Playing around with some of the new functionality of tidyr 1.0 and I've come across a bit of a head scratcher.
I've used boxplot.stats
to get a vector of boxplot values I'd like to use to plot. I've done this successfully but am convinced there is a better way to name the columns of the newly unnested vector.
Here is current setup:
library(tidyverse)
iris %>%
nest(data = -Species) %>%
mutate(box = map(data, ~ boxplot.stats(.x[["Sepal.Length"]]))) %>%
hoist(box, stats = "stats") %>%
unnest_wider(stats) %>%
rename_at(vars(contains("...")), ~ c("min", "lwr", "med", "upr", "max"))
#> New names:
#> * `` -> ...1
#> * `` -> ...2
#> * `` -> ...3
#> * `` -> ...4
#> * `` -> ...5
#> New names:
#> * `` -> ...1
#> * `` -> ...2
#> * `` -> ...3
#> * `` -> ...4
#> * `` -> ...5
#> New names:
#> * `` -> ...1
#> * `` -> ...2
#> * `` -> ...3
#> * `` -> ...4
#> * `` -> ...5
#> # A tibble: 3 x 8
#> Species data min lwr med upr max box
#> <fct> <list<df[,4]>> <dbl> <dbl> <dbl> <dbl> <dbl> <list>
#> 1 setosa [50 x 4] 4.3 4.8 5 5.2 5.8 <named list [3]>
#> 2 versicolor [50 x 4] 4.9 5.6 5.9 6.3 7 <named list [3]>
#> 3 virginica [50 x 4] 5.6 6.2 6.5 6.9 7.9 <named list [3]>
Created on 2019-10-01 by the reprex package (v0.3.0)
While I get my desired output I am convinced there is a better way to tackle naming the columns.
Thanks for reading!
We can convert to a
list
and set the names