@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.
—
Vishwas R
Team CanvasJS