February 2, 2023 Software Open Access

Nicholas Tierney; cregouby; Maëlle Salmon; Nic Crane; Sean Hughes; Mara Averick; tierneyn; Noam Ross; Anthony Raborn; Carson Sievert; Jeroen Ooms; Jim Hester; Matthias Grenié; Romain François; John Muschelli

Dublin Core Export

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  <dc:creator>Nicholas Tierney</dc:creator>
  <dc:creator>cregouby</dc:creator>
  <dc:creator>Maëlle Salmon</dc:creator>
  <dc:creator>Nic Crane</dc:creator>
  <dc:creator>Sean Hughes</dc:creator>
  <dc:creator>Mara Averick</dc:creator>
  <dc:creator>tierneyn</dc:creator>
  <dc:creator>Noam Ross</dc:creator>
  <dc:creator>Anthony Raborn</dc:creator>
  <dc:creator>Carson Sievert</dc:creator>
  <dc:creator>Jeroen Ooms</dc:creator>
  <dc:creator>Jim Hester</dc:creator>
  <dc:creator>Matthias Grenié</dc:creator>
  <dc:creator>Romain François</dc:creator>
  <dc:creator>John Muschelli</dc:creator>
  <dc:date>2023-02-02</dc:date>
  <dc:description>visdat 0.6.0 (2023/02/01) "Superman, Lazlo Bane"
New Feature

vis_value() for visualising all values in a dataset. It rescales values to be between 0 and 1. See #100
vis_binary() for visualising datasets with binary values - similar to vis_value(), but just for binary data (0, 1, NA). See #125. Thank you to Trish Gilholm for her suggested use case for this.
Implemented facetting in vis_dat() and vis_cor(), and vis_miss() see (#78). The next release will implement facetting for vis_value(), vis_binary(), vis_compare(), vis_expect(), and vis_guess().
Implemented data methods for plots with data_vis_dat(), data_vis_cor(), and data_vis_miss() see (#78).
vis_dat() vis_miss() and vis_guess() now render missing values in list-columns (@cregouby #138)
Added abbreviate_vars() function to assist with abbreviating data names (#140)
Percentage missing in columns for vis_miss() is now rounding to integers - for more accurate representation of missingness summaries please use the naniar R package.
A new vignette on customising colour palettes in visdat, "Customising colour palettes in visdat".

Bug Fix

no longer use old version of gather_ (#141)
resolve bug where vis_value() displayed constant values as NA values (#128) - these constant values are now shown as 1.
removed use of the now deprecated "aes_string" from ggplot2
output of plot in vis_expect would reorder columns (#133), fixed in #143 by @muschellij2.

Misc

No longer uses gdtools for testing (#145)
Use cli internally for error messages.
Speed up some internal functions in visdat
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  <dc:identifier>https://zenodo.org/record/7597257</dc:identifier>
  <dc:identifier>10.5281/zenodo.7597257</dc:identifier>
  <dc:identifier>oai:zenodo.org:7597257</dc:identifier>
  <dc:relation>url:https://github.com/ropensci/visdat/tree/v0.6.0</dc:relation>
  <dc:relation>doi:10.5281/zenodo.837273</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:title>ropensci/visdat: visdat 0.6.0 (2023/02/01) "Superman, Lazlo Bane"</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>software</dc:type>
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