Dynamic Column Referencing in Power Query | 3 Practical Methods

If you’ve ever had a Power Query break because column names changed, you’re not alone. Hard-coding column references makes queries fragile and error-prone. In this step-by-step Power Query and Power BI tutorial, I’ll show you practical ways to dynamically reference columns so your transformations automatically adapt to changing data. 👉 What you’ll learn in this video: How to remove columns without hard-coding names Using column position (indexing) to dynamically select columns Filtering column names with functions like List.Select These dynamic column techniques in Power Query will make your queries more flexible, faster to update, and far less likely to break when your source data changes. Whether you’re cleaning Excel data, building Power BI models, or just learning Power Query M, these tips will help you save time and avoid errors. ⏱️ Chapters: 00:00 - Intro 00:29 - Loading a table to Power Query 01:21 - Hard coded column issue example 03:08 - Referring to columns by their index position 06:30 - Query naming tip 07:59 - Filtering column names beginner method 12:46 - Filtering column names cleaner method 15:54 - Final thoughts 📌 Related Content: PowerQuery Tables, Records & Lists → https://youtu.be/EatyrphlpRc?si=PFmZ3Bjc8Kb8r6IW 💬 If you find this helpful, give it a thumbs up, drop a comment with your favourite method, and don’t forget to subscribe for more Power Query tutorials. 🙌 Support the Channel: 👍 Like the video 💬 Leave a comment 🔁 Share with a friend 💸 https://buymeacoffee.com/benjones - to support the channel 📁 File Coming Soon 🔔 SUBSCRIBE FOR WEEKLY TUTORIALS Subscribe to BenJonesExplains Click here to subscribe and master Excel, one trick at a time! https://www.youtube.com/@BenJonesExplains?sub_confirmation=1 @BenJonesExplains 🔍 Tags / Hashtags: #PowerQuery #PowerBI #ExcelTips #DataCleaning #DynamicColumns