diff --git a/404.html b/404.html
index 6023e9e7..07ccaed7 100644
--- a/404.html
+++ b/404.html
@@ -30,7 +30,7 @@
 
     <a class="navbar-brand me-2" href="https://agdamsbo.github.io/FreesearchR/index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index a1f1a23a..89af7dc0 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/LICENSE.html b/LICENSE.html
index 40486e0f..49fe3245 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/QA.html b/QA.html
index 8cf45b66..26510de4 100644
--- a/QA.html
+++ b/QA.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/ROADMAP.html b/ROADMAP.html
index d47653c5..d9ccdeed 100644
--- a/ROADMAP.html
+++ b/ROADMAP.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/SESSION.html b/SESSION.html
index 35446423..01fb4bf7 100644
--- a/SESSION.html
+++ b/SESSION.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -43,7 +43,7 @@
 
 
 <table class="table"><colgroup><col width="100%"></colgroup><thead><tr class="header"><th>——————————– R environment ———————————</th>
-</tr></thead><tbody><tr class="odd"><td>|setting |value | |:———–|:——————————————| |version |R version 4.5.2 (2025-10-31) | |os |macOS Tahoe 26.4 | |system |aarch64, darwin20 | |ui |RStudio | |language |(EN) | |collate |en_US.UTF-8 | |ctype |en_US.UTF-8 | |tz |Europe/Copenhagen | |date |2026-04-01 | |rstudio |2026.01.1+403 Apple Blossom (desktop) | |pandoc |3.6.4 @ /opt/homebrew/bin/ (via rmarkdown) | |quarto |1.7.30 @ /usr/local/bin/quarto | |FreesearchR |26.4.1.260401 |</td>
+</tr></thead><tbody><tr class="odd"><td>|setting |value | |:———–|:——————————————| |version |R version 4.5.2 (2025-10-31) | |os |macOS Tahoe 26.4.1 | |system |aarch64, darwin20 | |ui |RStudio | |language |(EN) | |collate |en_US.UTF-8 | |ctype |en_US.UTF-8 | |tz |Europe/Copenhagen | |date |2026-04-10 | |rstudio |2026.01.1+403 Apple Blossom (desktop) | |pandoc |3.6.4 @ /opt/homebrew/bin/ (via rmarkdown) | |quarto |1.7.30 @ /usr/local/bin/quarto | |FreesearchR |26.4.2.260410 |</td>
 </tr></tbody></table><div class="section level2">
 <h2 id="id_-packages-">———————————– packages ———————————–<a class="anchor" aria-label="anchor" href="#id_-packages-"></a></h2>
 <table class="table"><thead><tr class="header"><th align="left">package</th>
@@ -291,7 +291,7 @@
 <td align="left">2023-02-24</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr><tr class="odd"><td align="left">FreesearchR</td>
-<td align="left">26.4.1</td>
+<td align="left">26.4.2</td>
 <td align="left">NA</td>
 <td align="left">NA</td>
 </tr><tr class="even"><td align="left">fs</td>
@@ -546,315 +546,311 @@
 <td align="left">1.10-7</td>
 <td align="left">2024-07-23</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">polylabelr</td>
-<td align="left">1.0.0</td>
-<td align="left">2026-01-19</td>
-<td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">pracma</td>
+</tr><tr class="odd"><td align="left">pracma</td>
 <td align="left">2.4.6</td>
 <td align="left">2025-10-22</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">processx</td>
+</tr><tr class="even"><td align="left">processx</td>
 <td align="left">3.8.6</td>
 <td align="left">2025-02-21</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">promises</td>
+</tr><tr class="odd"><td align="left">promises</td>
 <td align="left">1.5.0</td>
 <td align="left">2025-11-01</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">proxy</td>
+</tr><tr class="even"><td align="left">proxy</td>
 <td align="left">0.4-29</td>
 <td align="left">2025-12-29</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">ps</td>
+</tr><tr class="odd"><td align="left">ps</td>
 <td align="left">1.9.1</td>
 <td align="left">2025-04-12</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">purrr</td>
+</tr><tr class="even"><td align="left">purrr</td>
 <td align="left">1.2.1</td>
 <td align="left">2026-01-09</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">qqconf</td>
+</tr><tr class="odd"><td align="left">qqconf</td>
 <td align="left">1.3.2</td>
 <td align="left">2023-04-14</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">qqplotr</td>
+</tr><tr class="even"><td align="left">qqplotr</td>
 <td align="left">0.0.7</td>
 <td align="left">2025-09-05</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">quarto</td>
+</tr><tr class="odd"><td align="left">quarto</td>
 <td align="left">1.5.1</td>
 <td align="left">2025-09-04</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">R6</td>
+</tr><tr class="even"><td align="left">R6</td>
