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Turns out my chart.js version was slightly out of date. After I replaced it with the latest version (2.7.3) the bars suddenly looked fine.
Problem solved 🙂
- Chartjs-Chart.js scatter plot fill portions of chart based on value
- Chartjs-Dynamic line styling in chartjs
Source:stackexchange.com