Question

In: Computer Science

When would a sequential colormap work well in a heatmap? Select an answer: when you want...

When would a sequential colormap work well in a heatmap?

Select an answer:

  • when you want to show the data as numbers rather than colors

  • when the data has discrete chunks that are not ordered

  • when the data ranges from low to high

  • when you cannot use the Seaborn wrapper module

Solutions

Expert Solution

First of all, let's discuss what the involved terms mean:

  1. Sequential colourmap: They are basic colourmaps that start at a reasonably low lightness value and uniformly increase to a higher value.
  2. Heatmap: It is a graphical representation of data where values are depicted by colour.
  3. Heat maps make it easy to see the complex data and understand it at a glance.

Now let's analyze the given options:

  • Option A: We don't use sequential colourmap to show the data as numbers rather than colours.
    So, this is not correct.
  • Option B: When the data has discrete chunks that are not ordered, then we can use sequential colourmap work well in a heatmap.
    So, this option is correct.
  • Option C: We can use the sequential colourmap data ranges from low to high.
    So, this option is also close.
  • Option D: We have many other options to use when we can't use Seaborn wrapper module.
    So, it is also not correct.

So, We can say that Option B is the perfect answer along with Option C, which is also close. which can be chosen when it is a multi-correct option.

Please let me know in the comments in case of any confusion. Also, please upvote if you like.


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