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    <title>article Benford's law in Member Articles</title>
    <link>https://community.qlik.com/t5/Member-Articles/Benford-s-law/ta-p/1491317</link>
    <description>&lt;P&gt;This article provides an overview of Benford's law.&lt;/P&gt;
&lt;P&gt;For more information about Benford's Law, please visit the link below.&lt;/P&gt;
&lt;P&gt;&lt;SPAN&gt;&lt;EM&gt;&lt;A title="https://en.wikipedia.org/wiki/Benford%27s_law" href="https://en.wikipedia.org/wiki/Benford%27s_law" target="_blank" rel="noopener"&gt;Benford's law - Wikipedia, the free encyclopedia&lt;/A&gt;&lt;/EM&gt;&lt;/SPAN&gt;&lt;/P&gt;
&lt;P&gt;Benford’s Law can often serve as an indicator of fraudulent data and assist in auditing accounting records. It describes the distribution of the first digits in a dataset. For example, a sales figure of $11,292 would be represented by the digit 1.&lt;/P&gt;
&lt;P&gt;&lt;EM&gt;&amp;nbsp;&lt;/EM&gt;&lt;/P&gt;
&lt;P&gt;&lt;IMG style="max-width: 1200px; max-height: 900px;" class="jive-image image-2" border="0" alt="" /&gt;&lt;EM&gt;&lt;IMG style="max-width: 1200px; max-height: 900px;" class="jive-image image-1" src="https://community.qlik.com/legacyfs/online/117071_pastedImage_3.png" border="0" alt="" /&gt;&lt;/EM&gt;&lt;/P&gt;
&lt;P&gt;In the chart above, we can see that the distribution of the digit 1 in the actual data is higher than the distribution predicted by Benford's Law for the digit 1. This indicates that we need to investigate the transactions of the sales figures that start with the digit 1.&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Please refer to the attached application.&lt;/P&gt;
&lt;P&gt;&lt;SPAN&gt;&lt;EM&gt;&amp;nbsp;&lt;/EM&gt;&lt;/SPAN&gt;&lt;/P&gt;
&lt;P&gt;Additionally, please see:&lt;/P&gt;
&lt;P&gt;&lt;SPAN&gt;&lt;EM&gt; &lt;A href="https://community.qlik.com/docs/DOC-16125" target="_blank" rel="noopener"&gt;Bollinger Bands&lt;/A&gt;&lt;BR /&gt;&lt;/EM&gt;&lt;/SPAN&gt;&lt;/P&gt;
&lt;P&gt;&lt;A href="https://community.qlik.com/docs/DOC-16276" target="_blank" rel="noopener"&gt;Control Chart&lt;/A&gt;&lt;/P&gt;</description>
    <pubDate>Wed, 25 Sep 2024 18:28:05 GMT</pubDate>
    <dc:creator>Kushal_Chawda</dc:creator>
    <dc:date>2024-09-25T18:28:05Z</dc:date>
    <item>
      <title>Benford's law</title>
      <link>https://community.qlik.com/t5/Member-Articles/Benford-s-law/ta-p/1491317</link>
      <description>&lt;P&gt;This article provides an overview of Benford's law.&lt;/P&gt;
&lt;P&gt;For more information about Benford's Law, please visit the link below.&lt;/P&gt;
&lt;P&gt;&lt;SPAN&gt;&lt;EM&gt;&lt;A title="https://en.wikipedia.org/wiki/Benford%27s_law" href="https://en.wikipedia.org/wiki/Benford%27s_law" target="_blank" rel="noopener"&gt;Benford's law - Wikipedia, the free encyclopedia&lt;/A&gt;&lt;/EM&gt;&lt;/SPAN&gt;&lt;/P&gt;
&lt;P&gt;Benford’s Law can often serve as an indicator of fraudulent data and assist in auditing accounting records. It describes the distribution of the first digits in a dataset. For example, a sales figure of $11,292 would be represented by the digit 1.&lt;/P&gt;
&lt;P&gt;&lt;EM&gt;&amp;nbsp;&lt;/EM&gt;&lt;/P&gt;
&lt;P&gt;&lt;IMG style="max-width: 1200px; max-height: 900px;" class="jive-image image-2" border="0" alt="" /&gt;&lt;EM&gt;&lt;IMG style="max-width: 1200px; max-height: 900px;" class="jive-image image-1" src="https://community.qlik.com/legacyfs/online/117071_pastedImage_3.png" border="0" alt="" /&gt;&lt;/EM&gt;&lt;/P&gt;
&lt;P&gt;In the chart above, we can see that the distribution of the digit 1 in the actual data is higher than the distribution predicted by Benford's Law for the digit 1. This indicates that we need to investigate the transactions of the sales figures that start with the digit 1.&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Please refer to the attached application.&lt;/P&gt;
&lt;P&gt;&lt;SPAN&gt;&lt;EM&gt;&amp;nbsp;&lt;/EM&gt;&lt;/SPAN&gt;&lt;/P&gt;
&lt;P&gt;Additionally, please see:&lt;/P&gt;
