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The following commit(s) were added to refs/heads/asf-staging by this push:
     new d3cab8f  Publish built docs triggered by 
4b262be15202f5efb9a963faf66452f7fb0bbad3
d3cab8f is described below

commit d3cab8f659e5d17dc55d25f4fc8433497cc5149b
Author: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
AuthorDate: Thu Jan 9 11:59:00 2025 +0000

    Publish built docs triggered by 4b262be15202f5efb9a963faf66452f7fb0bbad3
---
 _sources/autoapi/datafusion/index.rst.txt          |  16 +++++-
 .../autoapi/datafusion/record_batch/index.rst.txt  |  16 +++++-
 autoapi/datafusion/index.html                      |  32 +++++++++++-
 autoapi/datafusion/record_batch/index.html         |  32 +++++++++++-
 genindex.html                                      |  16 +++++-
 objects.inv                                        | Bin 5826 -> 5837 bytes
 searchindex.js                                     |   2 +-
 user-guide/common-operations/aggregations.html     |  54 ++++++++++-----------
 user-guide/common-operations/basic-info.html       |  46 +++++++++---------
 user-guide/common-operations/functions.html        |  20 ++++----
 user-guide/common-operations/windows.html          |  28 +++++------
 11 files changed, 181 insertions(+), 81 deletions(-)

diff --git a/_sources/autoapi/datafusion/index.rst.txt 
b/_sources/autoapi/datafusion/index.rst.txt
index ffa7bbe..6374b5c 100644
--- a/_sources/autoapi/datafusion/index.rst.txt
+++ b/_sources/autoapi/datafusion/index.rst.txt
@@ -821,6 +821,20 @@ Package Contents
    This constructor is typically not called by the end user.
 
 
+   .. py:method:: __aiter__() -> typing_extensions.Self
+
+      Async iterator function.
+
+
+
+   .. py:method:: __anext__() -> RecordBatch
+      :async:
+
+
+      Async iterator function.
+
+
+
    .. py:method:: __iter__() -> typing_extensions.Self
 
       Iterator function.
@@ -833,7 +847,7 @@ Package Contents
 
 
 
-   .. py:method:: next() -> RecordBatch | None
+   .. py:method:: next() -> RecordBatch
 
       See :py:func:`__next__` for the iterator function.
 
diff --git a/_sources/autoapi/datafusion/record_batch/index.rst.txt 
b/_sources/autoapi/datafusion/record_batch/index.rst.txt
index 7ce0bbd..529dafd 100644
--- a/_sources/autoapi/datafusion/record_batch/index.rst.txt
+++ b/_sources/autoapi/datafusion/record_batch/index.rst.txt
@@ -52,6 +52,20 @@ Module Contents
    This constructor is typically not called by the end user.
 
 
+   .. py:method:: __aiter__() -> typing_extensions.Self
+
+      Async iterator function.
+
+
+
+   .. py:method:: __anext__() -> RecordBatch
+      :async:
+
+
+      Async iterator function.
+
+
+
    .. py:method:: __iter__() -> typing_extensions.Self
 
       Iterator function.
@@ -64,7 +78,7 @@ Module Contents
 
 
 
-   .. py:method:: next() -> RecordBatch | None
+   .. py:method:: next() -> RecordBatch
 
       See :py:func:`__next__` for the iterator function.
 
diff --git a/autoapi/datafusion/index.html b/autoapi/datafusion/index.html
index 816b721..f54ff6d 100644
--- a/autoapi/datafusion/index.html
+++ b/autoapi/datafusion/index.html
@@ -1274,6 +1274,24 @@
      </code>
     </a>
     <ul class="nav section-nav flex-column">
+     <li class="toc-h4 nav-item toc-entry">
+      <a class="reference internal nav-link" 
href="#datafusion.RecordBatchStream.__aiter__">
+       <code class="docutils literal notranslate">
+        <span class="pre">
+         RecordBatchStream.__aiter__()
+        </span>
+       </code>
+      </a>
+     </li>
+     <li class="toc-h4 nav-item toc-entry">
+      <a class="reference internal nav-link" 
href="#datafusion.RecordBatchStream.__anext__">
+       <code class="docutils literal notranslate">
+        <span class="pre">
+         RecordBatchStream.__anext__()
+        </span>
+       </code>
+      </a>
+     </li>
      <li class="toc-h4 nav-item toc-entry">
       <a class="reference internal nav-link" 
href="#datafusion.RecordBatchStream.__iter__">
        <code class="docutils literal notranslate">
@@ -2650,6 +2668,18 @@ using the `DOT</cite> language. This format can be 
visualized using software fro
 <p>These are typically the result of a
 <a class="reference internal" 
href="dataframe/index.html#datafusion.dataframe.DataFrame.execute_stream" 
title="datafusion.dataframe.DataFrame.execute_stream"><code class="xref py 
py-func docutils literal notranslate"><span 
class="pre">execute_stream()</span></code></a> operation.</p>
 <p>This constructor is typically not called by the end user.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="datafusion.RecordBatchStream.__aiter__">
+<span class="sig-name descname"><span class="pre">__aiter__</span></span><span 
class="sig-paren">(</span><span class="sig-paren">)</span> <span 
class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span 
class="sig-return-typehint"><span 
class="pre">typing_extensions.Self</span></span></span><a class="headerlink" 
href="#datafusion.RecordBatchStream.__aiter__" title="Link to this 
definition">¶</a></dt>
+<dd><p>Async iterator function.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="datafusion.RecordBatchStream.__anext__">
+<em class="property"><span class="pre">async</span><span class="w"> 
</span></em><span class="sig-name descname"><span 
class="pre">__anext__</span></span><span class="sig-paren">(</span><span 
class="sig-paren">)</span> <span class="sig-return"><span 
class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a 
class="reference internal" href="#datafusion.RecordBatch" 
title="datafusion.RecordBatch"><span 
class="pre">RecordBatch</span></a></span></span><a class="headerlink" h [...]
+<dd><p>Async iterator function.</p>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="datafusion.RecordBatchStream.__iter__">
 <span class="sig-name descname"><span class="pre">__iter__</span></span><span 
class="sig-paren">(</span><span class="sig-paren">)</span> <span 
class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span 
class="sig-return-typehint"><span 
class="pre">typing_extensions.Self</span></span></span><a class="headerlink" 
href="#datafusion.RecordBatchStream.__iter__" title="Link to this 
definition">¶</a></dt>
@@ -2664,7 +2694,7 @@ using the `DOT</cite> language. This format can be 
visualized using software fro
 
