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    <title>topic Time Series Forecasting for Multiple Customers in Qlik AutoML / ML Experiment in Qlik Answers</title>
    <link>https://community.qlik.com/t5/Qlik-Answers/Time-Series-Forecasting-for-Multiple-Customers-in-Qlik-AutoML-ML/m-p/2526189#M403</link>
    <description>&lt;P data-start="228" data-end="246"&gt;Hi,&lt;/P&gt;
&lt;P data-start="248" data-end="546"&gt;I’m working on building a time series forecasting model to predict Gross Profit for the next 18 months (Aug 2025 through Dec 2026), and I’m looking for expert guidance on the best approach within Qlik’s ML environment—especially for handling &lt;STRONG data-start="502" data-end="545"&gt;multiple time series (one per customer)&lt;/STRONG&gt;.&lt;/P&gt;
&lt;H3 data-start="548" data-end="568"&gt;Dataset Details:&lt;/H3&gt;
&lt;UL data-start="569" data-end="834"&gt;
&lt;LI data-start="569" data-end="638"&gt;
&lt;P data-start="571" data-end="638"&gt;Time Range: Jan 2022 – July 2025 (43 months of historical data)&lt;/P&gt;
&lt;/LI&gt;
&lt;LI data-start="639" data-end="713"&gt;
&lt;P data-start="641" data-end="713"&gt;Columns: &lt;CODE data-start="654" data-end="666"&gt;CustomerID&lt;/CODE&gt;, &lt;CODE data-start="668" data-end="673"&gt;EOM&lt;/CODE&gt; (End of Month), &lt;CODE data-start="690" data-end="698"&gt;Amount&lt;/CODE&gt; (Gross Profit)&lt;/P&gt;
&lt;/LI&gt;
&lt;LI data-start="714" data-end="752"&gt;
&lt;P data-start="716" data-end="752"&gt;Scale: 500+ unique &lt;CODE data-start="739" data-end="751"&gt;CustomerID&lt;/CODE&gt;s&lt;/P&gt;
&lt;/LI&gt;
&lt;LI data-start="753" data-end="834"&gt;
&lt;P data-start="755" data-end="834"&gt;Goal: Generate individual forecasts per customer for the next 18 months&lt;/P&gt;
&lt;/LI&gt;
&lt;/UL&gt;
&lt;P&gt;Below is a screenshot of the dataset.&lt;/P&gt;
&lt;P data-start="836" data-end="909"&gt;I’m specifically exploring the &lt;STRONG data-start="867" data-end="886"&gt;"ML Experiment"&lt;/STRONG&gt; feature and wondering:&lt;/P&gt;
&lt;BLOCKQUOTE data-start="911" data-end="1119"&gt;
&lt;P data-start="913" data-end="1119"&gt;Is there a tutorial or example that shows how to structure a time series forecast for multiple entities (like CustomerID)? I’ve reviewed the documentation but haven’t found a clear example of this use case.&lt;/P&gt;
&lt;/BLOCKQUOTE&gt;
&lt;P data-start="1121" data-end="1252"&gt;If you’ve implemented something similar or know of any Qlik-native resources, tutorials, or best practices, I’d love your insights.&lt;/P&gt;
&lt;P data-start="1254" data-end="1272"&gt;Thanks in advance!&lt;/P&gt;</description>
    <pubDate>Mon, 04 Aug 2025 20:11:32 GMT</pubDate>
    <dc:creator>sarak2025</dc:creator>
    <dc:date>2025-08-04T20:11:32Z</dc:date>
    <item>
      <title>Time Series Forecasting for Multiple Customers in Qlik AutoML / ML Experiment</title>
      <link>https://community.qlik.com/t5/Qlik-Answers/Time-Series-Forecasting-for-Multiple-Customers-in-Qlik-AutoML-ML/m-p/2526189#M403</link>
      <description>&lt;P data-start="228" data-end="246"&gt;Hi,&lt;/P&gt;
&lt;P data-start="248" data-end="546"&gt;I’m working on building a time series forecasting model to predict Gross Profit for the next 18 months (Aug 2025 through Dec 2026), and I’m looking for expert guidance on the best approach within Qlik’s ML environment—especially for handling &lt;STRONG data-start="502" data-end="545"&gt;multiple time series (one per customer)&lt;/STRONG&gt;.&lt;/P&gt;
&lt;H3 data-start="548" data-end="568"&gt;Dataset Details:&lt;/H3&gt;
&lt;UL data-start="569" data-end="834"&gt;
&lt;LI data-start="569" data-end="638"&gt;
&lt;P data-start="571" data-end="638"&gt;Time Range: Jan 2022 – July 2025 (43 months of historical data)&lt;/P&gt;
&lt;/LI&gt;
&lt;LI data-start="639" data-end="713"&gt;
&lt;P data-start="641" data-end="713"&gt;Columns: &lt;CODE data-start="654" data-end="666"&gt;CustomerID&lt;/CODE&gt;, &lt;CODE data-start="668" data-end="673"&gt;EOM&lt;/CODE&gt; (End of Month), &lt;CODE data-start="690" data-end="698"&gt;Amount&lt;/CODE&gt; (Gross Profit)&lt;/P&gt;
&lt;/LI&gt;
&lt;LI data-start="714" data-end="752"&gt;
&lt;P data-start="716" data-end="752"&gt;Scale: 500+ unique &lt;CODE data-start="739" data-end="751"&gt;CustomerID&lt;/CODE&gt;s&lt;/P&gt;
&lt;/LI&gt;
&lt;LI data-start="753" data-end="834"&gt;
&lt;P data-start="755" data-end="834"&gt;Goal: Generate individual forecasts per customer for the next 18 months&lt;/P&gt;
&lt;/LI&gt;
&lt;/UL&gt;
&lt;P&gt;Below is a screenshot of the dataset.&lt;/P&gt;
&lt;P data-start="836" data-end="909"&gt;I’m specifically exploring the &lt;STRONG data-start="867" data-end="886"&gt;"ML Experiment"&lt;/STRONG&gt; feature and wondering:&lt;/P&gt;
&lt;BLOCKQUOTE data-start="911" data-end="1119"&gt;
&lt;P data-start="913" data-end="1119"&gt;Is there a tutorial or example that shows how to structure a time series forecast for multiple entities (like CustomerID)? I’ve reviewed the documentation but haven’t found a clear example of this use case.&lt;/P&gt;
&lt;/BLOCKQUOTE&gt;
&lt;P data-start="1121" data-end="1252"&gt;If you’ve implemented something similar or know of any Qlik-native resources, tutorials, or best practices, I’d love your insights.&lt;/P&gt;
&lt;P data-start="1254" data-end="1272"&gt;Thanks in advance!&lt;/P&gt;</description>
      <pubDate>Mon, 04 Aug 2025 20:11:32 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Qlik-Answers/Time-Series-Forecasting-for-Multiple-Customers-in-Qlik-AutoML-ML/m-p/2526189#M403</guid>
      <dc:creator>sarak2025</dc:creator>
      <dc:date>2025-08-04T20:11:32Z</dc:date>
    </item>
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