Home Machine Learning How (Not) to Cheat with Knowledge Visualizations | by Michal Szudejko | Apr, 2024

How (Not) to Cheat with Knowledge Visualizations | by Michal Szudejko | Apr, 2024

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How (Not) to Cheat with Knowledge Visualizations | by Michal Szudejko | Apr, 2024

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A information that may be a little bit totally different…

Manga style image showing people watching at multiple screens with data visualizations.
Supply: picture generated by the creator in ChatGPT.

Not so way back, I revealed a put up on information visualization utilizing KNIME. Within the opening story, I used the instance of the documentary An Inconvenient Reality. The film exhibits, amongst others, how sophisticated information could be introduced successfully utilizing visualizations. The film, ideas and information introduced there raised quite a lot of controversy and dispute. So did that entry paragraph from my put up.

The creator eliminated the essential feedback from my put up (or a minimum of I don’t see them anymore). Nevertheless, these critiques impressed me to conduct a deeper exploration into a comparatively uncharted territory: the dos and don’ts of making deceitful information visualizations. This text goals to deal with exactly this matter, guiding readers by the nuances of integrity in information presentation.

On this put up, I’ll introduce fourteen information manipulation techniques you could diligently keep away from together with in your presentation toolkit. Must you uncover any of those techniques lurking inside your work, you could eradicate them with out

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