 <td align="left">2.6.1</td>
 <td align="left">2025-02-15</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">ragg</td>
+</tr><tr class="odd"><td align="left">ragg</td>
 <td align="left">1.5.1</td>
 <td align="left">2026-03-06</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="odd"><td align="left">rankinPlot</td>
+</tr><tr class="even"><td align="left">rankinPlot</td>
 <td align="left">1.1.0</td>
 <td align="left">2023-01-30</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">rbibutils</td>
+</tr><tr class="odd"><td align="left">rbibutils</td>
 <td align="left">2.4.1</td>
 <td align="left">2026-01-21</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="odd"><td align="left">RColorBrewer</td>
+</tr><tr class="even"><td align="left">RColorBrewer</td>
 <td align="left">1.1-3</td>
 <td align="left">2022-04-03</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">Rcpp</td>
+</tr><tr class="odd"><td align="left">Rcpp</td>
 <td align="left">1.1.1</td>
 <td align="left">2026-01-10</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="odd"><td align="left">RcppArmadillo</td>
+</tr><tr class="even"><td align="left">RcppArmadillo</td>
 <td align="left">15.2.3-1</td>
 <td align="left">2025-12-17</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">Rdpack</td>
+</tr><tr class="odd"><td align="left">Rdpack</td>
 <td align="left">2.6.6</td>
 <td align="left">2026-02-08</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="odd"><td align="left">reactable</td>
+</tr><tr class="even"><td align="left">reactable</td>
 <td align="left">0.4.5</td>
 <td align="left">2025-12-01</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">readODS</td>
+</tr><tr class="odd"><td align="left">readODS</td>
 <td align="left">2.3.2</td>
 <td align="left">2025-01-13</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">readr</td>
+</tr><tr class="even"><td align="left">readr</td>
 <td align="left">2.2.0</td>
 <td align="left">2026-02-19</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">readxl</td>
+</tr><tr class="odd"><td align="left">readxl</td>
 <td align="left">1.4.5</td>
 <td align="left">2025-03-07</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">REDCapCAST</td>
+</tr><tr class="even"><td align="left">REDCapCAST</td>
 <td align="left">26.1.1</td>
 <td align="left">2026-01-29</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">REDCapR</td>
+</tr><tr class="odd"><td align="left">REDCapR</td>
 <td align="left">1.6.0</td>
 <td align="left">2025-10-08</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">reformulas</td>
+</tr><tr class="even"><td align="left">reformulas</td>
 <td align="left">0.4.4</td>
 <td align="left">2026-02-02</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">remotes</td>
+</tr><tr class="odd"><td align="left">remotes</td>
 <td align="left">2.5.0</td>
 <td align="left">2024-03-17</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">rempsyc</td>
+</tr><tr class="even"><td align="left">rempsyc</td>
 <td align="left">0.2.0</td>
 <td align="left">2025-09-15</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">renv</td>
+</tr><tr class="odd"><td align="left">renv</td>
 <td align="left">1.1.8</td>
 <td align="left">2026-03-05</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="odd"><td align="left">reshape2</td>
+</tr><tr class="even"><td align="left">reshape2</td>
 <td align="left">1.4.5</td>
 <td align="left">2025-11-12</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">rio</td>
+</tr><tr class="odd"><td align="left">rio</td>
 <td align="left">1.2.4</td>
 <td align="left">2025-09-26</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">rlang</td>
+</tr><tr class="even"><td align="left">rlang</td>
 <td align="left">1.1.7</td>
 <td align="left">2026-01-09</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">rmarkdown</td>
+</tr><tr class="odd"><td align="left">rmarkdown</td>
 <td align="left">2.30</td>
 <td align="left">2025-09-28</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">robustbase</td>
+</tr><tr class="even"><td align="left">robustbase</td>
 <td align="left">0.99-7</td>
 <td align="left">2026-02-05</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">roxygen2</td>
+</tr><tr class="odd"><td align="left">roxygen2</td>
 <td align="left">7.3.3</td>
 <td align="left">2025-09-03</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">rpart</td>
+</tr><tr class="even"><td align="left">rpart</td>
 <td align="left">4.1.24</td>
