels = comma) +
  theme(axis.text.x = element_text(angle = 90, size = 8)) +
  theme(plot.title = element_text(size = 10)) +
  theme(legend.title = element_blank()) + 
  theme(legend.position = "right") + 
  theme(axis.text.x = element_blank())
```

#### 1.1.3 Banner Impressions per Day

**Chart 1.1.3.** Banner Impressions per Day

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
# - pFrame
pFrame <- dataSet %>% 
  dplyr::select(-campaign) %>% 
  dplyr::filter(action == "banner-seen") %>%
  dplyr::select(-action, -banner) %>% 
  dplyr::group_by(day) %>% 
  dplyr::summarise(totalImpressions = sum(count))


ggplot(pFrame, aes(x = day, 
                    y = totalImpressions, 
                    label = totalImpressions)) +
  geom_path(size = .25, group = 1, color = "darkblue") +
  geom_point(size = 1.5, color = "darkblue") + 
  geom_point(size = 1, color = "white") + 
  ggtitle('Occasional Editors 2021: Banner Impressions') +
  theme_minimal() + 
  geom_label_repel(size = 3.5, show.legend = FALSE) + 
  scale_y_continuous(labels = comma) +
  theme(axis.text.x = element_text(angle = 90, size = 8)) +
  theme(plot.title = element_text(size = 10)) +
  theme(legend.title = element_blank()) + 
  theme(legend.position = "right") + 
  theme(axis.text.x = element_text(angle = 90))
```

### 1.2 Banner Clicks
#### 1.2.1 Banner Clicks Overview

**Chart 1.2.1** Daily Banner Clicks

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
# - pFrame
pFrame <- dataSet %>% 
  dplyr::select(-campaign) %>% 
  dplyr::filter(action == "banner-clicked") %>% 
  dplyr::select(-action)

# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = day,
                   y = count,
                   group = banner,
                   color = banner,
                   fill = banner,
                   label = count
                    )) + 
  geom_line(size = .5) + 
  geom_point(size = 1.5) +
  ggrepel::geom_text_repel(size = 4) +
  ggtitle('Occasional Editors 2021: Daily Banner Clicks') +
  theme_minimal() + 
  theme(axis.text.x = element_text(angle = 90, size = 8)) +
  theme(plot.title = element_text(size = 10)) +
  theme(legend.title = element_blank()) + 
  theme(legend.position = "top")
```

#### 1.2.1 Banner Clicks Overview: Table

**Table 1.2.1.** Daily Banner Clicks

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
### --- Full Dataset (Table Report)
datatable(pFrame)
```

#### 1.2.2 Total Banner Clicks

**Chart 1.2.2.** Total Banner Clicks

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
# - pFrame
pFrame <- dataSet %>% 
  dplyr::select(-campaign) %>% 
  dplyr::filter(action == "banner-clicked") %>%
  dplyr::select(-action, - day) %>% 
  dplyr::group_by(banner) %>% 
  dplyr::summarise(totalClicks = sum(count))

ggplot(pFrame, aes(x = banner, 
                    y = totalClicks, 
                    color = banner, 
                    fill = banner, 
                    label = totalClicks)) + 
  geom_bar(width = .5, stat = "identity") + 
  ggtitle('Occasional Editors 2021: Banner Clicks') +
  theme_minimal() + 
  geom_label_repel(size = 3.5, color = "white", show.legend = FALSE) + 
  scale_y_continuous(labels = comma) +
  theme(axis.text.x = element_text(angle = 90, size = 8)) +
  theme(plot.title = element_text(size = 10)) +
  theme(legend.title = element_blank()) + 
  theme(legend.position = "right") + 
  theme(axis.text.x = element_blank())
```

#### 1.2.3 Banner Clicks per Day

**Chart 1.2.3.** Banner Clicks per Day

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
# - pFrame
pFrame <- dataSet %>% 
  dplyr::select(-campaign) %>% 
  dplyr::filter(action == "banner-clicked") %>%
  dplyr::select(-action, -banner) %>% 
  dplyr::group_by(day) %>% 
  dplyr::summarise(totalClicks = sum(count))


ggplot(pFrame, aes(x = day, 
                    y = totalClicks, 
                    label = totalClicks)) +
  geom_path(size = .25, group = 1, color = "darkblue") +
  geom_point(size = 1.5, color = "darkblue") + 
  geom_point(size = 1, color = "white") + 
  ggtitle('Occasional Editors 2021: Banner Clicks') +
  theme_minimal() + 
  geom_label_repel(size = 3.5, show.legend = FALSE) + 
  scale_y_continuous(labels = comma) +
  theme(axis.text.x = element_text(angle = 90, size = 8)) +
  theme(plot.title = element_text(size = 10)) +
  theme(legend.title = element_blank()) + 
  theme(legend.position = "right") + 
  theme(axis.text.x = element_text(angle = 90))
```

