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Learn Using Linear Scales | Adding Transitions Scales and Axes
JavaScript D3.js Visualization Essentials

bookUsing Linear Scales

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When you want to display data visually, you need a way to translate your raw data values into positions or sizes on the screen. D3's d3.scaleLinear function lets you do this by creating a linear mapping between your data and the visual properties of your chart, such as pixel positions.

A linear scale is configured using two key concepts: domain and range. The domain defines the minimum and maximum values from your dataset. This is the set of possible input values you expect to handle. The range specifies the minimum and maximum values for the visual outputβ€”such as pixel positions along an axis.

For example, if your data values range from 0 to 100, and you want to map these to pixel positions from 0 to 500 along the x-axis, you set the domain to [0, 100] and the range to [0, 500]. With this setup, a data value of 50 would be mapped to 250 pixels, right in the middle of your chart. This approach ensures that your chart scales automatically to fit your data, no matter what values you have.

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SectionΒ 4. ChapterΒ 4

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bookUsing Linear Scales

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index.html

index.html

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When you want to display data visually, you need a way to translate your raw data values into positions or sizes on the screen. D3's d3.scaleLinear function lets you do this by creating a linear mapping between your data and the visual properties of your chart, such as pixel positions.

A linear scale is configured using two key concepts: domain and range. The domain defines the minimum and maximum values from your dataset. This is the set of possible input values you expect to handle. The range specifies the minimum and maximum values for the visual outputβ€”such as pixel positions along an axis.

For example, if your data values range from 0 to 100, and you want to map these to pixel positions from 0 to 500 along the x-axis, you set the domain to [0, 100] and the range to [0, 500]. With this setup, a data value of 50 would be mapped to 250 pixels, right in the middle of your chart. This approach ensures that your chart scales automatically to fit your data, no matter what values you have.

Everything was clear?

How can we improve it?

Thanks for your feedback!

SectionΒ 4. ChapterΒ 4
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