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hi everyone my name is King Ivy and this is Introduction to ACL benfordamp;#39;s law so in this Workshop Iamp;#39;m going to as you probably know Iamp;#39;m going to be showing you how to perform benfordamp;#39;s law using ACL so what weamp;#39;re going to do here is essentially Iamp;#39;m going to show you highle Theory so basically Benford law says that number numbers with leading digits should occur within a logarithmic distribution uh where lower numbers lower leading digits should occur more often than um higher leading digits so Iamp;#39;m going to show you the math behind it itamp;#39;s pretty simple straightforward so we can go log the number that youamp;#39;re looking at in this case is one so how how often do we expect one to be the leading digit if weamp;#39;re just looking at the first digit Lo minus so minus log of the number and then what youamp;#39;ll see here is that we total it up it adds up to 100% so for example we expect in a population with naturally occ