 <dl class="py method">
 <dt class="sig sig-object py" id="datafusion.RecordBatchStream.next">
-<span class="sig-name descname"><span class="pre">next</span></span><span 
class="sig-paren">(</span><span class="sig-paren">)</span> <span 
class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span 
class="sig-return-typehint"><a class="reference internal" 
href="#datafusion.RecordBatch" title="datafusion.RecordBatch"><span 
class="pre">RecordBatch</span></a><span class="w"> </span><span class="p"><span 
class="pre">|</span></span><span class="w"> </span><span class="pre">None</s 
[...]
+<span class="sig-name descname"><span class="pre">next</span></span><span 
class="sig-paren">(</span><span class="sig-paren">)</span> <span 
class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span 
class="sig-return-typehint"><a class="reference internal" 
href="#datafusion.RecordBatch" title="datafusion.RecordBatch"><span 
class="pre">RecordBatch</span></a></span></span><a class="headerlink" 
href="#datafusion.RecordBatchStream.next" title="Link to this 
definition">¶</a></dt>
 <dd><p>See <a class="reference internal" 
href="#datafusion.RecordBatchStream.__next__" 
title="datafusion.RecordBatchStream.__next__"><code class="xref py py-func 
docutils literal notranslate"><span class="pre">__next__()</span></code></a> 
for the iterator function.</p>
 </dd></dl>
 
diff --git a/autoapi/datafusion/record_batch/index.html 
b/autoapi/datafusion/record_batch/index.html
index 1f0f579..f322281 100644
--- a/autoapi/datafusion/record_batch/index.html
+++ b/autoapi/datafusion/record_batch/index.html
@@ -408,6 +408,24 @@
      </code>
     </a>
     <ul class="nav section-nav flex-column">
+     <li class="toc-h4 nav-item toc-entry">
+      <a class="reference internal nav-link" 
href="#datafusion.record_batch.RecordBatchStream.__aiter__">
+       <code class="docutils literal notranslate">
+        <span class="pre">
+         RecordBatchStream.__aiter__()
+        </span>
+       </code>
+      </a>
+     </li>
+     <li class="toc-h4 nav-item toc-entry">
+      <a class="reference internal nav-link" 
href="#datafusion.record_batch.RecordBatchStream.__anext__">
+       <code class="docutils literal notranslate">
+        <span class="pre">
+         RecordBatchStream.__anext__()
+        </span>
+       </code>
+      </a>
+     </li>
      <li class="toc-h4 nav-item toc-entry">
       <a class="reference internal nav-link" 
href="#datafusion.record_batch.RecordBatchStream.__iter__">
        <code class="docutils literal notranslate">
@@ -515,6 +533,18 @@
 <p>These are typically the result of a
 <a class="reference internal" 
href="../dataframe/index.html#datafusion.dataframe.DataFrame.execute_stream" 
title="datafusion.dataframe.DataFrame.execute_stream"><code class="xref py 
py-func docutils literal notranslate"><span 
class="pre">execute_stream()</span></code></a> operation.</p>
 <p>This constructor is typically not called by the end user.</p>
+<dl class="py method">
+<dt class="sig sig-object py" 
id="datafusion.record_batch.RecordBatchStream.__aiter__">
+<span class="sig-name descname"><span class="pre">__aiter__</span></span><span 
class="sig-paren">(</span><span class="sig-paren">)</span> <span 
class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span 
class="sig-return-typehint"><span 
class="pre">typing_extensions.Self</span></span></span><a class="headerlink" 
href="#datafusion.record_batch.RecordBatchStream.__aiter__" title="Link to this 
definition">¶</a></dt>
+<dd><p>Async iterator function.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" 
id="datafusion.record_batch.RecordBatchStream.__anext__">
+<em class="property"><span class="pre">async</span><span class="w"> 
</span></em><span class="sig-name descname"><span 
class="pre">__anext__</span></span><span class="sig-paren">(</span><span 
class="sig-paren">)</span> <span class="sig-return"><span 
class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a 
class="reference internal" href="#datafusion.record_batch.RecordBatch" 
title="datafusion.record_batch.RecordBatch"><span 
class="pre">RecordBatch</span></a></span></sp [...]
+<dd><p>Async iterator function.</p>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" 
id="datafusion.record_batch.RecordBatchStream.__iter__">
 <span class="sig-name descname"><span class="pre">__iter__</span></span><span 
class="sig-paren">(</span><span class="sig-paren">)</span> <span 
class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span 
class="sig-return-typehint"><span 
class="pre">typing_extensions.Self</span></span></span><a class="headerlink" 
href="#datafusion.record_batch.RecordBatchStream.__iter__" title="Link to this 
definition">¶</a></dt>
@@ -529,7 +559,7 @@
 
 <dl class="py method">
 <dt class="sig sig-object py" 
id="datafusion.record_batch.RecordBatchStream.next">
-<span class="sig-name descname"><span class="pre">next</span></span><span 
class="sig-paren">(</span><span class="sig-paren">)</span> <span 
class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span 
class="sig-return-typehint"><a class="reference internal" 
href="#datafusion.record_batch.RecordBatch" 
title="datafusion.record_batch.RecordBatch"><span 
class="pre">RecordBatch</span></a><span class="w"> </span><span class="p"><span 
class="pre">|</span></span><span class="w"> </span [...]
+<span class="sig-name descname"><span class="pre">next</span></span><span 
class="sig-paren">(</span><span class="sig-paren">)</span> <span 
class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span 
class="sig-return-typehint"><a class="reference internal" 
href="#datafusion.record_batch.RecordBatch" 
title="datafusion.record_batch.RecordBatch"><span 
class="pre">RecordBatch</span></a></span></span><a class="headerlink" 
href="#datafusion.record_batch.RecordBatchStream.next" title [...]
 <dd><p>See <a class="reference internal" 
href="#datafusion.record_batch.RecordBatchStream.__next__" 
title="datafusion.record_batch.RecordBatchStream.__next__"><code class="xref py 
py-func docutils literal notranslate"><span 
class="pre">__next__()</span></code></a> for the iterator function.</p>
 </dd></dl>
 
diff --git a/genindex.html b/genindex.html
index 1686fad..26eeba3 100644
--- a/genindex.html
+++ b/genindex.html
@@ -395,12 +395,24 @@
 
       <ul>
         <li><a 
href="autoapi/datafusion/expr/index.html#datafusion.expr.Expr.__add__">(datafusion.expr.Expr
 method)</a>
+</li>
+      </ul></li>
+      <li><a 
href="autoapi/datafusion/record_batch/index.html#datafusion.record_batch.RecordBatchStream.__aiter__">__aiter__()
 (datafusion.record_batch.RecordBatchStream method)</a>
+
+      <ul>
+        <li><a 
href="autoapi/datafusion/index.html#datafusion.RecordBatchStream.__aiter__">(datafusion.RecordBatchStream
 method)</a>
 </li>
       </ul></li>
       <li><a 
href="autoapi/datafusion/index.html#datafusion.Expr.__and__">__and__() 
(datafusion.Expr method)</a>
 
