January 24, 2020 Software Open Access

Michael Waskom; Olga Botvinnik; Joel Ostblom; Saulius Lukauskas; Paul Hobson; MaozGelbart; David C Gemperline; Tom Augspurger; Yaroslav Halchenko; John B. Cole; Jordi Warmenhoven; Julian de Ruiter; Cameron Pye; Stephan Hoyer; Jake Vanderplas; Santi Villalba; Gero Kunter; Eric Quintero; Pete Bachant; Marcel Martin; Kyle Meyer; Corban Swain; Alistair Miles; Thomas Brunner; Drew O'Kane; Tal Yarkoni; Mike Lee Williams; Constantine Evans; Clark Fitzgerald; Brian

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">20201220205030.0</controlfield>
  <controlfield tag="001">3629445</controlfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">@czbiohub</subfield>
    <subfield code="a">Olga Botvinnik</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Joel Ostblom</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Saulius Lukauskas</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">@Geosyntec</subfield>
    <subfield code="a">Paul Hobson</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">MaozGelbart</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">David C Gemperline</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">@ContinuumIO</subfield>
    <subfield code="a">Tom Augspurger</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Dartmouth College, @Debian, @DataLad, @PyMVPA, @fail2ban</subfield>
    <subfield code="a">Yaroslav Halchenko</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">John B. Cole</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Jordi Warmenhoven</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Netherlands Cancer Institute (NKI-AVL)</subfield>
    <subfield code="a">Julian de Ruiter</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Unnatural Products Inc.</subfield>
    <subfield code="a">Cameron Pye</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">@google</subfield>
    <subfield code="a">Stephan Hoyer</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Google</subfield>
    <subfield code="a">Jake Vanderplas</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Santi Villalba</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Universität Siegen</subfield>
    <subfield code="a">Gero Kunter</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Eric Quintero</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">@WindESCo</subfield>
    <subfield code="a">Pete Bachant</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Marcel Martin</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Kyle Meyer</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Corban Swain</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Oxford</subfield>
    <subfield code="a">Alistair Miles</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Technical University of Munich</subfield>
    <subfield code="a">Thomas Brunner</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">The Climate Corporation</subfield>
    <subfield code="a">Drew O'Kane</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Texas</subfield>
    <subfield code="a">Tal Yarkoni</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Mike Lee Williams</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">The Evans Foundation for Molecular Medicine</subfield>
    <subfield code="a">Constantine Evans</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">CSU Sacramento, Mathematics and Statistics Department</subfield>
    <subfield code="a">Clark Fitzgerald</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Brian</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">348092</subfield>
    <subfield code="z">md5:58db29d4775ea784fc37219064c608a0</subfield>
    <subfield code="u">https://zenodo.org/record/3629445/files/mwaskom/seaborn-v0.9.1.zip</subfield>
  </datafield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2020-01-24</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">software</subfield>
    <subfield code="p">user-zenodo</subfield>
    <subfield code="o">oai:zenodo.org:3629445</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">Center for Neural Science, NYU</subfield>
    <subfield code="a">Michael Waskom</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">mwaskom/seaborn: v0.9.1 (January 2020)</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">user-zenodo</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">v0.9.1 (January 2020)
&lt;p&gt;This is a minor release with a number of bug fixes and adaptations to
changes in seaborn's dependencies. There are also several new features.&lt;/p&gt;
&lt;p&gt;This is the final version of seaborn that will support Python 2.7 or
3.5.&lt;/p&gt;
New features
&lt;ul&gt;
&lt;li&gt;Added more control over the arrangement of the elements drawn by
&lt;code&gt;clustermap&lt;/code&gt; with the &lt;code&gt;{dendrogram,colors}_ratio&lt;/code&gt; and &lt;code&gt;cbar_pos&lt;/code&gt;
parameters. Additionally, the default organization and scaling with
different figure sizes has been improved.&lt;/li&gt;
&lt;li&gt;Added the &lt;code&gt;corner&lt;/code&gt; option to &lt;code&gt;PairGrid&lt;/code&gt; and &lt;code&gt;pairplot&lt;/code&gt; to make a
grid without the upper triangle of bivariate axes.&lt;/li&gt;
&lt;li&gt;Added the ability to seed the random number generator for the
bootstrap used to define error bars in several plots. Relevant
functions now have a &lt;code&gt;seed&lt;/code&gt; parameter, which can take either fixed
seed (typically an &lt;code&gt;int&lt;/code&gt;) or a numpy random number generator object
(either the newer &lt;code&gt;numpy.random.Generator&lt;/code&gt; or the older
&lt;code&gt;numpy.random.mtrand.RandomState&lt;/code&gt;).&lt;/li&gt;
