Alteryx Measure Data Quality Workflow | Complete Raw Data Check Tutorial for Beginners

Alteryx Measure Data Quality Workflow | Complete Raw Data Check Tutorial for Beginners Master one of the most powerful Alteryx workflows for data quality analysis in this beginner-friendly 2026 tutorial. Learn how to measure data completeness, identify missing values, calculate non-null percentages, and build a reusable automated data quality check workflow from scratch. This hands-on session walks you through real-world Alteryx tools including Input Data, Transpose, Formula, Summarize, Append Fields, Sort, and Message tools to quickly audit any raw dataset in seconds. Perfect for beginners, data analysts, business analysts, and ETL professionals looking to improve data cleaning, profiling, and workflow automation skills. By the end, you’ll know how to create a reusable quality assurance framework for multiple files and instantly detect incomplete columns before analysis. This workflow is essential for data preparation, reporting accuracy, and faster decision-making in Alteryx Designer. What You’ll Learn: How to use Alteryx Sample Workflows for data quality How to transpose columns into rows for profiling Difference between Null and Empty values Formula tool for null conversion Summarize tool for non-null count Append Fields for total record count Percentage completeness calculation Sorting by data quality score Using Message tool for automated warnings Building a reusable raw data QA workflow Who Should Watch: Alteryx Beginners Data Analysts Business Intelligence Professionals ETL Developers Data Cleaning Professionals Reporting Analysts 00:00 Introduction to Alteryx Data Quality Workflow 00:53 Why Raw Data Quality Check is Critical 01:32 Measure the Quality of Data Sample Workflow Overview 02:11 Understanding Data Completeness Goals 02:59 Expected Output: Non-Null Count by Column 04:19 Input Data Tool for CSV File 05:00 Transpose Tool to Combine Columns 05:38 Formula Tool: Convert Empty Values to Null 07:39 Summarize Tool: Count Non-Null Values 08:58 Create Total Record Count 10:17 Append Fields Tool Explained 11:55 Formula Tool: Calculate Percent Non-Null 13:29 Sort Tool by Data Completeness 14:57 Message Tool for Warning Alerts 17:58 Final Output Review 18:44 Reusable Workflow for Any Raw Data File Alteryx Data Quality Workflow, Alteryx Beginner Tutorial, Measure Data Quality Alteryx, Alteryx Data Cleaning, Alteryx Null Values, Alteryx Formula Tool, Alteryx Summarize Tool, Alteryx Append Fields, Alteryx Message Tool, Alteryx Data Preparation, Alteryx ETL Workflow, Data Quality Check Alteryx, Alteryx Designer Tutorial 2026, Alteryx for Data Analysts, Alteryx Automation Workflow, Alteryx Raw Data Analysis, Alteryx Complete Course, Alteryx Reporting Tools, Data Profiling Alteryx, Alteryx Training #alteryx #alteryxtutorial #dataquality #datacleaning #etl #dataanalytics #businessintelligence #alteryxdesigner #datapreparation #geeksanalytics → Need guidance or have questions? Get in touch with us anytime! 📞 Call Us: (+91) 91 555 333 21 / 97 555 333 27 (Mon – Fri | 09:00 AM – 10:00 PM IST) (Sat | 10:00 AM – 08:00 PM IST) 💬 WhatsApp: (+91) 91 555 333 21 Message us anytime and our team will assist you. 📧 Email: [email protected] We usually reply within 24 hours. 📍 Location: Delhi/NCR, India 📌 𝐎𝐮𝐫 𝐒𝐨𝐜𝐢𝐚𝐥 𝐌𝐞𝐝𝐢𝐚 𝐂𝐡𝐚𝐧𝐧𝐞𝐥𝐬:- 🌐 Facebook: https://facebook.com/geeksanalytics 🌐 Website: https://geeksanalytics.com 🌐 Instagram: https://instagram.com/geeksanalytics 🌐 LinkedIn: https://linkedin.com/company/geeksanalytics