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<!DOCTYPE html>
<html>
<head>
<title>Data Visualization using R</title>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="chrome=1">
<meta name="generator" content="pandoc" />
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="apple-mobile-web-app-capable" content="yes">
<base target="_blank">
<script type="text/javascript">
var SLIDE_CONFIG = {
// Slide settings
settings: {
title: 'Data Visualization using R',
subtitle: 'Day 2',
useBuilds: true,
usePrettify: true,
enableSlideAreas: true,
enableTouch: true,
favIcon: 'www/logo_full.png',
},
// Author information
presenters: [
{
name: 'Arsénio Nhacolo, Joe Brew and Ben Brew' ,
company: '',
gplus: '',
twitter: '',
www: '',
github: ''
},
]
};
</script>
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Araw2f6ICggwKv43AVD%2BsAFQkQPd%2FCkB5o%2B0YD%2F9dgABAIX%2F7AQdBbYAGgA6QB8PAxkUCBQXAwQcGwARS1kAAAYVFRhMWRUGBgxLWQYZAD8rABg%2FKxESADkYLysREgEXOREzETMxMAEyBBUUACMiJzUeATMyNjUQISIHJxMhFSEDNgIt5wEJ%2Ft%2F%2B94JG0GWww%2F6JX59WNwLX%2FbclcwN95cfj%2Fv5PoC0zpp0BMh03AqyZ%2FkkXAAAAAAIAdf%2FsBC8FywAWACQAREAjGhELISEAAAYRAyYlDAsOHU1ZCw4OFAMUF0tZFBkDCE1ZAwcAPysAGD8rERIAORgvOSsRADMREgEXOREzETMRMzEwExAAITIXFSYjIgIDMzYzMhYVFAIjIgAFMjY1NCYjIg4BFRQeAXUBTwFIcUFNY%2Bv4DAxu7sXj%2BdTj%2FvYB646dkpFalllQkwJxAa8BqxOPGf7b%2Fsas7szk%2FvsBVcizqZGmSoJGZ7JoAAAAAQBeAAAEKwW2AAYAH0AQAQUFAAIDBwgDAkxZAwYAGAA%2FPysREgEXOREzMTAhASE1IRUBAR0CXvzjA839qgUdmYX6zwADAGj%2F7AQpBcsAFgAiAC4ATUApFw8mFCwDHQkJAwYRFA8GLzAGESkgKSBLWSkpDAAMGk1ZDBkAI01ZAAcAPysAGD8rERIAORgvKxESADk5ERIBFzkRMxEzETMRMzEwATIWFRQGBx4BFRQGIyImNTQlLgE1NDYDFBYzMjY1NCYnDgEBIgYVFBYXPgE1NCYCSMjqhpOylv7d6vwBMop463enl5WmnMKVhgE6fY52n493kQXLuqRssklVu3u22c28%2B4xOtXCfvfumeIaMemGXR0CbA2d4ZFyEQjyKXGV3AAAAAAIAav%2FsBCUFywAXACUAQUAiGxEiCgoAAAQRAyYnDh5NWQsUDg4CFBQYS1kUBwIHTVkCGQA%2FKwAYPysREgA5GC8SOSsREgEXOREzETMRMzEwARAhIic1FjMyEhMjDgEjIiY1NAAzMhYSASIGFRQWMzI%2BATU0LgEEJf1odERQZvD1Cww3tnLC5AD%2F0JXfeP4Uj5yQk1uZWFKTA0b8phSPGgEpATNTV%2BjQ5AEImf7bATC4pJClSoBGabJmAAAAAgCY%2F%2BMBiQRkAAsAFQAoQBQQBgYMAAAWFw4TT1kOEAkDT1kJFgA%2FKwAYPysREgE5ETMzETMxMDc0NjMyFhUUBiMiJhE0MzIVFAYjIiaYPTk6QUI5M0N2e0I5M0NqQ0VFQ0FGPwO7h4dBRj8AAgA%2F%2FvgBhQRkAAgAEgAiQBABDQ0FCQkUEwsQT1kLEAUAAC%2FNPysREgE5ETMzETMxMCUXBgIHIzYSNwM0MzIVFAYjIiYBXg8aYjV9G0ENFXd7Qjk6Pe4XZP73cmgBMlwC74eHQUZGAAABAGgA8gQpBNkABgAVQAkEAAUBBAcIAwAALy8REgEXOTEwJQE1ARUJAQQp%2FD8DwfzyAw7yAaZiAd%2BV%2Fo3%2BuAAAAgB3AcEEGQPjAAMABwAqQBUHAgQAAgAJCAQFUFkEAQBQWQ8BAQEAL10rABgvKxESATk5ETMRMzEwEzUhFQE1IRV3A6L8XgOiA1qJif5niYkAAAAAAQBoAPIEKQTZAAYAFUAJBQECAAQHCAYDAC8vERIBFzkxMBMJATUBFQFoAw%2F88QPB%2FD8BiQFGAXWV%2FiFi%2FloAAAIAG%2F%2FjAzkFywAbACYAOUAdIRwbAAcTEwAcDgQnKAAAJBAkHk9ZJBYQCklZEAQAPysAGD8rERIAORgvERIBFzkRMxEzETMxMAE1NDY3PgE1NCYjIgYHJzYzMhYVFA4BBw4BHQEDNDMyFhUUBiMiJgEhSGKIR4N7T5ZhO73Ov9QnTH5lQbJ4Oj9AOTREAZM2dZdUc3RSZm8lMYdjvKtJb2NuVnJfIf7XiEZCQEc%2FAAAAAgB5%2F0YGuAW0ADUAPwBFQCIjLjYOOwcUGwAAKRQOLgVAQRg4OAQ9CBELEQsRKx8yAyYrAC8zPzMSOTkvLxI5MjMzETMREgEXOREzETMzETMRMzEwARQOASMiJicjDgEjIiY1NBIzMhYXAxUUMzI2NTQCJCMiBAIVEAAhMjcVBiMgABEQEiQhMgQSARQzMhsBJiMiBga4WKBoVnYLCCiVZpap7MBErEUZhVtylP7vsd%2F%2Btq4BQgEv0uLA9P6V%2Fm%2FWAYwBANcBT7f79sPPEg5IVYKTAtmO7IJoUVdizbDMAP8ZFv4qFrLXrLUBEJO5%2Fqnh%2Fs%2F%2BuFaFVAGPAWYBBAGW37X%2Bs%2F6k%2FgE5AQUUtAAAAAACAAAAAAUQBbwABwAOADlAHgIOCwgBBQADAAcDBAcEEA8OAklZCwUODgQFAwAEEgA%2FMz8SOS8SOSsREgE5OREzETMREhc5MTAhAyEDIwEzCQEDJicGBwMEYLb9trSsAkKPAj%2F%2BZaohIxYprAHR%2Fi8FvPpEAmoBxVZ9YHP%2BOwAAAAMAyQAABL4FtgAOABcAIABJQCYTBB0KDxkZDgoEBw4EISIIDxgPGEpZDw8OAA4ZSlkOEgAXSlkAAwA%2FKwAYPysREgA5GC8rERIAORESARc5ETMRMxEzETMxMBMhIAQVFAYHFQQRFAQjIRMhMjY1NCYrARkBITI2NTQmI8kBnQEjAQSRiwFN%2Fvfu%2FgKqARi0nrDA%2BgExsbO3uwW2rryCqRkKOf7bxNwDRHGGe239kf3diZKIgAAAAAABAH3%2F7ATPBcsAFgAmQBQDDhQJDgMXGBIASVkSBAsGSVkLEwA%2FKwAYPysREgEXOREzMTABIgAREAAzMjcVBiMgABE0EiQzMhcHJgM78f7pAQ35mcSY3%2F69%2FqGpAT%2FY5qxIpgUz%2Fr%2F%2B6f7h%2Fsc3lTkBiAFp4gFUuFSSTgAAAgDJAAAFWAW2AAgAEQAoQBQOBAkABAASEwUNSlkFAwQOSlkEEgA%2FKwAYPysREgE5OREzETMxMAEQACkBESEgAAMQACEjETMgAAVY%2Fnf%2Bj%2F5rAcABVQF6tP7h%2FuX3zwEwATIC6f6W%2FoEFtv6G%2FqcBHgEi%2B3ABKwAAAQDJAAAD%2BAW2AAsAOkAfBgoKAQQACAEEDA0GCUlZBgYBAgIFSVkCAwEKSVkBEgA%2FKwAYPysREgA5GC8rERIBFzkRMxEzMTApAREhFSERIRUhESED%2BPzRAy%2F9ewJe%2FaIChQW2l%2F4plv3mAAAAAQDJAAAD%2BAW2AAkAMkAaBgAAAQMIAQMKCwYJSVkGBgECAgVJWQIDARIAPz8rERIAORgvKxESARc5ETMRMzEwISMRIRUhESEVIQFzqgMv%2FXsCXv2iBbaX%2FemXAAABAH3%2F7AU9BcsAGwA6QB8UCBkCAg4bCAQcHQAbSVkAAAUMDBFJWQwEBRdJWQUTAD8rABg%2FKxESADkYLysREgEXOREzETMxMAEhEQ4BIyAAETQSJDMyFwcmIyAAERAAITI3ESEDTAHxdPCe%2FrT%2BjrcBWOfqykLGt%2F71%2FtQBIQEYmJH%2BuQL%2B%2FTklJgGLAWTkAVe1VpZU%2FsL%2B5v7Y%2Fs4jAcIAAQDJAAAFHwW2AAsAM0AZCQEBAAgEBAUABQ0MCANJWQgIBQoGAwEFEgA%2FMz8zEjkvKxESATk5ETMRMxEzETMxMCEjESERIxEzESERMwUfqvz%2BqqoDAqoCsP1QBbb9kgJuAAAAAAEAyQAAAXMFtgADABG2AAQFAQMAEgA%2FPxESATkxMDMRMxHJqgW2%2BkoAAAAAAf9g%2Fn8BaAW2AA0AHUANCwgIDg8JAwAFSVkAIgA%2FKwAYPxESATkRMzEwAyInNRYzMjY1ETMRFAYMXjZHTWNnqsD%2BfxuRFHhxBbb6WL7RAAABAMkAAATpBbYACwAqQBUIBAQFBQILCgAFDQwCCAUJBgMBBRIAPzM%2FMxI5ORESARc5ETMRMzEwISMBBxEjETMRATMBBOnI%2FeuZqqoCl8n9tALFiP3DBbb9KwLV%2FYUAAAABAMkAAAP4BbYABQAfQA4DAAAEBgcBAwADSVkAEgA%2FKwAYPxESATk5ETMxMDMRMxEhFcmqAoUFtvrkmgABAMkAAAZxBbYAEwAyQBgIBQUGCw4ODQYNFBUBChEDBgsHAw4ABhIAPzMzPzMSFzkREgE5OREzETMRMxEzMTAhASMWFREjESEBMwEzESMRNDcjAQNQ%2FhAIDp0BAAHPCAHT%2FqoOCP4MBRCa1PxeBbb7SgS2%2BkoDrqK%2B%2BvIAAQDJAAAFPwW2ABAALkAVCQYGBwEPDwAHABESCwMHDwgDAQcSAD8zPzMSOTkREgE5OREzETMRMxEzMTAhIwEjFhURIxEzATMmAjcRMwU%2FwvzhCBCdwAMdCAIOAp8Ey9i0%2FMEFtvs6GwElPwNHAAAAAAIAff%2FsBb4FzQALABcAKEAUEgAMBgAGGRgJFUlZCQQDD0lZAxMAPysAGD8rERIBOTkRMxEzMTABEAAhIAAREAAhIAABEBIzMhIREAIjIgIFvv6d%2FsT%2Bvf6hAWABRAE7AWL7c%2F3x8%2Fj38vP9At3%2Bof5uAYsBaAFlAYn%2BcP6g%2Ftf%2BzQEyASoBJwEx%2Fs0AAgDJAAAEaAW2AAkAEgA0QBoKBQUGDgAGABMUCgRKWQoKBgcHEkpZBwMGEgA%2FPysREgA5GC8rERIBOTkRMxEzETMxMAEUBCEjESMRISABMzI2NTQmKwEEaP7R%2FuasqgF7AiT9C5niyr7JvgQM3u%2F9wQW2%2FRuSoZGOAAAAAAIAff6kBb4FzQAPABsANEAbEAoWAAAEAwoEHB0DDQcNGUlZDQQHE0lZBQcTAD%2FGKwAYPysREgA5ERIBFzkRMxEzMTABEAIHASMBByAAERAAISAAARASMzISERACIyICBb7izgFc9%2F7jN%2F69%2FqEBYAFEATsBYvtz%2FfHz%2BPfy8%2F0C3f7n%2FoxC%2FpYBSgIBiwFoAWUBif5w%2FqD%2B1%2F7NATIBKgEnATH%2BzQAAAAIAyQAABM8FtgAMABUASEAlDQEBAgwJEQcLCgoHCQIEFhcJDQANAEpZDQ0CAwMVSVkDAwsCEgA%2FMz8rERIAORgvKxESADkREgEXOREzETMRMxEzETMxMAERIxEhIAQVEAUBIwElMzI2NTQmKwEBc6oBkQENAQH%2B2gGNyf6e%2Fs%2FptKirvd0CYP2gBbbOz%2F7eZv1vAmCSj4%2BRgAAAAAEAav%2FsBAIFywAkADRAGx4TDAAAGBMFBCUmDB4DFhYbSVkWBAMJSVkDEwA%2FKwAYPysREgA5ORESARc5ETMRMzEwARQEIyAnNR4BMzI2NTQuAScuATU0NjMyFwcmIyIGFRQeARceAQQC%2Fujw%2FvyMWtRoqqw9j5LMr%2F7R2rc1tauHmDiFieatAYXB2EOkJiyBc0xhUjRJyKGpyFCUTHRnTGFRMVK8AAAAAAEAEgAABFoFtgAHACRAEgABBQEDAwgJBwMEA0lZBAMBEgA%2FPysRADMREgEXOREzMTAhIxEhNSEVIQKLqv4xBEj%2BMQUfl5cAAAEAuv%2FsBRkFtgARACVAERABCgcBBxMSEQgDBA1JWQQTAD8rABg%2FMxESATk5ETMRMzEwAREUACEgADURMxEUFjMyNjURBRn%2B0v74%2Fvj%2B36rIwrnIBbb8Tvr%2B4gEg%2FAOu%2FEa3xMW4A7gAAQAAAAAEwwW2AAoAGkALAQQMCwgDAAQDAxIAPz8zEjkREgE5OTEwATMBIwEzARYXNjcEDLf98aj99LQBUDoiJDoFtvpKBbb8TqOaoqEAAAABABsAAAdMBbYAGQAkQBAZChsaFQ4OBQkYEQoDAQkSAD8zPzMzEjk5ETMREgE5OTEwISMBLgEnBgcBIwEzExYXNjcBMwEWFzY3EzMFxaj%2B2RU0ARYw%2FuKo%2Fnu05zAWGzUBBrQBEzAhEzXmtAPTQcYUhJ38MwW2%2FHm%2BmrevA3n8f5vDjswDhQAAAQAIAAAElgW2AAsAI0ASBAYFCwoABg0MAggECQYDAQQSAD8zPzMSOTkREgEXOTEwISMJASMJATMJATMBBJbB%2Fnf%2BcLQB5v47vAFrAW61%2FjsCg%2F19AvwCuv29AkP9TAAAAQAAAAAEewW2AAgAIEAPBAUCBQcDCQoABQEHAwUSAD8%2FMxI5ERIBFzkRMzEwCQEzAREjEQEzAj0Bhrj%2BGKz%2BGboC2wLb%2FIH9yQIvA4cAAAABAFIAAAQ%2FBbYACQArQBcIAQMHAAcEAQQKCwUESVkFAwEISVkBEgA%2FKwAYPysREgEXOREzETMxMCkBNQEhNSEVASEEP%2FwTAwj9EAO%2F%2FPgDHoUEmJmF%2B2kAAQCm%2FrwCbwW2AAcAIEAOBgEEAAEACAkFAgMGAScAPzM%2FMxESATk5ETMRMzEwASERIRUhESECb%2F43Acn%2B3wEh%2FrwG%2Bo36IQAAAQAXAAAC3QW2AAMAE7cDAQQFAwMCEgA%2FPxESATk5MTATASMBugIjpv3gBbb6SgW2AAAAAAEAM%2F68AfwFtgAHACBADgMAAQYABggJAAcnAwQDAD8zPzMREgE5OREzETMxMBchESE1IREhMwEh%2Ft8Byf43tgXfjfkGAAAAAAEAMQInBCMFwQAGABhACQADBwgFAgAEAgAvLzMSORESATk5MTATATMBIwkBMQGyYwHdmP6M%2FrICJwOa%2FGYC6f0XAAAAAf%2F8%2FsUDmv9IAAMAEbUABQEEAQIALzMRATMRMzEwASE1IQOa%2FGIDnv7FgwABAYkE2QMSBiEACQATtgAECwoGgAEALxrNERIBOTkxMAEjLgEnNTMeARcDEm5BsijLIHIsBNk0wD8VRbU1AAAAAgBe%2F%2BwDzQRaABkAJABHQCUiCAseHhkZEggDJSYBAgseR1kCCwsAFRUPRlkVEAUaRlkFFgAVAD8%2FKwAYPysREgA5GC85KxEAMxESARc5ETMRMxEzMTAhJyMOASMiJjUQJTc1NCYjIgcnPgEzMhYVESUyNj0BBw4BFRQWA1IhCFKjeqO5AhO6b3qJrTNRwWHEvf4Om7Gmxq9tnGdJqJsBTBAGRIF7VH8sMq7A%2FRR1qpljBwdtc1peAAIAsP%2FsBHUGFAATAB8AREAiChcXDw8MHQMMAyAhDQAMFRIRChEGAAYaRlkGFgAURlkAEAA%2FKwAYPysREgA5OREzGD8%2FERIBOTkRMxEzETMRMzEwATISERACIyImJyMHIxEzERQHMzYXIgYVFBYzMjY1NCYCrtjv8dZrsTwMI3emCAh0zKqWmqqZlpYEWv7Z%2FvL%2B8v7VT1KNBhT%2Bhn9lpIvD5%2BfH39HW0gAAAAABAHP%2F7AOLBFwAFgAmQBQPAwMVCQMYFwYNRlkGEAASRlkAFgA%2FKwAYPysREgEXOREzMTAFIgAREAAzMhYXBy4BIyARFBYzMjcVBgJm7v77AQn1T54tMzeCMv6yo6CJkG4UASUBDAETASwiF40WHf5Wytg7kzkAAAACAHP%2F7AQ3BhQAEgAfAEJAIR0GFwAODhEGESAhEhUPAAABAQwDCQkaRlkJEAMTRlkDFgA%2FKwAYPysREgA5OREzGD8%2FERIBOTkRMxEzMxEzMTAlIwYjIgIREBIzMhczLwERMxEjJTI2PQE0JiMiBhUUFgOaCXPl1%2B%2Fw1t93DQcEpof%2BnqqZm6qSm5qTpwEmAQ8BDwEsok9NAb757He5ziPpx%2BPP0tYAAAACAHP%2F7AQSBFwAEwAaADtAHxgKFwsDAxEKAxwbFwtGWRcXAAYGFEZZBhAADkZZABYAPysAGD8rERIAORgvKxESARc5ETMzETMxMAUiABEQADMyEh0BIR4BMzI3FQ4BAyIGByE0JgJ%2F8%2F7nAQXczvD9DQW5qLGtWJ2chJ0OAj2MFAEoAQcBCQE4%2FvHeacHISpQmIQPlrJidpwAAAAABAB0AAAMOBh8AFAA5QB0UDAwTAgIHAwUDFRYKD0ZZCgABBQcFRlkTBw8DFQA%2FPzMrEQAzGD8rERIBOTkRMzMRMzMSOTEwASERIxEjNTc1ECEyFwcmIyIGHQEhAp7%2B6abExAFhV3UrYEReWgEXA8f8OQPHSzw9AZQjhR99ikcAAAMAJ%2F4UBDEEXAAqADcAQQBuQD4rGTglDB89BTETARMFAioiHB8lGQpCQxwPNQ81RlkIO0dZCiIIKg8IDwgWKioCR1kqDyg%2FR1koEBYuR1kWGwA%2FKwAYPysAGD8rERIAOTkYLy8REjk5KysREgA5ERIBFzkRMxEzETMRMxEzMTABFQceARUUBiMiJwYVFBY7ATIWFRQEISImNTQ2Ny4BNTQ2Ny4BNTQ2MzIXARQWMzI2NTQmKwEiBhMUFjMyNTQjIgYEMcscLNzAMStqSlrCsr%2F%2B3P7o1%2BmAdCo5QEVVa9jGVkX%2BEZaM0clumMdxflqCdPP2dX4ESGkYI3FHocAIOFUtK5aPtr%2BgkmSSGhNQNTxaKiOobLTDFPsAWVx9a1lFbAM8c3bs934AAQCwAAAERAYUABYAM0AZDgwICAkAFgkWFxgOCRISBEZZEhAKAAAJFQA%2FMz8%2FKxESADkREgE5OREzETMRMzMxMCERNCYjIgYVESMRMxEUBzM%2BATMyFhURA556gq2fpqYICjG1dMnJAsWGhLzW%2FcMGFP4pVThPW7%2FQ%2FTUAAAIAogAAAWYF3wADAA8AI0ARCgAABAEBEBENB0hZDQIPARUAPz%2FOKxESATkRMzMRMzEwISMRMwM0NjMyFhUUBiMiJgFWpqa0OCooOjooKjgESAEpOTU2ODg3NwAAAv%2BR%2FhQBZgXfAAwAGAAsQBYTCwsNCAgZGhYQSFkWQAkPAAVGWQAbAD8rABg%2FGs4rERIBOREzMxEzMTATIic1FjMyNjURMxEQAzQ2MzIWFRQGIyImK187RUNOSaa0OCooOjooKjj%2BFBmHFFVXBPz7EP68B105NTY4ODc3AAEAsAAABB0GFAAQADZAGxAOCgoLCwgGBAUIBBESDAAAEBAICAMHCxUDDwA%2FPzMSOS85ETM%2FERIBFzkROREzETMzMTABNjcBMwkBIwEHESMRMxEUBwFUK1gBYsX%2BRAHbyf59faSkCAIxPWMBd%2F4t%2FYsCBmz%2BZgYU%2FMc3cwABALAAAAFWBhQAAwAWQAkAAQEEBQIAARUAPz8REgE5ETMxMCEjETMBVqamBhQAAAABALAAAAbLBFwAIwBGQCMVERESCAkAIwkSIwMkJRwWFRUSGQQNGQ1GWR8ZEBMPCQASFQA%2FMzM%2FPzMrEQAzERI5GC8zMxESARc5ETMRMxEzETMxMCERNCYjIgYVESMRNCYjIgYVESMRMxczPgEzIBczPgEzMhYVEQYlcHablKZwd5yRpocbCC%2BragEBTwgxune6uQLJg4Oyuf2cAsmDg7vV%2FcEESJZQWrpWZL%2FS%2FTUAAAEAsAAABEQEXAAUADFAGAAUDAgICRQJFhUMCRAQBEZZEBAKDwAJFQA%2FMz8%2FKxESADkREgE5OREzETMRMzEwIRE0JiMiBhURIxEzFzM%2BATMyFhURA556gqygpocbCDO4ccbIAsWGhLrW%2FcEESJZRWb%2FS%2FTUAAgBz%2F%2BwEYgRcAAwAGAAoQBQTAA0HAAcaGQoWRlkKEAMQRlkDFgA%2FKwAYPysREgE5OREzETMxMAEQACMiJgI1EAAzMgABFBYzMjY1NCYjIgYEYv7y7pPkfAEM7uYBD%2Fy9qKOjqamlo6YCJf70%2FtOKAQKtAQwBK%2F7O%2FvvS3NvT0dnWAAAAAgCw%2FhQEdQRcABQAIQA%2FQCAZCwQHBwgfEggSIiMECwAPDxVGWQ8QCQ8IGwAcRlkAFgA%2FKwAYPz8%2FKxESADk5ERIBOTkRMxEzETMzMzEwBSImJyMWFREjETMXMz4BMzISERACAyIGBxUUFjMyNjU0JgKua7E8DAymhxcIQKpu2u3x7qiWApqqjqGhFE9SYFb%2BPQY0llpQ%2Ftb%2B8%2F7y%2FtUD47rLJefH5srN2wAAAAIAc%2F4UBDcEXAAMAB8AREAiChAdFgMaGhkQGSAhGhsXDx0eHhYNExMHRlkTEA0ARlkNFgA%2FKwAYPysREgA5OREzGD8%2FERIBOTkRMxEzMzMRMzEwJTI2NzU0JiMiBhUUFhciAhEQEjMyFzM3MxEjETQ3IwYCTqaYBZypkpuZfdTu8NbheQkYg6YLDXN3stMl5srjz8%2FZiwEqAQsBDQEuqpb5zAHVZEanAAEAsAAAAycEXAAQACpAFA0JCQoKAhESCw8NAAoVAAVGWQAQAD8rABg%2FEjk%2FERIBOTkRMxEzMTABMhcHJiMiBhURIxEzFzM%2BAQKkSToXRDSFvaaJEwg9rARcDJoP2KH9tARIy2t0AAAAAQBq%2F%2BwDcwRcACQANkAcHhMMAAAYBRMEJSYMHgMWFhtGWRYQBgMJRlkDFgA%2FKwAYLz8rERIAOTkREgEXOREzETMxMAEUBiMiJzUeATMyNjU0JicuAjU0NjMyFwcmIyIGFRQeARceAQNz5M7aek%2B1VIKMb6GZgT%2FavrGpO6WGdngtZI7DiQErmaZFmiguU1VAWz45VWxLhptIh0RKQSw%2BODVHkAABAB%2F%2F7AKoBUYAFgA0QBsQFBQJCwkSAwQYFwoTEBNHWQ5AEA8HAEZZBxYAPysAGD8azSsRADMREgEXOREzETMxMCUyNjcVDgEjIBkBIzU%2FATMVIRUhERQWAhIsUhgbaSr%2Bwp2dRmABPv7CXnUNB38NEQFPAoxQRer%2Bgf17Y2oAAAEApP%2FsBDkESAAUADRAGQETBwwMChMKFRYMDQ0QCBQPEARGWRAWCxUAPz8rABg%2FMxI5ETMREgE5OREzETMRMzEwAREUFjMyNjURMxEjJyMOASMiJjURAUx6gqyfpokYCTO1dMjHBEj9OYaEvNUCQPu4k1FWvtECzQAAAAABAAAAAAQCBEgACwAYQAoBCgwNBQkBDwAVAD8%2FMzkREgE5OTEwIQEzExYXMzYSEzMBAaD%2BYLLsUA4IC3XMsv5gBEj9duRENQFNAjD7uAAAAAEAFwAABiMESAAcACxAFAkbHR4XFg4NAwQNBAgaEgkPAAgVAD8zPzMzEjk5ETMRMzMzERIBOTkxMCEDJicjBgcDIwEzGgEXMz4BNxMzExYXMz4BEzMBBC%2FJEzQIKB7PwP7VrmpvCAgLMRLJtMQ4FAgEI7%2Bs%2FtECgzvRr1%2F9fwRI%2FmP%2BUEs5tTUCdf2LrHUklgLc%2B7gAAAAAAQAnAAAECARIAAsAIkARBwUGAAEFDA0JAwEICxUEAQ8APzM%2FMxI5ORESARc5MTAJATMJATMJASMJASMBuP6DvQEhASC7%2FoMBkbz%2Bzf7KvAIxAhf%2BXAGk%2Fen9zwG8%2FkQAAQAC%2FhQEBgRIABUAJEASCQ8AAxYXBA0ADRJGWQ0bCAAPAD8yPysREgA5ERIBFzkxMBMzExYXMz4BEzMBDgEjIic1FjMyPwECsvBPEwgNU%2Bay%2FilGu4hMSjdEq0k9BEj9j9ZfM%2FcCfPsguZsRhQzAnAAAAAABAFIAAANtBEgACQArQBcIAQMHAAcEAQQKCwUER1kFDwEIR1kBFQA%2FKwAYPysREgEXOREzETMxMCkBNQEhNSEVASEDbfzlAlb9zwLn%2FbICXXEDVoGB%2FLoAAQA9%2FrwCwQW2ABwALEAVGRoaCxcAAA8HFAMDBwsDHR4TAwQnAD8%2FERIBFzkRMxEzMxEzETMRMzEwJRQWFxUuATURNCYjNT4BNRE0NjMVBhURFAcVFhUB23VxvtB%2BeIJ02Lbm398MZlwCjAKqmgEvaFmNAlxgATKbrIsGwf7Z1ycMJ9cAAQHu%2FhACewYUAAMAFkAJAgMDBAUDGwAAAD8%2FERIBOREzMTABMxEjAe6NjQYU9%2FwAAQBI%2FrwCywW2AB0ALEAVFQUKEhICGQAdHQ4OGQUDHh8VJwYDAD8%2FERIBFzkRMxEzETMzETMRMzEwASY1ETQnNTIWFREUFhcVIgYVERQGBzU%2BATURNDY3Agrf47jTdoJ6fs2%2Bb3RucQI%2FJ9cBJ8EGi66Z%2Fs5hWwKNWWj%2B0ZmrAowCXGYBKXJ4FAAAAAABAGgCUAQpA1QAFwAkQBEDDxgZEgxQWQMSDwYGAFBZBgAvKwAQGMQvxCsREgE5OTEwASIGBzU2MzIWFx4BMzI2NxUGIyImJy4BAVI1fzZkkERxWUJiLzaANmaOSH5IS1oCyUM2l20cJhwbQDmWbiEgIBgAAAIAmP6LAYkEXgADAA4AK0AUAgQEAwkJDxAAAAMMDAZPWQwQAyIAPz8rERIAORgvERIBOREzMxEzMTATMxMjExQjIiY1NDYzMhbbaTPP4Xk8PD85M0YCrPvfBUyHR0A%2FSEAAAAABAL7%2F7APbBcsAGwA%2BQB4WCA0DAwoEABAQBAgDHB0ZBQITCg0CDQINBAsHBBkAPz8SOTkvLxEzMxEzMxESARc5ETMRMzMRMxEzMTAlBgcVIzUmAjUQJTUzFR4BFwcmIyIGFRQWMzI3A8tpk4XLwQGMh0uOMTGFbayin6eNjvA2BsjOIAER%2BgH8PqykAyEXjDPT2dTLOwAAAAEAPwAABEQFyQAdAEhAJhgTCQ0NGhYRAgsWEwUeHwwYGRhOWQkZGRMAExBMWRMYAAVLWQAHAD8rABg%2FKxESADkYLzMrEQAzERIBFzkRMzMRMxEzMTABMhcHJiMiBhURIRUhFRQGByEVITU2PQEjNTMRNDYCqr6qPZqPe30Bpv5aQUoDG%2Fv7zcbG4AXJVIVNfIz%2B2X%2FdZIgsmo0v9N9%2FATyyzQAAAgB7AQYEFwSgABsAJwAgQA0cACIOAA4oKR8VFSUHAC8zMy8zERIBOTkRMxEzMTATNDcnNxc2MzIXNxcHFhUUBxcHJwYjIicHJzcmNxQWMzI2NTQmIyIGuEqHXodogn9miV%2BGSkqDXIlmf4Zkh1yFSoGddHSeoHJ0nQLTemuMXIVJSYVcinF2g2eHXIVHSYVciGt8cKCfcXKipAAAAQAfAAAEcQW2ABYAVkAuEg4HCwsQDAUJAgkDDBQOFQcXGAoODgcPBhISAwATFQ8THxMCDxMPEwwBFQYMGAA%2FPzMSOTkvL10REjkyMhEzETMzETMREgEXOREzETMzETMRMzEwCQEzASEVIRUhFSERIxEhNSE1ITUhATMCSAF7rv5gAQb%2BwwE9%2FsOk%2FsQBPP7EAQD%2BZbIC3wLX%2FP5%2Fqn%2F%2B9AEMf6p%2FAwIAAgHu%2FhACewYUAAMABwAkQBACBgYDBwcICQQDBAMHGwAAAD8%2FOTkvLxESATkRMzMRMzEwATMRIxEzESMB7o2NjY0GFPz4%2Fg389wAAAAIAe%2F%2F4A5YGHQAxAD0AQ0AmMgATBioeOBkZHgwGACMGPj8VAzs2HC0GIQkhJ0dZIRUJEEdZCQAAPysAGD8rERIAFzkREgEXOREzETMRMxEzMTATNDY3LgE1NDYzMhYXBy4BIyIGFRQWFx4BFRQGBxYVFAYjIic1HgEzMjY1NC4BJy4CNxQWHwE2NTQmJw4Bi1ZOSlTPxV6fYTVih0x0dHuaupZSSpnq1NqATsJSho0wbHOOhkKShKcxiZO5RFUDKVaJJShvVXmLHSeDJxs7QDxUN0SXa1qNKVGSjJlBlCUtTEcuOjorNFpyYk1pPRNQb1NwORNkAAAAAgE1BQ4DaAXTAAsAFwAeQAwGAAwSABIYGQ8DFQkALzPNMhESATk5ETMRMzEwATQ2MzIWFRQGIyImJTQ2MzIWFRQGIyImATU1JSY3NyYlNQF9NSUlNzclJTUFcTQuLjQyMTEyNC4uNDIxMQAAAwBk%2F%2BwGRAXLABYAJgA2AEZAJycXAw8vHx8UCQ8XBTc4BgwAEg8MHwwCABIQEgIMEgwSGysjEzMbBAA%2FMz8zEjk5Ly9dXREzETMREgEXOREzETMRMzEwASIGFRQWMzI3FQ4BIyImNTQ2MzIXByYBNBIkMzIEEhUUAgQjIiQCNxQSBDMyJBI1NAIkIyIEAgN9fYd%2Fg1Z9MGVGwtDdv4B2Omz8l8gBXsrIAV7Kwv6i0M%2F%2BosNprgEtrK4BKq%2Bu%2Ftewrv7WrwQjrpqooi18FBzx2NH2PHYz%2FrjIAV7KyP6iysX%2BptDPAVrGrf7Tra4BKbCuASqvrv7XAAACAEYDFAJxBccAFgAfADdAHBcGGwoBARYWEAYDICEcCgoSGRYAAxADAgMNEh8APzPUXcQzEjkvMxESARc5ETMRMzMRMzEwAScGIyImNTQ2PwE1NCMiByc2MzIWFRElFDMyPQEHDgECFBhcjF9vmqV1lGRoK3KFgon%2BUHDJYnBnAyFUYWNmZmkGBCeFM2A4aXn%2BPLxktDEEBDkAAAACAFIAdQOqA74ABgANAClAEwMGCg0CBAsJCQQNBgQODwwFCAEALzMvMxESARc5ETMRMxEzETMxMBMBFwkBBwElARcJAQcBUgFWd%2F7fASF3%2FqoBiwFYdf7hAR91%2FqgCJwGXRf6i%2FqFHAZcbAZdF%2FqL%2BoUcBlwAAAAABAGgBCAQpAxcABQAbQAwCAQQBBgcFBFBZBQIALy8rERIBOTkRMzEwAREjESE1BCmJ%2FMgDF%2F3xAYWKAP%2F%2FAFQB2QI%2FAnESBgAQAAAABABk%2F%2BwGRAXLAAgAFgAmADYAXUAzJxcAERESBAkvHx8NCQwSFwY3OAwQEAAADhMOEggTDxIfEgIAExATAhITEhMbKyMTMxsEAD8zPzMSOTkvL11dETMRMxESOS8zETMREgEXOREzETMRMxEzETMxMAEzMjY1NCYrAQUUBgcTIwMjESMRITIWATQSJDMyBBIVFAIEIyIkAjcUEgQzMiQSNTQCJCMiBAIC02xQYVZdagGyVU3uqM%2BHlAEFppv738gBXsrIAV7Kwv6i0M%2F%2BosNprgEtrK4BKq%2Bu%2Ftewrv7WrwL6U0BLQYhQex7%2BdQFi%2Fp4De4L%2BxcgBXsrI%2FqLKxf6m0M8BWsat%2FtOtrgEpsK4BKq%2Bu%2FtcAAf%2F6BhQEBgaTAAMAEbUABQEEAQIALzMRATMRMzEwASE1IQQG%2B%2FQEDAYUfwACAH8DXALuBcsADAAYACFADg0AEwYABhkaEArAFgMEAD8zGswyERIBOTkRMxEzMTATNDYzMhYVFA4BIyImNxQWMzI2NTQmIyIGf7WCgrZSklSCtXN1UVBzcVJTcwSTgra1g1SPVLSDUnJxU1RxcgAAAgBoAAEEKQTDAAMADwAANzUhFQEhFSERIxEhNSERM2gDwf5kAZz%2BZIv%2BZgGaiwGKigMWiv5WAaqKAawAAQAxAkoCjQXJABgAI0ARBxMXAQEOEwAEGhkKEB8XASAAPzM%2FMxESARc5ETMRMzEwASE1Nz4CNTQmIyIGByc2MzIWFRQGDwEhAo39pOxZUiFQPzRiRUKDmISTWZOuAbgCSmjmVmFMNkRFJjJYb4JwUJeKpQABACECOQKNBckAIwA5QCIPBQUAAxIeCgYkJRJdE20TAkwTAQsTGxMCExMIGiEfDQghAD8zPzMSOS9dXV0zERIBFzkRMzEwARQGBxYVFAYjIic1FjMyNTQrATUzMjY1NCYjIgYHJz4BMzIWAnNSRLC4qJh0k3vT53V3Z2NQQ0JwOEU%2FjF6InQTnUGcXL6KAjzh7RKKRa09EPUQrI1otNncAAQGJBNkDEgYhAAkAE7YJBAoLBIAJAC8azRESATk5MTABPgE3MxUOAQcjAYkwbyDKLK5AbwTyPrBBFUG%2BNAAAAAEAsP4UBEQESAAWADVAGgUKCggQABMTFAgUGBcGFQ8UGw0CRlkNFgkVAD8%2FKwAYPz8zERIBOTkRMxEzMxEzETMxMAEQMzI2NREzESMnIwYjIicjFhURIxEzAVb%2Bq5%2BmiBoKb%2BWWWAoKpqYBff76vdQCQPu4k6dcVKD%2BwAY0AAAAAQBx%2FvwEYAYUAA8AJ0ASBAUBAAAFCwMQEQgIBQMPBQEFAC8zPzMSOS8REgEXOREzETMxMAEjESMRIxEGIyImNRA2MyEEYHLVcz5U2Mva6AIt%2FvwGsPlQAzMS%2BvsBBP4AAQCYAkwBiQNaAAsAF0AKBgAADQwDCU9ZAwAvKxESATkRMzEwEzQ2MzIWFRQGIyImmD44OkFCOTNDAtNCRUVCQUY%2FAAABACX%2BFAG0AAAAEgAkQBARDgsAAA4FAxMUDhERCAMQAC%2FMMjkvMxESARc5ETMRMzEwARQGIyInNRYzMjY1NCYnNzMHFgG0mZYzLS07T1FPbVhuN7T%2B32FqCWoIKDYrNRGycycAAQBMAkoB4QW2AAoAIEAOAgADAwoMCwkJAyAGAB4APzI%2FOS8REgE5OREzMzEwATMRIxE0Nw4BBycBUo%2BFBhY2h0MFtvyUAkNbWhYtX2AAAAACAEIDFAK%2BBccACwAXACVAEgwGEgAGABgZDwADEAMCAxUJHwA%2FM8RdMhESATk5ETMRMzEwARQGIyImNTQ2MzIWBRQWMzI2NTQmIyIGAr6rlpKpqJeYpf3%2BW2hpXFxpZ1wEb6S3uqGjtbaienp6ent2dgAAAAIAUAB1A6gDvgAGAA0AI0ARCwkEAgADBwIKCQYODwwFCAEALzMvMxESARc5ETMRMzEwCQEnCQE3AQUBJwkBNwEDqP6odQEf%2FuF1AVj%2Bdf6odQEf%2FuF1AVgCDP5pRwFfAV5F%2Fmkb%2FmlHAV8BXkX%2Baf%2F%2FAEsAAAXRBbYQJwDTAoMAABAmAHv%2FABEHANQDHf23AAmzAwISGAA%2FNTUA%2F%2F8ALgAABdsFthAnANMCPwAAECYAe%2BIAEQcAdANO%2FbcAB7ICEBgAPzUAAAD%2F%2FwAaAAAGIQXJECYAdfkAECcA0wLfAAARBwDUA239twAJswMCKxgAPzU1AAACADP%2BdwNUBF4AHQAoAEFAIggUHiMBHA8cIxQEKSoAHQEMAx0dESYmIE9ZJhARC0lZESMAPysAGD8rERIAORgvX15dERIBFzkRMxEzETMxMAEVFAYHDgIVFBYzMjY3FwYjIiY1ND4CNz4BPQETFCMiJjU0NjMyFgJOS2F5PRmEelCWYjvFxr7YI0BZNmVBtHk7PkI3M0YCrDN6lFRqS004ZHEmMIdguqpGaVlSL1h0XR8BK4dFQkBHQAAA%2F%2F8AAAAABRAHcxImACQAABEHAEP%2FwgFSAAizAhAFJgArNQAA%2F%2F8AAAAABRAHcxImACQAABEHAHYAhQFSAAizAhgFJgArNQAA%2F%2F8AAAAABRAHcxImACQAABEHAMUAIwFSAAizAh0FJgArNQAA%2F%2F8AAAAABRAHLxImACQAABEHAMcABAFSAAizAhgFJgArNQAA%2F%2F8AAAAABRAHJRImACQAABEHAGoANwFSAAq0AwIkBSYAKzU1%2F%2F8AAAAABRAHBhImACQAABAHAMYAOQCBAAL%2F%2FgAABoEFtgAPABMATkAsCg4OEQEACAwBEAUFFQUUCRMGE0lZEANJWQoNSVkQChAKAQYDBRIBDklZARIAPysAGD8%2FEjk5Ly8rKysRADMRATMREhc5ETMzETMxMCkBESEDIwEhFSERIRUhESEBIREjBoH9Ev3%2B47ACugPJ%2FbwCHf3jAkT7VAG%2BdgHR%2Fi8Ftpf%2BKZb95gHSArUA%2F%2F8Aff4UBM8FyxImACYAABAHAHoCAgAA%2F%2F8AyQAAA%2FgHcxImACgAABEHAEP%2FtwFSAAizAQ0FJgArNQAA%2F%2F8AyQAAA%2FgHcxImACgAABEHAHYAPwFSAAizARUFJgArNQAA%2F%2F8AyQAAA%2FgHcxImACgAABEHAMX%2F%2BwFSAAizARoFJgArNQAA%2F%2F8AyQAAA%2FgHJRImACgAABEHAGoAEgFSAAq0AgEhBSYAKzU1%2F%2F8ABQAAAY4HcxImACwAABEHAEP%2BfAFSAAizAQUFJgArNQAA%2F%2F8AswAAAjwHcxImACwAABEHAHb%2FKgFSAAizAQ0FJgArNQAA%2F%2F%2F%2FxwAAAmkHcxImACwAABEHAMX%2BuwFSAAizARIFJgArNQAA%2F%2F8ABQAAAjgHJRImACwAABEHAGr%2B0AFSAAq0AgEZBSYAKzU1AAIALwAABUgFtgAMABcAV0AyERUVCAQNAAATBAYEGBkUBgcGSVkRDwc%2FB68HzwffBwULAwcHBAkJEEpZCQMEFUpZBBIAPysAGD8rERIAORgvX15dMysRADMREgEXOREzETMzETMxMAEQACkBESM1MxEhIAADECEjESEVIREzIAVI%2Fnf%2Bj%2F57mpoBsgFRAXy1%2FcfnAXv%2Bhb4CYgLp%2Fpb%2BgQKJlgKX%2Fon%2BpAJA%2FfyW%2Fgr%2F%2FwDJAAAFPwcvEiYAMQAAEQcAxwCTAVIACLMBGgUmACs1AAD%2F%2FwB9%2F%2BwFvgdzEiYAMgAAEQcAQwB5AVIACLMCGQUmACs1AAD%2F%2FwB9%2F%2BwFvgdzEiYAMgAAEQcAdgEKAVIACLMCIQUmACs1AAD%2F%2FwB9%2F%2BwFvgdzEiYAMgAAEQcAxQC0AVIACLMCJgUmACs1AAD%2F%2FwB9%2F%2BwFvgcvEiYAMgAAEQcAxwCaAVIACLMCIQUmACs1AAD%2F%2FwB9%2F%2BwFvgclEiYAMgAAEQcAagDVAVIACrQDAi0FJgArNTUAAQCFARAEDASYAAsAGUAJBwkDAQkBDA0IABkvERIBOTkRMxEzMTABFwkBBwkBJwkBNwEDrGD%2BoAFeYP6e%2FqRlAV7%2BoGQBYQSYY%2F6e%2FqBjAV%2F%2BoWMBYAFgZf6dAAADAH3%2FwwW%2BBfYAEwAbACMATkAsFh8XHgQcFBwKFAAAEg8FCAoGJCUWHiEZDSFJWQ8SCAUEAxANBAMZSVkGAxMAP8YrABg%2FxhIXOSsREgA5ORESARc5ETMRMxESFzkxMAEQACEiJwcnNyYREAAhMhc3FwcWAxAnARYzMhIBEBcBJiMiAgW%2B%2Fp3%2BxOuUZXhssgFgAUTRnWF4asC0bv1gc7Dz%2BPwnZQKdaqjz%2FQLd%2FqH%2BbmSNT5rGAW0BZQGJXodQlMr%2BlQEQmvxMUgEyASr%2B%2BpoDr0n%2BzQAAAP%2F%2FALr%2F7AUZB3MSJgA4AAARBwBDAEYBUgAIswETBSYAKzUAAP%2F%2FALr%2F7AUZB3MSJgA4AAARBwB2AM8BUgAIswEbBSYAKzUAAP%2F%2FALr%2F7AUZB3MSJgA4AAARBwDFAH0BUgAIswEgBSYAKzUAAP%2F%2FALr%2F7AUZByUSJgA4AAARBwBqAJgBUgAKtAIBJwUmACs1Nf%2F%2FAAAAAAR7B3MSJgA8AAARBwB2ADEBUgAIswESBSYAKzUAAAACAMkAAAR5BbYADAAVADZAHA0JBQUGEQAGABYXDQRKWQkVSlkNCQ0JBgcDBhIAPz8SOTkvLysrERIBOTkRMxEzETMzMTABFAQhIxEjETMRMyAEATMyNjU0JisBBHn%2B0f7huKqq1wEZARb8%2Bqjiyr7KzAMQ4%2B7%2BwQW2%2FwDP%2FeqPpJWKAAABALD%2F7AScBh8AMABBQCIpKgUdIwAXDAwAHREqBTEyEhIqLi4mRlkuACoVDxVGWQ8WAD8rABg%2FPysREgA5GC8REgEXOREzETMRMxEzMTABFAcOARUUHgEXHgEVFAYjIic1HgEzMjU0JicuATU0Njc%2BATU0JiMgFREjETQ2MzIWBBmPWDgbR06MZsKzvGs%2FnEjXU25%2FYEVHS0CIf%2F7sptzezuEE8odzRkMhICo5M1%2BdZaCrRZonL7ZLa0ZSe1Q%2FajU5WjVQVd%2F7TASysrudAAD%2F%2FwBe%2F%2BwDzQYhEiYARAAAEQYAQ44AAAizAiYRJgArNf%2F%2FAF7%2F7APNBiESJgBEAAARBgB2KwAACLMCLhEmACs1%2F%2F8AXv%2FsA80GIRImAEQAABEGAMXYAAAIswIzESYAKzX%2F%2FwBe%2F%2BwDzQXdEiYARAAAEQYAx70AAAizAi4RJgArNf%2F%2FAF7%2F7APNBdMSJgBEAAARBgBq4gAACrQDAjoRJgArNTUAAP%2F%2FAF7%2F7APNBoUSJgBEAAARBgDG9wAACrQDAigRJgArNTUAAAADAF7%2F7AZzBFwAKQA0ADsAYUAzKgAkETA4GRkEMDkYGB8wCwAFPD0bLSctRlkZMQQxR1k4JCcRBAQOIicWNQgOCEZZFA4QAD8zKxEAMxg%2FMxI5LzkSOTMrEQAzKxEAMxESARc5ETMRMzMRMxI5OREzMTATNDY%2FATU0JiMiByc%2BATMyFhc%2BATMyEh0BIRIhMjY3FQ4BIyAnDgEjIiY3FBYzMjY9AQcOAQEiBgchNCZe%2BP64dHeQozRKx2KCpSk1q27A6P1DCAE6W51UVpVl%2Ft99UcWGo7mua1iRqJ66pAO9eYsLAgeAAS%2BhswgGRIF7VH8pNVdfWGD%2B9d5r%2FnUjJ5QmIel%2FaqqXX1mpmmMHCG0CMqaenKgAAAD%2F%2FwBz%2FhQDiwRcEiYARgAAEAcAegFGAAD%2F%2FwBz%2F%2BwEEgYhEiYASAAAEQYAQ7UAAAizAhwRJgArNf%2F%2FAHP%2F7AQSBiESJgBIAAARBgB2TgAACLMCJBEmACs1%2F%2F8Ac%2F%2FsBBIGIRImAEgAABEGAMX3AAAIswIpESYAKzX%2F%2FwBz%2F%2BwEEgXTEiYASAAAEQYAagoAAAq0AwIwESYAKzU1AAD%2F%2F%2F%2FaAAABYwYhEiYAwgAAEQcAQ%2F5RAAAACLMBBREmACs1AAD%2F%2FwCpAAACMgYhEiYAwgAAEQcAdv8gAAAACLMBDREmACs1AAD%2F%2F%2F%2BzAAACVQYhEiYAwgAAEQcAxf6nAAAACLMBEhEmACs1AAD%2F%2F%2F%2FsAAACHwXTEiYAwgAAEQcAav63AAAACrQCARkRJgArNTUAAgBx%2F%2BwEYgYhABsAJgBKQCshBgwcHAAAGBkWDhETEAYJJygJH0ZZCwMWERkODwUUCQkDFxQBAyRGWQMWAD8rABg%2FMxI5LxIXORI5KxESARc5ETMRMxEzMTABEAAjIgA1NAAzMhc3JicFJzcmJzcWFzcXBxYSAzQmIyARFBYzMjYEYv77997%2B6QEH3OJkCDnN%2FvFJ6VxeRZxm7kzPmKWotJz%2Br6%2Bir6ECM%2F7n%2FtIBDeLmAQZ5BNa%2Fm2yFPjF1SUuKa3eP%2FnL%2B6JOq%2Fpint8kA%2F%2F8AsAAABEQF3RImAFEAABEGAMcOAAAIswEeESYAKzX%2F%2FwBz%2F%2BwEYgYhEiYAUgAAEQYAQ9QAAAizAhoRJgArNf%2F%2FAHP%2F7ARiBiESJgBSAAARBgB2VgAACLMCIhEmACs1%2F%2F8Ac%2F%2FsBGIGIRImAFIAABEGAMUOAAAIswInESYAKzX%2F%2FwBz%2F%2BwEYgXdEiYAUgAAEQYAx%2FEAAAizAiIRJgArNf%2F%2FAHP%2F7ARiBdMSJgBSAAARBgBqGwAACrQDAi4RJgArNTUAAAADAGgA%2FAQpBKgAAwAPABsAM0AYFgoKEAQCBAEDHB0ZExMBBw0NAQEAUFkBAC8rEQAzGC8zETMvMxESARc5ETMzETMxMBM1IRUBNDYzMhYVFAYjIiYRNDYzMhYVFAYjIiZoA8H9rjs2NDo7MzQ9OzY0OjszND0CjYqK%2Fug8PT86OUA%2FAvQ8PT86OUA%2FAAMAc%2F%2B8BGIEhwATABsAIwBLQCkXHxwUFAocAAASDwUICgYkJRYeIRkNGUZZDxIIBQQDEA0QAyFGWQYDFgA%2FxisAGD%2FGEhc5KxESADk5ERIBFzkRMxEzERI5OTEwARAAIyInByc3JhEQADMyFzcXBxYFFBcBJiMiBgU0JwEWMzI2BGL%2B8u6acFRyXoEBDO6adFR1YX%2F8vTUB0Utyo6YClzP%2BL0dxo6kCJf70%2FtNFdU6DmAEAAQwBK0x3TIWY%2BatmAoY11tSkZP19M9sA%2F%2F8ApP%2FsBDkGIRImAFgAABEGAEPEAAAIswEWESYAKzX%2F%2FwCk%2F%2BwEOQYhEiYAWAAAEQYAdnEAAAizAR4RJgArNf%2F%2FAKT%2F7AQ5BiESJgBYAAARBgDFEgAACLMBIxEmACs1%2F%2F8ApP%2FsBDkF0xImAFgAABEGAGohAAAKtAIBKhEmACs1NQAA%2F%2F8AAv4UBAYGIRImAFwAABEGAHYSAAAIswEfESYAKzUAAgCw%2FhQEdQYUABYAIgA%2BQB8gBhsUEBARBhEkIxIAERsMFgkDCR5GWQkWAxdGWQMQAD8rABg%2FKxESADk5GD8%2FERIBOTkRMxEzMxEzMTABPgEzMhIREAIjIicjFxYVESMRMxEUByUiBgcVFBYzIBE0JgFYQqpq1%2FDx1t56DAQIpqYGAUiomAKaqgEvlAO0WU%2F%2B1P71%2FvT%2B06EiTT%2F%2BNQgA%2Fi40Whu4ySnnxwGw19EAAP%2F%2FAAL%2BFAQGBdMSJgBcAAARBgBqtQAACrQCASsRJgArNTUAAAABALAAAAFWBEgAAwAWQAkAAQEFBAIPARUAPz8REgE5ETMxMCEjETMBVqamBEgAAAACAH3%2F7AbnBc0AFAAfAFNALhgGDxMTHQANER0GBSAhDxJJWQ8PAAsLDklZCwMJFUlZCQQDG0lZAxIAE0lZABIAPysAGD8rABg%2FKwAYPysREgA5GC8rERIBFzkRMxEzETMxMCkBBiMgABEQACEyFyEVIREhFSERIQEiABEQADMyNxEmBuf9AGZc%2Frn%2BnwFcAUBmWgMO%2FbMCJ%2F3ZAk38RPn%2B%2FwEB93BXVxQBiQFqAWgBhheX%2FimW%2FeYEnf7P%2Ftn%2B1%2F7NIQR1HgAAAAMAcf%2FsBx8EWgAeACoAMQBVQC0fCA4CFhYlLxUVHCUIBDIzKygLKEZZLhZGWQIFDgsuLgURCxAYIgUiRlkABRYAPzMrEQAzGD8zEjkvEjkSOSsrEQAzERIBFzkRMxEzEjk5ETMxMAUgJw4BIyIAERAAMzIWFz4BMzISHQEhEiEyNjcVDgEBFBYzMjY1NCYjIgYlIgYHITQmBZb%2B230%2B0Ynf%2FvQBBuuDzT46wH7J7v0nCAFKXqFXWJj7IZino5mbpaaVBEd%2FkQwCIIQU63R3ATEBCAEJASx3cnB5%2Fvfiaf53IyeUJyACOdPb1dHd1djYpJ6epAABAQwE2QOuBiEADgAYQAkHABAPCwSADgkALzMazTIREgE5OTEwAT4BNzMeARcVIyYnBgcjAQx%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%2B9wAAAAABABkDwQFEBbYABwAStgUBCAkFBwMAP8YREgE5OTEwARcGAgcjEjcBNQ8aYjV6RiAFthZk%2FvdyAR3YAP%2F%2FAD%2F%2B%2BAFtAO4SBgAPAAAAAgAZA8ECtAW2AAcADwAaQAwEAQ0JBBARAAgDDAMAPzPNMhESARc5MTABJzYTMwYCByEnNhI3MwYHAZYPOHp7HjsN%2FdcMFmI4e0IlA8EW1wEIc%2F7fYRZaAQx5%2FvcAAAAAAgAZA8ECtAW2AAcAEAAaQAwJDQEFBBESDQUQBwMAPzPGMhESARc5MTABFwYCByMSNyEXBgIHIzYSNwE1DxpiNXpGIAInDhhgOH0aQg0FthZk%2FvdyAR3YFlv%2B9npkATRdAAAA%2F%2F8AGf75ArQA7hEHAM4AAPs4ACC3AQAHQA0NSAe4%2F8CzDAxIB7j%2FwLMJCUgHABErKys1NQABAKQB9AJeA%2BMACwATtgYAAAwNCQMAL80REgE5ETMxMBM0NjMyFhUUBiMiJqRxbGl0c2prcgLseX58e3eBgwAAAQBSAHUCHwO%2BAAYAGkAKBAIDBgIGCAcFAQAvLxESATk5ETMRMzEwEwEXCQEHAVIBVnf%2B3wEhd%2F6qAicBl0X%2Bov6hRwGXAAAAAQBQAHUCHQO%2BAAYAGkAKAwAEAgACCAcFAQAvLxESATk5ETMRMzEwCQEnCQE3AQId%2Fqh1AR%2F%2B4XUBWAIM%2FmlHAV8BXkX%2BaQAAAf55AAACjwW2AAMAE7cABQIEAwMCEgA%2FPxEBMxEzMTAJASMBAo%2F8eY8DhwW2%2BkoFtgAAAAIAFAJKArQFvAAKABQAPEAfFAULBwMDCQIAAgUDFRYBBQUJDxQfFAIUFAMOBx8DIAA%2FPzMSOS9dMzMRMxESARc5ETMzETMzETMxMAEjFSM1ITUBMxEzITU0Nw4DDwECtH2R%2Fm4BmIt9%2FvIGBRgeHguoAxTKymUCQ%2F3Nw4ZLDCctLRH2AAEAP%2F%2FsBIkFywAmAHFAPx0XHxYWGgsCBwcaJBEEChoXBicoCxcYF05ZCBgFHR4dTlkCHg8eHx4vHgMJAxgeGB4TIiIATFkiBxMOTFkTGQA%2FKwAYPysREgA5ORgvL19eXREzKxEAMxEzKxEAMxESARc5ETMRMzMRMxEzETMxMAEgAyEVIQcVFyEVIR4BMzI3FQYjIgADIzUzJzU3IzUzEgAzMhcHJgMb%2FsFPAf799AICAc%2F%2BQSXLqpyZkqvt%2Ft8uppgCApikJwEk7cmlR6YFNf5tgTlALYG0xUKWQQENAQGBKixQgQEFASRhi1YAAAABAAAjAAABBdMYAAAKCvIABQAk%2F3EABQA3ACkABQA5ACkABQA6ACkABQA8ABQABQBE%2F64ABQBG%2F4UABQBH%2F4UABQBI%2F4UABQBK%2F8MABQBQ%2F8MABQBR%2F8MABQBS%2F4UABQBT%2F8MABQBU%2F4UABQBV%2F8MABQBW%2F8MABQBY%2F8MABQCC%2F3EABQCD%2F3EABQCE%2F3EABQCF%2F3EABQCG%2F3EABQCH%2F3EABQCfABQABQCi%2F4UABQCj%2F64ABQCk%2F64ABQCl%2F64ABQCm%2F64ABQCn%2F64ABQCo%2F64ABQCp%2F4UABQCq%2F4UABQCr%2F4UABQCs%2F4UABQCt%2F4UABQC0%2F4UABQC1%2F4UABQC2%2F4UABQC3%2F4UABQC4%2F4UABQC6%2F4UABQC7%2F8MABQC8%2F8MABQC9%2F8MABQC%2B%2F8MABQDE%2F4UACgAk%2F3EACgA3ACkACgA5ACkACgA6ACkACgA8ABQACgBE%2F64ACgBG%2F4UACgBH%2F4UACgBI%2F4UACgBK%2F8MACgBQ%2F8MACgBR%2F8MACgBS%2F4UACgBT%2F8MACgBU%2F4UACgBV%2F8MACgBW%2F8MACgBY%2F8MACgCC%2F3EACgCD%2F3EACgCE%2F3EACgCF%2F3EACgCG%2F3EACgCH%2F3EACgCfABQACgCi%2F4UACgCj%2F64ACgCk%2F64ACgCl%2F64ACgCm%2F64ACgCn%2F64ACgCo%2F64ACgCp%2F4UACgCq%2F4UACgCr%2F4UACgCs%2F4UACgCt%2F4UACgC0%2F4UACgC1%2F4UACgC2%2F4UACgC3%2F4UACgC4%2F4UACgC6%2F4UACgC7%2F8MACgC8%2F8MACgC9%2F8MACgC%2B%2F8MACgDE%2F4UACwAtALgADwAm%2F5oADwAq%2F5oADwAy%2F5oADwA0%2F5oADwA3%2F3EADwA4%2F9cADwA5%2F4UADwA6%2F4UADwA8%2F4UADwCJ%2F5oADwCU%2F5oADwCV%2F5oADwCW%2F5oADwCX%2F5oADwCY%2F5oADwCa%2F5oADwCb%2F9cADwCc%2F9cADwCd%2F9cADwCe%2F9cADwCf%2F4UADwDD%2F5oAEAA3%2F64AEQAm%2F5oAEQAq%2F5oAEQAy%2F5oAEQA0%2F5oAEQA3%2F3EAEQA4%2F9cAEQA5%2F4UAEQA6%2F4UAEQA8%2F4UAEQCJ%2F5oAEQCU%2F5oAEQCV%2F5oAEQCW%2F5oAEQCX%2F5oAEQCY%2F5oAEQCa%2F5oAEQCb%2F9cAEQCc%2F9cAEQCd%2F9cAEQCe%2F9cAEQCf%2F4UAEQDD%2F5oAJAAF%2F3EAJAAK%2F3EAJAAm%2F9cAJAAq%2F9cAJAAtAQoAJAAy%2F9cAJAA0%2F9cAJAA3%2F3EAJAA5%2F64AJAA6%2F64AJAA8%2F4UAJACJ%2F9cAJACU%2F9cAJACV%2F9cAJACW%2F9cAJACX%2F9cAJACY%2F9cAJACa%2F9cAJACf%2F4UAJADD%2F9cAJADL%2F3EAJADO%2F3EAJQAP%2F64AJQAR%2F64AJQAk%2F9cAJQA3%2F8MAJQA5%2F%2BwAJQA6%2F%2BwAJQA7%2F9cAJQA8%2F%2BwAJQA9%2F%2BwAJQCC%2F9cAJQCD%2F9cAJQCE%2F9cAJQCF%2F9cAJQCG%2F9cAJQCH%2F9cAJQCf%2F%2BwAJQDM%2F64AJQDP%2F64AJgAm%2F9cAJgAq%2F9cAJgAy%2F9cAJgA0%2F9cAJgCJ%2F9cAJgCU%2F9cAJgCV%2F9cAJgCW%2F9cAJgCX%2F9cAJgCY%2F9cAJgCa%2F9cAJgDD%2F9cAJwAP%2F64AJwAR%2F64AJwAk%2F9cAJwA3%2F8MAJwA5%2F%2BwAJwA6%2F%2BwAJwA7%2F9cAJwA8%2F%2BwAJwA9%2F%2BwAJwCC%2F9cAJwCD%2F9cAJwCE%2F9cAJwCF%2F9cAJwCG%2F9cAJwCH%2F9cAJwCf%2F%2BwAJwDM%2F64AJwDP%2F64AKAAtAHsAKQAP%2F4UAKQAR%2F4UAKQAiACkAKQAk%2F9cAKQCC%2F9cAKQCD%2F9cAKQCE%2F9cAKQCF%2F9cAKQCG%2F9cAKQCH%2F9cAKQDM%2F4UAKQDP%2F4UALgAm%2F9cALgAq%2F9cALgAy%2F9cALgA0%2F9cALgCJ%2F9cALgCU%2F9cALgCV%2F9cALgCW%2F9cALgCX%2F9cALgCY%2F9cALgCa%2F9cALgDD%2F9cALwAF%2F1wALwAK%2F1wALwAm%2F9cALwAq%2F9cALwAy%2F9cALwA0%2F9cALwA3%2F9cALwA4%2F%2BwALwA5%2F9cALwA6%2F9cALwA8%2F8MALwCJ%2F9cALwCU%2F9cALwCV%2F9cALwCW%2F9cALwCX%2F9cALwCY%2F9cALwCa%2F9cALwCb%2F%2BwALwCc%2F%2BwALwCd%2F%2BwALwCe%2F%2BwALwCf%2F8MALwDD%2F9cALwDL%2F1wALwDO%2F1wAMgAP%2F64AMgAR%2F64AMgAk%2F9cAMgA3%2F8MAMgA5%2F%2BwAMgA6%2F%2BwAMgA7%2F9cAMgA8%2F%2BwAMgA9%2F%2BwAMgCC%2F9cAMgCD%2F9cAMgCE%2F9cAMgCF%2F9cAMgCG%2F9cAMgCH%2F9cAMgCf%2F%2BwAMgDM%2F64AMgDP%2F64AMwAP%2FvYAMwAR%2FvYAMwAk%2F5oAMwA7%2F9cAMwA9%2F%2BwAMwCC%2F5oAMwCD%2F5oAMwCE%2F5oAMwCF%2F5oAMwCG%2F5oAMwCH%2F5oAMwDM%2FvYAMwDP%2FvYANAAP%2F64ANAAR%2F64ANAAk%2F9cANAA3%2F8MANAA5%2F%2BwANAA6%2F%2BwANAA7%2F9cANAA8%2F%2BwANAA9%2F%2BwANACC%2F9cANACD%2F9cANACE%2F9cANACF%2F9cANACG%2F9cANACH%2F9cANACf%2F%2BwANADM%2F64ANADP%2F64ANwAP%2F4UANwAQ%2F64ANwAR%2F4UANwAiACkANwAk%2F3EANwAm%2F9cANwAq%2F9cANwAy%2F9cANwA0%2F9cANwA3ACkANwBE%2F1wANwBG%2F3EANwBH%2F3EANwBI%2F3EANwBK%2F3EANwBQ%2F5oANwBR%2F5oANwBS%2F3EANwBT%2F5oANwBU%2F3EANwBV%2F5oANwBW%2F4UANwBY%2F5oANwBZ%2F9cANwBa%2F9cANwBb%2F9cANwBc%2F9cANwBd%2F64ANwCC%2F3EANwCD%2F3EANwCE%2F3EANwCF%2F3EANwCG%2F3EANwCH%2F3EANwCJ%2F9cANwCU%2F9cANwCV%2F9cANwCW%2F9cANwCX%2F9cANwCY%2F9cANwCa%2F9cANwCi%2F3EANwCj%2F1wANwCk%2F1wANwCl%2F1wANwCm%2F1wANwCn%2F1wANwCo%2F1wANwCp%2F3EANwCq%2F3EANwCr%2F3EANwCs%2F3EANwCt%2F3EANwC0%2F3EANwC1%2F3EANwC2%2F3EANwC3%2F3EANwC4%2F3EANwC6%2F3EANwC7%2F5oANwC8%2F5oANwC9%2F5oANwC%2B%2F5oANwC%2F%2F9cANwDD%2F9cANwDE%2F3EANwDI%2F64ANwDJ%2F64ANwDM%2F4UANwDP%2F4UAOAAP%2F9cAOAAR%2F9cAOAAk%2F%2BwAOACC%2F%2BwAOACD%2F%2BwAOACE%2F%2BwAOACF%2F%2BwAOACG%2F%2BwAOACH%2F%2BwAOADM%2F9cAOADP%2F9cAOQAP%2F5oAOQAR%2F5oAOQAiACkAOQAk%2F64AOQAm%2F%2BwAOQAq%2F%2BwAOQAy%2F%2BwAOQA0%2F%2BwAOQBE%2F9cAOQBG%2F9cAOQBH%2F9cAOQBI%2F9cAOQBK%2F%2BwAOQBQ%2F%2BwAOQBR%2F%2BwAOQBS%2F9cAOQBT%2F%2BwAOQBU%2F9cAOQBV%2F%2BwAOQBW%2F%2BwAOQBY%2F%2BwAOQCC%2F64AOQCD%2F64AOQCE%2F64AOQCF%2F64AOQCG%2F64AOQCH%2F64AOQCJ%2F%2BwAOQCU%2F%2BwAOQCV%2F%2BwAOQCW%2F%2BwAOQCX%2F%2BwAOQCY%2F%2BwAOQCa%2F%2BwAOQCi%2F9cAOQCj%2F9cAOQCk%2F9cAOQCl%2F9cAOQCm%2F9cAOQCn%2F9cAOQCo%2F9cAOQCp%2F9cAOQCq%2F9cAOQCr%2F9cAOQCs%2F9cAOQCt%2F9cAOQC0%2F9cAOQC1%2F9cAOQC2%2F9cAOQC3%2F9cAOQC4%2F9cAOQC6%2F9cAOQC7%2F%2BwAOQC8%2F%2BwAOQC9%2F%2BwAOQC%2B%2F%2BwAOQDD%2F%2BwAOQDE%2F9cAOQDM%2F5oAOQDP%2F5oAOgAP%2F5oAOgAR%2F5oAOgAiACkAOgAk%2F64AOgAm%2F%2BwAOgAq%2F%2BwAOgAy%2F%2BwAOgA0%2F%2BwAOgBE%2F9cAOgBG%2F9cAOgBH%2F9cAOgBI%2F9cAOgBK%2F%2BwAOgBQ%2F%2BwAOgBR%2F%2BwAOgBS%2F9cAOgBT%2F%2BwAOgBU%2F9cAOgBV%2F%2BwAOgBW%2F%2BwAOgBY%2F%2BwAOgCC%2F64AOgCD%2F64AOgCE%2F64AOgCF%2F64AOgCG%2F64AOgCH%2F64AOgCJ%2F%2BwAOgCU%2F%2BwAOgCV%2F%2BwAOgCW%2F%2BwAOgCX%2F%2BwAOgCY%2F%2BwAOgCa%2F%2BwAOgCi%2F9cAOgCj%2F9cAOgCk%2F9cAOgCl%2F9cAOgCm%2F9cAOgCn%2F9cAOgCo%2F9cAOgCp%2F9cAOgCq%2F9cAOgCr%2F9cAOgCs%2F9cAOgCt%2F9cAOgC0%2F9cAOgC1%2F9cAOgC2%2F9cAOgC3%2F9cAOgC4%2F9cAOgC6%2F9cAOgC7%2F%2BwAOgC8%2F%2BwAOgC9%2F%2BwAOgC%2B%2F%2BwAOgDD%2F%2BwAOgDE%2F9cAOgDM%2F5oAOgDP%2F5oAOwAm%2F9cAOwAq%2F9cAOwAy%2F9cAOwA0%2F9cAOwCJ%2F9cAOwCU%2F9cAOwCV%2F9cAOwCW%2F9cAOwCX%2F9cAOwCY%2F9cAOwCa%2F9cAOwDD%2F9cAPAAP%2F4UAPAAR%2F4UAPAAiACkAPAAk%2F4UAPAAm%2F9cAPAAq%2F9cAPAAy%2F9cAPAA0%2F9cAPABE%2F5oAPABG%2F5oAPABH%2F5oAPABI%2F5oAPABK%2F9cAPABQ%2F8MAPABR%2F8MAPABS%2F5oAPABT%2F8MAPABU%2F5oAPABV%2F8MAPABW%2F64APABY%2F8MAPABd%2F9cAPACC%2F4UAPACD%2F4UAPACE%2F4UAPACF%2F4UAPACG%2F4UAPACH%2F4UAPACJ%2F9cAPACU%2F9cAPACV%2F9cAPACW%2F9cAPACX%2F9cAPACY%2F9cAPACa%2F9cAPACi%2F5oAPACj%2F5oAPACk%2F5oAPACl%2F5oAPACm%2F5oAPACn%2F5oAPACo%2F5oAPACp%2F5oAPACq%2F5oAPACr%2F5oAPACs%2F5oAPACt%2F5oAPAC0%2F5oAPAC1%2F5oAPAC2%2F5oAPAC3%2F5oAPAC4%2F5oAPAC6%2F5oAPAC7%2F8MAPAC8%2F8MAPAC9%2F8MAPAC%2B%2F8MAPADD%2F9cAPADE%2F5oAPADM%2F4UAPADP%2F4UAPQAm%2F%2BwAPQAq%2F%2BwAPQAy%2F%2BwAPQA0%2F%2BwAPQCJ%2F%2BwAPQCU%2F%2BwAPQCV%2F%2BwAPQCW%2F%2BwAPQCX%2F%2BwAPQCY%2F%2BwAPQCa%2F%2BwAPQDD%2F%2BwAPgAtALgARAAF%2F%2BwARAAK%2F%2BwARADL%2F%2BwARADO%2F%2BwARQAF%2F%2BwARQAK%2F%2BwARQBZ%2F9cARQBa%2F9cARQBb%2F9cARQBc%2F9cARQBd%2F%2BwARQC%2F%2F9cARQDL%2F%2BwARQDO%2F%2BwARgAFACkARgAKACkARgDLACkARgDOACkASAAF%2F%2BwASAAK%2F%2BwASABZ%2F9cASABa%2F9cASABb%2F9cASABc%2F9cASABd%2F%2BwASAC%2F%2F9cASADL%2F%2BwASADO%2F%2BwASQAFAHsASQAKAHsASQDLAHsASQDOAHsASwAF%2F%2BwASwAK%2F%2BwASwDL%2F%2BwASwDO%2F%2BwATgBG%2F9cATgBH%2F9cATgBI%2F9cATgBS%2F9cATgBU%2F9cATgCi%2F9cATgCp%2F9cATgCq%2F9cATgCr%2F9cATgCs%2F9cATgCt%2F9cATgC0%2F9cATgC1%2F9cATgC2%2F9cATgC3%2F9cATgC4%2F9cATgC6%2F9cATgDE%2F9cAUAAF%2F%2BwAUAAK%2F%2BwAUADL%2F%2BwAUADO%2F%2BwAUQAF%2F%2BwAUQAK%2F%2BwAUQDL%2F%2BwAUQDO%2F%2BwAUgAF%2F%2BwAUgAK%2F%2BwAUgBZ%2F9cAUgBa%2F9cAUgBb%2F9cAUgBc%2F9cAUgBd%2F%2BwAUgC%2F%2F9cAUgDL%2F%2BwAUgDO%2F%2BwAUwAF%2F%2BwAUwAK%2F%2BwAUwBZ%2F9cAUwBa%2F9cAUwBb%2F9cAUwBc%2F9cAUwBd%2F%2BwAUwC%2F%2F9cAUwDL%2F%2BwAUwDO%2F%2BwAVQAFAFIAVQAKAFIAVQBE%2F9cAVQBG%2F9cAVQBH%2F9cAVQBI%2F9cAVQBK%2F%2BwAVQBS%2F9cAVQBU%2F9cAVQCi%2F9cAVQCj%2F9cAVQCk%2F9cAVQCl%2F9cAVQCm%2F9cAVQCn%2F9cAVQCo%2F9cAVQCp%2F9cAVQCq%2F9cAVQCr%2F9cAVQCs%2F9cAVQCt%2F9cAVQC0%2F9cAVQC1%2F9cAVQC2%2F9cAVQC3%2F9cAVQC4%2F9cAVQC6%2F9cAVQDE%2F9cAVQDLAFIAVQDOAFIAVwAFACkAVwAKACkAVwDLACkAVwDOACkAWQAFAFIAWQAKAFIAWQAP%2F64AWQAR%2F64AWQAiACkAWQDLAFIAWQDM%2F64AWQDOAFIAWQDP%2F64AWgAFAFIAWgAKAFIAWgAP%2F64AWgAR%2F64AWgAiACkAWgDLAFIAWgDM%2F64AWgDOAFIAWgDP%2F64AWwBG%2F9cAWwBH%2F9cAWwBI%2F9cAWwBS%2F9cAWwBU%2F9cAWwCi%2F9cAWwCp%2F9cAWwCq%2F9cAWwCr%2F9cAWwCs%2F9cAWwCt%2F9cAWwC0%2F9cAWwC1%2F9cAWwC2%2F9cAWwC3%2F9cAWwC4%2F9cAWwC6%2F9cAWwDE%2F9cAXAAFAFIAXAAKAFIAXAAP%2F64AXAAR%2F64AXAAiACkAXADLAFIAXADM%2F64AXADOAFIAXADP%2F64AXgAtALgAggAF%2F3EAggAK%2F3EAggAm%2F9cAggAq%2F9cAggAtAQoAggAy%2F9cAggA0%2F9cAggA3%2F3EAggA5%2F64AggA6%2F64AggA8%2F4UAggCJ%2F9cAggCU%2F9cAggCV%2F9cAggCW%2F9cAggCX%2F9cAggCY%2F9cAggCa%2F9cAggCf%2F4UAggDD%2F9cAggDL%2F3EAggDO%2F3EAgwAF%2F3EAgwAK%2F3EAgwAm%2F9cAgwAq%2F9cAgwAtAQoAgwAy%2F9cAgwA0%2F9cAgwA3%2F3EAgwA5%2F64AgwA6%2F64AgwA8%2F4UAgwCJ%2F9cAgwCU%2F9cAgwCV%2F9cAgwCW%2F9cAgwCX%2F9cAgwCY%2F9cAgwCa%2F9cAgwCf%2F4UAgwDD%2F9cAgwDL%2F3EAgwDO%2F3EAhAAF%2F3EAhAAK%2F3EAhAAm%2F9cAhAAq%2F9cAhAAtAQoAhAAy%2F9cAhAA0%2F9cAhAA3%2F3EAhAA5%2F64AhAA6%2F64AhAA8%2F4UAhACJ%2F9cAhACU%2F9cAhACV%2F9cAhACW%2F9cAhACX%2F9cAhACY%2F9cAhACa%2F9cAhACf%2F4UAhADD%2F9cAhADL%2F3EAhADO%2F3EAhQAF%2F3EAhQAK%2F3EAhQAm%2F9cAhQAq%2F9cAhQAtAQoAhQAy%2F9cAhQA0%2F9cAhQA3%2F3EAhQA5%2F64AhQA6%2F64AhQA8%2F4UAhQCJ%2F9cAhQCU%2F9cAhQCV%2F9cAhQCW%2F9cAhQCX%2F9cAhQCY%2F9cAhQCa%2F9cAhQCf%2F4UAhQDD%2F9cAhQDL%2F3EAhQDO%2F3EAhgAF%2F3EAhgAK%2F3EAhgAm%2F9cAhgAq%2F9cAhgAtAQoAhgAy%2F9cAhgA0%2F9cAhgA3%2F3EAhgA5%2F64AhgA6%2F64AhgA8%2F4UAhgCJ%2F9cAhgCU%2F9cAhgCV%2F9cAhgCW%2F9cAhgCX%2F9cAhgCY%2F9cAhgCa%2F9cAhgCf%2F4UAhgDD%2F9cAhgDL%2F3EAhgDO%2F3EAhwAF%2F3EAhwAK%2F3EAhwAm%2F9cAhwAq%2F9cAhwAtAQoAhwAy%2F9cAhwA0%2F9cAhwA3%2F3EAhwA5%2F64AhwA6%2F64AhwA8%2F4UAhwCJ%2F9cAhwCU%2F9cAhwCV%2F9cAhwCW%2F9cAhwCX%2F9cAhwCY%2F9cAhwCa%2F9cAhwCf%2F4UAhwDD%2F9cAhwDL%2F3EAhwDO%2F3EAiAAtAHsAiQAm%2F9cAiQAq%2F9cAiQAy%2F9cAiQA0%2F9cAiQCJ%2F9cAiQCU%2F9cAiQCV%2F9cAiQCW%2F9cAiQCX%2F9cAiQCY%2F9cAiQCa%2F9cAiQDD%2F9cAigAtAHsAiwAtAHsAjAAtAHsAjQAtAHsAkgAP%2F64AkgAR%2F64AkgAk%2F9cAkgA3%2F8MAkgA5%2F%2BwAkgA6%2F%2BwAkgA7%2F9cAkgA8%2F%2BwAkgA9%2F%2BwAkgCC%2F9cAkgCD%2F9cAkgCE%2F9cAkgCF%2F9cAkgCG%2F9cAkgCH%2F9cAkgCf%2F%2BwAkgDM%2F64AkgDP%2F64AlAAP%2F64AlAAR%2F64AlAAk%2F9cAlAA3%2F8MAlAA5%2F%2BwAlAA6%2F%2BwAlAA7%2F9cAlAA8%2F%2BwAlAA9%2F%2BwAlACC%2F9cAlACD%2F9cAlACE%2F9cAlACF%2F9cAlACG%2F9cAlACH%2F9cAlACf%2F%2BwAlADM%2F64AlADP%2F64AlQAP%2F64AlQAR%2F64AlQAk%2F9cAlQA3%2F8MAlQA5%2F%2BwAlQA6%2F%2BwAlQA7%2F9cAlQA8%2F%2BwAlQA9%2F%2BwAlQCC%2F9cAlQCD%2F9cAlQCE%2F9cAlQCF%2F9cAlQCG%2F9cAlQCH%2F9cAlQCf%2F%2BwAlQDM%2F64AlQDP%2F64AlgAP%2F64AlgAR%2F64AlgAk%2F9cAlgA3%2F8MAlgA5%2F%2BwAlgA6%2F%2BwAlgA7%2F9cAlgA8%2F%2BwAlgA9%2F%2BwAlgCC%2F9cAlgCD%2F9cAlgCE%2F9cAlgCF%2F9cAlgCG%2F9cAlgCH%2F9cAlgCf%2F%2BwAlgDM%2F64AlgDP%2F64AlwAP%2F64AlwAR%2F64AlwAk%2F9cAlwA3%2F8MAlwA5%2F%2BwAlwA6%2F%2BwAlwA7%2F9cAlwA8%2F%2BwAlwA9%2F%2BwAlwCC%2F9cAlwCD%2F9cAlwCE%2F9cAlwCF%2F9cAlwCG%2F9cAlwCH%2F9cAlwCf%2F%2BwAlwDM%2F64AlwDP%2F64AmAAP%2F64AmAAR%2F64AmAAk%2F9cAmAA3%2F8MAmAA5%2F%2BwAmAA6%2F%2BwAmAA7%2F9cAmAA8%2F%2BwAmAA9%2F%2BwAmACC%2F9cAmACD%2F9cAmACE%2F9cAmACF%2F9cAmACG%2F9cAmACH%2F9cAmACf%2F%2BwAmADM%2F64AmADP%2F64AmgAP%2F64AmgAR%2F64AmgAk%2F9cAmgA3%2F8MAmgA5%2F%2BwAmgA6%2F%2BwAmgA7%2F9cAmgA8%2F%2BwAmgA9%2F%2BwAmgCC%2F9cAmgCD%2F9cAmgCE%2F9cAmgCF%2F9cAmgCG%2F9cAmgCH%2F9cAmgCf%2F%2BwAmgDM%2F64AmgDP%2F64AmwAP%2F9cAmwAR%2F9cAmwAk%2F%2BwAmwCC%2F%2BwAmwCD%2F%2BwAmwCE%2F%2BwAmwCF%2F%2BwAmwCG%2F%2BwAmwCH%2F%2BwAmwDM%2F9cAmwDP%2F9cAnAAP%2F9cAnAAR%2F9cAnAAk%2F%2BwAnACC%2F%2BwAnACD%2F%2BwAnACE%2F%2BwAnACF%2F%2BwAnACG%2F%2BwAnACH%2F%2BwAnADM%2F9cAnADP%2F9cAnQAP%2F9cAnQAR%2F9cAnQAk%2F%2BwAnQCC%2F%2BwAnQCD%2F%2BwAnQCE%2F%2BwAnQCF%2F%2BwAnQCG%2F%2BwAnQCH%2F%2BwAnQDM%2F9cAnQDP%2F9cAngAP%2F9cAngAR%2F9cAngAk%2F%2BwAngCC%2F%2BwAngCD%2F%2BwAngCE%2F%2BwAngCF%2F%2BwAngCG%2F%2BwAngCH%2F%2BwAngDM%2F9cAngDP%2F9cAnwAP%2F4UAnwAR%2F4UAnwAiACkAnwAk%2F4UAnwAm%2F9cAnwAq%2F9cAnwAy%2F9cAnwA0%2F9cAnwBE%2F5oAnwBG%2F5oAnwBH%2F5oAnwBI%2F5oAnwBK%2F9cAnwBQ%2F8MAnwBR%2F8MAnwBS%2F5oAnwBT%2F8MAnwBU%2F5oAnwBV%2F8MAnwBW%2F64AnwBY%2F8MAnwBd%2F9cAnwCC%2F4UAnwCD%2F4UAnwCE%2F4UAnwCF%2F4UAnwCG%2F4UAnwCH%2F4UAnwCJ%2F9cAnwCU%2F9cAnwCV%2F9cAnwCW%2F9cAnwCX%2F9cAnwCY%2F9cAnwCa%2F9cAnwCi%2F5oAnwCj%2F5oAnwCk%2F5oAnwCl%2F5oAnwCm%2F5oAnwCn%2F5oAnwCo%2F5oAnwCp%2F5oAnwCq%2F5oAnwCr%2F5oAnwCs%2F5oAnwCt%2F5oAnwC0%2F5oAnwC1%2F5oAnwC2%2F5oAnwC3%2F5oAnwC4%2F5oAnwC6%2F5oAnwC7%2F8MAnwC8%2F8MAnwC9%2F8MAnwC%2B%2F8MAnwDD%2F9cAnwDE%2F5oAnwDM%2F4UAnwDP%2F4UAoAAP%2FvYAoAAR%2FvYAoAAk%2F5oAoAA7%2F9cAoAA9%2F%2BwAoACC%2F5oAoACD%2F5oAoACE%2F5oAoACF%2F5oAoACG%2F5oAoACH%2F5oAoADM%2FvYAoADP%2FvYAogAF%2F%2BwAogAK%2F%2BwAogDL%2F%2BwAogDO%2F%2BwAowAF%2F%2BwAowAK%2F%2BwAowDL%2F%2BwAowDO%2F%2BwApAAF%2F%2BwApAAK%2F%2BwApADL%2F%2BwApADO%2F%2BwApQAF%2F%2BwApQAK%2F%2BwApQDL%2F%2BwApQDO%2F%2BwApgAF%2F%2BwApgAK%2F%2BwApgDL%2F%2BwApgDO%2F%2BwApwAF%2F%2BwApwAK%2F%2BwApwDL%2F%2BwApwDO%2F%2BwAqgAF%2F%2BwAqgAK%2F%2BwAqgBZ%2F9cAqgBa%2F9cAqgBb%2F9cAqgBc%2F9cAqgBd%2F%2BwAqgC%2F%2F9cAqgDL%2F%2BwAqgDO%2F%2BwAqwAF%2F%2BwAqwAK%2F%2BwAqwBZ%2F9cAqwBa%2F9cAqwBb%2F9cAqwBc%2F9cAqwBd%2F%2BwAqwC%2F%2F9cAqwDL%2F%2BwAqwDO%2F%2BwArAAF%2F%2BwArAAK%2F%2BwArABZ%2F9cArABa%2F9cArABb%2F9cArABc%2F9cArABd%2F%2BwArAC%2F%2F9cArADL%2F%2BwArADO%2F%2BwArQAF%2F%2BwArQAK%2F%2BwArQBZ%2F9cArQBa%2F9cArQBb%2F9cArQBc%2F9cArQBd%2F%2BwArQC%2F%2F9cArQDL%2F%2BwArQDO%2F%2BwAsgAF%2F%2BwAsgAK%2F%2BwAsgBZ%2F9cAsgBa%2F9cAsgBb%2F9cAsgBc%2F9cAsgBd%2F%2BwAsgC%2F%2F9cAsgDL%2F%2BwAsgDO%2F%2BwAtAAF%2F%2BwAtAAK%2F%2BwAtABZ%2F9cAtABa%2F9cAtABb%2F9cAtABc%2F9cAtABd%2F%2BwAtAC%2F%2F9cAtADL%2F%2BwAtADO%2F%2BwAtQAF%2F%2BwAtQAK%2F%2BwAtQBZ%2F9cAtQBa%2F9cAtQBb%2F9cAtQBc%2F9cAtQBd%2F%2BwAtQC%2F%2F9cAtQDL%2F%2BwAtQDO%2F%2BwAtgAF%2F%2BwAtgAK%2F%2BwAtgBZ%2F9cAtgBa%2F9cAtgBb%2F9cAtgBc%2F9cAtgBd%2F%2BwAtgC%2F%2F9cAtgDL%2F%2BwAtgDO%2F%2BwAuAAF%2F9cAuAAK%2F9cAuADL%2F9cAuADO%2F9cAugAF%2F%2BwAugAK%2F%2BwAugBZ%2F9cAugBa%2F9cAugBb%2F9cAugBc%2F9cAugBd%2F%2BwAugC%2F%2F9cAugDL%2F%2BwAugDO%2F%2BwAvwAFAFIAvwAKAFIAvwAP%2F64AvwAR%2F64AvwAiACkAvwDLAFIAvwDM%2F64AvwDOAFIAvwDP%2F64AwAAF%2F%2BwAwAAK%2F%2BwAwABZ%2F9cAwABa%2F9cAwABb%2F9cAwABc%2F9cAwABd%2F%2BwAwAC%2F%2F9cAwADL%2F%2BwAwADO%2F%2BwAwQAFAFIAwQAKAFIAwQAP%2F64AwQAR%2F64AwQAiACkAwQDLAFIAwQDM%2F64AwQDOAFIAwQDP%2F64AwwAtAHsAyAA3%2F64AyQA3%2F64AygAk%2F3EAygA3ACkAygA5ACkAygA6ACkAygA8ABQAygBE%2F64AygBG%2F4UAygBH%2F4UAygBI%2F4UAygBK%2F8MAygBQ%2F8MAygBR%2F8MAygBS%2F4UAygBT%2F8MAygBU%2F4UAygBV%2F8MAygBW%2F8MAygBY%2F8MAygCC%2F3EAygCD%2F3EAygCE%2F3EAygCF%2F3EAygCG%2F3EAygCH%2F3EAygCfABQAygCi%2F4UAygCj%2F64AygCk%2F64AygCl%2F64AygCm%2F64AygCn%2F64AygCo%2F64AygCp%2F4UAygCq%2F4UAygCr%2F4UAygCs%2F4UAygCt%2F4UAygC0%2F4UAygC1%2F4UAygC2%2F4UAygC3%2F4UAygC4%2F4UAygC6%2F4UAygC7%2F8MAygC8%2F8MAygC9%2F8MAygC%2B%2F8MAygDE%2F4UAywAk%2F3EAywA3ACkAywA5ACkAywA6ACkAywA8ABQAywBE%2F64AywBG%2F4UAywBH%2F4UAywBI%2F4UAywBK%2F8MAywBQ%2F8MAywBR%2F8MAywBS%2F4UAywBT%2F8MAywBU%2F4UAywBV%2F8MAywBW%2F8MAywBY%2F8MAywCC%2F3EAywCD%2F3EAywCE%2F3EAywCF%2F3EAywCG%2F3EAywCH%2F3EAywCfABQAywCi%2F4UAywCj%2F64AywCk%2F64AywCl%2F64AywCm%2F64AywCn%2F64AywCo%2F64AywCp%2F4UAywCq%2F4UAywCr%2F4UAywCs%2F4UAywCt%2F4UAywC0%2F4UAywC1%2F4UAywC2%2F4UAywC3%2F4UAywC4%2F4UAywC6%2F4UAywC7%2F8MAywC8%2F8MAywC9%2F8MAywC%2B%2F8MAywDE%2F4UAzAAm%2F5oAzAAq%2F5oAzAAy%2F5oAzAA0%2F5oAzAA3%2F3EAzAA4%2F9cAzAA5%2F4UAzAA6%2F4UAzAA8%2F4UAzACJ%2F5oAzACU%2F5oAzACV%2F5oAzACW%2F5oAzACX%2F5oAzACY%2F5oAzACa%2F5oAzACb%2F9cAzACc%2F9cAzACd%2F9cAzACe%2F9cAzACf%2F4UAzADD%2F5oAzQAk%2F3EAzQA3ACkAzQA5ACkAzQA6ACkAzQA8ABQAzQBE%2F64AzQBG%2F4UAzQBH%2F4UAzQBI%2F4UAzQBK%2F8MAzQBQ%2F8MAzQBR%2F8MAzQBS%2F4UAzQBT%2F8MAzQBU%2F4UAzQBV%2F8MAzQBW%2F8MAzQBY%2F8MAzQCC%2F3EAzQCD%2F3EAzQCE%2F3EAzQCF%2F3EAzQCG%2F3EAzQCH%2F3EAzQCfABQAzQCi%2F4UAzQCj%2F64AzQCk%2F64AzQCl%2F64AzQCm%2F64AzQCn%2F64AzQCo%2F64AzQCp%2F4UAzQCq%2F4UAzQCr%2F4UAzQCs%2F4UAzQCt%2F4UAzQC0%2F4UAzQC1%2F4UAzQC2%2F4UAzQC3%2F4UAzQC4%2F4UAzQC6%2F4UAzQC7%2F8MAzQC8%2F8MAzQC9%2F8MAzQC%2B%2F8MAzQDE%2F4UAzwAm%2F5oAzwAq%2F5oAzwAy%2F5oAzwA0%2F5oAzwA3%2F3EAzwA4%2F9cAzwA5%2F4UAzwA6%2F4UAzwA8%2F4UAzwCJ%2F5oAzwCU%2F5oAzwCV%2F5oAzwCW%2F5oAzwCX%2F5oAzwCY%2F5oAzwCa%2F5oAzwCb%2F9cAzwCc%2F9cAzwCd%2F9cAzwCe%2F9cAzwCf%2F4UAzwDD%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%2BAD8AQABBAEIAQwBEAEUARgBHAEgASQBKAEsATABNAE4ATwBQAFEAUgBTAFQAVQBWAFcAWABZAFoAWwBcAF0AXgBfAGAAYQCsAKMAhACFAL0AlgDoAIYAjgCLAJ0AqQCkAQIAigEDAIMAkwDyAPMAjQCXAIgAwwDeAPEAngCqAPUA9AD2AKIArQDJAMcArgBiAGMAkABkAMsAZQDIAMoAzwDMAM0AzgDpAGYA0wDQANEArwBnAPAAkQDWANQA1QBoAOsA7QCJAGoAaQBrAG0AbABuAKAAbwBxAHAAcgBzAHUAdAB2AHcA6gB4AHoAeQB7AH0AfAC4AKEAfwB%2BAIAAgQDsAO4AugDXALAAsQDYAN0A2QCyALMAtgC3AMQAtAC1AMUAhwC%2BAL8AvAEEAQUHdW5pMDBBRAlvdmVyc2NvcmUMZm91cnN1cGVyaW9yBEV1cm8AAAABAAMACAAKAA0AB%2F%2F%2FAA8AAAABAAAAAMmJbzEAAAAAyTUxiwAAAADJ7dhg%29%20format%28%27truetype%27%29%3B%0A%7D%0A%40font%2Dface%20%7B%0Afont%2Dfamily%3A%20%27Open%20Sans%27%3B%0Afont%2Dstyle%3A%20normal%3B%0Afont%2Dweight%3A%20600%3B%0Asrc%3A%20url%28data%3Aapplication%2Fx%2Dfont%2Dtruetype%3Bbase64%2CAAEAAAAQAQAABAAARkZUTVzEMhEAAJKkAAAAHE9TLzKiDbgUAAABiAAAAGBjbWFwjOjcmQAABUAAAAGyY3Z0IBCRGjQAAA%2FAAAAApmZwZ21%2BYbYRAAAG9AAAB7RnYXNwAAgAGwAAkpgAAAAMZ2x5ZhQyYgAAABIYAABUuGhlYWT5NRTiAAABDAAAADZoaGVhDrUE%2BgAAAUQAAAAkaG10eLHEUI0AAAHoAAADWGtlcm4Mlg8JAABm0AAAIwRsb2Nh0PO82gAAEGgAAAGubWF4cAJSAT8AAAFoAAAAIG5hbWUEDhKHAACJ1AAABs9wb3N0gnjp1QAAkKQAAAHycHJlcHism24AAA6oAAABGAABAAAAARmawtwUTF8PPPUAHwgAAAAAAMnt2GIAAAAAye3YYv53%2FhQHrgdzAAEACAACAAAAAAAAAAEAAAiN%2FagAAAgA%2Fnf%2BeweuAAEAAAAAAAAAAAAAAAAAAADWAAEAAADWAEQABQA%2FAAQAAgAQAC8AXAAAAQMAigADAAEAAwRsAlgABQAIBZoFMwAAAR8FmgUzAAAD0QBmAfYAAAILBwYDCAQCAgTgAALvQAAgWwAA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IkNTQ2Ny4BNTQ2AxQWMzI2NTQmLwEOAQEiBhUUHgEXPgE1NCYCSNDy%2FvKskf724%2B7%2B%2BomchnL6RpJ9gY%2BEhh2EdAENZHosVGR4Y3sFyb%2Bg4YVWvnW12sy7esNMULJvn737smhzd2ZRhjkNOosDP2NVNFJDLzV1TlVjAAACAFb%2F7AQ3BckAGAAlAERAIyIMDAAcEgAGEgMnJgwPFQ8fT1kPDwMVFRlNWRUHAwhPWQMZAD8rABg%2FKxESADkYLysREgA5ERIBFzkRMxEzETMxMAEQACEiJzUWMzISEyMOASMiJjU0ADMyFhIlIgYVFBYzMjY1NC4BBDf%2BpP6ihTpZWu7qCww7p3DC3gEB3pzofv4CeoJ5e3eiRXwDRv5Q%2FlYQxRkBAAESWlDy0%2BUBD5j%2B3%2FafkH2Pjl9Zm1oAAAACAIX%2F4wGuBGoACwAWAChAFBEMBgYAABgXDhRRWQ4QCQNRWQkTAD8rABg%2FKxESATkRMxI5OTEwNzQ2MzIWFRQGIyImETQzMhYVFAYjIiaFTEhJTE1ISEyUS0pNSEhMfUlOUUZHU1IDnpdQR0dTUgAAAgA%2F%2FvgBrARqAAYAEQAyQBsMBwEGBgQHAxMSBAAGEAaQBgMNAwYJD1FZCRAAPysAGC9fXl3GERIBFzkRMxEzMTAlFwYDIxI3AzQzMhYVFAYjIiYBjQ8wgK1FIiOUS0pNSEhM7he6%2FtsBDugC5ZdQR0dTUgABAGAA3QQxBOwABgAmQBYFAQABBAMIBwAPAwE%2FA28DjwPvAwQDAC9dccYREgEXOREzMTAlATUBFQkBBDH8LwPR%2FSMC3d0BrnkB6MP%2BqP7RAAIAZgGwBCkD8gADAAcALUAbBAcAAwQJCAQFUlkEAQEAUlkPAS8BTwFvAQQBAC9dKwAYEMYrERIBFzkxMBM1IRUBNSEVZgPD%2FD0DwwM%2Fs7P%2BcbKyAAEAYADdBDEE7AAGACZAFgEFAgUGAwgHBg8DAT8DbwOPA%2B8DBAMAL11xxhESARc5ETMxMBMJATUBFQFgAt39IwPR%2FC8BogEvAVjD%2Fhh5%2FlIAAgAQ%2F%2BMDbQXLABsAJgBBQCEhHBsABxMADhMcBCgnBBcXEAAAJBAQCktZEAQkHlFZJBMAPysAGD8rERIAORgvEjkRMxESARc5ETMRMxEzMTABNTQ2Nz4BNTQmIyIGByc2MzIWFRQOAQcOAR0BAzQzMhYVFAYjIiYBG1Bkd0VwaV%2BiTVTL6MTmLFltXT%2Ftk0hMTUdHTAG8QG6STl5oSFRaNiawccCpS3VqVUlgUS3%2BwZdPSEdTUQAAAAIAb%2F9WBr4FvgA1AD8ATEAmGwA7FDoHFjYOIy4ADhQWKC4GQUAICz0RETIYODgECwsrHzIDJisALzM%2FMxI5LzMzETMROS8zEjkREgEXOREzETMRMzMRMxEzMTABFA4BIyImJyMOASMiJjU0EjMyFhcDFRQzMjY1NAIkIyIEAhUQACEyNxUGIyAAERASJDMyBBIBFDMyEzcmIyIGBr5ao2tPdBQMMZBao7v40Uy5SBZoT12M%2Fv6n1f7FpgE2ASLd8NL3%2Fo7%2BYuABjfvZAVO7%2B%2Fy3wRIMP0iAjwLjj%2B2EVEhOTtKzzgEBGxj%2BLxigzJ6rAQOMsP652P7e%2FshapFYBjwFlAQUBl9i0%2FrP%2Bp%2BkBJe8RqgAAAAIAAAAABUoFvAAHAA8AN0AeBgUMAAcDBAECBAcIDA8HERAPAkxZDw8FAAQSDAUDAD8zPzMSOS8rERIBFzkRMxEzETMzMTAhAyEDIwEhCQEDLgEnBgcDBEyS%2FdGP%2FAIjAQQCI%2F4xiQ81Chs0hAGW%2FmoFvPpEAmQBjiisKHuS%2FoMAAwDBAAAE2QW2AA8AGAAhAElAJhQEHgsQGhoPBAgLDwQjIggZEBAZS1kQEA8AABhMWQADDxpMWQ8SAD8rABg%2FKxESADkYLysREgA5ERIBFzkRMxEzETMRMzEwEyEgBBUUBgcVHgEVFAQjIRMzMjY1NCYrARkBMzI2NTQmI8EBsgEuAQ2EfJqR%2Fu31%2FfDv5paKlaLP%2FpaZnJ8FtrC%2BgKoWCh2rksXfA1pfcmdc%2Far%2BMXN8cm4AAQB5%2F%2BwEzwXLABgAJkAUAw8JDxUDGhkTAExZEwQMBkxZDBMAPysAGD8rERIBFzkRMzEwASICERASMzI2NxUGIyAAETQSJDMyFwcuAQMvzuzj112uXqza%2Fr%2F%2BqKcBPNXgvlZKpQT%2B%2Ftz%2B%2F%2F7z%2FuwlHc1BAYUBauQBVrZexyM1AAACAMEAAAVmBbYACAAPAChAFA0ECQAEABARBQxMWQUDBA1MWQQSAD8rABg%2FKxESATk5ETMRMzEwARAAKQERISAAAxAhIxEzIAVm%2Fm7%2Bhv5nAcQBXQGE%2FP4Vz6oCEALp%2Fpb%2BgQW2%2Foj%2BowIN%2B9sAAAAAAQDBAAAD%2FAW2AAsAPUAgBAAGCgoBAAEIAw0MBglMWQYGAQICBUxZAgMBCkxZARIAPysAGD8rERIAORgvKxESARc5ETMRMxEzMTApAREhFSERIRUhESED%2FPzFAzv9tAIn%2FdkCTAW2yv5yyP41AAAAAAEAwQAAA%2FoFtgAJADhAHgYAAAEEBwEDCgsGCUxZDwYBCwMGBgIBEgIFTFkCAwA%2FKwAYPxI5L19eXSsREgEXOREzETMxMCEjESEVIREhFSEBru0DOf20Aif92QW2yv43ywAAAAABAHn%2F7AUxBcsAGgA6QB8YAhMIAggaDQQcGwAaTFkAAAULCxBMWQsEBRZMWQUTAD8rABg%2FKxESADkYLysREgEXOREzETMxMAEhEQ4BIyAAERAAITIXByYjIgAVEBIzMjcRIQMXAhqE843%2BtP6YAZYBZOXNVLKy6v7w9eZ0hP7RAxn9IiskAYkBZgFhAY9Yx1L%2B2v%2F%2B9P7pHQF5AAABAMEAAAVCBbYACwAzQBkIBAQFCQEBAAUADA0IA0xZCAgFCgYDAQUSAD8zPzMSOS8rERIBOTkRMxEzETMRMzEwISMRIREjETMRIREzBULw%2FV7v7wKi8AKT%2FW0Ftv2qAlYAAAAAAQDBAAABsAW2AAMAEbYABQQBAwASAD8%2FERIBOTEwMxEzEcHvBbb6SgAAAAAB%2F2T%2BaAGqBbYADAAfQA4KAwcHDg0IAwAFTFkAIwA%2FKwAYPxESATkRMzMxMBMiJzUWMzI1ETMRFAYIYkJUPsTw1f5oGckV%2BAWJ%2Bn%2Fg7QAAAAEAwQAABR0FtgAOADVAHAsMAQAIBAQFAAIFDA4FEA8CDgMIBAULBgMBBRIAPzM%2FMxIXORESARc5ETMRMxEzETMxMCkBAQcRIxEzETY3ASEABwUd%2Fuv%2BNY3v72JhAYsBEP6BpgKWc%2F3dBbb9RnhvAdP%2BPr8AAQDBAAAEGwW2AAUAH0AOAwAFAAcGAQMAA0xZABIAPysAGD8REgE5OREzMTAzETMRIRXB7wJrBbb7F80AAQDBAAAGogW2ABQAPkAfEgsODg0UAAkCCAUFBgYJDQMWFQISCQMGCwcDAA4GEgA%2FMzM%2FMxIXORESARc5ETMRMzMRMzMRMxEzMzEwIQEjEhURIxEhATMBIREjETQSNyMBAzn%2BWAgR2QFRAZYGAaIBUuYLBAj%2BSQTF%2FvDu%2FTkFtvt1BIv6SgLTbQFeJfs9AAAAAQDBAAAFgwW2ABEAMkAXDAEQEAADCgcHCAgAExIDDAgQCQMBCBIAPzM%2FMxI5ORESATk5ETMRMzMRMxEzMzEwKQEBIxcWFREjESEBMyYCNREzBYP%2B2%2F0xCAUO2QEiAs0GAgzbBI1Bupr9CAW2%2B3kXASFRAv4AAAAAAgB5%2F%2BwF0wXNAAsAFwAoQBQMBhIABgAYGQkVTFkJBAMPTFkDEwA%2FKwAYPysREgE5OREzETMxMAEQACEgABEQACEgAAEQEjMyEhEQAiMiAgXT%2Fpv%2Buf61%2Fp0BZQFLAUYBZPuk2tbV2dfV19sC3f6b%2FnQBiQFqAWoBhP52%2Fpr%2B8v7pARQBEQENARb%2B6gACAMEAAASJBbYACgATADJAGQ8ACwUFBgYAFRQLBExZCwsHBhIHE0xZBwMAPysAGD8SOS8rERIBOTkRMxEzETMxMAEUBCEjESMRISAEATMyNjU0JisBBIn%2B1P7rmO8BpQESARH9J3%2B4rJqjpgP85fT93QW24P4WgIh%2BfAAAAgB5%2FqQF0wXNAA8AGwA7QB8FBAMGFgAQCgAEBgoEHRwNGUxZDQQFBwMHBxNMWQcTAD8rEQAzGBDGPysREgEXOREzETMRMxEzMTABEAIHASEBIyAAERAAISAAARASMzISERACIyICBdPLwgFe%2Fr7%2B7Cf%2Btf6dAWUBSwFGAWT7pNrW1dnX1dfbAt3%2B9v6USv6HAUgBiQFqAWoBhP52%2Fpr%2B8v7pARQBEQENARb%2B6gAAAAACAMEAAAUKBbYACAAVAERAIxIVBBAUEwAKCgsLEBMVBBcWEgkACUtZAAAMFAsSDAhMWQwDAD8rABg%2FMxI5LysRADMREgEXOREzETMRMxEzETMxMAEzMjY1NCYrARkBIxEhIAQVEAUBIQEBsKanlqKjnu8BnQEbARD%2B5AGd%2FvD%2BogMOfHp8bP1c%2FbgFttTW%2Fu90%2FXkCSAAAAAEAZP%2FsBAwFywAkADRAGwwAHRIFEhcABCYlDB0DFRUaTFkVBAMJTFkDEwA%2FKwAYPysREgA5ORESARc5ETMRMzEwARQEIyInNR4BMzI2NTQmJy4BNTQkMzIXByYjIgYVFB4BFx4CBAz%2B5vj4nmThYY6HfMLIpAEE29LQTMOZdHgwbo%2BhlkYBjcPeTeIvNmxbUnJOUdCSt9Jcw1JlUzlRSDtDdJIAAQAdAAAEaAW2AAcAJUASAAEBAwYDCQgBEgcDBANMWQQDAD8rEQAzGD8REgEXOREzMTAhIxEhNSEVIQK67%2F5SBEv%2BUgTpzc0AAQC0%2F%2BwFOwW2ABEAJUAREAELCAgBExIRCQMFDkxZBRMAPysAGD8zERIBOTkRMxEzMTABERQGBCMgADURMxEUFjMgGQEFO4v%2B%2Bbf%2B8P7S8KiuAVIFtvxOovODASD8A678Y7WsAWMDmwABAAAAAAT6BbYADAAqQBQDAgkAAQUEAQQJAw4NCQMABAMDEgA%2FPzMSORESARc5ETMRMxEzMzEwATMBIwEzAR4BFz4BNwQC%2BP4A%2FP4C9gExGDYIDTYRBbb6SgW2%2FHNBzTJMyDAAAQAMAAAHgwW2ABwAQEAhAQAYCgkQFRQFGxwNDAUMEBgcBR4dEAUYAwobFAwDAQoSAD8zPzMzEhc5ERIBFzkRMxEzETMzETMzETMzMTApAQMuAScOAQcDIQsBMxMWFz4BNxMzExYXNjcTMwYG%2Fvz4EDAFCi0P8v78vcD00TEVCywS7u30IycPOdDyA2g51ypAzDL8nALcAtr8rM2dVdJBA1b8pnftj90DUgAAAAEABAAABPYFtgALADVAHAEACQoHBgMEBAACBQYICgsIDQwCCAQJBgMBBBIAPzM%2FMxI5ORESARc5ETMRMxEzETMxMCkBCQEhCQEhCQEhAQT2%2Fu3%2Bkv6P%2FwAB5f46AQoBUgFSAQL%2BNwJW%2FaoC9gLA%2FdcCKf08AAAAAAEAAAAABLwFtgAIACxAFQECCAcABAQFAgUHAwoJAAUBBwMFEgA%2FPzMSORESARc5ETMSOREzETMxMAkBIQERIxEBIQJeAVoBBP4Z8P4bAQQDGwKb%2FIH9yQIvA4cAAQBCAAAEWAW2AAkAOEAdAwcIAgACBAcECwoHBAUFBExZBQMCCAEBCExZARIAPysREgA5GD8rERIAORESARc5ETMRMzEwKQE1ASE1IRUBIQRY%2B%2BoC4f0zA%2B79HAL4pgRDzaj7vwAAAAABAJr%2BvAJxBbYABwAfQA0EAAYBAQAJCAYBBQIDAD8zLzMREgE5OREzETMxMAEhESEVIREhAnH%2BKQHX%2FwABAP68Bvqw%2BmcAAAABABAAAAMOBbYAAwAcQAwCAQADAwEFBAMDAhIAPz8REgE5OREzETMxMBMBIwHuAiDd%2Fd8FtvpKBbYAAAABADP%2BvAIIBbYABwAfQA0DAAEGBgAJCAAHAwQDAD8zLzMREgE5OREzETMxMBchESE1IREhMwEA%2FwAB1f4rkwWZsPkGAAEAHQIXBC8FvgAGACdAEgIBBQQDBgAAAwUDCAcFAAQCAwA%2FzTI5ERIBFzkRMxEzETMzMTATATMBIwkBHQG0eQHlwv6j%2Fs0CFwOn%2FFkCtv1KAAAAAAH%2F%2FP7BA3P%2FSAADABG1AwUCBAECAC8zEQEzETMxMAEhNSEDc%2FyJA3f%2BwYcAAQFqBNkDUAYhAAkAE7YIAwsKBYAAAC8azRESATk5MTABLgEnNSEeARcVArJF0zABESaDLATZNMU6FUa2MxkAAAIAWv%2FsBAQEZgAbACYASUAmDAEfHxskCAgUGwMoJwIFFwwgSlkMDAUXABUXEEhZFxAFHEhZBRYAPysAGD8rABg%2FERI5LysREgA5ERIBFzkRMxEzETMzMTAhJyMOASMiJjU0NiU3NTQmIyIGByc%2BATMyFhURJTI2PQEHDgEVFBYDXC8IUKJ%2Fo7f%2BAQS%2FY2hVnEhMWtZf09f9%2BoCbjqaXWJplSbChq64IBjtqaTIiqC8xuMX9F6CPgWAGBmNmSlEAAAIAqP%2FsBJMGFAATAB8AQEAhCRgRAw0eAw0LCwMhIAgRBgAMAAsVABRGWQAQBhtGWQYWAD8rABg%2FKwAYPz8REjk5ERIBOTkRMxEzERczMTABMhIREAIjIicjByMRMxEUBgczNhciBgcVFBYzMjY1EALdz%2Bfq0NJ0ECuw6wgCCnCdjn0CgJF9gQRm%2FtT%2B8f7w%2FtGXgwYU%2Fo4pohalwKfEEMq1xrsBeQAAAAEAZv%2FsA7QEZgAVACZAFA0DAwgSAxcWBgtGWQYQABBGWQAWAD8rABg%2FKxESARc5ETMxMAUiABEQACEyFwcmIyARFBYzMjcVDgECZvv%2B%2BwERAQKvjEeVYf7hj4qdjD%2BPFAElARIBFwEsQb06%2FoO6u07NJSAAAgBm%2F%2BwEVAYUABIAHwBAQCEQFwkDDAwOHQMOAyEgCREABgwADxUGGkZZBhAAE0ZZABYAPysAGD8rABg%2FPxESOTkREgE5OREzETMRFzMxMAUiAhEQEjMyFzMmNREzESMnIwYnMjY3NTQmIyIGFRQWAh3P6OvQ2nIMEey4KQtxm5GEAoiRfIaCFAEsAQ8BEAEvoXdFAZP57JGlvqO3IdGwybq4wQACAGb%2F7AQ5BGYAFAAbAEdAJxkKGAsLAwMKEQMdHBgLSFkMGBwYAhADGBgABgYVSFkGEAAOR1kAFgA%2FKwAYPysREgA5GC9fXl0rERIBFzkRMxEzETMxMAUgABEQADMyEh0BIR4BMzI2NxUOAQMiBgchLgECi%2F7%2B%2Ft0BDuzb%2Fv0fBaSVYqlhVrCccIcNAfYCgBQBLQEIAQ8BNv726X%2BhrSUrvykiA8iOiImNAAAAAQAjAAADQgYfABUAO0AeDRQUBwICAwADBQMXFgMVCxBGWQsABQEUAUhZBxQPAD8zKxEAMxg%2FKwAYPxESARc5ETMSOTkRMzEwASERIxEjNTc1NDYzMhcHJiMiBh0BIQLT%2FvLstra4vXx4PldPUEkBDgOg%2FGADoG5ISMS9KbIcY2NIAAAAAwAX%2FhQETgRmACsAOABDAHJAPSsCJT4FOSUMHzITLBkABRMZHyUGRUQiCAg8SlkICBYoHDYPDzZGWQ8PFigoQUpZKBArAklZKw8WL0lZFhsAPysAGD8rABg%2FKxESADkYLysREgA5ERI5GC8rEQAzERIBFzkRMxEzETMRMxEzEjk5MTABFQceARUUBiMiJwYVFBY7ATIWFRQEISImNTQ2Ny4BNTQ2Ny4BNTQ2MzIWFwEUFjMyNjU0JisBIgYTFBYzMjU0JiMiBgROvRoi7M81K0xHX8G3vv7K%2Ftvi7oF0Lz1GRVZr49IvZxr%2BGol8wLxnjLJld2VrZMxlZ2ZpBFKBIyNmOavECC8%2FJiack7zMoJRmixsUWTE%2BViolp3C0xg0H%2BwJMUm5bSD1fA0docNpsdXQAAAABAKgAAAR1BhQAFQAzQBkBAA8NCQkKAAoXFg8KExMFRlkTEAsAAQoVAD8zPz8rERIAORESATk5ETMRMzMRMzEwISMRNCYjIgYVESMRMxEUBzM%2BATMgEQR17GdwlIvr6wwPMKtyAZICqIB%2BsdD92wYU%2FnVfbFBY%2FmsAAAAAAgCaAAABogX6AAMADwA2QCIKAAQAAQEREA0fBy8HAl8Hbwd%2FB58HrwffB%2B8HBwcCDwEVAD8%2FL11xzRESATkRMzMRMzEwISMRMwM0NjMyFhUUBiMiJgGT6%2Bv5RUA%2BRUU%2BQEUEUgElP0REPzxFRQAAAAL%2Fh%2F4UAaIF%2BgAMABgAQ0AqEwoKDQMDBwcaGRZADxAfEC8QTxBfEI8QnxDPEN8QCQ4DEAgPAAVGWQAbAD8rABg%2FL19eXRrNERIBOREXMxEzMTATIic1FjMyNREzERQGAzQ2MzIWFRQGIyImN2pGREeW67NGRUA%2BRUU%2BQEX%2BFBm6EqoE0%2Fsdq7AHYz9ERD88RUUAAAABAKgAAASJBhQADgA6QB8CAwYFDgwJCQoDBAUHCgUQDw4IBwQECgILAAIPBgoVAD8zPz8REhc5ERIBFzkRMxEzMxEzETMxMAE3ASEJASEBBxEjETMRBwGLhQFOAQ%2F%2BQwHZ%2Fuz%2BnYHp6QwCSKYBZP4l%2FYkB5Wr%2BhQYU%2FQnVAAAAAAEAqAAAAZMGFAADABZACQABAQUEAgABFQA%2FPxESATkRMzEwISMRMwGT6%2BsGFAAAAAEAqAAABwYEZgAjAEZAIxwbEwAAAQ0JCQoBChsDJSQUDQoRCw8cAQoVIAURBUZZFxEQAD8zKxEAMxg%2FMzM%2FERI5ORESARc5ETMRMxEzEjkRMzEwISMRNCYjIgYVESMRMxczPgEzIBczPgEzMhYVESMRNCYjIgYVBEzsYGaIf%2Bu4IQwur2kA%2F1MQMbJzxrXrYWaJfwKqf32xzv3ZBFKRT1auUlzIzf0vAqp%2FfauxAAAAAQCoAAAEdQRmABMAMUAYDQkJCgEACgAUFQ0KEREFRlkREAsPAQoVAD8zPz8rERIAORESATk5ETMRMxEzMTAhIxE0JiMiBhURIxEzFzM%2BATMgEQR17GdwlYrruCEMMrhwAY4CqIB%2BsM%2F92QRSkU9W%2FmsAAAACAGb%2F7AR9BGYADAAVAChAFA0HEQAHABYXChNGWQoQAw9GWQMWAD8rABg%2FKxESATk5ETMRMzEwARAAIyImAjUQADMyAAEQISARECEiBgR9%2Fur4m%2B6AART78AEY%2FNsBGwEY%2FuaUhQIr%2FvH%2B0IwBBq0BDQEu%2Fsv%2B%2Bv6BAX8Be8QAAAIAqP4UBJMEZgATACAAP0AgGAsDBgYHHhEHESEiAwsADg4URlkOEAgPBxsAG0ZZABYAPysAGD8%2FPysREgA5ORESATk5ETMRMxEzMzMxMAUiJyMWFREjETMWFzM2MzISERACASIGHQEUFjMyNjU0JgLZ0nQODuu%2BCBkMbtzP5%2Bv%2B%2BIyBgJF6hIMUl4we%2FjsGPh91qP7U%2FvH%2B8f7QA7qktCPKtci5ur8AAAIAZv4UBFQEZgALACAAQEAgHhYDGhoZCg8ZDyIhGhsXDx8WDBISB0ZZEhAMAEZZDBYAPysAGD8rERIAOTkYPz8REgE5OREzETMRMzMzMTAlMjY9ATQmIyIGFRAXIgIREBIzMhYXMzczESMRNDY3IwYCXpSBhZR%2BhMPN6OzPaKVBCBrD7AgDDWioq60lzbTIu%2F6FvAEtAQ4BDgExTViR%2BcIB1SxiGqUAAAEAqAAAA04EZgAQACNAEA0JCQoCChIRCw8NChUFABAAPzI%2FOT8REgE5OREzETMxMAEyFwcmIyIGFREjETMXMz4BAtlHLhcyNo2v67gfDDexBGYK2wy4k%2F2%2BBFLDY3QAAAEAYv%2FsA48EZgAhADRAGwoAGxEABhEWBCMiChsDFBQZR1kUEAMISFkDFgA%2FKwAYPysREgA5ORESARc5ETMRMzEwARQGIyInNRYzMjU0LgEnLgE1NDYzMhcHJiMiFRQWFx4CA4%2Fs3N2Gw6jZMG5iv4flxcOuTLN6umGjiXw8ATuirUPLWoMqODwmSpR2jp1PsUpqNEg%2FNVhzAAAAAAEAJ%2F%2FsAvAFSAAVAD1AHw8MExMIAggKEQQXFg0PQAkSDA8PEkhZDw8GAEZZBhYAPysAGD8rEQAzETMaGBDNERIBFzkRMxI5OTEwJTI3FQ4BIyAZASM1PwEzFSEVIREUFgJEVlYne0L%2BspeiUJEBO%2F7FVaobsREXAWACVGhW6vay%2FbBVUQAAAAABAJ7%2F7ARtBFIAFAAwQBcBEREUCwgUCBYVAgUSCQ8AFQUORlkFFgA%2FKwAYPz8zEjkREgE5OREzETMRMzEwIScjDgEjIiY1ETMRFBYzMjY1ETMRA7QhDDG1dMnG7WhvlIvskU1YyMsC0%2F1Wf3%2Bx0AIn%2B64AAAEAAAAABEgEUgALAChAEwkKAgELAAUBCgUDDQwJAQ8FABUAPzI%2FMxESARc5ETMzETMRMzEwIQEzExYXMzY3EzMBAaT%2BXPjhOgwICT3h%2Bv5aBFL9faJkSL4Cg%2FuuAAAAAAEAFAAABnMEUgAdAD5AIR0AFxMSBAgHDhscCgkECQ4XHAUfHgANFwMIFQkbBAMSDwA%2FFzM%2FFzMREgEXOREzETMRMzMRMzMRMzMxMCEDJgMjAgcDIQEzExYXMz4BNxMhEx4BFzM2NxMzAQQzjxpECToik%2F78%2FsrwjTAUBgopD6gBAqMPLQQIDzeP7P7IAgRSASv%2B8nH9%2FgRS%2Fd%2FKkEm9LwJG%2Fboxyjh73QIh%2B64AAAAAAQAZAAAETgRSAAsAM0AaCAcEBQIBCgsAAQUGBwsGDQwJAwsEAQ8ICxUAPzM%2FMxI5ORESARc5ETMRMxEzETMxMAkBIRsBIQkBIQkBIQGe%2Fo0BDPz%2BAQr%2BjAGH%2Fvb%2B7%2F7w%2FvYCNQId%2Fn0Bg%2F3j%2FcsBnv5iAAABAAD%2BFARKBFIAFAAzQBoUCgQICQEAAAQJDwQWFQQUFQgADwwRRlkMGwA%2FKwAYPzM%2FMxESARc5ETMRMxEzMzEwESETFhczPgETMwECISInNRYzMj8BAQDhMxEICTDm%2Fv4ngf7TTko1RKpFKQRS%2FY2GdjedApv7G%2F6nEboMxWgAAAEARAAAA4sEUgAJADhAHQMHCAICBAcJBAsKBwQFBQRIWQUPAggBAQhIWQEVAD8rERIAORg%2FKxESADkREgEXOREzETMxMCkBNQEhNSEVASEDi%2Fy5Ai%2F98wMV%2Fd0CM5EDDbSk%2FQYAAAAAAQAt%2FrwC6QW2ABwARUAnCxgSAg4HFRUcAhgcAx4dEQICDwN%2FA48DrwO%2FA88DBgMDChgZCwoDAD8zLzMSOS9dMxI5ERIBFzkRMxI5ORE5ETMxMAE0ITUyNjURNDYzFQ4BFREUBxUWFREUFhcVLgE1ATf%2B9oeD2dlyZ%2BXlZnPnywEfur9bXQE3nJO2BVNS%2FtfHJwwkyf7VUlQCtwKZqwAAAAEB2f4fAo0GEAADABS3AgMDBQQDAAAAPy8REgE5ETMxMAEzESMB2bS0BhD4DwAAAAEALf68AssFtgAeAEVAJwsbEgQXDgcHAAAEGwMgHwwbGw8afxqPGq8avxrPGgYaGhMEAxITAwA%2FMy8zEjkvXTMSORESARc5ETMSOTkRMxE5MTAFFAYHNT4BNRE0Njc1JjURNCYnNTIWFREUFjMVIgYVAc%2FH219qanvlW27fw399e4EUnJICtwFLXAEGeYQVDCfHASlSUwW2ma7%2B4WRUv1VlAAAAAQBgAjsEMQNoABUAQEAkDwMXFg4GAxERC1JZABEQEQIJAxEGQAYAUlkPBh8GPwZvBgQGAC9dKwAaGBDNX15dKwAQGMQQxhESATk5MTABIgYHNTYzMhYXFjMyNjcVBiMiJicmAUoyez1jl0J2WINZNH06aZFBfVR%2FArQ8Pb9sGiU3Pjq%2Bbx8jNwAAAAACAIX%2BjQGuBF4AAwAPAChAEgQCCgIDAxEQAAANAw0HUVkNEAA%2FKwAYLxI5LxESATkRMzMRMzEwEzMTIQEUBiMiJjU0NjMyFsGuM%2F7rASFLSkhMTEhITQKF%2FAgFOEpOT0lFVFEAAQCm%2F%2BwD9gXLABwASkApDgILAgUWCAUIEBwEHh0FAgIZTVkAAhACAhADAgQZDhNNWQuQDgEODAcAP81dMisAGD%2FFX15dKxEAMxESARc5ETMRMzMRMzEwJQYHFSM1JgI1NBI3NTMVFhcHJiMiBhUUFjMyNjcD23eLnM%2FIyc6emINGkmiSjJCKS4dX7jsFwsgfARj6%2FgEeIKqiBT28O77BwrIeJQABAEgAAARWBckAHQBVQC4aCAsLFw8TAgkQExcYBh8eCxgZGE9ZCA8ZAQsDGRkSAAAFTVkABxMPEg9OWRIYAD8rEQAzGD8rERIAORgvX15dMysRADMREgEXOREzETMSOTkxMAEyFwcmIyIdASEVIRUUBgchFSE1PgE9ASM1MxE0NgKywrVMonrNAY3%2Bc0JQAvT78mJevLzjBclStkfb9Ky2W4Atz8MehHC4rAEAvNQAAAIAdQECBBsEpAAbACcAOkAlIg4cAAACBQkMDhATFxoKKSgJDBATFxoCBQgfFSUPBx8HbwcDBwAvXTPEMhc5ERIBFzkRMxEzMTATNDcnNxc2MzIXNxcHFhUUBxcHJwYjIicHJzcmNxQWMzI2NTQmIyIGukCFeYNkc3NihXmDPz%2BBd4Vjcn5Zg3eDQKiIXmGIiGFdiQLTbWiFd4E%2FQYN1hWRzd2KBd4E9PX93gWN0YoWFYmGIiAAAAAABABIAAAR9BbYAFgBbQDMABxADCwsMAgUJDA4SFQcYFwYSExJQWQADDxMfEwIJAxMTDBUKDg8OUFkHDw8MARUGDBgAPz8zEjkvMysRADMREjkYL19eXTMzKxEAMxESARc5ETMSFzkxMAkBMwEzFSEVIRUhFSM1ITUhNSE1MwEzAkgBQfT%2BceP%2B5wEZ%2Fufh%2FuUBG%2F7l4P529gMdApn9CJeamfT0mZqXAvgAAAAAAgHZ%2Fh8CjQYQAAMABwAkQBADAgUFBAQJCAMEAwQHGwAAAD8%2FOTkvLxESATkRMxI5OTEwATMRIxEzESMB2bS0tLQGEPzm%2FkX85AAAAAIAc%2F%2FyA4kGIwAtADkATUAsNBcmGy4AEQUyGTcDAAMFCxcZGyEIOzoDGTcUMioGHggID0lZCAEeJElZHhYAPysAGD8rERIAFzkREgEXOREzETMRMxEzETMRMzEwEzQ2NyY1NDYzMhYXBy4BIyIVFBYXHgEVFAcWFRQGIyInNR4BMzI1NC4BJy4CNxQeARc2NTQmJw4BgU1Jktu5W6ZjRHR4PcJuiK%2BWi4vs0NSGTcBR6ypkYY2CPbgwbYxtfJ82RQMnUIMrU5iBkiIqojIabTZPM0SdbbFZUI%2BOpUezKDODKzY2JjdddWEtRkQ4QWdLZzUQWwACASUFAgOWBewACwAXAB5ADAwSBgASABkYDwMVCQAvM80yERIBOTkRMxEzMTABNDYzMhYVFAYjIiYlNDYzMhYVFAYjIiYBJUMwNT9ANDBDAYlDMDVAQjMwQwV3Pjc%2BNzVAOjs%2BNz43Nj86AAADAGT%2F7AZEBcsAFgAmADYARkAoAw8vHycXCQ8UFx8FODcAABIQEgISEhsGDwwfDJ8MAwwMIzMbBCsjEwA%2FMz8zEjkvXTMROS9dMxESARc5ETMRMxEzMTABIgYVFBYzMjY3FQYjIiY1NDYzMhcHJgE0EiQzMgQSFRQCBCMiJAI3FBIEMzIkEjU0AiQjIgQCA31veGx7N34uc3jF2dzEiohBavyGyAFeysgBXsrC%2FqLQz%2F6iw3upASSoqgEkp6n%2B26eo%2Ft%2BsBAqhjpOeHhWeM%2FHe1vdGjzf%2B0cgBXsrI%2FqLKxf6m0M8BWsaq%2Ft2oqwEhqagBJaim%2FtwAAAIAOQMCApMFxwAXACEAOUAdCwEhIRcbBwcRFwMjIiELCxMdAQAABBAEAgQOEwQAPzPUXcQzMxI5LzMREgEXOREzETMRMzMxMAEnDgEjIiY1NDY%2FATQmIyIHJzYzMhYVEQEOARUUMzI2PQECIx0udkdxcaioa0VFWng2kI2Kiv7%2BR21gW1wDDmE3NmlqaG8GBEhIOHNGfX3%2BQQE8AkAxWFJSKwAAAgBSAGgEIQPhAAYADQApQBMDBgoNAgQLCQkEDQYEDg8MBQgBAC8zxDIREgEXOREzETMRMxEzMTATARcJAQcBJQEXCQEHAVIBZKj%2B5gEaqP6cAcIBZaj%2B5QEbqP6bAjEBsF7%2Bov6kYQGvGgGwXv6i%2FqRhAa8AAAAAAQBgAQAEMQMrAAUAI0AQAQADAAcGAQQEA1JZLwQBBAAvXSsAGBDEERIBOTkRMzEwASMRITUhBDGy%2FOED0QEAAXmyAP%2F%2FAEgBwQJKAokSBgAQAAAABABk%2F%2BwGRAXLAAgAFQAlADUAXUAzBAkLDg0MABAQES4eJhYJDA4RFh4GNzYPAAASDQ8RHxECEREaCAASEBICEhIiMhoEKiITAD8zPzMSOS9dMxE5L10zEjkvMxESARc5ETMRMxEzETMRMxEzETMxMAEzMjY1NCYrAQUUBxMjAyMRIxEhMhYBNBIkMzIEEhUUAgQjIiQCNxQSBDMyJBI1NAIkIyIEAgLsRUpMSU9DAZmZ7dPAWr0BBq6i%2B9%2FIAV7KyAFeysL%2BotDP%2FqLDe6kBJKiqASSnqf7bp6j%2B36wDAkZBSDl9qz7%2BcwFa%2FqYDh4j%2BxcgBXsrI%2FqLKxf6m0M8BWsaq%2Ft2oqwEhqagBJaim%2FtwAAAAAAf%2F6BhQEBga4AAMAEbUABQEEAQIALzMRATMRMzEwASE1IQQG%2B%2FQEDAYUpAACAG0DOQL%2BBcsADAAYAB9ADRMGDQAGABoZEAkWAwQAPzPEMhESATk5ETMRMzEwEzQ2MzIWFRQGIyIuATcUFjMyNjU0JiMiBm2%2Bi4q%2BwIhYmViZZkpKZmhISGgEgYfDwIqLvVeYWUZoZ0dMZmgAAAAAAgBgAAAEMQThAAsADwA3QB4GAwoKCwwPAQgLBREQDA1SWQwSCQECAVJZBp8CAQIAL10zKxEAMxg%2FKxESARc5ETMSOTkxMAEhNSERMxEhFSERIwE1IRUB7v5yAY60AY%2F%2BcbT%2BcgPRApiyAZf%2BabL%2Bav7%2BsrIAAAAAAQAzAkoCpgXJABYAJ0ATBhEVAgIMERYEGBcJDh8CFRUBIAA%2FMxI5PzMREgEXOREzETMxMAEhNTc%2BATU0JiMiByc2MzIWFRQGDwEhAqb9jeZ1QUAzXWxei6qIl1yJiwGNAkqH4XBqOzQ2WHl3hHJTl3%2BBAAABAC0COQKiBckAIwA5QB8XABAGAAYLEx4DBiUkAxMTHxQBHxQBFBQJGiEfDgkhAD8zPzMSOS9dcTMSORESARc5ETMRMzEwARQGBx4BFRQGIyInNRYzMjU0KwE1MzI1NCYjIgYHJz4BMzIWAoVRT15fuq2UepF9s8dzabhFODlhOVQ9kmKGnQTjS18nFW5Nf4o%2BnU%2BHfYWBNDgoJXIuO3sAAQFqBNkDUAYhAAkAE7YFAAsKBYAAAC8azRESATk5MTABNT4BNyEVDgEHAWo5eSMBETTPRwTZGUasPRU9wTUAAAEAqP4UBHUEUgAYADtAHQoFBQgRABUVFhYIGhkRCw4GFw8JFRYbDgJGWQ4WAD8rABg%2FPz8zEjk5ERIBOTkRMxEzMxEzETMxMAEUMzI2NREzESMnIw4BIyInIx4BFREjETMBk9qSiuy3Ig0wj2iMTwQDB%2BvrAab8sdACJ%2Fuuk1NUWhyyJP7ABj4AAAAAAQBx%2FvwEdwYUAA8ALUAVAQAEBQAFCwMREAEFCAgOBQ4DS1kOAC8rABgvEjkvETMREgEXOREzETMxMAEjESMRIxEGIyImNRA2MyEEd4m%2FiT5U2Mva6AJE%2FvwGf%2FmBAzMS%2BvsBBP4AAAABAIUCOQGuA2oACwAXQAoGAAANDAMJUVkDAC8rERIBOREzMTATNDYzMhYVFAYjIiaFTEhJTE1ISEwC00lOUUZHU1IAAAEAAP4UAaoAAAARAC1AFw8MCgAABQwDExIMD0ALDkgPDw4HAhsOAC8%2FMxI5LyszERIBFzkRMxEzMTABFCEiJzUWMzI2NTQnNzMHHgEBqv7PQjc2RTY%2Fs1SYKVBa%2FvLeD4kOIS1VGaZYFV8AAAEAVAJKAhQFtgAKACJAEAAECQMBCAEMCwcJASAECR4APzM%2FEjkREgE5OREXMzEwASMRPwEOAQcnJTMCFLoDBREvdlgBGacCSgIAZ1sSLFlw0QAAAAIAPQMCAs8FxwALABcAJUASEgAMBgAGGRgPAAMQAwIDFQkEAD8zxF0yERIBOTkRMxEzMTABFAYjIiY1NDYzMhYFFBYzMjY1NCYjIgYCz6%2BdlrCxmZiw%2FhBOWFhOTlhYTgRkpL6%2Fo6m6vaZvbm5vcW1tAAAAAgBQAGgEIQPhAAYADQAlQBILCQQCAAMHAgoJBg4PCAEBDAUALzPELzIREgEXOREzETMxMAkBJwkBNwEFAScJATcBBCH%2BmagBG%2F7lqAFn%2Fj3%2BmqgBGv7mqAFmAhf%2BUWEBXAFeXv5QGv5RYQFcAV5e%2FlAAAP%2F%2FADwAAAYxBbYQJwDTAqYAABAmAHvoABEHANQDXP23AAmzAwIRGAA%2FNTUA%2F%2F8ALgAABkgFthAnANMCgwAAECYAe9oAEQcAdAOi%2FbcAB7ICEBgAPzUAAAD%2F%2FwA3AAAGaAXJECcA0wL4AAAQJwDUA5P9txEGAHUKAAAJswIBBxgAPzU1AAACADf%2BdwOWBF4AGwAnAEhAJhwiABsHExMbIgMpKAQXFwAbEBsCCwMbGxAlJR9RWSUQEApLWRAiAD8rABg%2FKxESADkYL19eXTkRMxESARc5ETMRMxEzMTABFRQGBw4BFRQWMzI2NxcGIyImNTQ%2BATc%2BAT0BExQGIyImNTQ2MzIWAotSZnw%2BbGtaqFJS3MzP6CpWcl4%2B70tKSExMSEhNAoU%2FapZQYmJLTl43JrNuv6lJcmhaTGFPLQFASk5PSUVUUf%2F%2FAAAAAAVKB3MSJgAkAAARBwBD%2F%2BQBUgAIswIZBSYAKzUAAP%2F%2FAAAAAAVKB3MSJgAkAAARBwB2AKoBUgAIswIZBSYAKzUAAP%2F%2FAAAAAAVKB3MSJgAkAAARBwDFADsBUgAIswIcBSYAKzUAAP%2F%2FAAAAAAVKB0gSJgAkAAARBwDHAC0BUgAIswIYBSYAKzUAAP%2F%2FAAAAAAVKBz4SJgAkAAARBwBqAEYBUgAKtAMCJQUmACs1Nf%2F%2FAAAAAAVKBwkSJgAkAAARBgDGVm0ACbMDAiQDAD81NQAAAAAC%2F%2F4AAAbTBbYADwATAGVANgYTExERCg4OAQgABAUFAAEMEBIFFRQKDUxZCgoBBhADTFkQEAEGBRIJEwYTTFkGAwEOTFkBEgA%2FKwAYPysRADMYPxESOS8rERIAORgvKxESARc5MxEzETMRMxI5OREzETMxMCkBESEDIwEhFSERIRUhESEBIREjBtP81f4IvPYCpgQv%2FcUCFP3sAjv7NwGeewGW%2FmoFtsr%2Bcsj%2BNQGZAoEAAP%2F%2FAHn%2BFATPBcsSJgAmAAAQBwB6Ag4AAP%2F%2FAMEAAAP8B3MSJgAoAAARBwBD%2F7cBUgAIswEVBSYAKzUAAP%2F%2FAMEAAAP8B3MSJgAoAAARBwB2AE4BUgAIswEVBSYAKzUAAP%2F%2FAMEAAAP8B3MSJgAoAAARBwDF%2F%2FkBUgAIswEYBSYAKzUAAP%2F%2FAMEAAAP8Bz4SJgAoAAARBwBqAAQBUgAKtAIBIQUmACs1Nf%2F%2F%2F%2FoAAAHgB3MSJgAsAAARBwBD%2FpABUgAIswENBSYAKzUAAP%2F%2FALMAAAKZB3MSJgAsAAARBwB2%2F0kBUgAIswENBSYAKzUAAP%2F%2F%2F7UAAAK3B3MSJgAsAAARBwDF%2FtIBUgAIswEQBSYAKzUAAP%2F%2FAAEAAAJyBz4SJgAsAAARBwBq%2FtwBUgAKtAIBGQUmACs1NQACAC8AAAVeBbYADAAYAEdAJQ0AEggWFgQABAYUBBoZFQYHBkxZEgcHBAkJEUxZCQMEFkxZBBIAPysAGD8rERIAORgvMysRADMREgEXOREzEjk5ETMxMAEQACkBESM1MxEhIAADEAIrAREhFSERMyAFXv5u%2Fob%2Bb5KSAb4BWwGE%2FPn0xQEz%2Fs2gAhIC6f6Y%2Fn8Cb8gCf%2F6H%2FqQBBAEJ%2FknI%2FloA%2F%2F8AwQAABYMHSBImADEAABEHAMcAsgFSAAizARoFJgArNQAA%2F%2F8Aef%2FsBdMHcxImADIAABEHAEMAdwFSAAizAiEFJgArNQAA%2F%2F8Aef%2FsBdMHcxImADIAABEHAHYBJwFSAAizAiEFJgArNQAA%2F%2F8Aef%2FsBdMHcxImADIAABEHAMUAugFSAAizAiQFJgArNQAA%2F%2F8Aef%2FsBdMHSBImADIAABEHAMcArgFSAAizAiAFJgArNQAA%2F%2F8Aef%2FsBdMHPhImADIAABEHAGoAywFSAAq0AwItBSYAKzU1AAEAgwEOBA4EmAALABxADwEDBQcJCwYNDC8AXwACAAAZL10REgEXOTEwCQE3CQEXCQEHCQEnAcn%2Bun0BSAFJff63AUV7%2Frf%2BvH0C0wFGf%2F66AUZ7%2Frb%2BuH0BRv66fQAAAAMAef%2B0BdMF%2FAATABsAIwBOQC0WFx4fBBQcFAAcCgAFCAoPBSUkFx4WHwQhGQ8SCAUEAw0NIUxZDQQDGUxZAxMAPysAGD8rERIAFzkREhc5ERIBFzkRMxEzERIXOTEwARAAISInByc3JhEQACEyFzcXBxYDNCcBFjMyEgEUFwEmIyICBdP%2Bm%2F651ZRejWK8AWUBS8ebWo5jw%2F5Q%2FbZhi9XZ%2FKJOAktci9fbAt3%2Bm%2F50UYlekMQBeQFqAYRSgVyMx%2F6Q4Yj8rjwBFAER54MDUjv%2B6gD%2F%2FwC0%2F%2BwFOwdzEiYAOAAAEQcAQwA3AVIACLMBGwUmACs1AAD%2F%2FwC0%2F%2BwFOwdzEiYAOAAAEQcAdgDuAVIACLMBGwUmACs1AAD%2F%2FwC0%2F%2BwFOwdzEiYAOAAAEQcAxQCLAVIACLMBHgUmACs1AAD%2F%2FwC0%2F%2BwFOwc%2BEiYAOAAAEQcAagCYAVIACrQCAScFJgArNTX%2F%2FwAAAAAEvAdzEiYAPAAAEQcAdgBYAVIACLMBEgUmACs1AAAAAgDBAAAEkQW2AAwAFQBGQCURAA0JBQUGBgAXFgkVTFkACRAJAgwDCQkGBw0ETFkNDQYHAwYSAD8%2FEjkvKxESADkYL19eXSsREgE5OREzETMzETMxMAEUBCEjESMRMxUzIAQBMzI2NTQmKwEEkf7c%2Fuuo7%2B%2FFAQwBEP0fhbusnKykAwjj9P7PBbbz4P4Vfox%2FewAAAAEAqP%2FsBQIGHwAzAEFAIiUABh8ZDiwtAA4UHy0FNTQZJRExLRUxKEZZMQARF0hZERYAPysAGD8rABg%2FERI5ORESARc5ETMRMxEzETMxMAEUBgcOARUUFh8BHgIVFAYjIic1HgEzMjU0JicuATU0Njc%2BATU0JiMiBhURIxE0JDMyBAR9TUJaNi05X1xXLNbMvm06okPARXl3aERHS0CGb3%2BG6wEB7%2BEBBATlSoUzRTocHjMmQD5fcEelrEHHJTGXPVhKSXxUP2k1N1UzSFFsaftzBJHBzagA%2F%2F8AWv%2FsBAQGIRImAEQAABEGAEOZAAAIswIwESYAKzX%2F%2FwBa%2F%2BwEBAYhEiYARAAAEQYAdkwAAAizAjARJgArNf%2F%2FAFr%2F7AQEBiESJgBEAAARBgDF6AAACLMCMxEmACs1%2F%2F8AWv%2FsBAQF9hImAEQAABEGAMfkAAAIswIvESYAKzX%2F%2FwBa%2F%2BwEBAXsEiYARAAAEQYAavUAAAq0AwI8ESYAKzU1AAD%2F%2FwBa%2F%2BwEBAacEiYARAAAEQYAxg4AAAq0AwIqESYAKzU1AAAAAwBa%2F%2BwGuARmACYAMAA3AHNAPyEPFgQtNBYWLTUVJwAAChUaLQU5OA8hJA0ELUpZBAQkDTQWSVk0NCQNETFIWQ0HSFkRDRAeGEdZJClIWR4kFgA%2FMysrABg%2FMysrERIAORgvKxESADkYLysREgA5ORESARc5ETMRMxEzETMRMxI5OTEwEzQ2PwE1NCMiByc%2BATMyFzYzMhIdASESITI3FQ4BIyImJw4BIyImNxQzMjY9AQcOAQEiBgchNCZa8%2Fm8yY2mSljRY%2FFjeOLO9P04CgEjuKxWq26M2UNewZGlu%2FSmfJCHm5ADpHCDCQHZdQE9rK0IBkzCUqYvMZub%2FvPkf%2F6wUL8pIm1ufV60m5uRf2AGBmECEYuLgpQAAP%2F%2FAGb%2BFAO0BGYSJgBGAAAQBwB6AWQAAP%2F%2FAGb%2F7AQ5BiESJgBIAAARBgBDrwAACLMCJREmACs1%2F%2F8AZv%2FsBDkGIRImAEgAABEGAHZgAAAIswIlESYAKzX%2F%2FwBm%2F%2BwEOQYhEiYASAAAEQYAxQAAAAizAigRJgArNf%2F%2FAGb%2F7AQ5BewSJgBIAAARBgBqDgAACrQDAjERJgArNTUAAP%2F%2F%2F7sAAAGhBiESJgDCAAARBwBD%2FlEAAAAIswENESYAKzUAAP%2F%2FAJwAAAKCBiESJgDCAAARBwB2%2FzIAAAAIswENESYAKzUAAP%2F%2F%2F5wAAAKeBiESJgDCAAARBwDF%2FrkAAAAIswEQESYAKzUAAP%2F%2F%2F%2BcAAAJYBewSJgDCAAARBwBq%2FsIAAAAKtAIBGREmACs1NQACAGb%2F7AR9BiEAGwAnAFBAKwwcHAAiBgAGEBMYBSkoFhkRDhAFFw8PFAwDCQkfR1kJCQMXFAEDJUdZAxYAPysAGD%2FGEjkvKxESADkSORgvEhc5ERIBFzkRMxEzETMxMAEQACMiADU0ADMyFzcmJwcnNyYnNxYXNxcHFhIDNCYjIgYVFBYzMjYEff7t%2B%2Bv%2B4gEG3NZXCD6l%2BljMVlFUjHbnWLyYn%2FCXg5eGlImUhgI3%2Fun%2BzAEQ5ecBDW8EvZyWhXc7K5I%2FUYqBcYz%2BhP7pf5aknpmitgAAAP%2F%2FAKgAAAR1BfYSJgBRAAARBgDHIQAACLMBHBEmACs1%2F%2F8AZv%2FsBH0GIRImAFIAABEGAEO7AAAIswIfESYAKzX%2F%2FwBm%2F%2BwEfQYhEiYAUgAAEQYAdm8AAAizAh8RJgArNf%2F%2FAGb%2F7AR9BiESJgBSAAARBgDFDAAACLMCIhEmACs1%2F%2F8AZv%2FsBH0F9hImAFIAABEGAMf%2FAAAIswIeESYAKzX%2F%2FwBm%2F%2BwEfQXsEiYAUgAAEQYAahIAAAq0AwIrESYAKzU1AAAAAwBgAOwEMQS2AAMADwAbADRAGhYQCgQAAwQQBB0cBw0ZEw0TAQEAUlkvAQEBAC9dKxEAMzMYLzMvMxESARc5ETMRMzEwEzUhFQE0NjMyFhUUBiMiJhE0NjMyFhUUBiMiJmAD0f2YP0A9QEQ5PEM%2FQD1ARDk8QwJ5srL%2B%2FEBHSD8%2FSkcC%2FEBHSD8%2FSkcAAAAAAwBm%2F7gEfQSLABMAGwAiAE9ALhYXHh8EHBQcABQKAAUICg8SBiQjFx4WHwQhGQ8SCAUEAw0NGUZZDRADIUZZAxYAPysAGD8rERIAFzkREhc5ERIBFzkRMxEzERIXOTEwARAAIyInByc3JhEQADMyFzcXBxYBFBcBJiMiBgU0JwEWMyAEff7q%2BJBqTIdSjgEU%2B5ByRYhOh%2FzbJQGHPFeUhQIzIf59NlYBGAIr%2FvH%2B0DltWnWbAQkBDQEuP2RcbJj%2FAIdUAi8nxLd5Uv3XIQAA%2F%2F8Anv%2FsBG0GIRImAFgAABEGAEO3AAAIswEeESYAKzX%2F%2FwCe%2F%2BwEbQYhEiYAWAAAEQcAdgCLAAAACLMBHhEmACs1AAD%2F%2FwCe%2F%2BwEbQYhEiYAWAAAEQYAxSEAAAizASERJgArNf%2F%2FAJ7%2F7ARtBewSJgBYAAARBgBqJwAACrQCASoRJgArNTUAAP%2F%2FAAD%2BFARKBiESJgBcAAARBgB2JwAACLMBHhEmACs1AAIAqP4UBJMGFAAVACEAQUAiHwYMEhUaBA8PEBAGIyIMFQkDEQAQGwMWRlkDEAkdRlkJFgA%2FKwAYPysAGD8%2FERI5ORESATk5ETMRFzMRMzEwAT4BMzISERACIyInIx8BESMRMxEPAQUiBh0BFBYzMhE0JgGTPaNqzujpzdtvDggG6%2BsHAwEZjoGAkf57A8FWT%2F7S%2FvP%2B8P7RlUhc%2FjcIAP5SihsbpLIlyrUBgb67AAD%2F%2FwAA%2FhQESgXsEiYAXAAAEQYAasoAAAq0AgEqESYAKzU1AAAAAQCoAAABkwRSAAMAFkAJAAEBBQQCDwEVAD8%2FERIBOREzMTAhIxEzAZPr6wRSAAAAAgB5%2F%2BwHGwXNABQAHwBWQC8NAA8TEx0YBgAGER0EISAPEkxZDw8BCwsOTFkLAwkVTFkJBAETTFkBEwMbTFkDEgA%2FKwAYPysAGD8rABg%2FKxESADkYLysREgEXOREzETMRMxEzMTApAQYjIAAREAAhMhchFSERIRUhESEBIgIREBIzMjcRJgcb%2FMxmbf7A%2FqUBWAE%2Fc14DOv3AAhv95QJA%2B%2F7Q1tTQgVRQFAGJAWoBaAGGF8r%2Bcsj%2BNQQ1%2Fur%2B8%2F7z%2FugjBAAlAAADAGb%2F7AdMBGYAHQApADAAb0A9DQIkLRQUJC4THgcHExokBDIxDQIECi0USFkMLRwtAhADLS0ECg8qSFkPCgonRlkKEAAXR1kABAQhRlkEFgA%2FKxEAMysAGD8rEQAzKxESADkYL19eXSsREgA5ORESARc5ETMRMxEzETMSOTkxMAUgJwYhIgAREAAzMhYXNjMyAB0BIR4BMzI2NxUOAQEUFjMyNjU0JiMiBiUiBgchNCYFnv7ni4T%2B9Oz%2B6AES9XnMQoP43QEA%2FR4LlZpmqmBUr%2FtHg5KNg4SRj4EEGW6HCwHxfhTCwgE2AQkBEAErYmDC%2FvXof6SqJSu%2FKCMCP73Cv7zAv77Mi4uGkAAAAQDjBNkD5QYhAAwAKEASCQgCAAwEBQIFDAMODQIJgAUAAC8yGs0yERIBFzkRMxEzETMzMTABJicGByM1NjchFhcVA0Z7aWd6nr8%2FAQQ%2FwQTZSWtnTRnGaW7BGQACAWAE1wM7BpwACwAWACpAFgwAEgYGABgXD3AJAQ8JHwkvCQMJFAMALzPEXV0yERIBOTkRMxEzMTABFAYjIiY1NDYzMhYHNCYjIgYVFDMyNgM7g2xsgH9taIeFPC4vPGsuPAW8Zn99ZmV9fGYyOTkyajcAAAEA7ATXA%2F4F9gAVADJAGBITBwgTCBcWEAAFCwALAAt%2FE48TAhOACAAvGsxdOTkvLxEzETMREgE5OREzETMxMAEiLgIjIgcjPgEzMh4CMzI3Mw4BAwgqUU5KIlEcegyDZitSTkkiTxt9DIIE2SMrI3OLkiMrI3OGlwAAAAABAFIBxwOuAoUAAwARtQMABQQAAQAvMxESATk5MTATNSEVUgNcAce%2BvgAAAAEAUgHHB64ChQADABG1AwAFBAABAC8zERIBOTkxMBM1IRVSB1wBx76%2BAAAAAQAZA8EBcwW2AAcAF0AJAQcHBQkIAAQDAD%2FNERIBOTkRMzEwEyc2EjczAgclDBRmNqpAJQPBFlMBGnL%2FAPUAAAEAGQPBAXMFtgAGABdACQEGBgQIBwQGAwA%2FxhESATk5ETMxMAEXBgMjEjcBZA81e6pFHwW2FtH%2B8gEh1AAAAAABAD%2F%2B%2BAGcAO4ABgAeQA8ABQUDCAcDQAZQBtAGAwYAL13NERIBOTkRMzEwJQYDIxI3MwGcMICtRSLn17r%2B2wEO6AAAAAIAGQPBAxQFtgAGAA4AIkAQBw0ABQMFCw0EEA8GDgIKAwA%2FM80yERIBFzkRMxEzMTABNhMzAgcjJTYSNzMCByMBuDV9qkUf6f5SFGY2qkAl6QPXywEU%2FtjNFlMBGnL%2FAPUAAAACABkDwQMUBbYABgANACJAEAcMAAUDBQoMBA8OCgMMBQMAPzPGMhESARc5ETMRMzEwAQYDIxI3MwUGAyMSNzMBczV7qkUf5wGwNXusRSLnBaDR%2FvIBIdQW0f7yAQ%2FmAAACACv%2B%2BAMpAO4ABgANAClAFgcMAAUDBQoMBA8OCgMMQAZQBtAGAwYAL10zzTIREgEXOREzETMxMCUGAyMSNzMFBgMjEjczAYc3eaxCJOgBsDCArEIk6NfW%2FvcBBPIXuv7bAQTyAAAAAAEAgwHRAn8EBgALABO2BgAADQwJAwAvzRESATkRMzEwEzQ2MzIWFRQGIyImg4R6eYWGeHiGAuyKkJGJh5SRAAABAFIAaAJeA%2BEABgAYQAoDBgIEBgMIBwUBAC%2FEERIBFzkRMzEwEwEXCQEHAVIBZKj%2B5gEaqP6cAjEBsF7%2Bov6kYQGvAAEAUABoAl4D4QAGABhACgMAAAIEAwgHAQUAL8QREgEXOREzMTAJAScJATcBAl7%2BmqgBGv7mqAFmAhf%2BUWEBXAFeXv5QAAAAAAH%2BdwAAAo8FtgADABpACwMABQECAgQDAwISAD8%2FEQEzETMRMzIxMAkBIwECj%2FyowANaBbb6SgW2AAAAAAIAEAJKAtUFvAAKABEAPkAgCQEBCwcEEQYABAYDExIBBQUGCQ8RHxECEREHAyAOBx4APzM%2FEjkvXTMzMxEzERIBFzkRMxEzMzMRMzEwASMVIzUhNQEzETMhNTQ3Bg8BAtV9wP54AYy8ff7DBjQklAL6sLB%2FAkP9zbJhZGg22QAAAQA%2F%2F%2BwEhQXFACYAcUBCDAMICBYfAxsFChEYGx0kBygnBh0eHVBZAw8eHx4vHr8eBAkDHhcJGBcYUFkMAxcBFAMXFxMiIgBNWSIHEw5NWRMZAD8rABg%2FKxESADkYL19eXTMrEQAzGBDGX15dMisRADMREgEXOREXMxEzMzEwASIGByEVIQcVFyEVIRIhMjcVBiMiACcjNTMnNTcjNTM2ADMyFwcmAx%2BNsx4ByP4pAgIBmP55QAEsj5aDrvH%2B0y6YiAICiJYmATLyyJ5UmgT%2BqKqaLTcnmf7IPss9AQj6mSUlQZr7AR5Yu0wAAAAAAAEAACMAAAEF0xgAAAoK8gAFACT%2FcQAFADcAKQAFADkAKQAFADoAKQAFADwAFAAFAET%2FrgAFAEb%2FhQAFAEf%2FhQAFAEj%2FhQAFAEr%2FwwAFAFD%2FwwAFAFH%2FwwAFAFL%2FhQAFAFP%2FwwAFAFT%2FhQAFAFX%2FwwAFAFb%2FwwAFAFj%2FwwAFAIL%2FcQAFAIP%2FcQAFAIT%2FcQAFAIX%2FcQAFAIb%2FcQAFAIf%2FcQAFAJ8AFAAFAKL%2FhQAFAKP%2FrgAFAKT%2FrgAFAKX%2FrgAFAKb%2FrgAFAKf%2FrgAFAKj%2FrgAFAKn%2FhQAFAKr%2FhQAFAKv%2FhQAFAKz%2FhQAFAK3%2FhQAFALT%2FhQAFALX%2FhQAFALb%2FhQAFALf%2FhQAFALj%2FhQAFALr%2FhQAFALv%2FwwAFALz%2FwwAFAL3%2FwwAFAL7%2FwwAFAMT%2FhQAKACT%2FcQAKADcAKQAKADkAKQAKADoAKQAKADwAFAAKAET%2FrgAKAEb%2FhQAKAEf%2FhQAKAEj%2FhQAKAEr%2FwwAKAFD%2FwwAKAFH%2FwwAKAFL%2FhQAKAFP%2FwwAKAFT%2FhQAKAFX%2FwwAKAFb%2FwwAKAFj%2FwwAKAIL%2FcQAKAIP%2FcQAKAIT%2FcQAKAIX%2FcQAKAIb%2FcQAKAIf%2FcQAKAJ8AFAAKAKL%2FhQAKAKP%2FrgAKAKT%2FrgAKAKX%2FrgAKAKb%2FrgAKAKf%2FrgAKAKj%2FrgAKAKn%2FhQAKAKr%2FhQAKAKv%2FhQAKAKz%2FhQAKAK3%2FhQAKALT%2FhQAKALX%2FhQAKALb%2FhQAKALf%2FhQAKALj%2FhQAKALr%2FhQAKALv%2FwwAKALz%2FwwAKAL3%2FwwAKAL7%2FwwAKAMT%2FhQALAC0AuAAPACb%2FmgAPACr%2FmgAPADL%2FmgAPADT%2FmgAPADf%2FcQAPADj%2F1wAPADn%2FhQAPADr%2FhQAPADz%2FhQAPAIn%2FmgAPAJT%2FmgAPAJX%2FmgAPAJb%2FmgAPAJf%2FmgAPAJj%2FmgAPAJr%2FmgAPAJv%2F1wAPAJz%2F1wAPAJ3%2F1wAPAJ7%2F1wAPAJ%2F%2FhQAPAMP%2FmgAQADf%2FrgARACb%2FmgARACr%2FmgARADL%2FmgARADT%2FmgARADf%2FcQARADj%2F1wARADn%2FhQARADr%2FhQARADz%2FhQARAIn%2FmgARAJT%2FmgARAJX%2FmgARAJb%2FmgARAJf%2FmgARAJj%2FmgARAJr%2FmgARAJv%2F1wARAJz%2F1wARAJ3%2F1wARAJ7%2F1wARAJ%2F%2FhQARAMP%2FmgAkAAX%2FcQAkAAr%2FcQAkACb%2F1wAkACr%2F1wAkAC0BCgAkADL%2F1wAkADT%2F1wAkADf%2FcQAkADn%2FrgAkADr%2FrgAkADz%2FhQAkAIn%2F1wAkAJT%2F1wAkAJX%2F1wAkAJb%2F1wAkAJf%2F1wAkAJj%2F1wAkAJr%2F1wAkAJ%2F%2FhQAkAMP%2F1wAkAMv%2FcQAkAM7%2FcQAlAA%2F%2FrgAlABH%2FrgAlACT%2F1wAlADf%2FwwAlADn%2F7AAlADr%2F7AAlADv%2F1wAlADz%2F7AAlAD3%2F7AAlAIL%2F1wAlAIP%2F1wAlAIT%2F1wAlAIX%2F1wAlAIb%2F1wAlAIf%2F1wAlAJ%2F%2F7AAlAMz%2FrgAlAM%2F%2FrgAmACb%2F1wAmACr%2F1wAmADL%2F1wAmADT%2F1wAmAIn%2F1wAmAJT%2F1wAmAJX%2F1wAmAJb%2F1wAmAJf%2F1wAmAJj%2F1wAmAJr%2F1wAmAMP%2F1wAnAA%2F%2FrgAnABH%2FrgAnACT%2F1wAnADf%2FwwAnADn%2F7AAnADr%2F7AAnADv%2F1wAnADz%2F7AAnAD3%2F7AAnAIL%2F1wAnAIP%2F1wAnAIT%2F1wAnAIX%2F1wAnAIb%2F1wAnAIf%2F1wAnAJ%2F%2F7AAnAMz%2FrgAnAM%2F%2FrgAoAC0AewApAA%2F%2FhQApABH%2FhQApACIAKQApACT%2F1wApAIL%2F1wApAIP%2F1wApAIT%2F1wApAIX%2F1wApAIb%2F1wApAIf%2F1wApAMz%2FhQApAM%2F%2FhQAuACb%2F1wAuACr%2F1wAuADL%2F1wAuADT%2F1wAuAIn%2F1wAuAJT%2F1wAuAJX%2F1wAuAJb%2F1wAuAJf%2F1wAuAJj%2F1wAuAJr%2F1wAuAMP%2F1wAvAAX%2FXAAvAAr%2FXAAvACb%2F1wAvACr%2F1wAvADL%2F1wAvADT%2F1wAvADf%2F1wAvADj%2F7AAvADn%2F1wAvADr%2F1wAvADz%2FwwAvAIn%2F1wAvAJT%2F1wAvAJX%2F1wAvAJb%2F1wAvAJf%2F1wAvAJj%2F1wAvAJr%2F1wAvAJv%2F7AAvAJz%2F7AAvAJ3%2F7AAvAJ7%2F7AAvAJ%2F%2FwwAvAMP%2F1wAvAMv%2FXAAvAM7%2FXAAyAA%2F%2FrgAyABH%2FrgAyACT%2F1wAyADf%2FwwAyADn%2F7AAyADr%2F7AAyADv%2F1wAyADz%2F7AAyAD3%2F7AAyAIL%2F1wAyAIP%2F1wAyAIT%2F1wAyAIX%2F1wAyAIb%2F1wAyAIf%2F1wAyAJ%2F%2F7AAyAMz%2FrgAyAM%2F%2FrgAzAA%2F%2B9gAzABH%2B9gAzACT%2FmgAzADv%2F1wAzAD3%2F7AAzAIL%2FmgAzAIP%2FmgAzAIT%2FmgAzAIX%2FmgAzAIb%2FmgAzAIf%2FmgAzAMz%2B9gAzAM%2F%2B9gA0AA%2F%2FrgA0ABH%2FrgA0ACT%2F1wA0ADf%2FwwA0ADn%2F7AA0ADr%2F7AA0ADv%2F1wA0ADz%2F7AA0AD3%2F7AA0AIL%2F1wA0AIP%2F1wA0AIT%2F1wA0AIX%2F1wA0AIb%2F1wA0AIf%2F1wA0AJ%2F%2F7AA0AMz%2FrgA0AM%2F%2FrgA3AA%2F%2FhQA3ABD%2FrgA3ABH%2FhQA3ACIAKQA3ACT%2FcQA3ACb%2F1wA3ACr%2F1wA3ADL%2F1wA3ADT%2F1wA3ADcAKQA3AET%2FXAA3AEb%2FcQA3AEf%2FcQA3AEj%2FcQA3AEr%2FcQA3AFD%2FmgA3AFH%2FmgA3AFL%2FcQA3AFP%2FmgA3AFT%2FcQA3AFX%2FmgA3AFb%2FhQA3AFj%2FmgA3AFn%2F1wA3AFr%2F1wA3AFv%2F1wA3AFz%2F1wA3AF3%2FrgA3AIL%2FcQA3AIP%2FcQA3AIT%2FcQA3AIX%2FcQA3AIb%2FcQA3AIf%2FcQA3AIn%2F1wA3AJT%2F1wA3AJX%2F1wA3AJb%2F1wA3AJf%2F1wA3AJj%2F1wA3AJr%2F1wA3AKL%2FcQA3AKP%2FXAA3AKT%2FXAA3AKX%2FXAA3AKb%2FXAA3AKf%2FXAA3AKj%2FXAA3AKn%2FcQA3AKr%2FcQA3AKv%2FcQA3AKz%2FcQA3AK3%2FcQA3ALT%2FcQA3ALX%2FcQA3ALb%2FcQA3ALf%2FcQA3ALj%2FcQA3ALr%2FcQA3ALv%2FmgA3ALz%2FmgA3AL3%2FmgA3AL7%2FmgA3AL%2F%2F1wA3AMP%2F1wA3AMT%2FcQA3AMj%2FrgA3AMn%2FrgA3AMz%2FhQA3AM%2F%2FhQA4AA%2F%2F1wA4ABH%2F1wA4ACT%2F7AA4AIL%2F7AA4AIP%2F7AA4AIT%2F7AA4AIX%2F7AA4AIb%2F7AA4AIf%2F7AA4AMz%2F1wA4AM%2F%2F1wA5AA%2F%2FmgA5ABH%2FmgA5ACIAKQA5ACT%2FrgA5ACb%2F7AA5ACr%2F7AA5ADL%2F7AA5ADT%2F7AA5AET%2F1wA5AEb%2F1wA5AEf%2F1wA5AEj%2F1wA5AEr%2F7AA5AFD%2F7AA5AFH%2F7AA5AFL%2F1wA5AFP%2F7AA5AFT%2F1wA5AFX%2F7AA5AFb%2F7AA5AFj%2F7AA5AIL%2FrgA5AIP%2FrgA5AIT%2FrgA5AIX%2FrgA5AIb%2FrgA5AIf%2FrgA5AIn%2F7AA5AJT%2F7AA5AJX%2F7AA5AJb%2F7AA5AJf%2F7AA5AJj%2F7AA5AJr%2F7AA5AKL%2F1wA5AKP%2F1wA5AKT%2F1wA5AKX%2F1wA5AKb%2F1wA5AKf%2F1wA5AKj%2F1wA5AKn%2F1wA5AKr%2F1wA5AKv%2F1wA5AKz%2F1wA5AK3%2F1wA5ALT%2F1wA5ALX%2F1wA5ALb%2F1wA5ALf%2F1wA5ALj%2F1wA5ALr%2F1wA5ALv%2F7AA5ALz%2F7AA5AL3%2F7AA5AL7%2F7AA5AMP%2F7AA5AMT%2F1wA5AMz%2FmgA5AM%2F%2FmgA6AA%2F%2FmgA6ABH%2FmgA6ACIAKQA6ACT%2FrgA6ACb%2F7AA6ACr%2F7AA6ADL%2F7AA6ADT%2F7AA6AET%2F1wA6AEb%2F1wA6AEf%2F1wA6AEj%2F1wA6AEr%2F7AA6AFD%2F7AA6AFH%2F7AA6AFL%2F1wA6AFP%2F7AA6AFT%2F1wA6AFX%2F7AA6AFb%2F7AA6AFj%2F7AA6AIL%2FrgA6AIP%2FrgA6AIT%2FrgA6AIX%2FrgA6AIb%2FrgA6AIf%2FrgA6AIn%2F7AA6AJT%2F7AA6AJX%2F7AA6AJb%2F7AA6AJf%2F7AA6AJj%2F7AA6AJr%2F7AA6AKL%2F1wA6AKP%2F1wA6AKT%2F1wA6AKX%2F1wA6AKb%2F1wA6AKf%2F1wA6AKj%2F1wA6AKn%2