 <td align="left">2025-01-07</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">rprojroot</td>
+</tr><tr class="odd"><td align="left">rprojroot</td>
 <td align="left">2.1.1</td>
 <td align="left">2025-08-26</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">rsconnect</td>
+</tr><tr class="even"><td align="left">rsconnect</td>
 <td align="left">1.7.0</td>
 <td align="left">2025-12-06</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">rstudioapi</td>
+</tr><tr class="odd"><td align="left">rstudioapi</td>
 <td align="left">0.18.0</td>
 <td align="left">2026-01-16</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="odd"><td align="left">S7</td>
+</tr><tr class="even"><td align="left">S7</td>
 <td align="left">0.2.1</td>
 <td align="left">2025-11-14</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">sass</td>
+</tr><tr class="odd"><td align="left">sass</td>
 <td align="left">0.4.10</td>
 <td align="left">2025-04-11</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">scales</td>
+</tr><tr class="even"><td align="left">scales</td>
 <td align="left">1.4.0</td>
 <td align="left">2025-04-24</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">see</td>
+</tr><tr class="odd"><td align="left">see</td>
 <td align="left">0.13.0</td>
 <td align="left">2026-01-30</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="odd"><td align="left">sessioninfo</td>
+</tr><tr class="even"><td align="left">sessioninfo</td>
 <td align="left">1.2.3</td>
 <td align="left">2025-02-05</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">shiny</td>
+</tr><tr class="odd"><td align="left">shiny</td>
 <td align="left">1.13.0</td>
 <td align="left">2026-02-20</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="odd"><td align="left">shiny.i18n</td>
+</tr><tr class="even"><td align="left">shiny.i18n</td>
 <td align="left">0.3.0</td>
 <td align="left">2023-01-16</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">shinybusy</td>
+</tr><tr class="odd"><td align="left">shinybusy</td>
 <td align="left">0.3.3</td>
 <td align="left">2024-03-09</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">shinyjs</td>
+</tr><tr class="even"><td align="left">shinyjs</td>
 <td align="left">2.1.1</td>
 <td align="left">2026-01-15</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">shinyTime</td>
+</tr><tr class="odd"><td align="left">shinyTime</td>
 <td align="left">1.0.3</td>
 <td align="left">2022-08-19</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">shinyWidgets</td>
+</tr><tr class="even"><td align="left">shinyWidgets</td>
 <td align="left">0.9.1</td>
 <td align="left">2026-03-09</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">smd</td>
+</tr><tr class="odd"><td align="left">smd</td>
 <td align="left">0.8.0</td>
 <td align="left">2025-02-12</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">stringi</td>
+</tr><tr class="even"><td align="left">stringi</td>
 <td align="left">1.8.7</td>
 <td align="left">2025-03-27</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">stringr</td>
+</tr><tr class="odd"><td align="left">stringr</td>
 <td align="left">1.6.0</td>
 <td align="left">2025-11-04</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">stRoke</td>
+</tr><tr class="even"><td align="left">stRoke</td>
 <td align="left">25.9.2</td>
 <td align="left">2025-09-30</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">systemfonts</td>
+</tr><tr class="odd"><td align="left">systemfonts</td>
 <td align="left">1.3.2</td>
 <td align="left">2026-03-05</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="odd"><td align="left">testthat</td>
+</tr><tr class="even"><td align="left">testthat</td>
 <td align="left">3.3.2</td>
 <td align="left">2026-01-11</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">textshaping</td>
+</tr><tr class="odd"><td align="left">textshaping</td>
 <td align="left">1.0.5</td>
 <td align="left">2026-03-06</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="odd"><td align="left">thematic</td>
+</tr><tr class="even"><td align="left">thematic</td>
 <td align="left">0.1.8</td>
 <td align="left">2025-09-29</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">tibble</td>
+</tr><tr class="odd"><td align="left">tibble</td>
 <td align="left">3.3.1</td>
 <td align="left">2026-01-11</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="odd"><td align="left">tidyr</td>
+</tr><tr class="even"><td align="left">tidyr</td>
 <td align="left">1.3.2</td>
