Package: salty 0.1.2
salty: Turn Clean Data into Messy Data
Take real or simulated data and salt it with errors commonly found in the wild, such as pseudo-OCR errors, Unicode problems, numeric fields with nonsensical punctuation, bad dates, etc.
Authors:
salty_0.1.2.tar.gz
salty_0.1.2.zip(r-4.7)salty_0.1.2.zip(r-4.6)salty_0.1.2.zip(r-4.5)
salty_0.1.2.tgz(r-4.6-any)salty_0.1.2.tgz(r-4.5-any)
salty_0.1.2.tar.gz(r-4.7-any)salty_0.1.2.tar.gz(r-4.6-any)
salty_0.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
salty/json (API)
NEWS
| # Install 'salty' in R: |
| install.packages('salty', repos = c('https://mdlincoln.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mdlincoln/salty/issues
Last updated from:e03ae1cf19. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 124 | ||
| source / vignettes | OK | 207 | ||
| linux-release-x86_64 | OK | 119 | ||
| macos-release-arm64 | OK | 93 | ||
| macos-oldrel-arm64 | OK | 96 | ||
| windows-devel | OK | 77 | ||
| windows-release | OK | 72 | ||
| windows-oldrel | OK | 84 | ||
| wasm-release | OK | 112 |
Exports:available_shakersinspect_shakerreplacement_shakersalt_capitalizationsalt_decimal_commassalt_deletesalt_digitssalt_emptysalt_insertsalt_letterssalt_nasalt_ocrsalt_punctuationsalt_replacesalt_substitutesalt_swapsalt_whitespaceshaker
Dependencies:assertthatcligluelifecyclemagrittrpurrrrlangstringistringrvctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Access the original source vector for a given shaker function | inspect_shaker |
| Sample a proportion of indices of a vector | p_indices |
| Salt vectors with common data problems | salt salt_capitalization salt_decimal_commas salt_digits salt_letters salt_ocr salt_punctuation salt_whitespace |
| Delete some characters from some values | salt_delete |
| Insert new characters into some values in a vector | salt_insert |
| Remove entire values from a vector | salt_empty salt_na |
| Replace certain patterns into some values in a vector | salt_replace |
| Substitute certain characters in a vector | salt_substitute |
| Randomly swap out entire values in a vector | salt_swap |
| salty: Turn Clean Data Into Messy Data | salty |
| Get a set of values to use in 'salt_' functions | available_shakers replacement_shaker shaker |