       <ul>
         <li><a 
href="autoapi/datafusion/expr/index.html#datafusion.expr.Expr.__and__">(datafusion.expr.Expr
 method)</a>
+</li>
+      </ul></li>
+      <li><a 
href="autoapi/datafusion/record_batch/index.html#datafusion.record_batch.RecordBatchStream.__anext__">__anext__()
 (datafusion.record_batch.RecordBatchStream method)</a>
+
+      <ul>
+        <li><a 
href="autoapi/datafusion/index.html#datafusion.RecordBatchStream.__anext__">(datafusion.RecordBatchStream
 method)</a>
 </li>
       </ul></li>
       <li><a 
href="autoapi/datafusion/context/index.html#datafusion.context.ArrowArrayExportable.__arrow_c_array__">__arrow_c_array__()
 (datafusion.context.ArrowArrayExportable method)</a>
@@ -513,14 +525,14 @@
         <li><a 
href="autoapi/datafusion/expr/index.html#datafusion.expr.Expr.__radd__">(datafusion.expr.Expr
 attribute)</a>
 </li>
       </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a 
href="autoapi/datafusion/index.html#datafusion.Expr.__rand__">__rand__ 
(datafusion.Expr attribute)</a>
 
       <ul>
         <li><a 
href="autoapi/datafusion/expr/index.html#datafusion.expr.Expr.__rand__">(datafusion.expr.Expr
 attribute)</a>
 </li>
       </ul></li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a 
href="autoapi/datafusion/dataframe/index.html#datafusion.dataframe.DataFrame.__repr__">__repr__()
 (datafusion.dataframe.DataFrame method)</a>
 
