Back to Tech Exam Prep

Podcast Episode

[PL-300] 8, Data Profiling, Column Quality, and Statistics

Tech Exam Prep··12 September 2026·4 min

About this episode

This podcast is made by Ran Chen, who holds an EA license, Insurance and Securities licenses (Series 6, 63, 65), and the CFP® designation. He is passionate about opening access to high-quality exam preparation resources and helping learners prepare more effectively for professional certification exams. In this episode you will learn: - How Column Quality, Distribution, and Profile features function in Power Query Editor for PL-300. - The critical difference between Distinct values (total unique types) and Unique values (values appearing exactly once). - How to interpret summary statistics like minimum, maximum, top, and bottom values in Column Profile. - How to troubleshoot missing errors by switching profiling scope from top 1,000 rows to the entire dataset. - The performance trade-offs associated with profiling entire large datasets versus sampling top rows. For more free exam prep tools, practice questions, and AI-powered explanations, visit https://open-exam-prep.com/ or YouTube Channel: https://www.youtube.com/@Open-exam-prep