F1wA6AKr%2F1wA6AKv%2F1wA6AKz%2F1wA6AK3%2F1wA6ALT%2F1wA6ALX%2F1wA6ALb%2F1wA6ALf%2F1wA6ALj%2F1wA6ALr%2F1wA6ALv%2F7AA6ALz%2F7AA6AL3%2F7AA6AL7%2F7AA6AMP%2F7AA6AMT%2F1wA6AMz%2FmgA6AM%2F%2FmgA7ACb%2F1wA7ACr%2F1wA7ADL%2F1wA7ADT%2F1wA7AIn%2F1wA7AJT%2F1wA7AJX%2F1wA7AJb%2F1wA7AJf%2F1wA7AJj%2F1wA7AJr%2F1wA7AMP%2F1wA8AA%2F%2FhQA8ABH%2FhQA8ACIAKQA8ACT%2FhQA8ACb%2F1wA8ACr%2F1wA8ADL%2F1wA8ADT%2F1wA8AET%2FmgA8AEb%2FmgA8AEf%2FmgA8AEj%2FmgA8AEr%2F1wA8AFD%2FwwA8AFH%2FwwA8AFL%2FmgA8AFP%2FwwA8AFT%2FmgA8AFX%2FwwA8AFb%2FrgA8AFj%2FwwA8AF3%2F1wA8AIL%2FhQA8AIP%2FhQA8AIT%2FhQA8AIX%2FhQA8AIb%2FhQA8AIf%2FhQA8AIn%2F1wA8AJT%2F1wA8AJX%2F1wA8AJb%2F1wA8AJf%2F1wA8AJj%2F1wA8AJr%2F1wA8AKL%2FmgA8AKP%2FmgA8AKT%2FmgA8AKX%2FmgA8AKb%2FmgA8AKf%2FmgA8AKj%2FmgA8AKn%2FmgA8AKr%2FmgA8AKv%2FmgA8AKz%2FmgA8AK3%2FmgA8ALT%2FmgA8ALX%2FmgA8ALb%2FmgA8ALf%2FmgA8ALj%2FmgA8ALr%2FmgA8ALv%2FwwA8ALz%2FwwA8AL3%2FwwA8AL7%2FwwA8AMP%2F1wA8AMT%2FmgA8AMz%2FhQA8AM%2F%2FhQA9ACb%2F7AA9ACr%2F7AA9ADL%2F7AA9ADT%2F7AA9AIn%2F7AA9AJT%2F7AA9AJX%2F7AA9AJb%2F7AA9AJf%2F7AA9AJj%2F7AA9AJr%2F7AA9AMP%2F7AA%2BAC0AuABEAAX%2F7ABEAAr%2F7ABEAMv%2F7ABEAM7%2F7ABFAAX%2F7ABFAAr%2F7ABFAFn%2F1wBFAFr%2F1wBFAFv%2F1wBFAFz%2F1wBFAF3%2F7ABFAL%2F%2F1wBFAMv%2F7ABFAM7%2F7ABGAAUAKQBGAAoAKQBGAMsAKQBGAM4AKQBIAAX%2F7ABIAAr%2F7ABIAFn%2F1wBIAFr%2F1wBIAFv%2F1wBIAFz%2F1wBIAF3%2F7ABIAL%2F%2F1wBIAMv%2F7ABIAM7%2F7ABJAAUAewBJAAoAewBJAMsAewBJAM4AewBLAAX%2F7ABLAAr%2F7ABLAMv%2F7ABLAM7%2F7ABOAEb%2F1wBOAEf%2F1wBOAEj%2F1wBOAFL%2F1wBOAFT%2F1wBOAKL%2F1wBOAKn%2F1wBOAKr%2F1wBOAKv%2F1wBOAKz%2F1wBOAK3%2F1wBOALT%2F1wBOALX%2F1wBOALb%2F1wBOALf%2F1wBOALj%2F1wBOALr%2F1wBOAMT%2F1wBQAAX%2F7ABQAAr%2F7ABQAMv%2F7ABQAM7%2F7ABRAAX%2F7ABRAAr%2F7ABRAMv%2F7ABRAM7%2F7ABSAAX%2F7ABSAAr%2F7ABSAFn%2F1wBSAFr%2F1wBSAFv%2F1wBSAFz%2F1wBSAF3%2F7ABSAL%2F%2F1wBSAMv%2F7ABSAM7%2F7ABTAAX%2F7ABTAAr%2F7ABTAFn%2F1wBTAFr%2F1wBTAFv%2F1wBTAFz%2F1wBTAF3%2F7ABTAL%2F%2F1wBTAMv%2F7ABTAM7%2F7ABVAAUAUgBVAAoAUgBVAET%2F1wBVAEb%2F1wBVAEf%2F1wBVAEj%2F1wBVAEr%2F7ABVAFL%2F1wBVAFT%2F1wBVAKL%2F1wBVAKP%2F1wBVAKT%2F1wBVAKX%2F1wBVAKb%2F1wBVAKf%2F1wBVAKj%2F1wBVAKn%2F1wBVAKr%2F1wBVAKv%2F1wBVAKz%2F1wBVAK3%2F1wBVALT%2F1wBVALX%2F1wBVALb%2F1wBVALf%2F1wBVALj%2F1wBVALr%2F1wBVAMT%2F1wBVAMsAUgBVAM4AUgBXAAUAKQBXAAoAKQBXAMsAKQBXAM4AKQBZAAUAUgBZAAoAUgBZAA%2F%2FrgBZABH%2FrgBZACIAKQBZAMsAUgBZAMz%2FrgBZAM4AUgBZAM%2F%2FrgBaAAUAUgBaAAoAUgBaAA%2F%2FrgBaABH%2FrgBaACIAKQBaAMsAUgBaAMz%2FrgBaAM4AUgBaAM%2F%2FrgBbAEb%2F1wBbAEf%2F1wBbAEj%2F1wBbAFL%2F1wBbAFT%2F1wBbAKL%2F1wBbAKn%2F1wBbAKr%2F1wBbAKv%2F1wBbAKz%2F1wBbAK3%2F1wBbALT%2F1wBbALX%2F1wBbALb%2F1wBbALf%2F1wBbALj%2F1wBbALr%2F1wBbAMT%2F1wBcAAUAUgBcAAoAUgBcAA%2F%2FrgBcABH%2FrgBcACIAKQBcAMsAUgBcAMz%2FrgBcAM4AUgBcAM%2F%2FrgBeAC0AuACCAAX%2FcQCCAAr%2FcQCCACb%2F1wCCACr%2F1wCCAC0BCgCCADL%2F1wCCADT%2F1wCCADf%2FcQCCADn%2FrgCCADr%2FrgCCADz%2FhQCCAIn%2F1wCCAJT%2F1wCCAJX%2F1wCCAJb%2F1wCCAJf%2F1wCCAJj%2F1wCCAJr%2F1wCCAJ%2F%2FhQCCAMP%2F1wCCAMv%2FcQCCAM7%2FcQCDAAX%2FcQCDAAr%2FcQCDACb%2F1wCDACr%2F1wCDAC0BCgCDADL%2F1wCDADT%2F1wCDADf%2FcQCDADn%2FrgCDADr%2FrgCDADz%2FhQCDAIn%2F1wCDAJT%2F1wCDAJX%2F1wCDAJb%2F1wCDAJf%2F1wCDAJj%2F1wCDAJr%2F1wCDAJ%2F%2FhQCDAMP%2F1wCDAMv%2FcQCDAM7%2FcQCEAAX%2FcQCEAAr%2FcQCEACb%2F1wCEACr%2F1wCEAC0BCgCEADL%2F1wCEADT%2F1wCEADf%2FcQCEADn%2FrgCEADr%2FrgCEADz%2FhQCEAIn%2F1wCEAJT%2F1wCEAJX%2F1wCEAJb%2F1wCEAJf%2F1wCEAJj%2F1wCEAJr%2F1wCEAJ%2F%2FhQCEAMP%2F1wCEAMv%2FcQCEAM7%2FcQCFAAX%2FcQCFAAr%2FcQCFACb%2F1wCFACr%2F1wCFAC0BCgCFADL%2F1wCFADT%2F1wCFADf%2FcQCFADn%2FrgCFADr%2FrgCFADz%2FhQCFAIn%2F1wCFAJT%2F1wCFAJX%2F1wCFAJb%2F1wCFAJf%2F1wCFAJj%2F1wCFAJr%2F1wCFAJ%2F%2FhQCFAMP%2F1wCFAMv%2FcQCFAM7%2FcQCGAAX%2FcQCGAAr%2FcQCGACb%2F1wCGACr%2F1wCGAC0BCgCGADL%2F1wCGADT%2F1wCGADf%2FcQCGADn%2FrgCGADr%2FrgCGADz%2FhQCGAIn%2F1wCGAJT%2F1wCGAJX%2F1wCGAJb%2F1wCGAJf%2F1wCGAJj%2F1wCGAJr%2F1wCGAJ%2F%2FhQCGAMP%2F1wCGAMv%2FcQCGAM7%2FcQCHAAX%2FcQCHAAr%2FcQCHACb%2F1wCHACr%2F1wCHAC0BCgCHADL%2F1wCHADT%2F1wCHADf%2FcQCHADn%2FrgCHADr%2FrgCHADz%2FhQCHAIn%2F1wCHAJT%2F1wCHAJX%2F1wCHAJb%2F1wCHAJf%2F1wCHAJj%2F1wCHAJr%2F1wCHAJ%2F%2FhQCHAMP%2F1wCHAMv%2FcQCHAM7%2FcQCIAC0AewCJACb%2F1wCJACr%2F1wCJADL%2F1wCJADT%2F1wCJAIn%2F1wCJAJT%2F1wCJAJX%2F1wCJAJb%2F1wCJAJf%2F1wCJAJj%2F1wCJAJr%2F1wCJAMP%2F1wCKAC0AewCLAC0AewCMAC0AewCNAC0AewCSAA%2F%2FrgCSABH%2FrgCSACT%2F1wCSADf%2FwwCSADn%2F7ACSADr%2F7ACSADv%2F1wCSADz%2F7ACSAD3%2F7ACSAIL%2F1wCSAIP%2F1wCSAIT%2F1wCSAIX%2F1wCSAIb%2F1wCSAIf%2F1wCSAJ%2F%2F7ACSAMz%2FrgCSAM%2F%2FrgCUAA%2F%2FrgCUABH%2FrgCUACT%2F1wCUADf%2FwwCUADn%2F7ACUADr%2F7ACUADv%2F1wCUADz%2F7ACUAD3%2F7ACUAIL%2F1wCUAIP%2F1wCUAIT%2F1wCUAIX%2F1wCUAIb%2F1wCUAIf%2F1wCUAJ%2F%2F7ACUAMz%2FrgCUAM%2F%2FrgCVAA%2F%2FrgCVABH%2FrgCVACT%2F1wCVADf%2FwwCVADn%2F7ACVADr%2F7ACVADv%2F1wCVADz%2F7ACVAD3%2F7ACVAIL%2F1wCVAIP%2F1wCVAIT%2F1wCVAIX%2F1wCVAIb%2F1wCVAIf%2F1wCVAJ%2F%2F7ACVAMz%2FrgCVAM%2F%2FrgCWAA%2F%2FrgCWABH%2FrgCWACT%2F1wCWADf%2FwwCWADn%2F7ACWADr%2F7ACWADv%2F1wCWADz%2F7ACWAD3%2F7ACWAIL%2F1wCWAIP%2F1wCWAIT%2F1wCWAIX%2F1wCWAIb%2F1wCWAIf%2F1wCWAJ%2F%2F7ACWAMz%2FrgCWAM%2F%2FrgCXAA%2F%2FrgCXABH%2FrgCXACT%2F1wCXADf%2FwwCXADn%2F7ACXADr%2F7ACXADv%2F1wCXADz%2F7ACXAD3%2F7ACXAIL%2F1wCXAIP%2F1wCXAIT%2F1wCXAIX%2F1wCXAIb%2F1wCXAIf%2F1wCXAJ%2F%2F7ACXAMz%2FrgCXAM%2F%2FrgCYAA%2F%2FrgCYABH%2FrgCYACT%2F1wCYADf%2FwwCYADn%2F7ACYADr%2F7ACYADv%2F1wCYADz%2F7ACYAD3%2F7ACYAIL%2F1wCYAIP%2F1wCYAIT%2F1wCYAIX%2F1wCYAIb%2F1wCYAIf%2F1wCYAJ%2F%2F7ACYAMz%2FrgCYAM%2F%2FrgCaAA%2F%2FrgCaABH%2FrgCaACT%2F1wCaADf%2FwwCaADn%2F7ACaADr%2F7ACaADv%2F1wCaADz%2F7ACaAD3%2F7ACaAIL%2F1wCaAIP%2F1wCaAIT%2F1wCaAIX%2F1wCaAIb%2F1wCaAIf%2F1wCaAJ%2F%2F7ACaAMz%2FrgCaAM%2F%2FrgCbAA%2F%2F1wCbABH%2F1wCbACT%2F7ACbAIL%2F7ACbAIP%2F7ACbAIT%2F7ACbAIX%2F7ACbAIb%2F7ACbAIf%2F7ACbAMz%2F1wCbAM%2F%2F1wCcAA%2F%2F1wCcABH%2F1wCcACT%2F7ACcAIL%2F7ACcAIP%2F7ACcAIT%2F7ACcAIX%2F7ACcAIb%2F7ACcAIf%2F7ACcAMz%2F1wCcAM%2F%2F1wCdAA%2F%2F1wCdABH%2F1wCdACT%2F7ACdAIL%2F7ACdAIP%2F7ACdAIT%2F7ACdAIX%2F7ACdAIb%2F7ACdAIf%2F7ACdAMz%2F1wCdAM%2F%2F1wCeAA%2F%2F1wCeABH%2F1wCeACT%2F7ACeAIL%2F7ACeAIP%2F7ACeAIT%2F7ACeAIX%2F7ACeAIb%2F7ACeAIf%2F7ACeAMz%2F1wCeAM%2F%2F1wCfAA%2F%2FhQCfABH%2FhQCfACIAKQCfACT%2FhQCfACb%2F1wCfACr%2F1wCfADL%2F1wCfADT%2F1wCfAET%2FmgCfAEb%2FmgCfAEf%2FmgCfAEj%2FmgCfAEr%2F1wCfAFD%2FwwCfAFH%2FwwCfAFL%2FmgCfAFP%2FwwCfAFT%2FmgCfAFX%2FwwCfAFb%2FrgCfAFj%2FwwCfAF3%2F1wCfAIL%2FhQCfAIP%2FhQCfAIT%2FhQCfAIX%2FhQCfAIb%2FhQCfAIf%2FhQCfAIn%2F1wCfAJT%2F1wCfAJX%2F1wCfAJb%2F1wCfAJf%2F1wCfAJj%2F1wCfAJr%2F1wCfAKL%2FmgCfAKP%2FmgCfAKT%2FmgCfAKX%2FmgCfAKb%2FmgCfAKf%2FmgCfAKj%2FmgCfAKn%2FmgCfAKr%2FmgCfAKv%2FmgCfAKz%2FmgCfAK3%2FmgCfALT%2FmgCfALX%2FmgCfALb%2FmgCfALf%2FmgCfALj%2FmgCfALr%2FmgCfALv%2FwwCfALz%2FwwCfAL3%2FwwCfAL7%2FwwCfAMP%2F1wCfAMT%2FmgCfAMz%2FhQCfAM%2F%2FhQCgAA%2F%2B9gCgABH%2B9gCgACT%2FmgCgADv%2F1wCgAD3%2F7ACgAIL%2FmgCgAIP%2FmgCgAIT%2FmgCgAIX%2FmgCgAIb%2FmgCgAIf%2FmgCgAMz%2B9gCgAM%2F%2B9gCiAAX%2F7ACiAAr%2F7ACiAMv%2F7ACiAM7%2F7ACjAAX%2F7ACjAAr%2F7ACjAMv%2F7ACjAM7%2F7ACkAAX%2F7ACkAAr%2F7ACkAMv%2F7ACkAM7%2F7AClAAX%2F7AClAAr%2F7AClAMv%2F7AClAM7%2F7ACmAAX%2F7ACmAAr%2F7ACmAMv%2F7ACmAM7%2F7ACnAAX%2F7ACnAAr%2F7ACnAMv%2F7ACnAM7%2F7ACqAAX%2F7ACqAAr%2F7ACqAFn%2F1wCqAFr%2F1wCqAFv%2F1wCqAFz%2F1wCqAF3%2F7ACqAL%2F%2F1wCqAMv%2F7ACqAM7%2F7ACrAAX%2F7ACrAAr%2F7ACrAFn%2F1wCrAFr%2F1wCrAFv%2F1wCrAFz%2F1wCrAF3%2F7ACrAL%2F%2F1wCrAMv%2F7ACrAM7%2F7ACsAAX%2F7ACsAAr%2F7ACsAFn%2F1wCsAFr%2F1wCsAFv%2F1wCsAFz%2F1wCsAF3%2F7ACsAL%2F%2F1wCsAMv%2F7ACsAM7%2F7ACtAAX%2F7ACtAAr%2F7ACtAFn%2F1wCtAFr%2F1wCtAFv%2F1wCtAFz%2F1wCtAF3%2F7ACtAL%2F%2F1wCtAMv%2F7ACtAM7%2F7ACyAAX%2F7ACyAAr%2F7ACyAFn%2F1wCyAFr%2F1wCyAFv%2F1wCyAFz%2F1wCyAF3%2F7ACyAL%2F%2F1wCyAMv%2F7ACyAM7%2F7AC0AAX%2F7AC0AAr%2F7AC0AFn%2F1wC0AFr%2F1wC0AFv%2F1wC0AFz%2F1wC0AF3%2F7AC0AL%2F%2F1wC0AMv%2F7AC0AM7%2F7AC1AAX%2F7AC1AAr%2F7AC1AFn%2F1wC1AFr%2F1wC1AFv%2F1wC1AFz%2F1wC1AF3%2F7AC1AL%2F%2F1wC1AMv%2F7AC1AM7%2F7AC2AAX%2F7AC2AAr%2F7AC2AFn%2F1wC2AFr%2F1wC2AFv%2F1wC2AFz%2F1wC2AF3%2F7AC2AL%2F%2F1wC2AMv%2F7AC2AM7%2F7AC4AAX%2F1wC4AAr%2F1wC4AMv%2F1wC4AM7%2F1wC6AAX%2F7AC6AAr%2F7AC6AFn%2F1wC6AFr%2F1wC6AFv%2F1wC6AFz%2F1wC6AF3%2F7AC6AL%2F%2F1wC6AMv%2F7AC6AM7%2F7AC%2FAAUAUgC%2FAAoAUgC%2FAA%2F%2FrgC%2FABH%2FrgC%2FACIAKQC%2FAMsAUgC%2FAMz%2FrgC%2FAM4AUgC%2FAM%2F%2FrgDAAAX%2F7ADAAAr%2F7ADAAFn%2F1wDAAFr%2F1wDAAFv%2F1wDAAFz%2F1wDAAF3%2F7ADAAL%2F%2F1wDAAMv%2F7ADAAM7%2F7ADBAAUAUgDBAAoAUgDBAA%2F%2FrgDBABH%2FrgDBACIAKQDBAMsAUgDBAMz%2FrgDBAM4AUgDBAM%2F%2FrgDDAC0AewDIADf%2FrgDJADf%2FrgDKACT%2FcQDKADcAKQDKADkAKQDKADoAKQDKADwAFADKAET%2FrgDKAEb%2FhQDKAEf%2FhQDKAEj%2FhQDKAEr%2FwwDKAFD%2FwwDKAFH%2FwwDKAFL%2FhQDKAFP%2FwwDKAFT%2FhQDKAFX%2FwwDKAFb%2FwwDKAFj%2FwwDKAIL%2FcQDKAIP%2FcQDKAIT%2FcQDKAIX%2FcQDKAIb%2FcQDKAIf%2FcQDKAJ8AFADKAKL%2FhQDKAKP%2FrgDKAKT%2FrgDKAKX%2FrgDKAKb%2FrgDKAKf%2FrgDKAKj%2FrgDKAKn%2FhQDKAKr%2FhQDKAKv%2FhQDKAKz%2FhQDKAK3%2FhQDKALT%2FhQDKALX%2FhQDKALb%2FhQDKALf%2FhQDKALj%2FhQDKALr%2FhQDKALv%2FwwDKALz%2FwwDKAL3%2FwwDKAL7%2FwwDKAMT%2FhQDLACT%2FcQDLADcAKQDLADkAKQDLADoAKQDLADwAFADLAET%2FrgDLAEb%2FhQDLAEf%2FhQDLAEj%2FhQDLAEr%2FwwDLAFD%2FwwDLAFH%2FwwDLAFL%2FhQDLAFP%2FwwDLAFT%2FhQDLAFX%2FwwDLAFb%2FwwDLAFj%2FwwDLAIL%2FcQDLAIP%2FcQDLAIT%2FcQDLAIX%2FcQDLAIb%2FcQDLAIf%2FcQDLAJ8AFADLAKL%2FhQDLAKP%2FrgDLAKT%2FrgDLAKX%2FrgDLAKb%2FrgDLAKf%2FrgDLAKj%2FrgDLAKn%2FhQDLAKr%2FhQDLAKv%2FhQDLAKz%2FhQDLAK3%2FhQDLALT%2FhQDLALX%2FhQDLALb%2FhQDLALf%2FhQDLALj%2FhQDLALr%2FhQDLALv%2FwwDLALz%2FwwDLAL3%2FwwDLAL7%2FwwDLAMT%2FhQDMACb%2FmgDMACr%2FmgDMADL%2FmgDMADT%2FmgDMADf%2FcQDMADj%2F1wDMADn%2FhQDMADr%2FhQDMADz%2FhQDMAIn%2FmgDMAJT%2FmgDMAJX%2FmgDMAJb%2FmgDMAJf%2FmgDMAJj%2FmgDMAJr%2FmgDMAJv%2F1wDMAJz%2F1wDMAJ3%2F1wDMAJ7%2F1wDMAJ%2F%2FhQDMAMP%2FmgDNACT%2FcQDNADcAKQDNADkAKQDNADoAKQDNADwAFADNAET%2FrgDNAEb%2FhQDNAEf%2FhQDNAEj%2FhQDNAEr%2FwwDNAFD%2FwwDNAFH%2FwwDNAFL%2FhQDNAFP%2FwwDNAFT%2FhQDNAFX%2FwwDNAFb%2FwwDNAFj%2FwwDNAIL%2FcQDNAIP%2FcQDNAIT%2FcQDNAIX%2FcQDNAIb%2FcQDNAIf%2FcQDNAJ8AFADNAKL%2FhQDNAKP%2FrgDNAKT%2FrgDNAKX%2FrgDNAKb%2FrgDNAKf%2FrgDNAKj%2FrgDNAKn%2FhQDNAKr%2FhQDNAKv%2FhQDNAKz%2FhQDNAK3%2FhQDNALT%2FhQDNALX%2FhQDNALb%2FhQDNALf%2FhQDNALj%2FhQDNALr%2FhQDNALv%2FwwDNALz%2FwwDNAL3%2FwwDNAL7%2FwwDNAMT%2FhQDPACb%2FmgDPACr%2FmgDPADL%2FmgDPADT%2FmgDPADf%2FcQDPADj%2F1wDPADn%2FhQDPADr%2FhQDPADz%2FhQDPAIn%2FmgDPAJT%2FmgDPAJX%2FmgDPAJb%2FmgDPAJf%2FmgDPAJj%2FmgDPAJr%2FmgDPAJv%2F1wDPAJz%2F1wDPAJ3%2F1wDPAJ7%2F1wDPAJ%2F%2FhQDPAMP%2FmgAAAB4BbgABAAAAAAAAADQAagABAAAAAAABABIAxQABAAAAAAACAAcA6AABAAAAAAADACcBQAABAAAAAAAEABIBjgABAAAAAAAFAAwBuwABAAAAAAAGABEB7AABAAAAAAAHAFICpAABAAAAAAAIABQDIQABAAAAAAALABwDcAABAAAAAAAMAC4D6wABAAAAAAANAC4EeAABAAAAAAAOACoE%2FQABAAAAAAAQAAkFPAABAAAAAAARAAgFWAADAAEECQAAAGgAAAADAAEECQABACQAnwADAAEECQACAA4A2AADAAEECQADAE4A8AADAAEECQAEACQBaAADAAEECQAFABgBoQADAAEECQAGACIByAADAAEECQAHAKQB%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%2BAD8AQABBAEIAQwBEAEUARgBHAEgASQBKAEsATABNAE4ATwBQAFEAUgBTAFQAVQBWAFcAWABZAFoAWwBcAF0AXgBfAGAAYQCsAKMAhACFAL0AlgDoAIYAjgCLAJ0AqQCkAQIAigEDAIMAkwDyAPMAjQCXAIgAwwDeAPEAngCqAPUA9AD2AKIArQDJAMcArgBiAGMAkABkAMsAZQDIAMoAzwDMAM0AzgDpAGYA0wDQANEArwBnAPAAkQDWANQA1QBoAOsA7QCJAGoAaQBrAG0AbABuAKAAbwBxAHAAcgBzAHUAdAB2AHcA6gB4AHoAeQB7AH0AfAC4AKEAfwB%2BAIAAgQDsAO4AugDXALAAsQDYAN0A2QCyALMAtgC3AMQAtAC1AMUAhwC%2BAL8AvAEEAQUHdW5pMDBBRAlvdmVyc2NvcmUMZm91cnN1cGVyaW9yBEV1cm8AAAABAAIACAAK%2F%2F8ADwAAAAEAAAAAyYlvMQAAAADJTOp9AAAAAMnt2GI%3D%29%20format%28%27truetype%27%29%3B%0A%7D%0A%40font%2Dface%20%7B%0Afont%2Dfamily%3A%20%27Open%20Sans%27%3B%0Afont%2Dstyle%3A%20italic%3B%0Afont%2Dweight%3A%20400%3B%0Asrc%3A%20url%28data%3Aapplication%2Fx%2Dfont%2Dtruetype%3Bbase64%2CAAEAAAAQAQAABAAARkZUTVzakEwAAIZUAAAAHE9TLzKhTLaOAAABiAAAAGBjbWFwjOjcmQAABUAAAAGyY3Z0IA7AFxkAAA%2B0AAAAoGZwZ21%2BYbYRAAAG9AAAB7RnYXNwABUAIwAAhkQAAAAQZ2x5Zr%2FLVRcAABIEAABJAGhlYWT4qxTOAAABDAAAADZoaGVhDj8E%2FgAAAUQAAAAkaG10eGTdQjIAAAHoAAADWGtlcm4Mlg8JAABbBAAAIwRsb2NhW7BKSgAAEFQAAAGubWF4cAJdAPoA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60YBIyIzHxwzG1UWMxVVEQEPVRAzD1UPD08PAh8Pzw8CDw%2F%2FDwIGAgEAVQEzAFVvAH8ArwDvAAQQAAGAFgEFAbgBkLFUUysrS7gH%2F1JLsAlQW7ABiLAlU7ABiLBAUVqwBoiwAFVaW1ixAQGOWYWNjQBCHUuwMlNYsCAdWUuwZFNYsBAdsRYAQllzcysrXnN0dSsrKysrdCtzdCsrKysrKysrKysrKytzdCsrKxheAAAABhQAFwBOBbYAFwB1BbYFzQAAAAAAAAAAAAAAAAAABEgAFACRAAD%2F7AAAAAD%2F7AAAAAD%2F7AAA%2FhT%2F7AAABbYAF%2FyU%2F%2Bv%2Bhf5e%2Fqj%2F6wAW%2FrwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAiwCBAN0AmACPAI4AmQCIAIEBDwAAAAAAAAAAAAAALgBMAKQBDAF6AeYB%2BgIcAjwCZgKGApwCrgLKAuADHAM%2BA3oDzAQIBE4EpgTEBSgFfgWuBdoF%2FAYaBj4GjgcKBzoHiAfAB%2FYIJAhKCJIIugjOCPIJHAk2CW4JmgnaCg4KWgqYCuQLBAs2C1oLmgvCC%2BIMCgwmDDoMVgxyDIQMnAzmDTINZg2yDfwORg7ODw4PMA9mD5YPqBAAEDoQdhDCERARQBGIEcgSABIiEmYSjhLGEu4TOBNKE5QTxhPGE%2FAUNhSAFNAVGhU6FaQVzhY%2BFnwWshbIFtAXQBdSF4AXsBfiGCIYPBh6GKQYrhjSGPIZIBlUGWoZgBmWGeQZ9hoIGhoaLBpAGloapBqwGsIa1BrmGvobDBseGzAbRBuQG6IbtBvGG9gb6hv%2BHCochhyYHKocvBzQHOIdHh2QHaIdtB3GHdgd6h38HoAejB6eHrAewh7UHuYe%2BB8KHx4fgh%2BUH6YfuB%2FKH9wf7iAgIH4gkCCiILQgxiDYISghOiFMIaQiGCI8Im4inCKuIsAi2CLyIwgjLiNWI3ojlCOyI9Ij6CQcJIAAAAACACv%2F4wIrBbYABAAQABhACwICDgQDDghPWQ4WAD8rABg%2FEjkvMTAJASMSEwE0NjMyFhUUBiMiJgIr%2Fu5tMX%2F%2Bz09ELThOQjE3Bbb73QEzAvD6mExYNzZEXjgAAAIA4QOmA0IFtgADAAcADbQGAgcDAwA%2FM80yMTABAyMTIQMjEwHlmWtIAhmaa0gFtv3wAhD98AIQAAAAAAIAPwAABTsFtgAbAB8AM0AYAB8QEBkVERETBAgMDAEcDQ0KFxMDBgoSAD8zPzMSOS8zMzMRMzMROS8zMzMRMzMxMAEDIQchAyMTIQMjEyE3IRMhNyETMwMhEzMDIQcBIRMhBAxiAR0N%2Fst9i4H%2B0X%2BFef77DQEcZf7rDQEte4t9ATF%2FhX0BCAz8xQEvYP7RA4P%2BrIH%2BUgGu%2FlIBroEBVH8BtP5MAbT%2BTH%2F%2BrAFUAAAAAwBI%2F4kELwYQAB4AJQAsADpAHx8MAykiLBwNJQYGEwYMS1kbJhMmS1kWEwYTBhMVBRUALy8SOTkvLxEzKxEAMysREgAXOTIRMzEwARQGDwEjNyYnNR4BMxMuATU0Nj8BMwcWFwcmJwMeAQE%2BATU0JicDDgEVFBYXA67hxTGFMcN4UrtJYot92L8nhSeffD95f16Vf%2F53a35CUQhsdkVJAeyiyhbh3w46miktAcQxlXKfwBGwsgxAhz8J%2Fkg3jP6iDXxcNlQgAkoLdGI1WRoAAAUAqP%2FsBfwFywADAA8AHgArADoAJUASBBwcAyUxMQIDBgIYHzgHChUZAD8zPzM%2FPxI5LzMROS8zMTAJASMBAyIOARUUMzI2EjU0FxQCDgEjIiY1NBI2MzIWASIOARUUMzI%2BAjU0FxQCDgEjIiY1NBI2MzIWBbz7w5gEPiFDaT9qQWhFiz9ljVZuemWscnR4%2FCNCakBrNFQ%2FJoxAZYxXbXplrHJ0eAW2%2BkoFtv1Ogfh0rYIBC2eml2v%2B%2FrFjlZGmATGYjwJcfvl3rE%2BVyUemmGz%2B%2FbBilpGmATGYkAADAEL%2F7AUfBc0ACwAWADUAMEAbKioaBRAnBA8oMC0EHy8SHwBKWR8EMwxKWTMTAD8rABg%2FKwAYPxIXORc5OS8xMAEiBhUUFz4CNTQmATI2NwEOAhUUFiU0NjcmNTQ2MzIWFRQOAgcBNjczBgcTIycOASMiJgLhaXRSi2g%2BVf6lV6Jy%2Fs6AcDuF%2Fti01WfUr5WvQW6RUQEWf0ioZbbLyXV43ImoygVEeG54c0dOXDpNWfszQlsBsUNidUlqgd%2BU22alkKTJnoVOdmJSKv57brnssP7ypmRWwAABAOEDpgHlBbYAAwAJsgIDAwA%2FzTEwAQMjEwHlmWtIBbb98AIQAAAAAQBS%2FrwC5wW2AAsACrMDAwonAD8%2FMTATEBIBMwoBERATIwJS8AEInfb7coOTARABUwJAARP%2B8v2o%2FsL%2Brf79AQoAAAAB%2F2D%2BvAH0BbYACgAKswgDBCcAPz8xMAEQAgEjABEQAzMSAfTz%2FvucAfBxg5IDYP6r%2Fb%2F%2B8gInAn0BVQEB%2FvMAAQDXAmoEgQYbAA4AC7MGBg4AAD8zLzEwAQMlByUTBwMBJwElNwUTA1Z7AaYI%2Fne0pnH%2B%2FnQBNf6LNwFzKQX4%2FoESnS%2F%2BgTQBlv6oeQEcbZq5AZAAAQB%2FAQgEFwSgAAsADrQJAQEGAgAvMzMRMzEwASE1IREzESEVIREjAgT%2BewGFjQGG%2FnqNAouOAYf%2BeY7%2BfQAAAAH%2FnP74ASsA7gAGAAixBAAAL80xMCUXBgcjEjcBIwhxnYF%2BTu4X6%2FQBHtgAAQA3AdUCOQJzAAMACLEAAQAvMzEwEzchBzcjAd8iAdWengAAAQAr%2F%2BMBIwDyAAsADLUJA09ZCRYAPysxMDc0NjMyFhUUBiMiJitRRys1UEQuNkpNWzQ1R180AAAB%2F6IAAAN9BbYAAwAKswMDAhIAPz8xMAkBIwEDffzTrgMtBbb6SgW2AAAAAAIAef%2FsBEQFzQAMABkAF0AMCw1LWQsHBBRLWQQZAD8rABg%2FKzEwARACBCMiAjUQEiQzIAUiBgIVFBYzMjYSNRAERJ3%2B8bOwvKQBDa0Bbf6JccB3ZG9zvHED9v7Z%2Fhj7AP%2FyAQ4B6fmQ5%2F5h2Ky45AGs7wFDAAAAAAEBLwAAA4UFtgAKABC2BAcBCQYBGAA%2FPxI5OTEwISMTEjcGDwEnATMCTKzEOx0yWbJQAcGVA5EBBWI1Om5%2FARwAAAAAAQAMAAAENwXLABsAHEAOAhoRC0tZEQcBGkxZARgAPysAGD8rEQAzMTApATcBPgM1NCYjIgYHJzYzMhYVFA4BBwEVIQOP%2FH0fAdFmlWEveGdNk1lSv96wzU%2B3y%2F6gAqaTAaRdjX17S2N0OURzmrGbb7rQsf7NCAAAAQAv%2F%2BwEMQXLACgALUAXAxgZGRhLWRkZCyYmIEtZJgcLEUtZCxkAPysAGD8rERIAORgvKxESADkxMAEUBgcVHgEVFA4BIyInNR4BMzI2NTQmKwE3MzI2NTQmIyIGByc2MzIWBDHKs3yOfO6k0q9e0lWitJ6Ngx%2BLpdp0Y1CaYlDD5bPEBIec2SAJF6d9hctyT6QxNZ%2BKg4eProxcbDZCdpCuAAACABAAAARMBb4ACgATACVAEgYTDwcBBRMFTFkJExMDBwYDGAA%2FPxI5LzMrEQAzETMRMzEwASMDIxMhNwEzAzMhNhITIw4BBwEEK%2BlIpEr9cB0DQsTP6P51LkBUCBFjF%2F3rAU7%2BsgFOngPS%2FCncATIBJB2HHf2PAAABAFD%2F7ARIBbYAHAAtQBcbBwAAEk1ZAAAHFxcaTFkXBgcMS1kHGQA%2FKwAYPysREgA5GC8rERIAOTEwATIWFRQGBCMiJzUWMzI2NTQmIyIGBycTIQchAzYCVrbXkv76scGJpKq%2F1pODMGJaSsUCnCH99n9XA33RsqH0eU%2BkZsCsfpMNGDkCrJn%2BSRcAAAIAhf%2FsBFoFywAaACgALUAXDRgFESFNWRERGAUFCktZBQcYG0tZGBkAPysAGD8rERIAORgvKxESADkxMBM0GgEkMzIXByYjIgADMz4BMzIWFRQCBiMiJgUyPgE1NCMiDgIVFBaFec4BHrhvSSNEZtT%2B30QIO69qmrSF5JO2xwGPXpNR3UJ8YDB5AajRAZwBI5MXkRb%2B1v7aT17FrKH%2B9Y3mWWy%2Bcfg5X3JiiZ4AAAAAAQCuAAAEeQW2AAYAFkAKBQIAGAMCTFkDBgA%2FKwAYPxEzMTAzASE3IQcBrgMA%2FTEfA3sb%2FQQFIZWL%2BtUAAwBg%2F%2BwEVgXNABkAJQAxADJAGxMGKSMEDQAsGktZLCwNAAAmS1kABw0gS1kNGQA%2FKwAYPysREgA5GC8rERIAFzkxMAEyFhUUBgceARUUDgEjIiY1NDY3LgE1ND4BAw4BFRQWMzI2NTQmEyIGFRQWFz4BNTQmAuWuw5y8f2p44Zi%2B2L7JX1Ftxgq5mYpwi6ZoCHKITlihhnMFza2VgcBQTq5zer9mxamU2ExFl2Bvr2H87zynd2t%2BlHpjlgK9g25SfDY8j2ZaagACAGL%2F7AQrBcsAGgAoAC1AFw4FGCERTVkhIQUYGBtLWRgHBQpLWQUZAD8rABg%2FKxESADkYLysREgA5MTABFAoBBCMiJzUWMzISEyMOASMiJjU0EjYzMhYlIgYVFBYzMj4CNTQmBCtwt%2F78rIhqhnDK%2BkAKM6NjqbiB55C0x%2F5%2FlrZtbEyAWSl2BArC%2Flf%2B2Ywini8BGgEsS1fFvpkA%2F4%2FlV%2BKxfIQ5anpag5kAAgAr%2F%2BMBwwRkAAsAFgAXQAwPFE9ZDxAJA09ZCRYAPysAGD8rMTA3NDYzMhYVFAYjIiYTNDYzMhUUBiMiJitRRys1UEQuNqBQR2FTQS42Sk1bNDVHXzQDpU1baEldNQAAAv%2Bc%2FvgBwwRkAAYAEQAVQAkEQAYKD09ZChAAPysAGC8azjEwJRcGByMSNxM0NjMyFRQGIyImASMIcZ2Bfk5jUEdhU0EuNu4X6%2FQBHtgCzk1baEldNQAAAAEAeQDyBBAE2QAGABdACQECBQUGBAMAAwAvLxEzMjkRMzMxMCUBNQEVCQEEEPxpA5f9FQLr8gGmYgHflf6N%2FrgAAAAAAgB%2FAbwEFwPlAAMABwAStwUABAEEBAABAC8zMy9dMzEwEzUhFQE1IRV%2FA5j8aAOYA1qLi%2F5ijo4AAAAAAQB5APIEEATZAAYAG0ALBQQBAQMABgIDBgMALy8RMxEzEjkRMzMxMBMJATUBFQF5Aun9FwOX%2FGkBiQFIAXOV%2FiFi%2FloAAAAAAgCe%2F%2BMDmgXLABoAJgAlQBIHEQAAJBEkHk9ZJBYRCklZEQQAPysAGD8rERIAORgvEjkxMAE%2BATc%2BAjU0JiMiBgcnPgEzMhYVFAYHDgEHAzQ2MzIWFRQGIyImAQQWZXOAUC5nYFGUQj1cyFKnuIOgfVgX7VBHLDVTQS42AZOCp1tkWGQ%2BXWUzH4EzMqiae894W3Fo%2FrdNWzQ1SV00AAAAAAIAb%2F9GBo8FtAA1AEEAKkATJisHCTYQGD09BAkQCRAJKx8yAwA%2FM8Q5OS8vETMzETMRMxI5ETMxMAEUAgYjIicjBiMiJjU0PgEzMhYXDgEXFDMyPgE1NAAjIgQCFRAAITI3FQYjIAAREBIkITIEEgUiDgEVFBYzMhsBJgaPbsh6xRAIb7Rzg4jxjEF9WEBEA2ZOf0r%2FAPLk%2FpvFAR8BCsXf2%2BD%2Bxv6X%2FQGyAQ2%2FARSR%2FUpeoFxCQbtVRj8DVLP%2B3qS4uJeGnf6QGCTy%2FC51hul%2F7wEA1v6H5P7y%2FtdWf1oBcQFBAQUBwfaX%2FuxfbsRyXVMBOwECFwAAAv%2BLAAAEEAW2AAcADgAdQA4LBA4BSVkODgMEAwcDEgA%2FMz8SOS8rEQAzMTABIQMjATMTIwsBJicOAQMDLf4Q9b0DH664qksjGAUlV84B0f4vBbb6SgJtASuzq1iu%2Fn0AAwBWAAAEsgW2AA4AFwAgAC1AFwUgDw8gSlkPDw0ODhdKWQ4DDRhKWQ0SAD8rABg%2FKxESADkYLysREgA5MTABIBEUBgcVHgEVFAQjIQETMzI2NTQmKwEDITI2NTQmKwEDAgGwrp5ze%2F7Q%2F%2F4xATUn%2BJy6hY%2FT%2BgEKtcKVjOwFtv6wjcIdCiCdbtTxBbb9jpJ%2BaGf7bqGTdHsAAAAAAQCW%2F%2BwFCgXLABgAF0AMFABJWRQEDQdJWQ0TAD8rABg%2FKzEwASIEAhUUFjMyNxUOASMiABEQEiQzMhcHJgOurv7tocOri7dWnG7y%2FuzTAWThxZdFigUzwv6J3bvfOZUfHAErAQIBBQHB7FCNRQAAAAIAVgAABRQFtgAJABMAF0AMBhJKWQYDBRNKWQUSAD8rABg%2FKzEwARACBCkBASEgAAEyJBI1NCYrAQMFFNL%2Bev76%2FqABNQFWARQBH%2FytygEyo87HsvoDbf77%2FnDYBbb%2B1fwItwFO19fd%2B3AAAAEAVgAABGoFtgALACZAFAYJSVkGBgECAgVJWQIDAQpJWQESAD8rABg%2FKxESADkYLysxMCkBASEHIQMhByEDIQM1%2FSEBNQLfIP3KYgIPHf3vcgI1BbaZ%2FiuY%2FegAAQBWAAAEagW2AAkAHUAPBglJWQYGAgESAgVJWQIDAD8rABg%2FEjkvKzEwISMBIQchAyEHIQECrAE1At8e%2FchuAhAg%2Fe8Ftpn965kAAAEAlv%2FsBU4FywAdACZAFAAdSVkAAAQLCxJJWQsEBBlJWQQTAD8rABg%2FKxESADkYLysxMAEhAwYjIAAREBIkMzIWFwcuASMiBAIVFBYzMjcTIQM1Acua2Mv%2B%2BP7bywFo23XNaEJNsWqp%2FuuazbiaamD%2B3wL%2B%2FTlLASEBAwENAbn1KCyYIjLL%2FpThvtonAbwAAAEAVgAABXMFtgALABpADQgDSVkICAUKBgMBBRIAPzM%2FMxI5LysxMCEjEyEDIwEzAyETMwQ9p4%2F9bJGqATWqgwKUhagCsP1QBbb9kgJuAAAAAQBWAAACNQW2AAMACrMBAwASAD8%2FMTAzATMBVgE3qP7JBbb6SgAAAAH%2Bwf5%2FAjUFtgAMABG3CQMABUlZACIAPysAGD8xMAMiJzcWMzI2NwEzAQKmaTAGRUxkgxkBM6r%2By0%2F%2BfxmTFH14Bar6RP6FAAEAVgAABSsFtgANABVACQoEBwsIAwEHEgA%2FMz8zEjk5MTAhIyYCJwcDIwEzAwEzAQQKukiVSK59qgE1qpcCvNH9gbUBZbeD%2FbIFtv06Asb9gwAAAAEAVgAAA1YFtgAFABG3AQMAA0lZABIAPysAGD8xMDMBMwEhB1YBNar%2B7AI1IQW2%2BuSaAAABAFQAAAa4BbYAFAAZQAwKAhMDBwwIAwAPBxIAPzMzPzMSFzkxMCEDIw4BBwMjATMTMwEhASMaATcjAQKkpggHKxC%2BogE19JUJApMBCv7Rrn6GGwb9MwUQSPtK%2FH0FtvtMBLT6SgJOAndN%2Bu4AAAAAAQBUAAAFqAW2AA8AFUAJAwsHDggDAQcSAD8zPzMSOTkxMCEjASMGBwMjATMBMzY3EzMEc7X%2BNAYgKqyiATW0AcsGHiqupATH3cX82wW2%2BzzgtQMvAAAAAAIAlv%2FsBYMFzQANABsAF0AMCw5JWQsEBBVJWQQTAD8rABg%2FKzEwARACBCMgABEQEiQzMgAlIgYCFRQWMzI2EjU0JgWDsP641%2F8A%2FuLAAU%2FS9AEY%2Feed%2BInEqJjxjLwDi%2F7z%2FlfpASsBDgEIAbTs%2Fsycyv6Y2sffwwFs3cffAAAAAgBWAAAEhwW2AAoAEwAdQA8LBEpZCwsHBhIHE0pZBwMAPysAGD8SOS8rMTABFAAhIwMjASEyFgEzMjY1NCYrAQSH%2Frj%2Bw4d7qgE1AUrW3P0Thdjgi5CjBD34%2Fvr9wQW2vf3YtrB9bwACAJb%2BpAWDBc0ADQAfACNAER8QHRAHFwBJWRcEEAdJWRATAD8rABg%2FKxESADkYEMYxMAEiBgIVFBYzMjYSNTQmAQcjIAAREBIkMzIAERAABwEjA2qd%2BInEqJ7yhbz%2BxBEQ%2FwD%2B4sABT9L0ARj%2B6uwBEtsFNcr%2BmNrH38gBadvH3%2Fq5AgErAQ4BCAG07P7M%2FvL%2Bs%2F4aTv6aAAIAVgAABIkFtgALABUAJkATCAAODgBKWQ4OAwoCEgMMSVkDAwA%2FKwAYPzMSOS8rERIAOTEwAQMjASEgERAFEyMLAQIHMzI2NTQmIwGBgaoBNQFAAb7%2BkO%2B60WlmDqjB0IeYAmD9oAW2%2FpL%2BpGX9eQJgAsH%2BEkGqn3ltAAABACf%2F7AQjBcsAJgAgQBAfDBUDFRxJWRUEAwlJWQMTAD8rABg%2FKxESADk5MTABFAQjIiYnNRYzMjY1NCYnLgE1NCQzMhYXBy4BIyIGFRQeARceAgOR%2Fuf%2FaqFHorKivmmPl3UBCNdjq19CQqRFhqMiSmmTZzUBqNPpHSKqVJeETndRVap0u%2BsmLpYmLIt3Nk1EPVhkeQAAAAEAugAABLQFtgAHABZACgESBwMEA0lZBAMAPysRADMYPzEwISMBITchByEB56wBFf5qIQPZHv5oBR%2BXlwAAAAABAKT%2F7AV%2FBbYAFQAUQAkVCgMEEUlZBBMAPysAGD8zMTABAwIEIyImNTQ3EzMDBhUUFjMyNjcTBX%2FNN%2F7j9ubeGL2qvxaSkay%2FLM0Ftvw6%2Fvn90MNReANu%2FIVqUnWHr8oDugAAAQC8AAAFHwW2AAsAELYLBgMHAwYSAD8%2FMxEzMTAlNjcBMwEjAzMTFhUB3z1lAd%2B%2F%2FPO0oqphFMWQwgOf%2BkoFtvxexIsAAAAAAQDfAAAHgQW2AB0AGUAMBA8YAwkcEwoDAQkSAD8zPzMzEhc5MTAhIwMmNSMOAQEjAzMTFxQHMzY3ATMTFhUHMzY3ATME6aoxCAYZSP4srj6qHwIKBllDAZWyKwkBCUs4AYO2A8WIkkil%2FA4Ftvx7WGKg84wDYPykmZdT4IIDfQAB%2F5gAAATRBbYACwAVQAkIAgQJBgMBBBIAPzM%2FMxI5OTEwISMDASMJATMTATMBA7y01f4fugJU%2FvmsywG7uv3VAoH9fwMIAq79zQIz%2FUoAAAEAvAAABMMFtgAIABC2AAUBBwMFEgA%2FPzMSOTEwCQEzAQMjEwMzAhkB6cH9jXGsd%2B6qAssC6%2Fxn%2FeMCJQORAAAB%2F%2FAAAASTBbYACQAgQBAHBAIIBQRJWQUDAQhJWQESAD8rABg%2FKxEAMxEzMTApATcBITchBwEhA3X8exwDnP1xIANaGvxkArmJBJKbi%2FtvAAH%2F8P68AvAFtgAHAA61BQIDBgEnAD8zPzMxMAEhASEHIwEzAXP%2BfQF9AYMf4%2F7C4%2F68BvqN%2BiEAAQDdAAACUAW2AAMACrMDAwISAD8%2FMTABEyMDAXfZmtkFtvpKBbYAAAH%2Fav68AmoFtgAHAA61AwQDAAcnAD8zPzMxMAczASM3IQEhd%2BEBQOMeAYX%2BhP58tgXfjfkGAAAAAQA1AikEAgXBAAYADrQFAQAEAgAvLzMRMzEwEwEzASMDATUCVm0BCpHJ%2Fi0CKQOY%2FGgC6%2F0VAAAB%2F0T%2BvAKN%2F0gAAwAIsQECAC8zMTABITchAm%2F81R4DK%2F68jAABAj8E2QOHBiEACAAIsQYBAC%2FNMTABIy4BJzUzFhcDh2g9hxy1K2gE2T26PBWIpwACAGL%2F7ARgBFwAEgAgACdAFAoEDAAFDwgVABpGWQAQDBNGWQwWAD8rABg%2FKwAYPz8REjk5MTABMhYXMzczAyM3IwYjIiY1NBI2AzI2EjU0JiMiBgIVFBYCf1yQKAtDf%2BmFGgizxouejvopYcB4cFtos2ZeBFxjXaz7uNHlxqzQAWTK%2FBu5ASmVZ3qs%2FtqjcnEAAAAAAgA7%2F%2BwEOQYUABUAIgAnQBQLBAAPBwAGFQ8WRlkPEAAdRlkAFgA%2FKwAYPysAGD8%2FERI5OTEwBSImJyMHIwEzBgIHMz4BMzIWFRQCBhMiBgIVFBYzMjYSNTQCIWGTJQpGfQFKqDM3MAldtWCNnon1IGDHdW9pY6toFGZYqgYU8v7%2FrHZvxq3R%2Fp3HA%2BO%2B%2FuCXbnWiASuo4wABAGL%2F7AOqBFwAGAAXQAwHDEZZBxAAE0ZZABYAPysAGD8rMTAFIiY1NBIkMzIXByYjIgYCFRQWMzI2NxUGAfrC1pQBBaOJgy94Y3C5aYV1SIA%2BfBTWw8gBUr0zjTOZ%2Fu%2BggI4oG48%2FAAIAYv%2FsBMMGFAAUACEAJ0AUAwsOAAYACRUAHEZZABAOFUZZDhYAPysAGD8rABg%2FPxESOTkxMAEyFzM2NxMzASM3Iw4BIyImNTQSNgMyNhI1NCYjIgYCFRQCf8JXChEcTqb%2BtosWCGWwXouckPUmXsh1bGdlrWkEWr6bdwFm%2BezRfWjErtYBZML8HbsBI5dvdKX%2B1aXjAAAAAgBi%2F%2BwDtARcABgAIgAmQBQcDkZZHBwABwcZRlkHEAASRlkAFgA%2FKwAYPysREgA5GC8rMTAFIiY1NBI2MzIWFRQEISMHFBYzMjY3FQ4BEyIGBzMyNjU0JgHsuNKV9pSZmv60%2FsshBHuBP4VjXpA0Z7UwDOTzSRTawbwBWcCFd7TNUIOTJDCSLCMD4bynd3E1RgAAAAH%2FG%2F4UA4MGHwAgACpAFgwaCR0QFkZZEAAaHUdZGg8ABUZZABsAPysAGD8rABg%2FKxEAMxEzMTADIic1FjMyNjcTIz8CPgEzMhYXByYjIgYPATMHIwMOAWhFOEAwTFIZ48ENzhcuo6AodCArTD1XXR0Z7hnt6Cei%2FhQVjRZ8cwQ6Q0JkyKUXDoEdYYFsf%2Fu2va4AAAAD%2F4H%2BFARMBFwAKAA1AEMASEAoGzMzDkZZBzlHWQQgCQMHJjMHMwcVKCZAR1kmECgCR1koDxUsR1kVGwA%2FKwAYPysAGD8rERIAOTkYLy8REhc5KysRADMxMAEPARYVFAYjIicGFRQWHwEeARUUBCEiJjU0NjcmNTQ2Ny4BNTQ2MzIXARQWMzI2NTQmLwEOAQEUFjMyPgE1NCYjIg4BBEwZ0ynpwzcdi0I%2FdbWj%2Ftz%2B98LckKFOZls%2FUO%2B6Tkz9SoKAts1sgp94gAEWWlBPdj9YUk51QQRIaxg%2BYL%2FjCDVOKRsIDhaEgLjKk4ZpmjYpUEVjKyB9U8L4FPr1TVp%2FdD5IDhAZfgMSVVlUk1ZSVlGRAAEAOwAABCkGFAAdAB1ADhILFgwAAAsVFgVGWRYQAD8rABg%2FMz8REjkxMCETNjU0IyIOAQcDIwEzDgMHMz4BMzIWFRQHBgMC2ZQSk1mpgSFlqAFKqBIhIykbC163ZIOPFydqArReKZR24Z%2F%2BJwYUUpqfrmZ7apCEPmjB%2FiEAAAAAAgA7AAACHwXfAAMADgAOtQwHAg8BFQA%2FP8QyMTAzIxMzAzQ2MzIVFAYjIibjqOqoeUAzWEMsKDQESAEYOEdaN0wxAAAC%2Fv7%2BFAIdBd8ADAAXABZAChUQCA8ABUZZABsAPysAGD%2FEMjEwAyInNRYzMjcBMwEOAQE0NjMyFRQGIyImh0U2PTp9KwEIpv72JJ0BVEAzVkMsJjT%2BFBWNFs0E2%2FsWq58HTDhHWjdMMQAAAAABADkAAAQhBhQADgAYQAsGDgkBCgABDwUJFQA%2FMz8%2FERI5OTEwCQEzCQEjAwcDIwEzCgEHAUoCDsn%2BKwEnu%2BuYUqoBSqpIci0CLwIZ%2Fi39iwIMe%2F5vBhT%2BsP3sgQAAAAABADkAAAItBhQAAwAKswIAARUAPz8xMDMjATPhqAFMqAYUAAABADsAAAaHBFwALAAnQBMWDwwTDQ8AIQwVJwYTBkZZGhMQAD8zKxEAMxg%2FMzM%2FERI5OTEwIRM2NTQmIyIOAQcDIxMzBzM%2BATMyFhczPgEzMhYVFAcDIxM2NTQmIyIOAQcDAriUEj5LVJ95IWWo6osWCletXHF6CwhWwmN%2FixaQqpQURUpRnncfawK0XilGTnjfnf4lBEjLd2iCdH15iIJEbv1gArRoKj5LdNWS%2FgwAAAEAOwAABCkEXAAZAB1ADg8MEw0PAAwVEwZGWRMQAD8rABg%2FMz8REjkxMCETNjU0JiMiDgEHAyMTMwczPgEzMhYVFAcDAtmUFEdOWamBIWWo6osWCmCzYH%2BTF48CtGgoP0x43p7%2BJQRIy3pli31PZf1gAAAAAgBi%2F%2FAEHQRWAA0AGwAXQAwAEUZZABAHGEZZBxYAPysAGD8rMTABMhYVFAIGIyImNTQSNgE0JiMiBgIVFBYzMjYSAoO%2B3JD2m8DakvgBg31rba1ff3dopl0EVuHFvP6ytuLEvgFPs%2F5xc4%2BU%2Fvmhg4%2BSAQ0AAAAAAv%2FV%2FhQEOQRaABUAIgAnQBQEDAAPCg8JGw8WRlkPEAAdRlkAFgA%2FKwAYPysAGD8%2FERI5OTEwBSImJyMHDgEDIwEzBzM2MzIWFRQCBhMiBgIVFBYzMjYSNTQCIWGSKAoEAw9rpgFQixoIs8GJnor0IGDHdW9pY6toFGRaJhla%2FgMGNNHjw7DU%2Fp7FA%2BO%2B%2FuCXbnWiASuo4wACAGL%2BFARgBFwAFQAiACdAFAQLAA8FDwgbAB1GWQAQDxZGWQ8WAD8rABg%2FKwAYPz8REjk5MTABMhYXMzczASMTNjcjDgEjIiY1NBI2AzI2EjU0JiMiBgIVFAKBXo8lDUN9%2FrCmZQkwCF%2B0YIyfkfcpXMR5bWJlsGgEXGVbrPnMAeAtsHlsw6%2FUAWjC%2FBu4ASKbaXqp%2Ftej4wAAAAABADsAAANoBFwAEgAbQA0OCwAMDwsVAAVGWQAQAD8rABg%2FPxESOTEwATIXByYjIg4BBwMjEzMHMz4CAvBFMyQ1NFufdxxrqOqLFgpIXmcEXA6WDXjVgv4KBEjLX1MtAAABAAj%2F7ANEBFwAJAAgQBAMHgMVFRtGWRUQAwlGWQMWAD8rABg%2FKxESADk5MTABFAYjIic1HgEzMjY1NCYnLgE1NDYzMhcHJyYjIgYVFBYXHgIC393JqYhGokV%2BgEZ0gmzKpaufNjhld11qR29rXS4BN5yvRZ4qLmROOU5ESYxgiqlKiRkrV0U4UD88VmMAAAABAFr%2F7ALbBUQAGgAnQBMQEkAMFQ8SEhVHWRIPBgBGWQYWAD8rABg%2FKxEAMxEzGhgQzTEwJTI3FQ4BIyImNTQ3EyM%2FAjMHIQchAwYVFBYBizdZImQefYUSf6wOuX1iNwESGv7vgRI6dRqBDhR3dkJUAlpJTuT8f%2F2kVy04PAAAAAEAcf%2FsBF4ESAAYABtADQ8SChgPDRUSBUZZEhYAPysAGD8%2FMxI5MTABAwYVFDMyPgE3EzMDIzcjDgEjIiY1NDcTAcOWEpNYqoIiZKbnixYMYrJfgJIWkgRI%2FUlZMo944J4B2%2Fu4y31ii4E%2BbgKkAAABAGIAAAQSBEgACwAOtQkBDwUAFQA%2FMj8zMTAzAzMTEhUzEjcBMwHffahAGAZ%2FNAFFsv2xBEj9m%2F7%2BaAETYAJc%2B7gAAAEAdQAABgYESAAfABlADAUPGQMJHRMKDwAJFQA%2FMz8zMxIXOTEwIQMmPQEjDwEBIwMzExUUBzM2NwEzExYdAQczNhIBMwEDPyAECTJT%2Ft3KK6QSCAYvWgEntiUGAgYcbgEMsv4GAlpeTpx2vf2RBEj9rliTenzGAnX9rqheNSpWAQkCWPu4AAAB%2F7YAAAQGBEgACwAVQAkGAAIHBA8LAhUAPzM%2FMxI5OTEwCQEjAQMzEwEzARMjAdP%2BpsMB2%2B%2BqrgFKwv45%2FKgBsv5OAjUCE%2F5kAZz95f3TAAH%2FO%2F4UBBIESAAYABhACwUPCgAPDxRGWQ8bAD8rABg%2FMxI5MTATMxMWEhUzPgE3ATMBDgEjIic1FjMyNj8BYqhKChMGI2gZAUWy%2FUhdtoBIRD9EUnU3TARI%2Fd9F%2FvNSV%2BIrAmH6%2FqyGFYcSZWOIAAAB%2F%2BMAAAN9BEgACQAgQBAHBAIIBQRHWQUPAQhHWQEVAD8rABg%2FKxEAMxEzMTApATcBITchBwEhArL9MRcCtv4hGwKRHf1YAhN1A1Z9jPzBAAEAG%2F68Ay8FtgAnABlACxsKCgsLJhQSAwAnAD8%2FMzI5LzMSOTEwASImNTQ3PgEnNCM3MjY3Ez4BOwEHIgYHAw4BBxUWFRQPAQYVFBYzFQG6jZcUISUE0SB2jxZEIqerIR9pXBRHHH5olxIvD0lT%2FrxpdzRZkqMVj49XaAFGoICNSVf%2Bv3t6EQUprDtI0zooNTGOAAABAh3%2BEAKoBhQAAwAKswAAAxsAPz8xMAEzESMCHYuLBhT3%2FAAB%2F7b%2BvALBBbYAJwAbQAwcCwsKChQTJgADEycAPz8yETM5LzMSOTEwATIWFRQPAQYVFDMHIgYHAw4BKwE1MjY3Ez4BNzUmNTQ%2FATY1NCYjNwEdkJkVMRDRIXeOFkMkprUNc2gTSBl%2Ba5YSMg5RYxwFtml2MF3bRCuPkFZo%2FrqkfY5IVwFCdX0SBiqpO0jVQSI1MY0AAQBzAlAEMwNUABcAErYPAAaADAMSAC8zMxrNMjIxMAEiBgc1NjMyFhceATMyNjcVBiMiJicuAQFcNoEyYpFFdFZAYTI3gTNkkEh%2BSEtaAslFNJdtHSUbHEI3lm4hICAYAAAAAAL%2F8v6LAfIEXgADAA8AGEALAAAHAyIHDU9ZBxAAPysAGD8SOS8xMAEzAyMBNDYzMhYVFAYjIiYBBG2wzwEIUUYsNVFBMDYCrPvfBStMXDQ2R10zAAEA4f%2FsBCkFywAeAChAFQIeDAkJEU1ZHhhLWR4JHgkBCgcBGQA%2FPxI5OS8vKysRADMRMzEwBSM3LgE1NBI2PwEzBxYXByYjIgYCFRQWMzI2NxUGBwJGfSuEj3%2FmkSN7JXdiL21ucLlphHZIgD57oxTXIs%2BauQE%2BxxWqqAkojjSZ%2Fu%2BgfZIoHI8%2BBAAAAf%2FpAAAEmgXJABsAMUAZCxcYF05ZCBgYEgAABUtZAAcTDxIPTFkSGAA%2FKxEAMxg%2FKxESADkYLzMrEQAzMTABMhcHJiMiBwMhByEHDgEHIQchNzY%2FASM3MxMSA0q4mEKShNUyRQFyGv6NLxZYUALVIfxHG801L8gayUxLBclWhU%2Ft%2Frp%2F22KJK5qNLvPdfwFeAWEAAAIAqAEhBBAEhwAbACcAJEATBQIaFxMQDAkIBxIYFQoEHxUlBwAvM8QyzjIQzjISFzkxMBM0Nyc3FzYzMhc3FwcWFRQHFwcnBiMiJwcnNyY3FBYzMjY1NCYjIgblRIFcf2dycmWBXIFGRn9agWJ1d2J%2FWn9EgY9naJKSaGaQAtN1YoFcgUZGgVqBaHF3Yn9af0RGf1p%2FYHdnj49naJKRAAABAH8AAATsBbYAFgA9QCEKDg8OTVkHDwYSExJNWQMAExUPEx8TAg8TDxMMARUGDBgAPz8zEjk5Ly9dERI5MisRADMRMysRADMxMAkBMwEzByEHIQchAyMTITchNyE3MwMzAkYB67v96%2Bcc%2FtchASkd%2Ftk5mjj%2B3R0BIiH%2B3R3hyqMCywLr%2FP6FoIX%2B9gEKhaCFAwIAAgId%2FhACqAYUAAMABwAXQAoDAwcEBAcAAAcbAD8%2FETkvETkvMTABMxEjETMRIwIdi4uLiwYU%2FPj%2BDfz3AAAAAAIAO%2F%2F4A%2BUGHQAsADgALUAZGTMCLQ8tNjAzJwYeBx4kR1keFQcMR1kHAAA%2FKwAYPysREgAXOREzETMxMBM0NyY1NDYzMhcHJiMiBhUUFhceAhUUBgcWFRQGIyInNR4BMzI2NTQmJy4BAQ4BFRQWFz4BNTQmru53z7C9hDWUdmZ5THxkYjR6b3LkzLB3OKFMhY5lZopwAVRSamWUUF9jAwLJakaFf55EezxRRTFFOCxPZEBhpjhHdpirPZQiLFlVMFIuPYsBURp7RkZeQCx%2BRDxbAAAAAgHJBQ4D6QXTAAoAFQAMsw4DEwgALzPNMjEwATQ2MzIVFAYjIiYlNDYzMhUUBiMiJgHJOC5OOycjLwFsOC9NOycjLwViLkNQMUQsKC5DUDFELAAAAwCL%2F%2BwGagXLABYAJgA2AC1AGQYMABIPDB8MAgASEBICDBIMEhsrIxMzGwQAPzM%2FMxI5OS8vXV0RMxEzMTABIgYVFBYzMjcVDgEjIiY1NDYzMhcHJgE0EiQzMgQSFRQCBCMiJAI3FBIEMzIkEjU0AiQjIgQCA6B9hYKAUoFCXjnA0ty%2BgnY8avyXyAFeysUBWtDJ%2FqfNz%2F6iw2muAS2srgEqr67%2B17Cu%2FtavBCOumqmhK3ocFO%2Fc0PU8eDX%2BuMgBXsrC%2FqLQzP6nys8BWsat%2FtOtrgEpsK4BKq%2Bu%2FtcAAAACAKoDFAMMBccAEgAeABtADAkDAAcTDAAEHhoAHwA%2FMj8Q1DLEEjk5MTABMhczNzMDIzcjDgEjIiY1ND4BAzI%2BATU0JiMiBhUUAfJyJwYlVotcDgQoZElNY1OWFj1nRTk5XH0Fx2da%2FWd1OEp4an%2FXe%2F20YrFPPkXOjIsAAgBYAHEDqAO%2BAAYADQAhQA4NBwoGAAMKAwUIAQwFAQAvLzMRMxI5OREzMxEzMzEwEwEXARMHAwUBFwETBwNYAYdO%2FtescecBiwFvVv7lnnHXAkgBdlH%2BuP59MQG6DgGVRf6T%2FqIxAY0AAAAAAQB%2FAQgEFwMZAAUACrICBAUALzMvMTABESMRITUEF4z89AMZ%2Fe8Bg44AAP%2F%2FADcB1QI5AnMSBgAQAAAABACL%2F%2BwGagXLAA8AHwAtADUALUAVJSkpBDUqKgwEIycnLi4MHAQEFAwTAD8zPzMSOS8zEjkREjkvMxE5LzMxMBM0EiQzMgQSFRQCBCMiJAI3FBIEMzIkEjU0AiQjIgQCJRQGBxMjAyMRIxEzMhYBMzI1NCYrAYvIAV7KxQFa0Mn%2Bp83P%2FqLDaa4BLayuASqvrv7XsK7%2B1q8Dtl9V45XPcX%2Flo53%2BWlzDX2ZaAtvIAV7Kwv6i0Mz%2Bp8rPAVrGrf7Tra4BKbCuASqvrv7XCE5%2BI%2F5%2FAWD%2BoANwfv7llUw%2BAAABAOMGFAQXBpgAAwAIsQECAC8zMTABITchA%2FT87yEDEwYUhAACANcDXgNGBcsADAAYAAyzEAoWAwAvMy8zMTATNDYzMh4BFRQGIyImNxQWMzI2NTQmIyIG17WCU5FUtYODtHF0UlNyc1JQdgSTgLhTkVSAtbWAUHR1T1J1dQAAAAIAfwAABBcEmAALAA8AIUAOCQEBBgILAgsCDQUNDAUALy8zERI5OS8vETMzETMxMAEhNSERMxEhFSERIwE1IRUCBP57AYWNAYb%2Beo3%2BewOYAoONAYj%2BeI3%2Bff8AjY0AAAEAYAJKAvYFyQAXABK3Cg8fAhYWASAAPzMRMz8zMTABITclPgI1NCYjIgcnNjMyFhUUBg8BIQKR%2Fc8XAQhzVyg%2BO1ppO32VbX1pkd0BiwJKauRkY1cvNUBQWmVxXmOhfbsAAAABAHcCOQL0BckAIgAbQAwiEBAREQYYHR8LBiEAPzM%2FMxI5LzMSOTEwAR4BFRQGIyInNRYzMjU0KwE3MzI2NTQmIyIHJzYzMhYVFAcCJUVOtqJ9bH1yzbJaFl9hdEU7Zl43bZ9ygM8EDBFmRYSTOH9IqolrUkc8PURdWHBftDYAAAECFATZA7oGIQAJAAixBAkAL80xMAE%2BATczFQ4BByMCFDiLJb4mzEtpBPQ8tzoVMcw2AAAB%2F9X%2BFARqBEgAGgAgQBASDA8HFw8KFRYbDwJGWQ8WAD8rABg%2FPz8zEjk5MTABFDMyPgE3EzMDIzcjDgEjIicjDgEDIwEzAwYBJ5NZpoMiaaPpixgMXbRicDMJCxdIpAFQqJQSAQqTduCdAd77uM15aGBOjP6iBjT9SVwAAQDH%2FvwEtgYUAA8AGkALBggIDgUBDgNJWQ4ALysAGC8zEjkvOTEwASMRIxEjEQYjIiY1EDYzIQS2ctVzPlTYy9roAi3%2B%2FAZ9%2BYMDMxL6%2BwEE%2FgD%2F%2FwCqAksBogNaEAcAEQB%2FAmgAAAAB%2F1b%2BFADTAAAAEQAMswgDEA8ALzPMMjEwExQGIyInNRYzMjU0Jic3MwcW06KFKS0mHq5OPGVqPYP%2B7GJ2CWQGbi4rCLZ5JgABAQICSgKPBbYACgAOtQkGAyAAHgA%2FPzk5MTABMwMjEzY3DgEHJwIZdrqHcBkhGTJ4MwW2%2FJQCDmd6GStPWgAAAgCoAxQC6QXHAAwAFwANtBMDDQofAD8zxDIxMAEUBiMiJjU0PgEzMhYnIgYVFBYzMjY1NALpsZhxh1SXY3V%2B9WZ1TEVedQTDv%2FCOfXXFboYfr45VVbGQpgAAAAACABcAcwNoA8EABgANAB9ADQAGAwcNCgoDBQgBDAUALzMvMxI5OREzMxEzMzEwCQEnAQM3EyUBJwEDNxMDaP53TgEprHHp%2FnX%2BkFYBGp5x2QHl%2Fo5SAUMBhzL%2BQQ7%2Bb0YBaAFiMv5u%2F%2F8AewAABVIFthAnANMCYgAAECYAe8oAEQcA1AJm%2FbcACbMDAhIYAD81NQD%2F%2FwBCAAAFpAW2ECYAe5IAECcA0wIpAAARBwB0Aq79twAHsgIQGAA%2FNQAAAP%2F%2FAFcAAAXoBckQJgB14AAQJwDTAvgAABEHANQC%2FP23AAmzAwIqGAA%2FNTUAAAL%2F%2FP5xAvgEWAAZACUAI0ARBhkZECMjHU9ZIxAQCUlZECMAPysAGD8rERIAORgvOTEwAQ4BDwEGFRQWMzI2NxcOASMiJjU0Njc%2BATcTFAYjIiY1NDYzMhYCkRZkc1%2BfZ2BQlEI%2BWsZXqLaEn4RRFu5RRys1UEMvNgKogqRdS3%2BUXWYzH4EwNKeafNB3Ym1kAUpNWzQ0R18zAAAA%2F%2F%2F%2FiwAABBAHcxImACQAABEHAEP%2F2AFSAAq0AhAQBSYAKxE1%2F%2F%2F%2FiwAABE0HcxImACQAABEHAHYAkwFSAAq0AhgYBSYAKxE1%2F%2F%2F%2FiwAABDgHcxImACQAABEHAMUAQgFSAAq0AhUVBSYAKxE1%2F%2F%2F%2FiwAABI8HLxImACQAABEHAMcAYAFSAAq0AhgYBSYAKxE1%2F%2F%2F%2FiwAABCsHJRImACQAABEHAGoAQgFSAAy1AwIiIgUmACsRNTUAAP%2F%2F%2F4sAAAQQBwISJgAkAAARBwDGAAIAgQAZQA8DAu8YAd8YAW8YAQ8YARgAEV1dXV01NQAAAv%2BJAAAG3QW2AA8AEwA8QCAKDUlZCgoBBhMDSVkTEwEGBRIJEgYSSVkGAwEOSVkBEgA%2FKwAYPysRADMYPxESOS8rERIAORgvKzEwKQETIQEjASEHIQMhByEDIQETIwEFqP0fYv5K%2FtvFA6oDqiH9y2QCEBz973MCNv1%2Fk1T%2BTgHR%2Fi8Ftpn%2BK5b95gHVArD9UAAA%2F%2F8Alv4UBQoFyxImACYAABAHAHoCIwAA%2F%2F8AVgAABGoHcxImACgAABEHAEP%2F%2BwFSAAq0AQ0NBSYAKxE1%2F%2F8AVgAABGoHcxImACgAABEHAHYAfQFSAAq0ARUVBSYAKxE1%2F%2F8AVgAABGoHcxImACgAABEHAMUARgFSAAq0ARISBSYAKxE1%2F%2F8AVgAABGoHJRImACgAABEHAGoAQgFSAAy1AgEfHwUmACsRNTUAAP%2F%2FAFYAAAJRB3MSJgAsAAARBwBD%2FsoBUgAKtAEFBQUmACsRNf%2F%2FAFYAAANCB3MSJgAsAAARBwB2%2F4gBUgAKtAENDQUmACsRNf%2F%2FAFYAAAMoB3MSJgAsAAARBwDF%2FzIBUgAKtAEKCgUmACsRNf%2F%2FAFYAAAMpByUSJgAsAAARBwBq%2F0ABUgAMtQIBFxcFJgArETU1AAAAAgBIAAAFFAW2AA0AGwAtQBcaBwgHSVkXCAgFCgoWSlkKAwUbSlkFEgA%2FKwAYPysREgA5GC8zKxEAMzEwARACBCkBEyM3MxMhIAABMiQSNTQmKwEDIQchAwUU0v56%2Fvr%2BoIeVIJaNAVYBFAEf%2FK3KATKjzseybwFKIf62agNt%2Fvv%2BcNgCiZYCl%2F7V%2FAi3AU7X1939%2FJb%2BCv%2F%2FAFQAAAWoBy8SJgAxAAARBwDHAQgBUgAKtAEZGQUmACsRNf%2F%2FAJb%2F7AWDB3MSJgAyAAARBwBDAGgBUgAKtAIdHQUmACsRNf%2F%2FAJb%2F7AWDB3MSJgAyAAARBwB2ASEBUgAKtAIlJQUmACsRNf%2F%2FAJb%2F7AWDB3MSJgAyAAARBwDFANUBUgAKtAIiIgUmACsRNf%2F%2FAJb%2F7AWDBy8SJgAyAAARBwDHAOUBUgAKtAIlJQUmACsRNf%2F%2FAJb%2F7AWDByUSJgAyAAARBwBqAM8BUgAMtQMCLy8FJgArETU1AAAAAQCoATED8AR3AAsAFkAKAwYACQQCCggEAgAvMy8zEhc5MTAJATcJARcJAQcJAScB5%2F7BYgFAAUNj%2FrwBQmH%2Bvf7AYALTAUFj%2FsABQGD%2BvP6%2BYAFA%2FsJgAAMAd%2F%2BsBbYGBAAXACAAKQAjQBMfIx4kBCYYDxhJWQ8EBCZJWQQTAD8rABg%2FKxESABc5MTABEAIEIyInByc3JjUQEiQzMhYXNxcHHgEBIgYCFRQXASYTNCcBFjMyNhIFg7D%2BuNfIhIFwiWrAAU%2FSY59Ig3KVMDL95534iSkC4VrRIf0jW46Y8YwDi%2F7z%2FlfpYKBcqojrAQgBtOw2OaZcuD68AT%2FK%2Fpjah1wDl1j%2BWnZX%2FHFKwwFsAP%2F%2FAKT%2F7AV%2FB3MSJgA4AAARBwBDAFgBUgAKtAEXFwUmACsRNf%2F%2FAKT%2F7AV%2FB3MSJgA4AAARBwB2ASMBUgAKtAEfHwUmACsRNf%2F%2FAKT%2F7AV%2FB3MSJgA4AAARBwDFAMsBUgAKtAEcHAUmACsRNf%2F%2FAKT%2F7AV%2FByUSJgA4AAARBwBqALoBUgAMtQIBKSkFJgArETU1AAD%2F%2FwC8AAAEwwdzEiYAPAAAEQcAdgBUAVIACrQBEhIFJgArETUAAgBWAAAEUgW2AAwAFQAlQBMJFUpZCQkGBw0ESlkNDQYHAwYSAD8%2FEjkvKxESADkYLysxMAEUACEjAyMBMwMzMhYBMzI2NTQmKwEEUv64%2FsGFRqoBNao1oNXd%2FRCH1%2BKMkaYDPfj%2B%2Bv7BBbb%2FAL792bawfm4AAAAAAf8A%2FhQEWAYfAD8ALEAYNhUnAx4MDDlGWQwAHiRGWR4WAAVGWQAbAD8rABg%2FKwAYPysREgAXOTEwAyInNRYzMjY3AT4BMzIWFRQOAQcGFRQXHgIVFAYjIic1HgEzMjY1NC4BJy4BNTQ%2BATc%2BAjU0JiMiBgcBDgGFRTY9MkFUFwEYK%2BLCorQqUYpuXy9sM9m4r10zhz5xiBUuQlhFJT5dUD4iaVl3hhz%2B7iii%2FhQVjxZfbgUiyMaOfTljW2lTRDhCImtxQ6%2FHR6ApM3RlKD44N0VuPDVWR0U4P0MlQEl9gPrpva7%2F%2FwBi%2F%2BwEYAYhEiYARAAAEQYAQ7EAAAq0AiIiESYAKxE1AAD%2F%2FwBi%2F%2BwEYAYhEiYARAAAEQYAdkQAAAq0AioqESYAKxE1AAD%2F%2FwBi%2F%2BwEYAYhEiYARAAAEQYAxfcAAAq0AicnESYAKxE1AAD%2F%2FwBi%2F%2BwEYAXdEiYARAAAEQYAxxIAAAq0AioqESYAKxE1AAD%2F%2FwBi%2F%2BwEYAXTEiYARAAAEQYAav0AAAy1AwI0NBEmACsRNTX%2F%2FwBi%2F%2BwEYAaBEiYARAAAEQYAxtoAAAy1AwIkJBEmACsRNTUAAwBi%2F%2BwGWARcACoAOABCAEJAJBUYAwYEChE8IUZZPDwFFg8FFTkyETJGWRoRECUrCitGWQAKFgA%2FMysRADMYPzMrEQAzGD8%2FEjkvKxESABc5MTAFIiYnByM3Iw4BIyImNTQSNjMyFhczNzMHNjMyFhUUBCEjBxQWMzI2NxUGJTI2EjU0JiMiBgIVFBYBIgYHMzI2NTQmBI1soygfchoIbaVfeoqN8o5SficLQ20fe9F3k%2F6z%2Fs4nBH2DN3t1pPxrX7t3W01jsGRKA9V1vC8O4vVGFE9Qi9GEYcaqzgFmzGFfrJKmiHS2y1CDkyEzlkuLtwEqlmd6rf7epHJzA1a9pnVvPUIAAAD%2F%2FwBi%2FhQDqgRcEiYARgAAEAcAegF9AAD%2F%2FwBi%2F%2BwDtAYhEiYASAAAEQYAQ4IAAAq0AiQkESYAKxE1AAD%2F%2FwBi%2F%2BwD7wYhEiYASAAAEQYAdjUAAAq0AiwsESYAKxE1AAD%2F%2FwBi%2F%2BwDxgYhEiYASAAAEQYAxdAAAAq0AikpESYAKxE1AAD%2F%2FwBi%2F%2BwDvQXTEiYASAAAEQYAatQAAAy1AwI2NhEmACsRNTX%2F%2FwA7AAAB7AYhEiYAwgAAEQcAQ%2F5lAAAACrQBBQURJgArETX%2F%2FwA7AAAC6gYhEiYAwgAAEQcAdv8wAAAACrQBDQ0RJgArETX%2F%2FwA7AAACxAYhEiYAwgAAEQcAxf7OAAAACrQBCgoRJgArETX%2F%2FwA7AAACwQXTEiYAwgAAEQcAav7YAAAADLUCARcXESYAKxE1NQAAAAIAWv%2FsBHEGJQAgAC4ANEAcGQ8WHgAIBQQDHxYoRlkWFg8fDwYDAQ8hRlkPFgA%2FKwAYPzM%2FEjkvKxESABc5ERI5MTABJic3FhclFwceARUUAgQjIiY1NBI2MzIWFzc1NCYnBScTMj4BNTQmIyIOARUUFgKkQlBfdkYBBEDwV0%2BP%2Fvm0ts2H75RpmSMGSUr%2B8jgxa6Zmg3FtoFdzBT86N3VURpJphXP7kP3%2BfMTQuaABFJ5bTwIRiNBdlWz7vXDgcnaKc8%2BAfoL%2F%2FwA7AAAEUAXdEiYAUQAAEQYAxyEAAAq0ASMjESYAKxE1AAD%2F%2FwBi%2F%2FAEHQYhEiYAUgAAEQYAQ5cAAAq0Ah0dESYAKxE1AAD%2F%2FwBi%2F%2FAEHQYhEiYAUgAAEQYAdjkAAAq0AiUlESYAKxE1AAD%2F%2FwBi%2F%2FAEHQYhEiYAUgAAEQYAxe8AAAq0AiIiESYAKxE1AAD%2F%2FwBi%2F%2FAENQXdEiYAUgAAEQYAxwYAAAq0AiUlESYAKxE1AAD%2F%2FwBi%2F%2FAEHQXTEiYAUgAAEQYAaugAAAy1AwIvLxEmACsRNTUAAwB%2FAPwEFwSoAAMADgAZABC1AAEBEQwRAC8vEjkvMzEwEzUhFQE0MzIWFRQGIyImETQzMhYVFAYjIiZ%2FA5j9xG81Ozw0NDtvNTs8NDQ7AouOjv7qeT08Oj8%2BAvV5PTw6Pz4AAAMAPf%2B0BFAEkwAVAB4AJwAwQBsSDwcEBgkiHB0hERQIDwQPFkZZDxAEJEZZBBYAPysAGD8rERIAFzkYEMYQxjEwARQCBiMiJwcnNyY1NBI2MzIXNxcHFiUiBgIVFBcBJhM0JwEWMzI2EgQXi%2FSakmRiaW1Ek%2FSWkmpoaXc%2B%2FnBsr2QRAgY2jA39%2FjllZ6tfAsG9%2Fqq%2BQX1Sh2eiwgFOsESBT4FhaZL%2B%2FpdcLQKFL%2F7lVCP9fy2PAQIAAAD%2F%2FwBx%2F%2BwEXgYhEiYAWAAAEQYAQ5kAAAq0ARoaESYAKxE1AAD%2F%2FwBx%2F%2BwEXgYhEiYAWAAAEQYAdmgAAAq0ASIiESYAKxE1AAD%2F%2FwBx%2F%2BwEXgYhEiYAWAAAEQYAxQoAAAq0AR8fESYAKxE1AAD%2F%2FwBx%2F%2BwEXgXTEiYAWAAAEQYAagAAAAy1AgEsLBEmACsRNTX%2F%2F%2F87%2FhQEEgYhEiYAXAAAEQYAduAAAAq0ASIiESYAKxE1AAAAAv%2FV%2FhQEOQYUABcAJAAnQBQEDQARCQAIGxEYRlkREAAfRlkAFgA%2FKwAYPysAGD8%2FERI5OTEwBSImJyMGBwMjATMCBgczPgEzMhYVFAIGEyIGAhUUFjMyNhI1NAIhYpQnCggRZqYBsKhfKBMJZbBfi56K9CBgx3VvaWOraBRmWGhI%2FhoIAP5HokR9aMOw1P6exQPjvv7gl251ogErqOMA%2F%2F%2F%2FO%2F4UBBIF0xImAFwAABEGAGqGAAAMtQIBLCwRJgArETU1AAEAOwAAAc0ESAADAAqzAg8BFQA%2FPzEwMyMTM%2BOo6qgESAAAAAIAlv%2FsBykFzQAVACEAOUAgEBNJWRAQAQwMD0lZDAMKG0lZCgQDFklZAxIBEgEUSVkrABg%2FPysAGD8rABg%2FKxESADkYLysxMCkBBiMgABEQEiQzMhchByEDIQchAyEFMjcTJiMiBgIVFBYF9P1eTlD%2FAP7iwAFP0phVAsUf%2FctkAhAf%2FfBzAjX8pEU29kxznfiJxBQBKwEOAQgBtOwXmf4rlv3mFRMEiRbK%2Fpjax98AAwBi%2F%2BwGrARcACEALgA4ADtAHgIOBQwyGEZZMjIFDC8iDCJGWREMEBwpBSlGWQAFFgA%2FMysRADMYPzMrEQAzERI5GC8rERIAOTkxMAUgJw4BIyImNTQSNjMgFz4BMzIWFRQEISMHFBYzMjY3FQYBIgYCFRQWMzISETQmJSIGBzMyNjU0JgTj%2FvJWRc17uNiW%2FJsBDllLzXeLnP63%2FtApBHuBS4xQov0Cba5gfG6xyncCiX2%2FLBLn8EAU4Wty5MLBAU6x4W16g3m3ylCDkzEjlksD3ZL%2B%2FpuNkgFBAQt8hgS9pnp0MEUAAAEBjwTZA%2FYGIQAOAAyzAwsGAQAvM80yMTABIyYnBgcjNT4BNzMWHwED9mc5aIZsbZF3F54lWyoE2TCNd0YbhYEnY4hCAAAAAAICJwTZA90GgQALABcAFUALDx8JLwk%2FCQMJFQMALzPMXTIxMAEUBiMiJjU0NjMyFgc0JiMiBhUUFjMyNgPdeGNldnxfZXZoQDMxQjs4M0AFsGN0c2JedXJhNT4%2BNTY9PQAAAAABAVAE2QQvBd0AFQAStgUTC4AQAAkAL8QyGt3GMzEwASIuAiMiBgcjEjMyHgIzMjY3MwIDRihLR0MgLDMWZDqtLE9HPhssMxpkQgTbIysjOToBAiQrJDY%2F%2Fv4AAAEANwHVA5ECdQADAAixAAEALzMxMBM3IQc3IwM3IgHVoKAAAAEANwHVB2gCdQADAAixAAEALzMxMBM3IQc3IwcOIgHVoKAAAAEAewPBAggFtgAGAAmyAAMDAD%2FNMTATJzYTMwIHgQZirH%2BTOAPBFtMBDP6nnAAAAAEAfQPBAgwFtgAHAAmyBQcDAD%2FGMTABFw4BByMSNwIECCiOWIGGRQW2Flv%2FhQEqywAAAAAB%2F5z%2B%2BAErAO4ABgAIsQQAAC%2FNMTAlFwYHIxI3ASMIcZ2Bfk7uF%2Bv0AR7YAAIAewPBA3sFtgAGAA0ADbQABwMKAwA%2FM80yMTABJzYTMwIHISc2EzMCBwH0CFDAf6Ip%2FdEGYqx%2FkzgDwRa1ASr%2BhXoW0wEM%2FqecAAACAH0DwQN%2FBbYABwAPAA20DAUPBwMAPzPGMjEwARcOAQcjEjchFwYDIzYSNwIECCiOWIGGRQItCl60fzl1HAW2Flv%2FhQEqyxbO%2Fu9%2BASVSAAL%2FnP74ApwA7gAGAA0ADLMLDQQAAC%2FNMzIxMCUXBgcjEjchFwYDIxI3ASMIcZ2Bfk4CKwlfsIGMP%2B4X6%2FQBHtgXzf7uATy6AAEAxwHsApED6QALAAixCQMAL80xMBM0NjMyFhUUBiMiJseTfVxelIBZXQKskaxiXI2yYwABAFgAcQItA74ABgAStgYAAwMBBQEALy8SOREzMzEwEwEXARMHA1gBh07%2B16xx5wJCAXxR%2FrL%2BgzEBtAABABcAcwHsA8EABgAStgAGAwMFAQUALy8SOREzMzEwCQEnAQM3EwHs%2FnhNASiscegB8P6DUgFNAX0y%2FksAAAAAAf4ZAAAC8AW2AAMACrMDAwISAD8%2FMTAJASMBAvD7wpkEPQW2%2BkoFtgAAAAACAFwCSgLfBbwACgAQACFADw0HBhABBQUJEBADBx4DIAA%2FPxI5LzMzETMRMxEzMTABIwcjNyE3ATMDMyMSNwYPAQLJgSt%2FK%2F6TFwHhhXl%2F%2FkUVFFrNAxTKymUCQ%2F3NAUJJJHH2AAAAAAEAP%2F%2FsBNcFyQAmAEtAKQsXGBdOWQgYBhwdHE1ZAx0PHR8dAgkDGB0YHRIhIQBMWSEHEg1MWRIZAD8rABg%2FKxESADk5GC8vX15dETMrEQAzETMrEQAzMTABIgYHIQchBgchByEQITI3FQYjIgI9ASM3MzY3IzczEgAzMhYXByYDoIzkSwGqGv5HFQsBfR3%2BlwEpe4V%2Fl9TpqhuaCBaXG59hAUXPWY5GUHEFMcbHhUFjg%2F6LN5M7AQv1DINQVIUBCwEaKzGKTgAAAAABAAAjAAABBdMYAAAKCvIABQAk%2F3EABQA3ACkABQA5ACkABQA6ACkABQA8ABQABQBE%2F64ABQBG%2F4UABQBH%2F4UABQBI%2F4UABQBK%2F8MABQBQ%2F8MABQBR%2F8MABQBS%2F4UABQBT%2F8MABQBU%2F4UABQBV%2F8MABQBW%2F8MABQBY%2F8MABQCC%2F3EABQCD%2F3EABQCE%2F3EABQCF%2F3EABQCG%2F3EABQCH%2F3EABQCfABQABQCi%2F4UABQCj%2F64ABQCk%2F64ABQCl%2F64ABQCm%2F64ABQCn%2F64ABQCo%2F64ABQCp%2F4UABQCq%2F4UABQCr%2F4UABQCs%2F4UABQCt%2F4UABQC0%2F4UABQC1%2F4UABQC2%2F4UABQC3%2F4UABQC4%2F4UABQC6%2F4UABQC7%2F8MABQC8%2F8MABQC9%2F8MABQC%2B%2F8MABQDE%2F4UACgAk%2F3EACgA3ACkACgA5ACkACgA6ACkACgA8ABQACgBE%2F64ACgBG%2F4UACgBH%2F4UACgBI%2F4UACgBK%2F8MACgBQ%2F8MACgBR%2F8MACgBS%2F4UACgBT%2F8MACgBU%2F4UACgBV%2F8MACgBW%2F8MACgBY%2F8MACgCC%2F3EACgCD%2F3EACgCE%2F3EACgCF%2F3EACgCG%2F3EACgCH%2F3EACgCfABQACgCi%2F4UACgCj%2F64ACgCk%2F64ACgCl%2F64ACgCm%2F64ACgCn%2F64ACgCo%2F64ACgCp%2F4UACgCq%2F4UACgCr%2F4UACgCs%2F4UACgCt%2F4UACgC0%2F4UACgC1%2F4UACgC2%2F4UACgC3%2F4UACgC4%2F4UACgC6%2F4UACgC7%2F8MACgC8%2F8MACgC9%2F8MACgC%2B%2F8MACgDE%2F4UACwAtALgADwAm%2F5oADwAq%2F5oADwAy%2F5oADwA0%2F5oADwA3%2F3EADwA4%2F9cADwA5%2F4UADwA6%2F4UADwA8%2F4UADwCJ%2F5oADwCU%2F5oADwCV%2F5oADwCW%2F5oADwCX%2F5oADwCY%2F5oADwCa%2F5oADwCb%2F9cADwCc%2F9cADwCd%2F9cADwCe%2F9cADwCf%2F4UADwDD%2F5oAEAA3%2F64AEQAm%2F5oAEQAq%2F5oAEQAy%2F5oAEQA0%2F5oAEQA3%2F3EAEQA4%2F9cAEQA5%2F4UAEQA6%2F4UAEQA8%2F4UAEQCJ%2F5oAEQCU%2F5oAEQCV%2F5oAEQCW%2F5oAEQCX%2F5oAEQCY%2F5oAEQCa%2F5oAEQCb%2F9cAEQCc%2F9cAEQCd%2F9cAEQCe%2F9cAEQCf%2F4UAEQDD%2F5oAJAAF%2F3EAJAAK%2F3EAJAAm%2F9cAJAAq%2F9cAJAAtAQoAJAAy%2F9cAJAA0%2F9cAJAA3%2F3EAJAA5%2F64AJAA6%2F64AJAA8%2F4UAJACJ%2F9cAJACU%2F9cAJACV%2F9cAJACW%2F9cAJACX%2F9cAJACY%2F9cAJACa%2F9cAJACf%2F4UAJADD%2F9cAJADL%2F3EAJADO%2F3EAJQAP%2F64AJQAR%2F64AJQAk%2F9cAJQA3%2F8MAJQA5%2F%2BwAJQA6%2F%2BwAJQA7%2F9cAJQA8%2F%2BwAJQA9%2F%2BwAJQCC%2F9cAJQCD%2F9cAJQCE%2F9cAJQCF%2F9cAJQCG%2F9cAJQCH%2F9cAJQCf%2F%2BwAJQDM%2F64AJQDP%2F64AJgAm%2F9cAJgAq%2F9cAJgAy%2F9cAJgA0%2F9cAJgCJ%2F9cAJgCU%2F9cAJgCV%2F9cAJgCW%2F9cAJgCX%2F9cAJgCY%2F9cAJgCa%2F9cAJgDD%2F9cAJwAP%2F64AJwAR%2F64AJwAk%2F9cAJwA3%2F8MAJwA5%2F%2BwAJwA6%2F%2BwAJwA7%2F9cAJwA8%2F%2BwAJwA9%2F%2BwAJwCC%2F9cAJwCD%2F9cAJwCE%2F9cAJwCF%2F9cAJwCG%2F9cAJwCH%2F9cAJwCf%2F%2BwAJwDM%2F64AJwDP%2F64AKAAtAHsAKQAP%2F4UAKQAR%2F4UAKQAiACkAKQAk%2F9cAKQCC%2F9cAKQCD%2F9cAKQCE%2F9cAKQCF%2F9cAKQCG%2F9cAKQCH%2F9cAKQDM%2F4UAKQDP%2F4UALgAm%2F9cALgAq%2F9cALgAy%2F9cALgA0%2F9cALgCJ%2F9cALgCU%2F9cALgCV%2F9cALgCW%2F9cALgCX%2F9cALgCY%2F9cALgCa%2F9cALgDD%2F9cALwAF%2F1wALwAK%2F1wALwAm%2F9cALwAq%2F9cALwAy%2F9cALwA0%2F9cALwA3%2F9cALwA4%2F%2BwALwA5%2F9cALwA6%2F9cALwA8%2F8MALwCJ%2F9cALwCU%2F9cALwCV%2F9cALwCW%2F9cALwCX%2F9cALwCY%2F9cALwCa%2F9cALwCb%2F%2BwALwCc%2F%2BwALwCd%2F%2BwALwCe%2F%2BwALwCf%2F8MALwDD%2F9cALwDL%2F1wALwDO%2F1wAMgAP%2F64AMgAR%2F64AMgAk%2F9cAMgA3%2F8MAMgA5%2F%2BwAMgA6%2F%2BwAMgA7%2F9cAMgA8%2F%2BwAMgA9%2F%2BwAMgCC%2F9cAMgCD%2F9cAMgCE%2F9cAMgCF%2F9cAMgCG%2F9cAMgCH%2F9cAMgCf%2F%2BwAMgDM%2F64AMgDP%2F64AMwAP%2FvYAMwAR%2FvYAMwAk%2F5oAMwA7%2F9cAMwA9%2F%2BwAMwCC%2F5oAMwCD%2F5oAMwCE%2F5oAMwCF%2F5oAMwCG%2F5oAMwCH%2F5oAMwDM%2FvYAMwDP%2FvYANAAP%2F64ANAAR%2F64ANAAk%2F9cANAA3%2F8MANAA5%2F%2BwANAA6%2F%2BwANAA7%2F9cANAA8%2F%2BwANAA9%2F%2BwANACC%2F9cANACD%2F9cANACE%2F9cANACF%2F9cANACG%2F9cANACH%2F9cANACf%2F%2BwANADM%2F64ANADP%2F64ANwAP%2F4UANwAQ%2F64ANwAR%2F4UANwAiACkANwAk%2F3EANwAm%2F9cANwAq%2F9cANwAy%2F9cANwA0%2F9cANwA3ACkANwBE%2F1wANwBG%2F3EANwBH%2F3EANwBI%2F3EANwBK%2F3EANwBQ%2F5oANwBR%2F5oANwBS%2F3EANwBT%2F5oANwBU%2F3EANwBV%2F5oANwBW%2F4UANwBY%2F5oANwBZ%2F9cANwBa%2F9cANwBb%2F9cANwBc%2F9cANwBd%2F64ANwCC%2F3EANwCD%2F3EANwCE%2F3EANwCF%2F3EANwCG%2F3EANwCH%2F3EANwCJ%2F9cANwCU%2F9cANwCV%2F9cANwCW%2F9cANwCX%2F9cANwCY%2F9cANwCa%2F9cANwCi%2F3EANwCj%2F1wANwCk%2F1wANwCl%2F1wANwCm%2F1wANwCn%2F1wANwCo%2F1wANwCp%2F3EANwCq%2F3EANwCr%2F3EANwCs%2F3EANwCt%2F3EANwC0%2F3EANwC1%2F3EANwC2%2F3EANwC3%2F3EANwC4%2F3EANwC6%2F3EANwC7%2F5oANwC8%2F5oANwC9%2F5oANwC%2B%2F5oANwC%2F%2F9cANwDD%2F9cANwDE%2F3EANwDI%2F64ANwDJ%2F64ANwDM%2F4UANwDP%2F4UAOAAP%2F9cAOAAR%2F9cAOAAk%2F%2BwAOACC%2F%2BwAOACD%2F%2BwAOACE%2F%2BwAOACF%2F%2BwAOACG%2F%2BwAOACH%2F%2BwAOADM%2F9cAOADP%2F9cAOQAP%2F5oAOQAR%2F5oAOQAiACkAOQAk%2F64AOQAm%2F%2BwAOQAq%2F%2BwAOQAy%2F%2BwAOQA0%2F%2BwAOQBE%2F9cAOQBG%2F9cAOQBH%2F9cAOQBI%2F9cAOQBK%2F%2BwAOQBQ%2F%2BwAOQBR%2F%2BwAOQBS%2F9cAOQBT%2F%2BwAOQBU%2F9cAOQBV%2F%2BwAOQBW%2F%2BwAOQBY%2F%2BwAOQCC%2F64AOQCD%2F64AOQCE%2F64AOQCF%2F64AOQCG%2F64AOQCH%2F64AOQCJ%2F%2BwAOQCU%2F%2BwAOQCV%2F%2BwAOQCW%2F%2BwAOQCX%2F%2BwAOQCY%2F%2BwAOQCa%2F%2BwAOQCi%2F9cAOQCj%2F9cAOQCk%2F9cAOQCl%2F9cAOQCm%2F9cAOQCn%2F9cAOQCo%2F9cAOQCp%2F9cAOQCq%2F9cAOQCr%2F9cAOQCs%2F9cAOQCt%2F9cAOQC0%2F9cAOQC1%2F9cAOQC2%2F9cAOQC3%2F9cAOQC4%2F9cAOQC6%2F9cAOQC7%2F%2BwAOQC8%2F%2BwAOQC9%2F%2BwAOQC%2B%2F%2BwAOQDD%2F%2BwAOQDE%2F9cAOQDM%2F5oAOQDP%2F5oAOgAP%2F5oAOgAR%2F5oAOgAiACkAOgAk%2F64AOgAm%2F%2BwAOgAq%2F%2BwAOgAy%2F%2BwAOgA0%2F%2BwAOgBE%2F9cAOgBG%2F9cAOgBH%2F9cAOgBI%2F9cAOgBK%2F%2BwAOgBQ%2F%2BwAOgBR%2F%2BwAOgBS%2F9cAOgBT%2F%2BwAOgBU%2F9cAOgBV%2F%2BwAOgBW%2F%2BwAOgBY%2F%2BwAOgCC%2F64AOgCD%2F64AOgCE%2F64AOgCF%2F64AOgCG%2F64AOgCH%2F64AOgCJ%2F%2BwAOgCU%2F%2BwAOgCV%2F%2BwAOgCW%2F%2BwAOgCX%2F%2BwAOgCY%2F%2BwAOgCa%2F%2BwAOgCi%2F9cAOgCj%2F9cAOgCk%2F9cAOgCl%2F9cAOgCm%2F9cAOgCn%2F9cAOgCo%2F9cAOgCp%2F9cAOgCq%2F9cAOgCr%2F9cAOgCs%2F9cAOgCt%2F9cAOgC0%2F9cAOgC1%2F9cAOgC2%2F9cAOgC3%2F9cAOgC4%2F9cAOgC6%2F9cAOgC7%2F%2BwAOgC8%2F%2BwAOgC9%2F%2BwAOgC%2B%2F%2BwAOgDD%2F%2BwAOgDE%2F9cAOgDM%2F5oAOgDP%2F5oAOwAm%2F9cAOwAq%2F9cAOwAy%2F9cAOwA0%2F9cAOwCJ%2F9cAOwCU%2F9cAOwCV%2F9cAOwCW%2F9cAOwCX%2F9cAOwCY%2F9cAOwCa%2F9cAOwDD%2F9cAPAAP%2F4UAPAAR%2F4UAPAAiACkAPAAk%2F4UAPAAm%2F9cAPAAq%2F9cAPAAy%2F9cAPAA0%2F9cAPABE%2F5oAPABG%2F5oAPABH%2F5oAPABI%2F5oAPABK%2F9cAPABQ%2F8MAPABR%2F8MAPABS%2F5oAPABT%2F8MAPABU%2F5oAPABV%2F8MAPABW%2F64APABY%2F8MAPABd%2F9cAPACC%2F4UAPACD%2F4UAPACE%2F4UAPACF%2F4UAPACG%2F4UAPACH%2F4UAPACJ%2F9cAPACU%2F9cAPACV%2F9cAPACW%2F9cAPACX%2F9cAPACY%2F9cAPACa%2F9cAPACi%2F5oAPACj%2F5oAPACk%2F5oAPACl%2F5oAPACm%2F5oAPACn%2F5oAPACo%2F5oAPACp%2F5oAPACq%2F5oAPACr%2F5oAPACs%2F5oAPACt%2F5oAPAC0%2F5oAPAC1%2F5oAPAC2%2F5oAPAC3%2F5oAPAC4%2F5oAPAC6%2F5oAPAC7%2F8MAPAC8%2F8MAPAC9%2F8MAPAC%2B%2F8MAPADD%2F9cAPADE%2F5oAPADM%2F4UAPADP%2F4UAPQAm%2F%2BwAPQAq%2F%2BwAPQAy%2F%2BwAPQA0%2F%2BwAPQCJ%2F%2BwAPQCU%2F%2BwAPQCV%2F%2BwAPQCW%2F%2BwAPQCX%2F%2BwAPQCY%2F%2BwAPQCa%2F%2BwAPQDD%2F%2BwAPgAtALgARAAF%2F%2BwARAAK%2F%2BwARADL%2F%2BwARADO%2F%2BwARQAF%2F%2BwARQAK%2F%2BwARQBZ%2F9cARQBa%2F9cARQBb%2F9cARQBc%2F9cARQBd%2F%2BwARQC%2F%2F9cARQDL%2F%2BwARQDO%2F%2BwARgAFACkARgAKACkARgDLACkARgDOACkASAAF%2F%2BwASAAK%2F%2BwASABZ%2F9cASABa%2F9cASABb%2F9cASABc%2F9cASABd%2F%2BwASAC%2F%2F9cASADL%2F%2BwASADO%2F%2BwASQAFAHsASQAKAHsASQDLAHsASQDOAHsASwAF%2F%2BwASwAK%2F%2BwASwDL%2F%2BwASwDO%2F%2BwATgBG%2F9cATgBH%2F9cATgBI%2F9cATgBS%2F9cATgBU%2F9cATgCi%2F9cATgCp%2F9cATgCq%2F9cATgCr%2F9cATgCs%2F9cATgCt%2F9cATgC0%2F9cATgC1%2F9cATgC2%2F9cATgC3%2F9cATgC4%2F9cATgC6%2F9cATgDE%2F9cAUAAF%2F%2BwAUAAK%2F%2BwAUADL%2F%2BwAUADO%2F%2BwAUQAF%2F%2BwAUQAK%2F%2BwAUQDL%2F%2BwAUQDO%2F%2BwAUgAF%2F%2BwAUgAK%2F%2BwAUgBZ%2F9cAUgBa%2F9cAUgBb%2F9cAUgBc%2F9cAUgBd%2F%2BwAUgC%2F%2F9cAUgDL%2F%2BwAUgDO%2F%2BwAUwAF%2F%2BwAUwAK%2F%2BwAUwBZ%2F9cAUwBa%2F9cAUwBb%2F9cAUwBc%2F9cAUwBd%2F%2BwAUwC%2F%2F9cAUwDL%2F%2BwAUwDO%2F%2BwAVQAFAFIAVQAKAFIAVQBE%2F9cAVQBG%2F9cAVQBH%2F9cAVQBI%2F9cAVQBK%2F%2BwAVQBS%2F9cAVQBU%2F9cAVQCi%2F9cAVQCj%2F9cAVQCk%2F9cAVQCl%2F9cAVQCm%2F9cAVQCn%2F9cAVQCo%2F9cAVQCp%2F9cAVQCq%2F9cAVQCr%2F9cAVQCs%2F9cAVQCt%2F9cAVQC0%2F9cAVQC1%2F9cAVQC2%2F9cAVQC3%2F9cAVQC4%2F9cAVQC6%2F9cAVQDE%2F9cAVQDLAFIAVQDOAFIAVwAFACkAVwAKACkAVwDLACkAVwDOACkAWQAFAFIAWQAKAFIAWQAP%2F64AWQAR%2F64AWQAiACkAWQDLAFIAWQDM%2F64AWQDOAFIAWQDP%2F64AWgAFAFIAWgAKAFIAWgAP%2F64AWgAR%2F64AWgAiACkAWgDLAFIAWgDM%2F64AWgDOAFIAWgDP%2F64AWwBG%2F9cAWwBH%2F9cAWwBI%2F9cAWwBS%2F9cAWwBU%2F9cAWwCi%2F9cAWwCp%2F9cAWwCq%2F9cAWwCr%2F9cAWwCs%2F9cAWwCt%2F9cAWwC0%2F9cAWwC1%2F9cAWwC2%2F9cAWwC3%2F9cAWwC4%2F9cAWwC6%2F9cAWwDE%2F9cAXAAFAFIAXAAKAFIAXAAP%2F64AXAAR%2F64AXAAiACkAXADLAFIAXADM%2F64AXADOAFIAXADP%2F64AXgAtALgAggAF%2F3EAggAK%2F3EAggAm%2F9cAggAq%2F9cAggAtAQoAggAy%2F9cAggA0%2F9cAggA3%2F3EAggA5%2F64AggA6%2F64AggA8%2F4UAggCJ%2F9cAggCU%2F9cAggCV%2F9cAggCW%2F9cAggCX%2F9cAggCY%2F9cAggCa%2F9cAggCf%2F4UAggDD%2F9cAggDL%2F3EAggDO%2F3EAgwAF%2F3EAgwAK%2F3EAgwAm%2F9cAgwAq%2F9cAgwAtAQoAgwAy%2F9cAgwA0%2F9cAgwA3%2F3EAgwA5%2F64AgwA6%2F64AgwA8%2F4UAgwCJ%2F9cAgwCU%2F9cAgwCV%2F9cAgwCW%2F9cAgwCX%2F9cAgwCY%2F9cAgwCa%2F9cAgwCf%2F4UAgwDD%2F9cAgwDL%2F3EAgwDO%2F3EAhAAF%2F3EAhAAK%2F3EAhAAm%2F9cAhAAq%2F9cAhAAtAQoAhAAy%2F9cAhAA0%2F9cAhAA3%2F3EAhAA5%2F64AhAA6%2F64AhAA8%2F4UAhACJ%2F9cAhACU%2F9cAhACV%2F9cAhACW%2F9cAhACX%2F9cAhACY%2F9cAhACa%2F9cAhACf%2F4UAhADD%2F9cAhADL%2F3EAhADO%2F3EAhQAF%2F3EAhQAK%2F3EAhQAm%2F9cAhQAq%2F9cAhQAtAQoAhQAy%2F9cAhQA0%2F9cAhQA3%2F3EAhQA5%2F64AhQA6%2F64AhQA8%2F4UAhQCJ%2F9cAhQCU%2F9cAhQCV%2F9cAhQCW%2F9cAhQCX%2F9cAhQCY%2F9cAhQCa%2F9cAhQCf%2F4UAhQDD%2F9cAhQDL%2F3EAhQDO%2F3EAhgAF%2F3EAhgAK%2F3EAhgAm%2F9cAhgAq%2F9cAhgAtAQoAhgAy%2F9cAhgA0%2F9cAhgA3%2F3EAhgA5%2F64AhgA6%2F64AhgA8%2F4UAhgCJ%2F9cAhgCU%2F9cAhgCV%2F9cAhgCW%2F9cAhgCX%2F9cAhgCY%2F9cAhgCa%2F9cAhgCf%2F4UAhgDD%2F9cAhgDL%2F3EAhgDO%2F3EAhwAF%2F3EAhwAK%2F3EAhwAm%2F9cAhwAq%2F9cAhwAtAQoAhwAy%2F9cAhwA0%2F9cAhwA3%2F3EAhwA5%2F64AhwA6%2F64AhwA8%2F4UAhwCJ%2F9cAhwCU%2F9cAhwCV%2F9cAhwCW%2F9cAhwCX%2F9cAhwCY%2F9cAhwCa%2F9cAhwCf%2F4UAhwDD%2F9cAhwDL%2F3EAhwDO%2F3EAiAAtAHsAiQAm%2F9cAiQAq%2F9cAiQAy%2F9cAiQA0%2F9cAiQCJ%2F9cAiQCU%2F9cAiQCV%2F9cAiQCW%2F9cAiQCX%2F9cAiQCY%2F9cAiQCa%2F9cAiQDD%2F9cAigAtAHsAiwAtAHsAjAAtAHsAjQAtAHsAkgAP%2F64AkgAR%2F64AkgAk%2F9cAkgA3%2F8MAkgA5%2F%2BwAkgA6%2F%2BwAkgA7%2F9cAkgA8%2F%2BwAkgA9%2F%2BwAkgCC%2F9cAkgCD%2F9cAkgCE%2F9cAkgCF%2F9cAkgCG%2F9cAkgCH%2F9cAkgCf%2F%2BwAkgDM%2F64AkgDP%2F64AlAAP%2F64AlAAR%2F64AlAAk%2F9cAlAA3%2F8MAlAA5%2F%2BwAlAA6%2F%2BwAlAA7%2F9cAlAA8%2F%2BwAlAA9%2F%2BwAlACC%2F9cAlACD%2F9cAlACE%2F9cAlACF%2F9cAlACG%2F9cAlACH%2F9cAlACf%2F%2BwAlADM%2F64AlADP%2F64AlQAP%2F64AlQAR%2F64AlQAk%2F9cAlQA3%2F8MAlQA5%2F%2BwAlQA6%2F%2BwAlQA7%2F9cAlQA8%2F%2BwAlQA9%2F%2BwAlQCC%2F9cAlQCD%2F9cAlQCE%2F9cAlQCF%2F9cAlQCG%2F9cAlQCH%2F9cAlQCf%2F%2BwAlQDM%2F64AlQDP%2F64AlgAP%2F64AlgAR%2F64AlgAk%2F9cAlgA3%2F8MAlgA5%2F%2BwAlgA6%2F%2BwAlgA7%2F9cAlgA8%2F%2BwAlgA9%2F%2BwAlgCC%2F9cAlgCD%2F9cAlgCE%2F9cAlgCF%2F9cAlgCG%2F9cAlgCH%2F9cAlgCf%2F%2BwAlgDM%2F64AlgDP%2F64AlwAP%2F64AlwAR%2F64AlwAk%2F9cAlwA3%2F8MAlwA5%2F%2BwAlwA6%2F%2BwAlwA7%2F9cAlwA8%2F%2BwAlwA9%2F%2BwAlwCC%2F9cAlwCD%2F9cAlwCE%2F9cAlwCF%2F9cAlwCG%2F9cAlwCH%2F9cAlwCf%2F%2BwAlwDM%2F64AlwDP%2F64AmAAP%2F64AmAAR%2F64AmAAk%2F9cAmAA3%2F8MAmAA5%2F%2BwAmAA6%2F%2BwAmAA7%2F9cAmAA8%2F%2BwAmAA9%2F%2BwAmACC%2F9cAmACD%2F9cAmACE%2F9cAmACF%2F9cAmACG%2F9cAmACH%2F9cAmACf%2F%2BwAmADM%2F64AmADP%2F64AmgAP%2F64AmgAR%2F64AmgAk%2F9cAmgA3%2F8MAmgA5%2F%2BwAmgA6%2F%2BwAmgA7%2F9cAmgA8%2F%2BwAmgA9%2F%2BwAmgCC%2F9cAmgCD%2F9cAmgCE%2F9cAmgCF%2F9cAmgCG%2F9cAmgCH%2F9cAmgCf%2F%2BwAmgDM%2F64AmgDP%2F64AmwAP%2F9cAmwAR%2F9cAmwAk%2F%2BwAmwCC%2F%2BwAmwCD%2F%2BwAmwCE%2F%2BwAmwCF%2F%2BwAmwCG%2F%2BwAmwCH%2F%2BwAmwDM%2F9cAmwDP%2F9cAnAAP%2F9cAnAAR%2F9cAnAAk%2F%2BwAnACC%2F%2BwAnACD%2F%2BwAnACE%2F%2BwAnACF%2F%2BwAnACG%2F%2BwAnACH%2F%2BwAnADM%2F9cAnADP%2F9cAnQAP%2F9cAnQAR%2F9cAnQAk%2F%2BwAnQCC%2F%2BwAnQCD%2F%2BwAnQCE%2F%2BwAnQCF%2F%2BwAnQCG%2F%2BwAnQCH%2F%2BwAnQDM%2F9cAnQDP%2F9cAngAP%2F9cAngAR%2F9cAngAk%2F%2BwAngCC%2F%2BwAngCD%2F%2BwAngCE%2F%2BwAngCF%2F%2BwAngCG%2F%2BwAngCH%2F%2BwAngDM%2F9cAngDP%2F9cAnwAP%2F4UAnwAR%2F4UAnwAiACkAnwAk%2F4UAnwAm%2F9cAnwAq%2F9cAnwAy%2F9cAnwA0%2F9cAnwBE%2F5oAnwBG%2F5oAnwBH%2F5oAnwBI%2F5oAnwBK%2F9cAnwBQ%2F8MAnwBR%2F8MAnwBS%2F5oAnwBT%2F8MAnwBU%2F5oAnwBV%2F8MAnwBW%2F64AnwBY%2F8MAnwBd%2F9cAnwCC%2F4UAnwCD%2F4UAnwCE%2F4UAnwCF%2F4UAnwCG%2F4UAnwCH%2F4UAnwCJ%2F9cAnwCU%2F9cAnwCV%2F9cAnwCW%2F9cAnwCX%2F9cAnwCY%2F9cAnwCa%2F9cAnwCi%2F5oAnwCj%2F5oAnwCk%2F5oAnwCl%2F5oAnwCm%2F5oAnwCn%2F5oAnwCo%2F5oAnwCp%2F5oAnwCq%2F5oAnwCr%2F5oAnwCs%2F5oAnwCt%2F5oAnwC0%2F5oAnwC1%2F5oAnwC2%2F5oAnwC3%2F5oAnwC4%2F5oAnwC6%2F5oAnwC7%2F8MAnwC8%2F8MAnwC9%2F8MAnwC%2B%2F8MAnwDD%2F9cAnwDE%2F5oAnwDM%2F4UAnwDP%2F4UAoAAP%2FvYAoAAR%2FvYAoAAk%2F5oAoAA7%2F9cAoAA9%2F%2BwAoACC%2F5oAoACD%2F5oAoACE%2F5oAoACF%2F5oAoACG%2F5oAoACH%2F5oAoADM%2FvYAoADP%2FvYAogAF%2F%2BwAogAK%2F%2BwAogDL%2F%2BwAogDO%2F%2BwAowAF%2F%2BwAowAK%2F%2BwAowDL%2F%2BwAowDO%2F%2BwApAAF%2F%2BwApAAK%2F%2BwApADL%2F%2BwApADO%2F%2BwApQAF%2F%2BwApQAK%2F%2BwApQDL%2F%2BwApQDO%2F%2BwApgAF%2F%2BwApgAK%2F%2BwApgDL%2F%2BwApgDO%2F%2BwApwAF%2F%2BwApwAK%2F%2BwApwDL%2F%2BwApwDO%2F%2BwAqgAF%2F%2BwAqgAK%2F%2BwAqgBZ%2F9cAqgBa%2F9cAqgBb%2F9cAqgBc%2F9cAqgBd%2F%2BwAqgC%2F%2F9cAqgDL%2F%2BwAqgDO%2F%2BwAqwAF%2F%2BwAqwAK%2F%2BwAqwBZ%2F9cAqwBa%2F9cAqwBb%2F9cAqwBc%2F9cAqwBd%2F%2BwAqwC%2F%2F9cAqwDL%2F%2BwAqwDO%2F%2BwArAAF%2F%2BwArAAK%2F%2BwArABZ%2F9cArABa%2F9cArABb%2F9cArABc%2F9cArABd%2F%2BwArAC%2F%2F9cArADL%2F%2BwArADO%2F%2BwArQAF%2F%2BwArQAK%2F%2BwArQBZ%2F9cArQBa%2F9cArQBb%2F9cArQBc%2F9cArQBd%2F%2BwArQC%2F%2F9cArQDL%2F%2BwArQDO%2F%2BwAsgAF%2F%2BwAsgAK%2F%2BwAsgBZ%2F9cAsgBa%2F9cAsgBb%2F9cAsgBc%2F9cAsgBd%2F%2BwAsgC%2F%2F9cAsgDL%2F%2BwAsgDO%2F%2BwAtAAF%2F%2BwAtAAK%2F%2BwAtABZ%2F9cAtABa%2F9cAtABb%2F9cAtABc%2F9cAtABd%2F%2BwAtAC%2F%2F9cAtADL%2F%2BwAtADO%2F%2BwAtQAF%2F%2BwAtQAK%2F%2BwAtQBZ%2F9cAtQBa%2F9cAtQBb%2F9cAtQBc%2F9cAtQBd%2F%2BwAtQC%2F%2F9cAtQDL%2F%2BwAtQDO%2F%2BwAtgAF%2F%2BwAtgAK%2F%2BwAtgBZ%2F9cAtgBa%2F9cAtgBb%2F9cAtgBc%2F9cAtgBd%2F%2BwAtgC%2F%2F9cAtgDL%2F%2BwAtgDO%2F%2BwAuAAF%2F9cAuAAK%2F9cAuADL%2F9cAuADO%2F9cAugAF%2F%2BwAugAK%2F%2BwAugBZ%2F9cAugBa%2F9cAugBb%2F9cAugBc%2F9cAugBd%2F%2BwAugC%2F%2F9cAugDL%2F%2BwAugDO%2F%2BwAvwAFAFIAvwAKAFIAvwAP%2F64AvwAR%2F64AvwAiACkAvwDLAFIAvwDM%2F64AvwDOAFIAvwDP%2F64AwAAF%2F%2BwAwAAK%2F%2BwAwABZ%2F9cAwABa%2F9cAwABb%2F9cAwABc%2F9cAwABd%2F%2BwAwAC%2F%2F9cAwADL%2F%2BwAwADO%2F%2BwAwQAFAFIAwQAKAFIAwQAP%2F64AwQAR%2F64AwQAiACkAwQDLAFIAwQDM%2F64AwQDOAFIAwQDP%2F64AwwAtAHsAyAA3%2F64AyQA3%2F64AygAk%2F3EAygA3ACkAygA5ACkAygA6ACkAygA8ABQAygBE%2F64AygBG%2F4UAygBH%2F4UAygBI%2F4UAygBK%2F8MAygBQ%2F8MAygBR%2F8MAygBS%2F4UAygBT%2F8MAygBU%2F4UAygBV%2F8MAygBW%2F8MAygBY%2F8MAygCC%2F3EAygCD%2F3EAygCE%2F3EAygCF%2F3EAygCG%2F3EAygCH%2F3EAygCfABQAygCi%2F4UAygCj%2F64AygCk%2F64AygCl%2F64AygCm%2F64AygCn%2F64AygCo%2F64AygCp%2F4UAygCq%2F4UAygCr%2F4UAygCs%2F4UAygCt%2F4UAygC0%2F4UAygC1%2F4UAygC2%2F4UAygC3%2F4UAygC4%2F4UAygC6%2F4UAygC7%2F8MAygC8%2F8MAygC9%2F8MAygC%2B%2F8MAygDE%2F4UAywAk%2F3EAywA3ACkAywA5ACkAywA6ACkAywA8ABQAywBE%2F64AywBG%2F4UAywBH%2F4UAywBI%2F4UAywBK%2F8MAywBQ%2F8MAywBR%2F8MAywBS%2F4UAywBT%2F8MAywBU%2F4UAywBV%2F8MAywBW%2F8MAywBY%2F8MAywCC%2F3EAywCD%2F3EAywCE%2F3EAywCF%2F3EAywCG%2F3EAywCH%2F3EAywCfABQAywCi%2F4UAywCj%2F64AywCk%2F64AywCl%2F64AywCm%2F64AywCn%2F64AywCo%2F64AywCp%2F4UAywCq%2F4UAywCr%2F4UAywCs%2F4UAywCt%2F4UAywC0%2F4UAywC1%2F4UAywC2%2F4UAywC3%2F4UAywC4%2F4UAywC6%2F4UAywC7%2F8MAywC8%2F8MAywC9%2F8MAywC%2B%2F8MAywDE%2F4UAzAAm%2F5oAzAAq%2F5oAzAAy%2F5oAzAA0%2F5oAzAA3%2F3EAzAA4%2F9cAzAA5%2F4UAzAA6%2F4UAzAA8%2F4UAzACJ%2F5oAzACU%2F5oAzACV%2F5oAzACW%2F5oAzACX%2F5oAzACY%2F5oAzACa%2F5oAzACb%2F9cAzACc%2F9cAzACd%2F9cAzACe%2F9cAzACf%2F4UAzADD%2F5oAzQAk%2F3EAzQA3ACkAzQA5ACkAzQA6ACkAzQA8ABQAzQBE%2F64AzQBG%2F4UAzQBH%2F4UAzQBI%2F4UAzQBK%2F8MAzQBQ%2F8MAzQBR%2F8MAzQBS%2F4UAzQBT%2F8MAzQBU%2F4UAzQBV%2F8MAzQBW%2F8MAzQBY%2F8MAzQCC%2F3EAzQCD%2F3EAzQCE%2F3EAzQCF%2F3EAzQCG%2F3EAzQCH%2F3EAzQCfABQAzQCi%2F4UAzQCj%2F64AzQCk%2F64AzQCl%2F64AzQCm%2F64AzQCn%2F64AzQCo%2F64AzQCp%2F4UAzQCq%2F4UAzQCr%2F4UAzQCs%2F4UAzQCt%2F4UAzQC0%2F4UAzQC1%2F4UAzQC2%2F4UAzQC3%2F4UAzQC4%2F4UAzQC6%2F4UAzQC7%2F8MAzQC8%2F8MAzQC9%2F8MAzQC%2B%2F8MAzQDE%2F4UAzwAm%2F5oAzwAq%2F5oAzwAy%2F5oAzwA0%2F5oAzwA3%2F3EAzwA4%2F9cAzwA5%2F4UAzwA6%2F4UAzwA8%2F4UAzwCJ%2F5oAzwCU%2F5oAzwCV%2F5oAzwCW%2F5oAzwCX%2F5oAzwCY%2F5oAzwCa%2F5oAzwCb%2F9cAzwCc%2F9cAzwCd%2F9cAzwCe%2F9cAzwCf%2F4UAzwDD%2F5oAAAAaAT4AAQAAAAAAAAA5AHQAAQAAAAAAAQAJAMIAAQAAAAAAAgAGANoAAQAAAAAAAwAlAS0AAQAAAAAABAAQAXUAAQAAAAAABQAMAaAAAQAAAAAABgAPAc0AAQAAAAAABwBSAoMAAQAAAAAACAAUAwAAAQAAAAAACwAcA08AAQAAAAAADAAuA8oAAQAAAAAADQAuBFcAAQAAAAAADgAqBNwAAwABBAkAAAByAAAAAwABBAkAAQASAK4AAwABBAkAAgAMAMwAAwABBAkAAwBKAOEAAwABBAkABAAgAVMAAwABBAkABQAYAYYAAwABBAkABgAeAa0AAwABBAkABwCkAd0AAwABBAkACAAoAtYAAwABBAkACwA4AxUAAwABBAkADABcA2wAAwABBAkADQBcA%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2FKxESADkYPysxMCkBNwE%2BAjU0JiMiBgcnPgEzMhYVFA4BBwEVIQOP%2FF8kAdewfThjWkaKZXN43nW11k6oyP7JAm60AaafkHtGVWM8T6BhU7qebLrDq%2F74CAAAAAABAB%2F%2F7AQ%2FBcsAKAAtQBcDFxgYF09ZGBgLJiYfTVkmBwsRTVkLGQA%2FKwAYPysREgA5GC8rERIAOTEwARQGBxUeARUUBgQjIic1HgEzMjY1NCEjNzMyNjU0JiMiBgcnPgEzMhYEP8aqf4uI%2Fv%2Bw4aBUy16dsP7qhSVqpM9jWkiVWGh403m3zgSBntQfBxike4XPck%2FXMTWPfdu3lX1PWzM7oVFBsQAAAAAC%2F%2FwAAARCBboACgASAClAFwEFEgVNWQkPEh8SAlASARISAw8HBgMYAD8%2FMxI5L11dMysRADMxMAEjAyMTITcBMwMzIRM2NyMGBwEEF8lE5UX9kiUDI%2F7Jyf5RRB9FCDNU%2FloBPf7DAT3FA7j8SAE1iPFWZP4MAAABADX%2F7ARYBbYAGwAmQBQAEk9ZAAAHFhYZTlkWBgcMTVkHGQA%2FKwAYPysREgA5GC8rMTABMhYVFAYEIyInNRYzMjY1NCYjIgcnEyEHIQM2AmK114z%2B9L7WjaevrcJ8fl%2BCWMgCyS3%2BBmpdA4vPtqH0hU%2FZZKaTaX8jRALE0f6UEgAAAAACAG%2F%2F7ARtBcsAGQAoAC1AFw0XEBAgT1kQEBcFBQpNWQUHFxpNWRcZAD8rABg%2FKxESADkYLysREgA5MTATNBoBJDMyFwcmIyIAAzM2MzIWFRQCBiMiJgUyPgE1NCMiDgMXFBZvedEBJcR1VitIbc3%2B%2BEEGfcmcr4nqmcLRAaNRfESyM1lFMB4CYwG%2BzQGSARySGcIW%2Fv3%2B%2BarGraL%2B6o%2FwLmGsZsgmOkddQ26GAAAAAAEAfQAABJwFtgAGABhACwAYBQIDAwJOWQMGAD8rERIAORg%2FMTAzASE3IQcBfQLy%2FV4rA6Qh%2FQoE6c2o%2BvIAAAADAEz%2F7AReBc0AFwAjAC8AKUAUBhIYGCoqDQAAJE9ZAAcNHk9ZDRkAPysAGD8rERIAORgvMxI5OTEwATIWFRQGBx4BFRQOASMiJjUQJS4BNTQ2Ew4BFRQWMzI2NTQmEyIGFRQWFz4BNTQmAtuz0J6peGl75J3L5QFwW0%2F%2BQpWGdmNzi2EaXXJOQXN9YAXNspaEw0JOr3J5v2nIqAEph0aWV7Pb%2FNM2kWhdcIBnW4UCqXBcU2wnK3xfUVsAAAIAXP%2FsBDcFywAZACYALUAXDhAXECFPWRAQBRcXGk1ZFwcFCk1ZBRkAPysAGD8rERIAORgvKxESADkxMAEUCgEEIyInNRYzMjYTIwYjIiY1NBI2MzIWJSIOARUUFjMyNjU0JgQ3dL3%2B%2BbOFa3lzvOw7BnHApbWG75vAzf5hUn9EXFh1omAD%2Bs3%2BXf7phyDPK%2FYBCqDMupwBCo%2FvLF6mYGluvJJsgQAAAAIAIf%2FjAfoEagALABcAF0AMAwlRWQMQFQ9RWRUWAD8rABg%2FKzEwEzQ2MzIWFRQGIyImAzQ2MzIWFRQGIyImzV5UOENhTUI9rF5UOENfTUI%2FA7RTYz89T2ZH%2FN5TYz89TmdHAAAC%2F5z%2B%2BAH6BGoABgASABVACQRABgoQUVkKEAA%2FKwAYLxrOMTAlFwIHIzYbATQ2MzIWFRQGIyImAU4IfY2wX2drXlQ4Q2FNQj3uF%2F7829YBIALGU2M%2FPU9mRwAAAAEAcwDdBBsE7AAGAAixAAMAL8YxMCUBNQEVCQEEG%2FxYA6j9RwK53QGueQHow%2F6o%2FtEAAAACAHUBrgQdA%2FIAAwAHAB9AEQQFUlkEAQEAUlkPAQGQAQEBAC9dXSsAGBDGKzEwEzUhFQE1IRV1A6j8WAOoAz%2Bzs%2F5vtLQAAAABAHMA3QQbBOwABgAIsQYDAC%2FGMTATCQE1ARUBcwK2%2FUoDqPxYAaIBLwFYw%2F4Yef5SAAAAAgCi%2F%2BUDwwXLABkAJQAlQBIHEAAAIxAjHVFZIxYQCk1ZEAQAPysAGD8rERIAORgvEjkxMAE%2BATc%2BAjU0JiMiBgcnNjMyFhUUBgcOAQcBNDYzMhYVFAYjIiYBBBJre2tPJVVRTZJOTs%2FLq8R%2FqGhcD%2F7ZXlQ4Q2JMQj0BvIWvWk1QUTBGWDclsHGrnXjDd0p2Vf6iU2M%2FPU9kRQAAAgBk%2F0YGqgW0ADgARAAsQBQHCjkRESg1BAoaPz8KCi0hNQMoLQAvMz8zEjkvMxEzETMREjkvMxI5MTABFAIGIyImJyMGIyImNTQSNjMyHgEXAwYVFDMyPgE1NCQjIgQCFRAAMzI3FQYjIiQCNRASJCEyBBIFIg4BFRQzMjY%2FASYGqnfWhGJpDAZlsHuFh%2FGPNFVKXGUeT0h8R%2F7%2F69b%2Bqr8BGfvI5tvr0v7GqfUBuQERyAEkm%2F0zVpFScFJ3KUA1A06w%2FtumXEqmnYyXAQGVChAf%2FnhyLVyF2Hrk78f%2BlOD%2B%2Ff7kVptapwE40QEOAbb6lf7odmu1Z52QlPAQAAAAAAL%2FhwAABE4FuAAHAA4AGkANDgFMWQ4OBAcDEgsEAwA%2FMz8zEjkvKzEwASEDIwEhEyMDAiY1BgcDAzv%2BG9H%2BAw8BEqbqOSgLN1esAZb%2BagW4%2BkgCZgGgrzSLqP6wAAAAAAMARgAABMsFtgAPABcAIAAtQBcGIBAQIEtZEBAODw8XTFkPAw4YTFkOEgA%2FKwAYPysREgA5GC8rERIAOTEwATIWFRQGBxUeARUUBCkBARMzMjY1NCsBAzMyNjU0JisBAwre462ZbHf%2B1P71%2FhUBNW7Hi5jftePfk6d4dMgFtqikksIeCByXbNn4Bbb9pHlvrPvbiH5iZwAAAQCH%2F%2BwFIQXLABgAF0AMEwBMWRMEDAdMWQwTAD8rABg%2FKzEwASIGAhUUFjMyNxUGIyIAERASJDMyFwcuAQOcmvKRpaGNvLTC%2BP7n0wFg4tmsXj%2BOBP6y%2FqvMtL9EzUMBKQEMAQQBvuhcwyIwAAAAAAIARgAABR8FtgAJABMAF0AMBhJMWQYDBRNMWQUSAD8rABg%2FKzEwARACBCkBASEgAAEyJBI1NCYrAQMFH8j%2Bgv7%2B%2Fm8BNQFxAQ8BJPzEsQEIjbCokuMDff7x%2FmzaBbb%2B3vw1rAE4yLjB%2B9sAAAEARgAABIMFtgALACZAFAYJTFkGBgECAgVMWQIDAQpMWQESAD8rABg%2FKxESADkYLysxMCkBASEHIQMhByEDIQNO%2FPgBNQMIK%2F3lVAH2Kf4IYAIbBbbN%2FnXL%2FjgAAQBGAAAEgQW2AAkAHUAPBglMWQYGAgESAgVMWQIDAD8rABg%2FEjkvKzEwISMBIQchAyEHIQEz7QE1AwYr%2FedgAfYt%2FgwFts3%2BOssAAAEAh%2F%2FsBVwFywAdACZAFAAdTFkAAAUMDBJMWQwEBRlMWQUTAD8rABg%2FKxESADkYLysxMAEhAw4BIyAAERASJDMyFhcHJiMiBAIVFBYzMjcTIQMSAgCdcNWE%2Fvv%2B4M0Bd%2B9vzGdarqCe%2Fv6VsqRtalD%2B6wMZ%2FSAoJQEkAQsBCAG28ikxy1a1%2FrHNt7whAXMAAAEARgAABYsFtgALABpADQgDTFkICAUKBgMBBRIAPzM%2FMxI5LysxMCEjEyEDIwEzAyETMwRW7oz9yovtATXtfwI2f%2B0Ck%2F1tBbb9qgJWAAAAAQBGAAACaAW2AAMACrMBAwASAD8%2FMTAzATMBRgE36%2F7JBbb6SgAAAAH%2Bvv5oAnMFtgAMABG3CAMABUxZACMAPysAGD8xMAMiJzcWMzI3ATMBDgGYaEIFVEXJNQEr7v7PLuf%2BaBnJFfoFh%2Fpa2c8AAAEARgAABWYFtgAMABVACQgCBQoGAwEFEgA%2FMz8zEjk5MTApAQMHAyMBMwM3ASEBBD%2F%2B%2BvyVde0BNe2XjQHsARz9mAKPZP3VBbb9PqYCHP1jAAAAAAEARgAAA3kFtgAFABG3AQMAA0xZABIAPysAGD8xMDMBMwEhB0YBNe3%2B9gIbKwW2%2BxfNAAABAEQAAAblBbYAEwAbQAwRAgIJBgsHAwAOBhIAPzMzPzMSOTkRMzEwIQMjBgcDIwEhEzMBIQEjEzY3IwECh3MGCS642wE1AUNtBgJeAVj%2Bz%2BO2Jy8G%2FX0Evnbe%2FJYFtvuDBH36SgNoupz7QgABAEQAAAXdBbYAEQAVQAkDCwgQCQMBCBIAPzM%2FMxI5OTEwKQEBIwcOAQMjASEBMzYSNxMzBKj%2B%2FP5mBgoYF6zbATUBDAGPBwYyD6DbBItFlX%2F8zgW2%2B4M2ARVBAvEAAAACAIf%2F7AWNBc0ADQAbABdADAsOTFkLBAQVTFkEEwA%2FKwAYPysxMAEQAgQjIAAREBIkMzIAJSIGAhUUFjMyNhI1NCYFjb7%2Bs9z%2B%2Ff7kxQFW2fsBF%2F3biuB%2Fo5KK3XueA5r%2B6f5M4wErAQgBCwG56v7WXcD%2Bq8qtvL8BU86qvgAAAAIARgAABJYFtgAIABMAHUAPDQBMWQ0NEA8SEAhMWRADAD8rABg%2FEjkvKzEwATMyNjU0JisBBRQAISMDIwEhMhYB0V6yw3V5dwJX%2Fq3%2B0W5z7QE1AU7l6ALsn5JtZMn4%2Fvb93QW2yQAAAgCH%2FqQFjQXNABAAHgAjQBEFBw4RTFkOBAMYBwcYTFkHEwA%2FKxESADkYPysAGBDGMTABEAAHASEDIyAAERASJDMyACUiBgIVFBYzMjYSNTQmBY3%2B%2FOEBCP7fyh%2F%2B%2Ff7kxQFW2fsBF%2F3biuB%2Fo5KK3XueA5r%2Bvv4eW%2F6JAUgBKwEIAQsBuer%2B1l3A%2FqvKrby8AVPRqr4AAAACAEYAAASaBbYADQAWACZAEwoADg4AS1kODgMMAhIDFkxZAwMAPysAGD8zEjkvKxESADkxMAEDIwEhMhYVFAYHEyEDJzMyNjU0JisBAa577QE1AVLf7q2r%2Bf78z497qqh2fHcCSP24Bba9xKXjNP2HAkjGloNpXAABACf%2F7AQ7BcsAJAAgQBALHgMWFhtMWRYEAwhMWQMTAD8rABg%2FKxESADk5MTABFAQjIic1FjMyNjU0JicuAjU0PgEzMhcHJiMiBhUUHgEXHgEDov7f%2FtKKrbGJnlKDaWQ1e%2BGNzbBWoYZthB4%2FZ5t2AazS7kvgYXVoRWtTQ26DT4DGbFy%2FTnVeL0c9QWG1AAABALAAAATDBbYABwAWQAoBEgcDBANMWQQDAD8rEQAzGD8xMCEjASE3IQchAhDtAQj%2BhS0D5iv%2BgwTpzc0AAAAAAQCY%2F%2BwFiwW2ABUAFEAJFQoDBBFMWQQTAD8rABg%2FMzEwAQMCACMiJjU0NxMzAwYVFBYzMjY3EwWLyjj%2B0PvZ7RTB7cAVd3mRqifHBbb8RP71%2Fv3Ux1NXA4X8d1hGZnGhtQOoAAEAugAABUgFtgAMABC2DAYDBwMGEgA%2FPzMSOTEwJTY3ATMBIQMzExYXBwH6RkMBx%2F79BP7%2BkOhKCQIB%2BLKDA4n6SgW2%2FHdngkwAAAABAMsAAAe0BbYAHAAbQAwXDgUOCRsSCgMBCRIAPzM%2FMzMSOTkRMzEwKQEDJzcjBgcBIQMzExQHMzY3ATMTFwczPgE3ATMFJf7%2BJQYEBi9G%2Fn%2F%2FADXlEw0GUzsBg%2BEfAwMIHFQTAWb2A0q5apCT%2FLYFtvyuiNLdhgNJ%2FLmpvFjbKwNOAAAB%2F5EAAAUlBbYACwAVQAkCCAQJBgMBBBIAPzM%2FMxI5OTEwKQEDASEBAzMTASEBBBD%2FAMD%2BSv73Akr69rIBkgEK%2FdkCUP2wAwICtP3kAhz9OgAAAAABALoAAAUABbYACAAQtgAFAQcDBRIAPz8zEjkxMAkBIQEDIxMDMwJGAbABCv2Rcu537vIDGQKd%2FG%2F92wIpA40AAf%2FZAAAEogW2AAkAIEAQBwQFBExZBQMCCAEITFkBEgA%2FKxEAMxg%2FKxEAMzEwKQE3ASE3IQcBIQOF%2FFQhA1L9qisDgSP8rAKFqAQ%2Fz6z7wwAB%2F%2BX%2BvAMQBbYABwAOtQUCAwYBJwA%2FMz8zMTABIQEhByMBMwGT%2FlIBfQGuJ93%2B0d3%2BvAb6sPpnAAEA3QAAAocFtgADAAqzAwMCEgA%2FPzEwARMjAwGs29HZBbb6SgW2AAAB%2F3H%2BvAKaBbYABwAOtQMEAwAHJwA%2FMz8zMTAHMwEjNyEBIWrbATHdJwGu%2FoP%2BVJMFmbD5BgAAAAEAJQIZBBQFvgAGAA60BQIABAIALy8zEjkxMBMBMwEjAwElAmB%2FARC4vP5OAhkDpfxbArL9TgAAAf9E%2FrwCk%2F9IAAMACLEBAgAvMzEwASE3IQJ1%2FM8eAzH%2BvIwAAQIdBNkDlgYhAAgACrIGgAEALxrNMTABIy4BJzUzFhcDlpBBhiL1L1UE2T%2BxQxWalQAAAAIAXv%2FsBH8EZgASACAAJ0AUCxEABwwPBxpGWQcQDxUAE0ZZABYAPysAGD8%2FKwAYPxESOTkxMAUiJjU0EjYzMhYXMzczAyM3IwYnMjYSNTQmIyIGAhUUFgGPjaSL9JJhjCcKPrTsthUGnmlSnmZeTFWWWlEUy7jKAWDNW1ee%2B66wxL6bAQSaWGua%2FveOZmUAAAIAL%2F%2FsBFAGFAAWACMAJ0AUBAwAEAcABhUQF0ZZEBAAHkZZABYAPysAGD8rABg%2FPxESOTkxMAUiJicjByMBMwMOAQczPgEzMhYVFAIGAyIGAhUUFjMyNhI1NAJCYo0oCkCyAUrrRw0yDwhallaRoovyDFGiY11VVZRWFFpWnAYU%2FrM%2Fuy9xV8%2B2yv6dyAO6oP77jGBrnQEHj8kAAAEAXv%2FsA80EZgAXABdADAcMRlkHEAASRlkAFgA%2FKwAYPysxMAUiJjU0EiQzMhcHJiMiAhUUFjMyNjcVBgH6xNiTAQqppIVGemOWyHBjSoFBjBTUxc8BU789uDX%2BzeJveCwgw0cAAAAAAgBe%2F%2BwE3QYUABQAIQAuQBgDCw4ABgAAHEZZABAJCkhZCRUOFUZZDhYAPysAGD8rABg%2FKwAYPxESOTkxMAEyFzM2NxMzASM3Iw4BIyImNTQSNhMyNhI1NCYjIgYCFRQCb7NZCA0YTOn%2BtrgTB1ikXI%2Bij%2FAMUqFhV1lVlFgEZrKSaAFm%2BeywalrLus0BZMT8RKQBCIdbbpr%2B9IvLAAAAAAIAXv%2FsA%2FoEZgAJACMAJkAUAxhIWQMDChERAEhZERAKHUdZChYAPysAGD8rERIAORgvKzEwASIGBzMyNjU0JgMiJjU0EiQzMhYVFAQhIwcVFBYzMjY3FQ4BAphgqSUdvNRA18XdmwEJpKGz%2FrP%2BzCsCcXBIjmFgoQOyrI1rYjM5%2FDrex8YBVbqRhbbNHx1vfiYuuywlAAAAAf8f%2FhQDrgYfAB4AKUAWDxRGWQ8ACBsLGBgbSFkYDwAFRlkAGwA%2FKwAYPysRADMRMxg%2FKzEwAyInNRYzMjcTIz8CPgEzMhcHJiMiBg8BMwcjAw4BTFo7QDKGK9mzFcIVLLWmc2A9Sj5FUxYS5SXl3yi2%2FhQXvhTNA%2F5qTFzGpyuwHFZiVrL7472yAAAD%2F4f%2BFAR3BGYAJwA0AEEASEAoGygoDkZZBzxKWQQgCQMHJSgHKAcVJScCSFknDyU1SVklEBUuSVkVGwA%2FKwAYPysAGD8rERIAOTkYLy8REhc5KysRADMxMAEPARYVFAYjIicGFRQWHwEeARUUBCEiJjU0NjcmNTQ2NyY1NDYzMhcBDgEVFBYzMjY1NCYnEyIOARUUFjMyPgE1NAR3H8Ac7sg0KG8%2FPH%2BwmP7S%2FurL34uaTF1kh%2FXJUFD%2BTHB4b3KjuFpxhUFiNkdCQV81BFKJITpPweMIKEAmHAgQFoN6xNaWg2eWNC1SRWUvUavE8BT7wBJqTkFNbGUzOgwDxU2FT0dNTohRjgABAC8AAARKBhQAGgAcQA4QChQUBUZZFBALAAAKFQA%2FMz8%2FKxESADkxMCETNjU0IyIGBwMjATMDBg8BMz4BMzIWFRQHAwK%2BjhKBcMMtYuwBSus5Gy4TCFSpXYiRF4sCoFolh%2FrZ%2Fi0GFP76fqdLal6bkExi%2FXMAAAACAC8AAAJWBfoACwAPACVAGgkfAy8DAl8DbwN%2FA58DrwPfA%2B8DBwMODw0VAD8%2FL11xzTEwATQ2MzIWFRQGIyImAyMTMwFKTkc1QlBBNUYv7OzrBWJEVDU2R1I0%2BtYEUgAC%2Fvr%2BFAJWBfoADAAYADBAIBZADxAfEC8QTxBfEI8QnxDPEN8QCQ4DEAgPAAVGWQAbAD8rABg%2FL19eXRrNMTADIic1FjMyNwEzAQ4BATQ2MzIWFRQGIyImcVo7QDWDJwEE6f72JrMBKUxHNkFQQTVE%2FhQXvhS6BMP7IbWqB05EVDU2R1IzAAAAAQAvAAAEhwYUAA4AGUANAg0FBgQICQAADwQIFQA%2FMz8%2FERc5MTABIQkBIQMHAyMBMwIGBzMDdwEQ%2Fh0BI%2F760YhN7AFK64cxIwQEUv4b%2FZMB12D%2BiQYU%2FY3NfAABAC8AAAJkBhQAAwAKswIAARUAPz8xMCEjATMBGeoBSusGFAABAC8AAAauBGYAJgAlQBIDJAAXDSEVEhwAHEZZBgAQIg8APz8yKxEAMxg%2FMzMSOTkxMAEyFzM%2BATMyFhUUBwMjEzY1NCMiBgcDIxM2NTQjIgYHAyMTMwczNgMn3CIIS79nhYsWjOuPE3lsuytl648RdW67LWLs7LgVCZQEZut0d5mLQHX9cwKgXyaB%2BM3%2BHwKgUi2H%2FtP%2BKwRSzeEAAAAAAQAvAAAESgRmABgAHEAODgsSEgVGWRIQDA8ACxUAPzM%2FPysREgA5MTAhEzY1NCMiDgEHAyMTMwczPgEzMhYVFAcDAr6OEoFIjHAcYuzsuBUJU7BnhpMXiQKgWimDcteI%2FisEUs12a5iMRXD9cwAAAAIAXv%2FuBDcEZAANABsAF0AMGQNGWRkQEgpGWRIWAD8rABg%2FKzEwATQmIyIOARUUFjMyPgE3FAIGIyImNTQSJDMyFgNKYltdk1FjYVqQUO2S%2F6bA4o8BAqnD3AK%2Ba3mP9Ytvdoj1icr%2BtbHlxccBTLnoAAAAAv%2FJ%2FhQEUARmABMAIAAmQBQDCgANDRRGWQ0QCA8HGwAbRlkAFgA%2FKwAYPz8%2FKxESADk5MTAFIicjBgcDIwEzBzM2MzIWFRQCBgMiBgIVFBYzMjYSNTQCQrVYCgcSYOkBUrgVCZ27j6KM8QxRoGVdVVWUVhSwYVj%2BMQY%2BvNDOt8z%2BncYDup%2F%2B%2Boxga50BB4%2FJAAAAAAIAXv4UBH8EZgAVACIAJ0AUDAMPAAQPBxsAHUZZABAPFkZZDxYAPysAGD8rABg%2FPxESOTkxMAEyFzM3MwEjEz4BNyMOASMiJjU0EjYTMjYSNTQmIyIGAhUUAnG3WwpAsv6s6UsMPwcIVKBai6CS7w1QnmFbUVaUWQRmsp75wgFdOPgRbFrNttABZsH8RKIBCIlea5v%2B%2BI7LAAAAAAEALwAAA4kEZgAQABRACQUNCgAQChULDwA%2FPz8ROTIxMAEyFwcmIyIGBwMjEzMHMz4BAx0%2BLjM2MH7GJ2rs7LgVCVOmBGYM2w7it%2F4MBFLNeGkAAAEADv%2FsA3EEZgAiACBAEAscAxQUGUdZFBADCEhZAxYAPysAGD8rERIAOTkxMAEUBiMiJzUWMzI2NTQmJy4BNTQ2MzIXByYjIgYVFBYXHgIDDuzSvoSZn2F4RWt9Z9a2xJZMjH5JW0JmaVguAVStu0PLWlBFM0k9Q4tfm7BUsExCOy1GNztUYwABAFz%2F7AMlBUgAGQAnQBMPEUALFA4RERRIWREPBgBGWQYWAD8rABg%2FKxEAMxEzGhgQzTEwJTI3FQ4BIyA1NDcTIz8CMwchByEDBhUUFgHHRFMjeDz%2B7hB5ohW%2BgZI0ARcn%2Fut6DTKqH7IRGvc5SgI6blLo9rL9xDclKzMAAQBv%2F%2BwEhwRSABkAG0ANDxIKGQ8NFRIFRlkSFgA%2FKwAYPz8zEjkxMAEDBhUUMzI%2BATcTMwMjNyMOASMiJjU0NjcTAfqBH39Ijm4eY%2BnpuRUIUrJnhpIYDHsEUv2ejTSFctOOAdX7rs10bZiOP3s%2BAkgAAAABAGQAAARQBFIADAAOtQUKAQ8AFQA%2FPzMyMTAzAzMTFhUzPgE3ATMB54PoNw4HHFQXATf6%2FaoEUv2qn4pKtikCVvuuAAEAeQAABl4EUgAbAB1ADRQMAwwHEBAZCA8ABxUAPzM%2FMzMREjk5ETMxMCEDJzcOAQEhAzMTBgczNjcBMxMXBzM%2BAhMzAQNMEwEDGTX%2Bwf76L90NAgkGQisBFv4TAQMGEVAv5PT9%2BgJzRsg%2Bfv07BFL9eleesGACa%2F2kNeoy2W4CAvuuAAH%2FqgAABFQEUgALABVACQAGAgcEDwsCFQA%2FMz8zEjk5MTAJASEBAzMTASEBEyMB6f7P%2FvIB2%2Bf1kAEfARL%2BM%2Fj2AYP%2BfQI5Ahn%2BiwF1%2Fdv90wAAAAH%2FVv4UBFIEUgAXABhACwUOCQAPDhNGWQ4bAD8rABg%2FMxI5MTATMxMeARUzNjcBMwEOASMiJzUWMzI2PwFk6D8JDgZWMQEl%2Fv1QWtSPTENLMkp4QDMEUv3tPuFF12ICPvsApZkTvBBXcFwAAAH%2F2QAAA6IEUgAJACRAEgcEBQUESFkFDwIIAQEISFkBFQA%2FKxESADkYPysREgA5MTApATcBITchBwEhAs%2F9Ch0Ce%2F5JJwLBJf2RAeaTAw2yqv0KAAEACP68A0oFtgAnACBAEBsJCa8KvwoCCgoTJicUEwMAPzMvMxI5L10zEjkxMAEgNTQ%2FATY1NCM3MjY3Ez4COwEHIgYHAw4BBxUWFRQPAQYVFBYzFQHJ%2FsQRLQ7RJ3iPFjscWpZ7PClgVxJGGH50oBArC0FN%2FrzsPUjJQSGNu1VlAROGhzy4RFL%2By2x9EQYtqiZTwjAaMy%2B5AAAAAAEB8v4fAqQGEAADAAmyAAADAC8%2FMTABMxEjAfKysgYQ%2BA8AAAH%2FqP68AtEFtgAmACBAEBoKCq8JvwkCCQkmExIlJgMAPzMvMxI5L10zEjkxMAEgFRQPAQYVFDMHIgYHAw4BKwE1PgE3Ez4BNzUmNTQ%2FATY1NCYjNwEOAT4RLQ7RJ3mOFj8is7Qdal0SRhh%2BdJ4RKwpWTiMFtus9SMtBIY66VGT%2BzqWGtwJFUAE1bXoRBjCnN0LFLB46KLgAAQBvAjsEKwNoABcAH0AODwYDEhIMUlkSBgBSWQYALysAGC8rABAYxBDGMTABIgYHNTYzMhYXHgEzMjY3FQYjIiYnLgEBWDN6PGSVQG1cRloxMn06Z5M%2Fek1MVwK0Pju%2FbBgnHhk%2BOr5vISEgFwAAAAL%2F0%2F6LAgoEXgADAA8AF0AKAAANAw0HUVkNEAA%2FKwAYLxI5LzEwEzMDIQEUBiMiJjU0NjMyFt2upv7uAjdeUDtEYk5BPAKF%2FAYFVlBkPzxSZEcAAAEAw%2F%2FsBDEFywAeACRAEgIeHhhNWR4BGQkMDBFPWQwKBgA%2FzSsRADMYP8UrEQAzMTAFIzcuATU0EjY%2FATMHFhcHJiMiDgEVFBYzMjY3FQYHAkKcLYSMf%2BWTI5wlfGFFfWFjollwY0qBQYWgFNUiyZ6%2BAULHFqSkDC25NY%2F2j294KyDCRQUAAAAB%2F%2B4AAAS4BcsAHAAxQBkLFxgXT1kIGBgSAAAFTVkABxMPEg9OWRIYAD8rEQAzGD8rERIAORgvMysRADMxMAEyFwcmIyIHAyEHIQcOAQchByE3Nj8BIzczEz4BA1i8pFiPc7kqOQFNIv6wIRVfUwKyLfw0JsgyI8QkxT0m5gXLVrdKzf7qrJhihirPwS3npKwBK7nCAAAAAAIAjQEOBBkEmAAbACcAGEANCQwQExcaAgUIHxUlBwAvM8QyFzkxMBM0Nyc3FzYzMhc3FwcWFRQHFwcnBiMiJwcnNyY3FBYzMjY1NCYjIgbRPYF3f2ZpbGN%2FeYE9PX93f19weFd%2FdX89qH1cW4KCW1x9AtNuX4F3fz0%2FgXWBY2xyX313fzs7fXd9X3BbfnxdXX6AAAABAGoAAAT6BbYAFgA9QCEKDg8OUFkHDwYSExJQWQMAExUPEx8TAg8TDxMMARUGDBgAPz8zEjk5Ly9dERI5MisRADMRMysRADMxMAkBMwEzByEHIQchByM3ITchNyE3MwMzAlIBsPj9%2Btkj%2Fu4fARIh%2FvA13TP%2B7yEBER7%2B8CPTx%2BgDGQKd%2FQiblJv09JuUmwL4AAAAAgHy%2Fh8CpAYQAAMABwATtwMEAwQHAAAHAC8%2FETk5Ly8xMAEzESMRMxEjAfKysrKyBhD85v5F%2FOQAAAAAAgAn%2F%2FID9AYjACwAOAAlQBUCLRQzGikGHwgIDklZCAEfJElZHxYAPysAGD8rERIAFzkxMBM0Ny4BNTQ2MzIXBy4BIyIGFRQWFx4BFRQGBxYVFAYjIic1FjMyNjU0JicuAQEOARUUFhc%2BATU0JqLbLz7fubKaRD6HTVZhSXB%2Fd2lsZvbPvH%2BYp3R0TmaCdgFcRVNdfz5LYwL8vHcgZEGKpU6eHStFPCtDMjiPYFyePUx1nbBDu11RRytJMDyPAUEaaj49VzkkbTw8WQAAAgGqBQIEFwXsAAsAFwAMsw8DFQkALzPNMjEwATQ2MzIWFRQGIyImJTQ2MzIWFRQGIyImAapGPzA5RzovPgF%2FRj8wOUc6Lz4FZDxMLzBBSi8zPEwvMEFKLwAAAAADAIP%2F7AZiBcsAFQAlADUAL0AbBQsPCx8LnwsDABEAERARAgsRCxEiMhoEKiITAD8zPzMSOTkvL10RM10RMzEwASIGFRAzMjY3FQYjIiY1NDYzMhcHJgE0EiQzMgQSFRQCBCMiJAI3FBIEMzIkEjU0AiQjIgQCA6Jxfe4vgix1e8XU48eKgERq%2FIfIAV7KxwFdy8X%2BpM7P%2FqLDe6YBJKutASWipP7draj%2B26gECpib%2FtMgE54z99TY%2BUKTN%2F7RyAFeysb%2Bn8nH%2FqTMzwFaxqj%2B36yuASGmpQEjran%2B2wAAAAIAoAMCAzsFxwASAB0AH0AQBwgDEwAMEAwCDAAEHhkAHwA%2FMj8Q1F0yOTnEMTABMhczNzMDIzcjDgEjIiY1ND4BEzI%2BATU0IyIGFRQB8nE1Bid2k3sKBDJgPVtpXpcHMl87ZlJxBcdnWv1UaT43hHKA3XL9umCfT3fDhX0AAAAAAgBQAGQEEgPjAAYADQAMswwFCAEALzPEMjEwEwEXARMHAyUBFwETBwNQAYuH%2FuCZstkBuAGBif7ok7TRAj8BpHb%2BtP6PTAHFAgGycP6h%2FqJMAa4AAQB1AQAEHQMrAAUAEbYCBQUEUlkFAC8rABgQxDEwAREjESE1BB2z%2FQsDK%2F3VAXe0AAAA%2F%2F8ALwG%2BAlICiRIGABAAAAAEAIP%2F7AZiBcsADwAfACwANQAzQB0lKQ8pHykCNSoAKhAqAictKSoqKS0DDBwEBBQMEwA%2FMz8zEhc5Ly8vM10RM10RMzEwEzQSJDMyBBIVFAIEIyIkAjcUEgQzMiQSNTQCJCMiBAIlFAYHEyMDIxEjESEgATMyNjU0JisBg8gBXsrHAV3Lxf6kzs%2F%2BosN7pgEkq60BJaKk%2Ft2tqP7bqAPAW1XTyKxbsgENAVH%2BVEhUWltTSALbyAFeysb%2Bn8nH%2FqTMzwFaxqj%2B36yuASGmpQEjran%2B2wlTfCT%2BiwFF%2FrsDbv5nSD9JOAAAAQBvBhQEJQa6AAMACLEBAgAvMzEwASE3IQP8%2FHMnA48GFKYAAgC8AzsDTgXLAAwAGAAMsxAJFgMALzPEMjEwEzQ2MzIWFRQGIyIuATcUFjMyNjU0JiMiBrzCiIjAwIhYmliYaEpIaGdJSmgEgYjCwoiJvViWWEZoaEZKaGcAAAACAHUAAAQdBMMACwAPACRAFAwNUlkMQgkBAgFSWQYQAgFwAgECAC9dcTMrEQAzGD8rMTABITUhETMRIRUhESMBNSEVAfD%2BhQF7tAF5%2Foe0%2FoUDqAKRtQF9%2FoO1%2For%2B5bS0AAAAAQBOAkoDEAXJABkAErcKEB8CGBgBIAA%2FMxI5PzMxMAEhNyU%2BAjU0JiMiByc%2BATMyFhUUDgEPASECqv2kHAENb0sjODBbZFBElV5ziS9ldq4BcwJKh99fUkgmLjRQezY3eF9Fb25bjgABAGgCOQMQBckAIwAnQBYDFRUPFh8WAg8WHxYCFhYKHCEfDwohAD8zPzMSOS9dcTMSOTEwARQGBxUeARUUBiMiJzUWMzI2NTQrATczMjY1NCMiByc2MzIWAxBtaE5Kx6qKcH56WmOSbBxdWWt1XGBEfqV8igT4WnYaBBJiQoGaOJ9HSkVxhURBZEF5Wm8AAAABAfwE2QPlBiEACAAKsgOACAAvGs0xMAE2NyEVDgEHIwH8YYABCDbQR5wE8mzDE0K%2FNAAAAf%2FJ%2FhQEkwRSABoAIEAQEgwKBxcPFhsKFQ8DRlkPFgA%2FKwAYPz8%2FMxI5OTEwARQWMzI2NxMzAyM3Iw4BIyInIwYHAyMBMwMGAWZCP3HBLWbn67gWCkucV2wvCAkeQukBUuuNEwEzQUj71AHZ%2B66%2Bb2NRSaL%2BwgY%2B%2FWJUAAEArP78BLQGFAAPABO3CAgBAw4ABQEALzM%2FMxI5LzEwASMRIxEjEQYjIiY1EDYzIQS0i7yMPlPYzNrpAkX%2B%2FAZm%2BZoDMxL6%2BwEE%2Fv%2F%2FAJYCOQHDA2oQBwARAHUCVgAAAAH%2FRP4UAOwAAAASABpADQ0QQAsOSBAQDwgDGw8ALz8zEjkvKzMxMBMUBiMiJzUWMzI1NCYnNzMHHgHspI5ANi8xiUZFYpIySED%2B%2BGp6D4cOYCgrCahgGVQAAAAAAQDBAkoCtgW2AAoADrUJAyAGAB4APzI%2FOTEwATMDIxM2Nw4BBycCFKK6v2MRKBU5fU0FtvyUAc1PihQuUIEAAAIApAMCAwgFxwANABcAFEAKEwAEEAQCBA4LHwA%2FM8RdMjEwARQOASMiJjU0PgEzMhYlIgYVFDMyNjU0AwhUnm56ilija3yC%2FvZRZ3BNZQS2fsZwkoN6x2%2BPCq%2BBja%2BEigAAAAACAAoAXAPPA9sABgANAA60CAEBDAUALzPELzIxMAkBJwEDNxMFAScBAzcTA8%2F%2Bc4YBH5m02f5I%2Fn%2BMARmSs9MB%2Fv5edwFKAXJM%2FjkC%2FlBxAVwBYEz%2BUAD%2F%2FwCVAAAFxQW2ECcA0wKTAAAQJgB71gARBwDUAsH9twAJswMCERgAPzU1AP%2F%2FAHkAAAYeBbYQJwDTAncAABAmAHu5ABEHAHQDDv23AAeyAhAYAD81AAAA%2F%2F8AbAAABi8FyRAnANMDIQAAECcA1AMr%2FbcRBgB1BAAACbMCAQYYAD81NQAAAv%2Fd%2FnUC%2FgRaABkAJQAtQBgHABkQGQILAxkZECMjHVFZIxAQCk1ZECIAPysAGD8rERIAORgvX15dOTEwAQ4BBw4CFRQWMzI2NxcGIyImNTQ2Nz4BNwEUBiMiJjU0NjMyFgKcGW10a00lVFFMk09Lzcyuv4CnXWAWASdgUjhDXU9CPwKDkqpTT05QMEdXNyaxcKuceMZ1QHVfAV5VY0E8TmZEAP%2F%2F%2F4cAAAROB3MSJgAkAAARBwBD%2F%2F0BUgAKtAIQEAUmACsRNf%2F%2F%2F4cAAASsB3MSJgAkAAARBwB2AMcBUgAKtAIXFwUmACsRNf%2F%2F%2F4cAAASFB3MSJgAkAAARBwDFAFoBUgAKtAIVFQUmACsRNf%2F%2F%2F4cAAATLB0gSJgAkAAARBwDHAHMBUgAKtAIYGAUmACsRNf%2F%2F%2F4cAAARzBz4SJgAkAAARBwBqAFwBUgAMtQMCJCQFJgArETU1AAD%2F%2F%2F%2BHAAAETgcHEiYAJAAAEQYAxhttAAmzAwIkAwA%2FNTUAAAAAAv%2BHAAAHJQW2AA8AEwA8QCAKDUxZCgoBBhMDTFkTEwEGBRIJEgYSTFkGAwEOTFkBEgA%2FKwAYPysRADMYPxESOS8rERIAORgvKzEwKQETIQEhASEHIQMhByEDIQETIwEF8Pz3Vv5Q%2FwD%2B%2BgOiA%2Fwr%2FeVUAfgr%2FgpiAhv9TYpS%2FnABlv5qBbbN%2FnXI%2FjUBmwKD%2FX0A%2F%2F8Ah%2F4UBSEFyxImACYAABAHAHoCKwAA%2F%2F8ARgAABIMHcxImACgAABEHAEP%2F8QFSAAq0AQ0NBSYAKxE1%2F%2F8ARgAABIMHcxImACgAABEHAHYAfQFSAAq0ARQUBSYAKxE1%2F%2F8ARgAABIMHcxImACgAABEHAMUAPwFSAAq0ARISBSYAKxE1%2F%2F8ARgAABIMHPhImACgAABEHAGoANQFSAAy1AgEhIQUmACsRNTUAAP%2F%2FAEYAAAJ2B3MSJgAsAAARBwBD%2FuABUgAKtAEFBQUmACsRNf%2F%2FAEYAAAOIB3MSJgAsAAARBwB2%2F6MBUgAKtAEMDAUmACsRNf%2F%2FAEYAAANpB3MSJgAsAAARBwDF%2Fz4BUgAKtAEKCgUmACsRNf%2F%2FAEYAAANgBz4SJgAsAAARBwBq%2F0kBUgAMtQIBGRkFJgArETU1AAAAAgA1AAAFHwW2AA0AGwAtQBcaBwgHTFkXCAgFCgoWTFkKAwUbTFkFEgA%2FKwAYPysREgA5GC8zKxEAMzEwARACBCkBEyM3MxMhIAABMiQSNTQmKwEDIQchAwUfyP6C%2Fv7%2Bb4GSLZCJAXEBDwEk%2FMSxAQiNsKiSXgEdLf7lWgN9%2FvH%2BbNoCb8gCf%2F7e%2FDWsATjIuMH%2BScj%2BWv%2F%2FAEQAAAXdB0gSJgAxAAARBwDHAQABUgAKtAEbGwUmACsRNf%2F%2FAIf%2F7AWNB3MSJgAyAAARBwBDAG8BUgAKtAIdHQUmACsRNf%2F%2FAIf%2F7AWNB3MSJgAyAAARBwB2ARcBUgAKtAIkJAUmACsRNf%2F%2FAIf%2F7AWNB3MSJgAyAAARBwDFAMkBUgAKtAIiIgUmACsRNf%2F%2FAIf%2F7AWNB0gSJgAyAAARBwDHANkBUgAKtAIlJQUmACsRNf%2F%2FAIf%2F7AWNBz4SJgAyAAARBwBqAMUBUgAMtQMCMTEFJgArETU1AAAAAQCTAR8EAASHAAsAFkAKAwAGCQQCCggEAgAvMy8zEhc5MTAJATcJARcJAQcJAScByf7KfQE4ATl%2F%2FsUBN3v%2Bx%2F7IegLTATd9%2FssBNXv%2Bx%2F7HewE1%2Fs17AAMAbf%2BqBbQGBAAVAB4AJwAuQBodIRwiBCQWERQJBgQEDw8WTFkPBAQkTFkEEwA%2FKwAYPysREgAXORESFzkxMAEQAgQjIicHJzcmNRASJDMyFzcXBxYlIgYCFRQXASYTNCcBFjMyNhIFjb7%2Bs9zBfXaFgWfFAVbZvYB3hYVe%2FduN4IIYApxQvxP9a0t3i998A5r%2B6f5M41OVaKCK4wELAbnqXpVopoKOuv6oz1hMA0RB%2FpZYN%2FzHOL8BUgD%2F%2FwCY%2F%2BwFiwdzEiYAOAAAEQcAQwBOAVIACrQBFxcFJgArETX%2F%2FwCY%2F%2BwFiwdzEiYAOAAAEQcAdgEbAVIACrQBHh4FJgArETX%2F%2FwCY%2F%2BwFiwdzEiYAOAAAEQcAxQC2AVIACrQBHBwFJgArETX%2F%2FwCY%2F%2BwFiwc%2BEiYAOAAAEQcAagCwAVIADLUCASsrBSYAKxE1NQAA%2F%2F8AugAABQAHcxImADwAABEHAHYAZgFSAAq0ARERBSYAKxE1AAIARgAABGQFtgAMABUAH0ARCRVMWQ0ETFkJDQkNBgcDBhIAPz8SOTkvLysrMTABFAAhIwMjATMHMzIWATMyNjU0JisBBGT%2Bs%2F7KbELtATXtM2Hj6%2F06YLDFd3l5AzHz%2FvP%2BzwW288r%2BAZ2UbWIAAAAB%2Fv7%2BFAS2BhsAOQAsQBgxFCUDHQwMNEdZDAAdIkhZHRYABUZZABsAPysAGD8rABg%2FKxESABc5MTADIic1FjMyNjcBPgEzMhYVFAcOARUUFx4CFRQGIyInNRYzMjY1NCYnLgE1NDY3PgE1NCYjIgcBDgF1RUg9NEFTFgEGMPrgvNGzdj1Ka0gm6Ma2ZX5%2BaXYvWFJOWVtiUV5V0jT%2B%2BCq5%2FhQXwRVXaATS58ygh6mCV0EjLDlUVmM8rMhByVZYUDBKRkBzRUuAPEJcNEFI7%2FsUxa4A%2F%2F8AXv%2FsBH8GIRImAEQAABEGAEO5AAAKtAIiIhEmACsRNQAA%2F%2F8AXv%2FsBH8GIRImAEQAABEGAHZaAAAKtAIpKREmACsRNQAA%2F%2F8AXv%2FsBH8GIRImAEQAABEGAMX9AAAKtAInJxEmACsRNQAA%2F%2F8AXv%2FsBH8F9hImAEQAABEGAMcSAAAKtAIqKhEmACsRNQAA%2F%2F8AXv%2FsBH8F7BImAEQAABEGAGr%2FAAAMtQMCNjYRJgArETU1%2F%2F8AXv%2FsBH8GmhImAEQAABEGAMboAAAMtQMCJCQRJgArETU1AAMAXv%2FsBo8EZgApADcAQQA%2FQCM7IUhZOzsGAhQXBAkQFQ84MRAxRlkaEBAEFSUqCSpGWQAJFgA%2FMysRADMYPz8zKxEAMxg%2FERIXOTkvKzEwBSInByM3Iw4BIyImNTQSNjMyFhczNzMHPgEzMhYVFAQhIwcUFjMyNxUGJTI2EjU0JiMiBgIVFBYBIgYHMzI2NTQmBKLeUxeXFAhVoV6Gl4rvjViALAk%2FlBkzoGSMof6z%2FswtBHlzfbSv%2FIZVm2BNS1WVU0oDn2erJR%2B71EQUiXWwalrOtckBYsxXW551P0qZfbbNPHV4VL1PvqEBDoRbbqD%2B%2BotpYgMIrI1rYDo0AP%2F%2FAF7%2BFAPNBGYSJgBGAAAQBwB6AYEAAP%2F%2FAF7%2F7AP6BiESJgBIAAARBgBDlwAACrQCJSURJgArETUAAP%2F%2FAF7%2F7AQWBiESJgBIAAARBgB2MQAACrQCLCwRJgArETUAAP%2F%2FAF7%2F7AQJBiESJgBIAAARBgDF3gAACrQCKioRJgArETUAAP%2F%2FAF7%2F7AP6BewSJgBIAAARBgBq2gAADLUDAjk5ESYAKxE1Nf%2F%2FAC8AAAIYBiESJgDCAAARBwBD%2FoIAAAAKtAEFBREmACsRNf%2F%2FAC8AAAMdBiESJgDCAAARBwB2%2FzgAAAAKtAEMDBEmACsRNf%2F%2FAC8AAAMJBiESJgDCAAARBwDF%2Ft4AAAAKtAEKChEmACsRNf%2F%2FAC8AAAL7BewSJgDCAAARBwBq%2FuQAAAAMtQIBGRkRJgArETU1AAAAAgBQ%2F%2BwEewYlAB0AKwA2QBwFCAAbBAYcHAMZDhUVJUdZFRUOBgMBDh5HWQ4WAD8rABg%2FMxI5LysREgA5EjkYLxIXOTEwASYnNxYXNxcHFhEUAgQjIiY1NBI2MzIWFzMmJwcnEzI%2BATU0JiMiDgEVFBYChyxbaoFQ%2BkbZm5L%2B%2BrXF24Puk2CQKQYKe%2FpIUFyLTmhcW4tKYgUtKTeYSEqKf3nN%2Fs3%2F%2FoW%2F1sOiARKcTUbzjI6B%2B%2B53x2phdHDDc2hvAAAA%2F%2F8ALwAABH0F9hImAFEAABEGAMclAAAKtAEiIhEmACsRNQAA%2F%2F8AXv%2FuBDcGIRImAFIAABEGAEOfAAAKtAIdHREmACsRNQAA%2F%2F8AXv%2FuBDcGIRImAFIAABEGAHZIAAAKtAIkJBEmACsRNQAA%2F%2F8AXv%2FuBDcGIRImAFIAABEGAMXzAAAKtAIiIhEmACsRNQAA%2F%2F8AXv%2FuBFoF9hImAFIAABEGAMcCAAAKtAIlJREmACsRNQAA%2F%2F8AXv%2FuBDcF7BImAFIAABEGAGrvAAAMtQMCMTERJgArETU1AAMAdQDsBB0EtgADAA8AGwAcQAwHDRkTDRMBAQBSWQEALysRADMzGC8zLzMxMBM1IRUBNDYzMhYVFAYjIiYRNDYzMhYVFAYjIiZ1A6j9rj8%2BPkFFOjpDPz4%2BQUU6OkMCd7S0%2Fv5AR0g%2FQElHAvxAR0g%2FQElHAAAAAAMAM%2F%2BmBFoEkwAVAB0AJgAuQBocJBslBB4WERQJBgQEDw8WR1kPEAQeR1kEFgA%2FKwAYPysREgAXORESFzkxMAEUAgYjIicHJzcmNTQSJDMyFzcXBxYlIgIVFBcBJgMyPgE1NCcBFgQ1lP2iiWJpe3NGjQECqYhnVn1kP%2F5YjbwIAbotyVmUVQb%2BTCkCvND%2BsK47g2CNaJ3IAUq6PWxgdWRO%2Ft3bJyMCJSP9AIXrjC0W%2FeIh%2F%2F8Ab%2F%2FsBIcGIRImAFgAABEGAEOhAAAKtAEbGxEmACsRNQAA%2F%2F8Ab%2F%2FsBIcGIRImAFgAABEGAHZzAAAKtAEiIhEmACsRNQAA%2F%2F8Ab%2F%2FsBIcGIRImAFgAABEGAMUQAAAKtAEgIBEmACsRNQAA%2F%2F8Ab%2F%2FsBIcF7BImAFgAABEGAGoGAAAMtQIBLy8RJgArETU1%2F%2F%2F%2FVv4UBFIGIRImAFwAABEGAHb5AAAKtAEgIBEmACsRNQAAAAL%2Fyf4UBFAGFAAWACQAJ0AUBA0AEAkACBsQF0ZZEBAAHkZZABYAPysAGD8rABg%2FPxESOTkxMAUiJicjBgcDIwEzDgEHMzYzMhYVFAIGAyIGAhUUFjMyNhI1NCYCSl6OKwgHEmDpAbDrMDIzCJutkKGI6RxUnmBcVlaTVlIUW1VbXv4xCADf6K%2FIzLnM%2Fp3GA7qi%2FveGYmmaAQiRZGUAAP%2F%2F%2F1b%2BFARSBewSJgBcAAARBgBqmQAADLUCAS0tESYAKxE1NQABAC8AAAIGBFIAAwAKswIPARUAPz8xMCEjEzMBG%2Bzs6wRSAAACAIf%2F7AdSBc0AFQAhADpAIBATTFkQEAEMDA9MWQwDChtMWQoEARRMWQESAxZMWQMTAD8rABg%2FKwAYPysAGD8rERIAORgvKzEwKQEGIyAAERASJDMyFyEHIQMhByEDIQUyNxMmIyIGAhUUFgYd%2FTNUVv79%2FuTFAVbZkU4C%2BCv95VQB%2BCv%2BCGACG%2FxsSkHeRHGK4H%2BjFAErAQgBCwG56hfN%2FnXI%2FjUTGwQOH8D%2Bq8qtvAAAAAADAF7%2F7AbDBGYAIgAvADkAO0AeDgMFDDMYSFkzMwUMMCMMI0ZZEQwQHCoFKkZZAAUWAD8zKxEAMxg%2FMysRADMREjkYLysREgA5OTEwBSImJwYjIiY1NBIkMzIXPgEzMhYVFAQhIwcUFjMyNjcVDgEBIg4BFRQWMzISNTQmJSIGBzMyNjU0JgTJeLkwie262pMA%2F6btYknKfZ%2Bv%2FrX%2Bzi8DcXFFg29bqP1dV41XYVuPrWMCiWmuIh%2B90jwUXFy258XOAU2vwFtnlYG3zDxvfiMxvSskA7aA9ZF0egEl6291EKuObGUwOAAAAQFiBNkEKwYhAA0ADrQDC4AGAQAvMxrNMjEwASMmJwYHIzU%2BATczFhcEK5hMVYNppIp%2BG%2FgmiATZP3NuRBmAhyhjzAACAh0E1wP0BpoACwAXABlADg8PCR8JLwkDcAkBCRUDAC8zzF1dMjEwARQGIyImNTQ2MzIWBzQmIyIGFRQWMzI2A%2FSEamp%2FgmdohoM8Ly07NTMvPAW6aHt6Z2d7eWkyOTkyMTc3AAAAAAEBRgTXBFgF9gAVACFAEBAABQsACwALfxSPFAIUgAkALxrMXTk5Ly8RMxEzMTABIi4CIyIGByMSMzIeAjMyNjczAgNULUtEPyAmMhKJOccuTkM8HSgyF4lCBNkiKSI3OAEdIykjNTz%2B4wAAAAEALwHFA6AChwADAAixAAEALzMxMBM3IQcvKwNGKwHFwsIAAAEALwHFB3cChwADAAixAAEALzMxMBM3IQcvKwcdKwHFwsIAAAEAdwPBAjEFtgAHAAmyAAQDAD%2FNMTATJzYSNzMCB30GIpFXsHpNA8EWTAEKif7i1wAAAAABAHMDwQIvBbYACAAJsgUIAwA%2FzjEwARcGAgcjNhI3AicIJZNSsit%2BHQW2FlP%2B839fAUBWAAAAAAH%2Fmv74AVYA7gAGAAixBAAAL80xMCUXBgcjNhMBTghsnrJpX%2B4X6fbuAQgAAgB3A8EDyQW2AAYADgANtAAHAwsDAD8zzTIxMAEnNhMzAgchJzYSNzMCBwIXCVS3sHpN%2FXsGIpFXsHpNA8EWvgEh%2FuLXFkwBCon%2B4tcAAAACAHMDwQPHBbYACAAQAA20DQUQCAMAPzPOMjEwARcGAgcjNhI3IRcGAyM2EjcCJwglk1KyK34dAoUJYquwM3QgBbYWU%2F7zf18BQFYW3P79cgEmXQAC%2F5r%2B%2BALuAO4ABgANAAyzCwQNAAAvMs0yMTAlFwYHIzYTIRcGAyMSNwFOCGyesmlfAoMJXK%2BweE%2FuF%2Bn27gEIF87%2B7wEZ3QABAJgBzQKkBAgACwAIsQkDAC8vMTATNDYzMhYVFAYjIiaYp4xkdaSRZnECrJzAbXKcwHMAAQBQAGQCYgPjAAYACLEFAQAvxDEwEwEXARMHA1ABi4f%2B4Jmy2QI9AaZ2%2FrL%2BkUwBwQAAAAEACgBcAh0D2wAGAAixAQUAL8QxMAkBJwEDNxMCHf50hwEhmrPZAgL%2BWncBTgFuTP5AAAAB%2FgIAAAMCBbYAAwAKswMDAhIAPz8xMAkBIwEDAvvFxQQ9Bbb6SgW2AAAAAAIARgJKAwQFvAAKABAAJUAUDQcBBQkFBgMPEB8QAhAQAwceAyAAPz8SOS9dFzMRMxEzMTABIwcjNyE3ATMDMyE%2FAQYPAQLneie3J%2F6QGgHdxXl7%2Fs80IiBCuwL6sLCJAjn9zd2BM1DbAAAAAAEAM%2F%2FsBNkFywAnAFNALwYcHRxQWQMdCxcYF1BZCBgPHR8dAgkAGHAYAgsDHRgdGBMhIQBNWSEHEw5OWRMZAD8rABg%2FKxESADk5GC8vX15dXl0RMysRADMRMysRADMxMAEiBgchByEGByEHIRQWMzI3FQYjIgI1IzczNjcjNzMSADMyFhcHLgEDkXbBQQGDIf5uEgoBVCH%2BwXmHeIqBsdjkoiGLDwyJIJRcAUfQWJlQZjZqBQKuqJpDSJuhkzzLPQEE%2FJtfLJoBBAEbLDe0IiwAAAAAAAABAAAjAAABBdMYAAAKCvIABQAk%2F3EABQA3ACkABQA5ACkABQA6ACkABQA8ABQABQBE%2F64ABQBG%2F4UABQBH%2F4UABQBI%2F4UABQBK%2F8MABQBQ%2F8MABQBR%2F8MABQBS%2F4UABQBT%2F8MABQBU%2F4UABQBV%2F8MABQBW%2F8MABQBY%2F8MABQCC%2F3EABQCD%2F3EABQCE%2F3EABQCF%2F3EABQCG%2F3EABQCH%2F3EABQCfABQABQCi%2F4UABQCj%2F64ABQCk%2F64ABQCl%2F64ABQCm%2F64ABQCn%2F64ABQCo%2F64ABQCp%2F4UABQCq%2F4UABQCr%2F4UABQCs%2F4UABQCt%2F4UABQC0%2F4UABQC1%2F4UABQC2%2F4UABQC3%2F4UABQC4%2F4UABQC6%2F4UABQC7%2F8MABQC8%2F8MABQC9%2F8MABQC%2B%2F8MABQDE%2F4UACgAk%2F3EACgA3ACkACgA5ACkACgA6ACkACgA8ABQACgBE%2F64ACgBG%2F4UACgBH%2F4UACgBI%2F4UACgBK%2F8MACgBQ%2F8MACgBR%2F8MACgBS%2F4UACgBT%2F8MACgBU%2F4UACgBV%2F8MACgBW%2F8MACgBY%2F8MACgCC%2F3EACgCD%2F3EACgCE%2F3EACgCF%2F3EACgCG%2F3EACgCH%2F3EACgCfABQACgCi%2F4UACgCj%2F64ACgCk%2F64ACgCl%2F64ACgCm%2F64ACgCn%2F64ACgCo%2F64ACgCp%2F4UACgCq%2F4UACgCr%2F4UACgCs%2F4UACgCt%2F4UACgC0%2F4UACgC1%2F4UACgC2%2F4UACgC3%2F4UACgC4%2F4UACgC6%2F4UACgC7%2F8MACgC8%2F8MACgC9%2F8MACgC%2B%2F8MACgDE%2F4UACwAtALgADwAm%2F5oADwAq%2F5oADwAy%2F5oADwA0%2F5oADwA3%2F3EADwA4%2F9cADwA5%2F4UADwA6%2F4UADwA8%2F4UADwCJ%2F5oADwCU%2F5oADwCV%2F5oADwCW%2F5oADwCX%2F5oADwCY%2F5oADwCa%2F5oADwCb%2F9cADwCc%2F9cADwCd%2F9cADwCe%2F9cADwCf%2F4UADwDD%2F5oAEAA3%2F64AEQAm%2F5oAEQAq%2F5oAEQAy%2F5oAEQA0%2F5oAEQA3%2F3EAEQA4%2F9cAEQA5%2F4UAEQA6%2F4UAEQA8%2F4UAEQCJ%2F5oAEQCU%2F5oAEQCV%2F5oAEQCW%2F5oAEQCX%2F5oAEQCY%2F5oAEQCa%2F5oAEQCb%2F9cAEQCc%2F9cAEQCd%2F9cAEQCe%2F9cAEQCf%2F4UAEQDD%2F5oAJAAF%2F3EAJAAK%2F3EAJAAm%2F9cAJAAq%2F9cAJAAtAQoAJAAy%2F9cAJAA0%2F9cAJAA3%2F3EAJAA5%2F64AJAA6%2F64AJAA8%2F4UAJACJ%2F9cAJACU%2F9cAJACV%2F9cAJACW%2F9cAJACX%2F9cAJACY%2F9cAJACa%2F9cAJACf%2F4UAJADD%2F9cAJADL%2F3EAJADO%2F3EAJQAP%2F64AJQAR%2F64AJQAk%2F9cAJQA3%2F8MAJQA5%2F%2BwAJQA6%2F%2BwAJQA7%2F9cAJQA8%2F%2BwAJQA9%2F%2BwAJQCC%2F9cAJQCD%2F9cAJQCE%2F9cAJQCF%2F9cAJQCG%2F9cAJQCH%2F9cAJQCf%2F%2BwAJQDM%2F64AJQDP%2F64AJgAm%2F9cAJgAq%2F9cAJgAy%2F9cAJgA0%2F9cAJgCJ%2F9cAJgCU%2F9cAJgCV%2F9cAJgCW%2F9cAJgCX%2F9cAJgCY%2F9cAJgCa%2F9cAJgDD%2F9cAJwAP%2F64AJwAR%2F64AJwAk%2F9cAJwA3%2F8MAJwA5%2F%2BwAJwA6%2F%2BwAJwA7%2F9cAJwA8%2F%2BwAJwA9%2F%2BwAJwCC%2F9cAJwCD%2F9cAJwCE%2F9cAJwCF%2F9cAJwCG%2F9cAJwCH%2F9cAJwCf%2F%2BwAJwDM%2F64AJwDP%2F64AKAAtAHsAKQAP%2F4UAKQAR%2F4UAKQAiACkAKQAk%2F9cAKQCC%2F9cAKQCD%2F9cAKQCE%2F9cAKQCF%2F9cAKQCG%2F9cAKQCH%2F9cAKQDM%2F4UAKQDP%2F4UALgAm%2F9cALgAq%2F9cALgAy%2F9cALgA0%2F9cALgCJ%2F9cALgCU%2F9cALgCV%2F9cALgCW%2F9cALgCX%2F9cALgCY%2F9cALgCa%2F9cALgDD%2F9cALwAF%2F1wALwAK%2F1wALwAm%2F9cALwAq%2F9cALwAy%2F9cALwA0%2F9cALwA3%2F9cALwA4%2F%2BwALwA5%2F9cALwA6%2F9cALwA8%2F8MALwCJ%2F9cALwCU%2F9cALwCV%2F9cALwCW%2F9cALwCX%2F9cALwCY%2F9cALwCa%2F9cALwCb%2F%2BwALwCc%2F%2BwALwCd%2F%2BwALwCe%2F%2BwALwCf%2F8MALwDD%2F9cALwDL%2F1wALwDO%2F1wAMgAP%2F64AMgAR%2F64AMgAk%2F9cAMgA3%2F8MAMgA5%2F%2BwAMgA6%2F%2BwAMgA7%2F9cAMgA8%2F%2BwAMgA9%2F%2BwAMgCC%2F9cAMgCD%2F9cAMgCE%2F9cAMgCF%2F9cAMgCG%2F9cAMgCH%2F9cAMgCf%2F%2BwAMgDM%2F64AMgDP%2F64AMwAP%2FvYAMwAR%2FvYAMwAk%2F5oAMwA7%2F9cAMwA9%2F%2BwAMwCC%2F5oAMwCD%2F5oAMwCE%2F5oAMwCF%2F5oAMwCG%2F5oAMwCH%2F5oAMwDM%2FvYAMwDP%2FvYANAAP%2F64ANAAR%2F64ANAAk%2F9cANAA3%2F8MANAA5%2F%2BwANAA6%2F%2BwANAA7%2F9cANAA8%2F%2BwANAA9%2F%2BwANACC%2F9cANACD%2F9cANACE%2F9cANACF%2F9cANACG%2F9cANACH%2F9cANACf%2F%2BwANADM%2F64ANADP%2F64ANwAP%2F4UANwAQ%2F64ANwAR%2F4UANwAiACkANwAk%2F3EANwAm%2F9cANwAq%2F9cANwAy%2F9cANwA0%2F9cANwA3ACkANwBE%2F1wANwBG%2F3EANwBH%2F3EANwBI%2F3EANwBK%2F3EANwBQ%2F5oANwBR%2F5oANwBS%2F3EANwBT%2F5oANwBU%2F3EANwBV%2F5oANwBW%2F4UANwBY%2F5oANwBZ%2F9cANwBa%2F9cANwBb%2F9cANwBc%2F9cANwBd%2F64ANwCC%2F3EANwCD%2F3EANwCE%2F3EANwCF%2F3EANwCG%2F3EANwCH%2F3EANwCJ%2F9cANwCU%2F9cANwCV%2F9cANwCW%2F9cANwCX%2F9cANwCY%2F9cANwCa%2F9cANwCi%2F3EANwCj%2F1wANwCk%2F1wANwCl%2F1wANwCm%2F1wANwCn%2F1wANwCo%2F1wANwCp%2F3EANwCq%2F3EANwCr%2F3EANwCs%2F3EANwCt%2F3EANwC0%2F3EANwC1%2F3EANwC2%2F3EANwC3%2F3EANwC4%2F3EANwC6%2F3EANwC7%2F5oANwC8%2F5oANwC9%2F5oANwC%2B%2F5oANwC%2F%2F9cANwDD%2F9cANwDE%2F3EANwDI%2F64ANwDJ%2F64ANwDM%2F4UANwDP%2F4UAOAAP%2F9cAOAAR%2F9cAOAAk%2F%2BwAOACC%2F%2BwAOACD%2F%2BwAOACE%2F%2BwAOACF%2F%2BwAOACG%2F%2BwAOACH%2F%2BwAOADM%2F9cAOADP%2F9cAOQAP%2F5oAOQAR%2F5oAOQAiACkAOQAk%2F64AOQAm%2F%2BwAOQAq%2F%2BwAOQAy%2F%2BwAOQA0%2F%2BwAOQBE%2F9cAOQBG%2F9cAOQBH%2F9cAOQBI%2F9cAOQBK%2F%2BwAOQBQ%2F%2BwAOQBR%2F%2BwAOQBS%2F9cAOQBT%2F%2BwAOQBU%2F9cAOQBV%2F%2BwAOQBW%2F%2BwAOQBY%2F%2BwAOQCC%2F64AOQCD%2F64AOQCE%2F64AOQCF%2F64AOQCG%2F64AOQCH%2F64AOQCJ%2F%2BwAOQCU%2F%2BwAOQCV%2F%2BwAOQCW%2F%2BwAOQCX%2F%2BwAOQCY%2F%2BwAOQCa%2F%2BwAOQCi%2F9cAOQCj%2F9cAOQCk%2F9cAOQCl%2F9cAOQCm%2F9cAOQCn%2F9cAOQCo%2F9cAOQCp%2F9cAOQCq%2F9cAOQCr%2F9cAOQCs%2F9cAOQCt%2F9cAOQC0%2F9cAOQC1%2F9cAOQC2%2F9cAOQC3%2F9cAOQC4%2F9cAOQC6%2F9cAOQC7%2F%2BwAOQC8%2F%2BwAOQC9%2F%2BwAOQC%2B%2F%2BwAOQDD%2F%2BwAOQDE%2F9cAOQDM%2F5oAOQDP%2F5oAOgAP%2F5oAOgAR%2F5oAOgAiACkAOgAk%2F64AOgAm%2F%2BwAOgAq%2F%2BwAOgAy%2F%2BwAOgA0%2F%2BwAOgBE%2F9cAOgBG%2F9cAOgBH%2F9cAOgBI%2F9cAOgBK%2F%2BwAOgBQ%2F%2BwAOgBR%2F%2BwAOgBS%2F9cAOgBT%2F%2BwAOgBU%2F9cAOgBV%2F%2BwAOgBW%2F%2BwAOgBY%2F%2BwAOgCC%2F64AOgCD%2F64AOgCE%2F64AOgCF%2F64AOgCG%2F64AOgCH%2F64AOgCJ%2F%2BwAOgCU%2F%2BwAOgCV%2F%2BwAOgCW%2F%2BwAOgCX%2F%2BwAOgCY%2F%2BwAOgCa%2F%2BwAOgCi%2F9cAOgCj%2F9cAOgCk%2F9cAOgCl%2F9cAOgCm%2F9cAOgCn%2F9cAOgCo%2F9cAOgCp%2F9cAOgCq%2F9cAOgCr%2F9cAOgCs%2F9cAOgCt%2F9cAOgC0%2F9cAOgC1%2F9cAOgC2%2F9cAOgC3%2F9cAOgC4%2F9cAOgC6%2F9cAOgC7%2F%2BwAOgC8%2F%2BwAOgC9%2F%2BwAOgC%2B%2F%2BwAOgDD%2F%2BwAOgDE%2F9cAOgDM%2F5oAOgDP%2F5oAOwAm%2F9cAOwAq%2F9cAOwAy%2F9cAOwA0%2F9cAOwCJ%2F9cAOwCU%2F9cAOwCV%2F9cAOwCW%2F9cAOwCX%2F9cAOwCY%2F9cAOwCa%2F9cAOwDD%2F9cAPAAP%2F4UAPAAR%2F4UAPAAiACkAPAAk%2F4UAPAAm%2F9cAPAAq%2F9cAPAAy%2F9cAPAA0%2F9cAPABE%2F5oAPABG%2F5oAPABH%2F5oAPABI%2F5oAPABK%2F9cAPABQ%2F8MAPABR%2F8MAPABS%2F5oAPABT%2F8MAPABU%2F5oAPABV%2F8MAPABW%2F64APABY%2F8MAPABd%2F9cAPACC%2F4UAPACD%2F4UAPACE%2F4UAPACF%2F4UAPACG%2F4UAPACH%2F4UAPACJ%2F9cAPACU%2F9cAPACV%2F9cAPACW%2F9cAPACX%2F9cAPACY%2F9cAPACa%2F9cAPACi%2F5oAPACj%2F5oAPACk%2F5oAPACl%2F5oAPACm%2F5oAPACn%2F5oAPACo%2F5oAPACp%2F5oAPACq%2F5oAPACr%2F5oAPACs%2F5oAPACt%2F5oAPAC0%2F5oAPAC1%2F5oAPAC2%2F5oAPAC3%2F5oAPAC4%2F5oAPAC6%2F5oAPAC7%2F8MAPAC8%2F8MAPAC9%2F8MAPAC%2B%2F8MAPADD%2F9cAPADE%2F5oAPADM%2F4UAPADP%2F4UAPQAm%2F%2BwAPQAq%2F%2BwAPQAy%2F%2BwAPQA0%2F%2BwAPQCJ%2F%2BwAPQCU%2F%2BwAPQCV%2F%2BwAPQCW%2F%2BwAPQCX%2F%2BwAPQCY%2F%2BwAPQCa%2F%2BwAPQDD%2F%2BwAPgAtALgARAAF%2F%2BwARAAK%2F%2BwARADL%2F%2BwARADO%2F%2BwARQAF%2F%2BwARQAK%2F%2BwARQBZ%2F9cARQBa%2F9cARQBb%2F9cARQBc%2F9cARQBd%2F%2BwARQC%2F%2F9cARQDL%2F%2BwARQDO%2F%2BwARgAFACkARgAKACkARgDLACkARgDOACkASAAF%2F%2BwASAAK%2F%2BwASABZ%2F9cASABa%2F9cASABb%2F9cASABc%2F9cASABd%2F%2BwASAC%2F%2F9cASADL%2F%2BwASADO%2F%2BwASQAFAHsASQAKAHsASQDLAHsASQDOAHsASwAF%2F%2BwASwAK%2F%2BwASwDL%2F%2BwASwDO%2F%2BwATgBG%2F9cATgBH%2F9cATgBI%2F9cATgBS%2F9cATgBU%2F9cATgCi%2F9cATgCp%2F9cATgCq%2F9cATgCr%2F9cATgCs%2F9cATgCt%2F9cATgC0%2F9cATgC1%2F9cATgC2%2F9cATgC3%2F9cATgC4%2F9cATgC6%2F9cATgDE%2F9cAUAAF%2F%2BwAUAAK%2F%2BwAUADL%2F%2BwAUADO%2F%2BwAUQAF%2F%2BwAUQAK%2F%2BwAUQDL%2F%2BwAUQDO%2F%2BwAUgAF%2F%2BwAUgAK%2F%2BwAUgBZ%2F9cAUgBa%2F9cAUgBb%2F9cAUgBc%2F9cAUgBd%2F%2BwAUgC%2F%2F9cAUgDL%2F%2BwAUgDO%2F%2BwAUwAF%2F%2BwAUwAK%2F%2BwAUwBZ%2F9cAUwBa%2F9cAUwBb%2F9cAUwBc%2F9cAUwBd%2F%2BwAUwC%2F%2F9cAUwDL%2F%2BwAUwDO%2F%2BwAVQAFAFIAVQAKAFIAVQBE%2F9cAVQBG%2F9cAVQBH%2F9cAVQBI%2F9cAVQBK%2F%2BwAVQBS%2F9cAVQBU%2F9cAVQCi%2F9cAVQCj%2F9cAVQCk%2F9cAVQCl%2F9cAVQCm%2F9cAVQCn%2F9cAVQCo%2F9cAVQCp%2F9cAVQCq%2F9cAVQCr%2F9cAVQCs%2F9cAVQCt%2F9cAVQC0%2F9cAVQC1%2F9cAVQC2%2F9cAVQC3%2F9cAVQC4%2F9cAVQC6%2F9cAVQDE%2F9cAVQDLAFIAVQDOAFIAVwAFACkAVwAKACkAVwDLACkAVwDOACkAWQAFAFIAWQAKAFIAWQAP%2F64AWQAR%2F64AWQAiACkAWQDLAFIAWQDM%2F64AWQDOAFIAWQDP%2F64AWgAFAFIAWgAKAFIAWgAP%2F64AWgAR%2F64AWgAiACkAWgDLAFIAWgDM%2F64AWgDOAFIAWgDP%2F64AWwBG%2F9cAWwBH%2F9cAWwBI%2F9cAWwBS%2F9cAWwBU%2F9cAWwCi%2F9cAWwCp%2F9cAWwCq%2F9cAWwCr%2F9cAWwCs%2F9cAWwCt%2F9cAWwC0%2F9cAWwC1%2F9cAWwC2%2F9cAWwC3%2F9cAWwC4%2F9cAWwC6%2F9cAWwDE%2F9cAXAAFAFIAXAAKAFIAXAAP%2F64AXAAR%2F64AXAAiACkAXADLAFIAXADM%2F64AXADOAFIAXADP%2F64AXgAtALgAggAF%2F3EAggAK%2F3EAggAm%2F9cAggAq%2F9cAggAtAQoAggAy%2F9cAggA0%2F9cAggA3%2F3EAggA5%2F64AggA6%2F64AggA8%2F4UAggCJ%2F9cAggCU%2F9cAggCV%2F9cAggCW%2F9cAggCX%2F9cAggCY%2F9cAggCa%2F9cAggCf%2F4UAggDD%2F9cAggDL%2F3EAggDO%2F3EAgwAF%2F3EAgwAK%2F3EAgwAm%2F9cAgwAq%2F9cAgwAtAQoAgwAy%2F9cAgwA0%2F9cAgwA3%2F3EAgwA5%2F64AgwA6%2F64AgwA8%2F4UAgwCJ%2F9cAgwCU%2F9cAgwCV%2F9cAgwCW%2F9cAgwCX%2F9cAgwCY%2F9cAgwCa%2F9cAgwCf%2F4UAgwDD%2F9cAgwDL%2F3EAgwDO%2F3EAhAAF%2F3EAhAAK%2F3EAhAAm%2F9cAhAAq%2F9cAhAAtAQoAhAAy%2F9cAhAA0%2F9cAhAA3%2F3EAhAA5%2F64AhAA6%2F64AhAA8%2F4UAhACJ%2F9cAhACU%2F9cAhACV%2F9cAhACW%2F9cAhACX%2F9cAhACY%2F9cAhACa%2F9cAhACf%2F4UAhADD%2F9cAhADL%2F3EAhADO%2F3EAhQAF%2F3EAhQAK%2F3EAhQAm%2F9cAhQAq%2F9cAhQAtAQoAhQAy%2F9cAhQA0%2F9cAhQA3%2F3EAhQA5%2F64AhQA6%2F64AhQA8%2F4UAhQCJ%2F9cAhQCU%2F9cAhQCV%2F9cAhQCW%2F9cAhQCX%2F9cAhQCY%2F9cAhQCa%2F9cAhQCf%2F4UAhQDD%2F9cAhQDL%2F3EAhQDO%2F3EAhgAF%2F3EAhgAK%2F3EAhgAm%2F9cAhgAq%2F9cAhgAtAQoAhgAy%2F9cAhgA0%2F9cAhgA3%2F3EAhgA5%2F64AhgA6%2F64AhgA8%2F4UAhgCJ%2F9cAhgCU%2F9cAhgCV%2F9cAhgCW%2F9cAhgCX%2F9cAhgCY%2F9cAhgCa%2F9cAhgCf%2F4UAhgDD%2F9cAhgDL%2F3EAhgDO%2F3EAhwAF%2F3EAhwAK%2F3EAhwAm%2F9cAhwAq%2F9cAhwAtAQoAhwAy%2F9cAhwA0%2F9cAhwA3%2F3EAhwA5%2F64AhwA6%2F64AhwA8%2F4UAhwCJ%2F9cAhwCU%2F9cAhwCV%2F9cAhwCW%2F9cAhwCX%2F9cAhwCY%2F9cAhwCa%2F9cAhwCf%2F4UAhwDD%2F9cAhwDL%2F3EAhwDO%2F3EAiAAtAHsAiQAm%2F9cAiQAq%2F9cAiQAy%2F9cAiQA0%2F9cAiQCJ%2F9cAiQCU%2F9cAiQCV%2F9cAiQCW%2F9cAiQCX%2F9cAiQCY%2F9cAiQCa%2F9cAiQDD%2F9cAigAtAHsAiwAtAHsAjAAtAHsAjQAtAHsAkgAP%2F64AkgAR%2F64AkgAk%2F9cAkgA3%2F8MAkgA5%2F%2BwAkgA6%2F%2BwAkgA7%2F9cAkgA8%2F%2BwAkgA9%2F%2BwAkgCC%2F9cAkgCD%2F9cAkgCE%2F9cAkgCF%2F9cAkgCG%2F9cAkgCH%2F9cAkgCf%2F%2BwAkgDM%2F64AkgDP%2F64AlAAP%2F64AlAAR%2F64AlAAk%2F9cAlAA3%2F8MAlAA5%2F%2BwAlAA6%2F%2BwAlAA7%2F9cAlAA8%2F%2BwAlAA9%2F%2BwAlACC%2F9cAlACD%2F9cAlACE%2F9cAlACF%2F9cAlACG%2F9cAlACH%2F9cAlACf%2F%2BwAlADM%2F64AlADP%2F64AlQAP%2F64AlQAR%2F64AlQAk%2F9cAlQA3%2F8MAlQA5%2F%2BwAlQA6%2F%2BwAlQA7%2F9cAlQA8%2F%2BwAlQA9%2F%2BwAlQCC%2F9cAlQCD%2F9cAlQCE%2F9cAlQCF%2F9cAlQCG%2F9cAlQCH%2F9cAlQCf%2F%2BwAlQDM%2F64AlQDP%2F64AlgAP%2F64AlgAR%2F64AlgAk%2F9cAlgA3%2F8MAlgA5%2F%2BwAlgA6%2F%2BwAlgA7%2F9cAlgA8%2F%2BwAlgA9%2F%2BwAlgCC%2F9cAlgCD%2F9cAlgCE%2F9cAlgCF%2F9cAlgCG%2F9cAlgCH%2F9cAlgCf%2F%2BwAlgDM%2F64AlgDP%2F64AlwAP%2F64AlwAR%2F64AlwAk%2F9cAlwA3%2F8MAlwA5%2F%2BwAlwA6%2F%2BwAlwA7%2F9cAlwA8%2F%2BwAlwA9%2F%2BwAlwCC%2F9cAlwCD%2F9cAlwCE%2F9cAlwCF%2F9cAlwCG%2F9cAlwCH%2F9cAlwCf%2F%2BwAlwDM%2F64AlwDP%2F64AmAAP%2F64AmAAR%2F64AmAAk%2F9cAmAA3%2F8MAmAA5%2F%2BwAmAA6%2F%2BwAmAA7%2F9cAmAA8%2F%2BwAmAA9%2F%2BwAmACC%2F9cAmACD%2F9cAmACE%2F9cAmACF%2F9cAmACG%2F9cAmACH%2F9cAmACf%2F%2BwAmADM%2F64AmADP%2F64AmgAP%2F64AmgAR%2F64AmgAk%2F9cAmgA3%2F8MAmgA5%2F%2BwAmgA6%2F%2BwAmgA7%2F9cAmgA8%2F%2BwAmgA9%2F%2BwAmgCC%2F9cAmgCD%2F9cAmgCE%2F9cAmgCF%2F9cAmgCG%2F9cAmgCH%2F9cAmgCf%2F%2BwAmgDM%2F64AmgDP%2F64AmwAP%2F9cAmwAR%2F9cAmwAk%2F%2BwAmwCC%2F%2BwAmwCD%2F%2BwAmwCE%2F%2BwAmwCF%2F%2BwAmwCG%2F%2BwAmwCH%2F%2BwAmwDM%2F9cAmwDP%2F9cAnAAP%2F9cAnAAR%2F9cAnAAk%2F%2BwAnACC%2F%2BwAnACD%2F%2BwAnACE%2F%2BwAnACF%2F%2BwAnACG%2F%2BwAnACH%2F%2BwAnADM%2F9cAnADP%2F9cAnQAP%2F9cAnQAR%2F9cAnQAk%2F%2BwAnQCC%2F%2BwAnQCD%2F%2BwAnQCE%2F%2BwAnQCF%2F%2BwAnQCG%2F%2BwAnQCH%2F%2BwAnQDM%2F9cAnQDP%2F9cAngAP%2F9cAngAR%2F9cAngAk%2F%2BwAngCC%2F%2BwAngCD%2F%2BwAngCE%2F%2BwAngCF%2F%2BwAngCG%2F%2BwAngCH%2F%2BwAngDM%2F9cAngDP%2F9cAnwAP%2F4UAnwAR%2F4UAnwAiACkAnwAk%2F4UAnwAm%2F9cAnwAq%2F9cAnwAy%2F9cAnwA0%2F9cAnwBE%2F5oAnwBG%2F5oAnwBH%2F5oAnwBI%2F5oAnwBK%2F9cAnwBQ%2F8MAnwBR%2F8MAnwBS%2F5oAnwBT%2F8MAnwBU%2F5oAnwBV%2F8MAnwBW%2F64AnwBY%2F8MAnwBd%2F9cAnwCC%2F4UAnwCD%2F4UAnwCE%2F4UAnwCF%2F4UAnwCG%2F4UAnwCH%2F4UAnwCJ%2F9cAnwCU%2F9cAnwCV%2F9cAnwCW%2F9cAnwCX%2F9cAnwCY%2F9cAnwCa%2F9cAnwCi%2F5oAnwCj%2F5oAnwCk%2F5oAnwCl%2F5oAnwCm%2F5oAnwCn%2F5oAnwCo%2F5oAnwCp%2F5oAnwCq%2F5oAnwCr%2F5oAnwCs%2F5oAnwCt%2F5oAnwC0%2F5oAnwC1%2F5oAnwC2%2F5oAnwC3%2F5oAnwC4%2F5oAnwC6%2F5oAnwC7%2F8MAnwC8%2F8MAnwC9%2F8MAnwC%2B%2F8MAnwDD%2F9cAnwDE%2F5oAnwDM%2F4UAnwDP%2F4UAoAAP%2FvYAoAAR%2FvYAoAAk%2F5oAoAA7%2F9cAoAA9%2F%2BwAoACC%2F5oAoACD%2F5oAoACE%2F5oAoACF%2F5oAoACG%2F5oAoACH%2F5oAoADM%2FvYAoADP%2FvYAogAF%2F%2BwAogAK%2F%2BwAogDL%2F%2BwAogDO%2F%2BwAowAF%2F%2BwAowAK%2F%2BwAowDL%2F%2BwAowDO%2F%2BwApAAF%2F%2BwApAAK%2F%2BwApADL%2F%2BwApADO%2F%2BwApQAF%2F%2BwApQAK%2F%2BwApQDL%2F%2BwApQDO%2F%2BwApgAF%2F%2BwApgAK%2F%2BwApgDL%2F%2BwApgDO%2F%2BwApwAF%2F%2BwApwAK%2F%2BwApwDL%2F%2BwApwDO%2F%2BwAqgAF%2F%2BwAqgAK%2F%2BwAqgBZ%2F9cAqgBa%2F9cAqgBb%2F9cAqgBc%2F9cAqgBd%2F%2BwAqgC%2F%2F9cAqgDL%2F%2BwAqgDO%2F%2BwAqwAF%2F%2BwAqwAK%2F%2BwAqwBZ%2F9cAqwBa%2F9cAqwBb%2F9cAqwBc%2F9cAqwBd%2F%2BwAqwC%2F%2F9cAqwDL%2F%2BwAqwDO%2F%2BwArAAF%2F%2BwArAAK%2F%2BwArABZ%2F9cArABa%2F9cArABb%2F9cArABc%2F9cArABd%2F%2BwArAC%2F%2F9cArADL%2F%2BwArADO%2F%2BwArQAF%2F%2BwArQAK%2F%2BwArQBZ%2F9cArQBa%2F9cArQBb%2F9cArQBc%2F9cArQBd%2F%2BwArQC%2F%2F9cArQDL%2F%2BwArQDO%2F%2BwAsgAF%2F%2BwAsgAK%2F%2BwAsgBZ%2F9cAsgBa%2F9cAsgBb%2F9cAsgBc%2F9cAsgBd%2F%2BwAsgC%2F%2F9cAsgDL%2F%2BwAsgDO%2F%2BwAtAAF%2F%2BwAtAAK%2F%2BwAtABZ%2F9cAtABa%2F9cAtABb%2F9cAtABc%2F9cAtABd%2F%2BwAtAC%2F%2F9cAtADL%2F%2BwAtADO%2F%2BwAtQAF%2F%2BwAtQAK%2F%2BwAtQBZ%2F9cAtQBa%2F9cAtQBb%2F9cAtQBc%2F9cAtQBd%2F%2BwAtQC%2F%2F9cAtQDL%2F%2BwAtQDO%2F%2BwAtgAF%2F%2BwAtgAK%2F%2BwAtgBZ%2F9cAtgBa%2F9cAtgBb%2F9cAtgBc%2F9cAtgBd%2F%2BwAtgC%2F%2F9cAtgDL%2F%2BwAtgDO%2F%2BwAuAAF%2F9cAuAAK%2F9cAuADL%2F9cAuADO%2F9cAugAF%2F%2BwAugAK%2F%2BwAugBZ%2F9cAugBa%2F9cAugBb%2F9cAugBc%2F9cAugBd%2F%2BwAugC%2F%2F9cAugDL%2F%2BwAugDO%2F%2BwAvwAFAFIAvwAKAFIAvwAP%2F64AvwAR%2F64AvwAiACkAvwDLAFIAvwDM%2F64AvwDOAFIAvwDP%2F64AwAAF%2F%2BwAwAAK%2F%2BwAwABZ%2F9cAwABa%2F9cAwABb%2F9cAwABc%2F9cAwABd%2F%2BwAwAC%2F%2F9cAwADL%2F%2BwAwADO%2F%2BwAwQAFAFIAwQAKAFIAwQAP%2F64AwQAR%2F64AwQAiACkAwQDLAFIAwQDM%2F64AwQDOAFIAwQDP%2F64AwwAtAHsAyAA3%2F64AyQA3%2F64AygAk%2F3EAygA3ACkAygA5ACkAygA6ACkAygA8ABQAygBE%2F64AygBG%2F4UAygBH%2F4UAygBI%2F4UAygBK%2F8MAygBQ%2F8MAygBR%2F8MAygBS%2F4UAygBT%2F8MAygBU%2F4UAygBV%2F8MAygBW%2F8MAygBY%2F8MAygCC%2F3EAygCD%2F3EAygCE%2F3EAygCF%2F3EAygCG%2F3EAygCH%2F3EAygCfABQAygCi%2F4UAygCj%2F64AygCk%2F64AygCl%2F64AygCm%2F64AygCn%2F64AygCo%2F64AygCp%2F4UAygCq%2F4UAygCr%2F4UAygCs%2F4UAygCt%2F4UAygC0%2F4UAygC1%2F4UAygC2%2F4UAygC3%2F4UAygC4%2F4UAygC6%2F4UAygC7%2F8MAygC8%2F8MAygC9%2F8MAygC%2B%2F8MAygDE%2F4UAywAk%2F3EAywA3ACkAywA5ACkAywA6ACkAywA8ABQAywBE%2F64AywBG%2F4UAywBH%2F4UAywBI%2F4UAywBK%2F8MAywBQ%2F8MAywBR%2F8MAywBS%2F4UAywBT%2F8MAywBU%2F4UAywBV%2F8MAywBW%2F8MAywBY%2F8MAywCC%2F3EAywCD%2F3EAywCE%2F3EAywCF%2F3EAywCG%2F3EAywCH%2F3EAywCfABQAywCi%2F4UAywCj%2F64AywCk%2F64AywCl%2F64AywCm%2F64AywCn%2F64AywCo%2F64AywCp%2F4UAywCq%2F4UAywCr%2F4UAywCs%2F4UAywCt%2F4UAywC0%2F4UAywC1%2F4UAywC2%2F4UAywC3%2F4UAywC4%2F4UAywC6%2F4UAywC7%2F8MAywC8%2F8MAywC9%2F8MAywC%2B%2F8MAywDE%2F4UAzAAm%2F5oAzAAq%2F5oAzAAy%2F5oAzAA0%2F5oAzAA3%2F3EAzAA4%2F9cAzAA5%2F4UAzAA6%2F4UAzAA8%2F4UAzACJ%2F5oAzACU%2F5oAzACV%2F5oAzACW%2F5oAzACX%2F5oAzACY%2F5oAzACa%2F5oAzACb%2F9cAzACc%2F9cAzACd%2F9cAzACe%2F9cAzACf%2F4UAzADD%2F5oAzQAk%2F3EAzQA3ACkAzQA5ACkAzQA6ACkAzQA8ABQAzQBE%2F64AzQBG%2F4UAzQBH%2F4UAzQBI%2F4UAzQBK%2F8MAzQBQ%2F8MAzQBR%2F8MAzQBS%2F4UAzQBT%2F8MAzQBU%2F4UAzQBV%2F8MAzQBW%2F8MAzQBY%2F8MAzQCC%2F3EAzQCD%2F3EAzQCE%2F3EAzQCF%2F3EAzQCG%2F3EAzQCH%2F3EAzQCfABQAzQCi%2F4UAzQCj%2F64AzQCk%2F64AzQCl%2F64AzQCm%2F64AzQCn%2F64AzQCo%2F64AzQCp%2F4UAzQCq%2F4UAzQCr%2F4UAzQCs%2F4UAzQCt%2F4UAzQC0%2F4UAzQC1%2F4UAzQC2%2F4UAzQC3%2F4UAzQC4%2F4UAzQC6%2F4UAzQC7%2F8MAzQC8%2F8MAzQC9%2F8MAzQC%2B%2F8MAzQDE%2F4UAzwAm%2F5oAzwAq%2F5oAzwAy%2F5oAzwA0%2F5oAzwA3%2F3EAzwA4%2F9cAzwA5%2F4UAzwA6%2F4UAzwA8%2F4UAzwCJ%2F5oAzwCU%2F5oAzwCV%2F5oAzwCW%2F5oAzwCX%2F5oAzwCY%2F5oAzwCa%2F5oAzwCb%2F9cAzwCc%2F9cAzwCd%2F9cAzwCe%2F9cAzwCf%2F4UAzwDD%2F5oAAAAeAW4AAQAAAAAAAAA5AHQAAQAAAAAAAQASANQAAQAAAAAAAgAGAPUAAQAAAAAAAwAuAVoAAQAAAAAABAAZAb0AAQAAAAAABQAMAfEAAQAAAAAABgAXAi4AAQAAAAAABwBSAuwAAQAAAAAACAAUA2kAAQAAAAAACwAcA7gAAQAAAAAADAAuBDMAAQAAAAAADQAuBMAAAQAAAAAADgAqBUUAAQAAAAAAEAAJBYQAAQAAAAAAEQAPBa4AAwABBAkAAAByAAAAAwABBAkAAQAkAK4AAwABBAkAAgAMAOcAAwABBAkAAwBcAPwAAwABBAkABAAyAYkAAwABBAkABQAYAdcAAwABBAkABgAuAf4AAwABBAkABwCkAkYAAwABBAkACAAoAz8AAwABBAkACwA4A34AAwABBAkADABcA9UAAwABBAkADQBcBGIAAwABBAkADgBUBO8AAwABBAkAEAASBXAAAwABBAkAEQAeBY4ARABpAGcAaQB0AGkAegBlAGQAIABkAGEAdABhACAAYwBvAHAAeQByAGkAZwBoAHQAIACpACAAMgAwADEAMAAtADIAMAAxADEALAAgAEcAbwBvAGcAbABlACAAQwBvAHIAcABvAHIAYQB0AGkAbwBuAC4AAERpZ2l0aXplZCBkYXRhIGNvcHlyaWdodCCpIDIwMTAtMjAxMSwgR29vZ2xlIENvcnBvcmF0aW9uLgAATwBwAGUAbgAgAFMAYQBuAHMAIABTAGUAbQBpAGIAbwBsAGQAAE9wZW4gU2FucyBTZW1pYm9sZAAASQB0AGEAbABpAGMAAEl0YWxpYwAAQQBzAGMAZQBuAGQAZQByACAALQAgAE8AcABlAG4AIABTAGEAbgBzACAAUwBlAG0AaQBiAG8AbABkACAASQB0AGEAbABpAGMAIABCAHUAaQBsAGQAIAAxADAAMAAAQXNjZW5kZXIgLSBPcGVuIFNhbnMgU2VtaWJvbGQgSXRhbGljIEJ1aWxkIDEwMAAATwBwAGUAbgAgAFMAYQBuAHMAIABTAGUAbQBpAGIAbwBsAGQAIABJAHQAYQBsAGkAYwAAT3BlbiBTYW5zIFNlbWlib2xkIEl0YWxpYwAAVgBlAHIAcwBpAG8AbgAgADEALgAxADAAAFZlcnNpb24gMS4xMAAATwBwAGUAbgBTAGEAbgBzAC0AUwBlAG0AaQBiAG8AbABkAEkAdABhAGwAaQBjAABPcGVuU2Fucy1TZW1pYm9sZEl0YWxpYwAATwBwAGUAbgAgAFMAYQBuAHMAIABpAHMAIABhACAAdAByAGEAZABlAG0AYQByAGsAIABvAGYAIABHAG8AbwBnAGwAZQAgAGEAbgBkACAAbQBhAHkAIABiAGUAIAByAGUAZwBpAHMAdABlAHIAZQBkACAAaQBuACAAYwBlAHIAdABhAGkAbgAgAGoAdQByAGkAcwBkAGkAYwB0AGkAbwBuAHMALgAAT3BlbiBTYW5zIGlzIGEgdHJhZGVtYXJrIG9mIEdvb2dsZSBhbmQgbWF5IGJlIHJlZ2lzdGVyZWQgaW4gY2VydGFpbiBqdXJpc2RpY3Rpb25zLgAAQQBzAGMAZQBuAGQAZQByACAAQwBvAHIAcABvAHIAYQB0AGkAbwBuAABBc2NlbmRlciBDb3Jwb3JhdGlvbgAAaAB0AHQAcAA6AC8ALwB3AHcAdwAuAGEAcwBjAGUAbgBkAGUAcgBjAG8AcgBwAC4AYwBvAG0ALwAAaHR0cDovL3d3dy5hc2NlbmRlcmNvcnAuY29tLwAAaAB0AHQAcAA6AC8ALwB3AHcAdwAuAGEAcwBjAGUAbgBkAGUAcgBjAG8AcgBwAC4AYwBvAG0ALwB0AHkAcABlAGQAZQBzAGkAZwBuAGUAcgBzAC4AaAB0AG0AbAAAaHR0cDovL3d3dy5hc2NlbmRlcmNvcnAuY29tL3R5cGVkZXNpZ25lcnMuaHRtbAAATABpAGMAZQBuAHMAZQBkACAAdQBuAGQAZQByACAAdABoAGUAIABBAHAAYQBjAGgAZQAgAEwAaQBjAGUAbgBzAGUALAAgAFYAZQByAHMAaQBvAG4AIAAyAC4AMAAATGljZW5zZWQgdW5kZXIgdGhlIEFwYWNoZSBMaWNlbnNlLCBWZXJzaW9uIDIuMAAAaAB0AHQAcAA6AC8ALwB3AHcAdwAuAGEAcABhAGMAaABlAC4AbwByAGcALwBsAGkAYwBlAG4AcwBlAHMALwBMAEkAQwBFAE4AUwBFAC0AMgAuADAAAGh0dHA6Ly93d3cuYXBhY2hlLm9yZy9saWNlbnNlcy9MSUNFTlNFLTIuMAAATwBwAGUAbgAgAFMAYQBuAHMAAE9wZW4gU2FucwAAUwBlAG0AaQBiAG8AbABkACAASQB0AGEAbABpAGMAAFNlbWlib2xkIEl0YWxpYwAAAgAA%2F%2FQAAP9mAGYAAAAAAAAAAAAAAAAAAAAAAAAAAADWAAAAAQACAAMABAAFAAYABwAIAAkACgALAAwADQAOAA8AEAARABIAEwAUABUAFgAXABgAGQAaABsAHAAdAB4AHwAgACEAIgAjACQAJQAmACcAKAApACoAKwAsAC0ALgAvADAAMQAyADMANAA1ADYANwA4ADkAOgA7ADwAPQA%2BAD8AQABBAEIAQwBEAEUARgBHAEgASQBKAEsATABNAE4ATwBQAFEAUgBTAFQAVQBWAFcAWABZAFoAWwBcAF0AXgBfAGAAYQCsAKMAhACFAL0AlgDoAIYAjgCLAJ0AqQCkAQIAigEDAIMAkwDyAPMAjQCXAIgAwwDeAPEAngCqAPUA9AD2AKIArQDJAMcArgBiAGMAkABkAMsAZQDIAMoAzwDMAM0AzgDpAGYA0wDQANEArwBnAPAAkQDWANQA1QBoAOsA7QCJAGoAaQBrAG0AbABuAKAAbwBxAHAAcgBzAHUAdAB2AHcA6gB4AHoAeQB7AH0AfAC4AKEAfwB%2BAIAAgQDsAO4AugDXALAAsQDYAN0A2QCyALMAtgC3AMQAtAC1AMUAhwC%2BAL8AvAEEAQUHdW5pMDBBRAlvdmVyc2NvcmUMZm91cnN1cGVyaW9yBEV1cm8AAAABAAIACAAK%2F%2F8ADwAAAAEAAAAAyYlvMQAAAADJY0iWAAAAAMnt2GQ%3D%29%20format%28%27truetype%27%29%3B%0A%7D%0A%40font%2Dface%20%7B%0Afont%2Dfamily%3A%20%27Source%20Code%20Pro%27%3B%0Afont%2Dstyle%3A%20normal%3B%0Afont%2Dweight%3A%20400%3B%0Asrc%3A%20url%28data%3Aapplication%2Fx%2Dfont%2Dtruetype%3Bbase64%2CAAEAAAAPAIAAAwBwRkZUTWaiaLcAAKVwAAAAHE9TLzJyvPgMAAABeAAAAGBjbWFwVIOo9QAAA8QAAAICY3Z0IAC%2FC3EAAAeAAAAAImZwZ20GWZw3AAAFyAAAAXNnYXNw%2F%2F8AAwAApWgAAAAIZ2x5ZrbD8a4AAAmIAABdUGhlYWT7xXV0AAAA%2FAAAADZoaGVhBi4C3QAAATQAAAAkaG10eDZGLdMAAAHYAAAB6mxvY2F%2FBGjeAAAHpAAAAeJtYXhwAwgBUgAAAVgAAAAgbmFtZXFCsfwAAGbYAAA7ZHBvc3QKYvRKAACiPAAAAylwcmVwJrMjsAAABzwAAABBAAEAAAABBFos1IC0Xw889QAfA%2BgAAAAAzR8W4gAAAADNHxbi%2F%2F%2F%2FBgJVA2sAAAAIAAIAAAAAAAAAAQAAA9j%2B7wAAA%2Bj%2F%2FwAAAlUAAQAAAAAAAAAAAAAAAAAAAAUAAQAAAPAAVgAEAEgABgABAAAAAAAKAAACAACyAAMAAQADAlgBkAAFAAACigJYAAAASwKKAlgAAAFeADIBIAAAAgsFCQMEAwICBCAAAAcAABgBAAAAAAAAAABBREJFAEAADSIVAu7%2FBgAAA9gBEWAAAZMAAAAAAeYCkAAAACAAAQPoAAAAAAAAAU0AAAAAAAACWAAAAAAA4wCDAFcAVQAcACoA9QDQAHoAVABVAMUAVQDbAGMARwBiAEUAOQAnADgATQBGAEQAQwDbAMUAeABVAGsAbQAxACAAZwBCAFUAcwCHADUATwBfAFEAYgCGAFEAUwAwAGYAMQBkAEMAKgBPACsACgA2ACYAQQDiAGMAYwBvADwAuQBRAF0AUAA8AEUAZwBIAF0AWgA3AGoAUQA8AF0APABdADwAkgBIAEUATQAzAAgAQAAxAEcAeAEHAGMATAAAAOMAcQBNADoANQEHAFsAlgAeAKcAUwBVAFUAcACxAK8AVQCuAKwA6wBNAEgA2wDdANAAjgBhABwAHAAnAHsAIAAgACAAIAAgACD%2F%2FwBCAHMAcwBzAHMAXwBfAF8AXwAQAFMAMAAwADAAMAAwAGYALQBPAE8ATwBPACYAZQBYAFEAUQBRAFEAUQBRABEAUABFAEUARQBFAFoAWgBaAFoAPABdADwAPAA8ADwAPABVADwATQBNAE0ATQAxAF0AMQBaACEACwCoAM8AngC5AOsAqACeALEAlgDPANcApwCOAFAAFADRANkA2QBfAGcAZwCXAMUA0wAcAKwAOgBVABwAoQDQAK0ArACsAKkA%2BQCkAJsApQDPANIAAAAAAAMAAAADAAAAHAABAAAAAAD8AAMAAQAAABwABADgAAAANAAgAAQAFAAAAA0AfgD%2FATEBUwLGAtoC3AMEAwgDCgMnHUMdUiAUIBogHiAiIDogRCB0IKwiEiIV%2F%2F8AAAAAAA0AIACgATEBUgLGAtoC3AMAAwgDCgMnHUMdUiATIBggHCAiIDkgRCB0IKwiEiIV%2F%2F8AA%2F%2F3%2F%2BX%2FxP%2BT%2F3P%2BAf3u%2Fe39yv3H%2Fcb9quOP44HgweC%2B4L3guuCk4JvgbOA13tDezgABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQYAAAMAAAAAAAAAAQIAAAAEAAAAAAAAAAAAAAAAAAAAAQAABQYHCAkKCwwNDg8QERITFBUWFxgZGhscHR4fICEiIyQlJicoKSorLC0uLzAxMjM0NTY3ODk6Ozw9Pj9AQUJDREVGR0hJSktMTU5PUFFSU1RVVldYWVpbXF1eX2BhYmMAiImLjZWaoKWkpqinqautrK6vsbCys7W3tri6ub69v8AAdGZna9x6o3JtAHhsAIqcAHUAAGl5AAAAAABufgCqvINlcAAAAABvfwBkhIeZxcbU1dna1te7AMMA3%2BHd3gAAAHvY2wCGjoWPjJGSk5CXmACWnp%2BdxMfJcwAAyHwAAAAAALgAACxLuAAJUFixAQGOWbgB%2F4W4AEQduQAJAANfXi24AAEsICBFaUSwAWAtuAACLLgAASohLbgAAywgRrADJUZSWCNZIIogiklkiiBGIGhhZLAEJUYgaGFkUlgjZYpZLyCwAFNYaSCwAFRYIbBAWRtpILAAVFghsEBlWVk6LbgABCwgRrAEJUZSWCOKWSBGIGphZLAEJUYgamFkUlgjilkv%2FS24AAUsSyCwAyZQWFFYsIBEG7BARFkbISEgRbDAUFiwwEQbIVlZLbgABiwgIEVpRLABYCAgRX1pGESwAWAtuAAHLLgABiotuAAILEsgsAMmU1iwQBuwAFmKiiCwAyZTWCMhsICKihuKI1kgsAMmU1gjIbgAwIqKG4ojWSCwAyZTWCMhuAEAioobiiNZILADJlNYIyG4AUCKihuKI1kguAADJlNYsAMlRbgBgFBYIyG4AYAjIRuwAyVFIyEjIVkbIVlELbgACSxLU1hFRBshIVktALAAKwCyAQECKwGyAgECKwG3AkA2KiEUAAgrALcBTUAyJBcACCsAsgMHByuwACBFfWkYREuwYFJYsAEbsABZsAGOAAAAABQARABWAAAADP8zAAwB5gAMAj4ADAJ%2BAAwCkAAMAsgADAAAAAAAAAAAAAAAAAAAAAAAOABEALoBJAE0AeYB%2FAIeAj4CdAKYAr4CxgLoAwIDZAOcA%2B4EYASyBRgFjAXCBkgGvAbIBtQHBgcSB0QHlggMCFAItAkECUIJgAm2ChYKUgqICsQLFAs6C5AL4Aw0DH4M8A1EDbIN3g4gDlgOuA8UD1IPiA%2BmD8AP3hAIEBwQJBCqESYRdhHuEkwSnBNqE8IUABRWFKYU3hViFboWDhaIFwAXTBeyGAIYVhiQGQIZYBm%2BGfQaVhpqGswbChsKGzgbohwKHGQcxhzkHXAdeB4AHggeFB4qHjIeqh6yHu4fLB82H0AfSB%2B%2BH%2FAf%2BiACIAwgFCAgIDAgQCBQIKAgrCC4IMQg0CDcIOghQiFOIVohZiFyIX4hiiGWIaIhriH%2BIgoiFiIiIi4iOiJGInQi%2FCMIIxQjICMsIzgjfCP4JAQkECQcJCgkNCRAJPglBCUQJRwlKCU0JUAlTCVYJWQl8CX8JggmFCYgJiwmOCZ4JwAnDCcYJyQnMCc8J7YnwifqKDwo5CjsKPQo%2FCkOKSIpQil6KY4pwin0KiIqdiqyKsYq2isAKyQrLis6K0YrVCt6K5IrqivGK9AsTixiLGospCzGLQQtWC2SLaQtuC3YLhQuSC56LqgAAAACAOP%2F9AF1Ap4ABQARAC0AuAAARVi4AAEvG7kAAQANPlm4AABFWLgADy8buQAPAAM%2BWbgACdy4AAXcMDEBJzMHAyMHNDYzMhYVFAYjIiYBBgJQAgo4LSseHisrHh4rAkBeXv6opiMpKSMkKioAAAD%2F%2FwCDAWAB1gKvEiYADI4AEAYADHMAAAAAAgBXAAACBwKKABsAHwCLALgAAEVYuAAILxu5AAgACz5ZuAAARVi4AAwvG7kADAALPlm4AABFWLgAGy8buQAbAAM%2BWbgAAEVYuAAXLxu5ABcAAz5ZuwACAAEAAQAEK7sABgABAAUABCu4AAYQuAAK0LgADtC4AAUQuAAe0LgAEdC4AAIQuAAf0LgAEtC4AAEQuAAZ0LgAFdAwMTcjNTM3IzUzNzMHMzczBzMVIwczFSMHIzcjByMTNyMHpk9WE1VbGDUXhBg1F1FXE1ZdGDYZhRg22ROFEsw5lDq3t7e3OpQ5zMzMAQWUlAAAAAABAFX%2FkgIAAuwAMQBHALgAFi%2B4ACwvuAAr3LkABQAB9LgAFhC4ABfcugAIABcAKxESObgAFNC4ABcQuQAeAAH0ugAhACsAFxESObgAKxC4AC7QMDEBLgMjIgYVFB4EFRQOAgcVIzUuASc3HgEzMjY1NC4ENTQ2NzUzFR4BFwHDER8iKBkzOy9HUkcvGS9BJzw4ZCMnJls5PD0vRlNGL1lJPDdKHgHtDRUPCC0mHCQeHio8LiA3KRsEkpEFLB05GykxJh8pIB4pOSw%2FUAiEgwUqHQAA%2F%2F8AHP%2F0Aj0CihInAOT%2FewFNECYA3wAAEAcA5ACGAAAAAwAq%2F%2FQCQQKcAA0AGwBHAJAAuAAARVi4ADMvG7kAMwANPlm4AABFWLgAIS8buQAhAAM%2BWbgAAEVYuAAcLxu5ABwAAz5ZuAAhELkABQAB9LoACAAhADMREjm6ABEAMwAhERI5uAARELgAK9C4AAvQuAAzELkAGQAB9LgACBC4AB7QuAARELkAOwAB9LgAHhC4AEXQuAA%2B0LgAHBC4AEfQMDE3FB4CMzI2Ny4BJw4BExQWFz4DNTQmIyIGASYnDgEjIi4CNTQ%2BAjcuATU0PgIzMhYVFA4CBx4BFz4BNzMOAQcWF3oUIi4aHzoaMFUiICpGEA4VJR0QGyEjJgFqQUgkVzgsSDMdFCMsGBUXFSU1IT1CGSgyGiBTLRwpDkwSNCQ8Na8bLSARHBgqZDYcPQEtGzoeDx8hJRYdKzb9yRQ3IygbMEMoIDYtJxIpTyMhOCoYSDogNC8pFDNeJyhfOUF2NC4RAAABAPUBYAFjAq8ABQALALoAAgAEAAMrMDETJzMPASP3Am4CGTgCQW5u4QAAAAEA0P9QAd4C3AAOAAsAugAGAAAAAyswMQUuATU0NjcXDgEVFBYXBwGxaHl5aC1lX19lLbBR5JGR5FEqVch%2Ff8hVKgAAAQB6%2F1ABiALcAA0ACwC6AAcADQADKzAxFz4BNTQmJzceARUUBgd6ZV9fZS1oeXlohlXIf3%2FIVSpR5JGR5FEAAAEAVABvAgQCLAAOAC8AuAAOL7oAAQAOAAUREjm4AAEQuQAEAAH0uAAH0LgAARC4AArQuAAOELgADNAwMT8BJzcXNzMXNxcHFwcnB4psohCnCTAJpxCibCp4eI2lRi43vb03LkalHp%2BfAAAAAAEAVQBoAgMCLAALAB0AuwACAAEAAQAEK7gAAhC4AAbQuAABELgACdAwMQEjNTM1MxUzFSMVIwELtrZCtrZCASs%2Bw8M%2BwwAAAAEAxf8rAYwAmwASAAsAugAMAAYAAyswMRc%2BATcOASMiJjU0NjMyFhUUBgfFPj4CBQkFIC4wIC0tXVOhHE88AQElJiUnRTtYeR8AAP%2F%2FAFUBKwIDAWkSBgDiAAAAAQDb%2F%2FQBfQCdAAsAGAC4AABFWLgACS8buQAJAAM%2BWbgAA9wwMTc0NjMyFhUUBiMiJtsvIiIvLyIiL0gmLy8mJi4uAAABAGP%2FYAH1AsYAAwAYALgAAEVYuAACLxu5AAIADz5ZuAAA3DAxFyMBM61KAUhKoANmAAAAAwBH%2F%2FQCEQKKAAsAGwAnAEsAuAAARVi4AAYvG7kABgALPlm4AABFWLgAAC8buQAAAAM%2BWbgABhC5AAwAAfS4AAAQuQAUAAH0ugAcABQADBESObgAHC%2B4ACLcMDEFIiY1NDYzMhYVFAYDIg4CFRQWMzI2NTQuAgMiJjU0NjMyFhUUBgEsa3p6a2t6emshOCkWVUNDVRYpOCEZJSUZGSUlDK2goaiooaCtAlQeQWNFiYKCiUVjQR7%2BvSMgHyMjHyAjAAAAAAEAYgAAAhACfgAMAD0AuAAARVi4AAovG7kACgALPlm4AABFWLgAAi8buQACAAM%2BWbkAAwAB9LgAANC4AAoQuAAF0LkABwAB9DAxJRUhNTMRIzU%2BATczEQIQ%2FlK1iDNMHj1EREQB1jUIFxD9xgAAAAABAEUAAAIKAooAHwBDALgAAEVYuAAPLxu5AA8ACz5ZuAAARVi4AB4vG7kAHgADPlm5ABwAAfS4AADQugAFAA8AHhESObgADxC5AAgAAfQwMTc%2BAzU0JiMiBgcnPgEzMh4CFRQOAgc%2BATsBFSFJUX1VLERHLU0fLytjRDBNNh0rTmxBHT0d0v4%2FMUh0YVQoN0YtIC8sNRsxRiotW2FpOwIERwAAAAEAOf%2F0AgYCigAzAFMAuAAARVi4AB0vG7kAHQALPlm4AABFWLgAMC8buQAwAAM%2BWbkAAwAB9LoADQAdADAREjm4AA0vuQAOAAH0uAAdELkAFgAB9LoAJgANAA4REjkwMTceATMyPgI1NC4CIzUyPgI1NCYjIgYHJz4BMzIeAhUUBgcVHgMVFA4CIyImJ2MgWT4hOCkXGThYPzlPMhdHOy1QICwoZj4tTTkgTDwgOSwZJD9UMFNwI4QeLhEeKxscLyISPxIgLBkvNiQdNCMtFik8JzpKFAQHGyk2ISpELxk3IwAAAAIAJwAAAiECfgAJABQAWQC4AABFWLgAES8buQARAAs%2BWbgAAEVYuAANLxu5AA0AAz5ZuwAOAAEAAAAEK7gAERC5AAQAAfS4AAAQuAAJ0LgADhC4AAvQuAAJELgAENC4AAAQuAAT0DAxJTU%2BATcjDgEPAQUjFSM1ITUBMxEzAXABAgIFDyIQrQGfY07%2BtwE%2FWGPyxho9GhcvF9pCsLA3AZf%2BdAAAAQA4%2F%2FQCCgJ%2BACgAVQC4AABFWLgAEi8buQASAAs%2BWbgAAEVYuAAjLxu5ACMAAz5ZuwAZAAEADQAEK7gAIxC5AAUAAfS6ABYAIwASERI5uAAWELgAEdC4ABIQuQAUAAH0MDE3HgMzMj4CNTQmIyIGBycTIRUhBz4BMzIeAhUUDgIjIi4CJ2EQJCs1ICI7LBlVSCg4IiwVAWn%2B4BEcNSUuUDsiJ0JVLitFNy0SgQ4bFAwVJjYhQkoUExwBM0e9DA4YMUs0NFA3HQ8YHxEAAgBN%2F%2FQCFgKKAA0AMABXALgAAEVYuAAtLxu5AC0ACz5ZuAAARVi4ACMvG7kAIwADPlm7AAgAAQAZAAQruAAjELkAAAAB9LoAFgAjAC0REjm4ABYQuQALAAH0uAAtELkAEQAB9DAxJTI%2BAjU0JiMiBgceARMuASMiDgIHPgEzMh4CFRQOAiMiLgI1ND4CMzIWFwFBHDIkFUZCJlQpCVXhGUIkJkY1IQEmXzAsSTUdIzpNKzRZQiUsSmE0O1cgNRQlMyBCRScvXWAB3hcbHEBpTSYtGTFKMS5LNh4mTXNNYIdVJycdAAAAAAEARgAAAhQCfgAPADMAuAAARVi4AAcvG7kABwALPlm4AABFWLgAAC8buQAAAAM%2BWbgABxC5AAUAAfS4AAnQMDEzPgM3ITUhFQ4DByPiBBoyTTf%2BkAHOP1IyFgNWW5WGfkNHM0iEiZheAAAAAAMARP%2F0AhMCigANABoAQABXALgAAEVYuAApLxu5ACkACz5ZuAAARVi4ADwvG7kAPAADPlm5AAMAAfS4ACkQuQATAAH0ugALAAMAExESObgACy%2B4ADHQuAAxL7gADty4AAsQuAAg3DAxNxQWMzI2NTQuAicOATc2NTQmIyIGFRQeAgc0PgI3NS4BNTQ%2BAjMyHgIVFAYHFR4DFRQOAiMiLgKPV0pITB82SSovPtFQQj82QhouPfgYJjEaKDkdNUgrL0kzGzkoGi4iEx86VTc2VzwhqzZEPjIhLSAZDhpBgTpGMEE4Lx0pIBnEITQqHwwEGUkzJTwrGBktPyUtTxwEDR4mMyIkPi4aGi9AAAACAEP%2F9AIMAooADQAwAFcAuAAARVi4ACMvG7kAIwALPlm4AABFWLgALS8buQAtAAM%2BWbsAAAABABkABCu6ABYALQAjERI5uAAWELkAAwAB9LgAIxC5AAYAAfS4AC0QuQARAAH0MDEBMjY3LgEjIg4CFRQWBx4BMzI%2BAjcOASMiLgI1ND4CMzIeAhUUDgIjIiYnARklVCoKU0cdMSQVRVkYQiUmRTUgAiddMSxJNB0iO00qNFpCJS1KYDQ7VyABNicuXmAUJTQfQkXLFxwcQWhNJiwZMUoxLks2HiZNc01gh1UnJh0AAAD%2F%2FwDb%2F%2FQBfQIDEicAEwAAAWYQBgATAAD%2F%2FwDF%2FysBjAIDEicAEwAAAWYQBgARAAAAAQB4ADAB7QJoAAcAOwC7AAAAAQAHAAQruAAAELgAAtC4AAIvuQABAAH0ugAEAAAABxESObgABxC4AAXQuAAFL7kABgAB9DAxEyUVBRUFFSV4AXX%2B0wEt%2FosBa%2F1PywTLT%2F0A%2F%2F8AVQDBAgMB1BImAOIAaxAGAOIAlgAAAAEAawAwAeACaAAHADsAuwAHAAEAAAAEK7gAABC4AALQuAACL7kAAQAB9LoABAAHAAAREjm4AAcQuAAF0LgABS%2B5AAYAAfQwMQEFNSU1JTUFAeD%2BiwEt%2FtMBdQEt%2FU%2FLBMtP%2FQACAG3%2F9AHfAqoAHQApACoAuAAARVi4ACcvG7kAJwADPlm7ABEAAQAKAAQruAAnELgAIdy4AADcMDE3Jj4ENTQmIyIGByc%2BATMyHgIVFA4EFwc0NjMyFhUUBiMiJvIGEiMsJxo3NyZBGzEiXDoqRDEbGyctJRUFZiseHisrHh4r6CQ4LignKhoqNx8bLSMuFik5JCEzKygsMyCmIykpIyQqKgAAAAIAMf9wAiICewA0AD0APwC7AB4AAQAlAAQruwAvAAEAFAAEK7sAOAABAAYABCu7ADsAAQAOAAQrugACAAYALxESObgAAhC5ADoAAfQwMSUjJyMOASMiLgI1NDY3NTQuAiMiDgIVFB4CMzI2NxcOASMiLgI1ND4CMzIeAhUFFBYzMjc1DgECIjIHBBZHJxsvIxSIgBEkOSctUj8lJD5UMS1DHRwnUjI7alAvLVBrPjRMMhn%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%2FW%2Fso%2FQz05%2BAAAAQBC%2F%2FQCKgKcACEAOQC4AABFWLgABS8buQAFAA0%2BWbgAAEVYuAAdLxu5AB0AAz5ZuAAFELkADAAB9LgAHRC5ABYAAfQwMRM0PgIzMhYXBy4BIyIOAhUUHgIzMjY3Fw4BIyIuAkIrTmxAPFodLxpAKi9NNh0dNk0vLUYgMCdiPz5pTSwBSE9%2BWC8wIDUbISVFYj0%2BY0YmJiMzLTIuV38AAAIAVQAAAiUCkAAKABMAOQC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAAKLxu5AAoAAz5ZuAAAELkAEgAB9LgAChC5ABMAAfQwMRMzMhYVFA4CKwE3MjY1NCYrARFVoJWbJ0xwSaSbcG9vcEgCkKidTntVLUSKfX2E%2FfgAAAABAHMAAAISApAACwBNALgAAEVYuAAALxu5AAAADT5ZuAAARVi4AAsvG7kACwADPlm4AAAQuQADAAH0ugAHAAsAABESObgABy%2B5AAQAAfS4AAsQuQAIAAH0MDETIRUhFSEVIRUhFSFzAZX%2BvwEP%2FvEBS%2F5hApBGzkfuRwAAAQCHAAACGAKQAAkAQwC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAAJLxu5AAkAAz5ZuAAAELkAAwAB9LoABwAJAAAREjm4AAcvuQAEAAH0MDETIRUhFSEVIREjhwGR%2FsIBDf7zUwKQRt5G%2FtoAAQA1%2F%2FQCFQKcACcATQC4AABFWLgABS8buQAFAA0%2BWbgAAEVYuAAjLxu5ACMAAz5ZuAAFELkADgAB9LgAIxC5ABgAAfS6AB0AIwAFERI5uAAdL7kAHgAB9DAxEzQ%2BAjMyHgIXBy4BIyIOAhUUHgIzMjY3NSM1MxEOASMiLgI1K01rQCE2LSMOLxg%2BMC5LNh0bM0wwIzwTg9AgZEA%2BaEwqAUhPf1cvDhccDzUaIiVFYj0%2BY0YmFRKrRf7sICwuV38AAQBPAAACCQKQAAsASQC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAALLxu5AAsAAz5ZugAJAAsAABESObgACS%2B5AAIAAfS4AAAQuAAE0LgACxC4AAfQMDETMxEhETMRIxEhESNPVAESVFT%2B7lQCkP7tARP9cAE1%2FssAAQBfAAAB%2BQKQAAsAQQC4AABFWLgABC8buQAEAA0%2BWbgAAEVYuAALLxu5AAsAAz5ZuQAAAAH0uAAEELkAAwAB9LgABtC4AAAQuAAJ0DAxNzMRIzUhFSMRMxUhX6OjAZqjo%2F5mRwIDRkb9%2FUcAAQBR%2F%2FQB7QKRABMANQC4AABFWLgACS8buQAJAA0%2BWbgAAEVYuAAQLxu5ABAAAz5ZuQADAAH0uAAJELkABwAB9DAxNx4BMzI2NREhNSERFA4CIyImJ4cdSCZHQf7tAWYWM1M9OGkikywqS1EBckb%2BQS5RPCM0OQAAAQBiAAACQwKQAAwAawC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAAELxu5AAQADT5ZuAAARVi4AAsvG7kACwADPlm4AABFWLgACC8buQAIAAM%2BWboAAwAHAAAREjm6AAkABwAAERI5uAAJELgABtC4AAMQuAAK0DAxEzMRMwEzBxMjAwcVI2JUAwEUXs%2FnXb5yVAKQ%2FrcBSfr%2BagFVhdAAAAEAhgAAAh0CkAAFACsAuAAARVi4AAAvG7kAAAANPlm4AABFWLgABS8buQAFAAM%2BWbkAAgAB9DAxEzMRIRUhhlIBRf5pApD9t0cAAAABAFEAAAIHApAAHQBNALgAAEVYuAAALxu5AAAADT5ZuAAARVi4AB0vG7kAHQADPlm7ABIAAQAEAAQruAAAELgABtC4AB0QuAAJ0LgAABC5ABYAAfS4ABDQMDETMxMXMzcTMxEjETQ%2BAjcjDwEjLwEjHgMVESNRXF0hBCBcXEcCAwMCAytaLVosAwEEBAJGApD%2B6WpqARf9cAFxFDY3NRSM%2Ff2MFDU3NhT%2BjwAAAQBTAAACBQKQABMAWQC4AABFWLgAAS8buQABAA0%2BWbgAAEVYuAALLxu5AAsAAz5ZugACAAEACxESObkABAAB9LgAARC4AAjQugAMAAsAARESObgAARC5AA0AAfS4AAsQuAAS0DAxEzMTFzMuATURMxEjAycjHgEVESNTVdVCAgIJT1XVQgICCU8CkP5ihjFrNAFU%2FXABnoYzZzP%2BqQAAAAIAMP%2F0AigCnAATACcANQC4AABFWLgACi8buQAKAA0%2BWbgAAEVYuAAALxu5AAAAAz5ZuQAUAAH0uAAKELkAHgAB9DAxBSIuAjU0PgIzMh4CFRQOAicyPgI1NC4CIyIOAhUUHgIBLDhcQyUlQ1w4N11DJSVDXTclPisYGCs%2BJSY9KxgYKz0MMFl%2FT099Vy4vV31OT39ZMEkmR2M%2BPWJEJSVEYj0%2BY0cmAAIAZgAAAiECkAAOABcARwC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAAOLxu5AA4AAz5ZugAMAA4AABESObgADC%2B4AAAQuQAWAAH0uAAMELkAFwAB9DAxEzMyHgIVFA4CKwERIxMyNjU0JisBEWbJNlo%2FIyNAWTZ2U75XU1VVawKQFC1KNjRMMhn%2B%2FAFIQUZHN%2F77AAACADH%2FXQIpAp0AEwA0AEsAuAAARVi4ACQvG7kAJAANPlm4AABFWLgAGi8buQAaAAM%2BWbsAMQABABcABCu4ABoQuQAFAAH0uAAkELkADwAB9LgAGhC4AC7QMDETFB4CMzI%2BAjU0LgIjIg4CAQ4BIyImJy4DNTQ%2BAjMyHgIVFA4CBx4BMzI2N4YXKz0mJT0rFxcrPSUmPSsXAaMQJBZXbRkvTTceJEJcODdcQiQdNEstEUozDxkJAUs9ZEcnJ0dkPT1jRSUlRWP94wYIWEMIN1d2R099Vy8vV35ORnRXOAkqKwYEAAACAGQAAAIpApAACAAYAFMAuAAARVi4AA4vG7kADgANPlm4AABFWLgADS8buQANAAM%2BWboACwANAA4REjm4AAsvuQAAAAH0uAAOELkACAAB9LgADRC4AAnQuAALELgAF9AwMRMzMjY1NCYrAQEDIxEjETMyHgIVFAYHE7dtTVFRTW0BE551U8wyVD0iUEOnAVk%2FQEE0%2FbMBFf7rApATLEYzTVwR%2FuIAAAABAEP%2F9AIZApwAMwBJALgAAEVYuAAWLxu5ABYADT5ZuAAARVi4ADAvG7kAMAADPlm5AAMAAfS6AAYAMAAWERI5uAAWELkAHQAB9LoAIAAWADAREjkwMTceATMyNjU0LgIvAS4DNTQ%2BAjMyFhcHLgEjIgYVFB4CHwEeAxUUDgIjIiYndSViNkZMEiArGV4ZMikaIDlPLz5oJCwgTTE8RhUhKhVcHjUnFyA8VjZIeS2PJS07MBkjGRQLKQocKDckJUAvGi0kNh0hMy0YIRkSCSgMHyk3JCdEMx00LQAAAQAqAAACLgKQAAcAMwC4AABFWLgAAi8buQACAA0%2BWbgAAEVYuAAHLxu5AAcAAz5ZuAACELkAAQAB9LgABdAwMQEjNSEVIxEjAQLYAgTYVAJKRkb9tgAAAAEAT%2F%2F0AgkCkAAZADMAuAAARVi4AAAvG7kAAAANPlm4AABFWLgAFC8buQAUAAM%2BWbkABwAB9LgAABC4AA3QMDETMxEUHgIzMj4CNREzERQOAiMiLgI1T1QVJTIeHjImFVEhOlEwMFI7IQKQ%2FmYzRysUFCtHMwGa%2FmhHYj8cHD9iRwAAAAEAKwAAAi0CkAAPADMAuAAARVi4AAAvG7kAAAANPlm4AABFWLgADy8buQAPAAM%2BWbkABQAB9LgAABC4AAzQMDETMxMeARczPgM3EzMDIytYahEcEgQJEA8PCGlV0GECkP6eO2Q6HTU0Nh0BYv1wAAABAAoAAAJOApEAIQBNALgAAEVYuAABLxu5AAEADT5ZuAAARVi4ACAvG7kAIAADPlm7ABwAAQAKAAQruAAgELkABgAB9LgAD9C4AAEQuAAU0LgAIBC4ABfQMDETMxMeARczPgE%2FATMXHgEXMz4BNxMzAyMDLgEnIw4BBwMjClM1AgkDAwsVCkU7RQkVCwQDCAMyT2FcSwcMBQMGDAhIWgKR%2FmQqTykpUCny8ihRKSlQKQGc%2FW8BEx08HR08Hf7tAAABADYAAAIiApAAGQBdALgAAEVYuAACLxu5AAIADT5ZuAAARVi4ABgvG7kAGAADPlm6AAAAGAACERI5ugAGABgAAhESObgAAhC4AAvQugANABgAAhESObgAGBC4AA%2FQugAUABgAAhESOTAxEwMzFx4BFzM%2BAT8BMwMTIycuAScjDgEPASP6t1xcDRgQBA4VDFpYt8RcYw4bEQQOGg1iWAFTAT2oFysdHSsXqP6%2F%2FrGxGDMeHjMYsQAAAQAmAAACMgKQAA8AQAC4AABFWLgAAS8buQABAA0%2BWbgAAEVYuAALLxu5AAsADT5ZuAAARVi4AA4vG7kADgADPlm6AAcADgABERI5MDElAzMXHgEXMz4BPwEzAxUjAQLcWGMTJBQEFCYTX1bcVOoBpsMmSygoTCbC%2FlrqAAEAQQAAAhsCkQAJAD0AuAAARVi4AAMvG7kAAwANPlm4AABFWLgACC8buQAIAAM%2BWbkABgAB9LgAANC4AAMQuQABAAH0uAAF0DAxNwEhNSEVASEVIUEBb%2F6xAbX%2BkAF1%2FiYyAhlGMv3oRwAAAAEA4v9oAfYCxAAHABcAuwAFAAEABgAEK7sAAQABAAIABCswMRMhFSMRMxUh4gEU09P%2B7ALEMP0EMAAAAAEAY%2F9gAfUCxgADABgAuAAARVi4AAAvG7kAAAAPPlm4AALcMDETMwEjY0oBSEoCxvyaAAABAGP%2FaAF3AsQABwAXALsAAAABAAUABCu7AAQAAQABAAQrMDEFESM1IREhNQE10gEU%2FuxoAvww%2FKQwAAABAG8BHAHpAp4ACQAmALgAAEVYuAAALxu5AAAADT5ZuAAC3LoABQAAAAIREjm4AAnQMDEBMxMjLwEjDwEjAQhImUhCMQQxQkgCnv5%2BsIWFsAAAAAABADz%2FdAIc%2F7sAAwANALsAAAABAAEABCswMQUVITUCHP4gRUdHAAD%2F%2FwC5Aj0BbQLREgYAygAAAAIAUf%2F0AgMB8gAhAC8AgAC4AABFWLgAEy8buQATAAc%2BWbgAAEVYuAAdLxu5AB0AAz5ZuAAARVi4ABcvG7kAFwADPlm6AAUAEwAXERI5uAAFL7gAExC5AAoAAfS4AB0QuQAnAAH0ugANAAoAJxESOboAGQAXABMREjm4ABkQuQAqAAH0uAAFELkAKwAB9DAxNzQ%2BAjcuAyMiBgcnPgMzMhYVESMnIw4BIyIuAjcUHgIzMjY3NQ4DUSdVhl4BDh4xIzBYIiASMTc%2BIGRhQwcDKWM0IjwtGlASHScVKlEqTmk%2FGn4pPSwcCBksIRQlFTgMGRQNbVv%2B1kIgLhMjMycVHRMJJSOABhYfJwAAAAACAF3%2F9AIcAsgAFgAnAIMAuAAARVi4AAYvG7kABgAHPlm4AABFWLgAAC8buQAAAA8%2BWbgAAEVYuAAQLxu5ABAAAz5ZuAAARVi4ABYvG7kAFgADPlm6AAMABgAQERI5ugAUABAABhESObgAFBC5ABcAAfS4ABAQuQAaAAH0uAAGELkAJAAB9LgAAxC5ACcAAfQwMRMzFQc%2BATMyHgIVFA4CIyImJyMHIzceATMyPgI1NC4CIyIGB11SAiNXKzFMMxokPVArI1EjAwdCUiNHGiA2KBYQITQkIEkmAsjCXiIoI0FbOD5iRCMjHzZyHxobMUgtKEIvGiMmAAEAUP%2F0AhsB8gAhADkAuAAARVi4AAUvG7kABQAHPlm4AABFWLgAHS8buQAdAAM%2BWbgABRC5AAwAAfS4AB0QuQAWAAH0MDE3ND4CMzIWFwcuASMiDgIVFB4CMzI2NxcOASMiLgJQK0pjNzxXHikeQSYqRjEcGzFFKi1LHyQoYzY5YUgo8j1fQiIqHTUaHhsyRSoqRDEbIxo1JCgiQV8AAAACADz%2F9AH7AsgAFgAkAIMAuAAARVi4AAUvG7kABQAHPlm4AABFWLgACi8buQAKAA8%2BWbgAAEVYuAASLxu5ABIAAz5ZuAAARVi4AAwvG7kADAADPlm6AAgABQASERI5ugAOABIABRESObgAEhC5ABoAAfS4AA4QuQAcAAH0uAAIELkAHQAB9LgABRC5ACAAAfQwMTc0PgIzMhYXJzUzESMnIw4BIyIuAjcUFjMyNzUuASMiDgI8JT1QKy1EIgNSRAcDHlMtME04HlVLREhBIT8gIDcpGPI7X0IkIh1au%2F04QB8tIkFePlhiSfIfGhsxRAACAEX%2F9AIZAfIAHgAnAEMAuAAARVi4AAUvG7kABQAHPlm4AABFWLgAGi8buQAaAAM%2BWbsAJwABAA0ABCu4ABoQuQATAAH0uAAFELkAIgAB9DAxNzQ%2BAjMyHgIVFAYHIR4DMzI2NxcOASMiLgIlNCYjIg4CB0UqRVkvNFI5HgEC%2FoQBHTFDKCtHIh0kXDs2X0cpAYhMRB43LB4F8jxfQiMhPFQzDRkJJz4sGBgVNhciI0FeZElOFCc4JAAAAAEAZwAAAkIC1AAWAFYAuAAARVi4ABQvG7kAFAAPPlm4AABFWLgAEC8buQAQAAc%2BWbgAAEVYuAAMLxu5AAwAAz5ZuAAUELkAAwAB9LgAEBC4AAfQuAAQELkADQAB9LgACtAwMQEuASMiBh0BMxUjESMRIzU3NTQ2MzIXAi8eMyBCOczMUYuLX2VIRAJ6DglDPCxD%2Fl0Boz4FKVlsHAAAAAADAEj%2FIAI2AfIAEQBFAFUAsgC4AABFWLgAJS8buQAlAAc%2BWbgAAEVYuAAoLxu5ACgABz5ZuAAARVi4ACcvG7kAJwAHPlm4AABFWLgAQy8buQBDAAU%2BWbgAAEVYuAAMLxu5AAwAAz5ZuABDELkAAwAB9LgADBC4AA%2FQuAAV0LgADBC5ADoAAfS4ADLcuQBGAAH0ugA1AEYAMhESObgANRC4ABzQuAAoELkAKQAB9LgAJxC5ACoAAfS4ACUQuQBOAAH0MDEXFBYzMj4CNTQmKwEiJicOAQc0Njc1LgE1NDY3NS4BNTQ%2BAjMyFzMVIx4BFRQOAiMiJicGFRQWOwEyFhUUDgIjIiYTMjY1NC4CIyIOAhUUFo9RTipEMBk3OF8VJRAjG0cpJxQeHhwZIx80RScoIMmCERwdM0UnEysUJjUwbV5bJkZkPmt12y9BEh4pFxcpHhJCUSYwERwkEyMYAwUTKR0dOBcECyYfFzETBBM%2FLChALRkMPxI0ICc%2BKxcJCRggHRs0PiI%2BLhxGAWs%2BNRkqHhERHioZNT4AAAAAAQBdAAACCwLIABYAZQC4AABFWLgAAC8buQAAAA8%2BWbgAAEVYuAAGLxu5AAYABz5ZuAAARVi4ABYvG7kAFgADPlm4AABFWLgACy8buQALAAM%2BWboAAwAGAAsREjm4AAYQuQAPAAH0uAADELkAFAAB9DAxEzMVBz4BMzIWFREjETQmIyIOAgcRI11SBCdYOVdRUjQ8FiUkJhVSAsjCcyk2Y2H%2B0gEjRUMLFiEW%2Fq0AAAACAFoAAAGeAskABQARADsAuAAARVi4AAAvG7kAAAAHPlm4AABFWLgAAi8buQACAAM%2BWbgAABC5AAQAAfS4AAAQuAAG3LgADNwwMRMhESMRIyUiJjU0NjMyFhUUBloBNFLiAQIdJSUdHCYmAeb%2BGgGjpyIdHSMjHR0iAAAAAgA3%2FycBngLJABUAIQBBALgAAEVYuAAALxu5AAAABz5ZuAAARVi4AAcvG7kABwAFPlm5AA4AAfS4AAAQuQAUAAH0uAAAELgAFty4ABzcMDETIREUDgIjIiYnNx4BMzI%2BAjURIyUiJjU0NjMyFhUUBloBNBQvTjsmSB0bGjkcJDAcC%2BIBAh0lJR0cJiYB5v4OLUs3HhMOPQ0OEiIxHwG1pyIdHSMjHR0iAAAAAAEAagAAAj4CyAAMAG0AuAAARVi4AAQvG7kABAAHPlm4AABFWLgAAC8buQAAAA8%2BWbgAAEVYuAAMLxu5AAwAAz5ZuAAARVi4AAgvG7kACAADPlm6AAIAAAAMERI5ugAJAAAACBESObgACRC4AAbQuAACELkACgAB9DAxEzMRMwEzBxMjJwcVI2pSBAEGXsLcXLNzUgLI%2Fh4BAMH%2B2%2FNvhAABAFH%2F9AIZAsgAEAA1ALgAAEVYuAAALxu5AAAADz5ZuAAARVi4AAsvG7kACwADPlm5AAUAAfS4AAAQuQAQAAH0MDETMxEUFjMyNxcOASMiJjURI1H4MywoNBUhOihOUaYCyP3VNi8XPgwRWFcB4gAAAQA8AAACLAHyACAAowC4AABFWLgABi8buQAGAAc%2BWbgAAEVYuAALLxu5AAsABz5ZuAAARVi4AAAvG7kAAAAHPlm4AABFWLgAIC8buQAgAAM%2BWbgAAEVYuAAYLxu5ABgAAz5ZuAAARVi4ABAvG7kAEAADPlm6AAIAIAAAERI5uAACELgACNC4AAsQuQATAAH0uAAIELkAFgAB9LgABhC5ABsAAfS4AAIQuQAeAAH0MDETMxczPgEzMhc%2BATMyFhURIxE0IyIGBxEjETQjIgYHESM8QAcDEjEqShIWNCkzN081GiYTQjcaJBNPAeZAIipUJi5NSf6kAVVWJSb%2BoAFVViUm%2FqAAAAAAAQBdAAACCwHyABYAZQC4AABFWLgABi8buQAGAAc%2BWbgAAEVYuAAALxu5AAAABz5ZuAAARVi4ABYvG7kAFgADPlm4AABFWLgACy8buQALAAM%2BWboAAgAGABYREjm4AAYQuQAPAAH0uAACELkAFAAB9DAxEzMXMz4BMzIWFREjETQmIyIOAgcRI11EBwQmWDlXUVI0PBYlJCYVUgHmUyk2Y2H%2B0gEjRUMLFiEW%2Fq0AAAACADz%2F9AIcAfIAEwAnADUAuAAARVi4AAUvG7kABQAHPlm4AABFWLgADy8buQAPAAM%2BWbkAGQAB9LgABRC5ACMAAfQwMTc0PgIzMh4CFRQOAiMiLgI3FB4CMzI%2BAjU0LgIjIg4CPCdCVzAwV0InJ0JXMDBXQidVFik5IyM5KRYWKTkjIzkpFvI9X0IiIkJfPTxfQSIiQV88KkQxGxsxRCoqRTIbGzJFAAACAF3%2FMwIcAfIAFgAlAIMAuAAARVi4AAkvG7kACQAHPlm4AABFWLgAAy8buQADAAc%2BWbgAAEVYuAATLxu5ABMAAz5ZuAAARVi4AAIvG7kAAgAFPlm6AAUACQATERI5ugAWABMACRESObgAFhC5ABcAAfS4ABMQuQAaAAH0uAAJELkAIgAB9LgABRC5ACUAAfQwMRcVIxEzFzM%2BATMyHgIVFA4CIyImJzceATMyNjU0LgIjIgYHr1JEBwMiWS0xSzMaJD1QLCJPIQIjRhlCVBAhNCQgSSYppAKzPiAqI0FbOT5hRCMhHj8fGmZbKEIvGiMmAAAAAgA8%2FzMB%2BwHyABYAJACDALgAAEVYuAAFLxu5AAUABz5ZuAAARVi4AAsvG7kACwAHPlm4AABFWLgAEi8buQASAAM%2BWbgAAEVYuAANLxu5AA0ABT5ZugAIAAUAEhESOboADwASAAUREjm4ABIQuQAaAAH0uAAPELkAHAAB9LgACBC5AB0AAfS4AAUQuQAgAAH0MDE3ND4CMzIWFzM3MxEjNTcOASMiLgI3FBYzMjc1LgEjIg4CPCU9UCstRiMDB0JSBCBRLTBNOB5VS0RIQSE%2FICA3KRjyO19CJCIgNv1Ns1gfKyJBXj5YYknyHxobMUQAAQCSAAACGQHyABIAVAC4AABFWLgAAC8buQAAAAc%2BWbgAAEVYuAAGLxu5AAYABz5ZuAAARVi4ABEvG7kAEQADPlm6AAIAEQAAERI5uAAGELkADQAB9LgAAhC5ABAAAfQwMRMzFzM%2BATMyFhcHLgEjIgYHESOSRAcDJm9EGy4XExojHTdlLFIB5nM7RAkLRwkIP0z%2B4wAAAAABAEj%2F9AIOAfIALQBJALgAAEVYuAATLxu5ABMABz5ZuAAARVi4ACovG7kAKgADPlm5AAMAAfS6AAYAKgATERI5uAATELkAGgAB9LoAHwATACoREjkwMTceATMyNjU0JicuAzU0PgIzMhYXBy4BIyIOAhUUFhceARUUDgIjIiYncCleQkJARVkmQzIeGjNNMjdoJCggTi0iLhwMUkJjXxw3UTRIeS12HiQsIBwsFgkaIyoaHTMlFSUZNRccCxMaDh4nERlAOB40KBctHwABAEX%2F9AIiAm4AGwBNALgABS%2B4AABFWLgAAy8buQADAAc%2BWbgAAEVYuAAWLxu5ABYAAz5ZuAADELkAAQAB9LgAAxC4AAfQuAABELgACNC4ABYQuQAPAAH0MDETIzU%2FATMVMxUjFRQeAjMyNjcXDgEjIi4CNc6JjAtE7%2B8MHDAjIzgaEiFQKDVIKxMBoz4FiIhD5yExIhEMCjwMER01Si0AAQBN%2F%2FQB%2BQHmABQAZQC4AABFWLgACi8buQAKAAc%2BWbgAAEVYuAATLxu5ABMABz5ZuAAARVi4AAYvG7kABgADPlm4AABFWLgAAC8buQAAAAM%2BWboAAgAGABMREjm4AAYQuQAPAAH0uAACELkAEgAB9DAxISMnIw4BIyImNREzERQWMzI2NxEzAflDBwQlVzlYUVMzPSpEKVJVKzZjYQEu%2Ft1FQysvAVEAAQAzAAACJQHmAA0APAC4AABFWLgAAC8buQAAAAc%2BWbgAAEVYuAAKLxu5AAoABz5ZuAAARVi4AA0vG7kADQADPlm5AAUAAfQwMRMzEx4BFzM%2BATcTMwMjM1NwDxsNBA0ZD3BPyVwB5v7sJUcjI0clART%2BGgABAAgAAAJQAeYAIQB0ALgAAEVYuAAALxu5AAAABz5ZuAAARVi4AAovG7kACgAHPlm4AABFWLgAFC8buQAUAAc%2BWbgAAEVYuAAhLxu5ACEAAz5ZuAAARVi4ABcvG7kAFwADPlm6AAYAAAAhERI5uAAGELgAD9C6ABwAAAAXERI5MDETMxMeARczPgE%2FATMXHgEXMz4BNxMzAyMnLgEnIw4BDwEjCFQ7BwwFBAcOCDtGPAgOCAQHCwY7TmpjOgcMCAQGDAk4YgHm%2FucjQiIiQyL8%2FCNCIiJCIwEZ%2Fhr2I0UlIEQq9QABAEAAAAIXAeYAGQBlALgAAEVYuAABLxu5AAEABz5ZuAAARVi4AAsvG7kACwAHPlm4AABFWLgAGS8buQAZAAM%2BWbgAAEVYuAAPLxu5AA8AAz5ZugATAAEAGRESObgAExC4AADQuAATELgADdC4AAfQMDE3JzMXHgEXMz4BPwEzBxcjJy4BJyMOAQ8BI%2FmrW00NHQ8EDhwNSVetulpVDyEQBA8eD1BY%2FOprFCoUFCwUafH1cBUuFRYrF3AAAAEAMf8vAicB5gAcAFsAuAAARVi4AAgvG7kACAAHPlm4AABFWLgAEi8buQASAAc%2BWbgAAEVYuAAZLxu5ABkABT5ZuAAARVi4AAcvG7kABwADPlm4ABkQuQADAAH0ugAOAAgABxESOTAxFx4BMzI2PwEDMxMeARczPgE3EzMDDgMjIic3VAoXCzNAEg%2FjU3cOHw8EDRsMak7WDiQyQSkkHBGGAwQ7LSQB5%2F7zIEojI0khAQ398iQ%2BLRoKQQAAAQBHAAACFAHmAAkAPQC4AABFWLgAAy8buQADAAc%2BWbgAAEVYuAAILxu5AAgAAz5ZuQAGAAH0uAAA0LgAAxC5AAEAAfS4AAXQMDE3ASE1IRUBIRUhRwFN%2FtgBnv6yAVj%2BMywBd0Ms%2FolDAAAAAQB4%2F2gB9gLEADkAKwC7ADMAAQA0AAQruwAZAAEAGgAEK7sACwABAAoABCu6ACcACgALERI5MDEFND4CNTQuAiM1Mj4CNTQmNTQ%2BAjsBFSMiDgIVFBYVFAYHFR4BFRQGFRQeAjsBFSMiLgIBAAMDAwwgOSwsOSAMCRYuRi89NCYxGwoGJzQ0JwYKGzEmND0vRi4WExsxLi4ZDxsWDjQOFhsPMF00JzMeDTAKFSMYK1svMTMJBAkzMTNULhgjFQowDR4zAAEBB%2F8GAVEC7gADAAsAugABAAIAAyswMQEzESMBB0pKAu78GAAAAAABAGP%2FaAHgAsQAOQArALsAAAABADcABCu7ABoAAQAXAAQruwAnAAEAKAAEK7oADAAoACcREjkwMRcyPgI1NCY1NDY3NS4BNTQ2NTQuAisBNTMyHgIVFAYVFB4CMxUiDgIVFB4CFRQOAisBNZYmMRwKBiY0NCYGChwxJjM9L0UuFgkMIDksLDkgDAMDAxYuRS89aAoVIxguVDMxMwkECTMxL1srGCMVCjANHjMnNF0wDxsWDjQOFhsPGS4uMRsnMx4NMAAAAQBMAP8CDAGVABkAJwC7AAMAAQAWAAQruwARAAEACAAEK7gAAxC4AA3QuAARELgAGdAwMRM%2BATMyHgIzMj4CNxcOASMiLgIjIgYHTBpIJh4vKScVDBUVEgk1GkgmHi8pJxUXKREBFkY3GiAaBxMiGhhGNhogGiI0AAAAAAIA4%2F9IAXUB8gAFABEAHAC4AABFWLgADy8buQAPAAc%2BWbgACdy4AATcMDEFFyM3EzM3FAYjIiY1NDYzMhYBUgJQAgo4LSseHisrHh4rWl5eAVinJCkpJCMqKgAAAgBx%2F98B%2BgKNAAYAJQBcALgAAEVYuAAYLxu5ABgACz5ZuwAiAAEACgAEK7sAGgABACEABCu4ACEQuAAA0LgAAC%2B4ACIQuAAG0LgABi%2B4AAoQuAAN0LgADS%2B4AAzcuAAaELgAF9C4ABcvMDEBDgEVFBYfAQ4BBxUjNS4DNTQ%2BAjc1MxUeARcHLgEnET4BNwE6OEA%2FOcAeSCczLUo1HR82SiozLEAXKBQtGiA0FQHdDVhCQ1gNCRoiA2doBSQ9VDU0UzwkBmpnAiIWNBIWAv6oAhsSAAABAE0AAAITAooAKQBXALgAAEVYuAATLxu5ABMACz5ZuAAARVi4AAEvG7kAAQADPlm7AAgAAQALAAQruAABELkAAAAB9LgAA9C4ABMQuQAaAAH0uAALELgAINC4AAgQuAAj0DAxJRUhNT4BNTQnIzU3LgE1ND4CMzIWFwcuASMiBhUUFhczFSMWFRQGBxUCE%2F47Pz0IdWMLFR43TTA%2BVR0wFzsqQkUTC72tBiUmR0cyHF85Gh00BCA9ICpEMBorIC8XHkE0IDsgOBsdNUYfBAAAAgA6AFMCHgJBACAANAAXALsAJgABAB0ABCu7AAwAAQAwAAQrMDE%2FAS4BNTQ2Nyc3FzYzMhc3FwceARUUBgcXBycOASMiJwc3FB4CMzI%2BAjU0LgIjIg4COlQRExIRUyxXMD8%2BMVcsVBETExFULFgXOR4%2BMVdQEyArGBgrIBMTICsYGCsgE4BVFzojIzsXVi1aJSVaLVYXOyMjOhdVLVkTEyZZ9h4xJBMTJDEeHjEkExMkMQAAAQA1AAACIwJ%2BAB0AbAC4AABFWLgAAC8buQAAAAs%2BWbgAAEVYuAAJLxu5AAkACz5ZuAAARVi4ABMvG7kAEwADPlm6AAUAEwAJERI5uAAFELgAC9C5AA4AAfS4ABnQuAAY3LgAD9C5ABIAAfS4ABXQuAALELgAHNAwMRMXHgEXMz4BPwEzAzMVIxUzFSMVIzUjNTM1IzUzA4pcESETBBIiElxSuqK3t7dStbW1obkCfqshQyMjQyGr%2FsAvQTCenjBBLwFAAAIBB%2F8GAVEC7gADAAcAEwC6AAEABQADK7oAAwAHAAMrMDEBMxEjFxEjEQEHSkpKSgLu%2FjVN%2FjAB0AAAAAIAW%2F%2FAAf0CrAAPAEcATwC7AC8AAQAoAAQruwBEAAEAEwAEK7oAMgAoABMREjm6ABYARAAvERI5ugAgADIAFhESObgAIBC4AADQugA8ABYAMhESObgAPBC4AAjQMDElPgE1NC4CJw4BFRQeAhMuASMiBhUUHgQVFAYHHgEVFA4CIyImJzceATMyNjU0LgQ1NDY3LgE1ND4CMzIWFwFzICMpPkkgHyUpP0lUGjgjKiYqP0k%2FKjEpDg8YKjskN1wgMho9KiktKj5KPiozKA4REyY4JjJRHsAOJiIiLCEdEhApHyErIRwBaxQaJRobJB4eKz0uMDwWECcaHjIkFSYhLRgcKB0cJh4dKj0uLUAVECcaGi8kFSIXAP%2F%2FAJYCTAHCAroSBgDPAAAAAwAe%2F%2FUCOgKNABMAJwBFAE0AuAAARVi4AAUvG7kABQALPlm4AABFWLgADy8buQAPAAM%2BWbkAGQAB9LgABRC5ACMAAfS4AC3QuQA0AAH0uAAZELgAQdC5ADoAAfQwMRM0PgIzMh4CFRQOAiMiLgI3FB4CMzI%2BAjU0LgIjIg4CFzQ%2BAjMyFhcHLgEjIgYVFBYzMjY3Fw4BIyIuAh4pSWM5OWNJKSlJYzk5Y0kpLiA7UzIyUzsgIDtTMjJTOyBGGy47ISMxFCIQHxQuODUtGiYRHhc0JiI7LBkBQ0x7VS4uVXtMTXtXLy9Xe01Ca00qKk1rQkJqTCkpTGpCK0YyGhsUJw4RSztCTRQOKhQbGzNJAP%2F%2FAKcA%2FAG6Ak4SBgDSAAD%2F%2FwBTADQB%2BAHEEiYA3Y4AEAYA3XMAAAAAAQBVAGgCAwFpAAUADQC7AAEAAQAEAAQrMDETIREjNSFVAa5C%2FpQBaf7%2Fw%2F%2F%2FAFUBKwIDAWkSBgDiAAAABABwAT8B6ALJABMAJwA1AD4APQC7ABQAAQAAAAQruwAKAAEAHgAEK7sANgABADIABCu4AB4QuAAp0LgAMhC4AC%2FQuAAUELgANNC4ADHQMDEBIi4CNTQ%2BAjMyHgIVFA4CJzI%2BAjU0LgIjIg4CFRQeAgMzMhYVFAYHFyMnIxUjNzI2NTQmKwEVASwnRTMdHTNFJydEMx4eM0QnHzcnFxcnNx8gNigXFyg2KUwgLxURLi4jKSlDFBgTFxwBPx00SCwsSDQdHTRILCxINB0lFyo7JCM7KxgYKzsjJDsqFwEIHSQSHwZTRkZmEREPEkMAAAD%2F%2FwCxAlkBpwKSEgYAzgAAAAIArwGtAaoCrQATAB8AFwC7AAoAAQAaAAQruwAUAAEAAAAEKzAxASIuAjU0PgIzMh4CFRQOAicyNjU0JiMiBhUUFgEsGS0jFBQjLRkZLiIVFSIuGSIqKiIhKioBrRIhLx0eLyISEiIvHh0vIRIuLiMlLi4lIy4AAAIAVQAAAgMCLAALAA8ARAC4AABFWLgADi8buQAOAAM%2BWbsAAwABAAAABCu4AAMQuAAE3LgAAxC4AAbQuAAAELgACNC4AA4QuQAMAAH0uAAL3DAxASM1MzUzFTMVIxUjByEVIQELtrZCtrZCtgGu%2FlIBMD6%2Bvj6xQT4AAP%2F%2FAK4BuAGnAvUSBwDmAAEBuAAA%2F%2F8ArAGsAaQC9RIHAOcAAAG4AAD%2F%2FwDrAj0BnwLREgYAywAAAAEATf9FAi4B5gAoAHMAuAAoL7gAAEVYuAAALxu5AAAABz5ZuAAARVi4AAsvG7kACwAHPlm4AABFWLgAHy8buQAfAAM%2BWbgAAEVYuAAYLxu5ABgAAz5ZuAAfELkABQAB9LoAHAALAB8REjm4ABwQuQAKAAH0uAAYELkAEgAB9DAxEzMRFBYzMj4CNxEzDgEVFBYzOgE3FwYjIiYnIw4BIyImJxwBHgEXI01TNDkTJiYnFFMCAxALBAcHDBMdJiQFAyBRLyM7FAICAlMB5v7dQ0UJGCsjATxjz1gUEAI%2BCDU6ODUVICY7NDMeAAAAAgBI%2F7AB5QKQAAMAEAAlALgAAEVYuAAALxu5AAAADT5ZuAAARVi4AA8vG7kADwANPlkwMQEzESMDIyIuAjU0PgI7AQGUUVE2IDVaQiUkP1YyKwKQ%2FSABMhk1Ujk7UTMWAAAA%2F%2F8A2wEHAX0BsBIHABMAAAETAAD%2F%2FwDd%2FysBdgADEgYA0QYA%2F%2F8A0AG4AWEC6RIHAOUAAAG4AAD%2F%2FwCOAPwBygJOEgYA0wAA%2F%2F8AYQA0AgYBxBImAN6OABAGAN5zAAAA%2F%2F8AHAAAAj8CfhInAOX%2FewFNECYA3wAAEAcA6ACGAAD%2F%2FwAcAAACPAJ%2BEicA5f97AU0QJgDfAAAQBwDmAIcAAP%2F%2FACcAAAJVAooSJwDn%2F3sBTRAmAN8ZABAHAOgAhgAAAAIAe%2F88AewB8gAbACcAKgC4AABFWLgAJS8buQAlAAc%2BWbsACgABABEABCu4ACUQuAAf3LgAG9wwMSUWDgQVFBYzMjY3Fw4BIyImNTQ%2BBCc3FAYjIiY1NDYzMhYBZwYSIywnGjg3JkEbMCFdOlRlGyctJBQEZyweHisrHh4s%2FiQ4LignKxkqNh4bLSMuVEghMysoLDIhpyQpKSQjKioAAP%2F%2FACAAAAI4AzISJgAmAAAQBgDpAAAAAP%2F%2FACAAAAI4AzISJgAmAAAQBgDqAAAAAP%2F%2FACAAAAI4AzISJgAmAAAQBgDrAAAAAP%2F%2FACAAAAI4AzMSJgAmAAAQBgDsAAAAAP%2F%2FACAAAAI4Ay0SJgAmAAAQBgDtAAAAAP%2F%2FACAAAAI4A2sSJgAmAAAQBgDuAAAAAAAC%2F%2F8AAAJPApAABgAWAGYAuAAARVi4AA4vG7kADgANPlm4AABFWLgACC8buQAIAAM%2BWbgAAEVYuAAMLxu5AAwAAz5ZuwAAAAEACgAEK7sAEwABABQABCu4AA4QuQABAAH0uAAIELkABwAB9LgAARC4ABHQMDEBESMOAQ8BBRUhNSMHIwEhFSMVMxUjFQE9AxQrFC4Blv7unklXAQQBQ72TkwECAUw2aTZ3u0e%2FvwKQRs1H7%2F%2F%2FAEL%2FKwIqApwSJgAoAAAQBgDvLwAAAP%2F%2FAHMAAAISAzISJgAqAAAQBgDpHwAAAP%2F%2FAHMAAAISAzISJgAqAAAQBgDqHwAAAP%2F%2FAHMAAAISAzISJgAqAAAQBgDrHwAAAP%2F%2FAHMAAAISAy0SJgAqAAAQBgDtHwAAAP%2F%2FAF8AAAH5AzISJgAuAAAQBgDpAAAAAP%2F%2FAF8AAAH5AzISJgAuAAAQBgDqAAAAAP%2F%2FAF8AAAH5AzISJgAuAAAQBgDrAAAAAP%2F%2FAF8AAAH5Ay0SJgAuAAAQBgDtAAAAAAACABAAAAIrApAADAAZAFMAuAAARVi4AAQvG7kABAANPlm4AABFWLgACy8buQALAAM%2BWbsAAwABAAAABCu4AAsQuQANAAH0uAAEELkAEwAB9LgAAxC4ABXQuAAAELgAF9AwMRMjNTcRMzIWFRQGKwE3MjY1NCYrARUzFSMVW0tLoZSbm5Gkm3Bvb3BIj48BQSoFASConZ2uRIp9fYTcL%2F3%2F%2FwBTAAACBQMzEiYAMwAAEAYA7AYAAAD%2F%2FwAw%2F%2FQCKAMyEiYANAAAEAYA6QAAAAD%2F%2FwAw%2F%2FQCKAMyEiYANAAAEAYA6gAAAAD%2F%2FwAw%2F%2FQCKAMyEiYANAAAEAYA6wAAAAD%2F%2FwAw%2F%2FQCKAMzEiYANAAAEAYA7AAAAAD%2F%2FwAw%2F%2FQCKAMtEiYANAAAEAYA7QAAAAAAAQBmAH4B8gIVAAsAKQC6AAUACQADK7oACgAJAAUREjm4AAoQuAAB0LgAChC4AAfQuAAE0DAxPwEnNxc3FwcXBycHZpqaLJqaLJqaLJqaq5%2BeLZ%2BfLZ6fLaCgAAADAC3%2F4gIsAq4ACgAVAC8AfQC4AABFWLgAKy8buQArAA0%2BWbgAAEVYuAAeLxu5AB4AAz5ZugAVAB4AKxESObgAFRC4AADQuAAeELkAAwAB9LoACgAeACsREjm4AAoQuAAL0LgAKxC5AA4AAfS4AAoQuAAW0LgAABC4ACDQuAAVELgAI9C4AAsQuAAt0DAxNx4BMzI%2BAjU0LwEuASMiDgIVFBcBHgEVFA4CIyInByc3LgE1ND4CMzIXNxfAFTcgJT4rGBkfFTghJj0rGBsBTB0eJUNdN1pANTA%2FHR8lQ1w4XD82L3QaHSZHYz5ZQDgaHSVEYj1fQAGFK3NIT39ZMD1PIF0tdklPfVcuPU8gAAAA%2F%2F8AT%2F%2F0AgkDMhImADoAABAGAOkAAAAA%2F%2F8AT%2F%2F0AgkDMhImADoAABAGAOoAAAAA%2F%2F8AT%2F%2F0AgkDMhImADoAABAGAOsAAAAA%2F%2F8AT%2F%2F0AgkDLRImADoAABAGAO0AAAAA%2F%2F8AJgAAAjIDMhImAD4AABAGAOoAAAAAAAIAZQAAAiECkAAQABkAOQC4AABFWLgAAC8buQAAAA0%2BWbgAAEVYuAAPLxu5AA8AAz5ZuwARAAEADQAEK7sAAwABABcABCswMRMzFTMyHgIVFA4CKwEVIzcyNjU0JisBEWVUdjZaPyMjQFk2dlS%2FV1NVVWsCkG4ULkk2NE0yGJbaQEdHNv78AAABAFj%2F9AI0AtQAOQBaALgAAEVYuAAFLxu5AAUADz5ZuAAARVi4ADkvG7kAOQADPlm4AABFWLgAGy8buQAbAAM%2BWbkAIgAB9LoADwAFACIREjm4AAUQuQA0AAH0ugAlABsANBESOTAxEzQ%2BAjMyHgIVFA4CFRQeBBUUDgIjIiYnNx4BMzI2NTQuBDU0PgI1NCYjIgYVESNYHDRKLyg9KhUcIhweLDUsHhcrPCUqRiAhHDQdKi0eLTQtHhwiHCwqNz9SAgcuTDYdGCk1HiY1LCkaGCAbGiQ1JyA2KBcYFToUEy8fHSYdGSEtIyIxLS8gJTFLS%2F4FAAAA%2F%2F8AUf%2F0AgMC0RImAEYAABAGAMoOAAAA%2F%2F8AUf%2F0AgMC0RImAEYAABAGAMsOAAAA%2F%2F8AUf%2F0AgMC0RImAEYAABAGAMwOAAAA%2F%2F8AUf%2F0AgMCsBImAEYAABAGAM0OAAAA%2F%2F8AUf%2F0AgMCuhImAEYAABAGAM8OAAAA%2F%2F8AUf%2F0AgMC1xImAEYAABAGANAOAAAAAAMAEf%2F0AlUB8gAuADcARAClALgAAEVYuAANLxu5AA0ABz5ZuAAARVi4ABMvG7kAEwAHPlm4AABFWLgAJi8buQAmAAM%2BWbgAAEVYuAAsLxu5ACwAAz5ZuwAvAAEAGwAEK7oAAwANACwREjm4AAMvuAANELkABgAB9LoAEAAmAA0REjm4ACYQuQAfAAH0ugApACYADRESObgAExC5ADQAAfS4ACwQuQA7AAH0uAADELkAQgAB9DAxNzQ2Ny4BIyIGByc%2BATMyFhc%2BATMyHgIVFAYHIR4BMzI2NxcOASMiJicOASMiJiU0LgIjIgYPARQWMzI2Ny4BLwEOARF8fAEnLxpBFx8eUC0wOw4YRTAlNyUSAgL%2B%2FgM8OxwvFR0ZQSY1SBgpTyY8RgH%2FCBQhGC85BfEoIho%2BGggHAQFcT4FJVxM2RRkQOBQgOCovMyQ9UC0OGg1MXRINNhEaMCstLkvXHzgrGVJJkScoJCMWNR0ZEDr%2F%2FwBQ%2FysCGwHyEiYASAAAEAYA0SoAAAD%2F%2FwBF%2F%2FQCGQLREiYASgAAEAYAyg8AAAD%2F%2FwBF%2F%2FQCGQLREiYASgAAEAYAyw8AAAD%2F%2FwBF%2F%2FQCGQLREiYASgAAEAYAzA8AAAD%2F%2FwBF%2F%2FQCGQK6EiYASgAAEAYAzw8AAAD%2F%2FwBaAAABnQLREiYAxAAAEAYAyjAAAAD%2F%2FwBaAAABzwLREiYAxAAAEAYAyzAAAAD%2F%2FwBaAAAB4ALREiYAxAAAEAYAzDAAAAD%2F%2FwBaAAAB8gK6EiYAxAAAEAYAzzAAAAAAAgA8%2F%2FQCGALaABQAOQBrALgAAEVYuAA0Lxu5ADQADz5ZuAAARVi4AB0vG7kAHQADPlm7ACcAAQALAAQruAAdELkAAAAB9LoAKgA0AB0REjm4ACoQuQAIAAH0ugAVADQAHRESObgAFRC4AC3QuAAVELgAN9C4ADDQMDElMj4CNTwBJy4BIyIOAhUUHgITHgEVFA4CIyIuAjU0PgIzMhYXLgEnByc3LgEnNx4BFzcXASwoOycTASNSJyg9KRUaLDx7QlAhPlg3L1ZCJyI9UzIvVBwOPS6WF4QaPCImKEoihxc4HTVILAsWCy8mGCw7IiY9KxgCKj2reTxjRycgPVc2M1M7IComRWUoTSlEEyERNBMqGkUpAAAA%2F%2F8AXQAAAgsCsBImAFMAABAGAM0SAAAA%2F%2F8APP%2F0AhwC0RImAFQAABAGAMoAAAAA%2F%2F8APP%2F0AhwC0RImAFQAABAGAMsAAAAA%2F%2F8APP%2F0AhwC0RImAFQAABAGAMwAAAAA%2F%2F8APP%2F0AhwCsBImAFQAABAGAM0AAAAA%2F%2F8APP%2F0AhwCuhImAFQAABAGAM8AAAAAAAMAVQBgAgMCMwALABcAGwAlALsAGQABABoABCu4ABkQuAAA3LgABty4ABoQuAAP3LgAFdwwMQEiJjU0NjMyFhUUBgM0NjMyFhUUBiMiJichFSEBLBcfHxcXHx9NHxcXHx8XFx%2BhAa7%2BUgHIHhgXHh4XGB7%2BzhceHhcYHh7rPgAAAwA8%2F%2BkCHAH9AAoAFgAwAH0AuAAARVi4ACwvG7kALAAHPlm4AABFWLgAHy8buQAfAAM%2BWboAFgAfACwREjm4ABYQuAAA0LgAHxC5AAIAAfS6AAoALAAfERI5uAAKELgAC9C4ACwQuQAOAAH0uAAKELgAF9C4AAAQuAAh0LgAFhC4ACTQuAALELgALtAwMTcWMzI%2BAjU0Ji8BLgEjIg4CFRQWFwEeARUUDgIjIicHJzcuATU0PgIzMhc3F8kpOiM5KRYODR4TMh0jOSkWDg0BNRsgJ0JXMFM%2FMyU1GyAnQlcwUz8zJVwmHDFFKiE6FyYSFBwyRiohOBcBICBZNzxfQSIwOx0%2BIFg2PV9CIjA7Hf%2F%2FAE3%2F9AH5AtESJgBaAAAQBgDK%2FAAAAP%2F%2FAE3%2F9AH5AtESJgBaAAAQBgDL%2FAAAAP%2F%2FAE3%2F9AH5AtESJgBaAAAQBgDM%2FAAAAP%2F%2FAE3%2F9AH5AroSJgBaAAAQBgDP%2FAAAAP%2F%2FADH%2FLwInAtESJgBeAAAQBgDLBAAAAAACAF3%2FMwIcAsgAFgAlAIMAuAAARVi4AAIvG7kAAgAPPlm4AABFWLgACC8buQAIAAc%2BWbgAAEVYuAABLxu5AAEABT5ZuAAARVi4ABIvG7kAEgADPlm6AAUACAASERI5ugAVABIACBESObgAFRC5ABcAAfS4ABIQuQAaAAH0uAAIELkAIgAB9LgABRC5ACUAAfQwMRcjETMVBz4BMzIeAhUUDgIjIiYnFzUeATMyPgI1NCYjIgYHr1JSAiNWKzFMMxslPVArJEwhASNFGiA3KBdBSSBIJs0DlclXIigjQVs5PmFEIyIdXJsfGhsxSC1QYyMmAAD%2F%2FwAx%2Fy8CJwK6EiYAXgAAEAYAzwQAAAAAAQBaAAABjgHmAAUALwC4AABFWLgAAC8buQAAAAc%2BWbgAAEVYuAACLxu5AAIAAz5ZuAAAELkABAAB9DAxEyERIxEjWgE0UuIB5v4aAaMAAAACACEAAAJPApEAEgAbAE8AuAAARVi4AAMvG7kAAwANPlm4AABFWLgADS8buQANAAM%2BWbsACAABAAkABCu4AAMQuQAGAAH0uAANELkACwAB9LgAFtC4AAYQuAAY0DAxEzQ2MyEVIxUzFSMVMxUhIi4CNxQWOwERIyIGIY19ARrClJTM%2Ftk%2BYUQkVlRWFRVWVAFLnqhGz0fuRy1Ve05%2BiQIIgwAAAAMAC%2F%2F0AlQB8gATADsARACNALgAAEVYuAAZLxu5ABkABz5ZuAAARVi4AB8vG7kAHwAHPlm4AABFWLgAMi8buQAyAAM%2BWbgAAEVYuAA3Lxu5ADcAAz5ZuwA8AAEAJwAEK7gANxC5AAUAAfS4ABkQuQAPAAH0ugAcADIAGRESObgAMhC5ACsAAfS6ADUAMgAZERI5uAAfELkAQQAB9DAxNxQeAjMyPgI1NC4CIyIOAgc0PgIzMhYXPgEzMh4CFRQGByMeATMyNjcXDgEjIiYnBiMiLgIlNC4CIyIGB1gNGiYaFiUaDg4aJRYaJhoNTRswQCUvRRQUQTAiNSMSAQLxBDo2GicUHRc7IzBIFitdJkAvGwIFCBIeFi0wBvMqRTEcHDFFKipEMhsbMkQqPV9BIj04Nz4kPFEtDhcQTF0RDjYRGjk3cCJBX2AfOCsZU0gA%2F%2F8AqAI9AbAC0RIGAMwAAP%2F%2FAM8CHgGJAtcSBgDQAAD%2F%2FwCeAkMBugKwEgYAzQAAAAEAuQI9AW0C0QADAAsAugABAAMAAyswMRMzFyO5Wlo%2FAtGUAAEA6wI9AZ8C0QADAAsAugACAAAAAyswMQEjNzMBKj9aWgI9lAAAAAABAKgCPQGwAtEABwAZALsAAQABAAQABCu4AAQQuAAD3LgABtAwMQEzFyMnIwcjAQlGYT9DBEM%2FAtGUY2MAAAAAAQCeAkMBugKwABYAJwC7AAgAAQAOAAQruAAOELgAE9y5AAMAAfS4AArQuAAOELgAFdAwMRM%2BATMyHgIzMjczDgEjIi4CIyIHI54FKygSHhkYDB8JLwUrKBIeGRgMHwkvAkMwPREUETYvPhEVETcAAAEAsQJZAacCkgADAA0AuwABAAEAAgAEKzAxEzMVI7H29gKSOQAAAAACAJYCTAHCAroACwAXAB0AuwAAAAEABgAEK7gAABC4AAzQuAAGELgAEtAwMRMiJjU0NjMyFhUUBjMiJjU0NjMyFhUUBswYHh4YFx8fqRcfHxcYHh4CTCAXFyAgFxcgIBcXICAXFyAAAAIAzwIeAYkC1wALABcAFwC6AAwAAAADK7gADBC4ABLcuAAG3DAxASImNTQ2MzIWFRQGJzI2NTQmIyIGFRQWASwpNDQpKTQ0KRQcHBQUHBwCHjMqKjIyKiozJR4aGR4eGRoeAAABANf%2FKwFwAAMAEQAdALoAAQACAAMruAACELgAEdC4AAvcuQAKAAH0MDElMwceARUUDgIHJz4BNTQmJwEZNRkYIxgoNRwIKDEhHgM1CCAfFiAWDQMpBRcUFBUIAAIApwD8AboCTgAZACMAOQC4ABIvuwAdAAEAFwAEK7sADQABAAYABCu7AAMAAQAhAAQrugATAA0AFxESObgAExC5ACAAAfQwMRM0NjcuASMiBgcnPgEzMhYdASMnIw4BIyImNxQWMzI2NzUOAadmbQEeJx00FhkaSCg%2FPTQFAhg5ICs8PyIZFysXUUMBWTU4Cx4sFQ0rDxtIP8MlExoyLxgXFRNSCSUAAAIAjgD8AcoCTgATAB8AFwC7ABcAAQAPAAQruwAFAAEAHQAEKzAxEzQ%2BAjMyHgIVFA4CIyIuAjcUFjMyNjU0JiMiBo4aKzkgIDksGRksOSAgOSsaQjErKzExKysxAaUoPysXFys%2FKCg%2FKxcXKz8oNUBANTRBQQAAAAEAUADYAggBIAADAA0AuwABAAEAAgAEKzAxEyEVIVABuP5IASBIAAABABQA2AJEASAAAwANALsAAQABAAIABCswMRMhFSEUAjD90AEgSAAAAQDRAV4BfAK7ABEACwC6AAUACwADKzAxAQ4BBzYzMhYVFAYjIiY1NDY3AXwvNQMMDh8nKiAnM0xEAosbTzQGKCAjKj85S3cjAAAAAAEA2QFeAYQCuwARAAsAugAFAAsAAyswMRM%2BATcGIyImNTQ2MzIWFRQGB9kwNQMMDiAnKiAoMkxDAY4aTzUGJyAjK0A5S3Yj%2F%2F8A2f8fAYQAfBIHANcAAP3BAAD%2F%2FwBfAV4B7wK7EiYA1o4AEAYA1nMAAAD%2F%2FwBnAV4B9wK7EiYA144AEAYA13MAAAD%2F%2FwBn%2Fx8B9wB8EicA1%2F%2BO%2FcEQBwDXAHP9wQAAAAEAlwBzAcEBmQATAAsAugAKAAAAAyswMSUiLgI1ND4CMzIeAhUUDgIBLB42KRgYKTYeHjYpGBgpNnMVJzYhITYnFRUnNiEhNicVAAABAMUANAGFAcQABgALALoAAgAGAAMrMDE3NTcXBxcHxZknf38n1FCgI6WmIgAAAAABANMANAGTAcQABgALALoAAgAFAAMrMDElJzcXFQcnAVJ%2FJ5mZJ%2FylI6BQoCIAAAACABwAIAI8AnAAAwAHAAsAugAHAAMAAyswMT8BFwcBByc3HLchpwHvtyGnTbweywIjvB7LAAAA%2F%2F8ArAG4AbkC6RIHAOgAAAG4AAAAAQA6%2F%2FQCNgKKADEAbQC4AABFWLgAFS8buQAVAAs%2BWbgAAEVYuAADLxu5AAMAAz5ZugAoACIAAyu4ACgQuQArAAH0uAAG0LgAKBC4AAnQuAAiELgAD9C4ACIQuQAfAAH0uAAS0LgAFRC5ABwAAfS4AAMQuQAuAAH0MDElDgEjIiYnIzU3JjQ1PAE3IzU3PgEzMhYXBy4BIyIGByEVIQYUFRwBFyEVIx4BMzI2NwI2Jlw%2BYocTQDsBATtAE41qM1geMRo7JkpaDgEm%2FtUBAQED%2FQ5YRStBHlEsMYF2KwQJEgkIEAgsBXaFLSEvGiFiVzEHDggKEwkwVWAkIwAAAQBVASsCAwFpAAMADQC7AAEAAQACAAQrMDETIRUhVQGu%2FlIBaT4A%2F%2F8AHAAgAjwCcBIGAN8AAAACAKH%2F9AG3AT0ACwAXACgAuAAARVi4AAAvG7kAAAADPlm7AAYAAQASAAQruAAAELkADAAB9DAxBSImNTQ2MzIWFRQGJzI2NTQmIyIGFRQWASw9Tk49PU5OPSAuLiAgLi4MWE9OVFROT1gyOTw8NTU8PDkAAAEA0AAAAWEBMQAIAB4AuAAARVi4AAgvG7kACAADPlm7AAUAAQAAAAQrMDElIzU%2BATczESMBIlIhKRUyP%2BYqBRAM%2Fs8AAQCtAAABpgE9ABgALAC4AABFWLgAFy8buQAXAAM%2BWbsADQABAAYABCu4ABcQuQAVAAH0uAAA0DAxNz4BNTQmIyIGByc%2BATMyFhUUDgIHMxUjt05THx0UJg4nFzskNj4TISwZiO8kO04hGyAXEyEaIzUyFCcnKRY1AAAAAAEArP%2F0AaQBPQAkADwAuAAARVi4ACEvG7kAIQADPlm7ABYAAQAPAAQruwAJAAEACAAEK7gAIRC5AAMAAfS6ABsACAAJERI5MDE3HgEzMjY1NCM1MjY1NCYjIgYHJz4BMzIWFRQHHgEVFAYjIiYnzA8xGxsjYConGh0SKA8eEz0jLzs4ICdGMyNDGVESGRYZMyYcFxQXEw8mFBksKDcUCCYfLTAcGgAAAAIArAAAAbkBMQAFABAAOAC4AABFWLgACS8buQAJAAM%2BWbsAEAABAAYABCu7AAIAAQANAAQruAAQELgAANC4AAYQuAAK0DAxJTU3Iw8BFyMVIzUjNTczFTMBTgQDLTbNMjmilEcydDhSQUkrSUkfyb0AAAAAAQCpAsIBXwMyAAMACwC6AAEAAwADKzAxEzMXI6leWEUDMnAAAQD5AsIBrwMyAAMACwC6AAIAAAADKzAxASM3MwE%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%2FKwFrAAMAEQAdALoAAQACAAMruAACELgAEdC4AAvcuQAKAAH0MDElMwceARUUDgIHJz4BNTQmJwETNhkYIxgoNRwIKDEhHwM1CCAfFiAWDQMpBRcUFBUIAAAAGgE%2BAAEAAAAAAAAAFgAuAAEAAAAAAAEADwBlAAEAAAAAAAIABwCFAAEAAAAAAAMAJgDbAAEAAAAAAAQADwEiAAEAAAAAAAUAQQG2AAEAAAAAAAYAFQIkAAEAAAAAAAcAYAL8AAEAAAAAAAgAGgOTAAEAAAAAAAkADAPIAAEAAAAAAAsAGQQJAAEAAAAAAA0R2yfbAAEAAAAAAA4AJDoBAAMAAQQJAAAALAAAAAMAAQQJAAEAHgBFAAMAAQQJAAIADgB1AAMAAQQJAAMATACNAAMAAQQJAAQAHgECAAMAAQQJAAUAggEyAAMAAQQJAAYAKgH4AAMAAQQJAAcAwAI6AAMAAQQJAAgANANdAAMAAQQJAAkAGAOuAAMAAQQJAAsAMgPVAAMAAQQJAA0jtgQjAAMAAQQJAA4ASDm3AFQAeQBwAG8AZwByAGEAcABoAGkAYwAgAGEAbAB0AGUAcgBuAGEAdABlAHMAAFR5cG9ncmFwaGljIGFsdGVybmF0ZXMAAFMAbwB1AHIAYwBlACAAQwBvAGQAZQAgAFAAcgBvAABTb3VyY2UgQ29kZSBQcm8AAFIAZQBnAHUAbABhAHIAAFJlZ3VsYXIAADEALgAwADEANwA7AEEARABCAEUAOwBTAG8AdQByAGMAZQBDAG8AZABlAFAAcgBvAC0AUgBlAGcAdQBsAGEAcgA7AEEARABPAEIARQAAMS4wMTc7QURCRTtTb3VyY2VDb2RlUHJvLVJlZ3VsYXI7QURPQkUAAFMAbwB1AHIAYwBlACAAQwBvAGQAZQAgAFAAcgBvAABTb3VyY2UgQ29kZSBQcm8AAFYAZQByAHMAaQBvAG4AIAAxAC4AMAAxADcAOwBQAFMAIABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAAwADsAaABvAHQAYwBvAG4AdgAgADEALgAwAC4ANwAwADsAbQBhAGsAZQBvAHQAZgAuAGwAaQBiADIALgA1AC4ANQA5ADAAMAAAVmVyc2lvbiAxLjAxNztQUyBWZXJzaW9uIDEuMDAwO2hvdGNvbnYgMS4wLjcwO21ha2VvdGYubGliMi41LjU5MDAAAFMAbwB1AHIAYwBlAEMAbwBkAGUAUAByAG8ALQBSAGUAZwB1AGwAYQByAABTb3VyY2VDb2RlUHJvLVJlZ3VsYXIAAFMAbwB1AHIAYwBlACAAaQBzACAAYQAgAHQAcgBhAGQAZQBtAGEAcgBrACAAbwBmACAAQQBkAG8AYgBlACAAUwB5AHMAdABlAG0AcwAgAEkAbgBjAG8AcgBwAG8AcgBhAHQAZQBkACAAaQBuACAAdABoAGUAIABVAG4AaQB0AGUAZAAgAFMAdABhAHQAZQBzACAAYQBuAGQALwBvAHIAIABvAHQAaABlAHIAIABjAG8AdQBuAHQAcgBpAGUAcwAuAABTb3VyY2UgaXMgYSB0cmFkZW1hcmsgb2YgQWRvYmUgU3lzdGVtcyBJbmNvcnBvcmF0ZWQgaW4gdGhlIFVuaXRlZCBTdGF0ZXMgYW5kL29yIG90aGVyIGNvdW50cmllcy4AAEEAZABvAGIAZQAgAFMAeQBzAHQAZQBtAHMAIABJAG4AYwBvAHIAcABvAHIAYQB0AGUAZAAAQWRvYmUgU3lzdGVtcyBJbmNvcnBvcmF0ZWQAAFAAYQB1AGwAIABEAC4AIABIAHUAbgB0AABQYXVsIEQuIEh1bnQAAGgAdAB0AHAAOgAvAC8AdwB3AHcALgBhAGQAbwBiAGUALgBjAG8AbQAvAHQAeQBwAGUAAGh0dHA6Ly93d3cuYWRvYmUuY29tL3R5cGUAAEMAbwBwAHkAcgBpAGcAaAB0ACAAMgAwADEAMAAsACAAMgAwADEAMgAgAEEAZABvAGIAZQAgAFMAeQBzAHQAZQBtAHMAIABJAG4AYwBvAHIAcABvAHIAYQB0AGUAZAAgACgAaAB0AHQAcAA6AC8ALwB3AHcAdwAuAGEAZABvAGIAZQAuAGMAbwBtAC8AKQAsACAAdwBpAHQAaAAgAFIAZQBzAGUAcgB2AGUAZAAgAEYAbwBuAHQAIABOAGEAbQBlACAAJwBTAG8AdQByAGMAZQAnAC4AIABBAGwAbAAgAFIAaQBnAGgAdABzACAAUgBlAHMAZQByAHYAZQBkAC4AIABTAG8AdQByAGMAZQAgAGkAcwAgAGEAIAB0AHIAYQBkAGUAbQBhAHIAawAgAG8AZgAgAEEAZABvAGIAZQAgAFMAeQBzAHQAZQBtAHMAIABJAG4AYwBvAHIAcABvAHIAYQB0AGUAZAAgAGkAbgAgAHQAaABlACAAVQBuAGkAdABlAGQAIABTAHQAYQB0AGUAcwAgAGEAbgBkAC8AbwByACAAbwB0AGgAZQByACAAYwBvAHUAbgB0AHIAaQBlAHMALgANAAoADQAKAFQAaABpAHMAIABGAG8AbgB0ACAAUwBvAGYAdAB3AGEAcgBlACAAaQBzACAAbABpAGMAZQBuAHMAZQBkACAAdQBuAGQAZQByACAAdABoAGUAIABTAEkATAAgAE8AcABlAG4AIABGAG8AbgB0ACAATABpAGMAZQBuAHMAZQAsACAAVgBlAHIAcwBpAG8AbgAgADEALgAxAC4ADQAKAA0ACgBUAGgAaQBzACAAbABpAGMAZQBuAHMAZQAgAGkAcwAgAGMAbwBwAGkAZQBkACAAYgBlAGwAbwB3ACwAIABhAG4AZAAgAGkAcwAgAGEAbABzAG8AIABhAHYAYQBpAGwAYQBiAGwAZQAgAHcAaQB0AGgAIABhACAARgBBAFEAIABhAHQAOgAgAGgAdAB0AHAAOgAvAC8AcwBjAHIAaQBwAHQAcwAuAHMAaQBsAC4AbwByAGcALwBPAEYATAANAAoADQAKAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQANAAoAUwBJAEwAIABPAFAARQBOACAARgBPAE4AVAAgAEwASQBDAEUATgBTAEUAIABWAGUAcgBzAGkAbwBuACAAMQAuADEAIAAtACAAMgA2ACAARgBlAGIAcgB1AGEAcgB5ACAAMgAwADAANwANAAoALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAC0ALQAtAA0ACgANAAoAUABSAEUAQQBNAEIATABFAA0ACgBUAGgAZQAgAGcAbwBhAGwAcwAgAG8AZgAgAHQAaABlACAATwBwAGUAbgAgAEYAbwBuAHQAIABMAGkAYwBlAG4AcwBlACAAKABPAEYATAApACAAYQByAGUAIAB0AG8AIABzAHQAaQBtAHUAbABhAHQAZQAgAHcAbwByAGwAZAB3AGkAZABlACAAZABlAHYAZQBsAG8AcABtAGUAbgB0ACAAbwBmACAAYwBvAGwAbABhAGIAbwByAGEAdABpAHYAZQAgAGYAbwBuAHQAIABwAHIAbwBqAGUAYwB0AHMALAAgAHQAbwAgAHMAdQBwAHAAbwByAHQAIAB0AGgAZQAgAGYAbwBuAHQAIABjAHIAZQBhAHQAaQBvAG4AIABlAGYAZgBvAHIAdABzACAAbwBmACAAYQBjAGEAZABlAG0AaQBjACAAYQBuAGQAIABsAGkAbgBnAHUAaQBzAHQAaQBjACAAYwBvAG0AbQB1AG4AaQB0AGkAZQBzACwAIABhAG4AZAAgAHQAbwAgAHAAcgBvAHYAaQBkAGUAIABhACAAZgByAGUAZQAgAGEAbgBkACAAbwBwAGUAbgAgAGYAcgBhAG0AZQB3AG8AcgBrACAAaQBuACAAdwBoAGkAYwBoACAAZgBvAG4AdABzACAAbQBhAHkAIABiAGUAIABzAGgAYQByAGUAZAAgAGEAbgBkACAAaQBtAHAAcgBvAHYAZQBkACAAaQBuACAAcABhAHIAdABuAGUAcgBzAGgAaQBwACAAdwBpAHQAaAAgAG8AdABoAGUAcgBzAC4ADQAKAA0ACgBUAGgAZQAgAE8ARgBMACAAYQBsAGwAbwB3AHMAIAB0AGgAZQAgAGwAaQBjAGUAbgBzAGUAZAAgAGYAbwBuAHQAcwAgAHQAbwAgAGIAZQAgAHUAcwBlAGQALAAgAHMAdAB1AGQAaQBlAGQALAAgAG0AbwBkAGkAZgBpAGUAZAAgAGEAbgBkACAAcgBlAGQAaQBzAHQAcgBpAGIAdQB0AGUAZAAgAGYAcgBlAGUAbAB5ACAAYQBzACAAbABvAG4AZwAgAGEAcwAgAHQAaABlAHkAIABhAHIAZQAgAG4AbwB0ACAAcwBvAGwAZAAgAGIAeQAgAHQAaABlAG0AcwBlAGwAdgBlAHMALgAgAFQAaABlACAAZgBvAG4AdABzACwAIABpAG4AYwBsAHUAZABpAG4AZwAgAGEAbgB5ACAAZABlAHIAaQB2AGEAdABpAHYAZQAgAHcAbwByAGsAcwAsACAAYwBhAG4AIABiAGUAIABiAHUAbgBkAGwAZQBkACwAIABlAG0AYgBlAGQAZABlAGQALAAgAHIAZQBkAGkAcwB0AHIAaQBiAHUAdABlAGQAIABhAG4AZAAvAG8AcgAgAHMAbwBsAGQAIAB3AGkAdABoACAAYQBuAHkAIABzAG8AZgB0AHcAYQByAGUAIABwAHIAbwB2AGkAZABlAGQAIAB0AGgAYQB0ACAAYQBuAHkAIAByAGUAcwBlAHIAdgBlAGQAIABuAGEAbQBlAHMAIABhAHIAZQAgAG4AbwB0ACAAdQBzAGUAZAAgAGIAeQAgAGQAZQByAGkAdgBhAHQAaQB2AGUAIAB3AG8AcgBrAHMALgAgAFQAaABlACAAZgBvAG4AdABzACAAYQBuAGQAIABkAGUAcgBpAHYAYQB0AGkAdgBlAHMALAAgAGgAbwB3AGUAdgBlAHIALAAgAGMAYQBuAG4AbwB0ACAAYgBlACAAcgBlAGwAZQBhAHMAZQBkACAAdQBuAGQAZQByACAAYQBuAHkAIABvAHQAaABlAHIAIAB0AHkAcABlACAAbwBmACAAbABpAGMAZQBuAHMAZQAuACAAVABoAGUAIAByAGUAcQB1AGkAcgBlAG0AZQBuAHQAIABmAG8AcgAgAGYAbwBuAHQAcwAgAHQAbwAgAHIAZQBtAGEAaQBuACAAdQBuAGQAZQByACAAdABoAGkAcwAgAGwAaQBjAGUAbgBzAGUAIABkAG8AZQBzACAAbgBvAHQAIABhAHAAcABsAHkAIAB0AG8AIABhAG4AeQAgAGQAbwBjAHUAbQBlAG4AdAAgAGMAcgBlAGEAdABlAGQAIAB1AHMAaQBuAGcAIAB0AGgAZQAgAGYAbwBuAHQAcwAgAG8AcgAgAHQAaABlAGkAcgAgAGQAZQByAGkAdgBhAHQAaQB2AGUAcwAuAA0ACgANAAoARABFAEYASQBOAEkAVABJAE8ATgBTAA0ACgAiAEYAbwBuAHQAIABTAG8AZgB0AHcAYQByAGUAIgAgAHIAZQBmAGUAcgBzACAAdABvACAAdABoAGUAIABzAGUAdAAgAG8AZgAgAGYAaQBsAGUAcwAgAHIAZQBsAGUAYQBzAGUAZAAgAGIAeQAgAHQAaABlACAAQwBvAHAAeQByAGkAZwBoAHQAIABIAG8AbABkAGUAcgAoAHMAKQAgAHUAbgBkAGUAcgAgAHQAaABpAHMAIABsAGkAYwBlAG4AcwBlACAAYQBuAGQAIABjAGwAZQBhAHIAbAB5ACAAbQBhAHIAawBlAGQAIABhAHMAIABzAHUAYwBoAC4AIABUAGgAaQBzACAAbQBhAHkAIABpAG4AYwBsAHUAZABlACAAcwBvAHUAcgBjAGUAIABmAGkAbABlAHMALAAgAGIAdQBpAGwAZAAgAHMAYwByAGkAcAB0AHMAIABhAG4AZAAgAGQAbwBjAHUAbQBlAG4AdABhAHQAaQBvAG4ALgANAAoADQAKACIAUgBlAHMAZQByAHYAZQBkACAARgBvAG4AdAAgAE4AYQBtAGUAIgAgAHIAZQBmAGUAcgBzACAAdABvACAAYQBuAHkAIABuAGEAbQBlAHMAIABzAHAAZQBjAGkAZgBpAGUAZAAgAGEAcwAgAHMAdQBjAGgAIABhAGYAdABlAHIAIAB0AGgAZQAgAGMAbwBwAHkAcgBpAGcAaAB0ACAAcwB0AGEAdABlAG0AZQBuAHQAKABzACkALgANAAoADQAKACIATwByAGkAZwBpAG4AYQBsACAAVgBlAHIAcwBpAG8AbgAiACAAcgBlAGYAZQByAHMAIAB0AG8AIAB0AGgAZQAgAGMAbwBsAGwAZQBjAHQAaQBvAG4AIABvAGYAIABGAG8AbgB0ACAAUwBvAGYAdAB3AGEAcgBlACAAYwBvAG0AcABvAG4AZQBuAHQAcwAgAGEAcwAgAGQAaQBzAHQAcgBpAGIAdQB0AGUAZAAgAGIAeQAgAHQAaABlACAAQwBvAHAAeQByAGkAZwBoAHQAIABIAG8AbABkAGUAcgAoAHMAKQAuAA0ACgANAAoAIgBNAG8AZABpAGYAaQBlAGQAIABWAGUAcgBzAGkAbwBuACIAIAByAGUAZgBlAHIAcwAgAHQAbwAgAGEAbgB5ACAAZABlAHIAaQB2AGEAdABpAHYAZQAgAG0AYQBkAGUAIABiAHkAIABhAGQAZABpAG4AZwAgAHQAbwAsACAAZABlAGwAZQB0AGkAbgBnACwAIABvAHIAIABzAHUAYgBzAHQAaQB0AHUAdABpAG4AZwAgAC0ALQAgAGkAbgAgAHAAYQByAHQAIABvAHIAIABpAG4AIAB3AGgAbwBsAGUAIAAtAC0AIABhAG4AeQAgAG8AZgAgAHQAaABlACAAYwBvAG0AcABvAG4AZQBuAHQAcwAgAG8AZgAgAHQAaABlACAATwByAGkAZwBpAG4AYQBsACAAVgBlAHIAcwBpAG8AbgAsACAAYgB5ACAAYwBoAGEAbgBnAGkAbgBnACAAZgBvAHIAbQBhAHQAcwAgAG8AcgAgAGIAeQAgAHAAbwByAHQAaQBuAGcAIAB0AGgAZQAgAEYAbwBuAHQAIABTAG8AZgB0AHcAYQByAGUAIAB0AG8AIABhACAAbgBlAHcAIABlAG4AdgBpAHIAbwBuAG0AZQBuAHQALgANAAoADQAKACIAQQB1AHQAaABvAHIAIgAgAHIAZQBmAGUAcgBzACAAdABvACAAYQBuAHkAIABkAGUAcwBpAGcAbgBlAHIALAAgAGUAbgBnAGkAbgBlAGUAcgAsACAAcAByAG8AZwByAGEAbQBtAGUAcgAsACAAdABlAGMAaABuAGkAYwBhAGwAIAB3AHIAaQB0AGUAcgAgAG8AcgAgAG8AdABoAGUAcgAgAHAAZQByAHMAbwBuACAAdwBoAG8AIABjAG8AbgB0AHIAaQBiAHUAdABlAGQAIAB0AG8AIAB0AGgAZQAgAEYAbwBuAHQAIABTAG8AZgB0AHcAYQByAGUALgANAAoADQAKAFAARQBSAE0ASQBTAFMASQBPAE4AIAAmACAAQwBPAE4ARABJAFQASQBPAE4AUwANAAoAUABlAHIAbQBpAHMAcwBpAG8AbgAgAGkAcwAgAGgAZQByAGUAYgB5ACAAZwByAGEAbgB0AGUAZAAsACAAZgByAGUAZQAgAG8AZgAgAGMAaABhAHIAZwBlACwAIAB0AG8AIABhAG4AeQAgAHAAZQByAHMAbwBuACAAbwBiAHQAYQBpAG4AaQBuAGcAIABhACAAYwBvAHAAeQAgAG8AZgAgAHQAaABlACAARgBvAG4AdAAgAFMAbwBmAHQAdwBhAHIAZQAsACAAdABvACAAdQBzAGUALAAgAHMAdAB1AGQAeQAsACAAYwBvAHAAeQAsACAAbQBlAHIAZwBlACwAIABlAG0AYgBlAGQALAAgAG0AbwBkAGkAZgB5ACwAIAByAGUAZABpAHMAdAByAGkAYgB1AHQAZQAsACAAYQBuAGQAIABzAGUAbABsACAAbQBvAGQAaQBmAGkAZQBkACAAYQBuAGQAIAB1AG4AbQBvAGQAaQBmAGkAZQBkACAAYwBvAHAAaQBlAHMAIABvAGYAIAB0AGgAZQAgAEYAbwBuAHQAIABTAG8AZgB0AHcAYQByAGUALAAgAHMAdQBiAGoAZQBjAHQAIAB0AG8AIAB0AGgAZQAgAGYAbwBsAGwAbwB3AGkAbgBnACAAYwBvAG4AZABpAHQAaQBvAG4AcwA6AA0ACgANAAoAMQApACAATgBlAGkAdABoAGUAcgAgAHQAaABlACAARgBvAG4AdAAgAFMAbwBmAHQAdwBhAHIAZQAgAG4AbwByACAAYQBuAHkAIABvAGYAIABpAHQAcwAgAGkAbgBkAGkAdgBpAGQAdQBhAGwAIABjAG8AbQBwAG8AbgBlAG4AdABzACwAIABpAG4AIABPAHIAaQBnAGkAbgBhAGwAIABvAHIAIABNAG8AZABpAGYAaQBlAGQAIABWAGUAcgBzAGkAbwBuAHMALAAgAG0AYQB5ACAAYgBlACAAcwBvAGwAZAAgAGIAeQAgAGkAdABzAGUAbABmAC4ADQAKAA0ACgAyACkAIABPAHIAaQBnAGkAbgBhAGwAIABvAHIAIABNAG8AZABpAGYAaQBlAGQAIABWAGUAcgBzAGkAbwBuAHMAIABvAGYAIAB0AGgAZQAgAEYAbwBuAHQAIABTAG8AZgB0AHcAYQByAGUAIABtAGEAeQAgAGIAZQAgAGIAdQBuAGQAbABlAGQALAAgAHIAZQBkAGkAcwB0AHIAaQBiAHUAdABlAGQAIABhAG4AZAAvAG8AcgAgAHMAbwBsAGQAIAB3AGkAdABoACAAYQBuAHkAIABzAG8AZgB0AHcAYQByAGUALAAgAHAAcgBvAHYAaQBkAGUAZAAgAHQAaABhAHQAIABlAGEAYwBoACAAYwBvAHAAeQAgAGMAbwBuAHQAYQBpAG4AcwAgAHQAaABlACAAYQBiAG8AdgBlACAAYwBvAHAAeQByAGkAZwBoAHQAIABuAG8AdABpAGMAZQAgAGEAbgBkACAAdABoAGkAcwAgAGwAaQBjAGUAbgBzAGUALgAgAFQAaABlAHMAZQAgAGMAYQBuACAAYgBlACAAaQBuAGMAbAB1AGQAZQBkACAAZQBpAHQAaABlAHIAIABhAHMAIABzAHQAYQBuAGQALQBhAGwAbwBuAGUAIAB0AGUAeAB0ACAAZgBpAGwAZQBzACwAIABoAHUAbQBhAG4ALQByAGUAYQBkAGEAYgBsAGUAIABoAGUAYQBkAGUAcgBzACAAbwByACAAaQBuACAAdABoAGUAIABhAHAAcAByAG8AcAByAGkAYQB0AGUAIABtAGEAYwBoAGkAbgBlAC0AcgBlAGEAZABhAGIAbABlACAAbQBlAHQAYQBkAGEAdABhACAAZgBpAGUAbABkAHMAIAB3AGkAdABoAGkAbgAgAHQAZQB4AHQAIABvAHIAIABiAGkAbgBhAHIAeQAgAGYAaQBsAGUAcwAgAGEAcwAgAGwAbwBuAGcAIABhAHMAIAB0AGgAbwBzAGUAIABmAGkAZQBsAGQAcwAgAGMAYQBuACAAYgBlACAAZQBhAHMAaQBsAHkAIAB2AGkAZQB3AGUAZAAgAGIAeQAgAHQAaABlACAAdQBzAGUAcgAuAA0ACgANAAoAMwApACAATgBvACAATQBvAGQAaQBmAGkAZQBkACAAVgBlAHIAcwBpAG8AbgAgAG8AZgAgAHQAaABlACAARgBvAG4AdAAgAFMAbwBmAHQAdwBhAHIAZQAgAG0AYQB5ACAAdQBzAGUAIAB0AGgAZQAgAFIAZQBzAGUAcgB2AGUAZAAgAEYAbwBuAHQAIABOAGEAbQBlACgAcwApACAAdQBuAGwAZQBzAHMAIABlAHgAcABsAGkAYwBpAHQAIAB3AHIAaQB0AHQAZQBuACAAcABlAHIAbQBpAHMAcwBpAG8AbgAgAGkAcwAgAGcAcgBhAG4AdABlAGQAIABiAHkAIAB0AGgAZQAgAGMAbwByAHIAZQBzAHAAbwBuAGQAaQBuAGcAIABDAG8AcAB5AHIAaQBnAGgAdAAgAEgAbwBsAGQAZQByAC4AIABUAGgAaQBzACAAcgBlAHMAdAByAGkAYwB0AGkAbwBuACAAbwBuAGwAeQAgAGEAcABwAGwAaQBlAHMAIAB0AG8AIAB0AGgAZQAgAHAAcgBpAG0AYQByAHkAIABmAG8AbgB0ACAAbgBhAG0AZQAgAGEAcwAgAHAAcgBlAHMAZQBuAHQAZQBkACAAdABvACAAdABoAGUAIAB1AHMAZQByAHMALgANAAoADQAKADQAKQAgAFQAaABlACAAbgBhAG0AZQAoAHMAKQAgAG8AZgAgAHQAaABlACAAQwBvAHAAeQByAGkAZwBoAHQAIABIAG8AbABkAGUAcgAoAHMAKQAgAG8AcgAgAHQAaABlACAAQQB1AHQAaABvAHIAKABzACkAIABvAGYAIAB0AGgAZQAgAEYAbwBuAHQAIABTAG8AZgB0AHcAYQByAGUAIABzAGgAYQBsAGwAIABuAG8AdAAgAGIAZQAgAHUAcwBlAGQAIAB0AG8AIABwAHIAbwBtAG8AdABlACwAIABlAG4AZABvAHIAcwBlACAAbwByACAAYQBkAHYAZQByAHQAaQBzAGUAIABhAG4AeQAgAE0AbwBkAGkAZgBpAGUAZAAgAFYAZQByAHMAaQBvAG4ALAAgAGUAeABjAGUAcAB0ACAAdABvACAAYQBjAGsAbgBvAHcAbABlAGQAZwBlACAAdABoAGUAIABjAG8AbgB0AHIAaQBiAHUAdABpAG8AbgAoAHMAKQAgAG8AZgAgAHQAaABlACAAQwBvAHAAeQByAGkAZwBoAHQAIABIAG8AbABkAGUAcgAoAHMAKQAgAGEAbgBkACAAdABoAGUAIABBAHUAdABoAG8AcgAoAHMAKQAgAG8AcgAgAHcAaQB0AGgAIAB0AGgAZQBpAHIAIABlAHgAcABsAGkAYwBpAHQAIAB3AHIAaQB0AHQAZQBuACAAcABlAHIAbQBpAHMAcwBpAG8AbgAuAA0ACgANAAoANQApACAAVABoAGUAIABGAG8AbgB0ACAAUwBvAGYAdAB3AGEAcgBlACwAIABtAG8AZABpAGYAaQBlAGQAIABvAHIAIAB1AG4AbQBvAGQAaQBmAGkAZQBkACwAIABpAG4AIABwAGEAcgB0ACAAbwByACAAaQBuACAAdwBoAG8AbABlACwAIABtAHUAcwB0ACAAYgBlACAAZABpAHMAdAByAGkAYgB1AHQAZQBkACAAZQBuAHQAaQByAGUAbAB5ACAAdQBuAGQAZQByACAAdABoAGkAcwAgAGwAaQBjAGUAbgBzAGUALAAgAGEAbgBkACAAbQB1AHMAdAAgAG4AbwB0ACAAYgBlACAAZABpAHMAdAByAGkAYgB1AHQAZQBkACAAdQBuAGQAZQByACAAYQBuAHkAIABvAHQAaABlAHIAIABsAGkAYwBlAG4AcwBlAC4AIABUAGgAZQAgAHIAZQBxAHUAaQByAGUAbQBlAG4AdAAgAGYAbwByACAAZgBvAG4AdABzACAAdABvACAAcgBlAG0AYQBpAG4AIAB1AG4AZABlAHIAIAB0AGgAaQBzACAAbABpAGMAZQBuAHMAZQAgAGQAbwBlAHMAIABuAG8AdAAgAGEAcABwAGwAeQAgAHQAbwAgAGEAbgB5ACAAZABvAGMAdQBtAGUAbgB0ACAAYwByAGUAYQB0AGUAZAAgAHUAcwBpAG4AZwAgAHQAaABlACAARgBvAG4AdAAgAFMAbwBmAHQAdwBhAHIAZQAuAA0ACgANAAoAVABFAFIATQBJAE4AQQBUAEkATwBOAA0ACgBUAGgAaQBzACAAbABpAGMAZQBuAHMAZQAgAGIAZQBjAG8AbQBlAHMAIABuAHUAbABsACAAYQBuAGQAIAB2AG8AaQBkACAAaQBmACAAYQBuAHkAIABvAGYAIAB0AGgAZQAgAGEAYgBvAHYAZQAgAGMAbwBuAGQAaQB0AGkAbwBuAHMAIABhAHIAZQAgAG4AbwB0ACAAbQBlAHQALgANAAoADQAKAEQASQBTAEMATABBAEkATQBFAFIADQAKAFQASABFACAARgBPAE4AVAAgAFMATwBGAFQAVwBBAFIARQAgAEkAUwAgAFAAUgBPAFYASQBEAEUARAAgACIAQQBTACAASQBTACIALAAgAFcASQBUAEgATwBVAFQAIABXAEEAUgBSAEEATgBUAFkAIABPAEYAIABBAE4AWQAgAEsASQBOAEQALAAgAEUAWABQAFIARQBTAFMAIABPAFIAIABJAE0AUABMAEkARQBEACwAIABJAE4AQwBMAFUARABJAE4ARwAgAEIAVQBUACAATgBPAFQAIABMAEkATQBJAFQARQBEACAAVABPACAAQQBOAFkAIABXAEEAUgBSAEEATgBUAEkARQBTACAATwBGACAATQBFAFIAQwBIAEEATgBUAEEAQgBJAEwASQBUAFkALAAgAEYASQBUAE4ARQBTAFMAIABGAE8AUgAgAEEAIABQAEEAUgBUAEkAQwBVAEwAQQBSACAAUABVAFIAUABPAFMARQAgAEEATgBEACAATgBPAE4ASQBOAEYAUgBJAE4ARwBFAE0ARQBOAFQAIABPAEYAIABDAE8AUABZAFIASQBHAEgAVAAsACAAUABBAFQARQBOAFQALAAgAFQAUgBBAEQARQBNAEEAUgBLACwAIABPAFIAIABPAFQASABFAFIAIABSAEkARwBIAFQALgAgAEkATgAgAE4ATwAgAEUAVgBFAE4AVAAgAFMASABBAEwATAAgAFQASABFACAAQwBPAFAAWQBSAEkARwBIAFQAIABIAE8ATABEAEUAUgAgAEIARQAgAEwASQBBAEIATABFACAARgBPAFIAIABBAE4AWQAgAEMATABBAEkATQAsACAARABBAE0AQQBHAEUAUwAgAE8AUgAgAE8AVABIAEUAUgAgAEwASQBBAEIASQBMAEkAVABZACwAIABJAE4AQwBMAFUARABJAE4ARwAgAEEATgBZACAARwBFAE4ARQBSAEEATAAsACAAUwBQAEUAQwBJAEEATAAsACAASQBOAEQASQBSAEUAQwBUACwAIABJAE4AQwBJAEQARQBOAFQAQQBMACwAIABPAFIAIABDAE8ATgBTAEUAUQBVAEUATgBUAEkAQQBMACAARABBAE0AQQBHAEUAUwAsACAAVwBIAEUAVABIAEUAUgAgAEkATgAgAEEATgAgAEEAQwBUAEkATwBOACAATwBGACAAQwBPAE4AVABSAEEAQwBUACwAIABUAE8AUgBUACAATwBSACAATwBUAEgARQBSAFcASQBTAEUALAAgAEEAUgBJAFMASQBOAEcAIABGAFIATwBNACwAIABPAFUAVAAgAE8ARgAgAFQASABFACAAVQBTAEUAIABPAFIAIABJAE4AQQBCAEkATABJAFQAWQAgAFQATwAgAFUAUwBFACAAVABIAEUAIABGAE8ATgBUACAAUwBPAEYAVABXAEEAUgBFACAATwBSACAARgBSAE8ATQAgAE8AVABIAEUAUgAgAEQARQBBAEwASQBOAEcAUwAgAEkATgAgAFQASABFACAARgBPAE4AVAAgAFMATwBGAFQAVwBBAFIARQAuAA0ACgAAQ29weXJpZ2h0IDIwMTAsIDIwMTIgQWRvYmUgU3lzdGVtcyBJbmNvcnBvcmF0ZWQgKGh0dHA6Ly93d3cuYWRvYmUuY29tLyksIHdpdGggUmVzZXJ2ZWQgRm9udCBOYW1lICdTb3VyY2UnLiBBbGwgUmlnaHRzIFJlc2VydmVkLiBTb3VyY2UgaXMgYSB0cmFkZW1hcmsgb2YgQWRvYmUgU3lzdGVtcyBJbmNvcnBvcmF0ZWQgaW4gdGhlIFVuaXRlZCBTdGF0ZXMgYW5kL29yIG90aGVyIGNvdW50cmllcy4NCg0KVGhpcyBGb250IFNvZnR3YXJlIGlzIGxpY2Vuc2VkIHVuZGVyIHRoZSBTSUwgT3BlbiBGb250IExpY2Vuc2UsIFZlcnNpb24gMS4xLg0KDQpUaGlzIGxpY2Vuc2UgaXMgY29waWVkIGJlbG93LCBhbmQgaXMgYWxzbyBhdmFpbGFibGUgd2l0aCBhIEZBUSBhdDogaHR0cDovL3NjcmlwdHMuc2lsLm9yZy9PRkwNCg0KLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0NClNJTCBPUEVOIEZPTlQgTElDRU5TRSBWZXJzaW9uIDEuMSAtIDI2IEZlYnJ1YXJ5IDIwMDcNCi0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tDQoNClBSRUFNQkxFDQpUaGUgZ29hbHMgb2YgdGhlIE9wZW4gRm9udCBMaWNlbnNlIChPRkwpIGFyZSB0byBzdGltdWxhdGUgd29ybGR3aWRlIGRldmVsb3BtZW50IG9mIGNvbGxhYm9yYXRpdmUgZm9udCBwcm9qZWN0cywgdG8gc3VwcG9ydCB0aGUgZm9udCBjcmVhdGlvbiBlZmZvcnRzIG9mIGFjYWRlbWljIGFuZCBsaW5ndWlzdGljIGNvbW11bml0aWVzLCBhbmQgdG8gcHJvdmlkZSBhIGZyZWUgYW5kIG9wZW4gZnJhbWV3b3JrIGluIHdoaWNoIGZvbnRzIG1heSBiZSBzaGFyZWQgYW5kIGltcHJvdmVkIGluIHBhcnRuZXJzaGlwIHdpdGggb3RoZXJzLg0KDQpUaGUgT0ZMIGFsbG93cyB0aGUgbGljZW5zZWQgZm9udHMgdG8gYmUgdXNlZCwgc3R1ZGllZCwgbW9kaWZpZWQgYW5kIHJlZGlzdHJpYnV0ZWQgZnJlZWx5IGFzIGxvbmcgYXMgdGhleSBhcmUgbm90IHNvbGQgYnkgdGhlbXNlbHZlcy4gVGhlIGZvbnRzLCBpbmNsdWRpbmcgYW55IGRlcml2YXRpdmUgd29ya3MsIGNhbiBiZSBidW5kbGVkLCBl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<script src="data:application/x-javascript;base64,/*
 * Hammer.JS
 * version 0.4
 * author: Eight Media
 * https://github.com/EightMedia/hammer.js
 */
function Hammer(element, options, undefined)
{
    var self = this;