       <ul>
diff --git a/objects.inv b/objects.inv
index 6bf35f6..f06de8b 100644
Binary files a/objects.inv and b/objects.inv differ
diff --git a/searchindex.js b/searchindex.js
index a3d8b6e..f1de453 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"API Reference": [[14, null]], "Aggregate 
Functions": [[18, "aggregate-functions"], [25, "aggregate-functions"], [26, 
"aggregate-functions"]], "Aggregation": [[18, null]], "Arrays": [[20, 
"arrays"]], "Arrow": [[30, null]], "Attributes": [[3, "attributes"], [5, 
"attributes"], [9, "attributes"], [13, "attributes"]], "Available Functions": 
[[26, "available-functions"]], "Avro": [[31, null]], "Basic Operations": [[19, 
null]], "Boolean": [[20, "boolean"]], "CSV" [...]
\ No newline at end of file
+Search.setIndex({"alltitles": {"API Reference": [[14, null]], "Aggregate 
Functions": [[18, "aggregate-functions"], [25, "aggregate-functions"], [26, 
"aggregate-functions"]], "Aggregation": [[18, null]], "Arrays": [[20, 
"arrays"]], "Arrow": [[30, null]], "Attributes": [[3, "attributes"], [5, 
"attributes"], [9, "attributes"], [13, "attributes"]], "Available Functions": 
[[26, "available-functions"]], "Avro": [[31, null]], "Basic Operations": [[19, 
null]], "Boolean": [[20, "boolean"]], "CSV" [...]
\ No newline at end of file
diff --git a/user-guide/common-operations/aggregations.html 
b/user-guide/common-operations/aggregations.html
index 606a6ea..5ec9c4d 100644
--- a/user-guide/common-operations/aggregations.html
+++ b/user-guide/common-operations/aggregations.html
@@ -464,20 +464,20 @@ For grouping the <code class="code docutils literal 
notranslate"><span class="pr
    <span class="o">...</span><span class="p">:</span> 
 <span class="n">Out</span><span class="p">[</span><span 
class="mi">9</span><span class="p">]:</span> 
 <span class="n">DataFrame</span><span class="p">()</span>
-<span class="o">+----------+-----------+-------------------+-----------+</span>
-<span class="o">|</span> <span class="n">Type</span> <span class="mi">1</span> 
  <span class="o">|</span> <span class="n">Max</span> <span 
class="n">Speed</span> <span class="o">|</span> <span class="n">Avg</span> 
<span class="n">Speed</span>         <span class="o">|</span> <span 
class="n">Min</span> <span class="n">Speed</span> <span class="o">|</span>
-<span class="o">+----------+-----------+-------------------+-----------+</span>
-<span class="o">|</span> <span class="n">Normal</span>   <span 
class="o">|</span> <span class="mi">121</span>       <span class="o">|</span> 
<span class="mf">72.75</span>             <span class="o">|</span> <span 
class="mi">20</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Ice</span>      <span 
class="o">|</span> <span class="mi">95</span>        <span class="o">|</span> 
<span class="mf">90.0</span>              <span class="o">|</span> <span 
class="mi">85</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Grass</span>    <span 
class="o">|</span> <span class="mi">80</span>        <span class="o">|</span> 
<span class="mf">54.23076923076923</span> <span class="o">|</span> <span 
class="mi">30</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Fire</span>     <span 
class="o">|</span> <span class="mi">105</span>       <span class="o">|</span> 
<span class="mf">86.28571428571429</span> <span class="o">|</span> <span 
class="mi">60</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Water</span>    <span 
class="o">|</span> <span class="mi">115</span>       <span class="o">|</span> 
<span class="mf">67.25806451612904</span> <span class="o">|</span> <span 
class="mi">15</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Ground</span>   <span 
class="o">|</span> <span class="mi">120</span>       <span class="o">|</span> 
<span class="mf">58.125</span>            <span class="o">|</span> <span 
class="mi">25</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Fighting</span> <span 
class="o">|</span> <span class="mi">95</span>        <span class="o">|</span> 
<span class="mf">66.14285714285714</span> <span class="o">|</span> <span 
class="mi">35</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Psychic</span>  <span 
class="o">|</span> <span class="mi">150</span>       <span class="o">|</span> 
<span class="mf">99.25</span>             <span class="o">|</span> <span 
class="mi">42</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Rock</span>     <span 
class="o">|</span> <span class="mi">150</span>       <span class="o">|</span> 
<span class="mf">67.5</span>              <span class="o">|</span> <span 
class="mi">20</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Ghost</span>    <span 
class="o">|</span> <span class="mi">130</span>       <span class="o">|</span> 
<span class="mf">103.75</span>            <span class="o">|</span> <span 
class="mi">80</span>        <span class="o">|</span>
-<span class="o">+----------+-----------+-------------------+-----------+</span>
+<span 
class="o">+----------+-----------+--------------------+-----------+</span>
+<span class="o">|</span> <span class="n">Type</span> <span class="mi">1</span> 
  <span class="o">|</span> <span class="n">Max</span> <span 
class="n">Speed</span> <span class="o">|</span> <span class="n">Avg</span> 
<span class="n">Speed</span>          <span class="o">|</span> <span 
class="n">Min</span> <span class="n">Speed</span> <span class="o">|</span>
+<span 
class="o">+----------+-----------+--------------------+-----------+</span>
+<span class="o">|</span> <span class="n">Normal</span>   <span 
class="o">|</span> <span class="mi">121</span>       <span class="o">|</span> 
<span class="mf">72.75</span>              <span class="o">|</span> <span 
class="mi">20</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Ice</span>      <span 
class="o">|</span> <span class="mi">95</span>        <span class="o">|</span> 
<span class="mf">90.0</span>               <span class="o">|</span> <span 
class="mi">85</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Bug</span>      <span 
class="o">|</span> <span class="mi">145</span>       <span class="o">|</span> 
<span class="mf">66.78571428571429</span>  <span class="o">|</span> <span 
class="mi">25</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Poison</span>   <span 
class="o">|</span> <span class="mi">90</span>        <span class="o">|</span> 
<span class="mf">58.785714285714285</span> <span class="o">|</span> <span 
class="mi">25</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Electric</span> <span 
class="o">|</span> <span class="mi">140</span>       <span class="o">|</span> 
<span class="mf">98.88888888888889</span>  <span class="o">|</span> <span 
class="mi">45</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Fairy</span>    <span 
class="o">|</span> <span class="mi">60</span>        <span class="o">|</span> 
<span class="mf">47.5</span>               <span class="o">|</span> <span 
class="mi">35</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Grass</span>    <span 
class="o">|</span> <span class="mi">80</span>        <span class="o">|</span> 
<span class="mf">54.23076923076923</span>  <span class="o">|</span> <span 
class="mi">30</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Fire</span>     <span 
class="o">|</span> <span class="mi">105</span>       <span class="o">|</span> 
<span class="mf">86.28571428571429</span>  <span class="o">|</span> <span 
class="mi">60</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Water</span>    <span 
class="o">|</span> <span class="mi">115</span>       <span class="o">|</span> 
<span class="mf">67.25806451612904</span>  <span class="o">|</span> <span 
class="mi">15</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Ground</span>   <span 
class="o">|</span> <span class="mi">120</span>       <span class="o">|</span> 
<span class="mf">58.125</span>             <span class="o">|</span> <span 
class="mi">25</span>        <span class="o">|</span>
+<span 
class="o">+----------+-----------+--------------------+-----------+</span>
 </pre></div>
 </div>
 <p>More than one column can be used for grouping</p>
@@ -559,16 +559,16 @@ Pokemon set. Since there will be many entries of <code 
class="docutils literal n
 <span 
class="o">+----------+--------------------------------------------------+</span>
 <span class="o">|</span> <span class="n">Type</span> <span class="mi">1</span> 
  <span class="o">|</span> <span class="n">Type</span> <span 
class="mi">2</span> <span class="n">List</span>                                 
     <span class="o">|</span>
 <span 
class="o">+----------+--------------------------------------------------+</span>
-<span class="o">|</span> <span class="n">Normal</span>   <span 
class="o">|</span> <span class="p">[</span><span class="n">Fairy</span><span 
class="p">,</span> <span class="n">Flying</span><span class="p">,</span> <span 
class="p">]</span>                                <span class="o">|</span>
+<span class="o">|</span> <span class="n">Normal</span>   <span 
class="o">|</span> <span class="p">[</span><span class="n">Fairy</span><span 
class="p">,</span> <span class="p">,</span> <span class="n">Flying</span><span 
