I could see `rect` being better than circles given that bars are rectangle. If 
you _do_ want them to render as rects, you can do something like (example 
[here](https://github.com/williaster/data-ui/blob/master/packages/demo/examples/01-xy-chart/AreaDifferenceSeriesExample.jsx)
 / 
[storybook](https://williaster.github.io/data-ui/?selectedKind=xy-chart&selectedStory=AreaDifferenceSeries&full=0&addons=0&stories=1&panelRight=0)).
 

tldr

```javascript
shape={({ fill, width, height }) => (
  <svg width={width} height={height}>
    <rect width={width} height={height} fill={fill} />
  </svg>
)}
```

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https://github.com/apache/incubator-superset/pull/5758 ]
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