&lt;P&gt;&lt;SPAN&gt;&lt;EM&gt; &lt;A href="https://community.qlik.com/docs/DOC-16125" target="_blank" rel="noopener"&gt;Bollinger Bands&lt;/A&gt;&lt;BR /&gt;&lt;/EM&gt;&lt;/SPAN&gt;&lt;/P&gt;
&lt;P&gt;&lt;A href="https://community.qlik.com/docs/DOC-16276" target="_blank" rel="noopener"&gt;Control Chart&lt;/A&gt;&lt;/P&gt;</description>
      <pubDate>Wed, 25 Sep 2024 18:28:05 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Member-Articles/Benford-s-law/ta-p/1491317</guid>
      <dc:creator>Kushal_Chawda</dc:creator>
      <dc:date>2024-09-25T18:28:05Z</dc:date>
    </item>
    <item>
      <title>Re: Benford's law</title>
      <link>https://community.qlik.com/t5/Member-Articles/Benford-s-law/tac-p/1491318#M1428</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;‌looove benford's law&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Wed, 09 Mar 2016 22:50:04 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Member-Articles/Benford-s-law/tac-p/1491318#M1428</guid>
      <dc:creator>simondachstr</dc:creator>
      <dc:date>2016-03-09T22:50:04Z</dc:date>
    </item>
    <item>
      <title>Re: Benford's law</title>
      <link>https://community.qlik.com/t5/Member-Articles/Benford-s-law/tac-p/1491319#M1429</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Also have a look into group &lt;A href="https://community.qlik.com/group/1099"&gt;Data Quality&lt;/A&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;A href="https://community.qlik.com/message/295430"&gt;Check a data set against Benford's Law&lt;/A&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;IMG alt="Benford´s_Law.png" class="jive-image image-1" src="https://community.qlik.com/legacyfs/online/117618_Benford´s_Law.png" style="height: 423px; width: 620px;" /&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 10 Mar 2016 14:09:58 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Member-Articles/Benford-s-law/tac-p/1491319#M1429</guid>
      <dc:creator>rbecher</dc:creator>
      <dc:date>2016-03-10T14:09:58Z</dc:date>
    </item>
    <item>
      <title>Re: Benford's law</title>
      <link>https://community.qlik.com/t5/Member-Articles/Benford-s-law/tac-p/1491320#M1430</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;&lt;SPAN style="font-size: 13.3333px;"&gt;Thank you for the interesting information.&lt;/SPAN&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 09 Jan 2017 11:42:54 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Member-Articles/Benford-s-law/tac-p/1491320#M1430</guid>
      <dc:creator>ahaahaaha</dc:creator>
      <dc:date>2017-01-09T11:42:54Z</dc:date>
    </item>
    <item>
      <title>Re: Benford's law</title>
      <link>https://community.qlik.com/t5/Member-Articles/Benford-s-law/tac-p/1491321#M1431</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Dear @&lt;A href="https://community.qlik.com/people/rbecher"&gt;rbecher&lt;/A&gt;&lt;SPAN style="color: #a9a9a9; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 11.7px;"&gt; &lt;/SPAN&gt;Sir&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;I am new user to Qlik. I want to apply benford law for my analysis. I have sent request for group content access. will you please approve it so that I can see your benford law example&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Tue, 16 May 2017 07:22:35 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Member-Articles/Benford-s-law/tac-p/1491321#M1431</guid>
      <dc:creator />
      <dc:date>2017-05-16T07:22:35Z</dc:date>
    </item>
    <item>
      <title>Re: Benford's law</title>
      <link>https://community.qlik.com/t5/Member-Articles/Benford-s-law/tac-p/1491322#M1432</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Hi,&lt;/P&gt;&lt;P&gt;How do I open this file? When I try it brings be to a blank sheet&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Thanks&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 19 Feb 2018 15:00:41 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Member-Articles/Benford-s-law/tac-p/1491322#M1432</guid>
      <dc:creator>Anonymous</dc:creator>
      <dc:date>2018-02-19T15:00:41Z</dc:date>
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