### 1.3 Banner Close
#### 1.3.1 Banner Close Overview

**Chart 1.3.1** Daily Banner Close

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
# - pFrame
pFrame <- dataSet %>% 
  dplyr::select(-campaign) %>% 
  dplyr::filter(action == "banner-closed") %>% 
  dplyr::select(-action)

# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = day,
                   y = count,
                   group = banner,
                   color = banner,
                   fill = banner,
                   label = count)) + 
  geom_line(size = .5) + 
  geom_point(size = 1.5) +
  ggtitle('Occasional Editors 2021: Daily Banner Close') +
  ggrepel::geom_text_repel(size = 4) +
  theme_minimal() + 
  theme(axis.text.x = element_text(angle = 90, size = 8)) +
  theme(plot.title = element_text(size = 10)) +
  theme(legend.title = element_blank()) + 
  theme(legend.position = "top")
```

#### 1.3.1 Banner Close Overview: Table

**Table 1.3.1.** Daily Banner Close

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
### --- Full Dataset (Table Report)
datatable(pFrame)
```

#### 1.3.2 Total Banner Close

**Chart 1.3.2.** Total Banner Close

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
# - pFrame
pFrame <- dataSet %>% 
  dplyr::select(-campaign) %>% 
  dplyr::filter(action == "banner-closed") %>%
  dplyr::select(-action, - day) %>% 
  dplyr::group_by(banner) %>% 
  dplyr::summarise(totalClose = sum(count))

ggplot(pFrame, aes(x = banner, 
                    y = totalClose, 
                    color = banner, 
                    fill = banner, 
                    label = totalClose)) + 
  geom_bar(width = .5, stat = "identity") + 
  ggtitle('Occasional Editors 2021: Banner Close') +
  theme_minimal() + 
  geom_label_repel(size = 3.5, color = "white", show.legend = FALSE) + 
  scale_y_continuous(labels = comma) +
  theme(axis.text.x = element_text(angle = 90, size = 8)) +
  theme(plot.title = element_text(size = 10)) +
  theme(legend.title = element_blank()) + 
  theme(legend.position = "right") + 
  theme(axis.text.x = element_blank())
```

#### 1.3.3 Banner Close per Day

**Chart 1.3.3.** Banner Close per Day

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
# - pFrame
pFrame <- dataSet %>% 
  dplyr::select(-campaign) %>% 
  dplyr::filter(action == "banner-closed") %>%
  dplyr::select(-action, -banner) %>% 
  dplyr::group_by(day) %>% 
  dplyr::summarise(totalClose = sum(count))


ggplot(pFrame, aes(x = day, 
                    y = totalClose, 
                    label = totalClose)) +
  geom_path(size = .25, group = 1, color = "darkblue") +
  geom_point(size = 1.5, color = "darkblue") + 
  geom_point(size = 1, color = "white") + 
  ggtitle('Occasional Editors 2021: Banner Close') +
  theme_minimal() + 
  geom_label_repel(size = 3.5, show.legend = FALSE) + 
  scale_y_continuous(labels = comma) +
  theme(axis.text.x = element_text(angle = 90, size = 8)) +
  theme(plot.title = element_text(size = 10)) +
  theme(legend.title = element_blank()) + 
  theme(legend.position = "right") + 
  theme(axis.text.x = element_text(angle = 90))
```

### 1.4 Banner Click Rate
#### 1.4.1 Banner Click Rate Overview

**Chart 1.4.1** Daily Banner Close

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
# - pFrame
pFrame <- dataSet %>% 
  dplyr::select(-campaign) %>% 
  dplyr::filter(action != "banner-closed") %>% 
  tidyr::pivot_wider(names_from = "action", 
                     values_from = "count",
                     values_fill = 0)
pFrame$click_rate <- pFrame$`banner-clicked`/pFrame$`banner-seen`
pFrame <- pFrame %>% 
  dplyr::select(banner, day, click_rate)

# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = day,
                   y = click_rate,
                   group = banner,
                   color = banner,
                   fill = banner, 
                   label = round(click_rate, 2))) + 
  geom_line(size = .5) + 
  geom_point(size = 1.5) +
  ggrepel::geom_text_repel(size = 4) +
  ggtitle('Occasional Editors 2021: Daily Banner Click Rate') +
  theme_minimal() + 
  theme(axis.text.x = element_text(angle = 90, size = 8)) +
  theme(plot.title = element_text(size = 10)) +
  theme(legend.title = element_blank()) + 
  theme(legend.position = "top")
```

#### 1.4.1 Banner Close Overview: Table

**Table 1.4.1.** Daily Banner Close

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
### --- Full Dataset (Table Report)
datatable(pFrame)
```