 <td align="left">2025-12-19</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">tidyselect</td>
+</tr><tr class="odd"><td align="left">tidyselect</td>
 <td align="left">1.2.1</td>
 <td align="left">2024-03-11</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">timechange</td>
+</tr><tr class="even"><td align="left">timechange</td>
 <td align="left">0.4.0</td>
 <td align="left">2026-01-29</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">toastui</td>
+</tr><tr class="odd"><td align="left">toastui</td>
 <td align="left">0.4.0</td>
 <td align="left">2025-04-03</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">tweenr</td>
+</tr><tr class="even"><td align="left">tweenr</td>
 <td align="left">2.0.3</td>
 <td align="left">2024-02-26</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">twosamples</td>
+</tr><tr class="odd"><td align="left">twosamples</td>
 <td align="left">2.0.1</td>
 <td align="left">2023-06-23</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">tzdb</td>
+</tr><tr class="even"><td align="left">tzdb</td>
 <td align="left">0.5.0</td>
 <td align="left">2025-03-15</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">usethis</td>
+</tr><tr class="odd"><td align="left">usethis</td>
 <td align="left">3.2.1</td>
 <td align="left">2025-09-06</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">uuid</td>
+</tr><tr class="even"><td align="left">uuid</td>
 <td align="left">1.2-2</td>
 <td align="left">2026-01-23</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">vctrs</td>
+</tr><tr class="odd"><td align="left">vctrs</td>
 <td align="left">0.7.1</td>
 <td align="left">2026-01-23</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="odd"><td align="left">viridis</td>
+</tr><tr class="even"><td align="left">viridis</td>
 <td align="left">0.6.5</td>
 <td align="left">2024-01-29</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">viridisLite</td>
+</tr><tr class="odd"><td align="left">viridisLite</td>
 <td align="left">0.4.3</td>
 <td align="left">2026-02-04</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="odd"><td align="left">vroom</td>
+</tr><tr class="even"><td align="left">vroom</td>
 <td align="left">1.7.0</td>
 <td align="left">2026-01-27</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">withr</td>
+</tr><tr class="odd"><td align="left">withr</td>
 <td align="left">3.0.2</td>
 <td align="left">2024-10-28</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="odd"><td align="left">writexl</td>
+</tr><tr class="even"><td align="left">writexl</td>
 <td align="left">1.5.4</td>
 <td align="left">2025-04-15</td>
 <td align="left">CRAN (R 4.5.0)</td>
-</tr><tr class="even"><td align="left">xfun</td>
+</tr><tr class="odd"><td align="left">xfun</td>
 <td align="left">0.56</td>
 <td align="left">2026-01-18</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="odd"><td align="left">xml2</td>
+</tr><tr class="even"><td align="left">xml2</td>
 <td align="left">1.5.2</td>
 <td align="left">2026-01-17</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">xtable</td>
+</tr><tr class="odd"><td align="left">xtable</td>
 <td align="left">1.8-8</td>
 <td align="left">2026-02-22</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="odd"><td align="left">yaml</td>
+</tr><tr class="even"><td align="left">yaml</td>
 <td align="left">2.3.12</td>
 <td align="left">2025-12-10</td>
 <td align="left">CRAN (R 4.5.2)</td>
-</tr><tr class="even"><td align="left">zip</td>
+</tr><tr class="odd"><td align="left">zip</td>
 <td align="left">2.3.3</td>
 <td align="left">2025-05-13</td>
 <td align="left">CRAN (R 4.5.0)</td>
diff --git a/SESSION.md b/SESSION.md
index 267595da..de95630a 100644
--- a/SESSION.md
+++ b/SESSION.md
@@ -1,8 +1,8 @@
 # NA
 
-| ——————————– R environment ———————————                                                                                                                                                                                                                                                                                                                                                                                                                                                            |
