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Have you checked this Chart.js issue?
Chart.defaults.global.elements.point.radius = 0
hides the point but
Chart.defaults.global.elements.point.hoverRadius = 4
only shows it on hover.
This should work with your pointStyle
.
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Source:stackexchange.com