#### 1.4.2 Average Banner Click Rate

**Chart 1.4.2.** Average Banner Click Rate

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
# - pFrame
ppFrame <- pFrame %>% 
  dplyr::select(banner, click_rate) %>% 
  dplyr::group_by(banner) %>% 
  dplyr::summarise(avg_click_rate = mean(click_rate))

ggplot(ppFrame, aes(x = banner, 
                    y = avg_click_rate, 
                    color = banner, 
                    fill = banner, 
                    label = round(avg_click_rate, 2))) + 
  geom_bar(width = .5, stat = "identity") + 
  ggtitle('Occasional Editors 2021: Average Banner Click Rate') +
  theme_minimal() + 
  geom_label_repel(size = 3.5, color = "white", show.legend = FALSE) + 
  scale_y_continuous(labels = comma) +
  theme(axis.text.x = element_text(angle = 90, size = 8)) +
  theme(plot.title = element_text(size = 10)) +
  theme(legend.title = element_blank()) + 
  theme(legend.position = "right") + 
  theme(axis.text.x = element_blank())
```

#### 1.4.3 Average Banner Click Rate per Day

**Chart 1.3.3.** Average Banner Click Rate per Day

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
# - pFrame
ppFrame <- pFrame %>% 
  dplyr::select(day, click_rate) %>% 
  dplyr::group_by(day) %>% 
  dplyr::summarise(avg_click_rate = mean(click_rate))
  
ggplot(ppFrame, aes(x = day, 
                    y = avg_click_rate, 
                    label = round(avg_click_rate, 2))) +
  geom_path(size = .25, group = 1, color = "darkblue") +
  geom_point(size = 1.5, color = "darkblue") + 
  geom_point(size = 1, color = "white") + 
  ggtitle('Occasional Editors 2021: Average Banner Click Rate') +
  theme_minimal() + 
  geom_label_repel(size = 3.5, show.legend = FALSE) + 
  scale_y_continuous(labels = comma) +
  theme(axis.text.x = element_text(angle = 90, size = 8)) +
  theme(plot.title = element_text(size = 10)) +
  theme(legend.title = element_blank()) + 
  theme(legend.position = "right") + 
  theme(axis.text.x = element_text(angle = 90))
```

## 2. Pageviews

### 2.1 Pageviews Overview

**Chart 2.1.1.** Pageviews Overview. 

```{r echo = T, eval = T, warning = 'hide', message = FALSE, fig.height  = 10}
dataSet <- read.csv(
  '_reporting/2021_OccasionalEditors_Pageviews.csv',
                    header = T,
                    row.names = 1,
                    check.names = F,
                    stringsAsFactors = F)
dataSet$V1 <- NULL
dataSet <- dataSet %>% 
  dplyr::filter(!(grepl("2021-11", date)))
dataSet$Tag <- sapply(dataSet$Tag, function(x) {
  if (grepl("ipad$", x)) {
    "ipad"
  } else if (grepl("mobile$", x)) {
    "mobile"
  } else {
    "desktop"
  }
})
dataSet$Page <- sapply(dataSet$Page, function(x) {
  if (grepl("F%C3%B6rderangebote", x)) {
    return("Förderung/Förderangebote")
  } else if (grepl("DeinEngagement", x)) {
    return("DeinEngagement ")
  } else {
    return("LerneWikipedia")
  }
})
dataSet <- dataSet %>% 
  dplyr::select(-campaign) %>% 
  dplyr::group_by(date, Tag, Page) %>% 
  dplyr::summarise(Pageviews = sum(Pageviews))

# - Visualize w. {ggplot2}
ggplot(dataSet, aes(x = date,
                    y = log(Pageviews),
                    group = Page,
                    color = Page,
                    fill = Page,
                    label = Pageviews,
                    )) + 
  geom_path(size = .25) + 
  geom_point(size = 1.5) +
  geom_point(size = 1, color = "white") +
  scale_y_continuous(labels = comma) +
  ggtitle('Occasional Editors 2021: Pageviews') +
  ylab("log(Pageviews)") + 
  theme_minimal() + 
  geom_text_repel(size = 6, show.legend = FALSE) + 
  facet_wrap(~Tag, ncol = 2) + 
  theme(axis.text.x = element_text(angle = 90, size = 12)) +
  theme(plot.title = element_text(size = 15)) +
  theme(legend.title = element_blank()) + 
  theme(legend.text = element_text(size = 15)) +
  theme(strip.text =  element_text(size = 15)) +
  theme(legend.position = "top")
```


