<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"
	xmlns:content="http://purl.org/rss/1.0/modules/content/"
	xmlns:wfw="http://wellformedweb.org/CommentAPI/"
	xmlns:dc="http://purl.org/dc/elements/1.1/"
	xmlns:atom="http://www.w3.org/2005/Atom"
	xmlns:sy="http://purl.org/rss/1.0/modules/syndication/"
	xmlns:slash="http://purl.org/rss/1.0/modules/slash/"
	>

<channel>
	<title>Bookkeeping - Daily Deals Factory USA</title>
	<atom:link href="https://usa.dailydealsfactory.com/category/bookkeeping/feed/" rel="self" type="application/rss+xml" />
	<link>https://usa.dailydealsfactory.com/category/bookkeeping/</link>
	<description>Latest Discounts, Deals and Coupon Codes in USA</description>
	<lastBuildDate>Thu, 24 Apr 2025 15:34:57 +0000</lastBuildDate>
	<language>en-US</language>
	<sy:updatePeriod>
	hourly	</sy:updatePeriod>
	<sy:updateFrequency>
	1	</sy:updateFrequency>
	<generator>https://wordpress.org/?v=6.9.4</generator>

<image>
	<url>https://usa.dailydealsfactory.com/wp-content/uploads/2020/11/DDF-LOGO1-1.png</url>
	<title>Bookkeeping - Daily Deals Factory USA</title>
	<link>https://usa.dailydealsfactory.com/category/bookkeeping/</link>
	<width>32</width>
	<height>32</height>
</image> 
	<item>
		<title>2 History and Overview of R R Programming for Data Science</title>
		<link>https://usa.dailydealsfactory.com/2-history-and-overview-of-r-r-programming-for-data/</link>
					<comments>https://usa.dailydealsfactory.com/2-history-and-overview-of-r-r-programming-for-data/#respond</comments>
		
		<dc:creator><![CDATA[Monica]]></dc:creator>
		<pubDate>Thu, 24 Oct 2024 14:31:48 +0000</pubDate>
				<category><![CDATA[Bookkeeping]]></category>
		<guid isPermaLink="false">https://usa.dailydealsfactory.com/?p=145557</guid>

