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Past Bar Charts: Information with Sankey, Round Packing, and Community Graphs | by Maham Haroon | Aug, 2023

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Unconventional visualizations: when and when to not wield their energy

Maham Haroon
Towards Data Science
Picture by Firmbee.com on Unsplash

Whats up there!

Should you’ve delved into the world of information evaluation, you’re seemingly accustomed to the ability of charts like bar graphs, line plots, scatter plots, and pie charts. These visuals not solely make knowledge extra accessible but additionally improve understanding for varied audiences — whether or not they’re stakeholders, clients, and even your self, in search of insights from the information. Nevertheless, there are cases the place the information complexities demand extra intricate and fascinating shows.

Think about this state of affairs: You’re moving into the footwear of a fledgling knowledge scientist at our fictional firm MM Superior Information Inc. The administration is grappling with the mixing of latest knowledge sources inside the current knowledge framework they usually actually need to grasp the large image. Whereas a pie chart would possibly serve a portion of the aim, think about the influence and aptitude of presenting a flowchart, reminiscent of a fascinating sankey diagram or a dynamic stream graph.

This publish revolves round such eventualities. Within the huge panorama of accessible knowledge visualizations, there are some hidden gems that usually stay underutilized. Recognizing the truth that we are able to’t discuss all these superior visualization in a single publish, we’ll give attention to three of them right here. So, let’s dive in.

Let’s kick issues off by exploring the fascinating world of Sankey Diagrams.

Sankey Diagrams are an extremely cool approach to visualize the stream of information. They provide a novel approach to see how issues are transferring from one stage to a different. Think about understanding the journey of a product from its inception to the ultimate consequence, or how totally different classes come collectively or break up aside. That’s the place Sankey Diagrams shine the brightest.

Nevertheless, it’s price mentioning that these diagrams are finest fitted to eventualities that contain monitoring flows, just like the examples we talked about. In different circumstances, they may not be the perfect match. So, let’s dive in and uncover their magic!



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