1.When creating an overview visualization of a large dataset, it is most important to:
1 point
Display all of the data using a simple representation and axes that spread the data out as much as possible
Display only an important subset of the datapoints so as to not overwhelm the user
2.The process of zooming on the data plotted in a visualization, where the zoomed region then fills the entire display:
1 point
Is an important part of Schneiderman’s information visualization mantra
Provides focus on the zoomed portion of the data
Is actually a filtering operation on the display coordinates of the plotted data
All of the above
None of the above
3.The goal of the filtering step of the information visualization mantra is to:
1 point
Display a subset
Smooth noisy data
Remove outliers
4.Which of the following benefits of a fisheye lens is LEAST important for data visualization?
1 point
It supports focus on detail along with the context of that detail amid the rest of the dataset.
It makes the data appear more interesting.
It allows zooming without obscuring the unzoomed data.
5.Suppose we have a dataset representing an image consisting of pixel records of the form (x,y,b) where x and y are the spatial coordinates of the pixel and b is the brightness of the pixel. Then, which of the following provides the best histogram of the data?
1 point
A subdivision of the image’s (x,y) coordinates into regions, plotting an average pixel brightness for each region
A plot of the average pixel brightness over the y axis, of all pixels that share the same x coordinate
A subdivision of the image’s brightness values into ranges, plotting the count of the pixels whose brightness is in each range
6.Suppose we have a dataset representing an image consisting of pixel records of the form (x,y,b) where x and y are the spatial coordinates of the pixel and b is the brightness of the pixel. Then, which of the following represents a “rollup” of the x and y dimensions of this dataset?
1 point
The average brightness of the image
The position of the center of the image
None of the above
7.Suppose we have a dataset representing an image consisting of pixel records of the form (x,y,b) where x and y are the spatial coordinates of the pixel and b is the brightness of the pixel. Which axis definition would we NOT use if we wanted to plot the pixel brightness at a unique axis location for every pixel in the image?
1 point
An axis formed by nesting the x dimension under the y dimension
An axis formed by the concatenation of the x dimension and the y dimension
An axis formed by the product of the x dimension and the y dimension
8.When designing a dashboard visualization, what should the primary concern be?
1 point
That the dashboard visualization presents all of the data necessary to make an informed decision
That the dashboard visualization engages the user to motivate further study of the data
That the dashboard provide a simple overview of all the data, without any distracting details
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