@adrian3k,
As mentioned earlier, when toolTip shared property is enabled all the y-values corresponding to that particular x-value from each of the dataSeries are shown. If a dataSeries does not contain any dataPoints corresponding to that particular x-value it will not be shown in the toolTip.
—
Shashi Ranjan
Team CanvasJS