There are a few strategies you can leverage for gaining acceptance in the design of your data visualization: Articulate the benefits of the new or different approach. Sometimes simply giving people transparency into why things will look different going forward can help them feel more comfortable. Are there new or improved observations you can make by looking at the data in a different way? Or other benefits you can articulate to help convince your audience to be open to the change? Show the side-by-side. If the new approach is clearly superior to the old, showing them side-by-side will
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