Awesome Plotly with Code Series (Part 1): Alternatives to Bar Charts | by Jose Parreño | Oct, 2024

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A bar chart is not always the best solution.

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Data visualization plays a crucial role in how stories are told and understood. I’ve always been fascinated by the sleek, annotated charts used in data journalism — those visualizations that can instantly communicate complex ideas in a way anyone can grasp.

I have also been deeply inspired by resources like Cole Nussbaumer Knaflic’s book, Storytelling with Data [1], which provides essential best practices for creating clear, impactful visualisations, emphasising a minimalistic approach that strips away unnecessary elements. Her approach is to focus on what truly matters, ensuring the data’s story shines through without distractions.

Then there’s AddTwoDigital, a digital agency working on data storytelling. They have open-sourced a series of blog posts on data visualisation best practices [2], showcasing everything from simple bar charts to more complex, mind-bending infographics. Their content is a treasure trove of inspiration, and there’s always something new to learn from their examples that are not in typical data visualisation books.

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