require(skimr)
data <- data.frame(x = 1, X = 2)
print(data)
summary(data)
skim(data)
Results:
R version 4.0.2 (2020-06-22) -- "Taking Off Again"
Copyright (C) 2020 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
Natural language support but running in an English locale
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> require(skimr)
data <- data.frame(x = 1, X = 2)
print(data)
summary(data)
skim(data)
Loading required package: skimr
x X
1 1 2
x X
Min. :1 Min. :2
1st Qu.:1 1st Qu.:2
Median :1 Median :2
Mean :1 Mean :2
3rd Qu.:1 3rd Qu.:2
Max. :1 Max. :2
Error: Problem with `summarise()` input `skimmed`.
✖ Names must be unique.
✖ These names are duplicated:
* "n_missing" at locations 2 and 3.
* "complete_rate" at locations 4 and 5.
* "numeric.mean" at locations 6 and 7.
* "numeric.sd" at locations 8 and 9.
* "numeric.p0" at locations 10 and 11.
* ...
ℹ Use argument `names_repair` to specify repair strategy.
ℹ Input `skimmed` is `purrr::map2(...)`.
ℹ The error occurred in group 1: skim_type = "numeric".
Run `rlang::last_error()` to see where the error occurred.
> R.version
_
platform x86_64-pc-linux-gnu
arch x86_64
os linux-gnu
system x86_64, linux-gnu
status
major 4
minor 0.2
year 2020
month 06
day 22
svn rev 78730
language R
version.string R version 4.0.2 (2020-06-22)
nickname Taking Off Again
> sessionInfo()
R version 4.0.2 (2020-06-22)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: Debian GNU/Linux rodete
Matrix products: default
BLAS: /opt/R/4.0.2/lib/R/lib/libRblas.so
LAPACK: /opt/R/4.0.2/lib/R/lib/libRlapack.so
locale:
[1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C
[3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8
[5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8
[7] LC_PAPER=en_US.UTF-8 LC_NAME=C
[9] LC_ADDRESS=C LC_TELEPHONE=C
[11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] skimr_2.1.2
loaded via a namespace (and not attached):
[1] tidyr_1.1.1 fansi_0.4.1 assertthat_0.2.1 digest_0.6.25
[5] crayon_1.3.4 dplyr_1.0.1 repr_1.1.0 R6_2.4.1
[9] jsonlite_1.7.0 lifecycle_0.2.0 magrittr_1.5 pillar_1.4.6
[13] cli_2.0.2 rlang_0.4.7 vctrs_0.3.2 generics_0.0.2
[17] ellipsis_0.3.1 tools_4.0.2 glue_1.4.1 purrr_0.3.4
[21] xfun_0.16 compiler_4.0.2 base64enc_0.1-3 pkgconfig_2.0.3
[25] htmltools_0.5.0 knitr_1.29 tidyselect_1.1.0 tibble_3.0.3
Reproducible example:
Results: