I want to filter the first 5 rows and the last 5 rows at the same time, preferably using dplyr
because I'm trying to get used to pipes %>&
and I need a tibble with 5 first and 5 last. I can do it but separately.
For first 5:
cars %>%
filter(row_number() >= (n() - 4))
for last 5:
cars %>%
filter( row_number () <=5)
I have also try with slice_head
and slice_tail
, but I haven't been able to do it with both conditions at the same time.
Alternatively, I did it with base functions, storing each result separately and then putting it together with rbind
, but it's less practical.
You can do it with slice
:
library(dplyr)
mtcars %>% slice(1:5, (n()-4):n())
# mpg cyl disp hp drat wt qsec vs am gear carb
#Mazda RX4 21.0 6 160.0 110 3.90 2.620 16.46 0 1 4 4
#Mazda RX4 Wag 21.0 6 160.0 110 3.90 2.875 17.02 0 1 4 4
#Datsun 710 22.8 4 108.0 93 3.85 2.320 18.61 1 1 4 1
#Hornet 4 Drive 21.4 6 258.0 110 3.08 3.215 19.44 1 0 3 1
#Hornet Sportabout 18.7 8 360.0 175 3.15 3.440 17.02 0 0 3 2
#Lotus Europa 30.4 4 95.1 113 3.77 1.513 16.90 1 1 5 2
#Ford Pantera L 15.8 8 351.0 264 4.22 3.170 14.50 0 1 5 4
#Ferrari Dino 19.7 6 145.0 175 3.62 2.770 15.50 0 1 5 6
#Maserati Bora 15.0 8 301.0 335 3.54 3.570 14.60 0 1 5 8
#Volvo 142E 21.4 4 121.0 109 4.11 2.780 18.60 1 1 4 2
Similarly, in base R you can do :
n <- nrow(mtcars)
mtcars[c(1:5, (n-4):n), ]