see the attached

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HCDE 530: Information Visualization Lesson 4 & 5 Design Assignment Assignment 4.1 – Advanced Information Representation Assignment 4.2 – Information Visualization for Hierarchical Data Representation Assignment 4.3 – Information Architecture Practice Even in the single ppt slide, take consider “Information Visualization” to present your idea 1 Find either a network diagram or a hierarchy diagram and either paste it as a screenshot or as a photograph. Explain what the diagram is for and whether you think it achieves its purpose or not. Limit 1 slide 2 This is a radial visual hierarchy diagram visualizing network traffic. It uses 4 concentric rings, each one representing an attribute of the transferred packets, such as secure mail. Users interpreting a left- to-right layout may assign more importance to an item on one side due to the cultural reading direction. The rings in this example show the following information, from the innermost to the outermost ring: Source IP address Destination IP Source port number Destination port number. The share in total traffic determines the size of a single circle segment. Entries with with the same value (e.g., the same IP, or the same port number) always use the same color. Popular port numbers appear in reserved, unique colors (e.g. green is always used for port 80 – HTTP), which are not used again to display something else. Traffic over secured channels is shown in brighter colors, whereas traffic over unsecured channels appears in darker color. Circle segments are sorted on a ring, and grouped by the attributes on the inner rings. Evaluation: I think the outer rings give a sense of the more area for the same proportion of data, e.g. a third of the outer ring looks much bigger than a third of the inner ring, so this distorts the overall sense of how significant something in the outer vs inner ring is. I don’t know enough about the topic in context to know if this matters in this case but is some cases it may help emphasis a point, like compounding of downstream from an initial event, so it could be a useful technique. In this case thought I think 4 rectangles divided into color coded sections stacked on top of each other would have worked just as well. 3 Assignment 4.1<img alt=”” 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