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@ispybadguys,
You can remove a datapoint from the chart by using the array shift() method as shown in the code snippet below:
chart.options.data[0].dataPoints.shift(); chart.render();
Please check this JSFiddle for a working example.
— Thangaraj Raman Team CanvasJS