Which statement is NOT a typical goal of data visualization practices described?

Which statement is NOT a typical goal of data visualization practices described?

• A. Maximize data-ink ratio.
• B. Reduce clutter to highlight data.
• C. Present data in a way that is easy to read.
• D. Obscure data with decorative elements to attract attention.

Answer: (D)

Data visualization aims to communicate data clearly and efficiently by emphasizing what the data show and minimizing anything that distracts from that message. A core guideline is to maximize the data-ink ratio, keeping only ink that conveys data and trimming away unnecessary decoration. Along with that, reducing clutter helps the data stand out, and presenting data in a way that is easy to read—clear labels, appropriate scales, and straightforward chart types—further supports quick and accurate interpretation. Decorating a visualization with elements that obscure the data adds non-data ink, distracts the viewer, and makes it harder to compare values, which is exactly the opposite of what good visualization practices strive for. So that option is not a typical goal.

Data visualization aims to communicate data clearly and efficiently by emphasizing what the data show and minimizing anything that distracts from that message. A core guideline is to maximize the data-ink ratio, keeping only ink that conveys data and trimming away unnecessary decoration. Along with that, reducing clutter helps the data stand out, and presenting data in a way that is easy to read—clear labels, appropriate scales, and straightforward chart types—further supports quick and accurate interpretation. Decorating a visualization with elements that obscure the data adds non-data ink, distracts the viewer, and makes it harder to compare values, which is exactly the opposite of what good visualization practices strive for. So that option is not a typical goal.