I am using CountsEPPM
to do some sample problems. This package use data
as listed format.
library(CountsEPPM)
data("herons.group")
herons.group
$group
[1] Adult Immature
Levels: Adult Immature
$number.attempts
$number.attempts[[1]]
[1] 0 5 2 1 1 1 0 2 0 1 0 1 0 0 2 1 0 1 0 0 1 0 0 0 1
$number.attempts[[2]]
[1] 0 2 2 1 5 1 2 2 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1
I am using the following code to convert the listed format to dataframe. It ended up with an error.
do.call("rbind", lapply(herons.group, as.data.frame))
Error in data.frame(c(0, 5, 2, 1, 1, 1, 0, 2, 0, 1, 0, 1, 0, 0, 2, 1, :
arguments imply differing number of rows: 25, 26
The head of the dataframe would be like:
group number.attempts
1 Adult 0
2 Adult 5
3 Adult 2
4 Adult 1
5 Adult 1
6 Adult 1
The tail:
group number.attempts
46 Immature 0
47 Immature 0
48 Immature 0
49 Immature 0
50 Immature 0
51 Immature 1
Assuming that I understood the structure of the data:
data.frame(group = rep(herons.group$group, times = lengths(herons.group$number.attempts)),
number.attempts = unlist(herons.group$number.attempts))