					<description><![CDATA[<p>Compared to pursuing a degree, enrolling in an R bootcamp is typically less expensive and can be finished quicker. When you enroll in bootcamps, you’ll have valuable opportunities to gain hands-on practice while working on projects and building your portfolio, which you can later use to demonstrate your skills to employers. Since bootcamps are intensive,...</p>
<p>The post <a href="https://usa.dailydealsfactory.com/2-history-and-overview-of-r-r-programming-for-data/">2 History and Overview of R R Programming for Data Science</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><img decoding="async" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wCEAAUDBA8PDw8PDhAPEBAQDg0OEA8QEBAPDg0PDg0PDQ0NEA0QDhANDQ8QDQ0NDRUNEBERExMTDw0WGBYSGBASExIBBQUFCAcIDwkJDxIVDxUSFRUVFRIVFRYVFRIVFRUVFRUVFRUVFRUVFRUVFRUVFRUVFRUVFRUVFRUVFRUWFRUVFf/AABEIAWgB4AMBIgACEQEDEQH/xAAdAAABBAMBAQAAAAAAAAAAAAAABAUGBwECCAMJ/8QAWhAAAgECAwMHBwcIBgcFBgcAAQIDABEEEiEFMUEGBxNRYXGBIlKRobHR8AgUMkKSwdMXI1Nik9Lh8RUzQ3KCohYkVGODo7I0RHPU4gkldJSkwhg1ZISzw+P/xAAbAQEAAgMBAQAAAAAAAAAAAAAAAQQCAwUGB//EADoRAAIBAgQEAggFAwQDAQAAAAABAgMRBBIhMQVBUWFxkRMUIjKBodHhBhWxwfAWUmIjQqLxgpKycv/aAAwDAQACEQMRAD8A4yooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAooooAoqw/yR4n9Jh/tSfhUfkixXn4f7Un4VTlZNivKKsP8AJFivPw/2pPwqPyRYrz4PtSfhUysixXlFWH+SLFefh/tSfhUfkixP6TD/AGpPwqZWTYryirD/ACRYrz4PtSfhVj8keK8+D7Un4VMrIK9oqwvyR4nz4PtSfhUfkjxPnwfak/CplYK9oqwvySYnz4PtSfhUfkjxXnwfak/CplYK9oqfS81WIG+XDDvdx7YqSS83kg34jCftWPqEd6WBDKKlEvI1h/b4c9xmPr6C1JJOTDjUPG3dn+9BUAYqKe/9GZOtPS37teuE5KSMyqGjBY2Fy1vHyDagI/RVgpzSYk/Xg+1J+FW35IsV58H2pPwqnKybFeUVYX5I8V58H2pPwqz+SLFefB9qT8KmVixXlFWH+SPFefB9qT8Kj8kWK8+D7Un4VMrFivKKsP8AJFivPg+1J+FR+SPFefB9qT8KmVkFeUVYX5JMT58H2pPwqweaTE+fB9qT8KmVgr6irB/JJifPg+1J+FR+SXE+fB9qT8KmVgr6irB/JJifPg+1J+FR+STE+fB9qT8KmVgr6irB/JJifPg+1J+FWfySYnz4PtSfhVOVgr2irC/JHifPg+1J+FWfyR4nz4PtSfhUysFeUVYf5I8V58H2pPwqPyRYrz4PtSfhUysFeUVYf5IsV58H2pPwqPyRYrz4PtSfhVGVixXlFWH+SLFefB9qT8Kj8kWK8+D7Un4VMrBXlFWF+SPE+fB9qT8KsnmixXnwfak/CqcrBXlFWH+SLFefB9qT8Kj8kWK8/D/ak/CplYsV5RVh/kixXn4f7Un4VH5IsV58H2pPwqZWCvKKsP8AJFivPw/2pPwqPyRYrz8P9qT8KmVgryirD/JFivPg+1J+FR+SLFefB9qT8KmVgryirD/JFivPw/2pPwqPyRYrz4PtSfhUysFeUVYf5IsV58H2pPwqPyRYrz4PtSfhUysFeUVYf5IsV5+H+1J+FR+SLFefB9qT8KmVgryirD/JFivPg+1J+FR+SLFfpMP9qT8KoysWLsrNMXLbEOkJZCVIZNR1E2+8VX0u1JDvkk43Bdj2br6ej11ulOxCLdY0ln2lEv0pEHe6j1E1UMkd9+p6zfq79PCtQvwLW9lv5ejH0hJa0vKTDj+0Xwu3/SDSOXljANxZu5D99qrQKPUdNOvXTd1fBoZez26+PwKj0jBYEvLmP6qOe/KuvV9JuqkkvLs/ViHi/wD6PvqGofZwN7denDiddO+sSm/xf469KxzsEoblrMdyxjvDE/8AV91Jp+VeIP1gB2Kv3g24+io8ptx9Hx1fHXvY+/Q36rHu03ddRmYF823cQf7V92trr4+TbhSKbEufpO572bju+k2vx11qx+PjQdXp3bq0bx4/HbcHd76XAIL8Bx36jx9Had9bFvZwuLW3X36fHbWvd8dYvesq3wOHq+PRaAZ6T06dX8uHXWrA6W6+wd3xwAHXWyH43nqOpt8D0DKPi/8AL49IGsTDff44X693HfXvgns6nqZT6x8adXdXiBv4jj7r3sN3VWFPj93rsNdLb9B4gW/syS4HdSymrYL3Ud1OlWURczQKwKLVIuZorFqKgXM1gmiihFzBrFbWrFqMXNTRW1qxUC5iis2otQXAVmi1ZtS5FwFArArJrIm5tei9YAoIoTczeitbVm1BczRWLUGguANZvWorNqC5misWp35H8nJcXMsEI8ptSx+jGgtmduwXA7SVA1IqBcakFyANSSAAN5J4AcSeqpNs/m/x8guuFmt+soj9UhUnvtXR/I7kZhNnR5vIDAfnMTKVDG+/yjpEn6ikDdfMdSobnI2aN+PwI/8A3UGn/MpCM5+5FvwTZDkluzlrbfJbFQC80EqKN7FCUHfILp66Zr12ttzbuHgQSYiaGGNiFV5ZEjRiwLBQzsFJKqxAB1AJ4VV/OXzVQ4mP5zgMgdlEgWMr0GJVhmBQg5FZgcyupCPfyvpZ1xTdrtO3XkTc55vResOCNCCCCQQRYgjQgg6gg8DTng+TWKdQ6YbEOraqyQSsrDrDKhBHaDWVyLjYWrXNS3aWyJordNFLFfQdJG8d+7OovXns7Z0krZYo5JGtfLGjSNYWBOVQTYEjW1tRUXFxOGra9O7cksZxwuK/+Xm/DpnlQgkEEEGxBFiDxBB3Hsqbi5tesXr2wGCeRgkaPIx1CorOxHE5VBPqpftLkziYhmlw86KN7NE6qO9iuUeJpcXGqg1i1FSTcaeV8OaCUDzQR/hYNv8ACqtU29lj4HhuHsq39rQ5o5F643HpUiqcz6br+OnC3Zb02rTU3IizZPd1+376FJ4/A693wawL77EX7u+3Zb0VJOb/AJIvjXlQS9EI442ByCQXd3ULlzrbSM6g77VVxGIhQpupUdord/LkbadOVSSjFakalQcey38z/Gt9fVb449tgTVzbO5mI1I6TEzva2irEgJ46lHaxueNx18adMNzQYAfSSWTteeXTuyOlcKp+KcFHbM/BfWx0I8Jrvey8X9LlB+Pd8a29191aOy9Y47yN3HQn29nVXReH5rdnr/3ZW/vvLJ/1yNp2U6x8jsEo0wuFA3/1EXDW9ynDrqtP8XYf/bCb8bL92bY8Gqc5R+f0OWjjU35017Qb9gAN9/ZenKLDSHTopjx0gm1Ft9gmv8qvn/TbZiXZWjNreVFA734CzxxFWI3aHS4va9Nm1eejDL/Vxzyn+6sQH7Vlc+CEdtbVxzF1HanhZf8Ak7frFIweAox96qvh/wBlQQ7AxTfRwuKPV/q8qi395kC+unTD83+0G3YVlvxeWFQO8dIXHcBcGp9g+fGAtZ8POq8WBR8vaVDA27rnvqbckuW2FxZKwSXcDMUZWR8u7MFcAsoNgWW4BI11qti+NcToRzSoJLq7yS+Kdl8TbRwOFqOyqNvpt+qKYh5rseb3iQd86a9osCPTak03IXFoCZMPOAN/RrDP4hUxJkbwQm1dHzSAAkkAAEkk2AAFySToABrc03Tco8MN+IgHHWaMX9LVzaf4oxstoRfgn9WWpcJoLm/i19DlvFPlYqbgggEEMrKbXylHVWDWF8pUcLG1jQx7wPXfjrrbutV884OwxiYvneDKSTIpylCskWLjVjnw0lrpINGC8VfcRrattucnY3gGKwq+QRnaI747GzhRu/NsCGiIP0WykWCn0uC45TrxWZZXfK78pdHta/J9mtLHLr8PlBvK76X8V2/f4ELLdg8d+nb6+FZUA/HgddLcN9bot9dLb+AJ7b2+NK1I6uPxxJ3a2767pzyyeR8t40P6o9lSECopyFk8gdhI9dSy1WYvQ1tmLUAVtagVJFzUii1bVgigzGLUWrOWgioGY1rFb2oy0Iua1i1b2rFGMxrajLW1qKgjMa2rNq2oAqSbmtqzas2rNqkZjWsis2oAoTc1IorJFAoLhagis2rFqXGYxQRW2WsWqLkZjFq6N5h9nR4TZ8mNl8nOsk7txSCANbwsry9uYdVc5iupsLsY4nYgw8dg02zOiW+7pHw2UX7OkOvZeiyuUVJ2Tau+3MlN62OPOczlziNozGWdjlDEwwXvHh11ChV3GTKfLmtmc33KFVc83/N/i9oGQYWMP0SguWZUUFr5EBY6u2VrDcLeUVuLxiRCCVYFWUlWUizKykqysDqrKwKlTqCCKkvIHl7i8AZDhJMnSqFcFVdSVvkcBgQGXM1juN9Q1hb6/VpTpYfJhFFNJZU75flrtf47nHUk5Xnfv1L/AOZnELtTZeI2VirrPhh0IzDy0VSfm0lj9aCWMxMvVGmb+s1WfJM5UuFn2XifJnwjOUUnXohJlljBJuwimOh0HRyxBdFqC/JL5MYibFNj1nCiN3jnVlLviRMnSOC1wBeTJJmJJzIDY8XrkYP6V20+PwX+qfNfm/TiQCRsVmaWF7KhCrngj6Ilma1o2AuK8fj6FNSxNG69HZVL62p1Xpbwntpeya6F2nJ+xLnt4r7B8pHk4IcWsqCy4lS5H+9QgSm36waNz1sznjVr8iNqGDY0cygMYsK8gU7iUzMAba2NqjHyr2HRYXr6WS3dkF/Xl9VSfkNswz7HjhDBTLhXjDEXCl8ygkcbX3V4tvRF3mxHzZ84ibS6TDYiFFboyxW+eOVAQraMPJILL5PlXGoOlRfmt2AMLtrEQLfIkEhS+pyOYJFBJ1JUNkJ42vUn5vuQUOyukxOInUnJkzkdGkaEhiACzF2ZlXt0AA11i/NRt4YrbOInAIV4JMgO8IjQRoSOBKqGI4EmnWwvtckPOPzsvgsX0JhV4wsbM2YrJZhdrCxUkAXANr7ri96bPlSbGj6GHEgAS9KIS1rF0aORwG4kqYxa+4F+upFy2x2yI8WGxeX5yBGbsk7qB/ZkhVaHTfru40z/AChNiPicMmKhlDwxL0nRrYq6va86uPpFVI0OmXMQQbhoW6D5jnzVYRcHsv5xHH0kjQviHA+nKwDMsd7EgKtlAANvKIBLG8NwnP27Blmw65WVhmjc5luCAcrCz/aX7qR8y/OouGQYbEg9ECTHKoLGLMcxVlHlMmYlgVBZSbWItlnnLLm1wePjM+FKJIwLLLGQYpW6pFW66m4LqA4OpzWy1Oz1F7rQ5lUUWpRjcKyOyOMrozIyn6rISrDq0IIrxtW25rzGbVSuIhsSOokHjuPp4ddXaBVQco0yzSjqke1/1muLb7nUVhURlTY3Zfju4dXXpelextv4jDMzYdwhePIxIVjbMCGUNcZhrZiLAE6brJc2/wCLaeJ+B23w3b9/38NeHXwqtUpxqRcZpNPk9Ub4ycXdOzHqPlntAEN87lNjcA5CptwIygMD1a1cHNTzhfO7xTKExCgtZb9HKoIBdLkkEEjMhPEEXF8tEL6Pab307fSfCl/JHaZgxOHlX6syI3C6SkROOPB724MF6q4/FODUMRQkowipJNxaSWvR25Mu4TG1KdRXbavrfU6QxUeLzNkfDZSfJDRS5lH6xE9pD2gIKX7NWTLaYozXIuisqlf7rMxB33GYjdSTbEOILAQyQxrbUvE8rk3N7ATRKotbU5tb6Us2fG4UB3ztrdgoS+ugygkCw036182qSvBax8EtfO1vmeoiva5/F6fqVF0H/u+SM/2Jmh37hhcSyLqf1Yl1qpoYwPA2013Hr03gX/nVw7aQ5NrRDesmJYD/AMbDJMvpZ2qpARdrbsxt3X423en2Xr6LwKV1UfWWb/2Sf7nmuIL3fC3k7GMoPqtfs8Ler3DUMVKujFJEOZHU+UjDXS3bcFeOo1ub7EfHX3i/Zpw30Dwt4+/q7K7zSejOanY6a5HcpUxGFTEtZQUbpQfoxvHdZQf1QysRfetjxpGnK/BC+UPa/wBJMJiGRjxs6QFGtxINRL5NeJ/N4qPzcQrjq/ORKp7dTEank+2cRoVwcpF7EGbDq46jl6Upbj/WX7L6V8txmEhQxVSkk7KWntxjo9UvaTvoeuo1pVKUZ9tfZb125C3Y+1opQeia+W1xlZCt728l1U2NjY2toagHJt7S46PTyMbKwt5swWb/AKnarE2bO7KDInRtc+RmV7C+hzLpqNbcN1VzycAM+PkB0bGSKO+FEif/ADqw7gKwwaVqq5WXNPXMua0el9jKre8Pj20t08ipOUWDEeInjGgWQlRuAVgJFUcbBXA7qRfy3ejcBf0X7qkHONMrYqS3DKCddSqop06wVYeHdTCQNeHXpw0twvfee3TfY19Nwc3KhCUt8qv5HlK8VGpJLqyYc30mhHU33C1Tlarnm9k8ph/dPtqx4d1dGGxSm7MKK3tRasrGNzSi1bmi1LEZjS1YtW9FqWGY1y0WrLab6Ty4+Mb3Qd7KPaaC572oNNz7fgH9rH4OD7DSeblVhx/aA9yufYpFRdE6jzQaj0nLPDjS7k9QQ/fak0vLqK9gkh8FA/6zUZkTll0JUazaoc/LxeEZOnFwPYDSaXl2/CNBu3uT6wotUZ0TkkTm1GWq6n5dT8Fj+y7H059fRSd+WeIP1kXuUX9JDDt3delPSInJIs0ii1VS/KfE/pD4ZB36qoPZ6NeNJpdtznfLL1/TYW7LLYG3Z2VHpET6NlwWrBqmJMY5+kzndvYneNR9I7t3H7q9+TZ/PRm40bsvuPVr4nuqPSEuBcFFq88M9xXtatppcjW1ZrOWtXYAXOnsoRmMk10t8nHlEJsJ0JP5zDsVI4mNyWjbuHlR/wCDtrlTG7biX6TW7SCB6SLeul3IznE+ZzLPBKhI8llLDJKhtmjYg8bAg7wQpF7WrXKzRnBtO5dvytOQmFGFlx6x5MSHgVnQlRKHkSMmRPouwU2Elg2igkgAVy5sfB9JLFHfL0ksUea18vSOqZrXF7Zr2uL9YrtvkRy92ZtqExjopToZcHOqsylSGDdE4IlQHKRMgZb21DAgPeG5s9mqysuAwSspDKy4aEMrKbqwIjuCCAQRuNen4T+JVhMN6KopSd3Z32VlZa9Ga62FzyzKyKa5QY08lsKscKjFyYtsRI0sjGFI2hjiVAsKrIWWzXKmQG9/KsQFsfmO5rF2YszdM08uI6Mu5QRrZM7KBGGaxvK5JzG+lgttZlyl5LYXFZfnWHgxGTNk6aJJcma2bLnVsubKt7b7DqqpOeHn+w0AfC4GWObFaoXQhosMdx8oXSSZdQIhfIRd7WCPycTxR1aORXzybdWWnt2d4eGXorLxN0aSjK/JbLp18yFfKg5VLNjFhQgrhkKEj9LIQ0ovuOVViU9TBxwq0dgYpl5P51Yqy4CZlZSVZSFcghhYgjfcHSuRZJySSSSSSSSSSxJuSSdSSdSTqSad4uVeKEfQjETiLKU6ISv0WQ6FOjzZcpBIK2sb1zbchn1uL8XteSUgyyPIRuMjs5HcWJIqz/kwvfHt/wDDS/8A8kVUjHPTvsTbUsLZ4ZHia2XNGzIxU2JF1INiQDbdoOqs7XRinZnSvOhzUzYzFGZJYkUpGtmzFhlBBNgLHf10p5w8VFs7ZnzPPnkeFoEB0Z+kuJZctyUQZmI3gHKtzeqBi5cY0/8Ae8V+3l/fpBPiWdizszMd7MSzN3sSSfGscj5kuouRbfJ7mfXFYSCeGbI7p5asM6FgxW4IIZDpqPK14CrH5rOR39GwzGadWDESN9SKIIpBa7HeRbMxtoqDhrzVsfbE0JJhlkivv6N2UN/eAIDeINe22eUGIn0mmlkG8K7syg9YS+UHttRxbIVRLlqY5Y7RWbEzyrfLJNI630OVmJUkcCVsSOBpqIrbLRas7GvMbAVVXL6K2Ik7cjelAPb99Wzaq0500AmU9cQ8SGbTd1W4j11FRaGVGXtEVYdvhf8Ahb+NYNvHjrf+PV1aHurZ2PHQeq9uA8b8dfVre9hcG3xx4W0vVctm+fwH8N9rd/8ACvOWMmwDWu0YB80mRbPqBax8rW+6tmPq9Gm/qtSfaesbj9RvUMw6vX19lQ9QdVcpJYxlEk/QhmIFpEiMpt9EM3l6fSshB67is8nJoSh6GXplDkF+mM9nAF0LlmykAqclxa97a1nG40qiHopJcwUEJkuLrfM3SSRi3DQk9leuysUXBvFJFY2CydHcjzgI5JABw8rKdDpaxPx6SapW79V16bntV732f67FebUgAx2PXMSsuHw0pHCM5JYSPFUVvHsqjtnvdQT1Xt6+ruGnb43jysn6HGzPJHM0c0GGQNHDJIhKmcMrMikBgCPJvezA1VOwuSOKbRMNidNxaMx3XXL5UxiQm2+zE6jSvecErQp03ObSThT1bSWkbPy5nAx8HKSUVd3lou7G9/j08b+29aqO3dcncNANbkHq38LeNTPZ/NnjJP7FYtdWnlUg/wB2OEO2nawB7N9TXkrzQRRkNiJTiCCCI8giizA3uyhmaW1tAzZd91N9LuJ49g6K99N9I6/NaebK9Lh9ab2sur0+4cwuzJFwssoAV55Q0RkViDEiqiOVBViCekZQCLgqQbGprBhMXmBfEQ5QRdEwzDML6gu+JcgkaXAsOo1tj9iF3LGfEKpt+aR1RFsLeSyxiYXtcjpCL30rxx2LhwMLSSyydGCWLSyPM5YgAIpdmYk20jWwGpsNTXgsTiXia0pxs5Tfu5U+yV2t1toj0NKkqUFF3slve3x0N+XvKNMJh5Z2P0VIQefIQejQDtbf1AEnQGoLyNgOGwimc+UFknmY78zkyvfrYXy94pJAsmLcYvGjo442LYfDMQqxDhPNffKRuDaL1a6Rjl5y2Ev5uA3TS7ajOwIOm45FIBHBz1qvldfA8Nk0sPHV5k6klsrbRT52u79X2VypXxST9I+lorm+9vL4eJFMViM8kjnTPI7W35c7lyNLbiSL3F7dtav4cdLeHePvryiNh4do/n3V6A33E7rce3eK97GKikkecbu7jlsHaIicsQSCLaWvwPG2nD4vUm/0/QbomPewH/2taoG2gG77+saX3jduBItQPdw7Oq+vwK2KTRrcE9WTeXnAbhCvi5PsQeu1JX5fTHckQ7w5PV5w48bVEmX49txfW3X6+Nbqp7vv8O8ddM7Ho49CRSctcQeKDuTj3km3jSZuVWJO+Q+CJ6BZb3400BNPD0dm8dftoEf8t3Xutp7+umZk5F0F8u3Zzvlk8GK+oadXrpO2OkO95D/jJ3d7Hq4a9+tJHbt7eHp33v4ddegT48OP8t3ri5NkYC3139p3/wAfX7Kwy9g9W8W6uoa39elZS3X1dY8dB1/B0uP2a9lrkb99h7/GoJDL1W07e3q0Ounb9+mf+HD1XIrLfH3kd+/cKyyX4cOtR6N3ot2njQGL6ejj19d+N9OG+sud+89W4+m1hvO/d1DhWjL93Xu49XVu+6gn43a8OPr7e+4BIO/1/wAvHq1rZRpfdx+PXpvNAHHXT1brbxe577HQbxXkzAbyB3kA9RIse7h/AD2c9Z4fG7fw66CR8DTS3r38axHJfcb9dj6v51lb9u70a9hJtf19dAa7+oezhvve3f7K3t3W6gTp8fFqwG7uPZ4dnj6RWy/HVfxPfx4GgNDHut77m/boLH79d9OfJuM9KvZfs4HTq3m/Xqeqm21zu6urX1fG/ud+R8X50f3T92/vqY7mM3oy0sANPClIFaYJdKxtDGLGpdzZVFyfjeeFWTn5jx2rj1iUu5AA9fYKqLlhy+dicpyi+gX6VvVa/Xv7qbucTle072XQDRV80dZ62Pqpo5O8kZZz1C+rHX+Z9VVqlVfAu0KD+I1Y3a0kh3m/ZvPjvNL9n8mp5NQhF+J09utXLyO5u447WW56zqan+D5NgfVtXPqYxL3TrUsC37xz1geQuJUq4co6kMrKWDId91YWKm/EVYmzOX3KGBcse0ZiB+kCTt9uZJHPiatODYY6q88TsEHhWhY2RY/LonPPOFzgbYxIKYvGYmRCCrRhzHE4O8NFGEjf/Ep41BoMQRodPUfu9ldN7V5LKb3UGoDyv5vVYHIMp7KsU8WpblWrgZR1RB9i8qZI956ROo/SXubf4G/hwneyNqJKuZDfrHFT1EVUG0cA8L5XHuNbYTabROskZt1/epHH43VehM5s6XmXYDXtG9MPJXlCmIXTRwPKXq7R1jtp6Fb07lWV1oxfhpqc8NLTCj0tw81ZGLY/RtXpakWFmpehrI1uRras2railiMxkVAOdyI3hbrEinS+7KR3bzVgmodzrw3ijPmy+1G+9RUVF7JlRl7aK1G+2vUBuJ9V77vHvtQ2nZ7ePX1WtprWGX48O33msgfGvo38T1VVOkbX8de7d38dN4Hp1pLtE/m3On0GGp4kcAbkn4317sw+B7N1/vFJ9q36N958hu23k9vpogdSbVxEaYdDPKYFCxAuXERBsPJLnidQRv31ryXxcDFuhnabyQdZDIFANri+4km1ySTbspZLjGWJXRHnOVLKrRq7Ar9O8jxp2nygda22VjZHv0kRita15Ecte9/oEgWsOJ36bq+QN/6cvF/7o/8AzbMz2i95eHR/rsNHK/ltFhXSN0nkd1zhYYzIcgbKWOo0BtfjqNKhu1ee+JSwTDTsQSPzmSLUEggi7utiCLFbg3uBT1yyW2PwzedhMUv2ZYG/+6qU5YH/AFrEDqlY9mtmPD9bje9ej4NwvCYhRVSLbyZm8z/ua2Vv1OZjsVWpXcWt7bdrl0bI51IWAM8UsCmw6UgS4cEnLYzxk5deLqmmptU1xW0EWMyk3TKGzIGkuptYqIwzODcHyQdK5SsB1i/ba9uO/W1z6TVufJ75QXEmEY/1f52G516NjaRB2RyENb/eaaAVlxj8PU8PSdeleyesf8ezd3p3v15EYLiUqksk93s+/wAiwtm8pEkYKseJAY6O+HmjQ6XvmdBlBtvYDh1imjl3yEXFyRymaaN4lIjyZDGr3zCQoyG5vYGzDRV3b6dttxyA5hiVhS6izxxkDhYOxXUnUXza8K9dl7bhduiSeKWVVuwV42k8mwLsiHybkgmwAFxoNK8/CcqLVbD6aa7u3W94pdnudGSU1kqfT97lZmdmY4HaKIJGUFHUnosUBveM2GSRTYlRYg7gNKrHa2zGgleF9StiD56H6DjdvGhFtCpHAV0Jzn8m/nUFkIE0TCeBuAljuVU/qt9E9RsbHKKrrlLhBjsJFiYwRIqGRVH1hulhvx1U5TxKjgTXqeD8SirS2jJ5ZLlGfKS6KXTlZ8kjlY3Ct3W7Sunza5p90V0g8Nde/r79OPUK1+Nx09Xb7KI3uARuO7x6vVurPd6t1raHf39mtexOGZHfw4+rTq/hVh/J35NYbG7Sgw+MJ6JlkYIGydNIi5lhzCzAMquxykMcgAOpqvL+v436D+W6pFzb8mXx2Mw+ESQRNM7ASFcwRo4nnByqysdYrCx00P1aAu/5Z3IHZ+CjwkuFRIJpJTG0MZsskKxu7T9HfQxyCNC4AzdLZrkLbm7N2fFu/TdVnfKB5pZ9lth3xGLOLafplDkSZlEOQ5WaSaRiD0pIUHSx33p/5ofk4YraEKYmSZMLBIA0V0M0sqH+0EYeJURxqrF7kHNltlLAUkw6zbw3dmn3e6xF8fdbv8R666Q5e/JPxEUZkwWIGJZRfoHjEMjW39HJ0jRlupHCD9eucGXeCCCDYgggqQbEFSMykW1vYgi2lAbbuzf8HcPg9tadIOv0dvsv2Vld3oF7dlrdY3b/AONdG/Jj5g48ZEMbj85gZmEGHBaPpQjFWlkYEP0ZYEIilcwBYkqwBA5xOv3D+O8+FtO41ksBoSNTp6Rx6+Fd2bb5Bcmnc4Jl2fHiG8kRxzRxYoNuAAVxKWuLhCDe2oOtOm1uaXBQbMxOHhw8HSfMJofnHQxLPI4w7RrM8ioCZSbOXFvKuRbdQHAEWmluI7P5957NK2jO77/jtB3aG9J8LMGUHrAN7+O61+Pr7q9AfjXw01PHs1tQG+fs9u7wHD3Uu5ObJmxM0cGHQvLI2VIxbVrEnUkKoCgszMQAoJNgCabT49w/l1W48fR1x8hXkSoim2jIp6SR2w0Ob6sSZTK69ry/mzfd0OlszXAe+aP5MWEw6LJtADFYjeYwSMLEfNVLK01txaW6tvCJV2bN5LYWJckWGw8a+akMaL9lVAp3pLtPaUcS5pZEjW4GaRlRbncMzEC5oBl5R8gcDiQVxGEw8l+LRJmHc4AdT2qRXP8Azs/JVQqZdlOVYD/sszs6PY3/ADeIcmSNrX8mQuGOUZohc10/hcQrgMjKyncykMp7iNDXrQHyuxKMrMrqysrFXRtGR10ZGB8tGBBUqdRuryL/AB1+zX+PbXS/y7OQyxSwbRiUDp2+bYgAfSlVC8E1rfSMSSRsx4JCBxNc1X3+7u7ba8O7fQGCfv1HZ7vVUg5DC8vcv36acNPjSo8wPVx4d2nuvrUp5BReW1xwG/vPqrKG5rrO0GWZhd1VHzo8pelfo0PkKeH1m3Fu4bh41LecvlGMPDlBs7jxC8e6+701VHJTZLYiXytF3kcFA4nhfgKyrzsrGjC0rvN5DzyE5LdM2a3kjeevsB9pFXXye2AoAsALeimvY+EkChMNFdQN7eSD47yO4U8YCfGofKRRbhl0t33rjVpOZ6LD0lBaky2PgLU/wYYcRTRye2kWIV1yt6jUxgwtxXOmmmdaFmtBr+YivGbZvVUhjw9qzLFWBnYiGL2f1io5tTZu/S9WLiIL024zZvVWUZGEkc/c4vJJJkNhZhuNUJjMGVZkbQ/eP4V2Nyi2YNa5550NjBZ7gb7n2e6urhKr2Zx8dQXvIr3ZGPaNwykgr/Ig9YPVVy8nNqrPGHXfuYcVI3g+2qXxsGVyOGYjwOo9Rp65G7cOHlsfoMQG7OpvC/iK6cJWZxqsMy7lwivSNq81a+o3dlbirBRuOWElp2w0lR6B6dcHLWSNcmO4NZrSFq9CtZGFzcCo3zlRXwznzWjb/OFv6GJqTWpq5YxXw83ZGzfZGb7qmS0ZFOdprxRSef46vjWs/Ft3h3dn8qDfju9vjqDrw9lakd/V7dTprv8AjSqJ2jDj7z29nqv76S7U+g+v1Wtw4WH8tKV37PA799+ABtcfGt0+1PoP/cb0WP8AD4NStwdWthGMSortEwRFDqEZlygA2V1ZDoLaqe6m7AYbonBkxkshPkhJWwyqzNoLKkEbZr7grak8aVyzp83BmGZDEokGRnzB1CsDGoZmBzWIsdL30BNNGwpMHnCwYcKQdHXBvGikC/8AXGBYwe5t+m+vklOMnGWjtd3tFP8A5PVHsZNXWq83+g3cugRjsERxhxoPYB0BB9JAqoecKHLjZrfW6JxbtiVT271J8fTcPOQMs2BkG/ppoT2rLAzHwDQqfCqo524CuKDEeS8SBWtoWUvmW/EgWNuoivUfh6Xt0+9OS8ptnK4kvZl/+k/+KI2w3jv3aa8Nd+tvRSnZG1jhpYsQu+J8x3+Uhukq+KMw7NDrSZwdT1NbfuLAkC28/RO4WFhe1xfzZbixB1Gvdx01PE693j7CcIzi4y2as/BnEjJxd1udYY6dQjM3lIFzaKZCwtfRFDM5PBVBJpjblnh0AzLiEA68Hi1A6h/2e2vACm/mc250+Djv9OH/AFd7m5JjACt1+VGUbvJHCnza22ZI2suGxEo0IeIwZe0ESYiNwR/dt218olhlSqyozTbTf+5R28Uz16q5oKcXo10b/QeM1VZyUj6GXFYUaCGdnjXqhnAlW3WA7OAeFrHWrB2Lj3kDF4ZIbWAEjRFm01No5JAoGg1Nz1VHOXnJ6UuuKwwDTIhjaJjlXERXzZM31JFbVWOmpBrZgpKEpUZtLMlZ3VlJarVadVflfXmRWTaU48vO3P8AZ/ApXlZs3ocRIgFlLdIm+2V7tbeLAMHXuXupuPu1328eNhewqccr9r4aZAJzLhJUzf1sL3Un6SHySsinKDZWBNha1yC38glwzNI5vIuHRZulZTHGN7BhGzM7NZSwZrAW0W4DH31DHyhhs1SMsyVnpo+Saezv4nnamGTq2i1Z/L4b6EUPHQg6g6WII3gg6i1txqyPksrfbez7fpMR22AwOJOp8LcPfWUMha7HQuzPYHzmJI6953/AtX5KMX/vvAakeViuy/8AqGI8nfr18d3Cusr8ykWv/wC0LJts0AbzjvK4DycOLd5vfwNXNyS2pFtbZAXCTthzLhRAWiNpsFKI8jLlDBlKMNLEZlsVazK1Un/7Q5jfZlj9XaBy3tmb/UwPQCRc7r8b2Ljs35PED4RMbsTaGNjnlijkhd5xHHICQTHMcPh4plIGZLfUe+ZDYipAtwfIzlNsqGRMFicNtCIO0oXEdM2K+ioKRrJLkCnLm6Lpz5VyNWIPJW3dpSTzzTzBVlllkmkAUoFleQtJ5BJZPzha6NqDcE19BOYfY+1oIZV2viIp2Lgw5LM8cYBzCSURRB7tYgFWKgG7tmCpxFz67Uhm2tj5MOyvE2IGRlsUcrGiSsttGVphKc4PlXDAkNegIhIfSOIAHdv8dPDjX0N2VJImwUOz7GVdkKcLlFwZBgwYcqneS9rBuNgeNfPJRfr4fx46b91vGurPkpc+EEcCbPx8giaMlcPPJ5MTxk3WF5DZY3RiVUtZWXIoJYWIHIxUMLnys92ZmucxOpZmvmJJNyx37zvvX0l5hZ5pdk4I4ks0j4ZAxe+d0sRGzZhcs0WRiW1JNzcmmHlBzc8n0kOPxEWDTK2dpHlyYYuTfM8HSjCyMWa92jJLEHfakWyflMbIYTtJiOiWKcxR3jlaTERqkR6dIkjaQIZHdACL2jzGwNgBwZBhjGTGdTGzIeGqHITbvU16g+J09XwBa3ppfyrxKSYvFyQnNFJi8VJEbFLxyYiR4jlYBlJQqcrC43Eb6R2Hd7usddx3fcAND3j49GnqrrfmW5/9k4LAYTCStMjRQgSFcPI8fSsS8pBQMxBkdzmK66niCeSfHq7Lce3QdRFZyjcTu6vHv6vZQHe2G+UnsRgSMZYgE2fD4lL79LvAFubddcL8v+VM+0sTJisUxZnZiiMSyYeMk5IIxYKqItluoGYgu12ZiW7oRwv8C2u/jc29FqmnNxzUY/aIDYaBmj/Tueig/wAMht0tuPRByDvoB6+Shygmwu1MLHCxEWIkMM0Iv0cgdTZ8v0Q8bKriS2ayst7OQfoRVB/J/wDk8DZ0wxeKlSadUIjjRPzWHZgA8iyP+cle2ZFfJGArv5NzcX5QFHfLhS+xpD1YnCEd/TqNfAn2ca4YhP37+8dZt2/GnXH/ALQDlMq4fCYJT5cs5xLqP0UKMgzDf5UsqsvX0TdVcjwDcO743fGu+gPTXh1b92nVu8dNPRUr5t1F3PVbs0F/u+NKihHb269p7h3XIOu/teNn44x4ad+J8le9tPvJrOG5prq8bEa5d7UM+Ia2oBsOwDQW7fjjVyc1XJRYog0guzWYg9e8DuXq671WnMzyWaeUzOPIQ3H6z7x4Df32q5OUWLZEsgJa4CW3E9pvp1+Fc/E1LvKjp4OjZZvInOxsRGOIvp6yFA9JqRxMp00NVZyN5pcTiVEkuLZCdyoAVW1tPK0axA6t3pVSbIxezplErdJGx+mLgNuurISSj6EjeG3b6qzw0rZkX6eKjfKyzE2aurAWNP2FXyBTHFix5NvrfeKlWzVuBVKTudKAnigN6zIANCRTpOLDSmXaWyrgkNrUKN9DKTtqbPCDSHGxgbqbMdgpYxdS2g4arbtF9e2kGzuUokJjl8iQbjwb3dx9dS6TWqNXpE9GN23Ir3+PRVMc7ezdUfqdb9172q7ttvbQ7+B66rrnKwV4m7AreuttCVpI0YqF4M5s21grsWH6o8RcexabtrREHdwHuqXxYMPu7fU5H3g91Nm3cCQqk9RHoPvvXdR5slnNdtnpIzE30owLdqbh6Dp4ipjVH8kNpGGaN9wvZurKdG9G/vAq8qs03dFDERyyv1MrS7CNSAUogNbCu2SDCNS4CmnAvTtFWSNLZ62rwxsGZGXzlZfSpFKbUAVsNOY56RdAbad4G/d3nXgNbdla9p6r+HxfQdVKtp4cI7rpZZHHVuYik99d+p07fb7/AGX5x6NO5lf4a3039vf66UbA2UcXMsEYzZmXpGAJWJAQXZjuHkgqAbXJA40bKaISwmdc0QlXpMwLDoyrq1wLk6lW3E6G1txu7C8u9mQIFjmiRBuSJGt4JGh18K4/FeIVsOslGnKUmtGk2l5J69tC7hMNCprOSST25sk+01mCKIOjzXALTZiAoU+VlSxdiQBlzILEm+gBS7LixYf89Jh2SxuI4ZI3vwszYmRQL6/RN+yozJzu4Hg0p7oZB7QDTbPz0Ye5CQ4huokRqp7f6wsB25SeyvEU+GY2Syqi/FxSfm/2O7LFUE75/J/QnnKfYceJj6OTMLMHV0OV43W+WRGsbMLneCCCQQQahmN5BYkgqMWk0ZA/N4nDpILjd5SMhPo4dtMD89j8MH6cRw/Yb+yvJ+eqY/RwiDvmY+yJa6GH4XxSissYq3dwdvC7dvgaKmLws9W38MyGjlVyKkw/5yaIrHmRWkw06mNS7BEth54jIoLMBkVyBu0FRnbmB6GaSEnN0ZADWtcOiupy6i9mynW1xw4SDljziYjFRGJlhRGKMQqyF1KOHX84zgXuoJsm7vNovjMTJK5klfO7WBbKFFhoNFAFgLDdfr7fV8OhilFOvbmrJt9LPW/+V7O2xx8TKi3/AKd+X73/AGH/AJvuUfzPELKxPQuMkwFz5P1Jco+kUbqF8pYDU69Dx4gSx5onFnQmORbOBceS43q1jrY6G1jXLit/I3OnYe/0XpVsbbeIwx/1eZ0FyejJDRG+p/NNdVvvzCx7eIpcY4GsXJVabSntrs/Hv56G/BY/0KySV49t0dCxbAkLBpcViH45E6OGP/lxiW3YZD41r/Tkz36LCy9QadkgQn+7d5wB1mIdl6rHB89GIUWkw8UhtvSRox35Ckh9dI9rc7uIlGUL83B3tEBNMexWkMccY6zlZuq28cBcCxspWqQjbk7pJfCFn8joPH0EvZk/383dFrcruVqYYKpDSTSaRwR6s54k3sEQXuZGtpci9rVTPKbH9HG8BYSYmd+kxcgNwpuGEI7ALIFH0VvuzCm07aWNWOHDrJIPzk8jdJinvqfzhXJGNFuVJJ0+iRmpnghtw379db7yToTfr143rv8AC+DRoau+93fdtbaa2it7Xd3ZvaxQxeOdTRf9L69+XLqe0I7t/q7/AOdOnJ3bc+FlSfDSGKaPNkkUKSuZDGxCyI6m6Mym6nQncaa3HxxG/wBVA7Pd6+/j8D0JzB+5c8s8bj2jONxDTmLP0eZYlCCTo+kA6ONL5ujj+lf6JtvN1HI3l/j8BmGCxMkCsQWQCOSIta2boplkjDEb3ChjYC+iio4L9vwOIP8APfWpHxxHXv40BLuV/O/tbGRtFicbK0TCzRosUKsLaq3QxRs623ozEEbwahkEduHq0+O6vUJ/LTj2b+HvvWfj4B9PooDJPbb0249Y1761cDq9ZA7f5bq2X4Pxv+OqtJADwv6O8a799tfTQCY4FL3AW/YouOvXrN+3S9+FeojFv4du/f3brmvQPr/G3we4ca9mv16agn0UB5Knwe/qJ79/8BeHIP5NWNxmHhxInwqRzxJKgzSu4WRcyh1ESIGF7EK7C99TYVSSndv+O23Z91fQ75NE4bY+z7W0w6ppu/Ns0Z9a0BwXy22A2DxU2FdgzQSdGzKCFOga6qfKtZtLnd30zHv6u3TrOl7b6sD5UMeXbe0R1y4dvBsFh2++q9ueq/p6u/s3e+gLw+SNzXx4/EyYjEKHw2FKfmyLrPO12VHH1kjUZ3jP0i0QN1zhu4o0AAAAAAsANAANwA4Cuf8A5CEFtmztxbHSehcPh1AB4i4PiTV8bVxyxRySubJGjyOepUUsx8ACaAU1DedfnKwmy4elxUlmIbooVsZp2A+jGl924GRrIlxmYXrjzlv8qHamJZvmzJg4SbosaI8+XcA8sqyDMd5MaJY6XNiWqDauNlnkaWeR5pG3ySMZHbfYZmuco4KNBewtQDrzjcr59o4uXGYgjM5yqgN1hiW/RwpcAFVDG5sCzF2IBY0zoOu3u9np9HG+hT36++/XWyd/s+8b/fuoD0LdX3d53XHZXsuHabo8Mm95M7HgAFAJPd5Teik50F7G1u/r+PRVgczmx9Gnbe5KrxsgPDvOnhWurUyRbM6dL0kku5P+TeylhiWKMbha/bxJ7Sdac4eSok1k1HAcB22++nHZeE7KkGEzDhXFnUd7o9DToWVnsJuTE8uFP5pw6buik1AHHKws6ntJYDqqlOcfktj/AJw2Mj6actOWKBgwSLySiliVJGbOhURhQoU3NyFvTEv1geNRvH7Uv5K6926ttPG1Est9DXUwVOTzW1FGz8UQI0O9VUW6jYX14266sXYuPAAvVa7Kw5Xyjqae8FiySB1VRnK70L9NWRN8RtCkOK2sq/SYDvNMmPx7XVAPKbQHS1+8kDMb6D201tzaS4u7PMYxqL/1hPXp5Ki3Z21sp03J6GurUsm2TzZe0A2gIPdrTDy05HxzDOBkkGoddDftt9IcKqzlVs7F7IcPnM0Jsc4BFuAVkvp2EGxq1OSnKhMVCHGhI3Ei/bcXuLVunSnTNFOtCrsQfA4ljmgm/rEHknzgOI69w1pn5U+XCRxKsvqNTDbGAzMJRvRrHtVrgj061DMe/knx9dYx3uTLaxz9sScAEHerN6BlB9ete+1BmUW6we+zWPx2imXaUnRYqSPgZGA7nsKMJtMlgp6t3fY7u21dyL0PNzVpMjmPgym3Vf2m3sq6OReO6TDxtxy5T3qcp9Nr+NVXyjh1c8AR62Pvqa80GJvFIt/ouG8GFvap9dbqT1KuKV4XJvXpHWgFbLVg5rY64FqesOaYcEae8GazRomxdai1egotW0r5ijOW0AXEzD/eE2G/y/L3XGvlXplBPb7fXUq504QMUx85Y27R5OS/+Sopcdvx/Hh7Na501aTPS0JXpxfZGzL6PHr7Dv38d1eZiHZ7N/j4ejr09C2nj6PZ99a+J9Ovd1/HbWJtM5ewfw9dqxYdnhpfu/j6qE7+z4+D7a9YUY7rn+7c+8Df7O+gNI1+NL9u/wBtaug+PZ93X3aUvTZcrbkY+FvafjxpXh+S051tbvOvqB/hWSi3yNbqwW7QytwsBx6vZu4Gsovfu3/HxapTDyJkO9h12tf16a1FVH877vE60cWtxCrGfus9Pjdp6b+O7hWlgbW46eq1+Nt1KthywrLG2IQywq6GWNWdHePN5aqyWdXy3sQd9gd5rubZfyddhPGHjw5ZZEV0k+c4lvJcZldSZyCCGzagg6XuNKxNhweV+N9z2ePX2d9aOtuHqt3jv/hTxyu2O+ExE+Gl+nBNJEzHTNkPkSW4CSPLKBfcwv29pcxHM1gRs3CHF4LDSzyRCaR5oY3k/PEypGzMpJ6ON1jynTyeJuaA4Z+L39A7KwerTUgAdZJ0A33vfd3d1XNzq7Ajx+3f6N2ZDBhkjIwv5qJYog8atLi8Q6xquYpdo7MbsYkUEFwa655rubDBbMjy4eMdJlAkxMlmnlsNS0lvJXeejTKi3NgLmgPnZtLZcsalpYpUUWuzxtGupsLlkVR1b7bvFGXsL3FvSO8b/QOyvp9sXlNhcSWWDEYecrcOsUscpWxysGVGYix8kg8dKoD5UPMJA8MmOwEQiliDSzwRgLHiIxdpXWMCyTKLyeRbpLOCpdlYAcybP5vtoSFQmAxxvuPzTEKh7ekaNUtbiTb0imbauCkhd45VeORGKujizIymxBB1HXxve43i/d3yTOXHz7Zsas15sL/q0l7klUH5hyTqxaDJduLrJVAfLN5Dsm1I5Yh/+YrGFP8A+qTJhmW+gAKHDsFuCzGSgIbyV5kNr4mOOWLCnoZI1kjkabDKro4DKQvS9KuZSCLoNPCq9xyFC6v5JQsrqb5lZCVZSOtSCpXha2lfUXYmz1hiiiT6MUaRr/djUIuncBXG/PJzeleUuGiVfzWPxGHxQFvJOWQHHJwubRSTt/4wvegPDZfyUdqNYyS4KMEA26SZ3HYVGGVLjsY6gVTG0disuJkwsRMzpiJMOpjRvz0iSGHyE1dsziw3ki1fSHnI5QDCYLFYo/2GHllG4ksqEooB0JZ8qgHS5Fcx/ID5GxyfOMfIM8kLjDQswvkcxCSeUXuM7JLGmbeAZRe0hoDy5v8A5J2IkQPjsQMOTr0EKiWQC2meZiIlYbiiJINNHsbU88pfkhixOExrZgGOTERKysbeSvSxZOjW+8mOU2PZraPyguW+0cKIotl4OTEzS5maXoZJYMOi2FjlKqZXJ8lWcWCsSDoKj/MTyy2/JiBFtXA2gdWtiQiwtC4UsA8fSkuj2yAqgKsVvfyioHIHLfkricFOcPi4ujkAuBoUkQkgSRuPJdGymx69CFYMo7b+R/NfYuE1uVfFqdb/APfZyBcdQI8LUz/LV5JpPsxsTYdLg2WRH49FI6R4hOrKUKy286JN1bfIixGbZAGvkYrEqO4ssntc+N6A5x+WLBl23ieGeLCv3joFjv2f1ZHh2iqq9e7jf1H49NXX8utAu10PnbPwxOoF7YjFr7FHXwqp+R+wJMXPBhobdJPIkSkgZUzWzu2tysaBpCAbkA21sKAbOnt5V7EHffKd/WuU3uD7RS1+VGLKshxeLKMpRkGJn6N1YWZGj6TKUIJBUgggkW11+hnNxzS4DARhIYI2e1nnkRXnlPEs5F1BNyI1sg4AU187XMhgNoRv+aSDEWumJiRVcMB5IlCgCePgUfWxOUo1mAHz0w0Y3e46e3fb4NewHHv4X4brWI/jrXvtfZ7RSywuPzkM0kMgF7B4nMbAXANsym2m6k634/ffvtbcd3xqBke/jb+f861JP8vT17x6uHCt2HwPHj7v5hb48fjTtoDx6IkBV1LEKLX3k2te9t1tBpr3V0fyI2KEREG5FVR22Gp8TrVM82+AEuIud0YDH+8foi3hfw9PQ+wksBXNx1S2h1uGUryzMkOzNn6WAp0n2blFzYV77EItemPlvtUjS+nZwrkqSPQSSSI1ykxRdsia627P41nAbFKLcjWmGDbzJjI4jH+aK3WQE6t1MLWA7b76tDEbWjKeUFHC+717qSehrUbvUhom1tTnsyGzGkXKHZ5WzrqDrpUh2DEGjV+sVruZZTy2hhb3BGhA0r25ObblwumXpouKXs69qMdP8LaHzl30tfS1biIHUVYoVnTd0VsRRU04vY5N5bcp8a2MPSS4hulkkVoJFAiEbSERIoWR43vEQxIVMjaDN9M2xzIs0cUqkaBiBvO4kbyTwtpu36VJeXXJdZbMBZl1DDS3bpury2NhMqZfrnRraBv1rbr1dr4r0sTn4fCeimOwxB6Nv1r1CcavknuqZ4+PKgFQ7avGqsdy5LY5m5zo8s4cb7keKkEH128KjkuJ/OBr8eFSHnPnvKR2t/1Gok7V3afuo83U95+JM8cB0Iaw1VLnvBPjqDS7mfe0ki9cYN/7re5qasNic0AG+wPhew9RN+80t5sTbEDqIkH+UH7q2Q0kitWX+nLwLVtWVra1Aq6ca4rwlPmCpjwtPmBrKJqmx2rzkkr0cU34p62sqJ3IXzjcn3mlWRMthGENyb6MxGlt1ntUbh5Gud7Dq0F/vHsqxcRNTpyFiibEIstrG4F92beLjjVSuowi5tXOxg6tSpKNFNK7tdlf7G5vg7KgYksdNQBoL8B1U+43m0SEgMobt1++rl25sJRZ4rK6m4IGndTS+0BMpVxZhoffXDlxJ504pW6b/M9cuBJU5RqTblyktEvgVvheSsQ3Io8BTjDsZRwFPIjykqeG7tFemWvQ0ZRqQUo7Hg8UqtGo6dTdDXHs0dVeyYIUtAotW7KVfSMTrhgKoDa0GSSRd2WR1sLDRXYdVr2G/hwroe1UXy9hy4qcf7wN9tVe9u9vjW9bErRM6nCp3nJdv5+oyhbfHZx9Q07q7O+RJy66fCPgZDeTCWMRP1sNITkA0/snDR2F7IYdTeuMAw8fG3HgPR69amXMty1/o7HwYoEhA3RYga+Vh5SBLcAXJXyZgOLxINxqodsv75U3NO2J2rs2aMHJjZosHibaFeizTNJ2s2DScX4dAnXXQHORylTAYHE4ogWw8DuqbgzAWijFt2ZyiC3XT/GVcKwysNGVhYjVSAyntViLjgT11y/8v3leViwuz0OsznEzAHXo4SBAjC30XmJcG41w/HWgIx8gaHpMdjppSHm+bqc5AzM085edwbcXRS1rbxVn/Lr2xNFstEiJVJ8XHBMVuCYjDNL0ZI+q7xKrDcy3U/SrmL5PHL0bM2hFO9+hdTh5wLsRDIVPSBVvcxyIkhAFyqyKoJau+tvbIwm0sKY5AmIw06KwKtdXW4eORJENwQQrrIhuCAQaA+Z3JvasuGnixGHJE0MiPFlvmZg39X5NiyyW6Nk+upZToa+pwFxqN41B137x1HqqneQvybtm4OdcQOnneNxJEs7o0cLA3UhI4o85VrMplz2KofpKGp0+UdzqRbLwj2YHFyoyYaIEF85BUTsvCKI+WWNgSAgN2FAcx/JP5WrgdrNh81sNiXkwY8ryQ6St8ykJJJN7GBQTe8+82Ndfc5HIWPHNgmc2ODxsGMTf5Riv5BtwJKvbiUUHQmvmrgLrlKsQykMrA+WrL5SsCSfKDDMDY6ivpTzM8shtDAYfFWAd0KyqNyTRsY5lF9QM6llvvUqeNAQL5TPOP/R+I2N5WVWxzSzakL82SI4ectwIVcYJQp+tGCNVuLQ21yXhmxGFxTgGXCGcxNa5AxEXRSAHhcW9HiOMflz7cE21VgBJGGwsUZHmyzM076dsLYYnwrob5OXOdhpdl4X5ziYUmhQ4eQTTIshMByI5LsGbPF0Umc3uW1JN6Aj/AMvHlIYtnR4Zd+LxKK3/AIWH/wBYYg8D0yYddd6s1NP/ALP7a6HDY3DA+WmJTEEcSs8CRA9R8rCsNN3HeL1Z8tPlrHjNoQx4eRJYcLAVDxOsiGad80wDKSpKpFCpAO8MDqNK55tuWs+zsSmKwxGdboytcpLG1i8T21sSq+VvVgra2NwO8ee7lfj8DEk2CwPz5bkTKruJYhpldYkikeVd4bKLrobEElaj5Kc8nKLHSCPDbLiiGYK0uJjxKwxAnUu7vBmKi5KRhnOll4VN+RHymNlYhR00pwclrtHOpCC1rlcQoMDC+7MyORqUWnPlB8ojYsK3+eJMeC4dWnbx6NSq7t7lRQHO/wAoLnW23E2J2ZjlwapLGVzxQyKJYJCQskTvO9hoVNwSrBl4BqtH5AeIvs7FLxXHv17mwuGsdTYahhYW3dZuef8A5QPPJJtiSMCIQ4eBmMSHK0zl/JLySAeRdAPzEZKg6lpCIysi+Tdz2wbIhxEU0OImM0yyr0XRELaMRtmMkqG5yodARa537wHf5fUVtoYRvOwRHH6k7nx/rN3vFVhzGcoI8LtPA4ic5Yo5rOx0VBLFJAJGO4LGZOkYncqseFPXyj+dSLbEmFkiglh6BJkbpGRi/StGy2ykhbdG1zfXMN2WqzUaa9vHr7N3p7aA+qgNeeJnVVLMQqqCzMTZVUC5Yk6AAAkk18/uQPP7tTARCGKSOaJQAiYmN5eiUaBUkSWKTKNQFZ3CgAKFC0g50Oe7ae0ozDiJY4oWtnhwyGOOW2tpGd5JnW++PPkOl1NgaAi3OHt9cXj8ZiYrdHNiZ3jvcZoyxEb2YaFkCvZtxa2lhTMnv7t1xf1DuryRPi3xr6KUW9turjwPuoDKg/A17uv16Gtc3v8ARbjfTQDT31kDsHf7fZ1E99INuYrKh6zoPaaAvDmw5O9FErEeVK2c9dreSPBbC3fVm4UWI66inJLHJKqNHqoFgbaEjfbrHC/G3VrU82Fh7nMfDwrg4ltvU9HhIqK9kztPa/RjL9bq6u/3UyJisx8o3PePRVf84GMxEmLGGgvmYX0Ns1zb6XACsLzTbRF7JG5vqokBYkjNa5ABNt+orVTw8mtE/E7FKlSlrVqxj0XP9S4MBsyNgcw19YNIuVHIeOeF43JIZGUdl/rWvvHXVZ4HlbiMKehxEZDKd0uZJAOoE/SXqOo6jVnckeVCTrpowGqE6jtB3MPZWqdGcXcsVsBOnHNo49V0GXkLsd8Lgxh5pOkyXyNr9E6gC5J06uG4bhU05BQHo9eskdx1pK8QJ3XqSbGatLbbuypFJaI0xWFpEYyN1SN0pBjcPpWxISipDJO19DTU0eVr05YprU0bTxIFZqRXlSseG18RcVAOUGKyhj1A1IcbjN9V1zgbRAXfvNq3UVeVitXeWLZRXL6bNMT2H03JPtqPXpy5SyXlamyu/HY8y9x42LL5Lr+qT46VKObyO2IHce7ctRjknFmcj9U39H8BU55EQD5xfqD+GqqPUPXWUfeRprP2H4Fh2orNqzartjg3FOFFPmBFMmFFPmAWs0aqjHeRabMbHTwRSPGR1taKcZ6kYxSV4o9jpcEagjeDTjjkptetbRbjPmW9yI20J47N9NdG7eo9x3018qIcjhlHgOPZTNzS4QPMylipyXGtr66+ipntfCdG2vlIdDc3KngQTrbrFeTxdJU6zij6Xw3EzxGEjOW+3kRvEYQyeUNLem/b7qSRnffeNCKeX/Ntf6p3++m/bmH1zLqd57qu4DFehlZ+6/kcTjXDvWYZ4e+vmun0E96xekDYqlnJ2ISy5W3KA1uskm3ot8WruV8QqVNzep5DBYKeKrxox0bfPl1N0cHcQfGqd53YLYo8M8cbf9SXvYm/kW9FdJ7Q2ZGy2tqBoRvFc/8APhBaSEneUdfsMGB/5ntrn0uIRxMWrWa1PRVOBz4fVjLNmi7q9rWe/wCxXxX4148es+vv31uF+L7+zsPZwrRCP4W+64Hh3+Bf3a/AB7qyNxd/IL5TOLwOEgwgw0MwgTo1kkkdGyAnokyLGVAjjyxA31CjiDeredDltNtPFvi51VWZEjWNCzJFHENEUkZiCxeQk/Wc7tAGPN2nh6u29x6NK0W/x6e/jQG8W7T48fu19V6lfITnNx+zxbBYho4yxcwkJJCzHf8Am3DBM29jHkY8TexqKWv8fHX4ad1bjq+PX/CgLV2n8pjbTqVE0Ed7+XHh1DjhoZDIn+W9769VTbUxks0jyzu8srm7ySMzyMe1m1sBoBuAsBYACt2HV6D7twvxsSPRWuXr9o3d3x6qA0jNje/p4m9Ko8VIBlSR1FySqOygmwBJCkAkqFF+IUC9hXgfg6/dQR3ev16d/o76ASxw277k+nU3773v294r1fD36uG/h6t3VqK9T2+Gu7uI133O8ddHx8ddAeCw2+O3Tj2gePfXoT22+PQOv403I+P4ceJ69fGsKfix49t6AwY+vs+Or+Q6q8zAPXpbd29331utuz13+BW4Nrfd6fA8KA1jjHx6/XW7pbq47rHj2X+OFBYfyvx7Pf27qD2cfEe7u/lQHlkG/wBnDx67e2vQfH8vH445C/Fhbs19dr6+mtXi79/h/D466Azfju8fDXq/j41qPjdfr8dT7a3N7fB69bXBPga1Qn499/GgDN/D4Pdu19tYjbr3ejhfq13X3/fWFG/Q9vpGnUBfu9lbJ6h1W09fx6TQGrev1H3b6j2Ox4MqZtUVxccGANyLaaG1uu1Ou2cRYWG86doHEn1+uofinuah66ErqdhcjNoNMnTOFDSs8rBRZFMjl8qDgig5VHBQKk4x5tZarXmnxv8AqUBv/ZhfFfJ+6p/siO4rhV1Zs9BhXeKKp5e4OVMQJVLDNuZSQVI0IuOvqp85t+WOOiljWHEQqbgCLFBjDPmOt5wS0T8BuuSd+6rMm2CsilWAIPA+3sqB8o+b5lvlBZerjb2Goo1VF3TPSUY4XE0VRrq0ltL+foXlNyzwjpl2xhVw7MQmeZFmwjhRvjxSqyLrmbLJ0b77A1THOBsJMA8OMwUivhZmYqFfOI9bqmYEnKVNrMbg3HEAJcDywx2GTohKWQLkCTxrKAu4qGYZrW0tm0G616gMk2WRnWNBn6TpI0BWJw4+iIzmCAGxGXdlFXZVISVmacJwvF4SpmptShzSekl4PZ/FnQWytqrKiSRm4YA93WD2g6VLtnNaxqiOZSeUMUZGyHyhe9lI3i5tcEG4NhV2ySWUCuPVjZmurFQm0tuVx4bFUlxuL0pLfSm7aOJtURMc4m2jPUU2zi/vpbtbH1EMbjLmt0UVqlQMXPpVXc4k+cFRv1qe7UnsO+mzZ3JvPcsN44bxcnd3aX4b6tUbR1Zz8Reayo5wx8TZmuDpv7O+ktdk4XkF0EZfJH5euUi5cKLGxvYddc589/JtMNiR0QskqCULwUkkMAOA3G3C5roUcUpyynMrYNwhnuRvkq9mPcB6/wCBqweQER6eQ208v/ruPUd3ZVabGHlr8cf4VbnN1D/WN+swv3EfeTVymrzRycXK1JkttQFrasqKvHBuKcItP2BSmbBrT9glrKKNFRjqBXjMle60OlbyjmI9tCOmadak2PhpixcVa5ItUpm/JraJhlRxwNj/AHW0Pv8ACrZ2tFnQjrF6pZlq2eb7HieIKT5a+S3X2HxFcHi1HaovBntfwzjUs1CT7r9xuhlzjIfpDT48K1w4P0G3X8k//aac+UmzRAM+62pvxpPgm+cKCmt91uFvYa5d9D0OX2rIZ+VOx7DOu/6w6x10zclsdkmQncwKHv3r99TyMFgVYeUNCKgfKfYzISybr3HYRqPC41q/h66nTdGb3Wnj0OJjsG6FeOLpLVP2kunN+W5bcSXF+FVJ8obk6TEsqjVCSe5hZvYD4VPObfbvTRDrA47xwIt304ctdkdLCyniDcdY4iuXRk6dQ9PilHEUNOaujjgv8d/xa9CW+Cf5b+FWw3N7FwVuredLeOlZ/J9F5p9Le+vUqhJq6PnsuKUYuzvf+dypWHD06Dt04bqyD29fj16Hs9XjVsjm9h80/ab31ueQcPFfWffWXq0jH83o9/l9So2Xf8dfHs+NKxcdfwfX2cdatsciMOOC/a/jR/oZhuIT7X/qp6vIj83pdGVLmt8W+N9t3V1VsPR19Xj491WynJHDD9H9oe/r1r0PJLDaXEfZ5Q99PV5diPzel0ZUJPp4fHDj91BP3ceFhfTjparf/wBFMN1RelffW68lMN1Rf5aervqPzin0ZTl+r2cB8W9dbE6+nd7fgd19RVyDknh/Nj/y16JyTg82P0LU+rPqR+cU/wC1lL5fv+O+9/jSsBPj4Hp8Ku5eSMXmJ9ke6vQck4/MX7I91PVX1Mfzmn/ayjVb+Pv10O/hWFbu6+zvuNeO7u6qvUclY/MX0D3VuOS8fmD0Cp9VfUj85h/a/MofP33+OzurZhfj8ceB7eP8L4Xk0nmj0VsOTqeaKeqvqPzqH9vz+xQYO/406+qtjH7fHj6avsbATqFbf0GnUPVT1V9SPzqP9vz+xQiX37vVb1XojjNrW6uB38d2gO6r8Gxk7PVWDslBvsO8ip9V7kfnS/t+f2KFeIngfR19viT41rKGAJIIA/VIHp0tw4Dwq/BsxP1fSKqznc22qnoo9bb7fWa+ig9+89++tdWjkjds34biLrzyxj8/sVXtjE7+3Ujx0XdcdZNMhNKtpMcx1uePf8aUkqtHY6zLz5iNrhsOYr6xudP1XOYH05h4VfGwV8kVx7zYbSeLExZNc7BGXrBO/wDwnyu6/XXX3IrGgix7CO7j6DXLx1Ozudrhk09GSXCEinPDyA76VYDDI1rEVviNlW1Brl5Hud7QQz7NQ8BTVi9ip1C3cL09kW30hxEwqE2YN2PLZ8CroBTswGlMkU+tK3kvWTRqvcW4qccKYdqPpSySSo/trF1lGJrlIjm3sRwFMSrSzaM1zXtsLZxlcKPHurclY03uIcLgcxud24d/x8a1NdibItJE6i+jIycMptbxuN9SH/RRUCG40BABFx130IOp7abMBjiCW8lQCQbHUkabt9YynczhCw9coIQsiLeyBS9jw6l7STpu1rkf5TmLV8eI0/soY0a3B2u7D0Moq7ucbnDWN2I8ufLZE+rELf1knWdfJTfx7a5ixKs7STSEs7ktc72Zv4/dwq5gaMs2d7cihxHEQUPRp631GXYcZ6Qdmvo+6rn5vILQKSLZrt9pmYf5StVNshMis533Cjr6zbxAFXZyXw+WGNepQPQLV26CvI8pxGVqaXccLVsi0Wr0jWrhxGxbglp/waU04COn3CpWyKKtWQydHgN1sMPBB9wrdPmOtjhxw+knvpzHKCD9KvprePbMR3SA+n3VlZdjTml0l5/Yj+LbBefB+0H71qaMbHhL3DxftB+9UyxG14eLf5W/dprxm04Tpm/yt+7WLS7G2nUl0l5/YiMsmG8+Ow/3g/ep15GcpYcLKHWRADYOM4Nx1/S3j31nFbQiGmb/ACt+7SOXaUY3k/Zb92tFWnGcXF2L+HrzpTU45rr+dDoDlG6YmC6kEFbgjdUA5rXaDEMv1G3DhcXvp4+qmzm95R74QSVIutwRlvoRqBoae8JZJUYefr46V5mtRdOTgz6LgcVGvTjUWnYftvzETKd1yb91r2ox0IZb9deXLaTVGHA3PYKSYPGEGxOh3VWS0Lk5LMRrYqHCYi6/1UjXIA0jc7zYfVbffcDfrFXGQHS++4qtcRh87gfG+nvYmOaLyGJyg2B327O6omr6k0pKPs8iPcstiQJJnkjU5tL5CxuN25SaYG+ZcY0/YP8Ah1ZG3MsinU3++oedrKNCJSRvyxSsPSqEeuvScLxCnDI91+h8+/EuBdGt6WF8suj2flzGpsPggLmOPxhP3pQBgd+WD9kv7lOR22vmT/sJvw6P6bHmYj9hL+7XVsux5jNL/Lz+wgXE4If7MO8Rj1WFbtjMGPrYYX7YhS5tsDzJ/wBjJ+7pWo2wD/ZT+MLU07EXfSXn9hIuNwZ+thj4xVkYvBn62G9MVLU2mP0cw/4TAVg7UH6ObwjP8Kki77+f2ERx2D3ZsN6Yqx8/wfn4b0x0vXaQ/Rzfsm91ZfaYGuSbwicn1LUE37Pz+w1visEd5wx8Iz91ayfMvNg/ZqfYlOf9OL5s4/4E34deg2unXIP70Uq+1BTTsTmfSXn9hnVsEdBHGe6An2R159Jgr/1S3/8AhpPwqe32zEN727ww9oryHKCD9Kg72A9tqadjLM+kvP7DYDg/0X/00v4VahMGP7A//KzfhU7Nygw43zxftF99A5Q4fd08Wn+8X30suwzS6S8/sNbLgxvh/wDppfwqFw+D39CP/lpfvip0/p7D/pov2i++g8oMP+mi+2vvqbLsM0ukvP7DYYMHv6FfHDP+FWVw+Cv/AFUV/wDwD98dOS7egO6VD3G/srH+kEPn37lc+xajTsLy6S8/sILYJTfJCD/4QB/6Ky74M71g8Yh+5Tgu24zqDIR2RS/h1o/KCMfpfCCf8Op07C8ukvP7EW5VbZwcUTmNYC1rABEuOF/o/BtVCbVnvmY9tvHTQDTs9NT3nS5UmaXIhYKN9wVNtygggEaEm3b6IBjYc3d93X7q5eInml2PV8Mw/oqd3e76kZlNzWlL8ZhrUgrWmdAmvM7g8+LjPmK7+rKPW16v7D7SaI3tcXv2g9Y+8VUHMFhrySN1Jl9J/hVwY/DeTXPxErysdTCpqF0TLk7y2jawJyt2m1TGHlCpG8e+ufpcKOI+O+vfDI4+jI47Cbj0VTnRXI6EMXLZl34va4NMOP22Nw31XH9Izbi1x8dtKMJjrb6wVGxm6+YsXZk3E04nHCq4G3bVpPyiPXRwuPSWRONo7VAqF7b2zvplxm2idBrevLB7OZzdt3VWSgka3NvY8cTjzZmANgCe+pV8m3lPHKmJMpUSq1wu60eUZAONrhgT1366a9rxrFC7Hgp9lUhzYbZCYuWbIr3hnVVa9gJBk6TRlN4wxkBvoyqeFZqnnjJvkYOt6OcV1OvNlc4kMsTvKVj6J2R7my+SFYNc7gVZTVD8vueeNTIMJ5bMxs5FkXtF7Fj1W07aqznZ5WHGYqSQKsUZ6NVijusQ6OJIs2Xi7ZMzORckmoferNHARWstSpW4lN+zFW7k12Tj84dnJZnIuSfKe/lEX7dR3Hsr0xsZNhp2ey/o18RTXsMDKOs3t2X0J9AtT+0ir5Q8PYPu+DV9aaHKbu7iFcCGdY76KCSeAOgHA8b1Z0Pza30Y/sD92oRyMjGfO2a7sD9B28lCGvopvdgKsX+lU/X/AGUv7lWqEdLnG4hUvJJX06CHo8N1R+j+Fe0Yww3mMDvtSiPaqE/X/ZyfuUrw200/X/ZyfuVYsuxznJ/5ef2M4BcIR9KP7f8A6r08YaHBjjEP8f8A6qxgtsRji/7KX8OnXD7ci63/AGU34dbYpdipUnLpLz+w7mUecPTWjYxBvdfFh768U2PCN0UQ7o091eh2fH5ifYX3VusznXj3MfP4/wBIn2199JcXtCLjJH9tffS35knmJ9ke6sSYFD9RPsr7qizClFdSNY7FR/pE+2vvpnmxkfnp9pffUsx+ATzV+yPdUfxWz0F7Iv2R7q1STLlKce4iwu0lVgwZbg7sw1B3jfUswG1Uks6EGx1HEcDpURkwSeYn2R7qfOSEa/nEygeSWWwF+0DTr18a5PEKF45/M9XwDHZZ+h5PVeJZO3rNh7jqvUNw2Iuo69KlvJrDB4wGNx6qiu2YMkjAbha49lcOPQ9lN8x62ePKLdgqSyYENftF6iuym1PcPZUx2BL5Ov1dPDhSUdCIS1E8eFvw1sCe/caim2Iskl+B0P3GrA6GxNRHlnggysCARbcRceit2EqOnNSRT4ph44ihKm+a+Y25axlpqwuxMOQD0MW7zF91eq7Bg4RRi/6oFexV2rnyKSjF2bfl9xxy1jLTWOTmH/RJ6P41uNgQ6/mx6/fTUi8Or8vuORFYtTeNhQ+YPS371eibIiH1B6W99LMXj1fl9xZas5aQ/wBDxeYPSffWjbChOpjU+k/fU2YvHq/L7jjlrFIH2FAd8SHvUH21r/o9h/0EX7NfdUWZN49X5fccHkA3kDxryOMTz1+0PfXiNjw/oYv2afu1suyohuijH+BPdU2YvHubvjI+Lp4svvrVcfH+kj+2vvrZsBHxjT7C+6tlwSDciD/CvupZjNHueY2jH+kj+2vvrJx8f6RPtr76yuAjvfIl/wC6t/TaiTAR7yid5VfdUWZN49zC7QjP9oh/xr763OLTfnW3XmFvbTHsnEJLdgkKxAmxKrmcA/StayKe257q8tq8pcBFo74cdgyE+gXrHNpc2+id7JNvsSA4xPPT7Q99RvnA5UxwRE5lLHQAEG+trb/E9lQXlLzt4NL9BAkjcGZFC+zMapvlFykfEOXYKN+igKBfTQD49FV6uISVonWwPCZzkpVE0u/McfnJdncm7M5JN/Fvd6K2zdXHdSfAjyF+N+v3gV47SxGQW4nTuHE/d6a5p6u1thr2zPdrDcPbSBRQTXtg0uR4+qstkC5vk9YbV78R99W7j8PpVZcwMW+rkx8Glcqs/aOzh17BEjg716ps4064WCnXC4YVrcjaokVfZteDYK1TiXCDqpuxWCrG5mokSkwteUezCTUnGBpfs/AVGYnKR/Z2weynxMEFFPkGEsN1R/lXisikk5RY99Re5nayuVXz6beAiMSnVzaw6uPq9FUHHMQbqSNCLgkXB3jTgeqpNzhbX6aYkfRF1HE24knrNRaurh4ZYnDxNRzncwTW2Td26+u33VqTXtiR9H+6PXc1ZKwu2Xi7X7vR8H76ecIxYqlzdjbxtc27hpfrIqN4ZrAnjcWHrPo0qVch8DnJLa3sgH6xIY+OW2naOqsbXZjUlli2WhyPwdhfgqhB7T6zUgy034XYkQUDo00G/KNfVXquyYuCAd1x7DXRjFpWPK1ainJu7/nxFqLThgo6Z02PGeDeDuPY1Ouz9iIN3SftpfxK2JMrTlG278vuSHBR04qtM+E2KlrXl/bzfiUo/oJPOm/bz/iVtVyjKUb7vy+4f0m/+zzemD8eg7Tk/wBmm+1B+PTtRasrMrelXRfP6jQ+1ZP9mm+1B+PW39IP/s8v2oPx6dWFBqLEekXRfP6jJi8Y/wCgl+1B+NTJtHEP+gl+1D+LUzcaU1bQjrGSN1Kqr7L5/UhOIxMn6F/tRfvmvbYu0nWRWMZUbiSyHQi24E8bVZfIvmzkxihhKseYMygrm8hJDEztZly3kDKqgNfI18gykyHljzHJBhZphiHd4omkIKKqMEGZhbMWW4Bt5Rsbb6p1ssk4N76HoMHTrQca0Y6LXfl59Bi5u8SSGXqJHhwpZyg2SATxLG5PcDUQ5r8eRIVO/S/aOBqz8fqL79D4k15erB05NM+jYarCtTU47MrvZj2bL1bvbapfycxlnHUfJPv+6mLbGxigv9bf3V57LxvXv3Htqb3RNrMsuaHfUX5Sx+SfGn/ZuPzJY77b+sWqP8qX0pB6iqtCD4XEuLqseYA786ra/YaULi5OMLeEkf3sKxsk3d+4U6EV67CNypRfY+RcXUaeLqRSW/fnr1Gr+kJP9nl+3D+LWH2lJ/s8x/xQfj07AUCrNjm+kXRfP6jRFtR/9nnHjB+PXp/SDfoJu68P49OeWs5aWZPpF0Xz+oyjaz/7PP6Yfxq9W2k36Cb0w/j06WoIpZ9SfSLovn9Robaj2/7PP6Yfx6xHtZz/AN2n/wCT989PAFe+HwTsCVRmAsCQpIBO4EgEAncBvJ3U+JKmnoo/r9RjbaT3t83n9MP49B2m/wDs8/pg/HqXPyUxQQyGGQKozEkZSANScps9gNd1M9qhO+zMp5oe9G3jdDV/SL/7PN6YPx6JdpOP7Cc93Q/jVptrlJBDo7jMBfIt2e3XlG6oHyo5y2I/1cMq2+nkLNrpu+gB2lie6sZ1FHmWsNg61drLDTq7pE9G1H/2ef0w/j1W3OLzngLJFFGwJBVmZl04HKFZgeIveoNtLlLOx/r5Trc/nXVh3oWHk/qgMO2oLtvF3JufjjVKtiXayPQYPgkYyzVLPolf6jniuW03R9DcFbWuRdgOBBJOU9wtaotLMTvJrzY1iqrbe53YU4w91Gb1kGtRRUGZKcJiQFXtt4E3P3CmTa2IzNfwHppO01/D+HuryrFIkxT9yXwmZjcaAG9t9t2g49o6r0zQJc1KeT4EahnCHOwsHJBYk2uFVg4A35t16m13YFtcwsWUEb7G3uPjv0q8Hw118KoXmxx4il3+S4BG4WJJ3AEi1wRppu0G6ug9jyBl06q5mKhlmzr4SScCOpBrThCnXTjjNna3+O+keUiqrZcSN2pLilr3Zq1jjvu/hUXMrCaDC3p+wGCo2fhLcPToKUY+bKDurF6mSEu08WqAknd1ca5656OVma6Lx9Pp4Cpjzo8q1jBAPlW3cfvrnTbuNLsWY8d3vqzh6V3cpYqukrIZsUeukZNe2JkvXhXWitDjSdwr3xLXCnsy+gn7iK8VFerbrdt/VUmJrHVt82ezZAAwVNAG8rMPKcZuCnctvSOqqt2Ph87qvWw9F9b+FdEclsNliX9a7679d1/8NhW+hC8rnM4pXyQy9T0zzeZH+0Yf/wBVekU0nGP0OD7QtLCK3jWrtjzjqLovn9TxgxT/AKGQ9xi++UU9YPGsP7GbwEf3S1nAxU+4OKs4xKtWsun6iSPaun9TP9gfv16rtb/cz/Y/9VOoFBFbbMqOpHp8xsWfEfoYvGdv/L1npsR+ii/bt/5enY068lMIrzKHF1VZJWXzhFG0mXuYqFPYTUSVlc103nkopLV25/USbE5M46cAxQR6gG7zlFsdzX6AtlOtjl1sbXsalg5qMXkvnw2e30c8pS/V0nQhvHJ4VaXIdP8AV4mJu0iLM7ec8ihj4C4QDcqqqiwAFMfJrFFMXPGTq00oI4nMi4iBu8IZ0vvKrGNyACjKtNt25HqqXCsNCMHUTbl3as2rrYo/buw8fBIscmGTM2iZJiwk/uWw924eTYMLi4FxSzZfIXGzhsscNxcECcsqt5rSiHori2qozuptdBV9c4Sr83ZnDFUaNmyaOY+kUSqDoQGiLA2IuLgkAmnfZZTo0MYCoUUooAUKpAKjKNBod1Q8RLLcyhwWiq7i9rJpa3s79+2/y5lA8z2LmXEDDTLkfDT3jKyZrB3MGLguAM0bM0UuXcWTNvsReHLbAmXC4iJVLGSGRAqsELFlK2DsrKhN/plWA32NrGDGfAnGqIYnGJXFHPJ5QTNnYSk3kysGa9gF32NhlJEw5y8QyYHGOhKsuFnKsN6nomsQeBB1vWqprJF7BWhRmrppX9130ttrztoQvA8yGFXKweVJALHo28g8dVkDs1usFAeAW9gr5OckvzjRyEMyakr9FUJIjJ/3kgUsEvZALtmzKDLOQP8A2aOxuB0gHGwErgKOxQAgHAACvPk9i1OJx0f11kw7kccj4aNUbtGeOUX6ww4VUq0ozleW518LVdOnlhorbCPGbIwhk6Foc5OUM2tgWVmAvmFjZSSFGgIO69q45z+b/oGjfDB2WRsgj1ZlexYBbeUylQ2+5GU3JvpbPKCDE5g2HaIAizB11uOIYA3FraG1rcb6NskUoeH53IriRjF0Ua5UDMpIZmuDInk5ShGW7KbG1aalOLurfGyRap1ZJqV/hdsqePZ80IAlXLfS2ZSVPUQrEr4gVptrZcrtGhGQySJEGfRVdjYBjqVP6pGY2NgavzHYROiZCAqZT9EZcoGt1tuItcEaggEU38pY8N80kEoX5t0LXy2y9Hl06MjTNuyEfWy21tWCwaT3Nkse3HVFfbJ5lcim+JuxNyRDp3f1tzbr0pFsnm1keWaN5FRYigDgB+lDpmBVM4ZANVOa3lBrZgL1Z/IzFkxZGbO8Vo2fjKuUNFN/xImRzwzZx9WvOHZ3RTvLmtG2Z2LEWzOIoxGNb6tGZCTaxZQt7tXWhVlBZb7LQ8rX4dhq8lWcb3ftavvvrye9it+VvNq8MZkjkWSxW6sOispYKWz5mFlBzm4Hkht50O/KPmyMMEkomVmjRnKFcivlF8ofO1idwJXU23XqzOVuyzKi5fpxypKlzYZluPK61sxuOIuONeUWCjkboioePDZEAbygZQgYXU+SejjKEE38pzuy65LETtv47GmpwfD5pRUN0svtS31v+l/h3OdMFg8W4zJhJGHWpLD0rGR668p2nW4aHKw3qz5SO8FLiui9tbbaOeNNMhVC4traSToQ6nh0chhDDcVlJ0yarOVOxFnQggZ1uY3IBKOPonUEEXtdTofQRtWKaautP52KUuBQlGSpyvKO6aevh7X8+ZzccDjcucYNylr58xyW683RWt+tupEs2IIJGHUgWuem0F91z0JAvXTWwcDA8aSKufOisHl8uUhhfVnzMD+qDYcBalWzdmRoXyhfpG4AFkzeUVCj6Oa+Y8WvfdlAj1q3UzX4fUkmpKzXd+WqOZNnw4qU5YsOHbqWXd3norDdxtVuc3WGx0SxibBqmQhQVxCPdZp16WRkCArJGhLhgWzohQhSQwmnJ3AxpJP0aqoWQLZRpmMaSSMe09Iq23AIAANbtfLTaxjngXMUA6N7hmAcvi8PhujZQcrhlmYAEEh8hFtb4zrOo8vLub8Lw6OFj6Vv2r29nbe3O/NdiTbWhLRyKtizRuqgmwJKkC5sbC532PdVOcnObn53EsiYhkicXSWNVZp1O6WLOCqRHejsJDKpV7RggG4NvYro4ZZLZskUj5b2zZULZc2tr2textVb8y/LyIYPBQYoPhJTBHHCMUqwfPI4lCRyxG/RF5IwkjYZW6SMtYrlyO1eFSUU7HZr4OjXkpVI3ttcq6DmD2Vi8XJFDtWV5oC4xEStA2JDqQmY+QFAR/Jf8y2pC3U1RvOJyRmwWLxGHK4h+gcKJ45SzMjIskbiILYZkkUmLgcwzG2Y95co+QeExEizvEExKapiovzWKjIFhadLOy2JBifPGwJVlZWIPDvP7ydaDaeJSbFyNO3RydPNZfnCNGvRtniCrGUVRCUygAp5IC5RWcJZmb8qSsir9uYhiLtKkgH7RTusQVDrxuLkeqoXjJLnTd7al/KPDsD5Zjcn+0RsxYbrMRvI01Iv31DZ1sTWmfvGSPKiiioJCiiigCtoxWKW7Nw+Y6dep9ZoBZsTAEm53fA++k+2ICXYr5QvbTW1t1xwp/x0oGi7iFB67jj43pNhcPEW8vpFvrmWx7zbQ+uojqwx55G7UymMOp0GXVrMtz9MXIA1OazaEFt1s1dC81XKMFujZrkdehHYVPt1HUTXP2FwKgEo8c5IAysHSW36hvfMPNBN+2lWxNs/N5EkPTZ00KvYAC1ragNoOscBurLEYZVI9zdh6zpvsdmTx319lIJYx1U2c3fKNcTCrqd43HQg8QRf+e8U846yi53V5+UXF2Z3oyTV0Jo8IOr49FK1wtVryy52oMM2RR0jr9MXyhepb5Tdzvy6AC9yKhZ54MXMWMfRRLuQZcxJ1F2YtoB1qBe3CxNWI4SpJZtl3NE8ZTg7c+xfOLxIQam3fVXcueW48oR3a18xQFsmh1IGttLabqpflTzh4pwVeXNY5iSFyHqXJaxHZxuNabYcYkidLGOhddSoYkEcclxcf3Sdx7DVqlgUtZPyKdXHt6RXmJuU+2Oke98xN73FrG/Vmb0g1EsdJc2pZiJrhntbMdB1ddvjrpvTcfb1mx99WFFIpSk2JjWK2YVrW01myCvZt1a4U6g9o9tbzx2rFkocuRsd5l3cbXNrk6W3HfeugoXlAA6NNBb+tPD/AINc7cn8aI5I3O5WUkDeQDcjUHqronYO1UmQPGbj11bw3M4PGU04u2hkTy/ol/a//wCdKIp5f0V/+IPvUUoApZhFq4kcCVRdF8/qeuBxEn6Fj3PH97CniDHyAf8AZpfB4Pxh7K22clO8QrbGJz6tZdF8/qN3z9/9nl+1Bp/z63GNfX8xKPGDX/n040VnY0ekXRfP6jaNrj9FP+yal/J3lL0Uiy9BOwUnMmQAurKUdRdwLsjEC532PCve1YNQ43VmYQrKMlKK1TvvzLd5C8pVjRYmEjQWvDiQhZAh1EM4W8mHljBynpEVSLa33uO0vmnTx4s4iNSistg6lZDkZFNgSxZVkYaAnUDhrSkE7KbqzKetWKn0ixrTETsxuzMx62JY+k3NVXhdb3O3Hj9qcYOCdrNXb0a276cu27ZYG3ucRcTOkEMUxhUTSPKUCrL0WHlkChWYSBCVt5SgsxXQAXNmclnvh4D1wQn0xrXPOxceYpFkUAlSdDuYMCrqexlYr41NtjctlhQLFJIqD6MUkKzGP9RJhiISVG4ZwSB3Vrq4d2tEu8P43FzlOtu/00ta723538bsen2ScJJLi5hGV+dTyKucKzdPlEbAsAgkjHSqFZgLTTG628pi5W8+GECSQthcVJnRlK5I3iYMCpVpYZZVsQSCBc91RflpyikxTAuxyrfKulh+tYALfhuJA0ud5he0I6y9XbV5bmh8ZUJOFBex3tq+b2Lk5D86GGjw0KWzZIwGImw8RzD6bvFjMRhsQHdruwyPdibO+jGH7c55cPLjFeFZoHjQxriejLrIua7wz4chBLBc5leOTpEbMyXDtersSlabPw2Z+5faf4VVxVNQpuX83OtwvH1K9eFLl8NkvA6Lh53Rl3QOetGxIv8A8OXCRgd3S+JpRyLx82KmE8trA5I0GiizRvIQtybKtrsbks0YvpYVdyd2YCBu9fsqbbD2s2HWxW6hi62Yo6MRlYq4BFmAF0YMpsNLiuN6dtrM9D2nq+WLyrUtblXhXkw86R/TeGVU1y+WyEJ5WmXyreVpauVeUXKWdvzUwUWlJkCxKHLq/lFgi3z5r5mQBmN7lrmrC29zmYhvIhMi3vdmeM5RxI6PDxMD1HOdeBqp2ctMtySS9yd5JOpJJ1J7asKqqk45eqKOJpulh6ma3ut/IuTm15br5BtKWjj6GRDFIrSwAkwvEGRelkgJZDEt3MbXANiAt5fc5MEjpAqzmE3EzjDyggspCEKyB7wuRMRa+ZQLXBFQELWcteg9XWbMfM1xqoqPoUtOevLptz59derLZxXOdHFAc4Z8QqkBIh0iSsNBIsiEoqNo9nKuBcZbi1LeQW3laR9GVcUExUTMLAuY1SfDk30miaMXj803FwDVM2py2TtiSIFRlZCQWjcZoyRua2hVhp5aFW0GulYSwis7Ful+IZ54uotFt5W163v8NHZ2s7c5zdlSuiyQIZJFDx5AUUskwAzXdlX83Isclrg2DWudDItt7REa30zG4UXA14sbkWRB5btwUHebA0y/LmcLlQlf+JI9u4u7N6WamvA7acSF5LzZkaNw7Nd43FmTPcsp1uCNxA7q1rCyas+Rdlx+hCblTTvK129lbS60v8i+OTi2hj8ll8m4VhZlBJIDDgQCLjhVPc5PKrE4fEzxiOcK2scir9VkBPRyLICQHLeQ1wGzEAE3LynOHlWyvMbD68cLHu6RWW/94xk9d6h3KPbcmIfPISbCyg28kdQyqq79b2vU0aElK8tjDifF6E6EY0m8yttppa2tn/GWRyG5UJ0jZgyJisuJiZlIVZSipiMM7fRSVWUEIT5QN1Jr150MLgxLhcRipnR4WYxQo6j51Z48RlaJgWkWKTDR4nOpXIImLNkLg8n86vONiYS+Gwh0sOnuqSq9x/VtBIrxuMp1zId9tNb1Vs7bLvJHKj9BiomBhKBIo1INwscSKsUGu9AgRrkMDmNaqlNZtGdvhdSc6Cc1a+q+Lv8A9dFp3PpPyz2phooX+dzRwxOjRlpJFjzBwUspJBLG9gFuSSLAmqrwW38FtHZ/zfHYWaWBLR9LOqQxSrGxhgxUeLaSKGKaUBbwLIs8byMhTL5R4+2vygOJUwzrBh5MwLNDhoMMkzi9jOsEUZc+USGYlVLEqFvq1zE/1OIi6R0/q3Gr24LmFy8bDTTUa8d2KpHTudlx89WxtkwLg4XxEnQDKsQzzMtyWCnEOxjyjNuDnKtgosAK5c5zeUWJ2jiJ8XmSZJGBEK/2CKoSOMI1pFIVReRbZ2LNYZsoZMLhZj/V4SIZRqHW56/oyPf0CmnaE12s0AikvoY80VrdaG6kf3ct+ussqjqLjVjogFuAwvrZt47DoBUWxa+2pltQXFuvU1D9o77VTvd3MhJWTWKKyAUUUUAU84ObKLdYt4EG/p3Uzin7ZcAJB67Du09VQ2SbYLDsxBP87CpBglC2Ng1uDAMD3g8fQdKEwqjd3fFq9egtx+Pj7qxRBvisXEfpQBD58blRp1IwK0rYRsqsuKdcrBskkZLqexgSr9wNvRoibt4UojlTc8aNpvF0bxKEBt3EX7RViFbkyLD5yB5XNhp2lafNGbKykEM44MqDRcpO8ab916lXLLnbklR0w4dSBcyBMwUXtbfZL+eQbcNarraZSSMARRxsCPKUNdrcCSb6nsPeK8sJjJEcvGFQZQGQXKuBpYg3DaWG8abtb1rlTpTnme5ujWnGOVM98ThmlQS5lcprKhVc+p+m1h+dUk2vvHs0fDwyFWjdIJCLOpZli03NnsQt/N1t6b+8WKQMZAssbG9ggQxrcWbR76HzeFbQiNmz/OOjf/4YZR4KSvjlq17JoI7yg2WyGzqhza3UqAR1hlOg43YXoXZmVCI8xJtuZGVWF9Lqb6gkG9OHKTCMxv0ySHrVSh8bRqPWaZFjCm1hfztQfbatMpRRI3Y6I2Udd/Re5PosK8ugsubrJA7ALG9SrEYDTTzMoPDeLns3U343Z2nYoAA6/dc6/wAqrmdyKSGtAK9satifgeHvrxBrJGJtEdR3ilcxvcn9Y+21J4xu7NT3aeutppN1GSeQNSTkTt94nFibA3t123i3aNKjIpdsga+Po7am7WqMJwjNWlsdHQ7dhIB6RNbcfjupwwm2of0sfi6j76qLYG2ZYR5LEDQkHUHwO6/WNatXkhtoTxh9xBKsBuDD3gg+NX6NbPpzPI4/h7oLNvHrf7En2dt7D/pof2ifvU6x7dg/TQ/tE/epuwLjqHop5wyL5o9A91XI3PPVct9n5/Y1/piHhLFb/wARP3qP6Xh/SxftE/epWMMnmr9ke6j5mnmJ9ke6s7Mr5odz3rBrlB+e3aB3unggHsIoXnqx3nIfB/ukFVfXIdzt/wBM4rrHz+x1basWrlZOezGj9Ge8zfj1mXnuxp4RjtBn/HtT1yHcf03iv8fM6oK1jLXK457cd/u/+afbNWjc9mP4NGP8LH2uaj1uHcf01iusfM6qdKatoLXNqc+G0B9aI98Y996y/PfjjvEB/wCGfucVDxcO5Mfw5i4v/b5/YvDGpXryWHlt/h++qFk55MWd6Yf7En4tZ2fzy4uMkiPD6m+qyd3CYVSxs1Up5Y7noOC8Pq4bEKpVtZJ7anZXJ2DTdTlj4hbUCuRsL8pbHqLCHB+Mc3/ma3m+U3tA6GHB/s5v/M1xfVKh7X1ylbmdD4+P6R3eqoTgBedf7x9hqnZ/lB443/NYTXqSX8emnD88mKVw4jw9xf6sltRb9Nf11Zw9CUJpvqjncSqKvh5whu4tLxaOr71m1cy//iCxv6LCfYl/Hrzfn+x3mYYd0cn3zGvQ+t0+581/pvGdI+Z09ai1ctPz8bQ/3A/4XvY14nny2j58X7Jaj1yn3M1+GcX/AI+b+h1Zai1cpvz5bRP14vCMVqvPhtHz4/2a09ch3H9M4vrDzf0Orqi/ObypGEgZ7/nG8mMfrHe1upRr6K54/LdtH9In7Naj/KTnAxWJYNM4YgWXyQAvcB19ZrGeMjbS9yzhfwzWVROq45VvZ79thcrCRyzSsrMSS7AnyjxLA3Fzx4Us+bENlxF7MPImSzL2G40cf5qi0nKNiLMkRPnZWDelXAPiK84OUMigqLZTvWxIPba+h7RY1UVRHs4wsrE6xMm6LEWOg6OddTl+qb/2id+o147t1ilS0bTJGgs0chY6jW/RsozEaC66fVqDR8ppAhQqjLvFw3kHiykMLE8RuPEV5pt9rWKod9r59L77WkAHorP0sTKxLJTCRcyS57/TyhkPdd1kHfetmxxIF5GdQNCwII6xYkn/ADdelR3G8r5HUKY4LAWFo7EeIN/GmVsa1yd1+HD13rVVqZtiUiQ7T20ovbUn0W4a/dUYmkJNzWHa9a1pSJCiiipBkCsVm9F6A98NFc2+PCpLslNw7KjYxZvew9fvpWu23BvZfQf3qxaZJL1Q9h+/wr2X4ud1RIcp5OpPQf3qyOVEmuia9jfvVFmQS83o6Jez09e6of8A6TSWtZNew/vULymfzY/Qf3qZQTHJ1fdXmbj41qJDlNJ5qehvZntR/pPJ1IfA/vUyglyseIrXN7fj31FP9KZepPQ371ZHKmTqT0H96mUEme/d276Z8Utjfv3/AB203nlPJ1J6G/epNiNtM28L6D+9U2A7NtnWx3WHpp1mnzAEcQbem1vHjxqDvPc3sKWLtl7Wsu624/cbVNga7YPldvh92nhSCt55i2przogKkFkJPE+kD+PspPetppibdQFgBuFedAZBp65MQ3JO4CmSl2ztptHuCnvv9xFGCcphy31ZOjF8zqmYD0lV7dSKfOT20RB/VSKwJ3HMhJ/XRrix3Z42OU2JuKrnA8q5oyTG2Uk38ksPY2vjS08upWBEiQy9RdCGHc8bI3bYkitkGo+JqqU1UWWSujoPk9yhSSw+i3mnr4gMNCRY6b9Cd2tS3BYiuTIuXE4A0QlToxDZgN4XNnuVB1ANyp3EVIsPzz4tQPIgNuJWS577SirlPFJe8eZxvAJN3o7dG9jqfDzXpUtctRc+2MH9nhvsS/j17p8oDGj+ywv2Jfx63rGU+5yZfhzF8lHzKjooorkn0EKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKA//9k=" width="257px" alt="what is r&#038;d in accounting"/></p>
<p><p>Compared to pursuing a degree, enrolling in an R bootcamp is typically less expensive and can be finished quicker. When you enroll in  bootcamps, you’ll have valuable opportunities to gain hands-on practice while working on projects and building your portfolio, which you can later use to demonstrate your skills to employers. Since bootcamps are intensive, they can help you build your programming skills in a short amount of time. You can find resources online, some of which are free, to help you learn how to program using R. In some cases, online courses will offer a certificate upon completion.</p>
</p>
<p><h2>3.3 Working with data frames ¶</h2>
</p>
<p><a href="https://www.bookstime.com/articles/accounting-for-research-and-development"><img src='data:image/jpg;base64,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' alt='what is r&#038;d in accounting' width='408px'/></a></p>
<p><p>The startup procedure under macOS is very similar to that under UNIX, butR.app does not make use of command-line arguments. You need to ensure that either the environment variables TMPDIR,TMP and TEMP are either unset or one of them points to avalid place to create temporary files and directories. Will produce a file containing PostScript code for a figure five incheshigh, perhaps for inclusion in a  document.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="251px" alt="what is r&#038;d in accounting"/></p>
<p><h2>R programming language features and environment</h2>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="250px" alt="what is r&#038;d in accounting"/></p>
<p><p>This is not the case,however, if the single index is not a vector but itself an array, as wenext discuss. An array can be considered as a multiply subscripted collection of dataentries, for example numeric. R allows simple facilities forcreating and handling arrays, and in particular the special case ofmatrices. The combination of a vector and a labelling factor is an example of whatis sometimes called a ragged array, since the subclass sizes arepossibly irregular.</p>
</p>
<p><div style='text-align:center'><iframe width='563' height='310' src='https://www.youtube.com/embed/9kYUGMg_14s' frameborder='0' alt='what is r&#038;d in accounting' allowfullscreen></iframe></div>
</p>
<p><h2>R Introduction</h2>
</p>
<p><p>A functioning bank account needs to have a balance or total, afunction for making withdrawals, a function for making deposits and afunction for stating the current balance. We achieve this by creatingthe three functions within account and then returning a listcontaining them. The result of the function is a list giving not only the efficiencyfactors as the first component, but also the block and variety canonicalcontrasts, since sometimes these give additional useful qualitativeinformation. It is important to note that defaults may be arbitrary expressions, eveninvolving other arguments to the same function; they are not restrictedto be constants as in our simple example here. The classical R function lsfit() does this job quite well, andmore21.</p>
</p>
<p><h2>2 Constructing and modifying lists ¶</h2>
</p>
<p><p>Namespaces preventthe user’s definition from taking precedence, and breaking everyfunction that tries to transpose a matrix. Each new call to a device driver function opens a new graphics device,thus extending by one the device list. This device becomes the currentdevice, to which graphics output will be sent. R can generate graphics (of varying levels of quality) on almost anytype of display or printing device. Before this can begin, however,R needs to be informed what type of device it is dealing with. The purpose of a devicedriver is to convert graphical instructions from R (“draw a line,”for example) into a form that the particular device can understand.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="258px" alt="what is r&#038;d in accounting"/></p>
<ul>
<li>It has developed rapidly, and has been extended by alarge collection of packages.</li>
<li>0 meansleft justify, 1 means right justify and 0.5 means tocenter horizontally about the plotting position.</li>
<li>Looping functions are also popular in the R programming environment.</li>
<li>For example, the definition in the examplebelow alters the prompt to $ and sets up various other usefulthings that can then be taken for granted in the rest of the session.</li>
<li>Similarly a pairof factors defines a two way cross classification, and so on.The function table() allows frequency tables to be calculatedfrom equal length factors.</li>
<li>Sets up a list Lst of m components using object_1,…, object_m for the components and giving them names asspecified by the argument names, (which can be freely chosen).</li>
<li>R initially differed from S as it added lexical scoping semantics on top of the existing S functionalities.</li>
</ul>
<p><p>The data frame supplied must have variables specified with the samelabels as the original. The value is a vector or matrix of predictedvalues corresponding to the determining variable values indata.frame. The <a href="https://www.facebook.com/BooksTimeInc/posts/pfbid025Y3jFrrSb52wMm3YejSMSquaPEVXBcexH3fcWHLHwSe9uGsaxBZYavmqCXBdtPJcl">Coffee Shop Accounting</a> first has an implicit intercept term, and the second anexplicit one. The class of an object determines how it will be treated by what areknown as generic functions.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpg;base64,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" width="255px" alt="what is r&#038;d in accounting"/></p>
<p><h2>5 Basic Features of R</h2>
</p>
<ul>
<li>This is an introduction to R (“GNU S”), a language and environment forstatistical computing and graphics.</li>
<li>However, there have been a number ofadvancements to deal with this, both in the R core and also in anumber of packages developed by contributors.</li>
<li>Smowltech was created in 2012 to improve the quality of online evaluations, thanks to our SMOWL proctoring solution, which generates evidence for correct decision-making at the time of examination.</li>
<li>Another key advantage that R has over many other statistical packages(even today) is its sophisticated graphics capabilities.</li>
<li>The names of the standard, supplied family generators are given under“Family Name” in the table in Families.</li>
<li>This alternative is the older, low-level way to perform least squarescalculations.</li>
</ul>
<p><p>R is available as a command-line interface environment at CRAN project (standing for Comprehensive R Archive Network). However, as a beginner you will learn faster with the help of an IDE, of which there are quite a few for R. The primary R system is available from the Comprehensive R ArchiveNetwork, also known as CRAN. CRAN alsohosts many add-on packages that can be used to extend thefunctionality of R. In the early days, a key feature of R was that its syntax is verysimilar to S, making it easy for S-PLUS users to switch over. Whilethe R’s syntax is nearly identical to that of S’s, R’s semantics,while superficially similar to S, are quite <a href="https://twitter.com/QuickBooks">QuickBooks</a> different.</p></p>
<p>The post <a href="https://usa.dailydealsfactory.com/2-history-and-overview-of-r-r-programming-for-data/">2 History and Overview of R R Programming for Data Science</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://usa.dailydealsfactory.com/2-history-and-overview-of-r-r-programming-for-data/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>How to Value a Tech Company and Account for Future Growth</title>
		<link>https://usa.dailydealsfactory.com/how-to-value-a-tech-company-and-account-for-future/</link>
					<comments>https://usa.dailydealsfactory.com/how-to-value-a-tech-company-and-account-for-future/#respond</comments>
		
