build based on 392608a

dev/.documenter-siteinfo.json

@@ -1 +1 @@
-{"documenter":{"julia_version":"1.10.5","generation_timestamp":"2024-09-15T13:40:24","documenter_version":"1.7.0"}}
+{"documenter":{"julia_version":"1.10.5","generation_timestamp":"2024-09-17T19:23:36","documenter_version":"1.7.0"}}

dev/man/basics/index.html

@@ -1324,4 +1324,4 @@
   998 │    38      2     40
   999 │    23      2     25
  1000 │    27      2     29
-            985 rows omitted</code></pre><p>In the examples given in this introductory tutorial we did not cover all options of the transformation mini-language. More advanced examples, in particular showing how to pass or produce multiple columns using the <code>AsTable</code> operation (which you might have seen in some DataFrames.jl demos) are given in the later sections of the manual.</p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../../">« Introduction</a><a class="docs-footer-nextpage" href="../getting_started/">Getting Started »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.7.0 on <span class="colophon-date" title="Sunday 15 September 2024 13:40">Sunday 15 September 2024</span>. Using Julia version 1.10.5.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+            985 rows omitted</code></pre><p>In the examples given in this introductory tutorial we did not cover all options of the transformation mini-language. More advanced examples, in particular showing how to pass or produce multiple columns using the <code>AsTable</code> operation (which you might have seen in some DataFrames.jl demos) are given in the later sections of the manual.</p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../../">« Introduction</a><a class="docs-footer-nextpage" href="../getting_started/">Getting Started »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.7.0 on <span class="colophon-date" title="Tuesday 17 September 2024 19:23">Tuesday 17 September 2024</span>. Using Julia version 1.10.5.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>

dev/man/categorical/index.html

@@ -79,4 +79,4 @@
 true
 
 julia> cv1[1] < cv1[2]
-true</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../sorting/">« Sorting</a><a class="docs-footer-nextpage" href="../missing/">Missing Data »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.7.0 on <span class="colophon-date" title="Sunday 15 September 2024 13:40">Sunday 15 September 2024</span>. Using Julia version 1.10.5.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+true</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../sorting/">« Sorting</a><a class="docs-footer-nextpage" href="../missing/">Missing Data »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.7.0 on <span class="colophon-date" title="Tuesday 17 September 2024 19:23">Tuesday 17 September 2024</span>. Using Julia version 1.10.5.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>

dev/man/getting_started/index.html

@@ -264,4 +264,4 @@
 julia> Tables.rowtable(df)
 2-element Vector{@NamedTuple{a::Int64, b::Int64}}:
  (a = 1, b = 2)
- (a = 3, b = 4)</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../basics/">« First Steps with DataFrames.jl</a><a class="docs-footer-nextpage" href="../working_with_dataframes/">Working with DataFrames »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.7.0 on <span class="colophon-date" title="Sunday 15 September 2024 13:40">Sunday 15 September 2024</span>. Using Julia version 1.10.5.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+ (a = 3, b = 4)</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../basics/">« First Steps with DataFrames.jl</a><a class="docs-footer-nextpage" href="../working_with_dataframes/">Working with DataFrames »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.7.0 on <span class="colophon-date" title="Tuesday 17 September 2024 19:23">Tuesday 17 September 2024</span>. Using Julia version 1.10.5.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>