-|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| \|setting \|value \| \|:———–\|:——————————————\| \|version \|R version 4.5.2 (2025-10-31) \| \|os \|macOS Tahoe 26.4 \| \|system \|aarch64, darwin20 \| \|ui \|RStudio \| \|language \|(EN) \| \|collate \|en_US.UTF-8 \| \|ctype \|en_US.UTF-8 \| \|tz \|Europe/Copenhagen \| \|date \|2026-04-01 \| \|rstudio \|2026.01.1+403 Apple Blossom (desktop) \| \|pandoc \|3.6.4 @ /opt/homebrew/bin/ (via rmarkdown) \| \|quarto \|1.7.30 @ /usr/local/bin/quarto \| \|FreesearchR \|26.4.1.260401 \| |
+| ——————————– R environment ———————————                                                                                                                                                                                                                                                                                                                                                                                                                                                              |
+|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| \|setting \|value \| \|:———–\|:——————————————\| \|version \|R version 4.5.2 (2025-10-31) \| \|os \|macOS Tahoe 26.4.1 \| \|system \|aarch64, darwin20 \| \|ui \|RStudio \| \|language \|(EN) \| \|collate \|en_US.UTF-8 \| \|ctype \|en_US.UTF-8 \| \|tz \|Europe/Copenhagen \| \|date \|2026-04-10 \| \|rstudio \|2026.01.1+403 Apple Blossom (desktop) \| \|pandoc \|3.6.4 @ /opt/homebrew/bin/ (via rmarkdown) \| \|quarto \|1.7.30 @ /usr/local/bin/quarto \| \|FreesearchR \|26.4.2.260410 \| |
 
 ## ———————————– packages ———————————–
 
@@ -68,7 +68,7 @@
 | foreach           | 1.5.2         | 2022-02-02 | CRAN (R 4.5.0) |
 | foreign           | 0.8-91        | 2026-01-29 | CRAN (R 4.5.2) |
 | Formula           | 1.2-5         | 2023-02-24 | CRAN (R 4.5.0) |
-| FreesearchR       | 26.4.1        | NA         | NA             |
+| FreesearchR       | 26.4.2        | NA         | NA             |
 | fs                | 1.6.7         | 2026-03-06 | CRAN (R 4.5.2) |
 | gdtools           | 0.5.0         | 2026-02-09 | CRAN (R 4.5.2) |
 | generics          | 0.1.4         | 2025-05-09 | CRAN (R 4.5.0) |
@@ -132,7 +132,6 @@
 | pkgload           | 1.5.0         | 2026-02-03 | CRAN (R 4.5.2) |
 | plyr              | 1.8.9         | 2023-10-02 | CRAN (R 4.5.0) |
 | polyclip          | 1.10-7        | 2024-07-23 | CRAN (R 4.5.0) |
-| polylabelr        | 1.0.0         | 2026-01-19 | CRAN (R 4.5.2) |
 | pracma            | 2.4.6         | 2025-10-22 | CRAN (R 4.5.0) |
 | processx          | 3.8.6         | 2025-02-21 | CRAN (R 4.5.0) |
 | promises          | 1.5.0         | 2025-11-01 | CRAN (R 4.5.0) |
diff --git a/articles/FreesearchR.html b/articles/FreesearchR.html
index 010dc2da..5064fb62 100644
--- a/articles/FreesearchR.html
+++ b/articles/FreesearchR.html
@@ -29,7 +29,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/articles/data-types.html b/articles/data-types.html
index c8b29b5c..89f91879 100644
--- a/articles/data-types.html
+++ b/articles/data-types.html
@@ -29,7 +29,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/articles/index.html b/articles/index.html
index 1d57490b..fa578f9c 100644
--- a/articles/index.html
+++ b/articles/index.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/articles/missingness.html b/articles/missingness.html
index f81a283a..aaaab69a 100644
--- a/articles/missingness.html
+++ b/articles/missingness.html
@@ -29,7 +29,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/articles/session.html b/articles/session.html
index 07389f4b..d0d9a95e 100644
--- a/articles/session.html
+++ b/articles/session.html
@@ -29,7 +29,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -105,7 +105,7 @@ packages and the latest build info.</p>
 </tr>
 <tr class="even">
 <td align="left">os</td>
-<td align="left">macOS Tahoe 26.4</td>
+<td align="left">macOS Tahoe 26.4.1</td>
 </tr>
 <tr class="odd">
 <td align="left">system</td>
@@ -133,7 +133,7 @@ packages and the latest build info.</p>
 </tr>
 <tr class="odd">
 <td align="left">date</td>
-<td align="left">2026-04-01</td>
+<td align="left">2026-04-10</td>
 </tr>
 <tr class="even">
 <td align="left">rstudio</td>
@@ -149,7 +149,7 @@ packages and the latest build info.</p>
 </tr>
 <tr class="odd">
 <td align="left">FreesearchR</td>
-<td align="left">26.4.1.260401</td>
+<td align="left">26.4.2.260410</td>
 </tr>
 </tbody>
 </table>
@@ -529,7 +529,7 @@ packages and the latest build info.</p>
 </tr>
 <tr class="odd">
 <td align="left">FreesearchR</td>
-<td align="left">26.4.1</td>
+<td align="left">26.4.2</td>
 <td align="left">NA</td>
 <td align="left">NA</td>
 </tr>
