@arj,
When datapoints of different dataseries overlap, tooltip is shown for the first series to make the user aware of the hidden dataseries.
If you want to show the tooltip for all the available dataseries, you can set toolTip shared property to true.
—
Ananya Deka
Team CanvasJS