Other packages > Find by keyword >

naniar  

Data Structures, Summaries, and Visualisations for Missing Data
View on CRAN: Click here


Download and install naniar package within the R console
Install from CRAN:
install.packages("naniar")

Install from Github:
library("remotes")
install_github("cran/naniar")

Install by package version:
library("remotes")
install_version("naniar", "1.1.0")



Attach the package and use:
library("naniar")
Maintained by
Nicholas Tierney
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-08-09
Latest Update: 2024-03-05
Description:
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) .
How to cite:
Nicholas Tierney (2017). naniar: Data Structures, Summaries, and Visualisations for Missing Data. R package version 1.1.0, https://cran.r-project.org/web/packages/naniar. Accessed 15 Jul. 2026.
Previous versions and publish date:
(2026-07-09 06:24), 0.1.0 (2017-08-09 06:06), 0.2.0 (2018-02-09 07:01), 0.3.0 (2018-06-07 18:18), 0.3.1 (2018-06-08 10:03), 0.4.0.0 (2018-09-10 14:40), 0.4.1 (2018-11-20 09:20), 0.4.2 (2019-02-15 15:30), 0.5.0 (2020-02-28 08:20), 0.5.1 (2020-05-01 00:00), 0.5.2 (2020-06-29 10:00), 0.6.0 (2020-09-02 11:50), 0.6.1 (2021-05-14 12:20), 1.0.0 (2023-02-02 10:50)
Other packages that cited naniar R package
View naniar citation profile
Other R packages that naniar depends, imports, suggests or enhances
Complete documentation for naniar
Functions, R codes and Examples using the naniar R package
Some associated functions: add_any_miss . add_label_missings . add_label_shadow . add_miss_cluster . add_n_miss . add_prop_miss . add_shadow . add_shadow_shift . add_span_counter . all-is-miss-complete . any-na . any_row_miss . as_shadow . as_shadow_upset . bind_shadow . cast_shadow . cast_shadow_shift . cast_shadow_shift_label . common_na_numbers . common_na_strings . draw_key . gather_shadow . geom_miss_point . gg_miss_case . gg_miss_case_cumsum . gg_miss_fct . gg_miss_span . gg_miss_upset . gg_miss_var . gg_miss_var_cumsum . gg_miss_which . impute_below . impute_below_all . impute_below_at . impute_below_if . impute_mean . impute_median . is_shade . label_miss_1d . label_miss_2d . label_missings . mcar_test . miss-pct-prop-defunct . miss_case_cumsum . miss_case_summary . miss_case_table . miss_prop_summary . miss_scan_count . miss_summary . miss_var_cumsum . miss_var_run . miss_var_span . miss_var_summary . miss_var_table . miss_var_which . n-var-case-complete . n-var-case-miss . n_complete . n_complete_row . n_miss . n_miss_row . nabular . naniar-ggproto . naniar . oceanbuoys . pct-miss-complete-case . pct-miss-complete-var . pct_complete . pct_miss . pedestrian . plotly_helpers . prop-miss-complete-case . prop-miss-complete-var . prop_complete . prop_complete_row . prop_miss . prop_miss_row . recode_shadow . reexports . replace_to_na . replace_with_na . replace_with_na_all . replace_with_na_at . replace_with_na_if . riskfactors . scoped-impute_mean . scoped-impute_median . set-prop-n-miss . shade . shadow_long . shadow_shift.numeric . shadow_shift . stat_miss_point . unbinders . where . where_na . which_are_shade . which_na . 
Some associated R codes: add-cols.R . add-n-prop-miss.R . cast-shadows.R . data-common-na-numbers.R . data-common-na-strings.R . data-oceanbuoys.R . data-pedestrian.R . data-riskfactors.R . geom-miss-point.R . geom2plotly.R . gg-miss-case-cumsum.R . gg-miss-case.R . gg-miss-fct.R . gg-miss-span.R . gg-miss-upset.R . gg-miss-var-cumsum.R . gg-miss-var.R . gg-miss-which.R . helpers.R . impute-median.R . impute_below.R . impute_mean.R . label-miss.R . legend-draw.R . mcar-test.R . miss-complete-x-pct-prop.R . miss-prop-pct-summary.R . miss-scan-count.R . miss-x-cumsum.R . miss-x-run.R . miss-x-span.R . miss-x-summary.R . miss-x-table.R . n-prop-miss-complete-rows.R . n-prop-miss-complete.R . n-var-miss.R . nabular.R . naniar-ggproto.R . naniar-package.R . prop-pct-var-case-miss-complete.R . replace-to-na.R . replace-with-na.R . scoped-replace-with-na.R . set-n-prop-miss.R . shade.R . shadow-recode.R . shadow-shifters.R . shadows.R . stat-miss-point.R . utils.R . where-na.R .  Full naniar package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SECFISH  
Disaggregate Variable Costs
These functions were developed within SECFISH project (Strengthening regional cooperation in the are ...
Download / Learn more Package Citations See dependency  
gamlss.add  
Extra Additive Terms for Generalized Additive Models for Location Scale and Shape
Interface for extra smooth functions including tensor products, neural networks and decision trees. ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
pulseTD  
Identification of Transcriptional Dynamics using Pulse Models via 4su-Seq Data and RNA-Seq Data
A tool for analyzing the transcription, processing and degradation rates of genes by 4sU-seq (the Me ...
Download / Learn more Package Citations See dependency  
binhf  
Haar-Fisz Functions for Binomial Data
Binomial Haar-Fisz transforms for Gaussianization as in Nunes and Nason (2009). ...
Download / Learn more Package Citations See dependency  
gscaLCA  
Generalized Structure Component Analysis- Latent Class Analysis & Latent Class Regression
Execute Latent Class Analysis (LCA) and Latent Class Regression (LCR) by using Generalized Structu ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA