I want to get some arrows like the picture above
How can I get arrows at the end of x-axis and y-axis using highcharts.js?
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You can render you own shapes and lay them on top of axis lines. Rendering custom shapes can be achieved via renderer.
You can also extend Highcharts in a way that the method responsible for rendering an axis line will be changed.
A simplified extension could look like this:
CSS for filling the arrows:
example: http://jsfiddle.net/z2aagpeu/