How to view the complete output of tibble in R?

Tibbles are created when we analyze data using dplyr package and if the data size is large then only 10 values are printed in R. If we want to display the complete output of tibble then View function needs to be used. For example, if we want to perform calculation of counts then we should add View() at the end of the code with pipe operator.

Example

 Live Demo

Consider the below data frame −

Group<−rep(c("A","B","C","D","E"),times=10)
Rating<−sample(1:10,50,replace=TRUE)
df<−data.frame(Group,Rating)
head(df,20)

Output

Group Rating
1 A 4
2 B 2
3 C 8
4 D 3
5 E 3
6 A 1
7 B 8
8 C 8
9 D 1
10 E 2
11 A 2
12 B 8
13 C 10
14 D 4
15 E 6
16 A 3
17 B 7
18 C 1
19 D 5
20 E 10

Example

tail(df,20)

Output

Group Rating
31 A 2
32 B 5
33 C 4
34 D 1
35 E 4
36 A 8
37 B 2
38 C 6
39 D 2
40 E 5
41 A 1
42 B 4
43 C 9
44 D 5
45 E 2
46 A 7
47 B 10
48 C 9
49 D 1
50 E 6

Loading dplyr package −

library(dplyr)

Finding the counts for Group and Rating and viewing the whole output using View() −

df%>%group_by(Group,Rating)%>%mutate(count=n())%>%View()

Output

Nizamuddin Siddiqui

Updated on: 06-Nov-2020

834 Views

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