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Redesigning Default Rate Graphs by Industry: Enhancing Clarity and Comparability

This redesign of the default rate graphs by industry aims to improve clarity and facilitate meaningful comparisons across various sectors. By utilizing volume to represent rates, we ensure each industry's data is easy to read while minimizing clutter and overcrowding. The new layout allows users to compare default rates for each year across selected industries, revealing patterns such as seasonality and stability. Notably, industries like Banking and Utilities consistently show low default rates. The design addresses previous limitations, enhancing overall interpretability and insightfulness.

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Redesigning Default Rate Graphs by Industry: Enhancing Clarity and Comparability

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Presentation Transcript

  1. STAT 663 Graph Redesign Default Rate By Industry By Ying Hu

  2. Original Graph

  3. Major Crimes • Use volume to represent the rate. • Hard to get a clear reading. • Hard to compare different industries for the same year

  4. Underlying Data

  5. Thinking Process

  6. About Intermediate Graph • easy to read the default rate for each year for each industry. • Smaller groups make it easy to compare between industries. • The grouping shows some kind of pattern: • The lower right shows industries with a low default rate across all years, such as Banking and Utility. (Note, the data is up to 2008, before all the financial crisis began). • Lower left shows industries with a flat rate in general but a couple of big spikes. • Top two panels have industries that show seasonality and go up and down in cycles. • Problem: difficult to compare across the panels.

  7. Final Product

  8. Final Product • Clean looking • No overcrowding • Easy to read for each industry, each year • Easy to compare across industries

  9. What do you think

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