    var defaults = {
        // prevent the default event or not... might be buggy when false
        prevent_default    : false,
        css_hacks          : true,

        drag               : true,
        drag_vertical      : true,
        drag_horizontal    : true,
        // minimum distance before the drag event starts
        drag_min_distance  : 20, // pixels

        // pinch zoom and rotation
        transform          : true,
        scale_treshold     : 0.1,
        rotation_treshold  : 15, // degrees

        tap                : true,
        tap_double         : true,
        tap_max_interval   : 300,
        tap_double_distance: 20,

        hold               : true,
        hold_timeout       : 500
    };
    options = mergeObject(defaults, options);

    // some css hacks
    (function() {
        if(!options.css_hacks) {
            return false;
        }

        var vendors = ['webkit','moz','ms','o',''];
        var css_props = {
            "userSelect": "none",
            "touchCallout": "none",
            "userDrag": "none",
            "tapHighlightColor": "rgba(0,0,0,0)"
        };

        var prop = '';
        for(var i = 0; i < vendors.length; i++) {
            for(var p in css_props) {
                prop = p;
                if(vendors[i]) {
                    prop = vendors[i] + prop.substring(0, 1).toUpperCase() + prop.substring(1);
                }
                element.style[ prop ] = css_props[p];
            }
        }
    })();

    // holds the distance that has been moved
    var _distance = 0;

    // holds the exact angle that has been moved
    var _angle = 0;

    // holds the diraction that has been moved
    var _direction = 0;

    // holds position movement for sliding
    var _pos = { };

    // how many fingers are on the screen
    var _fingers = 0;

    var _first = false;

    var _gesture = null;
    var _prev_gesture = null;

    var _touch_start_time = null;
    var _prev_tap_pos = {x: 0, y: 0};
    var _prev_tap_end_time = null;

    var _hold_timer = null;

    var _offset = {};

    // keep track of the mouse status
    var _mousedown = false;

    var _event_start;
    var _event_move;
    var _event_end;


    /**
     * angle to direction define
     * @param  float    angle
     * @return string   direction
     */
    this.getDirectionFromAngle = function( angle )
    {
        var directions = {
            down: angle >= 45 && angle < 135, //90
            left: angle >= 135 || angle <= -135, //180
            up: angle < -45 && angle > -135, //270
            right: angle >= -45 && angle <= 45 //0
        };

        var direction, key;
        for(key in directions){
            if(directions[key]){
                direction = key;
                break;
            }
        }
        return direction;
    };


    /**
     * count the number of fingers in the event
     * when no fingers are detected, one finger is returned (mouse pointer)
     * @param  event
     * @return int  fingers
     */
    function countFingers( event )
    {
        // there is a bug on android (until v4?) that touches is always 1,
        // so no multitouch is supported, e.g. no, zoom and rotation...
        return event.touches ? event.touches.length : 1;
    }


    /**
     * get the x and y positions from the event object
     * @param  event
     * @return array  [{ x: int, y: int }]
     */
    function getXYfromEvent( event )
    {
        event = event || window.event;

        // no touches, use the event pageX and pageY
        if(!event.touches) {
            var doc = document,
                body = doc.body;

            return [{
                x: event.pageX || event.clientX + ( doc && doc.scrollLeft || body && body.scrollLeft || 0 ) - ( doc && doc.clientLeft || body && doc.clientLeft || 0 ),
                y: event.pageY || event.clientY + ( doc && doc.scrollTop || body && body.scrollTop || 0 ) - ( doc && doc.clientTop || body && doc.clientTop || 0 )
            }];
        }
        // multitouch, return array with positions
        else {
            var pos = [], src;
            for(var t=0, len=event.touches.length; t<len; t++) {
                src = event.touches[t];
                pos.push({ x: src.pageX, y: src.pageY });
            }
            return pos;
        }
    }


    /**
     * calculate the angle between two points
     * @param object pos1 { x: int, y: int }
     * @param object pos2 { x: int, y: int }
     */
    function getAngle( pos1, pos2 )
    {
        return Math.atan2(pos2.y - pos1.y, pos2.x - pos1.x) * 180 / Math.PI;
    }

    /**
     * trigger an event/callback by name with params
     * @param string name
     * @param array  params
     */
    function triggerEvent( eventName, params )
    {
        // return touches object
        params.touches = getXYfromEvent(params.originalEvent);
        params.type = eventName;

        // trigger callback
        if(isFunction(self["on"+ eventName])) {
            self["on"+ eventName].call(self, params);
        }
    }


    /**
     * cancel event
     * @param   object  event
     * @return  void
     */

    function cancelEvent(event){
        event = event || window.event;
        if(event.preventDefault){
            event.preventDefault();
        }else{
            event.returnValue = false;
            event.cancelBubble = true;
        }
    }


    /**
     * reset the internal vars to the start values
     */
    function reset()
    {
        _pos = {};
        _first = false;
        _fingers = 0;
        _distance = 0;
        _angle = 0;
        _gesture = null;
    }


    var gestures = {
        // hold gesture
        // fired on touchstart
        hold : function(event)
        {
            // only when one finger is on the screen
            if(options.hold) {
                _gesture = 'hold';
                clearTimeout(_hold_timer);

                _hold_timer = setTimeout(function() {
                    if(_gesture == 'hold') {
                        triggerEvent("hold", {
                            originalEvent   : event,
                            position        : _pos.start
                        });
                    }
                }, options.hold_timeout);
            }
        },


        // drag gesture
        // fired on mousemove
        drag : function(event)
        {
            // get the distance we moved
            var _distance_x = _pos.move[0].x - _pos.start[0].x;
            var _distance_y = _pos.move[0].y - _pos.start[0].y;
            _distance = Math.sqrt(_distance_x * _distance_x + _distance_y * _distance_y);

            // drag
            // minimal movement required
            if(options.drag && (_distance > options.drag_min_distance) || _gesture == 'drag') {
                // calculate the angle
                _angle = getAngle(_pos.start[0], _pos.move[0]);
                _direction = self.getDirectionFromAngle(_angle);

                // check the movement and stop if we go in the wrong direction
                var is_vertical = (_direction == 'up' || _direction == 'down');
                if(((is_vertical && !options.drag_vertical) || (!is_vertical && !options.drag_horizontal))
                    && (_distance > options.drag_min_distance)) {
                    return;
                }

                _gesture = 'drag';

                var position = { x: _pos.move[0].x - _offset.left,
                    y: _pos.move[0].y - _offset.top };

                var event_obj = {
                    originalEvent   : event,
                    position        : position,
                    direction       : _direction,
                    distance        : _distance,
                    distanceX       : _distance_x,
                    distanceY       : _distance_y,
                    angle           : _angle
                };

                // on the first time trigger the start event
                if(_first) {
                    triggerEvent("dragstart", event_obj);

                    _first = false;
                }

                // normal slide event
                triggerEvent("drag", event_obj);

                cancelEvent(event);
            }
        },


        // transform gesture
        // fired on touchmove
        transform : function(event)
        {
            if(options.transform) {
                var scale = event.scale || 1;
                var rotation = event.rotation || 0;

                if(countFingers(event) != 2) {
                    return false;
                }

                if(_gesture != 'drag' &&
                    (_gesture == 'transform' || Math.abs(1-scale) > options.scale_treshold
                        || Math.abs(rotation) > options.rotation_treshold)) {
                    _gesture = 'transform';

                    _pos.center = {  x: ((_pos.move[0].x + _pos.move[1].x) / 2) - _offset.left,
                        y: ((_pos.move[0].y + _pos.move[1].y) / 2) - _offset.top };

                    var event_obj = {
                        originalEvent   : event,
                        position        : _pos.center,
                        scale           : scale,
                        rotation        : rotation
                    };

                    // on the first time trigger the start event
                    if(_first) {
                        triggerEvent("transformstart", event_obj);
                        _first = false;
                    }

                    triggerEvent("transform", event_obj);

                    cancelEvent(event);

                    return true;
                }
            }

            return false;
        },


        // tap and double tap gesture
        // fired on touchend
        tap : function(event)
        {
            // compare the kind of gesture by time
            var now = new Date().getTime();
            var touch_time = now - _touch_start_time;

            // dont fire when hold is fired
            if(options.hold && !(options.hold && options.hold_timeout > touch_time)) {
                return;
            }

            // when previous event was tap and the tap was max_interval ms ago
            var is_double_tap = (function(){
                if (_prev_tap_pos && options.tap_double && _prev_gesture == 'tap' && (_touch_start_time - _prev_tap_end_time) < options.tap_max_interval) {
                    var x_distance = Math.abs(_prev_tap_pos[0].x - _pos.start[0].x);
                    var y_distance = Math.abs(_prev_tap_pos[0].y - _pos.start[0].y);
                    return (_prev_tap_pos && _pos.start && Math.max(x_distance, y_distance) < options.tap_double_distance);

                }
                return false;
            })();

            if(is_double_tap) {
                _gesture = 'double_tap';
                _prev_tap_end_time = null;

                triggerEvent("doubletap", {
                    originalEvent   : event,
                    position        : _pos.start
                });
                cancelEvent(event);
            }

            // single tap is single touch
            else {
                _gesture = 'tap';
                _prev_tap_end_time = now;
                _prev_tap_pos = _pos.start;

                if(options.tap) {
                    triggerEvent("tap", {
                        originalEvent   : event,
                        position        : _pos.start
                    });
                    cancelEvent(event);
                }
            }

        }

    };


    function handleEvents(event)
    {
        switch(event.type)
        {
            case 'mousedown':
            case 'touchstart':
                _pos.start = getXYfromEvent(event);
                _touch_start_time = new Date().getTime();
                _fingers = countFingers(event);
                _first = true;
                _event_start = event;

                // borrowed from jquery offset https://github.com/jquery/jquery/blob/master/src/offset.js
                var box = element.getBoundingClientRect();
                var clientTop  = element.clientTop  || document.body.clientTop  || 0;
                var clientLeft = element.clientLeft || document.body.clientLeft || 0;
                var scrollTop  = window.pageYOffset || element.scrollTop  || document.body.scrollTop;
                var scrollLeft = window.pageXOffset || element.scrollLeft || document.body.scrollLeft;

                _offset = {
                    top: box.top + scrollTop - clientTop,
                    left: box.left + scrollLeft - clientLeft
                };

                _mousedown = true;

                // hold gesture
                gestures.hold(event);

                if(options.prevent_default) {
                    cancelEvent(event);
                }
                break;

            case 'mousemove':
            case 'touchmove':
                if(!_mousedown) {
                    return false;
                }
                _event_move = event;
                _pos.move = getXYfromEvent(event);

                if(!gestures.transform(event)) {
                    gestures.drag(event);
                }
                break;

            case 'mouseup':
            case 'mouseout':
            case 'touchcancel':
            case 'touchend':
                if(!_mousedown || (_gesture != 'transform' && event.touches && event.touches.length > 0)) {
                    return false;
                }

                _mousedown = false;
                _event_end = event;

                // drag gesture
                // dragstart is triggered, so dragend is possible
                if(_gesture == 'drag') {
                    triggerEvent("dragend", {
                        originalEvent   : event,
                        direction       : _direction,
                        distance        : _distance,
                        angle           : _angle
                    });
                }

                // transform
                // transformstart is triggered, so transformed is possible
                else if(_gesture == 'transform') {
                    triggerEvent("transformend", {
                        originalEvent   : event,
                        position        : _pos.center,
                        scale           : event.scale,
                        rotation        : event.rotation
                    });
                }
                else {
                    gestures.tap(_event_start);
                }

                _prev_gesture = _gesture;

                // reset vars
                reset();
                break;
        }
    }


    // bind events for touch devices
    // except for windows phone 7.5, it doesnt support touch events..!
    if('ontouchstart' in window) {
        element.addEventListener("touchstart", handleEvents, false);
        element.addEventListener("touchmove", handleEvents, false);
        element.addEventListener("touchend", handleEvents, false);
        element.addEventListener("touchcancel", handleEvents, false);
    }
    // for non-touch
    else {

        if(element.addEventListener){ // prevent old IE errors
            element.addEventListener("mouseout", function(event) {
                if(!isInsideHammer(element, event.relatedTarget)) {
                    handleEvents(event);
                }
            }, false);
            element.addEventListener("mouseup", handleEvents, false);
            element.addEventListener("mousedown", handleEvents, false);
            element.addEventListener("mousemove", handleEvents, false);

            // events for older IE
        }else if(document.attachEvent){
            element.attachEvent("onmouseout", function(event) {
                if(!isInsideHammer(element, event.relatedTarget)) {
                    handleEvents(event);
                }
            }, false);
            element.attachEvent("onmouseup", handleEvents);
            element.attachEvent("onmousedown", handleEvents);
            element.attachEvent("onmousemove", handleEvents);
        }
    }


    /**
     * find if element is (inside) given parent element
     * @param   object  element
     * @param   object  parent
     * @return  bool    inside
     */
    function isInsideHammer(parent, child) {
        // get related target for IE
        if(!child && window.event && window.event.toElement){
            child = window.event.toElement;
        }

        if(parent === child){
            return true;
        }

        // loop over parentNodes of child until we find hammer element
        if(child){
            var node = child.parentNode;
            while(node !== null){
                if(node === parent){
                    return true;
                };
                node = node.parentNode;
            }
        }
        return false;
    }


    /**
     * merge 2 objects into a new object
     * @param   object  obj1
     * @param   object  obj2
     * @return  object  merged object
     */
    function mergeObject(obj1, obj2) {
        var output = {};

        if(!obj2) {
            return obj1;
        }

        for (var prop in obj1) {
            if (prop in obj2) {
                output[prop] = obj2[prop];
            } else {
                output[prop] = obj1[prop];
            }
        }
        return output;
    }

    function isFunction( obj ){
        return Object.prototype.toString.call( obj ) == "[object Function]";
    }
}"></script>
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<script src="data:application/x-javascript;base64,/**
 * @authors Luke Mahe
 * @authors Eric Bidelman
 * @fileoverview TODO
 */
document.cancelFullScreen = document.webkitCancelFullScreen ||
                            document.mozCancelFullScreen;

/**
 * @constructor
 */
function SlideDeck(el) {
  this.curSlide_ = 0;
  this.prevSlide_ = 0;
  this.config_ = null;
  this.container = el || document.querySelector('slides');
  this.slides = [];
  this.controller = null;

  this.getCurrentSlideFromHash_();

  // Call this explicitly. Modernizr.load won't be done until after DOM load.
  this.onDomLoaded_.bind(this)();
}

/**
 * @const
 * @private
 */
SlideDeck.prototype.SLIDE_CLASSES_ = [
  'far-past', 'past', 'current', 'next', 'far-next'];

/**
 * @const
 * @private
 */
SlideDeck.prototype.CSS_DIR_ = 'theme/css/';

/**
 * @private
 */
SlideDeck.prototype.getCurrentSlideFromHash_ = function() {
  var slideNo = parseInt(document.location.hash.substr(1));

  if (slideNo) {
    this.curSlide_ = slideNo - 1;
  } else {
    this.curSlide_ = 0;
  }
};

/**
 * @param {number} slideNo
 */
SlideDeck.prototype.loadSlide = function(slideNo) {
  if (slideNo) {
    this.curSlide_ = slideNo - 1;
    this.updateSlides_();
  }
};

/**
 * @private
 */
SlideDeck.prototype.onDomLoaded_ = function(e) {
  document.body.classList.add('loaded'); // Add loaded class for templates to use.

  this.slides = this.container.querySelectorAll('slide:not([hidden]):not(.hidden):not(.backdrop)');

  // If we're on a smartphone, apply special sauce.
  if (Modernizr.mq('only screen and (max-device-width: 480px)')) {
    // var style = document.createElement('link');
    // style.rel = 'stylesheet';
    // style.type = 'text/css';
    // style.href = this.CSS_DIR_ + 'phone.css';
    // document.querySelector('head').appendChild(style);

    // No need for widescreen layout on a phone.
    this.container.classList.remove('layout-widescreen');
  }

  this.loadConfig_(SLIDE_CONFIG);
  this.addEventListeners_();
  this.updateSlides_();

  // Add slide numbers and total slide count metadata to each slide.
  var that = this;
  for (var i = 0, slide; slide = this.slides[i]; ++i) {
    slide.dataset.slideNum = i + 1;
    slide.dataset.totalSlides = this.slides.length;

    slide.addEventListener('click', function(e) {
      if (document.body.classList.contains('overview')) {
        that.loadSlide(this.dataset.slideNum);
        e.preventDefault();
        window.setTimeout(function() {
          that.toggleOverview();
        }, 500);
      }
    }, false);
  }

  // Note: this needs to come after addEventListeners_(), which adds a
  // 'keydown' listener that this controller relies on.

  // Modernizr.touch isn't a sufficient check for devices that support both
  // touch and mouse. Create the controller in all cases.
  // // Also, no need to set this up if we're on mobile.
  // if (!Modernizr.touch) {
    this.controller = new SlideController(this);
    if (this.controller.isPopup) {
      document.body.classList.add('popup');
    }
  //}
};

/**
 * @private
 */
SlideDeck.prototype.addEventListeners_ = function() {
  document.addEventListener('keydown', this.onBodyKeyDown_.bind(this), true);
  window.addEventListener('popstate', this.onPopState_.bind(this), false);

  // var transEndEventNames = {
  //   'WebkitTransition': 'webkitTransitionEnd',
  //   'MozTransition': 'transitionend',
  //   'OTransition': 'oTransitionEnd',
  //   'msTransition': 'MSTransitionEnd',
  //   'transition': 'transitionend'
  // };
  //
  // // Find the correct transitionEnd vendor prefix.
  // window.transEndEventName = transEndEventNames[
  //     Modernizr.prefixed('transition')];
  //
  // // When slides are done transitioning, kickoff loading iframes.
  // // Note: we're only looking at a single transition (on the slide). This
  // // doesn't include autobuilds the slides may have. Also, if the slide
  // // transitions on multiple properties (e.g. not just 'all'), this doesn't
  // // handle that case.
  // this.container.addEventListener(transEndEventName, function(e) {
  //     this.enableSlideFrames_(this.curSlide_);
  // }.bind(this), false);

  // document.addEventListener('slideenter', function(e) {
  //   var slide = e.target;
  //   window.setTimeout(function() {
  //     this.enableSlideFrames_(e.slideNumber);
  //     this.enableSlideFrames_(e.slideNumber + 1);
  //   }.bind(this), 300);
  // }.bind(this), false);
};

/**
 * @private
 * @param {Event} e The pop event.
 */
SlideDeck.prototype.onPopState_ = function(e) {
  if (e.state != null) {
    this.curSlide_ = e.state;
    this.updateSlides_(true);
  }
};

/**
 * @param {Event} e
 */
SlideDeck.prototype.onBodyKeyDown_ = function(e) {

  // Don't handle keys if an input or text area is active. Do special handling
  // for selectize because it keeps focus within an offscreen textbox even
  // when just the select control is showing -- for selectize we refrain from
  // handling keys only when the text input is active or when the up or down
  // arrow key is pressed (which is used to open the list from the keyboard)
  var parentNode = e.target.parentNode || e.target; // handle no parent
  if (parentNode.classList && parentNode.classList.contains('selectize-input')) {
    if (parentNode.classList.contains('input-active') ||  // text input is active
       (e.keyCode == 38) || (e.keyCode == 40))            // up or down arrow
      return;
  } else if (/^(input|textarea)$/i.test(e.target.nodeName) ||
      e.target.isContentEditable) {
    return;
  }

  // Forward keydowns to the main slides if we're the popup.
  if (this.controller && this.controller.isPopup) {
    this.controller.sendMsg({keyCode: e.keyCode});
  }

  switch (e.keyCode) {
    case 13: // Enter
      if (document.body.classList.contains('overview')) {
        this.toggleOverview();
      }
      break;

    case 39: // right arrow
    case 32: // space
    case 34: // PgDn
      this.nextSlide();
      e.preventDefault();
      break;

    case 37: // left arrow
    case 8: // Backspace
    case 33: // PgUp
      this.prevSlide();
      e.preventDefault();
      break;

    case 40: // down arrow
      this.nextSlide();
      e.preventDefault();
      break;

    case 38: // up arrow
      this.prevSlide();
      e.preventDefault();
      break;

    case 72: // H: Toggle code highlighting
      document.body.classList.toggle('highlight-code');
      break;

    case 79: // O: Toggle overview
      this.toggleOverview();
      break;

    case 80: // P
      if (this.controller && this.controller.isPopup) {
        document.body.classList.toggle('with-notes');
      } else if (this.controller && !this.controller.popup) {
        document.body.classList.toggle('with-notes');
      }
      break;

    case 82: // R
      // TODO: implement refresh on main slides when popup is refreshed.
      break;

    case 27: // ESC: Hide notes and highlighting
      document.body.classList.remove('with-notes');
      document.body.classList.remove('highlight-code');

      if (document.body.classList.contains('overview')) {
        this.toggleOverview();
      }
      break;

    case 70: // F: Toggle fullscreen
       // Only respect 'f' on body. Don't want to capture keys from an <input>.
       // Also, ignore browser's fullscreen shortcut (cmd+shift+f) so we don't
       // get trapped in fullscreen!
      if (document.cancelFullScreen !== undefined && e.target == document.body && !(e.shiftKey && e.metaKey)) {
        if (document.mozFullScreen !== undefined && !document.mozFullScreen) {
          document.body.mozRequestFullScreen(Element.ALLOW_KEYBOARD_INPUT);
        } else if (document.webkitIsFullScreen !== undefined && !document.webkitIsFullScreen) {
          document.body.webkitRequestFullScreen(Element.ALLOW_KEYBOARD_INPUT);
        } else {
          document.cancelFullScreen();
        }
      }
      break;

    case 87: // W: Toggle widescreen
      // Only respect 'w' on body. Don't want to capture keys from an <input>.
      if (e.target == document.body && !(e.shiftKey && e.metaKey)) {
        this.container.classList.toggle('layout-widescreen');
      }
      break;
  }
};

/**
 *
 */
SlideDeck.prototype.focusOverview_ = function() {
  var overview = document.body.classList.contains('overview');

  for (var i = 0, slide; slide = this.slides[i]; i++) {
    slide.style[Modernizr.prefixed('transform')] = overview ?
        'translateZ(-2500px) translate(' + (( i - this.curSlide_ ) * 105) +
                                       '%, 0%)' : '';
  }
};

/**
 */
SlideDeck.prototype.toggleOverview = function() {
  document.body.classList.toggle('overview');

  this.focusOverview_();
};

/**
 * @private
 */
SlideDeck.prototype.loadConfig_ = function(config) {
  if (!config) {
    return;
  }

  this.config_ = config;

  var settings = this.config_.settings;

  this.loadTheme_(settings.theme || []);

  if (settings.favIcon) {
    this.addFavIcon_(settings.favIcon);
  }

  // Prettyprint. Default to on.
  if (!!!('usePrettify' in settings) || settings.usePrettify) {
    prettyPrint();
  }

  if (settings.analytics) {
    this.loadAnalytics_();
  }

  if (settings.fonts) {
    this.addFonts_(settings.fonts);
  }

  // Builds. Default to on.
  if (!!!('useBuilds' in settings) || settings.useBuilds) {
    this.makeBuildLists_();
  }

  if (settings.title) {
    document.title = settings.title.replace(/<br\/?>/, ' ');
    if (settings.eventInfo && settings.eventInfo.title) {
      document.title +=  ' - ' + settings.eventInfo.title;
    }
    document.querySelector('[data-config-title]').innerHTML = settings.title;
  }

  if (settings.subtitle) {
    document.querySelector('[data-config-subtitle]').innerHTML = settings.subtitle;
  }

  if (this.config_.presenters) {
    var presenters = this.config_.presenters;
    var dataConfigContact = document.querySelector('[data-config-contact]');

    var html = [];
    if (presenters.length == 1) {
      var p = presenters[0];

      var presenterTitle = [p.name];
      if (p.company) {
        presenterTitle.push(p.company);
      }
      html = presenterTitle.join(' - ') + '<br>';

      var gplus = p.gplus ? '<span>g+</span><a href="' + p.gplus +
          '">' + p.gplus.replace(/https?:\/\//, '') + '</a>' : '';

      var twitter = p.twitter ? '<span>twitter</span>' +
          '<a href="http://twitter.com/' + p.twitter + '">' +
          p.twitter + '</a>' : '';

      var www = p.www ? '<span>www</span><a href="' + p.www +
                        '">' + p.www.replace(/https?:\/\//, '') + '</a>' : '';

      var github = p.github ? '<span>github</span><a href="' + p.github +
          '">' + p.github.replace(/https?:\/\//, '') + '</a>' : '';

      var html2 = [gplus, twitter, www, github].join('<br>');

      if (dataConfigContact) {
        dataConfigContact.innerHTML = html2;
      }
    } else {
      for (var i = 0, p; p = presenters[i]; ++i) {
        html.push(p.name + ' - ' + p.company);
      }
      html = html.join('<br>');
      if (dataConfigContact) {
        dataConfigContact.innerHTML = html;
      }
    }

    var dataConfigPresenter = document.querySelector('[data-config-presenter]');
    if (dataConfigPresenter) {
      dataConfigPresenter.innerHTML = html;
      if (settings.eventInfo) {
        var date = settings.eventInfo.date;
        var dateInfo = date ? ' - <time>' + date + '</time>' : '';
        dataConfigPresenter.innerHTML += settings.eventInfo.title + dateInfo;
      }
    }
  }

  /* Left/Right tap areas. Default to including. */
  if (!!!('enableSlideAreas' in settings) || settings.enableSlideAreas) {
    var el = document.createElement('div');
    el.classList.add('slide-area');
    el.id = 'prev-slide-area';
    el.addEventListener('click', this.prevSlide.bind(this), false);
    this.container.appendChild(el);

    var el = document.createElement('div');
    el.classList.add('slide-area');
    el.id = 'next-slide-area';
    el.addEventListener('click', this.nextSlide.bind(this), false);
    this.container.appendChild(el);
  }

  if (Modernizr.touch && (!!!('enableTouch' in settings) ||
      settings.enableTouch)) {
    var self = this;

    // Note: this prevents mobile zoom in/out but prevents iOS from doing
    // it's crazy scroll over effect and disaligning the slides.
    window.addEventListener('touchstart', function(e) {
      e.preventDefault();
    }, false);

    var hammer = new Hammer(this.container);
    hammer.ondragend = function(e) {
      if (e.direction == 'right' || e.direction == 'down') {
        self.prevSlide();
      } else if (e.direction == 'left' || e.direction == 'up') {
        self.nextSlide();
      }
    };
  }
};

/**
 * @private
 * @param {Array.<string>} fonts
 */
SlideDeck.prototype.addFonts_ = function(fonts) {
  var el = document.createElement('link');
  el.rel = 'stylesheet';
  el.href = ('https:' == document.location.protocol ? 'https' : 'http') +
      '://fonts.googleapis.com/css?family=' + fonts.join('|') + '&v2';
  document.querySelector('head').appendChild(el);
};

/**
 * @private
 */
SlideDeck.prototype.buildNextItem_ = function() {
  var slide = this.slides[this.curSlide_];
  var toBuild = slide.querySelector('.to-build');
  var built = slide.querySelector('.build-current');

  if (built) {
    built.classList.remove('build-current');
    if (built.classList.contains('fade')) {
      built.classList.add('build-fade');
    }
  }

  if (!toBuild) {
    var items = slide.querySelectorAll('.build-fade');
    for (var j = 0, item; item = items[j]; j++) {
      item.classList.remove('build-fade');
    }
    return false;
  }

  toBuild.classList.remove('to-build');
  toBuild.classList.add('build-current');

  return true;
};

/**
 * @param {boolean=} opt_dontPush
 */
SlideDeck.prototype.prevSlide = function(opt_dontPush) {
  if (this.curSlide_ > 0) {
    var bodyClassList = document.body.classList;
    bodyClassList.remove('highlight-code');

    // Toggle off speaker notes if they're showing when we move backwards on the
    // main slides. If we're the speaker notes popup, leave them up.
    if (this.controller && !this.controller.isPopup) {
      bodyClassList.remove('with-notes');
    } else if (!this.controller) {
      bodyClassList.remove('with-notes');
    }

    this.prevSlide_ = this.curSlide_--;

    this.updateSlides_(opt_dontPush);
  }
};

/**
 * @param {boolean=} opt_dontPush
 */
SlideDeck.prototype.nextSlide = function(opt_dontPush) {
  if (!document.body.classList.contains('overview') && this.buildNextItem_()) {
    return;
  }

  if (this.curSlide_ < this.slides.length - 1) {
    var bodyClassList = document.body.classList;
    bodyClassList.remove('highlight-code');

    // Toggle off speaker notes if they're showing when we advanced on the main
    // slides. If we're the speaker notes popup, leave them up.
    if (this.controller && !this.controller.isPopup) {
      bodyClassList.remove('with-notes');
    } else if (!this.controller) {
      bodyClassList.remove('with-notes');
    }

    this.prevSlide_ = this.curSlide_++;

    this.updateSlides_(opt_dontPush);
  }
};

/* Slide events */

/**
 * Triggered when a slide enter/leave event should be dispatched.
 *
 * @param {string} type The type of event to trigger
 *     (e.g. 'slideenter', 'slideleave').
 * @param {number} slideNo The index of the slide that is being left.
 */
SlideDeck.prototype.triggerSlideEvent = function(type, slideNo) {
  var el = this.getSlideEl_(slideNo);
  if (!el) {
    return;
  }

  // Call onslideenter/onslideleave if the attribute is defined on this slide.
  var func = el.getAttribute(type);
  if (func) {
    new Function(func).call(el); // TODO: Don't use new Function() :(
  }

  // Dispatch event to listeners setup using addEventListener.
  var evt = document.createEvent('Event');
  evt.initEvent(type, true, true);
  evt.slideNumber = slideNo + 1; // Make it readable
  evt.slide = el;

  el.dispatchEvent(evt);
};

/**
 * @private
 */
SlideDeck.prototype.updateSlides_ = function(opt_dontPush) {
  var dontPush = opt_dontPush || false;

  var curSlide = this.curSlide_;
  for (var i = 0; i < this.slides.length; ++i) {
    switch (i) {
      case curSlide - 2:
        this.updateSlideClass_(i, 'far-past');
        break;
      case curSlide - 1:
        this.updateSlideClass_(i, 'past');
        break;
      case curSlide:
        this.updateSlideClass_(i, 'current');
        break;
      case curSlide + 1:
        this.updateSlideClass_(i, 'next');
        break;
      case curSlide + 2:
        this.updateSlideClass_(i, 'far-next');
        break;
      default:
        this.updateSlideClass_(i);
        break;
    }
  };

  this.triggerSlideEvent('slideleave', this.prevSlide_);
  this.triggerSlideEvent('slideenter', curSlide);

// window.setTimeout(this.disableSlideFrames_.bind(this, curSlide - 2), 301);
//
// this.enableSlideFrames_(curSlide - 1); // Previous slide.
// this.enableSlideFrames_(curSlide + 1); // Current slide.
// this.enableSlideFrames_(curSlide + 2); // Next slide.