@@ -912,468 +912,462 @@ packages and the latest build info.</p>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
 <tr class="odd">
-<td align="left">polylabelr</td>
-<td align="left">1.0.0</td>
-<td align="left">2026-01-19</td>
-<td align="left">CRAN (R 4.5.2)</td>
-</tr>
-<tr class="even">
 <td align="left">pracma</td>
 <td align="left">2.4.6</td>
 <td align="left">2025-10-22</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">processx</td>
 <td align="left">3.8.6</td>
 <td align="left">2025-02-21</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">promises</td>
 <td align="left">1.5.0</td>
 <td align="left">2025-11-01</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">proxy</td>
 <td align="left">0.4-29</td>
 <td align="left">2025-12-29</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">ps</td>
 <td align="left">1.9.1</td>
 <td align="left">2025-04-12</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">purrr</td>
 <td align="left">1.2.1</td>
 <td align="left">2026-01-09</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">qqconf</td>
 <td align="left">1.3.2</td>
 <td align="left">2023-04-14</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">qqplotr</td>
 <td align="left">0.0.7</td>
 <td align="left">2025-09-05</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">quarto</td>
 <td align="left">1.5.1</td>
 <td align="left">2025-09-04</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">R6</td>
 <td align="left">2.6.1</td>
 <td align="left">2025-02-15</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">ragg</td>
 <td align="left">1.5.1</td>
 <td align="left">2026-03-06</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">rankinPlot</td>
 <td align="left">1.1.0</td>
 <td align="left">2023-01-30</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">rbibutils</td>
 <td align="left">2.4.1</td>
 <td align="left">2026-01-21</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">RColorBrewer</td>
 <td align="left">1.1-3</td>
 <td align="left">2022-04-03</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">Rcpp</td>
 <td align="left">1.1.1</td>
 <td align="left">2026-01-10</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">RcppArmadillo</td>
 <td align="left">15.2.3-1</td>
 <td align="left">2025-12-17</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">Rdpack</td>
 <td align="left">2.6.6</td>
 <td align="left">2026-02-08</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">reactable</td>
 <td align="left">0.4.5</td>
 <td align="left">2025-12-01</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">readODS</td>
 <td align="left">2.3.2</td>
 <td align="left">2025-01-13</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">readr</td>
 <td align="left">2.2.0</td>
 <td align="left">2026-02-19</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">readxl</td>
 <td align="left">1.4.5</td>
 <td align="left">2025-03-07</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">REDCapCAST</td>
 <td align="left">26.1.1</td>
 <td align="left">2026-01-29</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">REDCapR</td>
 <td align="left">1.6.0</td>
 <td align="left">2025-10-08</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">reformulas</td>
 <td align="left">0.4.4</td>
 <td align="left">2026-02-02</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">remotes</td>
 <td align="left">2.5.0</td>
 <td align="left">2024-03-17</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">rempsyc</td>
 <td align="left">0.2.0</td>
 <td align="left">2025-09-15</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">renv</td>
 <td align="left">1.1.8</td>
 <td align="left">2026-03-05</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">reshape2</td>
 <td align="left">1.4.5</td>
 <td align="left">2025-11-12</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">rio</td>
 <td align="left">1.2.4</td>
 <td align="left">2025-09-26</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">rlang</td>
 <td align="left">1.1.7</td>
 <td align="left">2026-01-09</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">rmarkdown</td>
 <td align="left">2.30</td>
 <td align="left">2025-09-28</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">robustbase</td>
 <td align="left">0.99-7</td>
 <td align="left">2026-02-05</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">roxygen2</td>
 <td align="left">7.3.3</td>
 <td align="left">2025-09-03</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">rpart</td>
