R: Examples for 'broom::data.frame

### ** Examples


td <- tidy(mtcars)

Warning: Data frame tidiers are deprecated and will be removed in an upcoming
release of broom.

td

# A tibble: 11 × 13
   column     n    mean      sd median trimmed    mad   min    max  range   skew
   <chr>  <dbl>   <dbl>   <dbl>  <dbl>   <dbl>  <dbl> <dbl>  <dbl>  <dbl>  <dbl>
 1 mpg       32  20.1     6.03   19.2   19.7    3.65  10.4   33.9   23.5   0.640
 2 cyl       32   6.19    1.79    6      6.23   2      4      8      4    -0.183
 3 disp      32 231.    124.    196.   223.    94.8   71.1  472    401.    0.400
 4 hp        32 147.     68.6   123    141.    52     52    335    283     0.761
 5 drat      32   3.60    0.535   3.70   3.58   0.475  2.76   4.93   2.17  0.279
 6 wt        32   3.22    0.978   3.32   3.15   0.517  1.51   5.42   3.91  0.444
 7 qsec      32  17.8     1.79   17.7   17.8    0.955 14.5   22.9    8.4   0.387
 8 vs        32   0.438   0.504   0      0.423  0      0      1      1     0.252
 9 am        32   0.406   0.499   0      0.385  0      0      1      1     0.382
10 gear      32   3.69    0.738   4      3.62   1      3      5      2     0.555
11 carb      32   2.81    1.62    2      2.65   1      1      8      7     1.10 
# … with 2 more variables: kurtosis <dbl>, se <dbl>

glance(mtcars)

Warning: Data frame tidiers are deprecated and will be removed in an upcoming
release of broom.

# A tibble: 1 × 4
   nrow  ncol complete.obs na.fraction
  <int> <int>        <int>       <dbl>
1    32    11           32           0

library(ggplot2)

Use suppressPackageStartupMessages() to eliminate package startup
messages

# compare mean and standard deviation
ggplot(td, aes(mean, sd)) + geom_point() +
     geom_text(aes(label = column), hjust = 1, vjust = 1) +
     scale_x_log10() + scale_y_log10() + geom_abline()

plot of chunk example-broom-data.frame_tidiers-1

Examples for 'broom::data.frame_tidiers'

Tidiers for data.frame objects