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@slarmon,
You can use xValueFormatString to format the x-value shown in tooltip & indexlabels. In your case, setting xValueFormatString: "HH:mm" should show just time in tooltip. Please refer to this documentation page for more information & live-example.
xValueFormatString: "HH:mm"
— Vishwas R Team CanvasJS