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Here’s a little hack to display an invisible, interpolated series above the data series: http://jsfiddle.net/highcharts/F4e2Y/
See alto the associated GitHub issue: https://github.com/highcharts/highcharts/issues/647
An error occurred while saving the commentkeerthi commented
if we have huge data and multiple series this hack would crash the application so do you have any inbuilt feature in highcharts that would do this interpolation .