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

MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
  <leader>00000nmm##2200000uu#4500</leader>
  <controlfield tag="005">20230203142655.0</controlfield>
  <controlfield tag="001">7597257</controlfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">cregouby</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">@ropensci</subfield>
    <subfield code="a">Maëlle Salmon</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Nic Crane</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Sean Hughes</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">@tidyverse</subfield>
    <subfield code="a">Mara Averick</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">tierneyn</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">EcoHealth Alliance</subfield>
    <subfield code="a">Noam Ross</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">National Association of Boards of Pharmacy</subfield>
    <subfield code="a">Anthony Raborn</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">@rstudio</subfield>
    <subfield code="a">Carson Sievert</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Berkeley Institute for Data Science</subfield>
    <subfield code="a">Jeroen Ooms</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">@netflix</subfield>
    <subfield code="a">Jim Hester</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">iDiv (German Center for Integrative Biodiversity Research)</subfield>
    <subfield code="a">Matthias Grenié</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">@tidyverse team at Posit</subfield>
    <subfield code="a">Romain François</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Johns Hopkins Bloomberg School of Public Health</subfield>
    <subfield code="a">John Muschelli</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">12816612</subfield>
    <subfield code="z">md5:7b3786c00e561bf1b65e602fcfcdd58f</subfield>
    <subfield code="u">https://zenodo.org/record/7597257/files/ropensci/visdat-v0.6.0.zip</subfield>
  </datafield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2023-02-02</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">software</subfield>
    <subfield code="o">oai:zenodo.org:7597257</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">Telethon Kids Institute</subfield>
    <subfield code="a">Nicholas Tierney</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">ropensci/visdat: visdat 0.6.0 (2023/02/01) "Superman, Lazlo Bane"</subfield>
  </datafield>
  <datafield tag="540" ind1=" " ind2=" ">
    <subfield code="a">Other (Open)</subfield>
  </datafield>
  <datafield tag="650" ind1="1" ind2="7">
    <subfield code="a">cc-by</subfield>
    <subfield code="2">opendefinition.org</subfield>
  </datafield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">visdat 0.6.0 (2023/02/01) "Superman, Lazlo Bane"
New Feature
&lt;ul&gt;
&lt;li&gt;&lt;code&gt;vis_value()&lt;/code&gt; for visualising all values in a dataset. It rescales values to be between 0 and 1. See #100&lt;/li&gt;
&lt;li&gt;&lt;code&gt;vis_binary()&lt;/code&gt; for visualising datasets with binary values - similar to &lt;code&gt;vis_value()&lt;/code&gt;, but just for binary data (0, 1, NA). See #125. Thank you to Trish Gilholm for her suggested use case for this.&lt;/li&gt;
&lt;li&gt;Implemented facetting in &lt;code&gt;vis_dat()&lt;/code&gt; and &lt;code&gt;vis_cor()&lt;/code&gt;, and &lt;code&gt;vis_miss()&lt;/code&gt; see (#78). The next release will implement facetting for &lt;code&gt;vis_value()&lt;/code&gt;, &lt;code&gt;vis_binary()&lt;/code&gt;, &lt;code&gt;vis_compare()&lt;/code&gt;, &lt;code&gt;vis_expect()&lt;/code&gt;, and &lt;code&gt;vis_guess()&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;Implemented data methods for plots with &lt;code&gt;data_vis_dat()&lt;/code&gt;, &lt;code&gt;data_vis_cor()&lt;/code&gt;, and &lt;code&gt;data_vis_miss()&lt;/code&gt; see (#78).&lt;/li&gt;
&lt;li&gt;&lt;code&gt;vis_dat()&lt;/code&gt; &lt;code&gt;vis_miss()&lt;/code&gt; and &lt;code&gt;vis_guess()&lt;/code&gt; now render missing values in list-columns (@cregouby #138)&lt;/li&gt;
&lt;li&gt;Added &lt;code&gt;abbreviate_vars()&lt;/code&gt; function to assist with abbreviating data names (#140)&lt;/li&gt;
&lt;li&gt;Percentage missing in columns for &lt;code&gt;vis_miss()&lt;/code&gt; is now rounding to integers - for more accurate representation of missingness summaries please use the &lt;code&gt;naniar&lt;/code&gt; R package.&lt;/li&gt;
&lt;li&gt;A new vignette on customising colour palettes in visdat, "Customising colour palettes in visdat".&lt;/li&gt;
&lt;/ul&gt;
Bug Fix
&lt;ul&gt;
&lt;li&gt;no longer use old version of &lt;code&gt;gather_&lt;/code&gt; (#141)&lt;/li&gt;
&lt;li&gt;resolve bug where &lt;code&gt;vis_value()&lt;/code&gt; displayed constant values as NA values (#128) - these constant values are now shown as 1.&lt;/li&gt;
&lt;li&gt;removed use of the now deprecated "aes_string" from ggplot2&lt;/li&gt;
&lt;li&gt;output of plot in &lt;code&gt;vis_expect&lt;/code&gt; would reorder columns (&lt;a href="https://github.com/ropensci/visdat/issues/133"&gt;#133&lt;/a&gt;), fixed in &lt;a href="https://github.com/ropensci/visdat/pull/134"&gt;#143&lt;/a&gt; by &lt;a href="https://github.com/muschellij2"&gt;@muschellij2&lt;/a&gt;.&lt;/li&gt;
&lt;/ul&gt;
Misc
&lt;ul&gt;
&lt;li&gt;No longer uses gdtools for testing (#145)&lt;/li&gt;
&lt;li&gt;Use &lt;code&gt;cli&lt;/code&gt; internally for error messages.&lt;/li&gt;
&lt;li&gt;Speed up some internal functions in visdat&lt;/li&gt;
&lt;/ul&gt;</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">url</subfield>
    <subfield code="i">isSupplementTo</subfield>
    <subfield code="a">https://github.com/ropensci/visdat/tree/v0.6.0</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="a">10.5281/zenodo.837273</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.7597257</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">software</subfield>
  </datafield>
</record>