Go to TogaWare.com Home Page. Data Science Desktop Survival Guide
by Graham Williams
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Line Chart Log X Axis

20200823

\includegraphics[width=\textwidth]{figures/onepager/ggplot2:frequency_rainfall_log_x-1}

ds                                                                    %>%
  filter(rainfall != 0)                                               %>%
  ggplot(aes(x=rainfall))                                              +
  geom_density()                                                       +
  scale_x_log10()                                                      +
  theme(legend.position="none")

A common approach to dealing with the skewed distribution is to transform the scale to be a logarithmic scale, base 10. The following code produces Figure [*].


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