class="p">]</span>                                <span class="o">|</span>
 <span class="o">|</span> <span class="n">Ice</span>      <span 
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span 
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>        
                        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Bug</span>      <span 
class="o">|</span> <span class="p">[</span><span class="n">Grass</span><span 
class="p">,</span> <span class="n">Flying</span><span class="p">,</span> <span 
class="p">,</span> <span class="n">Poison</span><span class="p">]</span>        
                <span class="o">|</span>
+<span class="o">|</span> <span class="n">Bug</span>      <span 
class="o">|</span> <span class="p">[</span><span class="n">Grass</span><span 
class="p">,</span> <span class="n">Poison</span><span class="p">,</span> <span 
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>        
                <span class="o">|</span>
 <span class="o">|</span> <span class="n">Poison</span>   <span 
class="o">|</span> <span class="p">[</span><span class="n">Ground</span><span 
class="p">,</span> <span class="n">Flying</span><span class="p">,</span> <span 
class="p">]</span>                               <span class="o">|</span>
-<span class="o">|</span> <span class="n">Electric</span> <span 
class="o">|</span> <span class="p">[</span><span class="n">Steel</span><span 
class="p">,</span> <span class="n">Flying</span><span class="p">,</span> <span 
class="p">]</span>                                <span class="o">|</span>
+<span class="o">|</span> <span class="n">Electric</span> <span 
class="o">|</span> <span class="p">[,</span> <span class="n">Flying</span><span 
class="p">,</span> <span class="n">Steel</span><span class="p">]</span>         
                       <span class="o">|</span>
 <span class="o">|</span> <span class="n">Fairy</span>    <span 
class="o">|</span> <span class="p">[]</span>                                    
           <span class="o">|</span>
 <span class="o">|</span> <span class="n">Grass</span>    <span 
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span 
class="p">,</span> <span class="n">Poison</span><span class="p">,</span> <span 
class="p">]</span>                              <span class="o">|</span>
-<span class="o">|</span> <span class="n">Fire</span>     <span 
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span 
class="p">,</span> <span class="p">,</span> <span class="n">Dragon</span><span 
class="p">]</span>                               <span class="o">|</span>
-<span class="o">|</span> <span class="n">Water</span>    <span 
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span 
class="p">,</span> <span class="n">Poison</span><span class="p">,</span> <span 
class="n">Flying</span><span class="p">,</span> <span class="n">Ice</span><span 
class="p">,</span> <span class="n">Fighting</span><span class="p">,</span> 
<span class="p">,</span> <span class="n">Dark</span><span class="p">]</span> 
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Ground</span>   <span 
class="o">|</span> <span class="p">[,</span> <span class="n">Rock</span><span 
class="p">]</span>                                         <span 
class="o">|</span>
+<span class="o">|</span> <span class="n">Fire</span>     <span 
class="o">|</span> <span class="p">[,</span> <span class="n">Dragon</span><span 
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>        
                       <span class="o">|</span>
+<span class="o">|</span> <span class="n">Water</span>    <span 
class="o">|</span> <span class="p">[</span><span class="n">Ice</span><span 
class="p">,</span> <span class="n">Dark</span><span class="p">,</span> <span 
class="n">Psychic</span><span class="p">,</span> <span 
class="n">Poison</span><span class="p">,</span> <span 
class="n">Fighting</span><span class="p">,</span> <span 
class="n">Flying</span><span class="p">,</span> <span class="p">]</span> <span 
class="o">|</span>
+<span class="o">|</span> <span class="n">Ground</span>   <span 
class="o">|</span> <span class="p">[</span><span class="n">Rock</span><span 
class="p">,</span> <span class="p">]</span>                                     
    <span class="o">|</span>
 <span 
class="o">+----------+--------------------------------------------------+</span>
 </pre></div>
 </div>
@@ -583,13 +583,13 @@ entries entirely removed. The second is we can use the 
<code class="docutils lit
 <span class="o">|</span> <span class="n">Type</span> <span class="mi">1</span> 
  <span class="o">|</span> <span class="n">Type</span> <span 
class="mi">2</span> <span class="n">List</span>                                 
   <span class="o">|</span>
 <span 
class="o">+----------+------------------------------------------------+</span>
 <span class="o">|</span> <span class="n">Normal</span>   <span 
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span 
class="p">,</span> <span class="n">Fairy</span><span class="p">]</span>         
                       <span class="o">|</span>
-<span class="o">|</span> <span class="n">Ice</span>      <span 
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span 
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>        
                      <span class="o">|</span>
+<span class="o">|</span> <span class="n">Ice</span>      <span 
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span 
class="p">,</span> <span class="n">Psychic</span><span class="p">]</span>       
                       <span class="o">|</span>
 <span class="o">|</span> <span class="n">Bug</span>      <span 
class="o">|</span> <span class="p">[</span><span class="n">Grass</span><span 
class="p">,</span> <span class="n">Poison</span><span class="p">,</span> <span 
class="n">Flying</span><span class="p">]</span>                        <span 
class="o">|</span>
 <span class="o">|</span> <span class="n">Poison</span>   <span 
class="o">|</span> <span class="p">[</span><span class="n">Ground</span><span 
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>        
                       <span class="o">|</span>
-<span class="o">|</span> <span class="n">Electric</span> <span 
class="o">|</span> <span class="p">[</span><span class="n">Steel</span><span 
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>        
                        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Electric</span> <span 
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span 
class="p">,</span> <span class="n">Steel</span><span class="p">]</span>         
                       <span class="o">|</span>
 <span class="o">|</span> <span class="n">Grass</span>    <span 
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span 
class="p">,</span> <span class="n">Poison</span><span class="p">]</span>        
                      <span class="o">|</span>
 <span class="o">|</span> <span class="n">Fire</span>     <span 
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span 
class="p">,</span> <span class="n">Dragon</span><span class="p">]</span>        
                       <span class="o">|</span>
-<span class="o">|</span> <span class="n">Water</span>    <span 
class="o">|</span> <span class="p">[</span><span class="n">Fighting</span><span 
class="p">,</span> <span class="n">Flying</span><span class="p">,</span> <span 
class="n">Ice</span><span class="p">,</span> <span class="n">Dark</span><span 
class="p">,</span> <span class="n">Psychic</span><span class="p">,</span> <span 
class="n">Poison</span><span class="p">]</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Water</span>    <span 
class="o">|</span> <span class="p">[</span><span class="n">Dark</span><span 
class="p">,</span> <span class="n">Poison</span><span class="p">,</span> <span 
class="n">Ice</span><span class="p">,</span> <span 
class="n">Psychic</span><span class="p">,</span> <span 
class="n">Fighting</span><span class="p">,</span> <span 
class="n">Flying</span><span class="p">]</span> <span class="o">|</span>
 <span class="o">|</span> <span class="n">Rock</span>     <span 
class="o">|</span> <span class="p">[</span><span class="n">Water</span><span 
class="p">,</span> <span class="n">Ground</span><span class="p">,</span> <span 
class="n">Flying</span><span class="p">]</span>                        <span 
class="o">|</span>
 <span class="o">|</span> <span class="n">Ghost</span>    <span 
class="o">|</span> <span class="p">[</span><span class="n">Poison</span><span 
class="p">]</span>                                       <span 
class="o">|</span>
 <span 
class="o">+----------+------------------------------------------------+</span>
@@ -600,15 +600,15 @@ entries entirely removed. The second is we can use the 
<code class="docutils lit
 <span 
class="o">+----------+------------------------------------------------+</span>
 <span class="o">|</span> <span class="n">Type</span> <span class="mi">1</span> 
  <span class="o">|</span> <span class="n">Type</span> <span 
class="mi">2</span> <span class="n">List</span>                                 
   <span class="o">|</span>
 <span 
class="o">+----------+------------------------------------------------+</span>
