9 March 2023 Column references in Qlik Sense Share this message Every Friday at Bitmetric we’re posting a new Qlik certification practice question to our LinkedIn company page. Last Friday we asked the following Qlik Data Architect certification practice question about column references in Qlik Sense. We were actually quite surprised when we encountered this answer and given the fact that the answers are almost spread equally between A and D it seems you are too! The correct answer is A Column references in Qlik Sense The column() function in Qlik references a column in a straight table. Within the parentheses you can specify which column to target, Column(1) being the first column after all dimensions, since these are disregarded. As we can see in the chart above referencing a column does not imply referencing the actual values in the column, but rather the expression used in it. In the reference column the expression is calculated again. That’s why the column gives different results when using the random function. Calculation speed The use of the Column() syntax is mostly one based on quick debugging, doing on the fly validation or summing multiple columns. And in the latter case, does it speed up things? We have tested this on a dataset containing 5 million rows and a variable for margin: SET vMargin = 1 - (Sum(Revenue) / Sum(CostPrice)); With the help of the Qlik Sense Document Analyzer Pro we can see the effect of the calculations in the duration of the load of the following tables: We have ran the analyzer three times. One time with only the column containing the expression $(vMargin), The other time with $(vMargin) and Column(1). The final time with $(vMargin) in both colomns. QSDA Pro is a great tool to analyze sheets and find out metric about the performance and where to improve. In this case the SaaS app [TST] Column (containing the tables pictured above) is loaded and evaluated: Now if we press view, we can get an overview of all statistics of the app. We press the button ‘Sheets’ for the details on a sheet level: It is quite clear that the loading times are quite long. It takes almost eight seconds to load the table with only the variable. But it is more interesting to see what happens with the other two. Using the Column() function to reference the first column is actually the slowest. It takes three to four seconds longer to load the extra column. So be aware you want to calculate totals on a chart with many columns and measures. Using column will calculate all these measures again per column, accumulating to a heavy and slow loading chart. That’s it for this week. See you next Friday? More from the Bitmetric team Bitmetric Qlik Support Keep your Qlik environment running smoothly with proactive support that prevents issues before they appear. Available on flexible monthly plans. Learn more. Qlik vs Power BI Series See how Qlik and Power BI perform when theory meets reality. Three apps rebuilt, every step examined. Learn more. Expressions Friday Qlik Test Prep Performance Qlik Solution How can we help? Whether something’s still unclear or you’re ready to take the next step, Barry and Eric are happy to talk it through. Email us, call us, or book a meeting at a time that works for you. Call us Mail us 6 November 2026 Qlik Cloud overage: who decides how much risk you face? A small error in Qlik Cloud can lead to unexpected overage charges. But how large can that financial risk become? We share our own experience, explain how Data for Analysis overage works, and discuss why customers should be able to decide how much additional capacity they want to allow. We also look at ways to prevent overages and at developments surrounding Usage Bank. Data Analysis Governance Qlik 6 November 2026 Microsoft Fabric and Power BI: The Most Important Updates from October 2026 AI agents that build Power BI reports, independently perform data engineering, and provide increasingly accurate answers to questions about business data. In October, Microsoft once again made significant progress with Fabric and Power BI. But what do these developments mean in practice? We discuss the most important updates and share our experiences and insights. Agentic […] Microsoft Fabric Power BI 4 November 2026 Qlik Cloud Update October 2026: Semantic Models, AI, and Modern Development October brought 24 updates to Qlik Cloud. The introduction of Semantic Models in Data Products stands out in particular. Qlik Code for VS Code, AI-assisted development, and improvements to the Direct Access gateway also deserve attention. Our consultants discuss what these developments mean in practice. Qlik
6 November 2026 Qlik Cloud overage: who decides how much risk you face? A small error in Qlik Cloud can lead to unexpected overage charges. But how large can that financial risk become? We share our own experience, explain how Data for Analysis overage works, and discuss why customers should be able to decide how much additional capacity they want to allow. We also look at ways to prevent overages and at developments surrounding Usage Bank. Data Analysis Governance Qlik
6 November 2026 Microsoft Fabric and Power BI: The Most Important Updates from October 2026 AI agents that build Power BI reports, independently perform data engineering, and provide increasingly accurate answers to questions about business data. In October, Microsoft once again made significant progress with Fabric and Power BI. But what do these developments mean in practice? We discuss the most important updates and share our experiences and insights. Agentic […] Microsoft Fabric Power BI
4 November 2026 Qlik Cloud Update October 2026: Semantic Models, AI, and Modern Development October brought 24 updates to Qlik Cloud. The introduction of Semantic Models in Data Products stands out in particular. Qlik Code for VS Code, AI-assisted development, and improvements to the Direct Access gateway also deserve attention. Our consultants discuss what these developments mean in practice. Qlik