**Table 2.2.1.** Pageviews Overview

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
### --- Full Dataset (Table Report)
datatable(dataSet %>% arrange(desc(Pageviews)))
```

### 2.2 Pageviews Daily

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
pFrame <- dataSet %>% 
  dplyr::select(date, Pageviews) %>% 
  dplyr::group_by(date) %>% 
  dplyr::summarise(Pageviews = sum(Pageviews))

# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = date,
                    y = Pageviews,
                    label = Pageviews,
                    )) + 
  geom_line(size = .25, group = 1) + 
  geom_point(size = 1.5) +
  geom_point(size = 1, color = "white") +
  scale_y_continuous(labels = comma) +
  ggtitle('Occasional Editors 2021: Pageviews') +
  theme_minimal() + 
  geom_text_repel(size = 6, show.legend = FALSE) + 
  theme(axis.text.x = element_text(angle = 90, size = 12)) +
  theme(plot.title = element_text(size = 15)) +
  theme(legend.title = element_blank()) + 
  theme(legend.text = element_text(size = 15)) +
  theme(legend.position = "top")
```

### 2.3 Pageviews per Tag

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
pFrame <- dataSet %>% 
  dplyr::select(Tag, Pageviews) %>% 
  dplyr::group_by(Tag) %>% 
  dplyr::summarise(Pageviews = sum(Pageviews))

# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = Tag,
                   y = Pageviews,
                   label = Pageviews)) +
  geom_bar(stat = "identity", fill = "deepskyblue") +
  scale_y_continuous(labels = comma) +
  ggtitle('Occasional Editors 2021: Pageviews') +
  theme_minimal() + 
  geom_text_repel(size = 6, show.legend = FALSE) + 
  theme(axis.text.x = element_text(angle = 90, size = 12)) +
  theme(plot.title = element_text(size = 15)) +
  theme(legend.title = element_blank()) + 
  theme(legend.text = element_text(size = 15)) +
  theme(legend.position = "top")
```

#### 2.3.1 Pageviews per Tag: pageviews per device - Landing Page 1 (DeinEngagement) only

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
pFrame <- dataSet %>% 
  ungroup() %>% 
  dplyr::filter(Page == "DeinEngagement ") %>% 
  dplyr::select(Tag, Pageviews) %>% 
  dplyr::group_by(Tag) %>% 
  dplyr::summarise(Pageviews = sum(Pageviews))

# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = Tag,
                   y = Pageviews,
                   label = Pageviews)) +
  geom_bar(stat = "identity", fill = "deepskyblue") +
  scale_y_continuous(labels = comma) +
  ggtitle('Occasional Editors 2021: Pageviews') +
  theme_minimal() + 
  geom_text_repel(size = 6, show.legend = FALSE) + 
  theme(axis.text.x = element_text(angle = 90, size = 12)) +
  theme(plot.title = element_text(size = 15)) +
  theme(legend.title = element_blank()) + 
  theme(legend.text = element_text(size = 15)) +
  theme(legend.position = "top")
```

#### 2.3.2 Pageviews per Tag: pageviews per device - Landing Pages 2a and 2b

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
pFrame <- dataSet %>% 
  ungroup() %>% 
  dplyr::filter(Page != "DeinEngagement ") %>% 
  dplyr::select(Tag, Pageviews) %>% 
  dplyr::group_by(Tag) %>% 
  dplyr::summarise(Pageviews = sum(Pageviews))

# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = Tag,
                   y = Pageviews,
                   label = Pageviews)) +
  geom_bar(stat = "identity", fill = "deepskyblue") +
  scale_y_continuous(labels = comma) +
  ggtitle('Occasional Editors 2021: Pageviews') +
  theme_minimal() + 
  geom_text_repel(size = 6, show.legend = FALSE) + 
  theme(axis.text.x = element_text(angle = 90, size = 12)) +
  theme(plot.title = element_text(size = 15)) +
  theme(legend.title = element_blank()) + 
  theme(legend.text = element_text(size = 15)) +
  theme(legend.position = "top")
```

### 2.4 Pageviews per Page

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
pFrame <- dataSet %>% 
  dplyr::select(Page, Pageviews) %>% 
  dplyr::group_by(Page) %>% 
  dplyr::summarise(Pageviews = sum(Pageviews))

# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = Page,
                   y = Pageviews,
                   label = Pageviews)) +
  geom_bar(stat = "identity", fill = "darkorange") +
  scale_y_continuous(labels = comma) +
  ggtitle('Occasional Editors 2021: Pageviews') +
  theme_minimal() + 
  geom_text_repel(size = 6, show.legend = FALSE) + 
  theme(axis.text.x = element_text(angle = 90, size = 12)) +
  theme(plot.title = element_text(size = 15)) +
  theme(legend.title = element_blank()) + 
  theme(legend.text = element_text(size = 15)) +
  theme(legend.position = "top")
```