-<span class="o">|</span> <span class="n">Normal</span>   <span 
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span 
class="p">,</span> <span class="n">Fairy</span><span class="p">]</span>         
                       <span class="o">|</span>
+<span class="o">|</span> <span class="n">Normal</span>   <span 
class="o">|</span> <span class="p">[</span><span class="n">Fairy</span><span 
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>        
                        <span class="o">|</span>
 <span class="o">|</span> <span class="n">Ice</span>      <span 
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span 
class="p">,</span> <span class="n">Psychic</span><span class="p">]</span>       
                       <span class="o">|</span>
 <span class="o">|</span> <span class="n">Bug</span>      <span 
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span 
class="p">,</span> <span class="n">Poison</span><span class="p">,</span> <span 
class="n">Grass</span><span class="p">]</span>                        <span 
class="o">|</span>
 <span class="o">|</span> <span class="n">Poison</span>   <span 
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span 
class="p">,</span> <span class="n">Ground</span><span class="p">]</span>        
                       <span class="o">|</span>
 <span class="o">|</span> <span class="n">Electric</span> <span 
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span 
class="p">,</span> <span class="n">Steel</span><span class="p">]</span>         
                       <span class="o">|</span>
 <span class="o">|</span> <span class="n">Fairy</span>    <span 
class="o">|</span>                                                <span 
class="o">|</span>
-<span class="o">|</span> <span class="n">Grass</span>    <span 
class="o">|</span> <span class="p">[</span><span class="n">Poison</span><span 
class="p">,</span> <span class="n">Psychic</span><span class="p">]</span>       
                       <span class="o">|</span>
-<span class="o">|</span> <span class="n">Fire</span>     <span 
class="o">|</span> <span class="p">[</span><span class="n">Dragon</span><span 
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>        
                       <span class="o">|</span>
-<span class="o">|</span> <span class="n">Water</span>    <span 
class="o">|</span> <span class="p">[</span><span class="n">Poison</span><span 
class="p">,</span> <span class="n">Dark</span><span class="p">,</span> <span 
class="n">Fighting</span><span class="p">,</span> <span 
class="n">Flying</span><span class="p">,</span> <span class="n">Ice</span><span 
class="p">,</span> <span class="n">Psychic</span><span class="p">]</span> <span 
class="o">|</span>
+<span class="o">|</span> <span class="n">Grass</span>    <span 
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span 
class="p">,</span> <span class="n">Poison</span><span class="p">]</span>        
                      <span class="o">|</span>
+<span class="o">|</span> <span class="n">Fire</span>     <span 
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span 
class="p">,</span> <span class="n">Dragon</span><span class="p">]</span>        
                       <span class="o">|</span>
+<span class="o">|</span> <span class="n">Water</span>    <span 
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span 
class="p">,</span> <span class="n">Fighting</span><span class="p">,</span> 
<span class="n">Psychic</span><span class="p">,</span> <span 
class="n">Dark</span><span class="p">,</span> <span class="n">Ice</span><span 
class="p">,</span> <span class="n">Poison</span><span class="p">]</span> <span 
class="o">|</span>
 <span class="o">|</span> <span class="n">Ground</span>   <span 
class="o">|</span> <span class="p">[</span><span class="n">Rock</span><span 
class="p">]</span>                                         <span 
class="o">|</span>
 <span 
class="o">+----------+------------------------------------------------+</span>
 </pre></div>
diff --git a/user-guide/common-operations/basic-info.html 
b/user-guide/common-operations/basic-info.html
index 94f8933..d82074b 100644
--- a/user-guide/common-operations/basic-info.html
+++ b/user-guide/common-operations/basic-info.html
@@ -399,11 +399,11 @@
 <span class="o">+-----+---------+--------+--------+</span>
 <span class="o">|</span> <span class="n">nrs</span> <span class="o">|</span> 
<span class="n">names</span>   <span class="o">|</span> <span 
class="n">random</span> <span class="o">|</span> <span class="n">groups</span> 
<span class="o">|</span>
 <span class="o">+-----+---------+--------+--------+</span>
-<span class="o">|</span> <span class="mi">1</span>   <span class="o">|</span> 
<span class="n">python</span>  <span class="o">|</span> <span 
class="mi">704</span>    <span class="o">|</span> <span class="n">A</span>      
<span class="o">|</span>
-<span class="o">|</span> <span class="mi">2</span>   <span class="o">|</span> 
<span class="n">ruby</span>    <span class="o">|</span> <span 
class="mi">574</span>    <span class="o">|</span> <span class="n">A</span>      
<span class="o">|</span>
-<span class="o">|</span> <span class="mi">3</span>   <span class="o">|</span> 
<span class="n">java</span>    <span class="o">|</span> <span 
class="mi">195</span>    <span class="o">|</span> <span class="n">B</span>      
<span class="o">|</span>
-<span class="o">|</span> <span class="mi">4</span>   <span class="o">|</span> 
<span class="n">haskell</span> <span class="o">|</span> <span 
class="mi">888</span>    <span class="o">|</span> <span class="n">C</span>      
<span class="o">|</span>
-<span class="o">|</span> <span class="mi">5</span>   <span class="o">|</span> 
<span class="n">go</span>      <span class="o">|</span> <span 
class="mi">783</span>    <span class="o">|</span> <span class="n">B</span>      
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">1</span>   <span class="o">|</span> 
<span class="n">python</span>  <span class="o">|</span> <span 
class="mi">881</span>    <span class="o">|</span> <span class="n">A</span>      
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">2</span>   <span class="o">|</span> 
<span class="n">ruby</span>    <span class="o">|</span> <span 
class="mi">290</span>    <span class="o">|</span> <span class="n">A</span>      
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">3</span>   <span class="o">|</span> 
<span class="n">java</span>    <span class="o">|</span> <span 
class="mi">34</span>     <span class="o">|</span> <span class="n">B</span>      
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">4</span>   <span class="o">|</span> 
<span class="n">haskell</span> <span class="o">|</span> <span 
class="mi">656</span>    <span class="o">|</span> <span class="n">C</span>      
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">5</span>   <span class="o">|</span> 
<span class="n">go</span>      <span class="o">|</span> <span 
class="mi">260</span>    <span class="o">|</span> <span class="n">B</span>      
<span class="o">|</span>
 <span class="o">+-----+---------+--------+--------+</span>
 </pre></div>
 </div>
@@ -414,8 +414,8 @@
 <span class="o">+-----+--------+--------+--------+</span>
 <span class="o">|</span> <span class="n">nrs</span> <span class="o">|</span> 
<span class="n">names</span>  <span class="o">|</span> <span 
class="n">random</span> <span class="o">|</span> <span class="n">groups</span> 
<span class="o">|</span>
 <span class="o">+-----+--------+--------+--------+</span>
-<span class="o">|</span> <span class="mi">1</span>   <span class="o">|</span> 
<span class="n">python</span> <span class="o">|</span> <span 
class="mi">704</span>    <span class="o">|</span> <span class="n">A</span>      
<span class="o">|</span>
-<span class="o">|</span> <span class="mi">2</span>   <span class="o">|</span> 
<span class="n">ruby</span>   <span class="o">|</span> <span 
class="mi">574</span>    <span class="o">|</span> <span class="n">A</span>      
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">1</span>   <span class="o">|</span> 
<span class="n">python</span> <span class="o">|</span> <span 
class="mi">881</span>    <span class="o">|</span> <span class="n">A</span>      
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">2</span>   <span class="o">|</span> 
<span class="n">ruby</span>   <span class="o">|</span> <span 
class="mi">290</span>    <span class="o">|</span> <span class="n">A</span>      
<span class="o">|</span>
 <span class="o">+-----+--------+--------+--------+</span>
 </pre></div>
 </div>
@@ -433,28 +433,28 @@ passing them to an Arrow table, and then converting them 
to a pandas DataFrame.<
 <div class="highlight-ipython notranslate"><div 
class="highlight"><pre><span></span><span class="n">In</span> <span 
class="p">[</span><span class="mi">8</span><span class="p">]:</span> <span 
class="n">df</span><span class="o">.</span><span 
class="n">to_pandas</span><span class="p">()</span>
 <span class="n">Out</span><span class="p">[</span><span 
class="mi">8</span><span class="p">]:</span> 
    <span class="n">nrs</span>    <span class="n">names</span>  <span 
