Data Science Desktop Survival Guide
by Graham Williams
Line Chart Skewed Distributions
filter(rainfall != 0) %>%
The plot informs us about the skewed nature of the amount of rainfall recorded for any one day, but we lose a lot of resolution at the low end.
Note that we use a subset of the dataset to include only those observations of rainfall (i.e., where the rainfall is non-zero). Otherwise a warning will note many rows contain non-finite values in calculating the density statistic.