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    Data Principles LLC

    How to Choose the Right Chart for Your Use Case 

    By Jeremiah Willett Let’s assume that we have done everything right on our self-service BI journey. We’ve built clean data models and have pristine data…

    Posted on 06/22/2026
    • Analytics
    • Latest Post

    Transform Your BI Journey with Hierarchies 

    By Jeremiah Willett In a previous article that I authored, titled Start Your BI Journey with a Data Model, I wrote about the importance of…

    Posted on 06/22/202606/22/2026
    • Analytics
    • Data Architecture
    • Data Governance
    • Data Modeling
    • Latest Post
    • Sin categoría

    Qlik’s Data Profiler: Catching Data Quality Issues Before They Reach the C-Suite

    By Jeremiah Willett One of the most critical threats to any BI project is poor data quality. Building beautiful dashboards on top of unverified data…

    Posted on 06/22/202606/22/2026
    • Analytics
    • Data Governance
    • Data Quality
    • Latest Post

    Designing Business-Aligned Data Foundations for Advanced Analytics

    By CIO Review In this article, CIO Review explores how organizations can unlock more value from their data by aligning it with business strategy. Many…

    Posted on 04/10/202604/10/2026
    • Analytics

    Data Principles: Architecting Business-Driven Data

    By Pete Stiglich In this feature, in CIOReview, Data Principles: Architecting Business-Driven Data, the spotlight is on how organizations can build stronger, more effective data…

    Posted on 04/10/202604/10/2026
    • Analytics

    Enabling High Quality Analytics through a Data Validity Dimension

    By Pete Stiglich Explains a practical dimensional-modeling pattern for handling imperfect source data without destroying analytical trust. Instead of rejecting records with invalid dates or…

    Posted on 12/26/202501/06/2026
    • Analytics
    • Data Modeling
    • Data Quality

    Performance Benefits of Surrogate Keys in Dimensional Models

    By Pete Stiglich Explains why dimensional warehouses typically use surrogate keys in dimensions instead of relying on natural keys from source systems. Small numeric surrogate…

    Posted on 12/26/202501/06/2026
    • Analytics
    • Data Modeling

    The Holy Grail of Analytics?

    By Pete Stiglich The end goal of analytics is to be able to make data-driven decisions — sooner rather than later. Of course, it is…

    Posted on 12/26/202501/06/2026
    • Analytics
    • Hot Topic

    Empowering Data-Driven Decisions through Effective BI Training

    By Jeremiah Willett Data Principles is a proud partner of Qlik, a leading analytics, data integration, and AI company. Qlik Sense Cloud is designed for self-service…

    Posted on 12/22/202501/06/2026
    • Analytics
    • Editor's Choice

    The Power of Dimension Placeholder Records

    By Pete Stiglich In a dimensional model, how do you handle missing or invalid values in a fact table source record that are used to…

    Posted on 12/22/202501/06/2026
    • Analytics
    • Data Modeling
    • Data Quality
    • Editor's Choice

    Posts pagination

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    Archives

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    • February 2026
    • December 2025
    • November 2025

    Latest Posts

    • How to Choose the Right Chart for Your Use Case 

      How to Choose the Right Chart for Your Use Case 

      Posted on 06/22/2026
    • Transform Your BI Journey with Hierarchies 

      Transform Your BI Journey with Hierarchies 

      Posted on 06/22/202606/22/2026
    • Qlik’s Data Profiler: Catching Data Quality Issues Before They Reach the C-Suite

      Qlik’s Data Profiler: Catching Data Quality Issues Before They Reach the C-Suite

      Posted on 06/22/202606/22/2026
    • Designing Business-Aligned Data Foundations for Advanced Analytics

      Designing Business-Aligned Data Foundations for Advanced Analytics

      Posted on 04/10/202604/10/2026
    • Data Principles: Architecting Business-Driven Data

      Data Principles: Architecting Business-Driven Data

      Posted on 04/10/202604/10/2026

    Recent News Posts

    • Dimensional Data Modeling Fact Qualifier Matrix

      Dimensional Data Modeling Fact Qualifier Matrix

      Posted on 12/26/202501/06/2026
      • Big Data
      • Data Modeling
    • Ignoring Your Customer

      Ignoring Your Customer

      Posted on 12/22/202512/22/2025
      • Big Data
      • Data Architecture
    • Data Architecture – The Differences

      Data Architecture – The Differences

      Posted on 12/22/202501/06/2026
      • Big Data
      • Data Architecture
      • Hot Topic
    • Is the Data Warehouse centralized?

      Is the Data Warehouse centralized?

      Posted on 12/22/202501/06/2026
      • Big Data
      • Data Architecture
      • Data Integration
      • Hot Topic
    • Big Data as an Archival Platform

      Big Data as an Archival Platform

      Posted on 11/05/202512/22/2025
      • Big Data
    • Big Data Security

      Big Data Security

      Posted on 11/05/202512/22/2025
      • Big Data

    Join Our Community

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    EDITOR’S CHOICE

    • Data Governance and Stewardship Organizations

      Data Governance and Stewardship Organizations

      Posted on 12/26/202501/06/2026
    • Empowering Data-Driven Decisions through Effective BI Training

      Empowering Data-Driven Decisions through Effective BI Training

      Posted on 12/22/202501/06/2026
    • The Power of Dimension Placeholder Records

      The Power of Dimension Placeholder Records

      Posted on 12/22/202501/06/2026
    • Normalization of Knowledge

      Normalization of Knowledge

      Posted on 12/22/202501/06/2026
    • Examining and Refuting Some Common Data Governance Myths

      Examining and Refuting Some Common Data Governance Myths

      Posted on 12/22/202501/06/2026

    Latest Posts

    • How to Choose the Right Chart for Your Use Case 

      How to Choose the Right Chart for Your Use Case 

      Posted on 06/22/2026
    • Transform Your BI Journey with Hierarchies 

      Transform Your BI Journey with Hierarchies 

      Posted on 06/22/202606/22/2026
    • Qlik’s Data Profiler: Catching Data Quality Issues Before They Reach the C-Suite

      Qlik’s Data Profiler: Catching Data Quality Issues Before They Reach the C-Suite

      Posted on 06/22/202606/22/2026
    • Qlik’s Extremely Powerful and Easy-to-use Key Driver Analysis capability

      Qlik’s Extremely Powerful and Easy-to-use Key Driver Analysis capability

      Posted on 12/22/202501/06/2026
    • The Ever Evolving LLM

      The Ever Evolving LLM

      Posted on 12/22/202501/06/2026

    Hot Topic

    • The Holy Grail of Analytics?

      The Holy Grail of Analytics?

      Posted on 12/26/202501/06/2026
    • Know your keys!

      Know your keys!

      Posted on 12/22/202501/06/2026
    • Data Architecture – The Differences

      Data Architecture - The Differences

      Posted on 12/22/202501/06/2026
    • Is the Data Warehouse centralized?

      Is the Data Warehouse centralized?

      Posted on 12/22/202501/06/2026
    • The Unfinished Business of Generative AI Governance

      The Unfinished Business of Generative AI Governance

      Posted on 12/22/202501/06/2026

    Data Principles LLC

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    • Data Governance
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