   // Enable current slide's iframes (needed for page loat at current slide).
   this.enableSlideFrames_(curSlide + 1);

   // No way to tell when all slide transitions + auto builds are done.
   // Give ourselves a good buffer to preload the next slide's iframes.
   window.setTimeout(this.enableSlideFrames_.bind(this, curSlide + 2), 1000);

  this.updateHash_(dontPush);

  if (document.body.classList.contains('overview')) {
    this.focusOverview_();
    return;
  }

};

/**
 * @private
 * @param {number} slideNo
 */
SlideDeck.prototype.enableSlideFrames_ = function(slideNo) {
  var el = this.slides[slideNo - 1];
  if (!el) {
    return;
  }

  var frames = el.querySelectorAll('iframe');
  for (var i = 0, frame; frame = frames[i]; i++) {
    this.enableFrame_(frame);
  }
};

/**
 * @private
 * @param {number} slideNo
 */
SlideDeck.prototype.enableFrame_ = function(frame) {
  var src = frame.dataset.src;
  if (src && frame.src != src) {
    frame.src = src;
  }
};

/**
 * @private
 * @param {number} slideNo
 */
SlideDeck.prototype.disableSlideFrames_ = function(slideNo) {
  var el = this.slides[slideNo - 1];
  if (!el) {
    return;
  }

  var frames = el.querySelectorAll('iframe');
  for (var i = 0, frame; frame = frames[i]; i++) {
    this.disableFrame_(frame);
  }
};

/**
 * @private
 * @param {Node} frame
 */
SlideDeck.prototype.disableFrame_ = function(frame) {
  frame.src = 'about:blank';
};

/**
 * @private
 * @param {number} slideNo
 */
SlideDeck.prototype.getSlideEl_ = function(no) {
  if ((no < 0) || (no >= this.slides.length)) {
    return null;
  } else {
    return this.slides[no];
  }
};

/**
 * @private
 * @param {number} slideNo
 * @param {string} className
 */
SlideDeck.prototype.updateSlideClass_ = function(slideNo, className) {
  var el = this.getSlideEl_(slideNo);

  if (!el) {
    return;
  }

  if (className) {
    el.classList.add(className);
  }

  for (var i = 0, slideClass; slideClass = this.SLIDE_CLASSES_[i]; ++i) {
    if (className != slideClass) {
      el.classList.remove(slideClass);
    }
  }
};

/**
 * @private
 */
SlideDeck.prototype.makeBuildLists_ = function () {
  for (var i = this.curSlide_, slide; slide = this.slides[i]; ++i) {
    var items = slide.querySelectorAll('.build > *');
    for (var j = 0, item; item = items[j]; ++j) {
      if (item.classList) {
        item.classList.add('to-build');
        if (item.parentNode.classList.contains('fade')) {
          item.classList.add('fade');
        }
      }
    }
  }
};

/**
 * @private
 * @param {boolean} dontPush
 */
SlideDeck.prototype.updateHash_ = function(dontPush) {
  if (!dontPush) {
    var slideNo = this.curSlide_ + 1;
    // Add everything except the hash.
    var loc = location.protocol+'//'+location.host+location.pathname+(location.search?location.search:"");
    var hash = '#' + slideNo;
    if (window.history.pushState && (location.protocol !== "file:")) {
      window.history.pushState(this.curSlide_, 'Slide ' + slideNo, loc + hash);
    } else {
      window.location.replace(loc + hash);
    }

    // Record GA hit on this slide.
    if(typeof window.ga === 'function') {
      ga('set', 'page', hash)
      ga('send', 'pageview');
    }
  }
};


/**
 * @private
 * @param {string} favIcon
 */
SlideDeck.prototype.addFavIcon_ = function(favIcon) {
  var el = document.createElement('link');
  el.rel = 'icon';
  el.type = 'image/png';
  el.href = favIcon;
  document.querySelector('head').appendChild(el);
};

/**
 * @private
 * @param {string} theme
 */
SlideDeck.prototype.loadTheme_ = function(theme) {
  var styles = [];
  if (theme.constructor.name === 'String') {
    styles.push(theme);
  } else {
    styles = theme;
  }

  for (var i = 0, style; themeUrl = styles[i]; i++) {
    var style = document.createElement('link');
    style.rel = 'stylesheet';
    style.type = 'text/css';
    if (themeUrl.indexOf('http') == -1) {
      style.href = this.CSS_DIR_ + themeUrl + '.css';
    } else {
      style.href = themeUrl;
    }
    document.querySelector('head').appendChild(style);
  }
};

/**
 * @private
 */
SlideDeck.prototype.loadAnalytics_ = function() {
  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
    (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
    m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
  })(window,document,'script','//www.google-analytics.com/analytics.js','ga');

  ga('create', this.config_.settings.analytics, 'auto');
  ga('send', 'pageview');
};


var loadDeck = function(event) {
  // Polyfill missing APIs (if we need to), then create the slide deck.
  // iOS < 5 needs classList, dataset, and window.matchMedia. Modernizr contains
  // the last one.
  Modernizr.load({
    complete: function() {
      window.slidedeck = new SlideDeck();
    }
  });
};

if (document.readyState !== "loading" &&
    document.querySelector('slides') === null) { 
  // if the document is done loading but our element hasn't yet appeared, defer
  // loading of the deck
  window.setTimeout(function() {
    loadDeck(null);
  }, 0);
} else {
  // still loading the DOM, so wait until it's finished
  document.addEventListener("DOMContentLoaded", loadDeck);
}



"></script>
<style type="text/css">
b, strong {
font-weight: bold;
}
em {
font-style: italic;
}
summary {
display: list-item;
}
slides > slide {
-webkit-transition: all 0.4s ease-in-out;
-moz-transition: all 0.4s ease-in-out;
-o-transition: all 0.4s ease-in-out;
transition: all 0.4s ease-in-out;
}
.auto-fadein {
-webkit-transition: opacity 0.6s ease-in;
-webkit-transition-delay: 0.4s;
-moz-transition: opacity 0.6s ease-in 0.4s;
-o-transition: opacity 0.6s ease-in 0.4s;
transition: opacity 0.6s ease-in 0.4s;
opacity: 0;
}
/* https://github.com/ropensci/plotly/pull/524#issuecomment-468142578 */
slide:not(.current) .plotly.html-widget{
display: block;
}
slides > slide:not(.nobackground):before {
font-size: 12pt;
content: "";
position: absolute;
bottom: 20px;
left: 60px;
background: url(www/logo_full.png) no-repeat 0 50%;
-webkit-background-size: 30px 30px;
-moz-background-size: 30px 30px;
-o-background-size: 30px 30px;
background-size: 30px 30px;
padding-left: 40px;
height: 30px;
line-height: 1.9;
}
</style>
<link href="data:text/css;charset=utf-8,%0A%2Egdbar%20img%20%7B%0Awidth%3A%20200px%20%21important%3B%0Aheight%3A%20101px%20%21important%3B%0Amargin%3A%208px%208px%3B%0A%7D%0A%2Egdbar%20%7B%0Awidth%3A%20250px%20%21important%3B%0Aheight%3A%20118px%20%21important%3B%0A%7D%0A%0Aslides%20%3E%20slide%3Anot%28%2Enobackground%29%3Abefore%20%7B%0Awidth%3A%20100px%3B%0Aheight%3A%2050px%3B%0Abackground%2Dsize%3A%20100px%2050px%3B%0A%7D" rel="stylesheet" type="text/css" />
</head>
<body style="opacity: 0">
<slides class="layout-widescreen">
<slide class="title-slide segue nobackground">
<aside class="gdbar"><img src="data:image/png;base64,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"></aside>
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<p style="margin-top: 6px; margin-left: -2px;">02-06/12/2019</p>
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<slide class="segue dark nobackground level1"><hgroup class = 'auto-fadein'><h2>Day 2</h2></hgroup><article id="day-2">
</article></slide><slide class=""><hgroup><h2>Today's agenda</h2></hgroup><article id="todays-agenda">
<h3>Morning</h3>
<ul>
<li>Arsenio: <strong>Univariate graphs</strong> - Categorical</li>
<li>Ben: <strong>Univeriate graphs</strong> - Quantitative</li>
<li>Joe: <strong>Univariate graphs</strong> - Exercises</li>
</ul>
<h3>Afternoon</h3>
<ul>
<li>Ben: <strong>Bivariate graphs</strong> - Introduction</li>
<li>Arsenio: <strong>Bivariate graphs</strong>|Categorical vs Categorical</li>
<li>Joe: <strong>Bivariate graphs</strong>|Quantitative vs Quantitative</li>
<li>Ben: <strong>Bivariate graphs</strong>|Categorical vs Quantitative</li>
<li>Arsenio: <strong>Bivariate graphs</strong> - Exercises</li>
</ul>
</article></slide><slide class=""><hgroup><h2>Univariate graphs (Arsenio)</h2></hgroup><article id="univariate-graphs-arsenio">
<ul>
<li>Plot the distribution of data from a single variable</li>
<li>The variable can be</li>
<li>Categorical (e.g., sex, marital status, race)
<ul>
<li>typically plotted with a <strong>bar chart</strong>, a <strong>pie chart</strong>, or (less commonly) a <strong>tree map</strong></li>
</ul></li>
<li>Quantitative (e.g., height, age, weight)
<ul>
<li>typically plotted with a <strong>histogram</strong>, <strong>kernel density plot</strong>, or <strong>dot plot</strong></li>
</ul></li>
</ul>
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Counts</h3></hgroup><article id="categoricalbar-chart----counts">
<pre class = 'prettyprint lang-r'># Importing the data (marriage records of 98 individuals in Mobile County, Alabama)
marriage <- rio::import("data/marriage.rds")
# Plot the distribution of wedding participants' race
ggplot(marriage, aes(x = race)) + geom_bar() </pre>
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Counts</h3></hgroup><article id="categoricalbar-chart----counts-1">
<pre class = 'prettyprint lang-r'># Plot the distribution of race with modified colors and labels
ggplot(marriage, aes(x = race)) +
geom_bar(fill = "lightseagreen",
color="black") +
labs(x = "Race",
y = "Frequency",
title = "Participants by race")</pre>
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Counts</h3></hgroup><article id="categoricalbar-chart----counts-2">
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Percentages</h3></hgroup><article id="categoricalbar-chart----percentages">
<ul>
<li>The code <code>aes(x=race)</code> is shortcut for <code>aes(x = race, y = ..count..)</code>, where <code>..count..</code> is a ggplot calculated variable representing the frequency within each category</li>
</ul>
<pre class = 'prettyprint lang-r'># Plot the distribution as percentages
ggplot(marriage, aes(x = race, y = ..count.. / sum(..count..))) +
geom_bar(fill = "lightseagreen", color="black") +
labs(x = "Race",
y = "Frequency",
title = "Participants by race") +
scale_y_continuous(labels = scales::percent)</pre>
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Percentages</h3></hgroup><article id="categoricalbar-chart----percentages-1">
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Sorting categories</h3></hgroup><article id="categoricalbar-chart----sorting-categories">
<p>To sort the bars by frequency:</p>
<ul>
<li>calculate explicitly the frequencies</li>
<li>sort the categories by the frequency</li>
<li>use the option <code>stat="identity"</code> in <code>geom_bar</code></li>
</ul>
<pre class = 'prettyprint lang-r'># Calculate the frenquency of each race and save
library(dplyr)
racetab <- marriage %>% group_by(race) %>% summarise(n=n()) # or
racetab <- marriage %>% count(race) </pre>
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Sorting categories</h3></hgroup><article id="categoricalbar-chart----sorting-categories-1">
<pre class = 'prettyprint lang-r'># Plot the bars in ascending order (use `reorder(race, -n)` to sort in descending order)
ggplot(racetab, aes(x = reorder(race, n),
y = n)) +
geom_bar(stat = "identity",
fill = "lightseagreen",
color="black") +
labs(x = "Race",
y = "Frequency",
title = "Participants by race") </pre>
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Sorting categories</h3></hgroup><article id="categoricalbar-chart----sorting-categories-2">
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Labeling bars</h3></hgroup><article id="categoricalbar-chart----labeling-bars">
<pre class = 'prettyprint lang-r'># Plot the bars with numeric labels
ggplot(racetab, aes(x = reorder(race, n),
y = n)) +
geom_bar(stat = "identity",
fill = "lightseagreen",
color="black") +
geom_text(aes(label = n),
vjust=-0.5)+
labs(x = "Race",
y = "Frequency",
title = "Participants by race") </pre>
<ul>
<li><code>geom_text</code> adds the labels, and <code>vjust</code> controls vertical justification</li>
</ul>
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Labeling bars</h3></hgroup><article id="categoricalbar-chart----labeling-bars-1">
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Labeling bars (%)</h3></hgroup><article id="categoricalbar-chart----labeling-bars-2">
<pre class = 'prettyprint lang-r'>library(scales)
# Calculate percentages based on counts previously calculated
racepct <- racetab %>%
mutate(p = n/sum(n), pct = paste0(round(p*100,1), "%"))
# Plot the bars as percentages, in decending order with bar labels
ggplot(racepct, aes(x = reorder(race, -p), y = p)) +
geom_bar(stat = "identity", fill = "lightseagreen", color="black") +
geom_text(aes(label = pct),vjust=-0.25)+
scale_y_continuous(labels = percent) +
labs(x = "Race", y = "Proportion", title = "Participants by race")</pre>
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Labeling bars (%)</h3></hgroup><article id="categoricalbar-chart----labeling-bars-3">
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Overlapping labels</h3></hgroup><article id="categoricalbar-chart----overlapping-labels">
<pre class = 'prettyprint lang-r'># Bar chart with overlapping labels
ggplot(marriage, aes(x = officialTitle)) +
geom_bar(fill = "lightseagreen",
color="black") +
labs(x = "Officiate",
y = "Frequency",
title = "Marriages by officiate") </pre>
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Overlapping labels</h3></hgroup><article id="categoricalbar-chart----overlapping-labels-1">
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Overlapping labels</h3></hgroup><article id="categoricalbar-chart----overlapping-labels-2">
<ul>
<li>Solution: flip the x and y axes (<code>coord_flip()</code>)</li>
</ul>
<pre class = 'prettyprint lang-r'># Horizontal bar chart
ggplot(marriage, aes(x = officialTitle)) +
geom_bar(fill = "lightseagreen",
color="black") +
labs(x = "Officiate",
y = "Frequency",
title = "Marriages by officiate") +
coord_flip() </pre>
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Overlapping labels</h3></hgroup><article id="categoricalbar-chart----overlapping-labels-3">
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Overlapping labels</h3></hgroup><article id="categoricalbar-chart----overlapping-labels-4">
<ul>
<li>Alternative solution: rotate the axis labels.</li>
</ul>
<pre class = 'prettyprint lang-r'># Bar chart with rotated labels
ggplot(marriage, aes(x = officialTitle)) +
geom_bar(fill = "lightseagreen",
color="black") +
labs(x = "Officiate",
y = "Frequency",
title = "Marriages by officiate") +
theme(axis.text.x = element_text(angle = 45, hjust = 1)) </pre>
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Bar chart – Overlapping labels</h3></hgroup><article id="categoricalbar-chart----overlapping-labels-5">
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Pie chart</h3></hgroup><article id="categoricalpie-chart">
<ul>
<li>Humans are better at distinguishing the length of bars than the volume of pie slices</li>
<li>If the goal is to compare the frequency of categories, bar charts are better</li>
<li>If the goal is compare each category with the the whole (e.g., what portion of participants are Hispanic compared to all participants), and the number of categories is small, then pie charts may work</li>
</ul>
<pre class = 'prettyprint lang-r'># Prepare data for pie chart
racepie <- marriage %>%
count(race) %>%
arrange(desc(race)) %>%
mutate(pp = round(n*100/sum(n), 1), lab.ypos = cumsum(pp) - 0.5*pp) %>%
mutate(lab = paste0(race, "\n", round(pp), "%"))</pre>
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Pie chart – Basic</h3></hgroup><article id="categoricalpie-chart----basic">
<pre class = 'prettyprint lang-r'># Create a basic pie chart
ggplot(racepie,aes(x = "", y = pp, fill = race)) +
geom_bar(width = 1, stat = "identity") +
coord_polar("y", start = 0, direction = -1) +
theme_void()</pre>
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Pie chart – Slice labels</h3></hgroup><article id="categoricalpie-chart----slice-labels">
<pre class = 'prettyprint lang-r'># Create a basic pie chart
ggplot(racepie, aes(x = "", y = pp, fill = race)) +
geom_bar(width = 1, stat = "identity") +
geom_text(aes(y = lab.ypos, label = lab), color = "black") +
coord_polar("y", start = 0, direction = -1) +
theme_void() +
theme(legend.position = "FALSE") +
labs(title = "Participants by race")</pre>
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Pie chart – Slice labels</h3></hgroup><article id="categoricalpie-chart----slice-labels-1">
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Tree map</h3></hgroup><article id="categoricaltree-map">
<ul>
<li>An alternative to a pie chart</li>
<li>It handles variables with many categories better that pie chart</li>
</ul>
<pre class = 'prettyprint lang-r'>library(treemapify)
# Tabulate officialTitle variable
ottm <- marriage %>% count(officialTitle)
# Create a treemap of marriage officials
ggplot(ottm, aes(fill = officialTitle, area = n)) +
geom_treemap() +
labs(title = "Marriages by officiate")</pre>
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Tree map</h3></hgroup><article id="categoricaltree-map-1">
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Tree map – Tile labels</h3></hgroup><article id="categoricaltree-map----tile-labels">
<pre class = 'prettyprint lang-r'># Create a treemap with tile labels
ggplot(ottm, aes(fill = officialTitle, area = n, label = officialTitle)) +
geom_treemap() +
geom_treemap_text(colour = "white", place = "centre") +
labs(title = "Marriages by officiate") +
theme(legend.position = "none")</pre>
</article></slide><slide class=""><hgroup><h2>Categorical</h2><h3>Tree map – Tile labels</h3></hgroup><article id="categoricaltree-map----tile-labels-1">
</article></slide><slide class=""><hgroup><h2>Univariate graphs</h2><h3>Quantitative (Ben)</h3></hgroup><article id="univariate-graphsquantitative-ben">
</article></slide><slide class=""><hgroup><h2>histogram</h2></hgroup><article id="histogram">
<pre class = 'prettyprint lang-r'>dat <- trees
ggplot(data = dat, aes(Girth)) + geom_histogram()</pre>
<pre >## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.</pre>
<p><img 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" width="720" /></p>
</article></slide><slide class=""><hgroup><h2>density</h2></hgroup><article id="density">
<pre class = 'prettyprint lang-r'>dat <- trees
ggplot(data = dat, aes(Girth)) + geom_density()</pre>
<p><img src="data:image/png;base64,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" width="720" /></p>
</article></slide><slide class=""><hgroup><h2>boxplot</h2></hgroup><article id="boxplot">
<pre class = 'prettyprint lang-r'>dat <- trees
ggplot(data = dat, aes(x = '', y = Girth)) + geom_boxplot()</pre>
<p><img 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" width="720" /></p>
</article></slide><slide class=""><hgroup><h2>Univariate graphs </h2><h3> Exercises (Joe)</h3></hgroup><article id="univariate-graphs-exercises-joe">
<p>www.databrew.cc/exercises1</p>
</article></slide><slide class="segue dark nobackground level1"><hgroup class = 'auto-fadein'><h2>Afternoon</h2></hgroup><article id="afternoon-1">
</article></slide><slide class="segue dark nobackground level1"><hgroup class = 'auto-fadein'><h2>Bivariate graphs</h2></hgroup><article id="bivariate-graphs">
</article></slide><slide class=""><hgroup><h2>Bivariate graphs</h2><h3>Introduction (Ben)</h3></hgroup><article id="bivariate-graphsintroduction-ben">
<ul>
<li>Two variables</li>
<li>3 main types:</li>
<li>categorical and categorical</li>
<li>categorical and numeric</li>
<li>numeric and numeric</li>
</ul>
</article></slide><slide class=""><hgroup><h2>Bivariate graphs - categorical and categorical</h2></hgroup><article id="bivariate-graphs---categorical-and-categorical">
</article></slide><slide class=""><hgroup><h2>Bivariate graphs - categorical and numeric</h2></hgroup><article id="bivariate-graphs---categorical-and-numeric">
</article></slide><slide class=""><hgroup><h2>Bivariate graphs - numeric and numeric</h2></hgroup><article id="bivariate-graphs---numeric-and-numeric">
</article></slide><slide class=""><hgroup><h2>Bivariate graphs</h2><h3>Categorical vs Categorical (Arsenio)</h3></hgroup><article id="bivariate-graphscategorical-vs-categorical-arsenio">
</article></slide><slide class=""><hgroup><h2>Categorical vs Categorical</h2></hgroup><article id="categorical-vs-categorical">
<ul>
<li>Typically used graphs: stacked, grouped, and segmented bar charts</li>
<li>Other: mosaic chart</li>
</ul>
<pre class = 'prettyprint lang-r'># Importing the data
mpg <- rio::import('data/mpg.rds')</pre>
<ul>
<li>We are intesrested in the relationship between automobile class and drive type (front-wheel, rear-wheel, or 4-wheel drive)</li>
</ul>
</article></slide><slide class=""><hgroup><h2>Categorical vs Categorical</h2><h3>Stacked bar chart</h3></hgroup><article id="categorical-vs-categoricalstacked-bar-chart">
<pre class = 'prettyprint lang-r'># Stacked bar chart
ggplot(mpg, aes(x = class, fill = drv)) +
geom_bar() </pre>
</article></slide><slide class=""><hgroup><h2>Categorical vs Categorical</h2><h3>Grouped bar chart</h3></hgroup><article id="categorical-vs-categoricalgrouped-bar-chart">
<pre class = 'prettyprint lang-r'># Grouped bar chart
ggplot(mpg, aes(x = class, fill = drv)) +
geom_bar(position = "dodge")</pre>
</article></slide><slide class=""><hgroup><h2>Categorical vs Categorical</h2><h3>Grouped bar chart – Preserving zero count bars</h3></hgroup><article id="categorical-vs-categoricalgrouped-bar-chart----preserving-zero-count-bars">
<pre class = 'prettyprint lang-r'># Grouped bar plot preserving zero count bars
ggplot(mpg, aes(x = class, fill = drv)) +
geom_bar(position = position_dodge(preserve = "single"))</pre>
</article></slide><slide class=""><hgroup><h2>Categorical vs Categorical</h2><h3>Segmented bar chart</h3></hgroup><article id="categorical-vs-categoricalsegmented-bar-chart">
<ul>
<li>A stacked bar plot where each bar represents 100%</li>
<li>Useful if the goal is to compare the percentage of a category in one variable across each level of another variable</li>
</ul>
<pre class = 'prettyprint lang-r'># Bar plot, with each bar representing 100%
ggplot(mpg, aes(x = class, fill = drv)) +
geom_bar(position = "fill") +
labs(y = "Proportion")</pre>
</article></slide><slide class=""><hgroup><h2>Categorical vs Categorical</h2><h3>Segmented bar chart</h3></hgroup><article id="categorical-vs-categoricalsegmented-bar-chart-1">
</article></slide><slide class=""><hgroup><h2>Categorical vs Categorical</h2><h3>Segmented bar chart – colour and labeling</h3></hgroup><article id="categorical-vs-categoricalsegmented-bar-chart----colour-and-labeling">
<pre class = 'prettyprint lang-r'># Bar plot, with each bar representing 100%, reordered bars, and better labels and colors
library(scales)
ggplot(mpg, aes(x = factor(class,levels = c("2seater", "subcompact", "compact",
"midsize", "minivan", "suv", "pickup")),
fill = factor(drv, levels = c("f", "r", "4"),
labels = c("front-wheel", "rear-wheel", "4-wheel")))) +
geom_bar(position = "fill") +
scale_y_continuous(breaks = seq(0, 1, .2), label = percent) +
scale_fill_brewer(palette = "Set2") +
labs(y = "Percent", fill = "Drive Train", x = "Class",
title = "Automobile Drive by Class") </pre>
</article></slide><slide class=""><hgroup><h2>Categorical vs Categorical</h2><h3>Segmented bar chart – colour and labeling</h3></hgroup><article id="categorical-vs-categoricalsegmented-bar-chart----colour-and-labeling-1">
</article></slide><slide class=""><hgroup><h2>Categorical vs Categorical</h2><h3>Segmented bar chart – labeling segments</h3></hgroup><article id="categorical-vs-categoricalsegmented-bar-chart----labeling-segments">
<pre class = 'prettyprint lang-r'># Create a summary dataset
library(dplyr)
cds <- mpg %>%
group_by(class, drv) %>%
summarize(n = n()) %>%
mutate(p = n/sum(n),pct = scales::percent(p,accuracy = 0.1))
# Print from the 2nd to 4th rows in HTML table
kable(cds[2:4,])</pre>
</article></slide><slide class=""><hgroup><h2>Categorical vs Categorical</h2><h3>Segmented bar chart – labeling segments</h3></hgroup><article id="categorical-vs-categoricalsegmented-bar-chart----labeling-segments-1">
<pre class = 'prettyprint lang-r'># Create segmented bar chart adding labels to each segment
ggplot(cds, aes(x = factor(class,levels = c("2seater", "subcompact", "compact",
"midsize", "minivan", "suv", "pickup")),
y = p,
fill = factor(drv, levels = c("f", "r", "4"),
labels = c("front-wheel", "rear-wheel", "4-wheel")))) +
geom_bar(stat = "identity", position = "fill") +
scale_y_continuous(breaks = seq(0, 1, .2), label = percent) +
geom_text(aes(label = pct), size = 3, position = position_stack(vjust = 0.5)) +
scale_fill_brewer(palette = "Set2") +
labs(y = "Percent", fill = "Drive Train", x = "Class",
title = "Automobile Drive by Class")</pre>
</article></slide><slide class=""><hgroup><h2>Categorical vs Categorical</h2><h3>Segmented bar chart – labeling segments</h3></hgroup><article id="categorical-vs-categoricalsegmented-bar-chart----labeling-segments-2">
</article></slide><slide class=""><hgroup><h2>Categorical vs Categorical</h2><h3>Mosaic plot</h3></hgroup><article id="categorical-vs-categoricalmosaic-plot">
<ul>
<li>An alternative to stacked bar charts for displaying the relationship between categorical variables</li>
<li>It is less commonly used</li>
<li>As of now, mosaic geomtry function is not available in <code>ggplot2</code> package, it is provided by the <code>ggmosaic</code> package</li>
</ul>
<pre class = 'prettyprint lang-r'>library(ggmosaic)
ggplot(mpg)+
geom_mosaic(aes(x = product(class,drv), fill = drv))+
theme_minimal()</pre>
</article></slide><slide class=""><hgroup><h2>Categorical vs Categorical</h2><h3>Mosaic plot</h3></hgroup><article id="categorical-vs-categoricalmosaic-plot-1">
</article></slide><slide class=""><hgroup><h2>Bivariate graphs</h2><h3>Quantitative vs Quantitative (Joe)</h3></hgroup><article id="bivariate-graphsquantitative-vs-quantitative-joe">
<pre class = 'prettyprint lang-r'>data('USArrests')
arrests <- USArrests</pre>
</article></slide><slide class=""><hgroup><h2>Bivariate graphs</h2><h3>Quantitative vs Quantitative (Joe)</h3></hgroup><article id="bivariate-graphsquantitative-vs-quantitative-joe-1">
<p>What are the names of the columns?</p>
<pre class = 'prettyprint lang-r'>head(arrests)</pre>
<pre >## Murder Assault UrbanPop Rape
## Alabama 13.2 236 58 21.2
## Alaska 10.0 263 48 44.5
## Arizona 8.1 294 80 31.0
## Arkansas 8.8 190 50 19.5
## California 9.0 276 91 40.6
## Colorado 7.9 204 78 38.7</pre>
</article></slide><slide class=""><hgroup><h2>Bivariate graphs</h2><h3>Quantitative vs Quantitative (Joe)</h3></hgroup><article id="bivariate-graphsquantitative-vs-quantitative-joe-2">
<p>How can we visualize the relationship between the percentage of a state which is urban, and the murder rate?</p>
</article></slide><slide class=""><hgroup><h2>Bivariate graphs</h2><h3>Quantitative vs Quantitative (Joe)</h3></hgroup><article id="bivariate-graphsquantitative-vs-quantitative-joe-3">
<p>How can we visualize the relationship between the Assault rate and the murder rate?</p>
</article></slide><slide class=""><hgroup><h2>Bivariate graphs</h2><h3>Exercises</h3></hgroup><article id="bivariate-graphsexercises">
<p>www.databrew.cc/exercises2</p>
</article></slide><slide class=""><hgroup><h2>Bivariate graphs</h2><h3>Categorical vs Quantitative (Ben)</h3></hgroup><article id="bivariate-graphscategorical-vs-quantitative-ben">
</article></slide><slide class=""><hgroup><h2>barplot</h2></hgroup><article id="barplot">
<!-- The heights of the bars commonly represent one of two things: either a count of cases in each group, or the values in a column of the data frame. By default, geom_bar uses stat="bin" . ... If you want the heights of the bars to represent values in the data, use stat="identity" and map a value to the y aesthetic. -->
<pre class = 'prettyprint lang-r'>dat <- gapminder
ggplot(data = dat, aes(country, lifeExp)) + geom_bar(stat = 'identity') </pre>
<p><img src="data:image/png;base64,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" width="720" /></p>
<pre class = 'prettyprint lang-r'>continent <- dat %>% group_by(continent) %>% summarise(mean_pop = mean(pop))
ggplot(data = continent, aes(continent, mean_pop)) + geom_bar(stat = 'identity')</pre>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABaAAAANgCAMAAADtRj90AAAC8VBMVEUAAAABAQECAgIDAwMEBAQFBQUGBgYHBwcICAgJCQkKCgoLCwsMDAwNDQ0ODg4PDw8QEBARERESEhITExMUFBQVFRUWFhYXFxcYGBgZGRkaGhobGxscHBwdHR0eHh4fHx8gICAhISEjIyMkJCQlJSUmJiYnJycoKCgpKSkqKiorKyssLCwtLS0uLi4vLy8wMDAxMTEyMjIzMzM0NDQ1NTU2NjY4ODg5OTk6Ojo7Ozs8PDw9PT0+Pj4/Pz9AQEBBQUFCQkJDQ0NERERFRUVHR0dISEhJSUlKSkpLS0tMTExNTU1OTk5PT09QUFBRUVFSUlJTU1NUVFRVVVVWVlZXV1dYWFhZWVlaWlpbW1tcXFxdXV1eXl5fX19gYGBhYWFiYmJjY2NkZGRlZWVmZmZnZ2doaGhpaWlqampra2tsbGxtbW1ubm5vb29wcHBxcXFycnJzc3N0dHR1dXV2dnZ3d3d4eHh5eXl6enp7e3t8fHx+fn5/f3+AgICBgYGCgoKDg4OEhISFhYWGhoaHh4eIiIiJiYmKioqLi4uMjIyNjY2Ojo6Pj4+QkJCRkZGSkpKTk5OUlJSVlZWWlpaXl5eYmJiZmZmampqbm5ucnJydnZ2enp6fn5+goKChoaGioqKjo6OkpKSlpaWmpqanp6eoqKipqamqqqqrq6usrKytra2urq6vr6+wsLCxsbGysrKzs7O0tLS2tra3t7e4uLi5ubm6urq7u7u8vLy9vb2+vr6/v7/AwMDBwcHCwsLDw8PExMTFxcXGxsbHx8fIyMjJycnKysrLy8vMzMzNzc3Ozs7Pz8/Q0NDR0dHS0tLT09PU1NTV1dXW1tbX19fY2NjZ2dna2trb29vc3Nzd3d3e3t7f39/g4ODh4eHi4uLj4+Pk5OTl5eXm5ubn5+fo6Ojp6enq6urr6+vs7Ozt7e3u7u7v7+/w8PDx8fHy8vLz8/P09PT19fX29vb39/f4+Pj5+fn6+vr7+/v8/Pz9/f3+/v7///+/UbCcAAAACXBIWXMAAB2HAAAdhwGP5fFlAAAgAElEQVR4nO3df4CdZX3n/Vvso1jQWrW1tj6P2lLdlf3R4q52627X9nmefXavycyESUIIQwgGQkAhoFSpUARSNGBM+WGKCshSiFLLFgN2WQwNWSViqWKUBMUC8isYSAKJyZBk7r+e8+OamftcuXK4iec6n+/ker/+yDn3nDPj+X7POW/GMyeTogQAmFSobwAAII5AA4BRBBoAjCLQAGAUgQYAowg0ABhFoAHAKAINAEYRaAAwikADgFEEGgCMItAAYBSBBgCjCDQAGHWQgX5k2aJjT1/x9Eteb/OK+cMnf25b8+zxbtKPOq6z5Wf27CvH1TdBY4/N+yO9sbJ8Tn0bJHaV5Tb1bZDYWZbPq29DRE8CfecMN/PkITd030tc7yeznTvBudHNnYF+hEBbRaBzQ6Bt6UWgnxweWL23HPtrN+eF7ldc4i7cWj5ztruocX6X9013eeeVLAaBQOeGQOfmEA706lZxy/JMt755snXlOSMLlz+y//U2ufmNx325feaMLZMf2za6aBeBNotA54ZA29KLQK9yn2qdftT9r8afG0bd4MJBN3TPfte7yl3TOl3qbpn82CdnhiW3GAQCnRsCnZtDONA/HRlqfOs8/j8Hjt9WlrtH3bW7y7Eb3PBT/uKRidcwzmt/h934jnv5xKfe6VaFX81iEAh0bgh0bg7hQJePLHQfPHe+O6v5w79VblnrYyvc1WGgF7mNrdN17nz/kV2j83dPfJGN89q27rGncfPUN0FjPOPB96pvg8Q+BjelJ4H+ydmtd2Nc0Hyf3bnuwdbHNrnFYaBH3BOt0wfcGf4jN7q7Jr/I/ce0bTuomwAAh7qDCvSDI0M3PrH7sZUDJzxelvPciqublrtZ/uJKoJ9snX7PLWp/4NmZp49PfhUCDQDdHFSgz3S3tk6vcReXe6be3jwwXm5opnrw1OafO5ovcWxqXW+dO6/9iTe61VNfZe/2ti0G7SvH1TdBo/H/sJ5V3waJsbLcqr4NErvK0uRTMLmdZfmC+jZE9CDQO5xrf9f7cPOb5rmu8ra5O6ZyvaX5Q8L232S53X2mdbpn3swd+385iz+U4oeEueGHhLk5dH9I+POBgZ2tM4+5OePlOe6hdn23bPeXT77EcaW7vnV6mbu5dbrGh5pAm0Wgc0OgbelBoMtF7u7W6VfdJ8ryOv8eupvcdWGgN7qF+xonY7NnbG4dT3xHTaDNItC5IdC29CLQt7vj1o2Xe+8Ybr7P+fk5AzftKcfXDg89Hga6PMtdOV7uuchd0jraOei/8ybQZhHo3BBoW3oR6PIK52YuHHIDNzYP7p3thhfPcwN3T1w6FeiHZ7njzh1xJz7TOlrnzop9MYtBINC5IdC5OZQDXT5wyaJjF3/qx+2Dp1eceewpyx6NXe+p5aNDC1b6N9KtcF8g0MYR6NwQaFt6E+heshgEAp0bAp0bAl2TxSAQ6NwQ6NwQ6JosBoFA54ZA54ZA12QxCAQ6NwQ6NwS6JotBINC5IdC5IdA1WQwCgc4Ngc4Nga7JYhAIdG4IdG4IdE0Wg0Cgc0Ogc0Oga7IYBAKdGwKdGwJdk8UgEOjcEOjcEOiaLAaBQOeGQOeGQNdkMQgEOjcEOjcEuiaLQSDQuSHQuSHQNVkMAoHODYHODYGuyWIQCHRuCHRuCHRNFoNAoHNDoHNDoGuyGAQCnRsCnRsCXZPFIBDo3BDo3BDomiwGgUDrHXeIU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQ0E+jmDGoFW3wSNRqC3qm+Dpw5oaur9ersbnVLfBomfl+UO9W2ICOpoINDj6hsAk9QBTU29X0wHBgK9fZs9je+g1TdBY6+d+0Md0NTU+/XGGt9Iqm+DxK6y3Km+DRFBHQ0E2sprnlW8Bq2nDmhq6v16vAZtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUMeDDPS+1WfPOuGCH7zk9TavmD988ue2Nc8e7yb9iEBbRaD7Rr1fj0Db0pNAv/hnzs2d5dzfv8T1fjLbuROcG93cGehHCLRVBLpv1Pv1CLQtPQn0Srfwx+Pjqwdmbu5+vSXuwq3lM2e7ixrnd3nfdJd3XslKEKoItJ46oKmp9+sRaFt6EehnBoefaZ5+2t3aPNm68pyRhcsf2f96m9z8scbJ9pkztkx+bNvool0E2iwC3Tfq/XoE2pZeBPpW9+nW6fafNDu9YdQNLhx0Q/fsd72r3DWt06XulsmPfXJmWHIrQagi0HrqgKam3q9HoG3pRaAvdXdPHeweddfuLsducMNP+Y+MTLyGcZ5b3zpd7ZZPXPtOtyr8alaCUEWg9dQBTU29X49A29KLQH/Ubbj74tETL7i3ebDKLWt9cIW7Ogz0IrexdbrOne8/smt0/u6Jr/KDgbbn9trTuHnqm6AxbmdwdUBTU+/Xa9zj+9S3QWKfzcF7EeiT3UVu4KSZzq1oHJzrHmx9cJNbHAZ6xD3ROn3AneE/cqO7a/Kr3H9M27aDuQk45KkDmpp6v5gODirQw87dsLMcXzvi1pTlPLfi6qblbpa/uBLoJ1un33OL2h94dubp45Nf5Xv/ue25cXsaN099EzQMDa4OaGrq/XqG7vE+szl4LwI9z322dfp37mPlnqm3Nw+MlxuaqR48tfnnjuZLHJta11vnzmt/4o1u9f5fzcprnlW8Bq2nDmhq6v16vAZtSy8Cfab7Vuv0MTcyXs51lbfN3TGV6y3NHxLe1/ro7e4zrdM982buINCmEei+Ue/XI9C29CLQF7m1rdNH3GhZnuMeatd3y3Z/8eRLHFe661unl7mbW6drfKgJtFkEum/U+/UItC29CPTd7pLW6c3uk2V5nX8P3U3uujDQG93CfY2Tsdkz2n/jcOI7agJtFoHuG/V+PQJtSy8Cvfckd83Py323D814sDHknIGb9pTja4eHHg8DXZ7lrhwv91zke75zcGAngbaNQPeNer8egbalF4Eu7x9yM06e6Qb/rnlw72w3vHieG5j8yytTgX54ljvu3BF3Yusvhpfr3FmxL2YlCFUEWk8d0NTU+/UItC09CXT52OUnDp+2zP+l7adXnHnsKcsejV3vqeWjQwtW+nc6r3BfINDGEei+Ue/XI9C29CbQvWQlCFUEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdTQQ6K0GNQKtvgkaextPV/Vt8NQBTU29X293Wb6gvg0Sjf8y7VTfhoigjgYCPa6+ATBJHdDU1PvFdGAg0Or/ZMXwHbSeOqCpqffr8R20LUEdDQTaymueVbwGracOaGrq/Xq8Bm1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSxW6A3f+vr396RMs1tVoJQRaD11AFNTb1fj0DbEtTxgIH+8geOKBpe+Yc3jRPofBDovlHv1yPQttQL9NYPFJP+eBuBzgaB7hv1fj0CbUutQO/9g6L49Y9cc+dty0cOK4r37yPQuSDQfaPer0egbakV6GuK4oKft89u/P2iuJZA54JA9416vx6BtqVWoP9j8aHJ80+8pfijhHm2E4QqAq2nDmhq6v16BNqWoI7xQL+heHTq4OziTenqXNoJQhWB1lMHNDX1fj0CbUtQx3igD39j5eDm4vBkcW6yEoQqAq2nDmhq6v16BNqWoI7xQL/zsK1TB5cWv5OuzqWdIFQRaD11QFNT79cj0LYEdYwH+uPFysnze99XfDhhnu0EoYpA66kDmpp6vx6BtiWoYzzQP3vrq77mz+5ZXLz+SQKdCwLdN+r9egTallqBLr/7tuL9N6x/6rG1n31H8Zo7drQR6EMfge4b9X49Am1LrUAfffRbi/0R6EMfge4b9X49Am1LrUBH6kygs0Cg+0a9X49A21Ir0F+IItCHPgLdN+r9egTallqB7isrQagi0HrqgKam3q9HoG0J6kigowi0njqgqan36xFoW4I6HjDQz6+c9a43v/GooSu3J+6zmSBUEWg9dUBTU+/XI9C2BHU8UKCv/ZWJHw2+7loCnQ8C3Tfq/XoE2pZ6gV7WKPNrf29o5D2va5xZTqCzQaD7Rr1fj0DbUivQP3xl8Wuf3dk8t+svf634PzYR6FwQ6L5R79cj0LbUCvRpxavXT5y/99XFGSn7bCYIVQRaTx3Q1NT79Qi0LUEd44H+3WLx1MHpxbvS1bm0E4QqAq2nDmhq6v16BNqWoI7xQB9RfGnq4MbiyHR1Lu0EoYpA66kDmpp6vx6BtiWoYzzQv1zcMHVwY3FEujqXdoJQRaD11AFNTb1fj0DbEtQxHuijitOmDj5UvDNdnUs7Qagi0HrqgKam3q9HoG0J6hgP9KLKDwm/c3i11glYCUIVgdZTBzQ19X49Am1LUMcDv83uql3Nc2Mr31y88ocEOhcEum/U+/UItC21Al1eVhTFr753zpz3vaFx5tNJ+2wmCFUEWk8d0NTU+/UItC31Al1e+7qJv+p95OfT9tlMEKoItJ46oKmp9+sRaFtqBrrcdtXwUW9641FDV2w90DV6xUoQqgi0njqgqan36xFoW4I68utGowi0njqgqan36xFoW4I6dgv05m99/dup/qXYCitBqCLQeuqApqber0egbQnqeMBAf/kDRzRfgX7lH940TqDzQaD7Rr1fj0DbUi/QWz8w9W/F/vE2Ap0NAt036v16BNqWWoHe+wdF8esfuebO25aPHFYU799HoHNBoPtGvV+PQNtSK9DXFMUFP2+f3fj7RXEtgc4Fge4b9X49Am1LrUD/x+JDk+efeEvxRwnzbCcIVQRaTx3Q1NT79Qi0LUEd44F+Q/Ho1MHZxZvS1bm0E4QqAq2nDmhq6v16BNqWoI7xQB/+xsrBzcXhyeLcZCUIVQRaTx3Q1NT79Qi0LUEd44F+52GVvz94afE76epc2glCFYHWUwc0NfV+PQJtS1DHeKA/XqycPL/3fcWHE+bZThCqCLSeOqCpqffrEWhbgjrGA/2zt77qa/7snsXF658k0Lkg0H2j3q9HoG2pFejyu28r3n/D+qceW/vZdxSvuWNHG4E+9BHovlHv1yPQttQK9NFHv7XYH4E+9BHovlHv1yPQttQKdKTOBDoLBLpv1Pv1CLQttQL9hSgCfegj0H2j3q9HoG2pFeiIK14ffuShoU+85GdtXjF/+OTPtX7b0vFu0o8ItFUEum/U+/UItC0HG+jLwms+f7J7yUD/ZLZzJzg3urkz0I8QaKsIdN+o9+sRaFt6FejxC91LB3qJu3Br+czZ7qLG+V3eN93lnVeyEoQqAq2nDmhq6v16BNqWXgX6y+5DE4HeuvKckYXLH9n/cza5+WONk+0zZ2yZ/Ni20UW7CLRZBLpv1Pv1CLQtPQr092Z8fK0P9IZRN7hw0A3ds9/nXOWuaZ0udbdMfuyTM8OSWwlCFYHWU/yniKgAACAASURBVAc0NfV+PQJtS28C/ey8E5773+1A7x511+4ux25ww0/5C0cmXsM4z61vna52yyc+8U63KvzKVoJQRaD11AFNTb1fj0Db0pNA7/3TGQ+UPtCr3LLWx1a4q8NAL3IbW6fr3Pn+I7tG5++e+CL3H9OW+F/UwjSlDmhq6v1iOji4QH+x+ZqFD/S57sHWxza5xf7SyUCPuCdapw+4M/xHbnR3TX4RAo1u1AFNTb1fTAcHFehvugvHJwM9z624umm5m+UvrgS6/WuWvucWtT/w7MzTp/6N8B8MtD23157GzVPfBI1xO4OrA5qaer9e4x7fp74NEvtsDt6DQD89e8Hz5USg90y9vXlgvNzQTPXgqc0/dzRf4tjU+oR17rz2Z97oVu//la285lnFa9B66oCmpt6vx2vQtvQg0Gvd3NMaTnTHnnbao+VcV3nb3B1Tud7S/CHhfa2P3u4+0zrdM29m5FfiWQlCFYHWUwc0NfV+PQJtS08CXf1b2+e4h9r13bLdXz75EseV7vr257qbW6drfKgJtFkEum/U+/UItC09CLTnX4O+zr+H7iZ3XRjojW7hvsbJ2OwZm1vHE99RE2izCHTfqPfrEWhbeh7o5+cM3LSnHF87PPR4GOjyLHfleLnnIndJ62jn4MBOAm0bge4b9X49Am1LzwNd3jvbDS+e5wbunrhgKtAPz3LHnTviTnymdbTOnRX7ylaCUEWg9dQBTU29X49A29L7QJdPrzjz2FOWPRr7rKeWjw4tWOnf6bzCRX+ltJUgVBFoPXVAU1Pv1yPQtvQu0L1iJQhVBFpPHdDU1Pv1CLQtQR1rZ/drc3rc5UlWglBFoPXUAU1NvV+PQNsS1PFAgR7/8d9/fdK6VG0m0NYQ6L5R79cj0LbUC/Q9b6v+a7HvINC5INB9o96vR6BtqRXon7yq45/zfi2BzgWB7hv1fj0CbUutQM8vXnvpNzdOIdC5INB9o96vR6BtqRXof1F8I2mTO1gJQhWB1lMHNDX1fj0CbUtQx3igD39X+i5PshKEKgKtpw5oaur9egTalqCO8UD/xh8mz/IUK0GoItB66oCmpt6vR6BtCeoYD/TAkeHvjU7IShCqCLSeOqCpqffrEWhbgjrGA/0Ph12SPswTrAShikDrqQOamnq/HoG2JajjAd4HfdlhF2yPX9J7VoJQRaD11AFNTb1fj0DbEtQxHujVqxcWv/rfPnzRxR6BzgWB7hv1fj0CbUutQBcBAp0LAt036v16BNqWWoE+MkCgc0Gg+0a9X49A21Ir0H1lJQhVBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQxxqB/vZg9B9C6RkrQagi0HrqgKam3q9HoG0J6lgj0H9WDCQJ8wQrQagi0HrqgKam3q9HoG0J6niAQO9dPuNo7x1FcSyBzgWB7hv1fj0CbUutQO/7/6pvsnv1PQQ6FwS6b9T79Qi0LbUCfWtRvG3+0CuK2YvmvLk48h+T9tlMEKoItJ46oKmp9+sRaFtqBfq/Fr+zrSznFF8syz0nFKcT6GwQ6L5R79cj0LbUCvQ7i0sbf15XfLDx576jXvEdAp0LAt036v16BNqWWoE+ori18eeDxfubB39ZnEKgc0Gg+0a9X49A21Ir0L/SCvTYK9/YPPiH4rcJdC4IdN+o9+sRaFtqBfrdxbLmyTuKRxt/PlAcTqBzQaD7Rr1fj0DbUivQI8VRzV8H/V+KlY0//7Z4K4HOBYHuG/V+PQJtS61Ary2K3218D3158bZHy+3vLT5AoHNBoPtGvV+PQNtSK9Dl/KJ4fVk+dWTxqncfWRRfIdC5INB9o96vR6BtqRfo8sr3vrnx55cOa/5NwjnjBDoXBLpv1Pv1CLQtNQNdli82//j2gv+84KaUdS7tBKGKQOupA5qaer8egbYlqCO/DzqKQOupA5qaer8egbYlqGP3QO9Ll+UpVoJQRaD11AFNTb1fj0DbEtTxgIF+/Pw//o0jGpcu/UHiPpsJQhWB1lMHNDX1fj0CbUtQxwMFetkv+3/O++3FkrQ/IzQThCoCracOaGrq/XoE2pZ6gb60Eeej5zYD/W+KYjGBzgaB7hv1fj0CbUutQG98RfHb32hc2Lh0xynFYRsIdC4IdN+o9+sRaFtqBfrU4siHynagy/H3FgsIdC4IdN+o9+sRaFtqBfroYkk5Eejy6uI9BDoXBLpv1Pv1CLQttQJ9RLFqKtC3F68j0Lkg0H2j3q9HoG2pFejXF9dMBfr64lcIdC4IdN+o9+sRaFtqBfrfFbOnAr24+NcEOhcEum/U+/UItC21Ar20KL46EegHX1WcS6BzQaD7Rr1fj0DbUivQz7+leOWSnzYDvffmXy9e81MCnQsC3Tfq/XoE2pZagS6//bqiKN5aFL93eFG84r8n7bOZIFQRaD11QFNT79cj0LbUC3T54z8pvN9cnbbPZoJQRaD11AFNTb1fj0DbUjPQZfn9vxj6g3/7nxauGkubZztBqCLQeuqApqber0egbQnqyO+DjiLQeuqApqber0egbQnqSKCjCLSeOqCpqffrEWhbgjoeKNAvbvz7r09aR6BzQaD7Rr1fj0DbUi/Qn//VouIdBDoXBLpv1Pv1CLQttQJ9R9HhtQQ6FwS6b9T79Qi0LbUC/UfFb15x78YpBDoXBLpv1Pv1CLQttQL95lc9mLTJHawEoYpA66kDmpp6vx6BtiWoYzzQh//79F2eZCUIVQRaTx3Q1NT79Qi0LUEd44E+6l+l7/IkK0GoItB66oCmpt6vR6BtCeoYD/SfvuIH6cM8wUoQqgi0njqgqan36xFoW4I6xgO97W3v3JS+zJ6VIFQRaD11QFNT79cj0LYEdTzA+6AffsurjvvUFyYR6FwQ6L5R79cj0LbUC/THXtHxRmgCnQsC3Tfq/XoE2pZagf5i519UIdDZINB9o96vR6BtqRXoY4p3/4/Hd0wh0Lkg0H2j3q9HoG2pFegjf/nxpE3uYCUIVQRaTx3Q1NT79Qi0LUEd44F+7R+k7/IkK0GoItB66oCmpt6vR6BtCeoYD/R73pW+y5OsBKGKQOupA5qaer8egbYlqGM80CuLb6UP8wQrQagi0HrqgKam3q9HoG0J6hgP9PjAb92TvsyelSBUEWg9dUBTU+/XI9C2BHWMB3r1rf+i+A+LPzGJQOeCQPeNer8egbalVqAL3gdNoNXUAU1NvV+PQNtSK9BvChDoXBDovlHv1yPQttQKdF9ZCUIVgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwOBft6g8XJcfRM09pblC+rb4KkDmpp6v96LZblTfRskdpflLvVtiAjqaCDQ4+obAJPUAU1NvV9MBwYC/ZxB+8px9U3Q2FOWW9W3wVMHNDX1fr3GN5LPq2+DxM/Lcof6NkQEdTQQaCuveVbxGrSeOqCpqffr8Rq0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUQRaTx3Q1NT79Qi0LUEdCXQUgdZTBzQ19X49Am1LUEcCHUWg9dQBTU29X49A2xLUkUBHEWg9dUBTU+/XI9C2BHUk0FEEWk8d0NTU+/UItC1BHQl0FIHWUwc0NfV+PQJtS1BHAh1FoPXUAU1NvV+PQNsS1JFARxFoPXVAU1Pv1yPQtgR1JNBRBFpPHdDU1Pv1CLQtQR0JdBSB1lMHNDX1fj0CbUtQRwIdRaD11AFNTb1fj0DbEtSRQEcRaD11QFNT79cj0LYEdSTQUYYCre5IagyuRaBtCepIoKMIdN8wuBaBtiWoI4GOItB9w+BaBNqWoI4EOopA9w2DaxFoW4I6EugoAt03DK5FoG0J6kigowh03zC4FoG2JagjgY4i0H3D4FoE2pagjgQ6ikD3DYNrEWhbgjoS6CgC3TcMrkWgbQnqSKCjCHTfMLgWgbYlqCOBjiLQfcPgWgTalqCOBDqKQPcNg2sRaFuCOhLoKALdNwyuRaBtCepIoKMIdN8wuBaBtiWoI4GOItB9w+BaBNqWoI4EOopA9w2DaxFoW4I6EugoAt03DK5FoG0J6kigowh03zC4FoG2JagjgY4i0H3D4FoE2pagjgQ6ikD3DYNrEWhbgjoS6CgC3TcMrkWgbQnqSKCjCHTfMLgWgbYlqCOBjiLQfcPgWgTalqCOBDqKQPcNg2sRaFuCOhLoKALdNwyuRaBtCepIoKMIdN8wuBaBtiWoI4GOItB9w+BaBNqWoI4EOopA9w2DaxFoW4I6EugoAt03DK5FoG0J6kigowh03zC4FoG2JagjgY4i0H3D4FoE2pagjgQ6ikD3DYNrEWhbgjoS6CgC3TcMrkWgbQnqeJCBfmzZGceeuvTBl7ze5hXzh0/+3Lbm2ePdpB8R6PrUHUmNwbUItC09CfRdg27olJlu4Esvcb2fzHbuBOdGN3cG+hECXZ+6I6kxuBaBtqUXgX5utrt+T7nv9kH3re5XXOIu3Fo+c7a7qHF+l/dNd3nnlQh0V+qOpMbgWgTall4E+hb38dbpze6C5snWleeMLFz+yP7X2+TmjzVOts+csWXyY9tGF+0i0C+DuiOpMbgWgbalF4G+zK1unT7sjm/8uWHUDS4cdEP37He9q9w1rdOl7pbJj31yZlhyAt2VuiOpMbgWgbalF4G+deVjrdPvulPKcveou3Z3OXaDG37KXzwy8RrGeW5963S1Wz7xqXe6VRNn925v22JQI9DqmzBB3ZHUGFyrEWiTT8HkGoF+QX0bInoRaG/svOZ3yKvcstbRCnd1GOhFbmPrdJ07339k1+j83ROffv8xbdt+gZuQAXVHUmNw4IB+gUA/e45b0Ijrua79brtNbrG/YDLQI+6J1ukD7gz/kRvdXZOfT6BrUXckNQYHDuigA71r1Sx3RvNFjXluxdVNy90sf1El0E+2Tr/nFrU/8OzM08cnv8LGeW1b99jTuHnqmzBB3ZHUGFxrX1nuVd8GCaOD9yjQ60bdnFv2Njs29fbmgfFyQzPVg6c2/9zRfIljU/vK7rz2Z93of7rYgR8SdqXuSGoMrsUPCW3pSaDHlrqhL73QPj/XVd42d8dUrrc0f0h4X+ujt7vPtE73zJu5g0C/TOqOpMbgWgTall4Eeu+FbvHDEwfnuIfa9d2y3X9k8iWOK931rdPL3M2t0zU+1AT6ZVB3JDUG1yLQtvQi0He5c8cmD67z76G7yV0XBnqjW7ivcTI2e8bm1vHEd9QE+mVQdyQ1Btci0Lb0ItBL3D++2LanMeScgZv2lONrh4ceDwNdnuWuHC/3XOQuaR3tHBzYSaBfLnVHUmNwLQJtSw8CvXdw8oXmUxqH9852w4vnuYG7Jy6fCvTDs9xx5464E59pHa1zZ8W+HIHuSt2R1Bhci0Db0oNAP+U6Al0+veLMY09Z9mj0qstHhxas9O90XuG+QKBfNnVHUmNwLQJtSw8C3WMEuit1R1JjcC0CbUtQRwIdRaD7hsG1CLQtQR0JdBSB7hsG1yLQtgR1JNBRBLpvGFyLQNsS1JFARxHovmFwLQJtS1BHAh1FoPuGwbUItC1BHQl0FIHuGwbXItC2BHUk0FEEum8YXItA2xLUkUBHEei+YXAtAm1LUEcCHUWg+4bBtQi0LUEdCXQUge4bBtci0LYEdSTQUQS6bxhci0DbEtSRQEcR6L5hcC0CbUtQRwIdRaD7hsG1CLQtQR0JdBSB7hsG1yLQtgR1JNBRBLpvGFyLQNsS1JFARxHovmFwLQJtS1BHAh1FoPuGwRlcgkDXRKC7Uj+dUmNwBpcg0DUR6K7UT6fUGJzBJQh0TQS6K/XTKTUGZ3AJAl0Tge5K/XRKjcEZXIJA10Sgu1I/nVJjcAaXINA1Eeiu1E+n1BicwSUIdE0Euiv10yk1BmdwCQJdE4HuSv10So3BGVyCQNdEoLtSP51SY3AGlyDQNRHortRPp9QYnMElCHRNBLor9dMpNQZncAkCXROB7kr9dEqNwRlcgkDXRKC7Uj+dUmNwBpcg0DUR6K7UT6fUGJzBJQh0TQS6K/XTKTUGZ3AJAl0Tge5K/XRKjcEZXIJA10Sgu1I/nVJjcAaXINA1Eeiu1E+n1BicwSUIdE0Euiv10yk1BmdwCQJdE4HuSv10So3BGVyCQNdEoLtSP51SY3AGlyDQNRHortRPp9QYnMElCHRNBLor9dMpNQZncAkCXROB7kr9dEqNwRlcgkDXRKC7Uj+dUmNwBpcg0DUR6K7UT6fUGJzBJQh0TQS6K/XTKTUGZ3AJAl0Tge5K/XRKjcEZXIJA10Sgu1I/nVJjcAaXINA1Eeiu1E+n1BicwSUIdE0Euiv10yk1BmdwCQJdE4HuSv10So3BGVyCQNdEoLtSP51SY3AGlyDQNRHortRPp9QYnMElCHRNBLor9dMpNQZncAkCXROB7kr9dEqNwRlcgkDXRKC7Uj+dUmNwBpcg0DUR6K7UT6fUGJzBJQh0TQS6K/XTKTUGZ3AJAl0Tge5K/XRKjcEZXIJA10Sgu1I/nVJjcAaXINA1Eeiu1E+n1BicwSUIdE0Euiv10yk1BmdwCQJdE4HuSv10So3BGVyCQNdEoLtSP51SY3AGlyDQNRHortRPp9QYnMElCHRNBLor9dMpNQZncAkCXROB7kr9dEqNwRlcgkDXRKC7Uj+dUmNwBpcg0DUR6K7UT6fUGJzBJQh0TQS6K/XTKTUGZ3AJAl0Tge5K/XRKjcEZXIJA10Sgu1I/nVJjcAaXINA1Eeiu1E+n1BicwSUIdE0Euiv10yk1BmdwCQJdE4HuSv10So3BGVyCQNdEoLtSP51SY3AGlyDQNRHortRPp9QYnMElCHRNBLor9dMpNQZncAkCXROB7kr9dEqNwRlcgkDXRKC7Uj+dUmNwBpcg0DUR6K7UT6fUGJzBJQh0TS8YNF6Oq2/CBPXTKTUGZ3CJsbLcpb4NEUEdDQR6XH0DbFM/nVJjcAbHARkI9LNbalA/qJLLdnIGZ3CJnY3/866+DRFBHQ0EutZr0OoHVXLZTs7gDC7Ba9A1EeimbCdncAaXINA1EeimbCdncAaXINA1EeimbCdncAaXINA1EeimbCdncAaXINA1EeimbCdncAaXINA1EeimbCdncAaXINA1EeimbCdncAaXINA1EeimbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4E2ohsJ2dwBs998KqgjgTaiGwnZ3AGz33wqqCOBNqIbCdncAbPffCqoI4HGejNK+YPn/y5bS/vegf4JALdlO3kDM7guQ9e1ZNA/2S2cyc4N7r55VzvQJ9EoJuynZzBGTz3wat6Eugl7sKt5TNnu4tezvUO9EkEuinbyRmcwXMfvKoXgd7k5o81TrbPnLGlebh15TkjC5c/8hLXCz6JQHfKdnIGZ/DcB6/qRaCvcte0Tpe6Wxp/bhh1gwsH3dA93a/X+UkEOpDt5AzO4LkPXtWLQJ/n1rdOV7vlZbl71F27uxy7wQ0/5S8euTx2vY6DprHH27Y8V4N6t8llOzmDM3jug1f1ItCL3MbW6Tp3flmucstaByvc1WGgO67XcdB0/zFtL/1ekAb1bpPLdnIGZ/DcB+/ioAI94p5onT7gzijLc92DrYNNbvHExZfHrtdx0PSyAg0A2TnIQD/ZOv2eW1SW89yKq5uWu1kTF18eu17HQdOPTmvb+qI942Wpvgka2Q6+ryz3qG+DRLaD7y3LverbENGLQC9ym1qn69x55R43aWC83NBM9eCpzT93dF6v86Cq1g8J+2xfOa6+CRp7bN4f6Y2V5XPq2yCxqyy3qW+DxM6yfF59GyJ6Eejz3H2t09vdZ8pyrts1dckdU7neElyv44BAG0Wgc0OgbelFoK9017dOL3M3l+U57qHWwZ4t2/3Fky9xdFyv44BAG0Wgc0OgbelFoDe6hfsaJ2OzZ2wuy+v82+ZucteFge64XscBgTaKQOeGQNvSi0CXZ7krx8s9F7lLGuefnzNw055yfO3w0ONhoDuu13lAoG0i0Lkh0Lb0JNAPz3LHnTviTnymeXDvbDe8eJ4buHvi0qlAd1yv44BA20Sgc0OgbelJoMunlo8OLVjp38H89Iozjz1l2aMveb2OAwJtEoHODYG2pTeB7iWLQSDQuSHQuSHQNVkMAoHODYHODYGuyWIQCHRuCHRuCHRNFoNAoHNDoHNDoGuyGAQCnRsCnRsCXZPFIBDo3BDo3BDomiwGgUDnhkDnhkDXZDEIBDo3BDo3BLomi0Eg0Lkh0Lkh0DVZDAKBzg2Bzg2BrsliEAh0bgh0bgh0TRaDQKBzQ6BzQ6BrshgEAp0bAp0bAl2TxSAQ6NwQ6NwQ6JosBoFA54ZA54ZA12QxCAQ6NwQ6NwS6JotBINC5IdC5IdA1WQwCgc4Ngc4Nga7JYhAIdG4IdG4IdE0Wg0Cgc0Ogc0Oga7IYBAKdGwKdGwJdk8UgEOjcEOjcEOiaLAaBQOeGQOeGQNdkMQgEOjcEOjcEuiaLQSDQuSHQuSHQNT23xZ5t27apb4JGtoM/t23bs+rbILGVwU0J6mgg0Bb9l2Per74JGiccc8xO9W2QWHLMMY+qb4PE0mOO+Y76Nkhcc8wxd6hvw0sj0FEEOjcEOjcEehoj0Lkh0Lkh0NMYgc4Ngc4NgZ7GCHRuCHRuCPQ0RqBzQ6BzQ6CnMQKdGwKdGwI9jd2//j71TdDYsH79PvVtkNi0fv0u9W2Q+Of167erb4PEE+vXh286NohAA4BRBBoAjCLQAGAUgQYAowg0ABiVe6CXOrdq4vzWS4+bs1t5ojRMsQAADNBJREFUY5KpTom2PHZykps0or4t/fOja86YM/ODn143rr4hv7jMA/3CkHOnTRwsdfP+bGzyoqunLpjuOqas6xCaP+ZAOznExj7Jjczx5qtvS7/s/syAczMa968786cH+SXsPAoyD/TX3akz3MP+YJ57rnKRnfvoF9YxZV2H0PwxB9rJITb2Se4f1Teh33ad7WZe/+i+8tnbT3JzfnxwX8POoyDzQH/M/Y/z3bX+YI6b+PDO+x4rv3vrnZrb1HsdU9ZxiM0fc6CdHGJjv1Sgm/f0IWa5G32kfW7neW7hwf3tIzuPgrwDvXlgxnN3uvmtl6pWtl6o21Wucasfnee+1Dhd2fzw/ctOmbXkltYrH+P3nHfS8IILvq28xQejOmW51t32zLK5M5d8u9z86eOPPXNN+ypbV54zsnB563Fdc/7t1314ZPRj3+z7MD3SsZPqMO2xp+tdvZ8g0F92f9M6vdzdN3VPl+UDl50+cs7VjzcvucDt/P4nZp+0dG37EyoPjGniYef+98T550bcV5unlQdxx0TVu3mNu23XdSfPXPTFF0pLj4K8A/0Vd2G5Y8g90Dx/9xVD7oorXmzcN19Z5Ib/1t9HX3Zu5OQBt2RP4/y1zs07bZZzt2tv9MtWnbIR6JXzln3tM25g9dwLb7t6hlvf/OCGUTe4cNAN3VOWNed/btQNnzrP+ef79NOxk+ow7bGn6129n+6Bbt/T5a3ODX5wwM28v2wGevXAki8uPdZd07xe9YExTVzpzps6+Io7uex8EHdMVL2b17hblpzzlVtOdR/da+lRkHegF7vGNwoXuSvbR+2XONa4kYUP7PP30SMDw2v2lY8vdjeV5RNuZuNRvfdWt0B5kw9Cx5RrnVtdNl9kc19snKxySxt/7h511+4ux25ww0/VnX+Fu6TxncadbnCsy/+wYR07qQ7TGnva3tX76R7o9j391ODAqrFy52Xu5D3NQA9e17jCj+a5TcEDY5r4oKv8CqSnnXuy40HcMVHH3bzGHXdZI807T3Tft/QoyDrQP3azW0/J4/a0DicCPfBo+3Rl8yl8S/P8D91ZZXmXW9G62lw3vX6rTueUa93C5v+vX9/6YOP/D364bGZ6WeuaK9zVdedf7H7UPH/xR57o+zy90LmT6jCtsafrXb2/k9zs473Pl/sFun1PX+7/O3Vm8z/dF7QfH+Vt7s+DB8b0sNe5DVNH4zMbg1YfxB0TddzNa9yx25oHVzS/YbbzKMg60F9wVzT+3DXT3ds6nAj0R8v26cpyfGhG8xWpcvyWWybfUjk2202vX8jZOeVa96nmyQ/bU252ZzT+PNc92LrmJre47vxL3PV7+jlEj3XupDqMf+m9Zdrd1furvA+6OXEQ6I/667R/UHinu7QZ6Pa7w3cNDI93PjCmh23OPVs5PN39r44HcWyi9t28xr808qXmf6bsPApyDvS+0fZ/bC9tN2sy0O3/xjbvo83upI7P2PvPd125wE2vZ20w5drWE7UR6AuaJ+1Az3Mrrm5a7mbVnf9/Ojfvmm8938c5einYSXWYiafmdLyrI7q/xNG6p18cGGz/htmHmt9iXuD8jwdPdD/rfGBMD2Ou/X+HvHnuno4HcTjR1N28xn+/3BFo/aMg50DfP/nNxcyfN48nAt2+b5qnG9ySyvXXLBl2bu6fz5pez9pgykig90x9lzUwXnf+dYsbVx/8xMZ+j9MT4T1fGaY9/vS8qyO6B7p1T292o+0Lf+bmNQP93fbRh92mzgfGNDHXfWPqoPH99MbqgziYqHo3TzzuK4G28CjIOdCfccef1jLo7moe7x/on7qFU1f/uhte/o3Hx8uTp9ezNpgy9h10x4tstef/6W1/MdMNVF7wmz7Ce74yTGv8aXpXRxwg0BdWAj35HfSPmw+GC9ya9lXnumem5Wvwl7rLpw7udrP2djyIOybquJv3D7SJR0HGgd49MvHgvbRdq/0D3Xjstn85x6rP7ygX+peqj59Wz9pwyligz3EPta6xZ8v2mvPv3dr6Vzhe+LS7rH+j9Eywk45hWuNPz7s6Zr9At35eVp5aCfTka9DfaL6l5wJ3Xetgsxse73xgTBPfcQM/nDj/8/nhg7hjoo67ef9Am3gUZBzou93xe9vnvulmNH+Au3+gy4+625rnnxk4frwccjua5x+aXi9MhlPGAn2dW966xk3NJ2et+be6odZ3Iv/gLu7rNL0R7KRjmNbY0/OujgkC/Tftt2NscNVAX+6uap0ucX/XDPTc1jKubj5AOh4Y08V57hT/F2t2XOLmPtv5IO6YqONu3j/QJh4FGQf6zyffOzQ2y32tjAb6+25k3Xi59ePur8ryDPf1xoc3nORe9q+1UAqnjAX6+TkDN+0px9cODz1ed/4FbuWLjcf82e2/qTXNhDupDtMae3re1TFBoO91I42JfnrKcDXQTw4OfHVvuWu5WzDWDLT705+Vu29yzfdBdzwwpoutJ7uhv960a+9jd57oZv5T2fkg7pio427eP9AmHgX5Bnrb4NQbJi93HymjgS5vHHCzTxtyH9rd+iseZ3xioVv6KTc8ff7+3H5TxgJd3jvbDS+e5wbuLuvOv9652WcsHHAfmYZ/UWW/nVSHaY09Le/qqMr7oI9f2/gP0ofc4EfOnLH4v1cDXf6tczMXzXDzmn+v8gL3l4PupEE30Hq3XfWBMW1sO7/5M8Dmb7M7ZVPrA5UHccdEHXfz/oE28SjIN9C3uZMmfzJ9n3NPxQNd/tPSk2effcuLzbPr/3Tu6EXfKJ+/5mNr+n9zD9J+UwaBnt/+OwpPrzjz2FOWTf0FlfIl53/w4g8Oj3709mnY58g9XxmmPfZ0vKujKu+Dbv08dNvnFg4v+PzOb3+68j1jWX5v2eKRJVe3fpfjBe6HGy45cfTi77QvqTwwppHvX7lo9swFS9f4F7KqD+KOiap388Q2/vqM+yw9CvINNID9NAKtvgmoINAAJhFoWwg0gEkE2hYCDWASgbaFQAOYRKBtIdAAYBSBBgCjCDQAGEWgAcAoAg0ARhFoADCKQAOAUQQaAIwi0ABgFIEGAKMINLL2ieJNzZO7i+I9v8CnA2kQaGSNQMMyAo2sEWhYRqCRNV/Yvdu2vfALfDqQBoHGoeafPviOw/+vP7lqjz98cPE7jzjyXadvbB8dWawu1w795mv+5YJ/bhwtKlo+2/z4xftf3PTCpe99w5H/etGm7p8OJEGgcYi5+JXtbL7ridbh5b/UPvyly1uHjcJeftgRf/jOonj1unigKxc3fOc321c57FNdPx1IgkDj0PKXRfGWj/3N5/+fovijfY3DaxspXXT9l057dVFc17z4yOKUwy5ufHN912uLtzePJ16jmAx058UPv64oRlauOuuIoljW7dOBJAg0DilPvqZ490+bZ84pitvKcvvril+7t3l475uK1zdfZT6yKC5oXfHSoni4jAS68+L/u3jlV5uHm367OOLxLp8OJEGgcUj5ZFF8o3Vm7HXF2WV5VVFc2b7gs0XxV2WzsK/f3jr+ZlH8fRkJdMfFG4rirPanf6Mozu/y6UASBBqHlPcVR/tzKz/yubIcLl6/q32448hidtks7H9rH28siq+XkUB3XPwXRfGY/3JHF3/S5dOBJAg0DimvLuZVD48q3jtx9veKd5XNwn64fXigQHdcPFz81sSnzy1+o8unA0kQaBxKXiiKj1eP31TMmTg7VLy5bBb2ovbhgQLdcfF/KCqO6PLpQBIEGoeS54riz6vHb5wK9EjxxnIyxAcOdMfF/7Ya6GLfgT8dSIJA41Cy77BiQfX4qOJ9E2ffUxxVvtxA/6fi9zu/PoFGXxFoHFL+5WSRr593RlkOFm8Yax/u+pVisHy5gV5YHL6348sTaPQVgcYh5cNFsb597t3FQOuvrfxV+/CKoriifLmBXlUUq9rHO/7N25d2+XQgCQKNQ8oPDyve83TzzOdb74DeemTxG//YPFz/a8XrtpWxwh4xXpYHCvTYW4pfb/0Sj/FTimJDl08HkiDQOLR8rCh+6/xbb55/WPHvXmwcXlMUr/nwTX99xquL4trmxWFh/7worvr+kwcKdHnbK4pXnXHDHZ97r/8bKwf6dCAJAo1Dy77T/Xsu/tWPW8eX+t+d9EufaR2Ghf1a+MuSOi8ubzi8/emvWDTe7dOBJAg0DjVr5/6fr377/3vVxE/3Npx61C8f8buLJ3/d6ERhj3x76/fVXfr2V//WjZFA+4vLxz5y9Gtf+3snPtD904EkCDQAGEWgAcAoAg0ARhFoADCKQAOAUQQaAIwi0ABgFIEGAKMINAAYRaABwCgCDQBGEWgAMIpAA4BRBBoAjCLQAGAUgQYAowg0ABhFoAHAKAINAEYRaAAwikADgFEEGgCM+v8B4gfh6ETg5wAAAAAASUVORK5CYII=" width="720" /></p>
</article></slide><slide class=""><hgroup><h2>historgram</h2></hgroup><article id="historgram">
<pre class = 'prettyprint lang-r'># ggplot(data = continent, aes(mean_pop))</pre>
</article></slide><slide class=""><hgroup><h2>density</h2></hgroup><article id="density-1">
<pre class = 'prettyprint lang-r'>dat <- gapminder</pre>
</article></slide><slide class=""><hgroup><h2>boxplot</h2></hgroup><article id="boxplot-1">
<pre class = 'prettyprint lang-r'>dat <- gapminder</pre>
</article></slide><slide class=""><hgroup><h2>Bivariate graphs</h2><h3>Exercises (Arsenio)</h3></hgroup><article id="bivariate-graphsexercises-arsenio">
<ul>
<li>Pick one of the datasets we used in the examples or one of your own</li>
<li>Choose pairs of variables and study theirs relationship using suitable graphs</li>
</ul>
<p>Most of the datasets we used in the examples are availabble in R. You can</p>
<ul>
<li>check their details using <code>help("datasete_name")</code></li>
</ul>
<pre class = 'prettyprint lang-r'>help("mpg")</pre>
<ul>
<li>load them in to R"s global environment using <code>data(dataset_name, package = package_name</code>)</li>
</ul>
<pre class = 'prettyprint lang-r'>data(mpg , package = "ggplot2")</pre>
<h27></h27></article></slide>
<slide class="backdrop"></slide>
</slides>
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