Anscombe's Quartet Visualization
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Questions and Answers

Which state has the highest percentage of individuals with a college degree?

Massachussetts

Which state has the lowest percentage of individuals with a college degree?

West Virginia

Which state has the highest average income?

New Jersey

Which state has the lowest average income?

<p>Arkansas</p> Signup and view all the answers

In which state is the percentage of individuals with a college degree closest to the national average?

<p>Oregon</p> Signup and view all the answers

Which state has the highest income among those with a college degree below the national average?

<p>California</p> Signup and view all the answers

What is one key rule for creating good visualisations?

<p>Titles of visualisations should be meaningful</p> Signup and view all the answers

What should the number representation in a visualisation be proportional to?

<p>the actual amounts being represented</p> Signup and view all the answers

Why is it important to use labels in visualisations?

<p>To explain any potential graphical mislead or ambiguity</p> Signup and view all the answers

What should a good visualisation emphasize?

<p>the information contained in the data NOT on graphics</p> Signup and view all the answers

What should large data sets in visualisations aim to achieve?

<p>Make large data sets coherent</p> Signup and view all the answers

What is the equation of the regression line for the data set?

<p>Y = 3 + 0.5X</p> Signup and view all the answers

What is the standard error of estimate of the slope?

<p>0.118</p> Signup and view all the answers

What is the correlation coefficient for the data set?

<p>0.82</p> Signup and view all the answers

What is the coefficient of determination (r^2) for the data set?

<p>0.67</p> Signup and view all the answers

What is the regression of the sum of squares?

<p>27.70</p> Signup and view all the answers

What is the residual sum of squares for Y?

<p>13.75</p> Signup and view all the answers

What is the term used to describe the action of removing unnecessary elements from a visual representation to improve clarity?

<p>Delete redundant information</p> Signup and view all the answers

What is the term for the concept of minimizing the amount of ink used to display data in a visual representation?

<p>Poor data-ink ratio</p> Signup and view all the answers

How can the visual representation be improved by changing solid diamond markers to unfilled circles?

<p>This would allow sight of any overlapping data</p> Signup and view all the answers

What is a key consideration when dealing with very large datasets in data visualization?

<p>Consider data summarisation prior to visualization</p> Signup and view all the answers

Why is it important to consider presenting data at different levels of detail?

<p>To cater to different levels of information needs</p> Signup and view all the answers

What is a guiding principle for creating effective visualizations?

<p>Simplicity – make graphs and tables as simple as possible</p> Signup and view all the answers

What type of visualisation was tested in the experiments mentioned?

<p>Plain and ornated visualisation using charts by Nigel Holmes</p> Signup and view all the answers

After a 5-minute break, was there a significant difference in recall accuracy between plain and ornated visualisations?

<p>No, there was no significant difference in recall accuracy.</p> Signup and view all the answers

When comparing recall after a 3-week break, which type of charts showed better recall?

<p>Holmes charts of the data topic and the details</p> Signup and view all the answers

What were people better at when it came to identifying messages in the visualisations?

<p>People were better at identifying messages in the Holmes visualisations.</p> Signup and view all the answers

What is the main problem associated with the interpretation of data in visualisations?

<p>Trust – biased image</p> Signup and view all the answers

What should be maximized in visualisations to effectively present data?

<p>Maximize data-ink ratio</p> Signup and view all the answers

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