class="n">random</span> <span class="n">groups</span>
-<span class="mi">0</span>    <span class="mi">1</span>   <span 
class="n">python</span>     <span class="mi">704</span>      <span 
class="n">A</span>
-<span class="mi">1</span>    <span class="mi">2</span>     <span 
class="n">ruby</span>     <span class="mi">574</span>      <span 
class="n">A</span>
-<span class="mi">2</span>    <span class="mi">3</span>     <span 
class="n">java</span>     <span class="mi">195</span>      <span 
class="n">B</span>
-<span class="mi">3</span>    <span class="mi">4</span>  <span 
class="n">haskell</span>     <span class="mi">888</span>      <span 
class="n">C</span>
-<span class="mi">4</span>    <span class="mi">5</span>       <span 
class="n">go</span>     <span class="mi">783</span>      <span 
class="n">B</span>
+<span class="mi">0</span>    <span class="mi">1</span>   <span 
class="n">python</span>     <span class="mi">881</span>      <span 
class="n">A</span>
+<span class="mi">1</span>    <span class="mi">2</span>     <span 
class="n">ruby</span>     <span class="mi">290</span>      <span 
class="n">A</span>
+<span class="mi">2</span>    <span class="mi">3</span>     <span 
class="n">java</span>      <span class="mi">34</span>      <span 
class="n">B</span>
+<span class="mi">3</span>    <span class="mi">4</span>  <span 
class="n">haskell</span>     <span class="mi">656</span>      <span 
class="n">C</span>
+<span class="mi">4</span>    <span class="mi">5</span>       <span 
class="n">go</span>     <span class="mi">260</span>      <span 
class="n">B</span>
 </pre></div>
 </div>
 <p><a class="reference internal" 
href="../../autoapi/datafusion/dataframe/index.html#datafusion.dataframe.DataFrame.describe"
 title="datafusion.dataframe.DataFrame.describe"><code class="xref py py-func 
docutils literal notranslate"><span class="pre">describe()</span></code></a> 
shows a quick statistic summary of your data:</p>
 <div class="highlight-ipython notranslate"><div 
class="highlight"><pre><span></span><span class="n">In</span> <span 
class="p">[</span><span class="mi">9</span><span class="p">]:</span> <span 
class="n">df</span><span class="o">.</span><span class="n">describe</span><span 
class="p">()</span>
 <span class="n">Out</span><span class="p">[</span><span 
class="mi">9</span><span class="p">]:</span> 
 <span class="n">DataFrame</span><span class="p">()</span>
-<span 
class="o">+------------+--------------------+-------+-------------------+--------+</span>
-<span class="o">|</span> <span class="n">describe</span>   <span 
class="o">|</span> <span class="n">nrs</span>                <span 
class="o">|</span> <span class="n">names</span> <span class="o">|</span> <span 
class="n">random</span>            <span class="o">|</span> <span 
class="n">groups</span> <span class="o">|</span>
-<span 
class="o">+------------+--------------------+-------+-------------------+--------+</span>
-<span class="o">|</span> <span class="n">count</span>      <span 
class="o">|</span> <span class="mf">5.0</span>                <span 
class="o">|</span> <span class="mi">5</span>     <span class="o">|</span> <span 
class="mf">5.0</span>               <span class="o">|</span> <span 
class="mi">5</span>      <span class="o">|</span>
-<span class="o">|</span> <span class="n">null_count</span> <span 
class="o">|</span> <span class="mf">0.0</span>                <span 
class="o">|</span> <span class="mi">0</span>     <span class="o">|</span> <span 
class="mf">0.0</span>               <span class="o">|</span> <span 
class="mi">0</span>      <span class="o">|</span>
-<span class="o">|</span> <span class="n">mean</span>       <span 
class="o">|</span> <span class="mf">3.0</span>                <span 
class="o">|</span> <span class="n">null</span>  <span class="o">|</span> <span 
class="mf">628.8</span>             <span class="o">|</span> <span 
class="n">null</span>   <span class="o">|</span>
-<span class="o">|</span> <span class="n">std</span>        <span 
class="o">|</span> <span class="mf">1.5811388300841898</span> <span 
class="o">|</span> <span class="n">null</span>  <span class="o">|</span> <span 
class="mf">268.2362764429897</span> <span class="o">|</span> <span 
class="n">null</span>   <span class="o">|</span>
-<span class="o">|</span> <span class="nb">min</span>        <span 
class="o">|</span> <span class="mf">1.0</span>                <span 
class="o">|</span> <span class="n">go</span>    <span class="o">|</span> <span 
class="mf">195.0</span>             <span class="o">|</span> <span 
class="n">A</span>      <span class="o">|</span>
-<span class="o">|</span> <span class="nb">max</span>        <span 
class="o">|</span> <span class="mf">5.0</span>                <span 
class="o">|</span> <span class="n">ruby</span>  <span class="o">|</span> <span 
class="mf">888.0</span>             <span class="o">|</span> <span 
class="n">C</span>      <span class="o">|</span>
-<span class="o">|</span> <span class="n">median</span>     <span 
class="o">|</span> <span class="mf">3.0</span>                <span 
class="o">|</span> <span class="n">null</span>  <span class="o">|</span> <span 
class="mf">704.0</span>             <span class="o">|</span> <span 
class="n">null</span>   <span class="o">|</span>
-<span 
class="o">+------------+--------------------+-------+-------------------+--------+</span>
+<span 
class="o">+------------+--------------------+-------+--------------------+--------+</span>
+<span class="o">|</span> <span class="n">describe</span>   <span 
class="o">|</span> <span class="n">nrs</span>                <span 
class="o">|</span> <span class="n">names</span> <span class="o">|</span> <span 
class="n">random</span>             <span class="o">|</span> <span 
class="n">groups</span> <span class="o">|</span>
+<span 
class="o">+------------+--------------------+-------+--------------------+--------+</span>
+<span class="o">|</span> <span class="n">count</span>      <span 
class="o">|</span> <span class="mf">5.0</span>                <span 
class="o">|</span> <span class="mi">5</span>     <span class="o">|</span> <span 
class="mf">5.0</span>                <span class="o">|</span> <span 
class="mi">5</span>      <span class="o">|</span>
+<span class="o">|</span> <span class="n">null_count</span> <span 
class="o">|</span> <span class="mf">0.0</span>                <span 
class="o">|</span> <span class="mi">0</span>     <span class="o">|</span> <span 
class="mf">0.0</span>                <span class="o">|</span> <span 
class="mi">0</span>      <span class="o">|</span>
+<span class="o">|</span> <span class="n">mean</span>       <span 
class="o">|</span> <span class="mf">3.0</span>                <span 
class="o">|</span> <span class="n">null</span>  <span class="o">|</span> <span 
class="mf">424.2</span>              <span class="o">|</span> <span 
class="n">null</span>   <span class="o">|</span>
+<span class="o">|</span> <span class="n">std</span>        <span 
class="o">|</span> <span class="mf">1.5811388300841898</span> <span 
class="o">|</span> <span class="n">null</span>  <span class="o">|</span> <span 
class="mf">338.97817038859597</span> <span class="o">|</span> <span 
class="n">null</span>   <span class="o">|</span>
+<span class="o">|</span> <span class="nb">min</span>        <span 
class="o">|</span> <span class="mf">1.0</span>                <span 
class="o">|</span> <span class="n">go</span>    <span class="o">|</span> <span 
class="mf">34.0</span>               <span class="o">|</span> <span 
class="n">A</span>      <span class="o">|</span>
+<span class="o">|</span> <span class="nb">max</span>        <span 
class="o">|</span> <span class="mf">5.0</span>                <span 
class="o">|</span> <span class="n">ruby</span>  <span class="o">|</span> <span 
class="mf">881.0</span>              <span class="o">|</span> <span 
class="n">C</span>      <span class="o">|</span>
+<span class="o">|</span> <span class="n">median</span>     <span 
class="o">|</span> <span class="mf">3.0</span>                <span 
class="o">|</span> <span class="n">null</span>  <span class="o">|</span> <span 
class="mf">290.0</span>              <span class="o">|</span> <span 
class="n">null</span>   <span class="o">|</span>
+<span 
class="o">+------------+--------------------+-------+--------------------+--------+</span>
 </pre></div>
 </div>
 </section>
diff --git a/user-guide/common-operations/functions.html 
b/user-guide/common-operations/functions.html
index bc9347f..f9f6523 100644
--- a/user-guide/common-operations/functions.html
+++ b/user-guide/common-operations/functions.html
@@ -490,16 +490,16 @@ In here we will cover some of the more popular use cases. 
If you want to view al
 <span class="o">+--------------------------------+</span>
 <span class="o">|</span> <span class="n">now</span><span class="p">()</span>   
                       <span class="o">|</span>
 <span class="o">+--------------------------------+</span>
-<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">43</span><span class="p">:</span><span 
class="mf">54.985844622</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">43</span><span class="p">:</span><span 
