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You can use custom tooltips to use HTML elements to display the tooltip instead of canvas elements.
There is an example at https://github.com/nnnick/Chart.js/blob/v1.0.2/samples/pie-customTooltips.html for pie charts that does this.
Source:stackexchange.com