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Data Stories: How Not to Visualize Data

Examples of misleading or confusing data visualizations and advice for avoiding potential problems.

By Upside Staff
March 1, 2023

Using Numbers to Deceive

This article spotlights a recent example of an incredibly misleading chart.

Bad Designs Communicate Confusion

More examples of bad data visualizations.

Troubleshooting Troublesome Visualizations

In this article, a data journalist describes how visualization projects can go wrong and shares some helpful advice.

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