Package: naniar 1.1.0.9000
![](https://github.com/njtierney/naniar/raw/HEAD/man/figures/logo.png)
naniar: Data Structures, Summaries, and Visualisations for Missing Data
Missing values are ubiquitous in data and need to be explored and handled in the initial stages of analysis. 'naniar' provides data structures and functions that facilitate the plotting of missing values and examination of imputations. This allows missing data dependencies to be explored with minimal deviation from the common work patterns of 'ggplot2' and tidy data. The work is fully discussed at Tierney & Cook (2023) <doi:10.18637/jss.v105.i07>.
Authors:
naniar_1.1.0.9000.tar.gz
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naniar.pdf |naniar.html✨
naniar/json (API)
NEWS
# Install 'naniar' in R: |
install.packages('naniar', repos = c('https://njtierney.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/njtierney/naniar/issues
- common_na_numbers - Common number values for NA
- common_na_strings - Common string values for NA
- oceanbuoys - West Pacific Tropical Atmosphere Ocean Data, 1993 & 1997.
- pedestrian - Pedestrian count information around Melbourne for 2016
- riskfactors - The Behavioral Risk Factor Surveillance System (BRFSS) Survey Data, 2009.
data-visualisationggplot2missing-datamissingnesstidy-data
Last updated 6 months agofrom:255cb2550f. Checks:OK: 1 NOTE: 6. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Aug 13 2024 |
R-4.5-win | NOTE | Aug 13 2024 |
R-4.5-linux | NOTE | Aug 13 2024 |
R-4.4-win | NOTE | Aug 13 2024 |
R-4.4-mac | NOTE | Aug 13 2024 |
R-4.3-win | NOTE | Aug 13 2024 |
R-4.3-mac | NOTE | Aug 13 2024 |
Exports:.where%>%add_any_missadd_label_missingsadd_label_shadowadd_miss_clusteradd_n_missadd_prop_missadd_shadowadd_shadow_shiftall_completeall_missall_naany_completeany_missany_naany_shadeare_naare_shadeas_shadowas_shadow_upsetbind_shadowcast_shadowcast_shadow_shiftcast_shadow_shift_labelcomplete_case_pctcomplete_case_propcomplete_var_pctcomplete_var_propdraw_key_missing_pointgather_shadowgeom_miss_pointGeomMissPointgg_miss_casegg_miss_case_cumsumgg_miss_fctgg_miss_spangg_miss_upsetgg_miss_vargg_miss_var_cumsumgg_miss_whichimpute_belowimpute_below_allimpute_below_atimpute_below_ifimpute_factorimpute_fixedimpute_meanimpute_mean_allimpute_mean_atimpute_mean_ifimpute_medianimpute_median_allimpute_median_atimpute_median_ifimpute_modeimpute_zerois_nais_shadelabel_miss_1dlabel_miss_2dlabel_missingsmcar_testmiss_case_cumsummiss_case_pctmiss_case_propmiss_case_summarymiss_case_tablemiss_prop_summarymiss_scan_countmiss_summarymiss_var_cumsummiss_var_pctmiss_var_propmiss_var_runmiss_var_spanmiss_var_summarymiss_var_tablemiss_var_whichn_case_completen_case_missn_completen_complete_rown_missn_miss_rown_var_completen_var_missnabularpct_completepct_complete_casepct_complete_varpct_misspct_miss_casepct_miss_varprop_completeprop_complete_caseprop_complete_rowprop_complete_varprop_missprop_miss_caseprop_miss_rowprop_miss_varrecode_shadowreplace_na_withreplace_to_nareplace_with_nareplace_with_na_allreplace_with_na_atreplace_with_na_ifset_n_missset_prop_missshadeshadow_longshadow_shiftstat_miss_pointStatMissPointunbind_dataunbind_shadowvis_misswhere_nawhich_are_shadewhich_na
Dependencies:bitbit64clicliprcolorspacecpp11crayondplyrfansifarverforcatsgenericsggplot2gluegridExtragtablehmsisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmenormpillarpkgconfigplyrprettyunitsprogresspurrrR6RColorBrewerRcppreadrrlangscalesstringistringrtibbletidyrtidyselecttzdbUpSetRutf8vctrsviridisviridisLitevisdatvroomwithr
Exploring Imputed Values
Rendered fromexploring-imputed-values.Rmd
usingknitr::rmarkdown
on Aug 13 2024.Last update: 2022-12-11
Started: 2018-08-21
Gallery of Missing Data Visualisations
Rendered fromnaniar-visualisation.Rmd
usingknitr::rmarkdown
on Aug 13 2024.Last update: 2024-03-16
Started: 2017-08-04
Getting Started with naniar
Rendered fromnaniar.Rmd
usingknitr::rmarkdown
on Aug 13 2024.Last update: 2024-03-16
Started: 2024-03-16
Replacing values with NA
Rendered fromreplace-with-na.Rmd
usingknitr::rmarkdown
on Aug 13 2024.Last update: 2022-12-11
Started: 2018-01-18
Special Missing Values
Rendered fromspecial-missing-values.Rmd
usingknitr::rmarkdown
on Aug 13 2024.Last update: 2024-03-16
Started: 2018-08-20