Staging environment
Free Lesson

Don't Take Numbers at Face Value: Bad Data Ruins Good Charts

60 min
Oct 14, 2025 12:00 PM
Virtual (Zoom)

In this video

What you'll learn

How to inspect and debug your data

How to think about the validity of your data

How bad data ruins your charts

Why this topic matters

There is no amount of charting skills that can salvage you from problems in the data. When creating charts, you must first conduct thorough research to understand the validity of your data. In this webinar, I'll describe my personal framework for thinking about data validity and how it relates to the messages you intend to communicate with your charts.

You'll learn from

Enrico Bertini

Enrico Bertini

University professor, researcher, educator.

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