Explore categorical columns with bar charts

Installation

Development version from GitHub:

GitHub: https://github.com/zpio/ggexplorer

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remotes::install_github("zpio/ggexplorer")

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library(ggexplorer)

Examples

Diamonds dataset

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ggplot2::diamonds

Basic Chart

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plotBar(ggplot2::diamonds)

Fill

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plotBar(ggplot2::diamonds, fill = "steelblue")

Pct

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plotBar(ggplot2::diamonds, pct = TRUE)

Top

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plotBar(ggplot2::diamonds, fill = "steelblue", top = 3)

Number of facet columns

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plotBar(ggplot2::diamonds, fill = "steelblue", top = 5, ncol = 2)

Fill by

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plotBar(ggplot2::diamonds, fill_var = cut)

Legend Position

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plotBar(ggplot2::diamonds, fill_var = cut, legend_position = "bottom")

Position

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plotBar(ggplot2::diamonds, fill_var = cut, position = "stack")

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plotBar(ggplot2::diamonds, fill_var = cut, position = "dodge")

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plotBar(ggplot2::diamonds, fill_var = cut, position = "fill")

Colour scales

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plotBar(ggplot2::diamonds, fill_var = cut) +
  ggplot2::scale_fill_hue()

Interactive

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plotBar(ggplot2::diamonds, fill_var = cut, position = "stack",
        interactive = TRUE)