class="mf">54.985844622</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">43</span><span class="p">:</span><span 
class="mf">54.985844622</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">43</span><span class="p">:</span><span 
class="mf">54.985844622</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">43</span><span class="p">:</span><span 
class="mf">54.985844622</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">43</span><span class="p">:</span><span 
class="mf">54.985844622</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">43</span><span class="p">:</span><span 
class="mf">54.985844622</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">43</span><span class="p">:</span><span 
class="mf">54.985844622</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">43</span><span class="p">:</span><span 
class="mf">54.985844622</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">43</span><span class="p">:</span><span 
class="mf">54.985844622</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">09</span><span class="n">T11</span><span class="p">:</span><span 
class="mi">58</span><span class="p">:</span><span 
class="mf">52.706395047</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">09</span><span class="n">T11</span><span class="p">:</span><span 
class="mi">58</span><span class="p">:</span><span 
class="mf">52.706395047</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">09</span><span class="n">T11</span><span class="p">:</span><span 
class="mi">58</span><span class="p">:</span><span 
class="mf">52.706395047</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">09</span><span class="n">T11</span><span class="p">:</span><span 
class="mi">58</span><span class="p">:</span><span 
class="mf">52.706395047</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">09</span><span class="n">T11</span><span class="p">:</span><span 
class="mi">58</span><span class="p">:</span><span 
class="mf">52.706395047</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">09</span><span class="n">T11</span><span class="p">:</span><span 
class="mi">58</span><span class="p">:</span><span 
class="mf">52.706395047</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">09</span><span class="n">T11</span><span class="p">:</span><span 
class="mi">58</span><span class="p">:</span><span 
class="mf">52.706395047</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">09</span><span class="n">T11</span><span class="p">:</span><span 
class="mi">58</span><span class="p">:</span><span 
class="mf">52.706395047</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">09</span><span class="n">T11</span><span class="p">:</span><span 
class="mi">58</span><span class="p">:</span><span 
class="mf">52.706395047</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">09</span><span class="n">T11</span><span class="p">:</span><span 
class="mi">58</span><span class="p">:</span><span 
class="mf">52.706395047</span><span class="n">Z</span> <span class="o">|</span>
 <span class="o">+--------------------------------+</span>
 </pre></div>
 </div>
diff --git a/user-guide/common-operations/windows.html 
b/user-guide/common-operations/windows.html
index a2b08de..0faeda2 100644
--- a/user-guide/common-operations/windows.html
+++ b/user-guide/common-operations/windows.html
@@ -658,20 +658,20 @@ power in its <code class="docutils literal 
notranslate"><span class="pre">&quot;
    <span class="o">....</span><span class="p">:</span> 
 <span class="n">Out</span><span class="p">[</span><span 
class="mi">13</span><span class="p">]:</span> 
 <span class="n">DataFrame</span><span class="p">()</span>
-<span 
class="o">+-----------------------+--------+--------+-------------------+</span>
-<span class="o">|</span> <span class="n">Name</span>                  <span 
class="o">|</span> <span class="n">Attack</span> <span class="o">|</span> <span 
class="n">Type</span> <span class="mi">1</span> <span class="o">|</span> <span 
class="n">Average</span> <span class="n">Attack</span>    <span 
class="o">|</span>
-<span 
class="o">+-----------------------+--------+--------+-------------------+</span>
-<span class="o">|</span> <span class="n">Metapod</span>               <span 
class="o">|</span> <span class="mi">20</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Butterfree</span>            <span 
class="o">|</span> <span class="mi">45</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Weedle</span>                <span 
class="o">|</span> <span class="mi">35</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Kakuna</span>                <span 
class="o">|</span> <span class="mi">25</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Beedrill</span>              <span 
class="o">|</span> <span class="mi">90</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">BeedrillMega</span> <span 
class="n">Beedrill</span> <span class="o">|</span> <span class="mi">150</span>  
  <span class="o">|</span> <span class="n">Bug</span>    <span 
class="o">|</span> <span class="mf">76.42857142857143</span> <span 
class="o">|</span>
-<span class="o">|</span> <span class="n">Paras</span>                 <span 
class="o">|</span> <span class="mi">70</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Parasect</span>              <span 
class="o">|</span> <span class="mi">95</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Venonat</span>               <span 
class="o">|</span> <span class="mi">55</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Venomoth</span>              <span 
class="o">|</span> <span class="mi">65</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span 
class="o">+-----------------------+--------+--------+-------------------+</span>
+<span 
class="o">+---------------------+--------+--------+----------------+</span>
+<span class="o">|</span> <span class="n">Name</span>                <span 
class="o">|</span> <span class="n">Attack</span> <span class="o">|</span> <span 
class="n">Type</span> <span class="mi">1</span> <span class="o">|</span> <span 
class="n">Average</span> <span class="n">Attack</span> <span class="o">|</span>
+<span 
class="o">+---------------------+--------+--------+----------------+</span>
+<span class="o">|</span> <span class="n">Jynx</span>                <span 
class="o">|</span> <span class="mi">50</span>     <span class="o">|</span> 
<span class="n">Ice</span>    <span class="o">|</span> <span 
class="mf">67.5</span>           <span class="o">|</span>
+<span class="o">|</span> <span class="n">Articuno</span>            <span 
class="o">|</span> <span class="mi">85</span>     <span class="o">|</span> 
<span class="n">Ice</span>    <span class="o">|</span> <span 
class="mf">67.5</span>           <span class="o">|</span>
+<span class="o">|</span> <span class="n">Pidgey</span>              <span 
class="o">|</span> <span class="mi">45</span>     <span class="o">|</span> 
<span class="n">Normal</span> <span class="o">|</span> <span 
class="mf">70.625</span>         <span class="o">|</span>
+<span class="o">|</span> <span class="n">Pidgeotto</span>           <span 
class="o">|</span> <span class="mi">60</span>     <span class="o">|</span> 
<span class="n">Normal</span> <span class="o">|</span> <span 
class="mf">70.625</span>         <span class="o">|</span>
+<span class="o">|</span> <span class="n">Pidgeot</span>             <span 
class="o">|</span> <span class="mi">80</span>     <span class="o">|</span> 
<span class="n">Normal</span> <span class="o">|</span> <span 
class="mf">70.625</span>         <span class="o">|</span>
+<span class="o">|</span> <span class="n">PidgeotMega</span> <span 
class="n">Pidgeot</span> <span class="o">|</span> <span class="mi">80</span>    
 <span class="o">|</span> <span class="n">Normal</span> <span 
class="o">|</span> <span class="mf">70.625</span>         <span 
class="o">|</span>
+<span class="o">|</span> <span class="n">Rattata</span>             <span 
class="o">|</span> <span class="mi">56</span>     <span class="o">|</span> 
<span class="n">Normal</span> <span class="o">|</span> <span 
class="mf">70.625</span>         <span class="o">|</span>
+<span class="o">|</span> <span class="n">Raticate</span>            <span 
class="o">|</span> <span class="mi">81</span>     <span class="o">|</span> 
<span class="n">Normal</span> <span class="o">|</span> <span 
class="mf">70.625</span>         <span class="o">|</span>
+<span class="o">|</span> <span class="n">Spearow</span>             <span 
class="o">|</span> <span class="mi">60</span>     <span class="o">|</span> 
<span class="n">Normal</span> <span class="o">|</span> <span 
class="mf">70.625</span>         <span class="o">|</span>
+<span class="o">|</span> <span class="n">Fearow</span>              <span 
class="o">|</span> <span class="mi">90</span>     <span class="o">|</span> 
<span class="n">Normal</span> <span class="o">|</span> <span 
class="mf">70.625</span>         <span class="o">|</span>
+<span 
class="o">+---------------------+--------+--------+----------------+</span>
 </pre></div>
 </div>
 </section>


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