Package: na.tools 0.3.2
Christopher Brown
na.tools: Comprehensive Library for Working with Missing (NA) Values in Vectors
This comprehensive toolkit provide a consistent and extensible framework for working with missing values in vectors. The companion package 'tidyimpute' provides similar functionality for list-like and table-like structures). Functions exist for detection, removal, replacement, imputation, recollection, etc. of 'NAs'.
Authors:
na.tools_0.3.2.tar.gz
na.tools_0.3.2.zip(r-4.5)na.tools_0.3.2.zip(r-4.4)na.tools_0.3.2.zip(r-4.3)
na.tools_0.3.2.tgz(r-4.4-any)na.tools_0.3.2.tgz(r-4.3-any)
na.tools_0.3.2.tar.gz(r-4.5-noble)na.tools_0.3.2.tar.gz(r-4.4-noble)
na.tools_0.3.2.tgz(r-4.4-emscripten)na.tools_0.3.2.tgz(r-4.3-emscripten)
na.tools.pdf |na.tools.html✨
na.tools/json (API)
NEWS
| # Install 'na.tools' in R: |
| install.packages('na.tools', repos = c('https://decisionpatterns.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/decisionpatterns/na.tools/issues
Last updated 6 years agofrom:0af161bf63. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 18 2024 |
| R-4.5-win | OK | Sep 18 2024 |
| R-4.5-linux | OK | Sep 18 2024 |
| R-4.4-win | OK | Sep 18 2024 |
| R-4.4-mac | OK | Sep 18 2024 |
| R-4.3-win | OK | Sep 18 2024 |
| R-4.3-mac | OK | Sep 18 2024 |
Exports:all_naany_nacoerce_safeis_nan_naNA_explicit_NA_logicalna.bootstrapna.constantna.cummaxna.cumminna.cumprodna.cumsumna.explicitna.falsena.howmanyna.implicitna.infna.maxna.meanna.medianna.minna.modena.most_freqna.nna.neginfna.pctna.quantilena.replacena.resamplena.rmna.truena.unreplacena.zeropct_nawhich_na
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Tests for missing values | all_na all_na.default any_na is_na which_na |
| coerce_safe | coerce_safe |
| Imputation by Cummutative Functions Impute using replacement values calculated from a univariate, cummuative function. | impute-commutative na.max na.mean na.median na.min na.mode na.most_freq na.quantile |
| Impute by Constant Value Replaces 'NA's by a constant | impute-constant na.constant na.false na.inf na.neginf na.true na.zero |
| non-commutative imputation Impute missing values using non-commutative functions, i.e. where the order *matters*. | impute-noncommutative na.cummax na.cummin na.cumprod na.cumsum |
| Counts how many values are NA | na.howmany na.n na.pct n_na pct_na |
| NA_explicit_ | NA_explicit_ |
| NA_logical | NA_logical |
| na.bootstrap | na.bootstrap na.resample |
| Replace Missing Values | na.explicit na.replace |
| na.rm | na.rm |
| na.unreplace | na.implicit na.unreplace na.unreplace.character na.unreplace.default na.unreplace.factor |
