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R-FOR-DATA5 MIN READ

Sort visualization fixes by grammar layer

Map chart corrections to data, mapping, geom, scale, facet, or theme.

Sort each requested chart change into the ggplot layer it belongs to. Data Mapping Geom Scale Facet Theme Exclude canceled orders before plotting Use customer segment for color instead of account owner Switch from bars to points with a smooth trend Format the y-axis as dollars in thousands Split panels by region Move the legend to the bottom and reduce gridlines

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