## 3. Editing Behaviour

```{r echo = T, eval = T, warning = 'hide', message = FALSE, fig.height  = 10}
dataSet <- read.csv(
  '_analytics/userEdits_FINAL_ANON.csv',
                    header = T,
                    row.names = 1,
                    check.names = F,
                    stringsAsFactors = F)
dataSet$banner <- sapply(dataSet$banner, function(x) {
  if (grepl("ipad$", x)) {
    "ipad"
  } else if (grepl("mobile$", x)) {
    "mobile"
  } else {
    "desktop"
  }
})
```

### 3.1 Edits per tag

Edits per tag **during the campaign**:

```{r echo = T, eval = T, warning = 'hide', message = FALSE, fig.height  = 10}
pFrame <- dataSet %>% 
  dplyr::filter(!is.na(ts_revision)) %>% 
  dplyr::filter(campaignDay == "Campaign") %>%
  dplyr::select(banner) %>% 
  dplyr::group_by(banner) %>% 
  dplyr::summarise(edits = n())
# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = banner,
                   y = edits,
                   label = edits)) +
  geom_bar(stat = "identity", fill = "darkRed") +
  scale_y_continuous(labels = comma) +
  ggtitle('Occasional Editors 2021: Edits') +
  theme_minimal() + 
  geom_text_repel(size = 6, show.legend = FALSE) + 
  theme(axis.text.x = element_text(angle = 90, size = 12)) +
  theme(plot.title = element_text(size = 15)) +
  theme(legend.title = element_blank()) + 
  theme(legend.text = element_text(size = 15)) +
  theme(legend.position = "top")
```


### 3.2 Daily edits per tag

Daily edits per tag **during the campaign**:

```{r echo = T, eval = T, warning = 'hide', message = FALSE, fig.height  = 10}
pFrame <- dataSet %>% 
  dplyr::filter(!is.na(ts_revision)) %>%
  dplyr::filter(campaignDay == "Campaign") %>%
  dplyr::select(banner, ts_revision)
pFrame <- pFrame %>%
  dplyr::group_by(banner, ts_revision) %>%
  dplyr::summarise(edits = n())
pFrame$ts_revision <- as.factor(pFrame$ts_revision)
# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = ts_revision,
                   y = log(edits),
                   label = edits, 
                   group = banner, 
                   color = banner,
                   fill = banner)) +
  geom_point(size = 1.5) + 
  geom_point(size = 1, color = "white") + 
  geom_line(size = .25) +
  scale_y_continuous(labels = comma) +
  ggtitle('Occasional Editors 2021: Edits') +
  xlab("Day") + ylab("Log(edits)") +
  theme_minimal() + 
  geom_text_repel(size = 6, show.legend = FALSE) + 
  theme(axis.text.x = element_text(angle = 90, size = 12)) +
  theme(plot.title = element_text(size = 15)) +
  theme(legend.title = element_blank()) + 
  theme(legend.text = element_text(size = 15)) +
  theme(legend.position = "top")
```

### 3.4 Daily edits (total)

Daily edits (total) **during the campaign**:

```{r echo = T, eval = T, warning = 'hide', message = FALSE, fig.height  = 10}
pFrame <- pFrame %>%
  dplyr::select(ts_revision, edits) %>% 
  dplyr::group_by(ts_revision) %>%
  dplyr::summarise(edits = sum(edits))
pFrame$ts_revision <- as.factor(pFrame$ts_revision)
# - Visualize w. {ggplot2}
ggplot(pFrame, aes(x = ts_revision,
                   y = log(edits),
                   label = edits)) +
  geom_line(size = .25, group = 1, color = "darkred") +
  geom_point(size = 1.5, color = "darkred") + 
  geom_point(size = 1, color = "white") + 
  scale_y_continuous(labels = comma) +
  ggtitle('Occasional Editors 2021: Edits') +
  xlab("Day") + ylab("Log(edits)") +
  theme_minimal() + 
  geom_text_repel(size = 6, show.legend = FALSE) + 
  theme(axis.text.x = element_text(angle = 90, size = 12)) +
  theme(plot.title = element_text(size = 15)) +
  theme(legend.title = element_blank()) + 
  theme(legend.text = element_text(size = 15)) +
  theme(legend.position = "top")
```