dev/man/importing_and_exporting/index.html

@@ -51,4 +51,4 @@
  148 │         6.5         3.0          5.2         2.0  Iris-virginica
  149 │         6.2         3.4          5.4         2.3  Iris-virginica
  150 │         5.9         3.0          5.1         1.8  Iris-virginica
-                                                        135 rows omitted</code></pre><p>Observe that in our example:</p><ul><li><code>header</code> is a <code>Matrix</code> therefore we had to pass <code>vec(header)</code> to the <code>DataFrame</code> constructor;</li><li>we broadcasted the <code>identity</code> function over the <code>iris_raw</code> data frame to perform narrowing of <code>eltype</code> of columns of <code>iris_raw</code>; the reason is that read in by the <code>readdlm</code> function is stored into a <code>data</code> <code>Matrix</code> so all columns in <code>iris_raw</code> initially have the same <code>eltype</code> – in this case it had to be <code>Any</code> as some of the columns are numeric and some are string.</li></ul><p>All such operations (and many more) are automatically handled by CSV.jl.</p><p>Similarly, you can use the <code>writedlm</code> function from the <code>DelimitedFiles</code> module to save a data frame like this:</p><pre><code class="language-julia hljs">writedlm(&quot;test.csv&quot;, Iterators.flatten(([names(iris)], eachrow(iris))), &#39;,&#39;)</code></pre><p>As you can see the code required to transform <code>iris</code> into a proper input to the <code>writedlm</code> function so that you can create the CSV file having the expected format is not easy. Therefore CSV.jl is the preferred package to write CSV files for data stored in data frames.</p><h2 id="Other-formats"><a class="docs-heading-anchor" href="#Other-formats">Other formats</a><a id="Other-formats-1"></a><a class="docs-heading-anchor-permalink" href="#Other-formats" title="Permalink"></a></h2><p>Other data formats are supported for reading and writing in the following packages (non exhaustive list):</p><ul><li>Apache Arrow (including Feather v2): <a href="https://github.com/JuliaData/Arrow.jl">Arrow.jl</a></li><li>Apache Feather (v1): <a href="https://github.com/JuliaData/Feather.jl">Feather.jl</a></li><li>Apache Avro: <a href="https://github.com/JuliaData/Avro.jl">Avro.jl</a></li><li>JSON: <a href="https://github.com/JuliaData/JSONTables.jl">JSONTables.jl</a></li><li>Parquet: <a href="https://gitlab.com/ExpandingMan/Parquet2.jl">Parquet2.jl</a></li><li>Stata, SAS and SPSS: <a href="https://github.com/junyuan-chen/ReadStatTables.jl">ReadStatTables.jl</a> (alternatively <a href="https://www.queryverse.org/">Queryverse</a>  users can choose <a href="https://github.com/queryverse/StatFiles.jl">StatFiles.jl</a>)</li><li>reading R data files (.rda, .RData): <a href="https://github.com/JuliaData/RData.jl">RData.jl</a></li><li>Microsoft Excel (XLSX): <a href="https://github.com/felipenoris/XLSX.jl">XLSX.jl</a></li><li>Copying/pasting to clipboard, for sending data to and from spreadsheets: <a href="https://github.com/pdeffebach/ClipData.jl">ClipData.jl</a></li></ul></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../working_with_dataframes/">« Working with DataFrames</a><a class="docs-footer-nextpage" href="../joins/">Joins »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.7.0 on <span class="colophon-date" title="Sunday 15 September 2024 13:40">Sunday 15 September 2024</span>. Using Julia version 1.10.5.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+                                                        135 rows omitted</code></pre><p>Observe that in our example:</p><ul><li><code>header</code> is a <code>Matrix</code> therefore we had to pass <code>vec(header)</code> to the <code>DataFrame</code> constructor;</li><li>we broadcasted the <code>identity</code> function over the <code>iris_raw</code> data frame to perform narrowing of <code>eltype</code> of columns of <code>iris_raw</code>; the reason is that read in by the <code>readdlm</code> function is stored into a <code>data</code> <code>Matrix</code> so all columns in <code>iris_raw</code> initially have the same <code>eltype</code> – in this case it had to be <code>Any</code> as some of the columns are numeric and some are string.</li></ul><p>All such operations (and many more) are automatically handled by CSV.jl.</p><p>Similarly, you can use the <code>writedlm</code> function from the <code>DelimitedFiles</code> module to save a data frame like this:</p><pre><code class="language-julia hljs">writedlm(&quot;test.csv&quot;, Iterators.flatten(([names(iris)], eachrow(iris))), &#39;,&#39;)</code></pre><p>As you can see the code required to transform <code>iris</code> into a proper input to the <code>writedlm</code> function so that you can create the CSV file having the expected format is not easy. Therefore CSV.jl is the preferred package to write CSV files for data stored in data frames.</p><h2 id="Other-formats"><a class="docs-heading-anchor" href="#Other-formats">Other formats</a><a id="Other-formats-1"></a><a class="docs-heading-anchor-permalink" href="#Other-formats" title="Permalink"></a></h2><p>Other data formats are supported for reading and writing in the following packages (non exhaustive list):</p><ul><li>Apache Arrow (including Feather v2): <a href="https://github.com/JuliaData/Arrow.jl">Arrow.jl</a></li><li>Apache Feather (v1): <a href="https://github.com/JuliaData/Feather.jl">Feather.jl</a></li><li>Apache Avro: <a href="https://github.com/JuliaData/Avro.jl">Avro.jl</a></li><li>JSON: <a href="https://github.com/JuliaData/JSONTables.jl">JSONTables.jl</a></li><li>Parquet: <a href="https://gitlab.com/ExpandingMan/Parquet2.jl">Parquet2.jl</a></li><li>Stata, SAS and SPSS: <a href="https://github.com/junyuan-chen/ReadStatTables.jl">ReadStatTables.jl</a> (alternatively <a href="https://www.queryverse.org/">Queryverse</a>  users can choose <a href="https://github.com/queryverse/StatFiles.jl">StatFiles.jl</a>)</li><li>reading R data files (.rda, .RData): <a href="https://github.com/JuliaData/RData.jl">RData.jl</a></li><li>Microsoft Excel (XLSX): <a href="https://github.com/felipenoris/XLSX.jl">XLSX.jl</a></li><li>Copying/pasting to clipboard, for sending data to and from spreadsheets: <a href="https://github.com/pdeffebach/ClipData.jl">ClipData.jl</a></li></ul></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../working_with_dataframes/">« Working with DataFrames</a><a class="docs-footer-nextpage" href="../joins/">Joins »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.7.0 on <span class="colophon-date" title="Tuesday 17 September 2024 19:23">Tuesday 17 September 2024</span>. Using Julia version 1.10.5.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>