log scale for R plot

• We can use the Scales package ready function to make the axis scaled non linearly e.g. scale_x_continuous() or scale_x_log10(...)

  • we can further cut off the plot (visually) using the limits argument guided by coord_cartesian syntax
  • useful ones are
    • scale_x_log10()
    • scale_x_sqrt()
    • scale_x_continuous(trans=‘log2’)

References

• How to Create a ggplot Frequency Plot in R (koalatea.io)
• ggplot2 axis scales and transformations - Easy Guides - Wiki - STHDA
• Position scales for continuous data (x & y) — scale_continuous • ggplot2 (tidyverse.org)

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