### 3.4 Edit classes

The following overview of edit classes includes the `0/1` edits class split and 

```{r echo = T, eval = T, warning = 'hide', message = FALSE, fig.height  = 10}
editorFrame <- expand.grid(anon_userid = unique(dataSet$anon_userid),
                           campaignDay = unique(dataSet$campaignDay))
editorFrame <- dplyr::filter(editorFrame, !is.na(campaignDay))
ds <- dataSet %>% 
  dplyr::select(anon_userid, campaignDay, ts_revision)
editorFrame <- editorFrame %>% 
  dplyr::left_join(ds, 
                   by = c("anon_userid", "campaignDay"))
editorFrame$ts_revision <- ifelse(is.na(editorFrame$ts_revision), 
                                  0, 
                                  1)
editorFrame <- editorFrame %>% 
  dplyr::select(anon_userid, campaignDay, ts_revision) %>% 
  dplyr::group_by(anon_userid, campaignDay) %>% 
  dplyr::summarise(edits = sum(ts_revision))

editorFrameTotal <- editorFrame %>% 
  dplyr::select(anon_userid, edits) %>% 
  dplyr::group_by(anon_userid) %>% 
  dplyr::summarise(edits = sum(edits))

editBoundaries <- list(
  c(0, 0),
  c(1, 1), 
  c(2, 4),
  c(5, 9),
  c(10, 20),
  c(21, 50),
  c(51, 100)
)

editorFrameTotal$editClass <- sapply(editorFrameTotal$edits, function(x) {
  wEC <- sapply(editBoundaries, function(y) {
    x >= y[1] & x <= y[2]
  })
  if (sum(wEC) == 0) {
    return(">= 100")
  } else {
    return(paste0("(",
                  editBoundaries[[which(wEC)]][1],
                  " - ",
                  editBoundaries[[which(wEC)]][2], 
                  ")"
                  )
    )
  }
})

editClass <- as.data.frame(table(editorFrameTotal$editClass), 
                           stringsAsFactors = F)
editClass[editClass == "(0 - 0)"] <- "0"
editClass[editClass == "(1 - 1)"] <- "1"
colnames(editClass) <- c('Edit Class', 'Num.Users')
editClass$order <- as.numeric(sapply(editClass$`Edit Class`, function(x) {
  lower <- str_extract(x, '[[:digit:]]+')
}))
editClass <- arrange(editClass, order)
editClass$order <- NULL
datatable(editClass)
```

### 3.5 Daily user edits before, during, and after campaign

```{r echo = T, eval = T, warning = 'hide', message = FALSE, fig.width = 8, fig.height = 6.5}
pFrame <- dataSet %>% 
  dplyr::filter(!is.na(ts_revision)) %>% 
  dplyr::select(ts_revision, campaignDay) %>% 
  dplyr::group_by(ts_revision, campaignDay) %>% 
  dplyr::summarise(Edits = n())
colnames(pFrame) <- c("date", "campaign", "Edits")
ggplot(pFrame, aes(x = date,
                   y = Edits,
                   group = campaign,
                   color = campaign,
                   fill = campaign,
                   label = Edits,
                    )) + 
  geom_path(size = .5) + 
  geom_point(size = 1.5) +
  geom_point(size = 1, fill = "white", color = "white") +
  geom_text_repel(size = 3.5, show.legend = FALSE) + 
  scale_y_continuous(labels = comma) +
  ggtitle('2021 WMDE Occasional Editors Banner Campaign') +
  xlab("Date") + ylab("Edits") + 
  theme_minimal() + 
  theme(axis.text.x = element_text(angle = 90, size = 6)) +
  theme(plot.title = element_text(size = 10)) +
  theme(legend.title = element_blank()) + 
  theme(legend.position = "top")
```

```{r echo = T, eval = T, warning = 'hide', message = FALSE}
tFrame <- pFrame %>% 
  dplyr::select(campaign, Edits) %>% 
  dplyr::group_by(campaign) %>% 
  dplyr::summarise(totalEdits = sum(Edits),
                   avgEdits = round(mean(Edits), 2))
DT::datatable(tFrame)
```