&lt;li&gt;Generalized the idea of "diagonal" axes in &lt;code&gt;PairGrid&lt;/code&gt; to any axes
that share an x and y variable.&lt;/li&gt;
&lt;li&gt;In &lt;code&gt;PairGrid&lt;/code&gt;, the &lt;code&gt;hue&lt;/code&gt; variable is now excluded from the default
list of variables that make up the rows and columns of the grid.&lt;/li&gt;
&lt;li&gt;Exposed the &lt;code&gt;layout_pad&lt;/code&gt; parameter in &lt;code&gt;PairGrid&lt;/code&gt; and set a smaller
default than what matptlotlib sets for more efficient use of space
in dense grids.&lt;/li&gt;
&lt;li&gt;It is now possible to force a categorical interpretation of the
&lt;code&gt;hue&lt;/code&gt; varaible in a relational plot by passing the name of a
categorical palette (e.g. &lt;code&gt;"deep"&lt;/code&gt;, or &lt;code&gt;"Set2"&lt;/code&gt;). This complements
the (previously supported) option of passig a list/dict of colors.&lt;/li&gt;
&lt;li&gt;Added the &lt;code&gt;tree_kws&lt;/code&gt; parameter to &lt;code&gt;clustermap&lt;/code&gt; to control the
properties of the lines in the dendrogram.&lt;/li&gt;
&lt;li&gt;Added the ability to pass hierarchical label names to the
&lt;code&gt;FacetGrid&lt;/code&gt; legend, which also fixes a bug in &lt;code&gt;relplot&lt;/code&gt; when the
same label appeared in diffent semantics.&lt;/li&gt;
&lt;li&gt;Improved support for grouping observations based on pandas index
information in categorical plots.&lt;/li&gt;
&lt;/ul&gt;
Bug fixes and adaptations
&lt;ul&gt;
&lt;li&gt;Avoided an error when singular data is passed to &lt;code&gt;kdeplot&lt;/code&gt;, issuing
a warning instead. This makes &lt;code&gt;pairplot&lt;/code&gt; more robust.&lt;/li&gt;
&lt;li&gt;Fixed the behavior of &lt;code&gt;dropna&lt;/code&gt; in &lt;code&gt;PairGrid&lt;/code&gt; to properly exclude
null datapoints from each plot when set to &lt;code&gt;True&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;Fixed an issue where &lt;code&gt;regplot&lt;/code&gt; could interfere with other axes in a
multi-plot matplotlib figure.&lt;/li&gt;
&lt;li&gt;Semantic variables with a &lt;code&gt;category&lt;/code&gt; data type will always be
treated as categorical in relational plots.&lt;/li&gt;
&lt;li&gt;Avoided a warning about color specifications that arose from
&lt;code&gt;boxenplot&lt;/code&gt; on newer matplotlibs.&lt;/li&gt;
&lt;li&gt;Adapted to a change in how matplotlib scales axis margins, which
caused multiple calls to &lt;code&gt;regplot&lt;/code&gt; with &lt;code&gt;truncate=False&lt;/code&gt; to
progressively expand the x axis limits. Because there are currently
limitations on how autoscaling works in matplotlib, the default
value for &lt;code&gt;truncate&lt;/code&gt; in seaborn has also been changed to &lt;code&gt;True&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;Relational plots no longer error when hue/size data are inferred to
be numeric but stored with a string datatype.&lt;/li&gt;
&lt;li&gt;Relational plots now consider semantics with only a single value
that can be interpreted as boolean (0 or 1) to be categorical, not
numeric.&lt;/li&gt;
&lt;li&gt;Relational plots now handle list or dict specifications for &lt;code&gt;sizes&lt;/code&gt;
correctly.&lt;/li&gt;
&lt;li&gt;Fixed an issue in &lt;code&gt;pointplot&lt;/code&gt; where missing levels of a hue variable
would cause an exception after a recent update in matplotlib.&lt;/li&gt;
&lt;li&gt;Fixed a bug when setting the rotation of x tick labels on a
&lt;code&gt;FacetGrid&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;Fixed a bug where values would be excluded from categorical plots
when only one variable was a pandas &lt;code&gt;Series&lt;/code&gt; with a non-default
index.&lt;/li&gt;
&lt;li&gt;Fixed a bug when using &lt;code&gt;Series&lt;/code&gt; objects as arguments for &lt;code&gt;x_partial&lt;/code&gt;
or &lt;code&gt;y_partial&lt;/code&gt; in &lt;code&gt;regplot&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;Fixed a bug when passing a &lt;code&gt;norm&lt;/code&gt; object and using color annotations
in &lt;code&gt;clustermap&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;Fixed a bug where annotations were not rearranged to match the
clustering in &lt;code&gt;clustermap&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;Fixed a bug when trying to call &lt;code&gt;set&lt;/code&gt; while specifying a list of
colors for the palette.&lt;/li&gt;
&lt;li&gt;Fixed a bug when resetting the color code short-hands to the
matplotlib default.&lt;/li&gt;
&lt;li&gt;Avoided errors from stricter type checking in upcoming &lt;code&gt;numpy&lt;/code&gt;
changes.&lt;/li&gt;
&lt;li&gt;Avoided error/warning in &lt;code&gt;lineplot&lt;/code&gt; when plotting categoricals with
empty levels.&lt;/li&gt;
&lt;li&gt;Allowed &lt;code&gt;colors&lt;/code&gt; to be passed through to a bivariate &lt;code&gt;kdeplot&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;Standardized the output format of custom color palette functions.&lt;/li&gt;
&lt;li&gt;Fixed a bug where legends for numerical variables in a relational
plot could show a surprisingly large number of decimal places.&lt;/li&gt;
&lt;li&gt;Improved robustness to missing values in distribution plots.&lt;/li&gt;
&lt;li&gt;Made it possible to specify the location of the &lt;code&gt;FacetGrid&lt;/code&gt; legend
using matplotlib keyword arguments.&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/mwaskom/seaborn/tree/v0.9.1</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="a">10.5281/zenodo.592845</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.3629445</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">software</subfield>
  </datafield>
</record>