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A line chart is a way of plotting data points on a line. Often, it is used to show trend data, and the comparison of two data sets.

A bar chart is a way of showing data as bars. It is sometimes used to show trend data, and the comparison of multiple data sets side by side.

A radar chart is a way of showing multiple data points and the variation between them. They are often useful for comparing the points of two or more different data sets.

Polar area charts are similar to pie charts, but each segment has the same angle - the radius of the segment differs depending on the value.

Pie and doughnut charts are probably the most commonly used chart there are. They are divided into segments, the arc of each segment shows the proportional value of each piece of data.

Pie and doughnut charts are registered under two aliases in the Chart core. Other than their different default value, and different alias, they are exactly the same.