**Edit Classes: Before Campaign**

```{r echo = T, eval = T, warning = 'hide', message = FALSE, fig.height  = 10}
editorFrame <- expand.grid(anon_userid = unique(dataSet$anon_userid),
                           campaignDay = unique(dataSet$campaignDay))
editorFrame <- dplyr::filter(editorFrame, !is.na(campaignDay))
ds <- dataSet %>% 
  dplyr::select(anon_userid, campaignDay, ts_revision)
editorFrame <- editorFrame %>% 
  dplyr::left_join(ds, 
                   by = c("anon_userid", "campaignDay"))
editorFrame$ts_revision <- ifelse(is.na(editorFrame$ts_revision), 
                                  0, 
                                  1)
editorFrame <- editorFrame %>% 
  dplyr::select(anon_userid, campaignDay, ts_revision) %>% 
  dplyr::group_by(anon_userid, campaignDay) %>% 
  dplyr::summarise(edits = sum(ts_revision)) %>% 
  dplyr::filter(campaignDay == "beforeCampaign")

editBoundaries <- list(
  c(0, 0),
  c(1, 1), 
  c(2, 4),
  c(5, 9),
  c(10, 20),
  c(21, 50),
  c(51, 100)
)

editorFrame$editClass <- sapply(editorFrame$edits, function(x) {
  wEC <- sapply(editBoundaries, function(y) {
    x >= y[1] & x <= y[2]
  })
  if (sum(wEC) == 0) {
    return(">= 100")
  } else {
    return(paste0("(",
                  editBoundaries[[which(wEC)]][1],
                  " - ",
                  editBoundaries[[which(wEC)]][2], 
                  ")"
                  )
    )
  }
})

editClass <- as.data.frame(table(editorFrame$editClass), 
                           stringsAsFactors = F)
editClass[editClass == "(0 - 0)"] <- "0"
editClass[editClass == "(1 - 1)"] <- "1"
colnames(editClass) <- c('Edit Class', 'Num.Users')
editClass$order <- as.numeric(sapply(editClass$`Edit Class`, function(x) {
  lower <- str_extract(x, '[[:digit:]]+')
}))
editClass <- arrange(editClass, order)
editClass$order <- NULL
datatable(editClass)
```

**Edit Classes: During Campaign**

```{r echo = T, eval = T, warning = 'hide', message = FALSE, fig.height  = 10}
editorFrame <- expand.grid(anon_userid = unique(dataSet$anon_userid),
                           campaignDay = unique(dataSet$campaignDay))
editorFrame <- dplyr::filter(editorFrame, !is.na(campaignDay))
ds <- dataSet %>% 
  dplyr::select(anon_userid, campaignDay, ts_revision)
editorFrame <- editorFrame %>% 
  dplyr::left_join(ds, 
                   by = c("anon_userid", "campaignDay"))
editorFrame$ts_revision <- ifelse(is.na(editorFrame$ts_revision), 
                                  0, 
                                  1)
editorFrame <- editorFrame %>% 
  dplyr::select(anon_userid, campaignDay, ts_revision) %>% 
  dplyr::group_by(anon_userid, campaignDay) %>% 
  dplyr::summarise(edits = sum(ts_revision)) %>% 
  dplyr::filter(campaignDay == "Campaign")

editBoundaries <- list(
  c(0, 0),
  c(1, 1), 
  c(2, 4),
  c(5, 9),
  c(10, 20),
  c(21, 50),
  c(51, 100)
)

editorFrame$editClass <- sapply(editorFrame$edits, function(x) {
  wEC <- sapply(editBoundaries, function(y) {
    x >= y[1] & x <= y[2]
  })
  if (sum(wEC) == 0) {
    return(">= 100")
  } else {
    return(paste0("(",
                  editBoundaries[[which(wEC)]][1],
                  " - ",
                  editBoundaries[[which(wEC)]][2], 
                  ")"
                  )
    )
  }
})

editClass <- as.data.frame(table(editorFrame$editClass), 
                           stringsAsFactors = F)
editClass[editClass == "(0 - 0)"] <- "0"
editClass[editClass == "(1 - 1)"] <- "1"
colnames(editClass) <- c('Edit Class', 'Num.Users')
editClass$order <- as.numeric(sapply(editClass$`Edit Class`, function(x) {
  lower <- str_extract(x, '[[:digit:]]+')
}))
editClass <- arrange(editClass, order)
editClass$order <- NULL
datatable(editClass)
```

