Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In this article  discuss the techniques available to represent categorical data in Parallel Coordinates, a widely used visualisation method for multivariate datasets analysis tasks.  propose Parallel Bubbles, a frequency-based method improving the graphical perception of categorical dimensions in Parallel Coordinates plots.  compare the performance of three variations of Parallel Coordinates in a user study, with similarity and frequency tasks. Parallel Bubbles are a good tradeoff in terms of performance for both types of tasks, and adding a visual encoding causes a significative difference in performance. This study is the first of a series of papers which will aim at testing the three visualisation methods in tasks centered on the numerical axis, and where Parallel Sets performance will probably be worse.
['Raphaël Tuor', 'Florian Evéquoz', 'Denis Lalanne']
I am writing a research paper on a idea Parallel bubbles: categorical data visualization in parallel coordinates
[{"from": "human", "value": "I am writing a research paper on a idea Parallel bubbles: categorical data visualization in parallel coordinates"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In this article  discuss the techniques available to represent categorical data in Parallel Coordinates, a widely used visualisation method for multivariate datasets analysis tasks.  propose Parallel Bubbles, a frequency-based method improving the graphical perception of categorical dimensions in Parallel Coordinates plots.  compare the performance of three variations of Parallel Coordinates in a user study, with similarity and frequency tasks. Parallel Bubbles are a good tradeoff in terms of performance for both types of tasks, and adding a visual encoding causes a significative difference in performance. This study is the first of a series of papers which will aim at testing the three visualisation methods in tasks centered on the numerical axis, and where Parallel Sets performance will probably be worse."}]