		<dc:creator><![CDATA[Monica]]></dc:creator>
		<pubDate>Thu, 05 Sep 2024 11:24:58 +0000</pubDate>
				<category><![CDATA[Bookkeeping]]></category>
		<guid isPermaLink="false">https://usa.dailydealsfactory.com/?p=146643</guid>

					<description><![CDATA[<p>Instead of doing the same calculation twenty times, you look up a factor once and multiply. Present value tables make this process way easier, especially when modeling multiple interest rate scenarios. Same as above, but the payments occur at the beginning of each period, not the end. MultiplyMultiply your future cash amount by the factor...</p>
<p>The post <a href="https://usa.dailydealsfactory.com/how-to-value-a-tech-company-and-account-for-future/">How to Value a Tech Company and Account for Future Growth</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>Instead of doing the same calculation twenty times, you look up a factor once and multiply. Present value tables make this process way easier, especially when modeling multiple interest rate scenarios. Same as above, but the payments occur at the beginning of each period, not the end. MultiplyMultiply your future cash amount by the factor to get its present value. It crunches time, interest, and future cash into something you can use right now.</p>
<h2>Present Value Factor Analysis</h2>
<p>It helps you find the total value of those future payments in today’s dollars. This table is used when you&#8217;re receiving equal payments at the end of each period (like many bonds or rental payments). The value of those future lease payments are discounted to the present value using a PV table (or a PV formula, but the table speeds things up). If you’re trying to make smart and future-facing money decisions, chances are this table belongs on your desk (or spreadsheet). This table is for recurring payments – like rent, loan repayments, or annual dividends – spread evenly over time.</p>
<ul>
<li>Because you’re getting cash earlier, the values will always be slightly higher than the ordinary annuity table.</li>
<li>First, identify whether your annuity is ordinary (payments at the end of each period) or due (payments at the beginning).</li>
<li>This is especially the case when interest rates are high, since this drives down the net present value of the project.</li>
<li>Excel has built-in functions for PVIF calculation, which eliminates the possibility of errors.</li>
</ul>
<h2>How to Value a Hotel (Beyond Just Real Estate)</h2>
<p>By calculating the present value of future cash flows, you can determine whether an investment opportunity is worth pursuing. The PVIF formula and calculation is a crucial component of understanding the time value of money. PVIF stands for present value interest factor, and it is calculated by dividing the present value by the future value at a given interest rate. The PVIF formula is essential in determining the value of future cash flows in today&#8217;s dollars, which is critical in making financial decisions. When it comes to financial analysis, one of the most important calculations is the Present Value Interest Factor (PVIF).</p>
<h2>How to Use PVIF Tables for Quick Calculation?</h2>
<p>We analyze these factors, highlight their impact, and translate them into a clear picture of what the company is really worth. This makes tech valuations more speculative, driven by potential rather than existing financial performance or tangible assets. I’ve spent much of my career working as a corporate transactional lawyer at Gunderson Dettmer, becoming an expert in tax law &amp; venture financing. Since starting Eton, I’ve completed thousands of business valuations for companies of all sizes. Same deal as an ordinary annuity, but payments come at the beginning of each period (like lease payments or insurance premiums).</p>
<div style='text-align:center'><iframe width='565' height='319' src='https://www.youtube.com/embed/CO8LDV2sO6M' frameborder='0' alt='how to calculate pv factor' allowfullscreen></iframe></div>
<p>The present value factor&nbsp;table contains a combination of interest rates and different time periods. The PVIF calculation is a useful tool for calculating the present value of future cash flows. However, it has its limitations, and investors should be aware of these limitations before using the formula to make investment decisions.</p>
<p>The positive NPV of $3,310,403 signals that the investment is expected to generate a return above the required 8% discount rate. This case demonstrates how the Present Value Factor is a foundational concept in real estate investment analysis. The Present Value Factor is based on the concept of the time value of money, which states that a dollar received today is more valuable than a dollar received in the future. The reason being the value of money appreciates over time provided the interest rates remain above zero. When using this present value formula is important that your time period, interest rate, and compounding frequency are all in the same time unit. Strong user growth, a large market, and scalable operations indicate whether a company has the foundation to turn that potential into profitability, even if it isn’t earning money yet.</p>
<p>The present value factor is the factor that is used to indicate the present value of cash to be received in the future and is based on the time value of money. This PV factor is a number that is always less than one and is calculated by one divided by one plus the rate of interest to the power, i.e., the number of periods over which payments are to be made. Each method translates a tech company’s potential – its user growth, intellectual property, scalability, and market size – into measurable financial figures. When you take out a home mortgage, you borrow a lump sum of money from a lender.</p>
<p>The discount rate used in the calculations is the opportunity cost of using the fund for some other purpose. Since tech valuations focus on the future, these methods capture expected revenue, profitability, and long-term growth through market multiples, projected cash flows, and expected exit values. The present value interest factor (PVIF) is a useful tool to determine the value of future cash flows in today&#8217;s dollars. In this section, we will explore some examples of how PVIF is used in real life scenarios.</p>
<p>These are often baked into the other tables but can be handy on their own for quick math. Let’s say the discount rate changes, or you want to test multiple what-if scenarios. As handy as present value tables are, they do have their quirks – especially in a world where financial models are getting more complex and fast-paced.</p>
<p>Understanding and accounting for these factors ensures you’re evaluating a tech company with the right perspective – one that captures both its risks and its potential. Valuing a tech company means looking beyond what it earns today and focusing on what it could earn in the future. This means that growth potential, competitive advantage, and market position all play a role in shaping its value. A company with a fast-growing user base, strong intellectual property, and the ability to scale efficiently is far more attractive than one struggling with high churn or limited market reach.</p>
<ul>
<li>It crunches time, interest, and future cash into something you can use right now.</li>
<li>Each cell in the table represents the present value of a future sum of money based on the intersection of the corresponding interest rate and time period.</li>
<li>We strive to empower readers with the most factual and reliable climate finance information possible to help them make informed decisions.</li>
<li>The PV factor is a crucial component in various financial calculations, such as determining the value of an investment, loan, or annuity.</li>
<li>For example, if you are saving for retirement, you have a long time horizon, and therefore, you can afford to take more risks and invest in higher-risk assets like stocks.</li>
<li>PV tables are used to provide a solution for the part of the present value formula shown in red, this is sometimes referred to as the present value factor.</li>
</ul>
<h2>Incorrect interest rate:</h2>
<p>Let’s look at how each method works, when to use it, and what it reveals about your company’s true value. Suppose you are considering investing in a bond that pays $1,000 at the end of 5 years, with an annual interest rate of 5%. You can use the PV function to calculate the present value of this investment to determine if it is a good opportunity.</p>
<p>If the stock is selling for $50 per share, the PVIF would be 3.791, meaning the present value of the future cash flows is $37.91 per share. This calculation can help you determine whether the stock is a good investment opportunity. One of the most common methods of calculating PVIF is by using the PVIF formula. This formula is used to calculate the present value of future cash flows, taking into account the interest rate and the number of periods. Thus, it is used to calculate the present value of a series of future cash flows, which is the value of a given amount of money today.</p>
<p>While the PVIF calculation can be performed manually, it is often easier to use a calculator or spreadsheet. There are many online calculators available, and spreadsheets like Microsoft Excel have built-in functions that can perform the calculation for you. Chartered accountant Michael Brown is the founder and CEO of Double Entry Bookkeeping. He has worked as an accountant and consultant for more than 25 years and has built financial models for all types of industries. He has been the CFO or controller of both small and medium sized companies and has run small businesses of his own. He has been a manager and an auditor with Deloitte, a big 4 accountancy firm, and holds a degree from Loughborough University.</p>
<h2>Moving Beyond the Table with Wisesheets</h2>
<p>Thus, it shows us that the fund received now is worth higher than the fund that will be received in future because it is possible to invest it some current source of investment. In conclusion, understanding how to calculate PV factor in Excel is crucial for accurate financial analysis. By knowing how to use this function, you can make informed decisions regarding investments, loans, and other financial matters. We encourage you to practice using Excel functions to improve your financial analysis skills and become more proficient in utilizing this powerful tool. Mastering the PVIF calculation is essential for anyone in the finance industry.</p>
<h2>Alternative Formula</h2>
<p>Every investment, every loan, every retirement plan, every business forecast – they’re all bets placed on the value of tomorrow’s money. A small mistake in your calculations can have a significant impact on your final <a href="https://www.business-accounting.net/present-value-factor-formula/">how to calculate pv factor</a> result. It is crucial to double-check your work and ensure that you are using the correct inputs. The PVIF calculation may seem complex at first, but once you understand the formula and how to use it, it becomes straightforward. Our step-by-step guide breaks down the process into easy-to-understand steps, making it accessible to anyone.</p>
<div style='text-align:center'><iframe width='562' height='315' src='https://www.youtube.com/embed/EN9tz9huQXE' frameborder='0' alt='how to calculate pv factor' allowfullscreen></iframe></div>
<p>The post <a href="https://usa.dailydealsfactory.com/how-to-value-a-tech-company-and-account-for-future/">How to Value a Tech Company and Account for Future Growth</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://usa.dailydealsfactory.com/how-to-value-a-tech-company-and-account-for-future/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Compare and Conquer: 12 Types of Benchmarking for Measuring Success</title>
		<link>https://usa.dailydealsfactory.com/compare-and-conquer-12-types-of-benchmarking-for/</link>
					<comments>https://usa.dailydealsfactory.com/compare-and-conquer-12-types-of-benchmarking-for/#respond</comments>
		
