Display / print all rows of a tibble (tbl_df)
You could also use
print(tbl_df(df), n=40)
or with the help of the pipe operator
df %>% tbl_df %>% print(n=40)
To print all rows specify tbl_df %>% print(n = Inf)
edit 31.07.2021:
in > dplyr 1.0.0
Warning message:
`tbl_df()` was deprecated in dplyr 1.0.0.
Please use `tibble::as_tibble()` instead.
df %>% as_tibble() %>% print(n=40)
dplyr show all rows and columns for small data.frame inside a tbl_df
if you want to still use dplyr and print your dataframe just run
print.data.frame(ddf)
ddf
Having trouble viewing more than 10 rows in a tibble
What I often do when I want to see the output of a pipe like that is pipe it straight to View()
library(dplyr)
library(tidytext)
tidy_books %>%
anti_join(stop_words) %>%
count(word, sort=TRUE) %>%
View()
If you want to save this to a new object that you can work with later, you can assign it to a new variable name at the beginning of the pipe.
word_counts <- tidy_books %>%
anti_join(stop_words) %>%
count(word, sort=TRUE)
dplyr::tbl_df fill whole screen
Several ways to accomplish this:
# show up to 1000 rows and all columns *CAPITAL V in View*
df %>% View()
# set option to see all columns and fewer rows
options(dplyr.width = Inf, dplyr.print_min = 6)
# reset options to defaults (or just close R)
options(dplyr.width = NULL, dplyr.print_min = 10)
# for good measure, don't forget about glimpse()...
df %>% glimpse()
R Function to print columns and rows in tibble - what am I doing wrong?
Here's how I would rewrite your function:
print_cols = function(df, ncols, rowstart, rowend) {
if(!is_tibble(df)) {df = as_tibble(df)}
col_starts = seq(from = 1, to = ncol(df), by = ncols)
for(i in col_starts) {
cat("\n")
if(i < tail(col_starts, 1)) {
cols = i + 0:(ncols - 1)
} else { ## last iteration
cols = i:ncol(df)
}
message(sprintf(
"Columns %s to %s: Rows %s to %s",
cols[1], tail(cols, 1),
rowstart, rowend
))
print(df[rowstart:rowend, cols], n = Inf)
}
}
print_cols(mtcars, 8, 2, 3)
# Columns 1 to 8: Rows 2 to 3
# # A tibble: 2 × 8
# mpg cyl disp hp drat wt qsec vs
# <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
# 1 21 6 160 110 3.9 2.88 17.0 0
# 2 22.8 4 108 93 3.85 2.32 18.6 1
#
# Columns 9 to 11: Rows 2 to 3
# # A tibble: 2 × 3
# am gear carb
# <dbl> <dbl> <dbl>
# 1 1 4 4
# 2 1 4 1
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