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ropensci/visdat: The Northern Lights Moonwalker

Nicholas Tierney; Jennifer (Jenny) Bryan; Sean Hughes; Noam Ross; Mara Averick; Stuart Lee; Maëlle Salmon; Carson Sievert


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  <identifier identifierType="DOI">10.5281/zenodo.1302886</identifier>
  <creators>
    <creator>
      <creatorName>Nicholas Tierney</creatorName>
      <affiliation>Monash University</affiliation>
    </creator>
    <creator>
      <creatorName>Jennifer (Jenny) Bryan</creatorName>
      <affiliation>@rstudio</affiliation>
    </creator>
    <creator>
      <creatorName>Sean Hughes</creatorName>
      <affiliation></affiliation>
    </creator>
    <creator>
      <creatorName>Noam Ross</creatorName>
      <affiliation>EcoHealth Alliance</affiliation>
    </creator>
    <creator>
      <creatorName>Mara Averick</creatorName>
      <affiliation></affiliation>
    </creator>
    <creator>
      <creatorName>Stuart Lee</creatorName>
      <affiliation></affiliation>
    </creator>
    <creator>
      <creatorName>Maëlle Salmon</creatorName>
      <affiliation>@ropensci @lockedata</affiliation>
    </creator>
    <creator>
      <creatorName>Carson Sievert</creatorName>
      <affiliation>Sievert Consulting LLC, @plotly</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Ropensci/Visdat: The Northern Lights Moonwalker</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2018</publicationYear>
  <dates>
    <date dateType="Issued">2018-07-02</date>
  </dates>
  <resourceType resourceTypeGeneral="Software"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/1302886</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsSupplementTo">https://github.com/ropensci/visdat/tree/0.5.0</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.837273</relatedIdentifier>
  </relatedIdentifiers>
  <version>0.5.0</version>
  <rightsList>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">New Features
&lt;ul&gt;
&lt;li&gt;&lt;code&gt;vis_compare()&lt;/code&gt; for comparing two dataframes of the same dimensions&lt;/li&gt;
&lt;li&gt;&lt;code&gt;vis_expect()&lt;/code&gt; for visualising where certain values of expectations occur in the data&lt;ul&gt;
&lt;li&gt;Added NA colours to &lt;code&gt;vis_expect&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;Added &lt;code&gt;show_perc&lt;/code&gt; arg to &lt;code&gt;vis_expect&lt;/code&gt; to show the percentage of expectations that are TRUE. #73&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;&lt;code&gt;vis_cor&lt;/code&gt; to visualise correlations in a dataframe&lt;/li&gt;
&lt;li&gt;&lt;code&gt;vis_guess()&lt;/code&gt; for displaying the likely type for each cell in a dataframe&lt;/li&gt;
&lt;li&gt;Added draft &lt;code&gt;vis_expect&lt;/code&gt; to make it easy to look at certain appearances of numbers in your data.&lt;/li&gt;
&lt;li&gt;visdat is now under the rOpenSci github repository&lt;/li&gt;
&lt;/ul&gt;
Minor Changes
&lt;ul&gt;
&lt;li&gt;added CITATION for visdat to cite the JOSS article&lt;/li&gt;
&lt;li&gt;updated options for &lt;code&gt;vis_cor&lt;/code&gt; to use argument &lt;code&gt;na_action&lt;/code&gt; not &lt;code&gt;use_op&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;cleaned up the organisation of the files and internal functions&lt;/li&gt;
&lt;li&gt;Added appropriate legend and x axis for &lt;code&gt;vis_miss_ly&lt;/code&gt; - thanks to Stuart Lee&lt;/li&gt;
&lt;li&gt;Updated the &lt;code&gt;paper.md&lt;/code&gt; for JOSS&lt;/li&gt;
&lt;li&gt;Updated some old links in doco&lt;/li&gt;
&lt;li&gt;Added Sean Hughes and Mara Averick to the DESCRIPTION with &lt;code&gt;ctb&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;Minor changes to the paper for JOSS&lt;/li&gt;
&lt;/ul&gt;
Bug Fixes
&lt;ul&gt;
&lt;li&gt;&lt;p&gt;Fix bug reported in &lt;a href="https://github.com/ropensci/visdat/issues/75"&gt;#75&lt;/a&gt; 
where &lt;code&gt;vis_dat(diamonds)&lt;/code&gt; errored &lt;code&gt;seq_len(nrow(x))&lt;/code&gt; inside internal 
function &lt;code&gt;vis_gather_&lt;/code&gt;, used to calculate the row numbers. Using 
&lt;code&gt;mutate(rows = dplyr::row_number())&lt;/code&gt; solved the issue.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Fix bug reported in &lt;a href="https://github.com/ropensci/visdat/issues/72"&gt;#72&lt;/a&gt;
where &lt;code&gt;vis_miss&lt;/code&gt; errored when one column was given to it. This was an issue
with using &lt;code&gt;limits&lt;/code&gt; inside &lt;code&gt;scale_x_discrete&lt;/code&gt; - which is used to order the
columns of the data. It is not necessary to order one column of data, so I
created an if-else to avoid this step and return the plot early.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Fix visdat x axis alignment when show_perc_col = FALSE - &lt;a href="https://github.com/ropensci/visdat/issues/82"&gt;#82&lt;/a&gt;&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;fix visdat x axis alignment - &lt;a href="https://github.com/ropensci/visdat/issues/57"&gt;issue 57&lt;/a&gt;&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;fix bug where the column percentage missing would print to be NA when it was exactly equal to 0.1% missing. - &lt;a href="https://github.com/ropensci/visdat/issues/62"&gt;issue 62&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;code&gt;vis_cor&lt;/code&gt; didn't gather variables for plotting appropriately - now fixed&lt;/li&gt;
&lt;/ul&gt;</description>
  </descriptions>
</resource>
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