Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Review and Preview01:13

Review and Preview

12.2K
Data are individual items of information obtained from a population or sample. Data may be classified as qualitative (categorical), quantitative continuous, or quantitative discrete. Because it is not practical to measure the entire population in a study, researchers use samples to represent the population. A random sample is a representative group from the population chosen by using a method that gives each individual in the population an equal chance of being included in the sample. Random...
12.2K
Bar Graph01:07

Bar Graph

23.8K
A bar graph is also called a bar chart and consists of bars that are separated from each other. It either uses horizontal or vertical bars to show comparisons among categories. The bars can be rectangles, or they can be rectangular boxes (used in three-dimensional plots). One axis of the graph represents the specific categories being compared, and the other axis shows a discrete value. In this graph, the length of the bar for each category is proportional to the number or percent of individuals...
23.8K
Pie Chart01:04

Pie Chart

17.0K
A pie chart (or a pie graph) is a circular graphical chart or a pictorial representation of categorical data. It is divided into slices of pie each indicating numerical proportions. It is also used to show the relative sizes of data in a single chart.
In a pie chart, the central angle, the arc length of each slice, and the area are directly proportional to the quantity or percentage it represents. Some real-world examples that can be depicted using pie charts include marks obtained by students...
17.0K
Pareto Chart00:52

Pareto Chart

8.0K
A Pareto chart is a bar graph or a combination of both line and bar graphs. The bar lengths represent the individual values or the frequency, while the lines represent the cumulative total values. In this chart, the longest bars are arranged on the left and the shortest bars on the right, which makes it easier to read and interpret the data. It can also be called a Pareto diagram or Pareto analysis.
The Pareto chart is named after the Italian economist Vilfredo Pareto, who described the Pareto...
8.0K
Outliers and Influential Points01:08

Outliers and Influential Points

6.7K
An outlier is an observation of data that does not fit the rest of the data. It is sometimes called an extreme value. When you graph an outlier, it will appear not to fit the pattern of the graph. Some outliers are due to mistakes (for example, writing down 50 instead of 500), while others may indicate that something unusual is happening. Outliers are present far from the least squares line in the vertical direction. They have large "errors," where the "error" or residual is the...
6.7K
Statgraphics01:10

Statgraphics

487
Statgraphics is a comprehensive statistical software suite designed for both basic and advanced data analysis. Originating in 1980 at Princeton University under Dr. Neil W. Polhemus, it was one of the pioneering tools for statistical computing on personal computers, with its public release in 1982 marking an early milestone in data science software. Over the years, it has evolved into a robust platform for data science, offering tools for regression analysis, ANOVA, multivariate statistics,...
487

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Experimental Design in Age-Related Perception of Spatial Frequency: Evidence From Vision Science.

IEEE transactions on visualization and computer graphics·2026
Same author

Set Size Matters: Capacity-Limited Perception of Grouped Spatial-Frequency Glyphs.

IEEE transactions on visualization and computer graphics·2025
Same author

Apoptosis in the Mammary Gland of Virgin Rats Subchronically Fed With a Vitamin A Deficient Diet.

Oxidative medicine and cellular longevity·2025
Same author

Addressing mental and physical fatigue in major abdominal surgery by incorporating muscle stretches and hydration mini breaks.

Annals of the Royal College of Surgeons of England·2025
Same author

Impact of a clinical pharmacy intervention on medication adherence and the quality use of medicines in patients with acute coronary syndrome: a single centre nonrandomised controlled clinical trial.

Journal of pharmaceutical policy and practice·2025
Same author

Calculation of vessel pulse wave velocities in retinal vein segments within the optic disc centre.

Scientific reports·2024

Related Experiment Video

Updated: Apr 4, 2026

Facilitating the Analysis of Immunological Data with Visual Analytic Techniques
10:58

Facilitating the Analysis of Immunological Data with Visual Analytic Techniques

Published on: January 2, 2011

10.6K

An Empirical Study on Using Visual Embellishments in Visualization.

R Borgo1, A Abdul-Rahman, F Mohamed

  • 1Computer Science, Swansea University. r.borgo@swansea.ac.uk

IEEE Transactions on Visualization and Computer Graphics
|September 11, 2015
PubMed
Summary
This summary is machine-generated.

Visual embellishments in data visualization aid memory but can slow visual search. Their impact on concept comprehension is complex, requiring further study.

More Related Videos

Visualizing Visual Adaptation
04:43

Visualizing Visual Adaptation

Published on: April 24, 2017

9.7K
Interactive and Visualized Online Experimentation System for Engineering Education and Research
08:35

Interactive and Visualized Online Experimentation System for Engineering Education and Research

Published on: November 24, 2021

3.1K

Related Experiment Videos

Last Updated: Apr 4, 2026

Facilitating the Analysis of Immunological Data with Visual Analytic Techniques
10:58

Facilitating the Analysis of Immunological Data with Visual Analytic Techniques

Published on: January 2, 2011

10.6K
Visualizing Visual Adaptation
04:43

Visualizing Visual Adaptation

Published on: April 24, 2017

9.7K
Interactive and Visualized Online Experimentation System for Engineering Education and Research
08:35

Interactive and Visualized Online Experimentation System for Engineering Education and Research

Published on: November 24, 2021

3.1K

Area of Science:

  • Human-Computer Interaction
  • Information Visualization
  • Cognitive Psychology

Background:

  • Figures of speech enhance abstract communication.
  • The utility of visual embellishments in data visualization remains unclear.
  • Previous studies lack real-world attention constraints.

Purpose of the Study:

  • Evaluate if visual embellishments improve memorization, visual search, and concept comprehension.
  • Investigate the effects of divided attention on visualization comprehension.
  • Provide empirical evidence on the benefits and drawbacks of visual embellishments.

Main Methods:

  • Empirical study using a dual-task methodology.
  • Introduced a secondary task to simulate divided attention.
  • Assessed memorization, visual search speed, and concept comprehension.

Main Results:

  • Visual embellishments significantly improved information recall.
  • Visual embellishments negatively impacted visual search speed.
  • Complex and varied effects observed for concept comprehension.

Conclusions:

  • Visual embellishments enhance memory retention in visualizations.
  • Attention limitations are crucial when evaluating visualization design.
  • Further research is needed to understand the nuanced effects on comprehension.