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skimr

Compact and Flexible Summaries of Data

A simple to use summary function that can be used with pipes and displays nicely in the console. The default summary statistics may be modified by the user as can the default formatting. Support for data frames and vectors is included, and users can implement their own skim methods for specific object types as described in a vignette. Default summaries include support for inline spark graphs. Instructions for managing these on specific operating systems are given in the "Using skimr" vignette and the README.

Functions (21)

deprecated-v1

Deprecated functions from skimr v1

fix_windows_histograms

Fix unicode histograms on Windows

focus

Only show a subset of summary statistics after skimming

get_default_skimmers

View default skimmer names and functions

get_skimmers

Retrieve the summary functions for a specific data type

knit_print

Provide a default printing method for knitr.

mutate.skim_df

Mutate a skim_df

partition

Separate a big skim_df into smaller data frames, by type.

print

Print skim objects

reexports

Objects exported from other packages

repr

Skimr printing within Jupyter notebooks

sfl

Create a skimr function list

skim

Skim a data frame, getting useful summary statistics

skim-attr

Functions for accessing skim_df attributes

skim-obj

Test if an object is compatible with skimr

skim_with

Set or add the summary functions for a particular type of data

skimr-package

Skim a data frame

skimr-vctrs

Functions for working with the vctrs package

stats

Summary statistic functions

summary.skim_df

Summary function for skim_df

to_long

Create "long" skim output

skimr

Compact and Flexible Summaries of Data

v2.1.3

GPL-3

Authors

Elin Waring [cre, aut], Michael Quinn [aut], Amelia McNamara [aut], Eduardo Arino de la Rubia [aut], Hao Zhu [aut], Julia Lowndes [ctb], Shannon Ellis [aut], Hope McLeod [ctb], Hadley Wickham [ctb], Kirill Müller [ctb], RStudio, Inc. [cph] (Spark functions), Connor Kirkpatrick [ctb], Scott Brenstuhl [ctb], Patrick Schratz [ctb], lbusett [ctb], Mikko Korpela [ctb], Jennifer Thompson [ctb], Harris McGehee [ctb], Mark Roepke [ctb], Patrick Kennedy [ctb], Daniel Possenriede [ctb], David Zimmermann [ctb], Kyle Butts [ctb], Bastian Torges [ctb], Rick Saporta [ctb]

Initial release

skimr

Functions (21)

skimr

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