		<dc:creator><![CDATA[Monica]]></dc:creator>
		<pubDate>Fri, 02 Aug 2024 13:13:54 +0000</pubDate>
				<category><![CDATA[Bookkeeping]]></category>
		<guid isPermaLink="false">https://usa.dailydealsfactory.com/?p=148538</guid>

					<description><![CDATA[<p>A high vehicle capacity utilization directly translates to the reduction in the number of required trips to fulfill deliveries. With fewer trips needed to transport goods, businesses can achieve greater delivery efficiency, streamline operations, and minimize the impact on the environment. This streamlined approach contributes to cost savings and a more sustainable delivery process. Understanding...</p>
<p>The post <a href="https://usa.dailydealsfactory.com/compare-and-conquer-12-types-of-benchmarking-for/">Compare and Conquer: 12 Types of Benchmarking for Measuring Success</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><img decoding="async" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.bookstime.com/wp-content/uploads/2019/09/tax-planning-1800-28-mar-2017.jpeg.jpg" width="258px" alt="what benchmarks or metrics will you use to measure budget performance?"/></p>
<p>A high vehicle capacity utilization directly translates to the reduction in the number of required trips to fulfill deliveries. With fewer trips needed to transport goods, businesses can achieve greater delivery efficiency, streamline operations, and minimize the impact on the environment. This streamlined approach contributes to cost savings and a more sustainable delivery process. Understanding delivery costs is essential for optimizing resources and improving overall profitability. Measuring delivery performance metrics such as average cost per delivery allows businesses to pinpoint areas where expenses can be minimized.</p>
<div style='text-align:center'><iframe width='564' height='318' src='https://www.youtube.com/embed/bjLIA1vSqGs' frameborder='0' alt='what benchmarks or metrics will you use to measure budget performance?' allowfullscreen></iframe></div>
<h2>The State of Influencer Marketing 2025: Benchmark Report</h2>
<p>Use these reviews to fine-tune your budget allocations, revise targets, and reallocate resources as needed. Taking steps to optimize working capital, such as reducing inventory levels or negotiating better payment terms with suppliers, can free up cash for other business needs. Effective working capital management enhances financial flexibility and enables companies to seize new opportunities. A high CSAT score relative to competitors suggests effective customer service and product quality.</p>
<ul>
<li>Comparing actual vs. budgeted expenses is a fundamental aspect of measuring budgeting performance.</li>
<li>You can use benchmarking to increase your Google ranking for competitive keywords.</li>
<li>For example, if your digital marketing campaign costs $1,000 and generates $3,000 in revenue, the ROI would be 200 percent.</li>
<li>You need to specify what each budget metric and KPI means, how it is calculated, what data sources are used, what targets are set, and how it is reported and reviewed.</li>
<li>By analyzing these two figures, businesses can gain valuable insights into their financial management and identify areas of improvement.</li>
</ul>
<h2>Implementing Key Metrics for Measuring Budgeting Performance</h2>
<p>But it’s important to note that every metrics or business <a href="https://www.linkedin.com/posts/bookstime_partnership-accounting-is-the-backbone-of-activity-7278055712193183744-u3xE/">Partnership Accounting</a> activity is not a good KPI. Especially because some of these metrics are “vanity metrics” and not a core indicator in how your business is performing. The most important web performance metrics to track are Largest Contentful Paint, Interaction to Next Paint, and Cumulative Layout Shift. We recommend, however, also monitoring a combination of metrics we mentioned earlier that best fit your case. A shorter session duration might indicate that users are not finding what they’re looking for or losing interest quickly, which can point to content relevance, usability, or page performance issues. To identify potential on-page problems, consider launching usability research and A/B testing on your website.</p>
<h2>KPI Type #2: Progress Measures</h2>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.bookstime.com/wp-content/uploads/2021/06/5e6d0332-818e-4413-ad28-6bf349c78607.jpg" width="251px" alt="what benchmarks or metrics will you use to measure budget performance?"/></p>
<p>Monitoring cash flow management provides a clear picture of the company&#8217;s liquidity and ability to meet financial obligations. Overall financial health assessment enables businesses to make informed decisions and take necessary actions to improve budgeting performance. Root cause analysis is a method of finding out the underlying causes and factors of your budget discrepancies. It helps you understand why the variances and deviations occurred, and what effects they have on your budget performance. Align your budget metrics and KPIs with your strategic goals and vision. Your budget metrics and KPIs should be relevant and meaningful to your organization&#8217;s mission and vision.</p>
<ul>
<li>Budget variance is the difference between the actual amount spent or earned and the budgeted amount for a given period.</li>
<li>It is calculated by dividing the earned value (EV) by the planned value (PV) of your project.</li>
<li>If your brand sells products online via an ecommerce store, it’s important to expand your digital marketing audit to include online shopping benchmarks and best practices.</li>
<li><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f449.png" alt="👉" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Numerical benchmarks are best used as a guideline for process efficiency, financial performance or returns on specific process investments.</li>
<li>They tell you whether you’re making progress, and ultimately, we want to make progress against our strategy.</li>
</ul>
<ul>
<li>For managers, these metrics and KPIs should be made available internally and distributed on a weekly or monthly basis in the form of email updates, dashboards, or reports.</li>
<li>There are several ways to conduct data collection, with some of the most popular ones being surveys, interviews, and competitor research, but this will largely depend on what you’re benchmarking.</li>
<li>This means that the action plans should have a clear budget and resource allocation that matches the expected costs and benefits.</li>
<li>When comparing your online data to digital benchmarks, you need to look at the most important key performance indicators (KPIs) across critical marketing channels like your website, social media, and others.</li>
</ul>
<p>Expense management is a vital component of budget performance analysis. By controlling costs and identifying savings opportunities, you can improve your financial health and performance. However, you should also be mindful of the potential challenges and pitfalls that can affect your expense management, and take proactive measures to overcome them.</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.bookstime.com/wp-content/uploads/2020/10/www.usnews.com-min-300x200.jpg" width="256px" alt="what benchmarks or metrics will you use to measure budget performance?"/></p>
<p>They provide insight into the efficiency of processes and <a href="https://www.bookstime.com/articles/what-is-a-performance-budget">performance budget</a> workflows across the entire business. Operational efficiency refers to a company’s ability to build products, bring   them to market, and serve customers in a way that is sustainable. Companies that focus on operational efficiency drive growth without over-extending their budgets.</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.bookstime.com/wp-content/uploads/2020/11/96251863-57a250083df78c327615ea44-300x200.jpg" width="250px" alt="what benchmarks or metrics will you use to measure budget performance?"/></p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.bookstime.com/wp-content/uploads/2020/02/shutterstock_180366149-min-300x200.jpg" width="252px" alt="what benchmarks or metrics will you use to measure budget performance?"/></p>
<p>Adopting new technology has become increasingly urgent, and it is obviously critical for businesses to remain competitive. If your average sales cycle occurs on a monthly or annual basis, you can substitute MRR or ARR. In the realm of corporate finance, the allocation of <a href="https://www.google.com/search?q=bookkeeping">bookkeeping</a> funds to investment projects is a pivotal&#8230; In the digital tapestry where every pixel tells a tale, User-Generated Content&#8230; All programs require the completion of a brief online enrollment form before payment.</p>
<p>The post <a href="https://usa.dailydealsfactory.com/compare-and-conquer-12-types-of-benchmarking-for/">Compare and Conquer: 12 Types of Benchmarking for Measuring Success</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://usa.dailydealsfactory.com/compare-and-conquer-12-types-of-benchmarking-for/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Battle Of The Assets: Which Asset Class Delivers The Best Long-Term Returns?</title>
		<link>https://usa.dailydealsfactory.com/battle-of-the-assets-which-asset-class-delivers/</link>
					<comments>https://usa.dailydealsfactory.com/battle-of-the-assets-which-asset-class-delivers/#respond</comments>
		
		<dc:creator><![CDATA[Monica]]></dc:creator>
		<pubDate>Wed, 07 Feb 2024 17:10:12 +0000</pubDate>
				<category><![CDATA[Bookkeeping]]></category>
		<guid isPermaLink="false">https://usa.dailydealsfactory.com/?p=146907</guid>

					<description><![CDATA[<p>Liquidity for&#160;companies typically refers to a company’s ability to use its current assets to meet its&#160;current or short-term liabilities. A company is also measured by the amount of cash it generates above and beyond its liabilities. With less interest, any shift in prices is exasperated as participants have to cross wider spreads, which in turn...</p>
<p>The post <a href="https://usa.dailydealsfactory.com/battle-of-the-assets-which-asset-class-delivers/">Battle Of The Assets: Which Asset Class Delivers The Best Long-Term Returns?</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>Liquidity for&nbsp;companies typically refers to a company’s ability to use its current assets to meet its&nbsp;current or short-term liabilities. A company is also measured by the amount of cash it generates above and beyond its liabilities. With less interest, any shift in prices is exasperated as participants have to cross wider spreads, which in turn shifts prices further. Good examples are lightly traded commodity markets such as grains, corn, and wheat futures. The shares of companies that are traded on major stock exchanges tend to be highly liquid.</p>
<h2>Table of Contents</h2>
<p>It is particularly useful for businesses with high-value depreciating assets. Managing a diversified portfolio, especially with alternative investments, can increase transaction fees and administrative complexity. These costs must be weighed against the benefits to prevent them from reducing your overall returns. Stocks and bonds, historically negatively correlated, may align during rising inflation or extreme market stress.</p>
<p>Regular contributions help accumulate the necessary amount to settle the debt when it becomes due, preventing reliance on additional borrowing. Money is deposited into the sinking fund at regular intervals, such as monthly or annually. This gradual accumulation makes it easier to save the necessary amount without the pressure of a sudden, large payment. To reduce overall portfolio risk, it&#8217;s crucial to include assets with low or negative correlation.</p>
<h2>Latest Market Insights</h2>
<p>Some invest with a huge bias for particular assets without much consideration of overexposure. Cherie is the co-founder of Planner Bee and a Chartered Financial Planner with 13 years of experience. She shares practical strategies to tackle financial pitfalls, based on her experience with thousands of clients with varied financial situations.</p>
<h2>Correlation changes over time</h2>
<ul>
<li>Financial advisors focus on asset class as a way to help investors diversify their portfolios to maximize returns.</li>
<li>The bid-ask spread represents the difference between the highest price buyers are ready to pay for a stock (the bid) and the lowest price sellers will accept (the ask).</li>
<li>In this example, the Apple stock is considered more liquid than the vintage car.</li>
<li>Thus, the company needs to allocate approximately Rs.79,900 annually to its sinking fund account to depreciate the machinery over its useful life.</li>
</ul>
<p>Equity represents the amount of money that would be returned to a company’s shareholders if all its assets were liquidated and all of the company’s debt is paid off. Liquidity in the cryptocurrency market can vary significantly depending on the specific coin or token and the exchange platform. Bitcoin and Ethereum, the two largest cryptocurrencies by market capitalization, are generally considered the most liquid due to their high trading volumes and wide acceptance. Major currency pairs, such as EUR/USD or USD/JPY, typically have higher financial liquidity than less commonly traded pairs or those involving emerging market currencies.</p>
<p>With Angel Investing, you’re basically investing your hard earned money in upcoming private companies with “potential”. If the authorised investing firm that you’re investing with goes bust, your assets are protected as they’re meant to segregate client money and assets. You also have high liquidity with large companies where their shares are traded daily. If the company or investment vehicle is listed, then you’ll have high liquidity.</p>
<p>FSCS applies to funds and has a limit of £50k for investments per person per failed firm. Bonds traded on an exchange are easier to buy and sell compared to those traded through agents or brokers that look to match buyers and sellers. These play an important role in portfolio construction as a stabiliser due to the low risk of investing in bonds.</p>
<p>The risk of certain governments defaulting on their bonds is very unlikely, so they pay out less. Conversely, some companies risk going bust and need to pay investors more to convince them to part with their money. A fixed income fund is one that invests primarily in bonds or other debt securities. It generally pays investors returns on a fixed schedule, typically in the form of fixed interest or dividend payments.</p>
<p>I don’t know about you but I hate the pain that comes with property investing. There is also another important difference – Index funds are generally simpler than ETFs i.e. you can buy them much more easily. There is no reason why you should pay more than 1% of your Assets Under Management (AUM) if you’re passive investing. So as the index that the ETF is tracking shifts, so will the price of the ETF. If equities represent only a small proportion of your overall portfolio (including your home), I’d highly recommend rethinking that.</p>
<h2>Equity outlook: The high cost of global fragmentation for US portfolios</h2>
<p>This can make it more difficult for investors to enter or exit positions without affecting the price. Market liquidity is essential for investors, as it allows them to enter and exit positions easily and reduces the risk of being stuck with an illiquid asset. In an environment where high liquidity is prevalent, algorithms can operate with greater efficiency, executing a high volume of trades in milliseconds.</p>
<div style='text-align:center'><iframe width='567' height='317' src='https://www.youtube.com/embed/8fQexEYo5x4' frameborder='0' alt='what financial liquidity is asset classes pros and cons examples' allowfullscreen></iframe></div>
<h2>Asset classes: The building blocks of an investment portfolio</h2>
<p>Financial advisors view investment vehicles as asset-class categories that are used for diversification purposes. Investors interested in maximizing return often do so by reducing portfolio risk through asset class diversification. If you don’t have enough (or any) money set aside in an emergency fund, take a survey of your assets. If you have a high amount of illiquid assets tying up your money, consider liquidating some of them to finance your emergency fund.</p>
<ul>
<li>This model allows algorithmic traders to consider both market risk and liquidity risk when developing their trading strategies.</li>
<li>Setting aside profits during profitable years allows them to maintain consistent dividend payouts even during leaner periods.</li>
<li>Diversification across asset classes changes this by spreading investments across stocks, bonds, real estate, commodities, or other assets.</li>
<li>Investors mainly separate assets into classes to adequately understand how to diversify their portfolios’ exposure, balancing risk, return, and resilience.</li>
<li>Years ago, as a suddenly widowed mother of two young children, I faced the challenge of providing for my family.</li>
</ul>
<p>First, liquid markets enable buyers and sellers to trade assets close to their desired prices. When volume is low and liquidity dries up, buyers and sellers must consider taking a worse price to close their transactions quickly. Additionally, the more liquid the market, the lower the bid/ask spread since market makers can more efficiently pair buyers and sellers with comparable price points.</p>
<h2>How Does a Sinking Fund Work?</h2>
<p>That peace of mind means the returns are also lower than other asset classes. Future developments in technology and market structures will continue to influence the interplay between liquidity and algorithmic trading. Innovations such as artificial intelligence and machine learning are expected to advance trading algorithms, making them more adaptive and efficient. These advancements may introduce new complexities and risks, requiring market participants to remain vigilant and adapt strategies accordingly. The continuous development and integration of technology into trading practices underscore the importance of staying abreast with these changes to maintain a strategic edge in the market. Investors can swiftly adjust their portfolios to reflect changes in market conditions, personal financial goals, or risk tolerance.</p>
<p>Adapting to these changes requires <a href="https://www.adprun.net/what-financial-liquidity-is-asset-classes-pros/">what financial liquidity is asset classes pros and cons examples</a> you to monitor your portfolio regularly and make use of tools like rolling correlation analyses. The effectiveness of diversification across asset classes depends on how those assets behave relative to one another. Correlation measures the relationship between the price movements of two assets, showing whether they tend to move in the same direction or in opposite directions. Are you aiming for steady income, capital preservation, or long-term growth?</p>
<p>For 2020, the company’s net working capital was $99, so its net working capital position, and, thus, its liquidity position, has improved from 2020 to 2021. If you have outstanding debts, try to negotiate payment terms that are more favorable to you. If you have assets that are not being used, such as unused equipment, vehicles, or property, consider selling them to free up cash. These are agreements between the company and a bank or other financial institution that allows the company to borrow money up to a certain limit. • Non-liquid assets (e.g., real estate, equipment) are better for long-term growth but take time to convert to cash.</p>
<div style='text-align:center'><iframe width='561' height='318' src='https://www.youtube.com/embed/krEQKj3RRfw' frameborder='0' alt='what financial liquidity is asset classes pros and cons examples' allowfullscreen></iframe></div>
<p>The post <a href="https://usa.dailydealsfactory.com/battle-of-the-assets-which-asset-class-delivers/">Battle Of The Assets: Which Asset Class Delivers The Best Long-Term Returns?</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://usa.dailydealsfactory.com/battle-of-the-assets-which-asset-class-delivers/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>How To Create a Business Credit Policy Free Template</title>
		<link>https://usa.dailydealsfactory.com/how-to-create-a-business-credit-policy-free/</link>
					<comments>https://usa.dailydealsfactory.com/how-to-create-a-business-credit-policy-free/#respond</comments>
		
		<dc:creator><![CDATA[Monica]]></dc:creator>
		<pubDate>Fri, 03 Nov 2023 15:47:21 +0000</pubDate>
				<category><![CDATA[Bookkeeping]]></category>
		<guid isPermaLink="false">https://usa.dailydealsfactory.com/?p=146853</guid>

					<description><![CDATA[<p>With its&#160;invoice factoring, payroll funding, and purchase order financing services, Universal Funding provides clients with the working capital needed to grow and support their businesses without taking on new debt. Ranked as one of the nation’s top invoice factoring companies, Universal Funding provides cash flow financing for businesses all across the United States. Flexibility is...</p>
<p>The post <a href="https://usa.dailydealsfactory.com/how-to-create-a-business-credit-policy-free/">How To Create a Business Credit Policy Free Template</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>With its&nbsp;invoice factoring, payroll funding, and purchase order financing services, Universal Funding provides clients with the working capital needed to grow and support their businesses without taking on new debt. Ranked as one of the nation’s top invoice factoring companies, Universal Funding provides cash flow financing for businesses all across the United States. Flexibility is crucial in credit terms to accommodate changing circumstances. Businesses may need to adjust terms based on customer payment history, economic fluctuations, or specific agreements.</p>
<p>Often a business&#8217;s credit terms are dictated by an industry standard, or by its competition. The Tax Court in Stephens held that the precedent established in Union Carbide Corp. did not foreclose CESI and QASI from treating their supplies as qualified research expenses. The IRS contended that each of the taxpayer’s projects failed the business–component test under Secs. 41(d)(1)(B)(ii) and (d)(2)(B) because the taxpayer was inconsistent in its description of the business component to which each project related.</p>
<h2>Customer Relationship Management—The Credit Policy Connection</h2>
<p>By monitoring your accounts receivable and collection performance, you can identify and address any issues or inefficiencies that may affect your cash flow. For example, you can implement more effective collection strategies, such as sending reminders, making phone calls, or hiring a collection agency. You can also write off or settle any uncollectible accounts, or pursue legal action if necessary. When it comes to enforcing credit terms, it is crucial to have a clear understanding of the contractual obligations between the parties involved.</p>
<h2>Collection Strategies</h2>
<p>Conversely, if a buyer consistently pays late, the supplier may revise the credit terms to include stricter penalties. The influence of credit terms on a company’s cash flow cannot be overstated. When businesses extend credit to their customers, they essentially delay the receipt of cash, which can create a gap between the time a sale is made and when the cash is actually received. This gap can significantly impact a company’s liquidity, especially if the credit terms are lengthy or if a large portion of sales is made on credit. For instance, offering Net 90 terms means that the business must wait three months to receive payment, which can strain cash reserves and affect the ability to meet short-term obligations.</p>
<p>Another important aspect of credit term enforcement is compliance with relevant laws and regulations. Businesses must be aware of consumer protection laws, fair debt collection practices, and any industry-specific regulations that govern credit transactions. By adhering to these laws, businesses can avoid legal disputes and potential penalties. Enhances customer relationships by allowing you to offer more competitive credit terms to your customers. This not only helps in increasing sales but also builds stronger, more loyal relationships. If they start defaulting, adjust their credit terms to mitigate risk.</p>
<h2>Collections methods</h2>
<p>J.P. Morgan was granted the license to become the first U.S. bank to be a principal member of Cartes Bancaires CB, France’s leading payments network, in 2024. Providing investment banking solutions, including mergers and acquisitions, capital raising and risk management, for a broad range of corporations, institutions and governments. In addition to reviewing the credit report, use your search engine as a sleuthing tool by simply typing in the name and location.</p>
<h2>Enhancing Cash Flow and Building Customer Relationships</h2>
<p>It is advisable to review existing customers’ creditworthiness and payment history regularly. Suppose a previously reliable customer begins to miss due dates, for example. In that case, it could be a sign that they are struggling financially, so you need to minimize your risk.</p>
<div style='text-align:center'><iframe width='565' height='318' src='https://www.youtube.com/embed/gaM3G1k-4C4' frameborder='0' alt='establishing credit terms for customers' allowfullscreen></iframe></div>
<p>One of the primary components is the credit period, which specifies the duration a customer has to pay the invoice. Commonly, businesses offer terms like Net 30, Net 60, or Net 90, indicating the number of days within which payment is expected. The length of the credit period can influence a company’s cash flow and liquidity, making it a crucial factor to consider. Many businesses try to mitigate this risk by offering incentives encouraging customers to settle their invoices promptly. The shortest credit period is “Net due upon receipt,” which means the invoice must be paid as soon as it has <a href="https://www.adprun.net/establishing-credit-terms-for-customers/">establishing credit terms for customers</a> been received and checked.</p>
<p>Contact the customer as soon as a payment becomes overdue as early communication increases the chances of resolution. Be empathetic but firm, and understand the customer&#8217;s situation while emphasizing the importance of meeting payment deadlines. If there are changes in the credit policy, inform your customers promptly. This keeps them informed and helps maintain a transparent relationship. Businesses create credit policies to protect themselves from potential financial losses.</p>
<p>(This will give you a clearer picture of the overall cost.) Pay particular attention to hidden fees such as setup fees and early termination fees. Choose a pricing model that aligns with your transaction volume and average ticket size. At Allianz Trade, we are strongly committed to fairness for all without discrimination, among our own people and in our many relationships with those outside our business. Before extending credit, ensure your business has sufficient working capital. Delivering excellent customer service throughout the credit process can enhance your relationships. Be responsive to customer inquiries, offer support when needed, and maintain a professional demeanor in all interactions.</p>
<p>A credit policy is a set of guidelines a business uses to set payment terms for its customers. Credit is a very common payment structure for small businesses, especially when conducting&nbsp;business to business (B2B) transactions. In fact, an estimated&nbsp;55%&nbsp;of total B2B sales in the United States are paid using customer credit.</p>
<p>Medical care, manufacturing and construction are examples of goods and services that might be too expensive to pay for in a lump sum payment. If your company’s average order value is large, you should consider flexible payment plans for customers. It’s essential that staff and customers understand the purchase and payment processes. It’s especially important if you run credit checks, require customers to provide proof of employment or show you their bank statements to secure credit. In some fields, Net 30 is the norm while others may expect longer payment periods. Research the standard terms for your industry to remain competitive and evaluate regional practices for consistency.</p>
<ul>
<li>The influence of credit terms on a company’s cash flow cannot be overstated.</li>
<li>Sales integration is the process of aligning your sales activities and strategies with other&#8230;</li>
<li>A strong credit policy is one of the many tools that construction companies use to speed up payment, maintain a positive bank balance, and even take on bigger projects.</li>
<li>Clearly, some balance must be reached between very restrictive and very lenient credit terms.</li>
<li>The IRS continues to focus on auditing research credit claims at the business–component level.</li>
<li>Just like credit card companies limit how much you can spend as part of their credit risk management, so too can small businesses.</li>
</ul>
<h2>Credit Check Every New Customer</h2>
<div style='text-align:center'><iframe width='563' height='319' src='https://www.youtube.com/embed/Yo-jseOR_d0' frameborder='0' alt='establishing credit terms for customers' allowfullscreen></iframe></div>
<p>Creating an effective credit policy takes time, thinking, and effort to develop. A strong credit policy is not only beneficial for your business, but also for your customers. By offering credit to your customers, you can increase their purchasing power and convenience, which can lead to higher sales and repeat purchases. You can also use your credit policy as a competitive advantage and a marketing tool to attract and retain your customers. By having a clear and consistent credit policy, you can communicate your expectations and obligations to your customers and avoid misunderstandings and disputes. You can also use your credit policy to reward your loyal and prompt-paying customers, such as offering them higher credit limits, longer payment periods, lower interest rates, or special discounts.</p>
<ul>
<li>Implementing these strategies allows you to effectively manage both customer relationships and credit risk.</li>
<li>Trust the wrong company to pay its bill, and it’s your business that will face the consequences.</li>
<li>These payments make it easy for customers to pay and improve your company’s cash flow.</li>
</ul>
<p>Decide what your terms, limits, and criteria are for extending credit. Make sure you know what the impact on your cash flow will be if 100% of your customers follow your policy. As you can see from the above, determining B2B credit terms is not an exact science. You must evaluate the credit risk of each customer, and you must factor in the impact that your payment terms will have on your cash flow. The best advice is to consider all the above when determining credit terms for customers, and keep your customer credit terms under constant review.</p>
<p>For example, a company operating in a volatile industry may present higher risks despite having strong financials. Additionally, the length and quality of the business relationship can influence credit decisions. Long-standing customers with a history of timely payments are often granted more favorable credit terms compared to new or less reliable clients. Extending customer credit can be a valuable strategy for small business growth, but it requires careful planning and management. By understanding credit risk, establishing clear policies, and implementing effective credit management practices, you can minimize risk and foster positive customer relationships.</p>
<div style='text-align:center'><iframe width='561' height='311' src='https://www.youtube.com/embed/qC4hDyFme3Y' frameborder='0' alt='establishing credit terms for customers' allowfullscreen></iframe></div>
<p>The post <a href="https://usa.dailydealsfactory.com/how-to-create-a-business-credit-policy-free/">How To Create a Business Credit Policy Free Template</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://usa.dailydealsfactory.com/how-to-create-a-business-credit-policy-free/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>What Is A Retainer Fee for a Lawyer? Retainer Fee Lawyer</title>
		<link>https://usa.dailydealsfactory.com/what-is-a-retainer-fee-for-a-lawyer-retainer-fee/</link>
					<comments>https://usa.dailydealsfactory.com/what-is-a-retainer-fee-for-a-lawyer-retainer-fee/#respond</comments>
		
		<dc:creator><![CDATA[Monica]]></dc:creator>
		<pubDate>Mon, 22 May 2023 16:51:47 +0000</pubDate>
				<category><![CDATA[Bookkeeping]]></category>
		<guid isPermaLink="false">https://usa.dailydealsfactory.com/?p=146045</guid>

					<description><![CDATA[<p>For professionals, especially those charging an hourly rate, it&#8217;s crucial to understand these nuances to ensure appropriate financial and legal management. Overall, a retainer fee establishes trust, commitment, and a mutually beneficial partnership between the two parties. While regulations governing retainer fees differ across states, they mostly revolve around transparency and What is bookkeeping fairness....</p>
<p>The post <a href="https://usa.dailydealsfactory.com/what-is-a-retainer-fee-for-a-lawyer-retainer-fee/">What Is A Retainer Fee for a Lawyer? Retainer Fee Lawyer</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><img decoding="async" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.bookstime.com/wp-content/uploads/2021/08/1qd62fp.jpg" width="252px" alt="retainer fee meaning"/></p>
<p>For professionals, especially those charging an hourly rate, it&#8217;s crucial to understand these nuances to ensure appropriate financial and legal management. Overall, a retainer fee establishes trust, commitment, and a mutually beneficial partnership between the two parties. While regulations governing retainer fees differ across states, they mostly revolve around transparency and <a href="https://www.youtube.com/results?search_query=What+is+bookkeeping ">What is bookkeeping</a> fairness.</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.bookstime.com/wp-content/uploads/2021/08/fc91beaad4.jpg" width="255px" alt="retainer fee meaning"/></p>
<h2>Determine the Amount of Hours to Be Worked</h2>
<p>An experienced attorney will be able to review your fee agreement and help guide you on whether or not your attorney was following the fee agreement. Ultimately, the decision to charge a retainer fee should be based on what makes <a href="https://www.bookstime.com/articles/what-is-a-retainer-fee-and-how-it-works">retainer fee meaning</a> the most sense for you and your client. Negotiating a retainer fee can seem daunting, especially if you’re not used to discussing money matters. However, it’s a crucial part of the process, and with a few tips, you can navigate it with confidence. Once you’ve laid the groundwork, it’s time to decide on the retainer fee amount. This can be one of the most challenging aspects of setting up a retainer fee, but there are several factors you can consider to help guide your decision.</p>
<div style='text-align:center'><iframe width='562' height='318' src='https://www.youtube.com/embed/CTNokI9-Dyk' frameborder='0' alt='retainer fee meaning' allowfullscreen></iframe></div>
<h2>Monthly Payments</h2>
<p>Your agency will closely monitor performance and make adjustments where required, plus they won&#8217;t have to find someone else when a campaign is finished. From here, just follow a few basic guidelines to ensure the project goes off without a hitch. Don’t forget to create a retainer invoice template you can use with each retainer client.</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.bookstime.com/wp-content/uploads/2020/09/Cash-flow-forecast-min-1-300x200.png" width="251px" alt="retainer fee meaning"/></p>
<h2>Understanding Retainer Fees: Meaning, Types, and Examples</h2>
<ul>
<li>Therefore, both parties must sign the retainer agreement before starting the job.</li>
<li>For example, if an attorney has a standard hourly rate of $100, then they may charge a $5,000 initial retainer.</li>
<li>This agreement is useful for both parties as it sets the budget for the project and indicates the amount of work which will be required.</li>
<li>By understanding and effectively negotiating retainer agreements, clients can tailor these arrangements to fit their specific needs and enhance their professional engagements.</li>
<li>This upfront cost, paid to secure services, is a common practice in legal, consulting, and creative fields.</li>
</ul>
<p>Retainer fees are a common form of payment, and <a href="https://www.pinterest.com/pin/1129770256525059495/">Grocery Store Accounting</a> clients should be prepared to pay them when seeking the services of any professional who devotes their time to work for them. This article will help you understand what retainer fees are along with the different types, why they&#8217;re used, and how to determine your own. Funds are drawn incrementally as services are delivered, ensuring client protection and professional accountability. This structure creates transparency, as unused funds can be refunded based on agreed terms.</p>
<ul>
<li>A retainer fee is a prepayment clients make to secure professional services for a defined period.</li>
<li>In contrast, an earned retainer fee is money paid by a client that the professional or agency can access immediately because it&#8217;s considered earned upon receipt.</li>
<li>This section should be as detailed as possible, specifying tasks, deliverables, and any limitations.</li>
<li>All these aspects should be clearly defined to avoid misunderstandings and disputes.</li>
</ul>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.bookstime.com/wp-content/uploads/2021/03/d90d29cf-802a-4cb0-9e21-7e2c818f01ff-300x200.jpg" width="252px" alt="retainer fee meaning"/></p>
<p>Start by including the names and details (company name, registered address) of the parties involved — the agency and the client. First, ensure you and the client are on the same page about the project goals and timeline. Of course, starting with such an agreement is not always easy, but if you know your clients and they trust you, it&#8217;s worth a shot. Let’s look at the most common types and find out which suits your firm or agency the best.</p>
<ul>
<li>As the company started two new websites recently, the service provider took 45 days to complete the task.</li>
<li>Research competitors offering similar services within your niche, considering experience levels, skill sets, and service quality.</li>
<li>While retainer fees offer several benefits, there are potential pitfalls to be wary of.</li>
<li>We’ll show you exactly what to include in a retainer agreement, in the next section.</li>
<li>It also ensures the professional will be paid for the work they must schedule.</li>
</ul>
<p>They also provide visibility into a client&#8217;s budget, helping you adjust services as needed. For example, a PE firm  might agree to pay an intermediary only if a particular investment successfully closes.  Avoid undervaluing your work by pricing far below competitors, as it may harm your credibility. Likewise, ensure you’re not overpricing without demonstrating additional value like premium services, faster delivery, or unique skills.</p>
<p>The post <a href="https://usa.dailydealsfactory.com/what-is-a-retainer-fee-for-a-lawyer-retainer-fee/">What Is A Retainer Fee for a Lawyer? Retainer Fee Lawyer</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://usa.dailydealsfactory.com/what-is-a-retainer-fee-for-a-lawyer-retainer-fee/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Amortization of Bond Discount: Definition, Calculation, and Formula</title>
		<link>https://usa.dailydealsfactory.com/amortization-of-bond-discount-definition/</link>
					<comments>https://usa.dailydealsfactory.com/amortization-of-bond-discount-definition/#respond</comments>
		
		<dc:creator><![CDATA[Monica]]></dc:creator>
		<pubDate>Fri, 14 Apr 2023 14:04:08 +0000</pubDate>
				<category><![CDATA[Bookkeeping]]></category>
		<guid isPermaLink="false">https://usa.dailydealsfactory.com/?p=146969</guid>

