Package: skimr 2.1.5

Elin Waring

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.

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], 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], Henry Morgan Stewart [ctb]

skimr_2.1.5.tar.gz
skimr_2.1.5.zip(r-4.5)skimr_2.1.5.zip(r-4.4)skimr_2.1.5.zip(r-4.3)
skimr_2.1.5.tgz(r-4.4-any)skimr_2.1.5.tgz(r-4.3-any)
skimr_2.1.5.tar.gz(r-4.5-noble)skimr_2.1.5.tar.gz(r-4.4-noble)
skimr_2.1.5.tgz(r-4.4-emscripten)skimr_2.1.5.tgz(r-4.3-emscripten)
skimr.pdf |skimr.html
skimr/json (API)
NEWS

# Install skimr in R:
install.packages('skimr', repos = c('https://ropensci.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/ropensci/skimr/issues

On CRAN:

peer-reviewedropenscisummary-statisticsunconfunconf17

68 exports 1.1k stars 9.45 score 32 dependencies 17 dependents 35.7k downloads

Last updated 1 years agofrom:d5126aa020e703f37740af7ee56a4acb5830fd08 (via main)

Exports:%>%assert_is_one_skim_dfassert_is_skim_dfassert_is_skim_listbase_skimmersbindcomplete_ratecontainscould_be_skim_dfdata_colsdata_rowsdf_namedt_keyends_witheverythingfix_windows_histogramsfocusget_default_skimmer_namesget_default_skimmersget_one_default_skimmerget_one_default_skimmer_namesget_sflget_skimmersgroup_nameshas_skim_type_attributehas_skimmershas_skimr_attributeshas_type_columnhas_variable_columninline_histinline_linegraphis_data_frameis_one_skim_dfis_skim_dfis_skim_listlist_lengths_maxlist_lengths_medianlist_lengths_minlist_max_lengthlist_min_lengthmatchesmax_charmin_charmodify_default_skimmersn_completen_emptyn_missingn_uniquen_whitespacenum_rangeone_ofpartitionsflskimskim_formatskim_teeskim_to_listskim_to_wideskim_withskim_without_chartsskimmers_usedsorted_countstarts_withto_longtop_countsts_endts_startyank

Dependencies:base64encclicpp11digestdplyrevaluatefansifastmapgenericsgluehighrhtmltoolsjsonliteknitrlifecyclemagrittrpillarpkgconfigpurrrR6reprrlangstringistringrtibbletidyrtidyselectutf8vctrswithrxfunyaml

Extending skimr

Rendered fromextending_skimr.Rmdusingknitr::rmarkdownon Jun 01 2024.

Last update: 2022-04-12
Started: 2022-04-12

Skimr defaults

Rendered fromSkimr_defaults.Rmdusingknitr::rmarkdownon Jun 01 2024.

Last update: 2019-11-07
Started: 2018-03-03

Using Fonts

Rendered fromUsing_fonts.Rmdusingknitr::rmarkdownon Jun 01 2024.

Last update: 2019-10-18
Started: 2017-12-20

Using Skimr

Rendered fromskimr.Rmdusingknitr::rmarkdownon Jun 01 2024.

Last update: 2022-12-22
Started: 2019-04-08

Readme and manuals

Help Manual

Help pageTopics
Skim a data frameskimr-package skimr
Deprecated functions from skimr v1deprecated-v1 skim_format skim_to_list skim_to_wide
Fix unicode histograms on Windowsfix_windows_histograms
Only show a subset of summary statistics after skimmingfocus
View default skimmer names and functionsget_default_skimmers get_default_skimmer_names get_one_default_skimmer get_one_default_skimmer_names get_sfl
Retrieve the summary functions for a specific data typeget_skimmers get_skimmers.AsIs get_skimmers.character get_skimmers.complex get_skimmers.Date get_skimmers.default get_skimmers.difftime get_skimmers.factor get_skimmers.haven_labelled get_skimmers.list get_skimmers.logical get_skimmers.numeric get_skimmers.POSIXct get_skimmers.Timespan get_skimmers.ts modify_default_skimmers
Provide a default printing method for knitr.knit_print knit_print.one_skim_df knit_print.skim_df knit_print.skim_list knit_print.summary_skim_df
Mutate a skim_dfmutate.skim_df
Separate a big 'skim_df' into smaller data frames, by type.bind partition yank
Print 'skim' objectsprint print.skim_df print.skim_list print.summary_skim_df
Skimr printing within Jupyter notebooksrepr repr_text.one_skim_df repr_text.skim_df repr_text.skim_list
Create a skimr function listsfl
Skim a data frame, getting useful summary statisticsskim skim_tee skim_without_charts
Set or add the summary functions for a particular type of dataskim_with
Functions for accessing skim_df attributesbase_skimmers data_cols data_rows df_name dt_key group_names skim-attr skimmers_used
Test if an object is compatible with 'skimr'assert_is_one_skim_df assert_is_skim_df assert_is_skim_list could_be_skim_df has_skimmers has_skimr_attributes has_skim_type_attribute has_type_column has_variable_column is_data_frame is_one_skim_df is_skim_df is_skim_list skim-obj
Summary statistic functionscomplete_rate inline_hist inline_linegraph list_lengths_max list_lengths_median list_lengths_min list_max_length list_min_length max_char min_char n_complete n_empty n_missing n_unique n_whitespace sorted_count stats top_counts ts_end ts_start
Summary function for skim_dfsummary.skim_df
Create "long" skim outputto_long to_long.default to_long.skim_df