**Edit Classes: After Campaign**

```{r echo = T, eval = T, warning = 'hide', message = FALSE, fig.height  = 10}
editorFrame <- expand.grid(anon_userid = unique(dataSet$anon_userid),
                           campaignDay = unique(dataSet$campaignDay))
editorFrame <- dplyr::filter(editorFrame, !is.na(campaignDay))
ds <- dataSet %>% 
  dplyr::select(anon_userid, campaignDay, ts_revision)
editorFrame <- editorFrame %>% 
  dplyr::left_join(ds, 
                   by = c("anon_userid", "campaignDay"))
editorFrame$ts_revision <- ifelse(is.na(editorFrame$ts_revision), 
                                  0, 
                                  1)
editorFrame <- editorFrame %>% 
  dplyr::select(anon_userid, campaignDay, ts_revision) %>% 
  dplyr::group_by(anon_userid, campaignDay) %>% 
  dplyr::summarise(edits = sum(ts_revision)) %>% 
  dplyr::filter(campaignDay == "afterCampaign")

editBoundaries <- list(
  c(0, 0),
  c(1, 1), 
  c(2, 4),
  c(5, 9),
  c(10, 20),
  c(21, 50),
  c(51, 100)
)

editorFrame$editClass <- sapply(editorFrame$edits, function(x) {
  wEC <- sapply(editBoundaries, function(y) {
    x >= y[1] & x <= y[2]
  })
  if (sum(wEC) == 0) {
    return(">= 100")
  } else {
    return(paste0("(",
                  editBoundaries[[which(wEC)]][1],
                  " - ",
                  editBoundaries[[which(wEC)]][2], 
                  ")"
                  )
    )
  }
})

editClass <- as.data.frame(table(editorFrame$editClass), 
                           stringsAsFactors = F)
editClass[editClass == "(0 - 0)"] <- "0"
editClass[editClass == "(1 - 1)"] <- "1"
colnames(editClass) <- c('Edit Class', 'Num.Users')
editClass$order <- as.numeric(sapply(editClass$`Edit Class`, function(x) {
  lower <- str_extract(x, '[[:digit:]]+')
}))
editClass <- arrange(editClass, order)
editClass$order <- NULL
datatable(editClass)
```


```{r echo = T, eval = T, warning = 'hide', message = FALSE, fig.width = 8, fig.height = 6.5}
dewikiEdits <- read.csv(paste0(getwd(),"/_reporting/", "avg_edits_dewiki.csv"),
                      header = TRUE, 
                      check.names = FALSE,
                      row.names = 1,
                      stringsAsFactors = FALSE)
dewikiEdits$dateType <- as.character(dewikiEdits$revactor_timestamp)
dewikiEdits$dateType <- substr(dewikiEdits$dateType, 1, 8)
dewikiEdits$dateType <- sapply(dewikiEdits$dateType, function(x) {
  d <- paste0(
      substr(x, 1, 4), 
      "-",
      substr(x, 5, 6),
      "-",
      substr(x, 7, 8)
    )
  return(d)
})
dewikiEdits <- dplyr::arrange(dewikiEdits, dateType) %>% 
  dplyr::select(user_id, dateType)

campaignDays <- c("2021-10-18", "2021-10-19", "2021-10-20", "2021-10-21", "2021-10-22", "2021-10-23",
                  "2021-10-24", "2021-10-25", "2021-10-26", "2021-10-27", "2021-10-28", "2021-10-29",
                  "2021-10-30", "2021-10-31")

dewikiEdits <- dewikiEdits %>% 
  select(dateType) %>% 
  group_by(dateType) %>% 
  summarise(Edits = n())
dewikiEdits <- arrange(dewikiEdits, dateType)
dewikiEdits$campaign <- sapply(dewikiEdits$dateType, function(x) {
  if (x < "2021-10-18") {
    return("Before Campaign")
  } else if (x > "2021-10-31") {
    return("After Campaign") 
  } else {
    return("Campaign")
  }
})

campaignBefore <- mean(pFrame$Edits[pFrame$campaign == "beforeCampaign"])
campaign <- mean(pFrame$Edits[pFrame$campaign == "Campaign"])
campaignAfter <- mean(pFrame$Edits[pFrame$campaign == "afterCampaign"])

dewikiBefore <- mean(dewikiEdits$Edits[dewikiEdits$campaign == "Before Campaign"])
dewiki <- mean(dewikiEdits$Edits[dewikiEdits$campaign == "Campaign"])
dewikiAfter <- mean(dewikiEdits$Edits[dewikiEdits$campaign == "After Campaign"])
```

In comparison to the overall edits in `dewiki`, in the same time span as in the chart above:

- before the campaign, the campaign users made `r round(campaignBefore,2)` edits on the average daily, while in `dewiki` we find `r round(dewikiBefore, 2)` edits;
- during the campaign, the campaign users made `r round(campaign, 2)` edits on the average daily, while in `dewiki` we find `r round(dewiki, 2)` edits;
- and after the campaign, the campaign users made `r round(campaignAfter, 2)` edits on the average daily, while in `dewiki` we find `r round(dewikiAfter, 2)` edits;
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