					<description><![CDATA[<p>When bonds are issued at a premium, the cash received exceeds the face value, leading to a premium on bonds payable. The straight-line method amortizes this premium evenly over the bond&#8217;s life, impacting interest expense calculations. Conversely, bonds issued at a discount result in cash received being less than the face value, requiring similar amortization...</p>
<p>The post <a href="https://usa.dailydealsfactory.com/amortization-of-bond-discount-definition/">Amortization of Bond Discount: Definition, Calculation, and Formula</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>When bonds are issued at a premium, the cash received exceeds the face value, leading to a premium on bonds payable. The straight-line method amortizes this premium evenly over the bond&#8217;s life, impacting interest expense calculations. Conversely, bonds issued at a discount result in cash received being less than the face value, requiring similar amortization techniques. Key formulas include cash interest calculations and amortization rates, ensuring accurate financial reporting and adherence to accounting standards. When a corporation is preparing a bond to be issued/sold to investors, it may have to anticipate the interest rate to appear on the face of the bond and in its legal contract.</p>
<p>When bonds are sold at a discount or a premium, the interest rate is adjusted from the face rate to an effective rate that is close to the market rate when the bonds were issued. Therefore, bond discounts or premiums have the effect of increasing or decreasing the interest expense on the bonds over their life. Under these conditions,it is necessary to amortize the discount or premium over the life of the bonds by using either the straight-line method or the effective interest method. Rather than assigning an equal amount of amortization per period, the effective-interest method calculates different amounts to transfer to interest expense each period. Although the company will make regular, equal interest payments each period, it will record different amounts in the interest expense category under the effective-interest method. This method ensures that the discount amortization reflects the market conditions at the time of issuance.</p>
<p>Each period the interest expense (4,249) is the interest paid to the bondholders based on the par value of the bond at the bond rate (4,800) less the premium amortized (551). If the issuer lets the buyer purchase the bond for less than face value, the issuer can document the bond discount like an asset for the entirety of the bond’s life. In this case, the bond holder essentially assumes the same role as a bank lending a 30-year mortgage to a home buyer. Much like the bank receiving regular payments over the life of the mortgage loan, the bond holder receives regular payments of both principal and interest until the bond reaches maturity. Amortized bonds differ from other types of loans and helping clients better understand bond amortization can further strengthen your role as a trusted advisor. Amortization schedules, bonds payable, bond calculation methods, and more.</p>
<p>In our previous blog post, we discussed the Straight-Line Method for Unamortized Bond Discount, which provides a simplified approach to calculating the discount on bonds. Now, let&#8217;s delve deeper into this topic and explore some practical examples that will help solidify our understanding of the concept. As we amortize the premium or discount, the bond’s book value reduces to its par amount by the maturity date.</p>
<p>Let’s assume that the corporation prepares a $100,000 bond with an interest rate of 9%. Just prior to issuing the bond, a financial crisis occurs and the market interest rate for this type of bond increases to 10%. If the corporation goes forward and sells its 9% bond in the 10% market, it will receive less than $100,000. When a bond is sold for less than its face amount, it is said to have been sold at a discount.</p>
<h2>Annual Straight Line vs. Effective Interest Amortization</h2>
<p>So let&#8217;s start with the premium bonds and let&#8217;s discuss this straight line amortization all in detail a little more. So like our similar example before, on <a href="https://www.adprun.net/straight-line-method-of-bond-discount/">straight line method of bond discount</a> January 1, 2018, ABC Company issues $50,000 of 9% bonds maturing in 5 years. So we know this is a premium, first, because the stated rate on the bonds is greater than the market rate.</p>
<ul>
<li>Bond issuers may use sinking funds to buy back issued bonds or parts of bonds prior to the maturity date of the bond.</li>
<li>The discount will increase bond interest expense when we record the semiannual interest payment.</li>
<li>If the corporation goes forward and sells its 9% bond in the 10% market, it will receive less than $100,000.</li>
<li>In this article, we’ll explore what bond amortization means, how to calculate it, and more.</li>
<li>Notice that under both methods of amortization, the book value at the time the bonds were issued ($96,149) moves toward the bond’s maturity value of $100,000.</li>
</ul>
<h2>Discount on Bonds Payable with Straight-Line Amortization</h2>
<p>So our bonds are only paying 9% when the market is paying 10%, they&#8217;re going to sell at a discount, and we can tell it&#8217;s a discount because they&#8217;re issued at 94%, right? So the cash we receive is going to be equal to the 50,000 times 94% which is 0.94. So that&#8217;s the amount of cash we&#8217;re going to receive, but that&#8217;s not the amount we pay back when these mature, right? So we&#8217;re going to debit cash here because we received cash of 47,000 and we&#8217;re going to credit bonds payable.</p>
<p>This method is often seen as more practical for simplicity in accounting but may not accurately reflect market conditions if the bond is called before maturity. To calculate the present value of the semiannual interest payments of $4,500 each, you need to discount the interest payments by the market interest rate for a six-month period. This can be done with computer software, a financial calculator, or a present value of an ordinary annuity (PVOA) table. Under this situation, the company allocates the interest on the bond issued by it equally over the asset&#8217;s life. This interest arises when the company issues the bonds at a discount, but the interest is payable on the face value. So, the company must amortize the bond discount given, i.e., the difference between the face value and the value received over the remaining period of maturity of the bond.</p>
<h2>Discount Bond Amortization</h2>
<p>Being aware of these potential drawbacks allows for more informed decision-making when choosing an amortization method for unamortized bond discounts. The effective interest method, constant yield method, and market interest rate method all offer their own advantages and considerations. Investors and accountants should carefully evaluate these techniques based on the specific characteristics of the bond and the desired level of accuracy in the amortization process. Company XYZ issues a 10-year bond with a face value of $1,000 and a stated interest rate of 5%.</p>
<h2>Bond Principal Payment</h2>
<ul>
<li>Understanding bond discount and its accounting treatment is vital for accurately reflecting the financial position and performance of an entity issuing bonds.</li>
<li>Let&#8217;s consider an example to illustrate the straight-line method for bond discount amortization.</li>
<li>Notice that under both methods of amortization, the book value at the time the bonds were issued ($104,100) moves toward the bond’s maturity value of $100,000.</li>
<li>Since this 9% bond will be sold when the market interest rate is 8%, the corporation will receive more than the bond’s face value.</li>
</ul>
<p>When a bond is issued at a value above or below its par value, a premium or discount is created. In order to account for the bond properly, this premium or discount needs to be amortized over the lifetime of the bond. One of the main financial statements (along with the statement of comprehensive income, balance sheet, statement of cash flows, and statement of stockholders’ equity).</p>
<h2>Amortizing Bond Premium with the Effective Interest Rate Method</h2>
<p>Notice in this case, since we have a discount, we have a debit here and it&#8217;s lowering the value of our liability, where with the premium it was increasing the value of our liability. The cash went up by 47,000, but notice what happens with our liabilities. Well, the discount is going to lower this value by that 3,000 leaving us with 47,000 in our liabilities there. Understanding bond amortization is crucial in accounting, particularly when dealing with discounts and premiums.</p>
<p>Over the life of the bonds the bond issue costs are amortized to interest expense. Next, let’s assume that after the bond had been sold to investors, the market interest rate increased to 10%. The issuing corporation is required to pay only $4,500 of interest every six months as promised in its bond agreement ($100,000 x 9% x 6/12) and the bondholder is required to accept $4,500 every six months.</p>
<p>Under the straight-line method the interest expense remains at a constant annual amount even though the book value of the bond is decreasing. The accounting profession prefers the effective interest rate method, but allows the straight-line method when the amount of bond premium is not significant. The difference between the present value of $67,600 and the single future principal payment of $100,000 is $32,400. This $32,400 return on an investment of $67,600 gives the investor an 8% annual return compounded semiannually. The remaining columns of the PV of 1 Table are headed by interest rates. The interest rate represents the market interest rate for the period of time represented by “n“.</p>
<p>The income statement is also referred to as the profit and loss statement, P&amp;L, statement of income, and the statement of operations. The income statement reports the revenues, gains, expenses, losses, net income and other totals for the period of time shown in the heading of the statement. If a company’s stock is publicly traded, earnings per share must appear on the face of the income statement. The accounting method under which revenues are recognized on the income statement when they are earned (rather than when the cash is received).</p>
<h2>Explanation of Amortization of Bond Discounts</h2>
<div style='text-align:center'><iframe width='569' height='318' src='https://www.youtube.com/embed/qKEU23jaPwg' frameborder='0' alt='straight line method of bond discount' allowfullscreen></iframe></div>
<p>Let’s assume that just prior to selling the bond on January 1, the market interest rate for this bond drops to 8%. Rather than changing the bond’s stated interest rate to 8%, the corporation proceeds to issue the 9% bond on January 1, 2024. Since this 9% bond will be sold when the market interest rate is 8%, the corporation will receive more than the bond’s face value. First, let’s assume that a corporation issued a 9% $100,000 bond when the market interest rate was also 9% and therefore the bond sold for its face value of $100,000.</p>
<div style='text-align:center'><iframe width='568' height='316' src='https://www.youtube.com/embed/TGOinJSwZHE' frameborder='0' alt='straight line method of bond discount' allowfullscreen></iframe></div>
<p>The post <a href="https://usa.dailydealsfactory.com/amortization-of-bond-discount-definition/">Amortization of Bond Discount: Definition, Calculation, and Formula</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://usa.dailydealsfactory.com/amortization-of-bond-discount-definition/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Little Rock, AR CPA firm Accounting and Tax Services</title>
		<link>https://usa.dailydealsfactory.com/little-rock-ar-cpa-firm-accounting-and-tax/</link>
					<comments>https://usa.dailydealsfactory.com/little-rock-ar-cpa-firm-accounting-and-tax/#respond</comments>
		
		<dc:creator><![CDATA[Monica]]></dc:creator>
		<pubDate>Tue, 14 Feb 2023 17:14:43 +0000</pubDate>
				<category><![CDATA[Bookkeeping]]></category>
		<guid isPermaLink="false">https://usa.dailydealsfactory.com/?p=147156</guid>

					<description><![CDATA[<p>Our team comprises seasoned professionals ready to fill every financial role in your organization. Smart and convenient accounting solutions including cloud-based accounting, payroll processing, and QuickBooks support. We provide excellent support through professionalism, responsiveness and quality. At Enterprise Accounting Partners (EAP), we are a collective of experts dedicated to making your business thrive. Our services...</p>
<p>The post <a href="https://usa.dailydealsfactory.com/little-rock-ar-cpa-firm-accounting-and-tax/">Little Rock, AR CPA firm Accounting and Tax Services</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>Our team comprises seasoned professionals ready to fill every financial role in your organization. Smart and convenient accounting solutions including cloud-based accounting, payroll processing, and QuickBooks support. We provide excellent support through professionalism, responsiveness and quality. At Enterprise Accounting Partners (EAP), we are a collective of experts dedicated to making your business thrive. Our services are tailored to your unique needs and priced transparently on a fixed fee basis. This approach ensures you get the highest value without any hidden costs or surprises.</p>
<p>Jacobs &amp; Company CPAs PLLC is a highly experienced Arkansas CPA firm with the insight to uncover financial opportunities and the commitment to see them through. When you become our client, we become the resource you tap into for accurate accounting services, proactive tax planning, and honest financial advice. Our mission is to provide the tools, expertise, and advice necessary for leaders to drive their organizations to new heights of success.</p>
<h2>JSA CPAS, PLLC</h2>
<p>Working with Enterprise Accounting Partners isn’t just about hiring an accounting firm; it’s about forging a partnership that propels your financial growth and stability. Our suite of services is designed not just to meet your needs but exceed your expectations. Comprehensive tax planning strategies and tax preparation services to you save money and IRS resolution to solve tax problems. Our story starts off helping small business owners in the Little Rock area. Ready to streamline your financial management and drive your organization to new heights? Contact Enterprise Accounting Partners today for a consultation, or explore our services in more detail.</p>
<p>You gain a partner dedicated to your financial clarity and organizational growth. Take the first step towards a clear financial future today with trusted, local experts. You may be involved in litigation or have insurance claims which require financial damage calculations – we can assist you. Home-based businesses in Little Rock are required to secure a Home Occupation Accessory Use Permit in addition to the standard business license.</p>
<div style='text-align:center'><iframe width='564' height='316' src='https://www.youtube.com/embed/ngS84WZ-CTk' frameborder='0' alt='little rock accounting services' allowfullscreen></iframe></div>
<h2>New Business Advisory</h2>
<ul>
<li>Our team is well-versed in various cloud-based technologies, enabling us to offer you efficient, streamlined financial management solutions that make the most of today’s technology.</li>
<li>At Enterprise Accounting Partners (EAP), we are a collective of experts dedicated to making your business thrive.</li>
<li>Working with Enterprise Accounting Partners isn’t just about hiring an accounting firm; it’s about forging a partnership that propels your financial growth and stability.</li>
<li>We&#8217;ll help you reduce tax liabilities, cut expenses, and upgrade accounting efficiencies to reveal a business that&#8217;s more profitable and ready to grow.</li>
</ul>
<p>We strive to be your go-to partner for anything accounting-related, ensuring financial data is not just accessible but easy to understand. We offer a broad range of services to help clients secure a sound financial future. Accountant websites designed by Build Your Firm, providers of CPA and accounting marketing services. At Fox Rocket Accounting &amp; Tax, we tailor our services to meet your unique needs. We incorporate professionalism by defining exactly what services we will provide you while keeping the small-town vibe by working with you to help you achieve your financial goals. Whether you need CFO-level consulting, controller oversight, or a full accounting department outsourced, we have you covered.</p>
<ul>
<li>Our team comprises seasoned professionals ready to fill every financial role in your organization.</li>
<li>This leaves you free to focus on what you do best – leading your organization to success.</li>
<li>Our suite of services is designed not just to meet your needs but exceed your expectations.</li>
<li>Contact Enterprise Accounting Partners today for a consultation, or explore our services in more detail.</li>
</ul>
<p>Our team is well-versed in various cloud-based technologies, enabling us to offer you efficient, streamlined financial management solutions that make the most of today’s technology. By handling your financial management, we take the stress of hiring and managing an accounting team off your plate. This leaves you free to focus on what you do best – leading your organization to success. By partnering with us, you gain the assurance of accurate, insightful financial management, allowing you to focus on the growth and success of your organization. At Enterprise Accounting Partners, our vision is to simplify complex accounting processes for your benefit.</p>
<h2>FAIR &amp; COMPANY CPAS PLLC</h2>
<p>Enterprise Accounting Partners offers a comprehensive suite of financial and accounting services, designed to enable your organization to thrive. We focus on providing scalable, customizable solutions that meet each client’s unique needs. Our accounting services powered by Sage Intacct elevate profitability by optimizing financial workflows, providing real-time insights, and ensuring precision in financial management. Through streamlined processes and advanced analytics, we empower your business to make informed decisions, contributing directly to increased efficiency and overall profitability.</p>
<h2>Is It Time for Us to Team Up?</h2>
<p>Established with a commitment to customer satisfaction, Fox Rocket Accounting &amp; Tax has evolved into a trusted name since its inception. When you work with Enterprise Accounting Partners, you’re not just gaining a service provider; you’re gaining a partner committed to your success. With Enterprise Accounting Partners, you get more than an accounting firm.</p>
<p>We are a Little Rock, AR CPA firm providing local businesses and individuals with tax and accounting services. Fox Rocket Accounting &amp; Tax has been proudly serving the local community with quality accounting and tax services. Our dedication to excellence ensures that our clients are always satisfied.</p>
<h2>Tech-Savvy Team with Cloud Expertise</h2>
<p>Start your new business off on the right foot with business plan development, entity selection, and help setting up accounting processes.</p>
<h2>Tailored Expertise Across All Roles</h2>
<div style='text-align:center'><iframe width='563' height='317' src='https://www.youtube.com/embed/2JIkYMZVHPw' frameborder='0' alt='little rock accounting services' allowfullscreen></iframe></div>
<p>We&#8217;ll help you reduce tax liabilities, cut expenses, and upgrade accounting efficiencies to reveal a business that&#8217;s more profitable and ready to grow. From the heart of Little Rock, Enterprise Accounting Partners offers a unique blend of accounting expertise, strategic advice, and innovative financial tools to help you succeed. Stay informed and ready for action with real-time financial data and reports, accessible anytime, anywhere, from any device. Our cutting-edge financial tools ensure you’re never more than a click away from your organization’s financial health.</p>
<p>We believe in the power of accurate financial insights and strategic <a href="https://accounting-services.net/bookkeeping-little-rock/">little rock accounting services</a> guidance to transform businesses and foster growth. We offer the innovations to skillfully manage your money so your business can prosper in the face of fiscal challenges. Through regular communication and involvement in your daily financial functions, we’ll identify the best accounting solutions and tax strategies to improve business performance.</p>
<div style='text-align:center'><iframe width='568' height='314' src='https://www.youtube.com/embed/VbcM--MOB5M' frameborder='0' alt='little rock accounting services' allowfullscreen></iframe></div>
<p>The post <a href="https://usa.dailydealsfactory.com/little-rock-ar-cpa-firm-accounting-and-tax/">Little Rock, AR CPA firm Accounting and Tax Services</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://usa.dailydealsfactory.com/little-rock-ar-cpa-firm-accounting-and-tax/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Contribution Margin Income Statement: A Complete Guide</title>
		<link>https://usa.dailydealsfactory.com/contribution-margin-income-statement-a-complete/</link>
					<comments>https://usa.dailydealsfactory.com/contribution-margin-income-statement-a-complete/#respond</comments>
		
		<dc:creator><![CDATA[Monica]]></dc:creator>
		<pubDate>Fri, 13 Aug 2021 13:51:01 +0000</pubDate>
				<category><![CDATA[Bookkeeping]]></category>
		<guid isPermaLink="false">https://usa.dailydealsfactory.com/?p=147154</guid>

					<description><![CDATA[<p>Contribution margin and regular income statements can be very detailed, requiring an in-depth understanding of the business’s inner workings. An income statement would have a much more detailed breakdown of the variable and fixed expenses. It’s important to note this contribution margin format income statement is a very simplified look at a contribution margin income...</p>
<p>The post <a href="https://usa.dailydealsfactory.com/contribution-margin-income-statement-a-complete/">Contribution Margin Income Statement: A Complete Guide</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><img decoding="async" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.bookstime.com/wp-content/uploads/2020/02/Copy-of-shutterstock_794159299-300x200.jpg" width="255px" alt="contribution margin format income statement"/></p>
<p>Contribution margin and regular income statements can be very detailed, requiring an in-depth understanding of the business’s inner workings. An income statement would have a much more detailed breakdown of the variable and fixed expenses. It’s important to note this <a href="https://www.bookstime.com/articles/contribution-margin-income-statement">contribution margin format income statement</a> is a very simplified look at a contribution margin income statement format. Some other examples of fixed costs are equipment and machinery, salaries that aren’t directly related to the product&#8217;s manufacturing, and fixed administrative costs. The contribution margin and the variable cost can be expressed in the revenue percentage.</p>
<div style='text-align:center'><iframe width='568' height='310' src='https://www.youtube.com/embed/ZMnAWtoYgp8' frameborder='0' alt='contribution margin format income statement' allowfullscreen></iframe></div>
<h2>How do you calculate the contribution margin from EBIT?</h2>
<p>A high contribution margin cushions the fall from unexpected costs and dips in sales. That’s why any business worth its salt will look to improve its margins wherever possible. Quickly surface insights, drive strategic decisions, and help the business stay on track. Keep reading to learn more about operating margins, including how they’re calculated and a few examples.</p>
<ul>
<li>The Net Income is found by subtracting the total fixed costs from the contribution margin.</li>
<li>Imagine you have a lemonade stand; the more lemonade you sell, the more sugar and cups you need.</li>
<li>When you want to determine the proportion of expenses that truly varies directly with revenues, it is useful to create an income statement in the contribution margin format.</li>
<li>By doing this, we see the gross profit margin, which helps businesses decide on pricing and how to manage costs to generate more money.</li>
<li>Contribution is the amount of earnings left over after deducting all direct costs from revenue.</li>
</ul>
<h2>Contribution Margin Income Statements</h2>
<p>It shows the percentage of sales revenue that ends up as profit after all expenses are paid. This includes every cost, from making the product to the company’s rent and advertising. It&#8217;s a critical number because it tells you if the company&#8217;s actually making money or if it&#8217;s losing money.</p>
<h2>How do you calculate the contribution margin ratio?</h2>
<ul>
<li>Quickly surface insights, drive strategic decisions, and help the business stay on track.</li>
<li>Interpreting these numbers requires a nuanced understanding of the business’s operational landscape.</li>
<li>The income statement is your friend when it comes to your business’s revenue and expenses.</li>
<li>Earnings Before Interest and Taxes (EBIT) is the company’s net income before applying taxes and interest rates.</li>
<li>For example, sales may increase so much that an additional production facility must be opened, which will call for the incurrence of additional fixed costs.</li>
<li>By subtracting these variable costs from revenue, you’ll arrive at the contribution margin.</li>
</ul>
<p>For instance, Nike has hundreds of different shoe designs, all with different contribution margins. Putting these into a traditional income statement illustrates the bigger picture of which lines are doing better than others, or if any shoes need to be discontinued. Traditional Income Statement – Breaks down gross profit, operating income, and net income for a comprehensive financial overview. That means 63% of your revenue is available to cover fixed expenses and profit. Interpreting these numbers requires a nuanced understanding of the business’s operational landscape.</p>
<ul>
<li>In three ways, a contribution margin income statement differs from a standard income statement.</li>
<li>After gathering the data you need, the next step is to categorize the expenses.</li>
<li>This holistic approach to financial decision-making helps finance teams align strategies with business objectives, maximizing profitability and driving sustainable growth.</li>
<li>The contribution margin income statement is how you report each product&#8217;s contribution margin—a key part of smart operating expense planning.</li>
<li>From contribution margin figure all fixed expenses are subtracted to obtain net operating income.</li>
</ul>
<p>Learn more about the standards we follow in producing Accurate, Unbiased and Researched Content in our editorial policy. This is especially true if the business is publicly owned, though privately-owned businesses would still have to prepare one. As a business owner or manager, you need to know how much money your business is earning as well as how much money the business is spending. Increase your desired income on your desired schedule by using Taxfyle’s platform to pick up  tax filing, consultation, and bookkeeping jobs. When you’re a Pro, you’re able to pick up tax filing, consultation, and bookkeeping jobs on our platform while maintaining your flexibility. You can connect with a licensed CPA or EA who can file your business tax returns.</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.bookstime.com/wp-content/uploads/2021/08/91bf0b89b0.jpg" width="255px" alt="contribution margin format income statement"/></p>
<h2>Advantages of a Contribution Margin Income Statement</h2>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.bookstime.com/wp-content/uploads/2021/08/e5a3d6c0f1.jpg" width="250px" alt="contribution margin format income statement"/></p>
<p>In all these measures, the goal is to use them as tools for making smart decisions. They&#8217;re all about figuring out not just how much money a company makes, but how it makes that money and what it means for the future. They&#8217;re essential for understanding the health and performance of a business, guiding decision making, <a href="https://www.facebook.com/BooksTimeInc/posts/pfbid0aJv85a5Kr8cuTAmLBNFzWTY1KfXPnQYPWcUxqEcwekrYt9UjZNA1CPQywxFPHikVl">Restaurant Cash Flow Management</a> and planning for growth.</p>
<h2>Calculating Contribution Margin Ratio</h2>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.bookstime.com/wp-content/uploads/2019/09/file-300x191.png" width="252px" alt="contribution margin format income statement"/></p>
<p>You don’t need to spend this money to create the product, but it is still included in the cost of making a sale. Make informed decisions, predict future trends, and <a href="https://www.google.com/search?q=recording+transactions">recording transactions</a> drive your business forward with speed and confidence. Earnings Before Interest, Taxes, Depreciation, and Amortization (EBITDA) digs even deeper by removing the impact of non-cash expenses like depreciation and amortization. This figure marks a decline from the 50-60% profit margins Apple previously enjoyed with many of its past iPhone models. After gathering  the data you need, the next step is to categorize the expenses. This is because it shows the contribution margin which is directly influenced by the level of sales.</p>
<p>The post <a href="https://usa.dailydealsfactory.com/contribution-margin-income-statement-a-complete/">Contribution Margin Income Statement: A Complete Guide</a> appeared first on <a href="https://usa.dailydealsfactory.com">Daily Deals Factory USA</a>.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://usa.dailydealsfactory.com/contribution-margin-income-statement-a-complete/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
	</channel>
</rss>
