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Closes Viz page #39. removes ggplot2 refs
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data-visualise.ipynb

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"## Summary\n",
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"\n",
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"In this chapter, you've learned the basics of data visualisation with ggplot2.\n",
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"In this chapter, you've learned the basics of data visualisation with **letsplot**.\n",
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"We started with the basic idea that underpins **letsplot**: a visualisation is a mapping from variables in your data to aesthetic properties like position, colour, size and shape.\n",
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"You then learned about increasing the complexity and improving the presentation of your plots layer-by-layer.\n",
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"You also learned about commonly used plots for visualising the distribution of a single variable as well as for visualising relationships between two or more variables, by leveraging additional aesthetic mappings and/or splitting your plot into small multiples using faceting.\n",

vis-layers.ipynb

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"Adding randomness seems like a strange way to improve your plot, but while it makes your graph less accurate at small scales, it makes your graph *more* revealing at large scales.\n",
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"Because this is such a useful operation, ggplot2 comes with a shorthand for `geom_point(position = \"jitter\")`: `geom_jitter()`.\n",
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"\n",
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"Because this is such a useful operation, **letsplot** comes with a shorthand for `geom_point(position = \"jitter\")`: `geom_jitter()`.\n",
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"Of course, a more sophisticated way of dealing with overplotting is via a binscatter plot, which is available in the [**binsreg**](https://nppackages.github.io/binsreg/) package.\n",
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