Use ezplot to quickly create presentation-ready charts that are also useful for exploratory data analysis. By default, ezplot functions aggregate multiple values of y for repeated categories of x, group, facet_y and facet_x.
library(ezplot)
df = ez_data()
head(df)
#> # A tibble: 6 x 11
#> char fct num day week month year year2 units
#> <chr> <fct> <dbl> <date> <date> <date> <dbl> <dbl> <dbl>
#> 1 A X 10 2012-01-01 2012-01-01 2012-01-01 2012 2012 14.0
#> 2 B X 10 2012-01-01 2012-01-01 2012-01-01 2012 2012 14.6
#> 3 A Y 10 2012-01-01 2012-01-01 2012-01-01 2012 2012 6.59
#> 4 B Y 10 2012-01-01 2012-01-01 2012-01-01 2012 2012 4.80
#> 5 A Other 10 2012-01-01 2012-01-01 2012-01-01 2012 2012 12.3
#> 6 B Other 10 2012-01-01 2012-01-01 2012-01-01 2012 2012 15.9
#> # ... with 2 more variables: value <dbl>, price <dbl>