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You can hide the information related to hidden dataseries by setting toolTipContent of that particular dataseries to null. Please find the code-snippet below.
itemclick : function(e) { var content; if (typeof(e.dataSeries.visible) === "undefined" || e.dataSeries.visible) { e.dataSeries.visible = false; content = e.chart.data[e.dataSeriesIndex].toolTipContent; e.dataSeries.toolTipContent = null; } else { e.dataSeries.visible = true; e.dataSeries.toolTipContent = content; } chart.render(); }
Please take a look at this JSFiddle for complete code.
— Vishwas R Team CanvasJS