@arj,
It is not possible to display labels on the vertical axis in a Box & Whisker chart. However, as a workaround, you can rotate the chart using CSS to achieve a similar effect. Please take a look at this JSFiddle for an example of the same.
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Thangaraj Raman
Team CanvasJS