 <td align="left">4.1.24</td>
 <td align="left">2025-01-07</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">rprojroot</td>
 <td align="left">2.1.1</td>
 <td align="left">2025-08-26</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">rsconnect</td>
 <td align="left">1.7.0</td>
 <td align="left">2025-12-06</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">rstudioapi</td>
 <td align="left">0.18.0</td>
 <td align="left">2026-01-16</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">S7</td>
 <td align="left">0.2.1</td>
 <td align="left">2025-11-14</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">sass</td>
 <td align="left">0.4.10</td>
 <td align="left">2025-04-11</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">scales</td>
 <td align="left">1.4.0</td>
 <td align="left">2025-04-24</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">see</td>
 <td align="left">0.13.0</td>
 <td align="left">2026-01-30</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">sessioninfo</td>
 <td align="left">1.2.3</td>
 <td align="left">2025-02-05</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">shiny</td>
 <td align="left">1.13.0</td>
 <td align="left">2026-02-20</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">shiny.i18n</td>
 <td align="left">0.3.0</td>
 <td align="left">2023-01-16</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">shinybusy</td>
 <td align="left">0.3.3</td>
 <td align="left">2024-03-09</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">shinyjs</td>
 <td align="left">2.1.1</td>
 <td align="left">2026-01-15</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">shinyTime</td>
 <td align="left">1.0.3</td>
 <td align="left">2022-08-19</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">shinyWidgets</td>
 <td align="left">0.9.1</td>
 <td align="left">2026-03-09</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">smd</td>
 <td align="left">0.8.0</td>
 <td align="left">2025-02-12</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">stringi</td>
 <td align="left">1.8.7</td>
 <td align="left">2025-03-27</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">stringr</td>
 <td align="left">1.6.0</td>
 <td align="left">2025-11-04</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">stRoke</td>
 <td align="left">25.9.2</td>
 <td align="left">2025-09-30</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">systemfonts</td>
 <td align="left">1.3.2</td>
 <td align="left">2026-03-05</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">testthat</td>
 <td align="left">3.3.2</td>
 <td align="left">2026-01-11</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">textshaping</td>
 <td align="left">1.0.5</td>
 <td align="left">2026-03-06</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">thematic</td>
 <td align="left">0.1.8</td>
 <td align="left">2025-09-29</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">tibble</td>
 <td align="left">3.3.1</td>
 <td align="left">2026-01-11</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">tidyr</td>
 <td align="left">1.3.2</td>
 <td align="left">2025-12-19</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">tidyselect</td>
 <td align="left">1.2.1</td>
 <td align="left">2024-03-11</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">timechange</td>
 <td align="left">0.4.0</td>
 <td align="left">2026-01-29</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">toastui</td>
 <td align="left">0.4.0</td>
 <td align="left">2025-04-03</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">tweenr</td>
 <td align="left">2.0.3</td>
 <td align="left">2024-02-26</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">twosamples</td>
 <td align="left">2.0.1</td>
 <td align="left">2023-06-23</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">tzdb</td>
 <td align="left">0.5.0</td>
 <td align="left">2025-03-15</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">usethis</td>
 <td align="left">3.2.1</td>
 <td align="left">2025-09-06</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">uuid</td>
 <td align="left">1.2-2</td>
 <td align="left">2026-01-23</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">vctrs</td>
 <td align="left">0.7.1</td>
 <td align="left">2026-01-23</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">viridis</td>
 <td align="left">0.6.5</td>
 <td align="left">2024-01-29</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">viridisLite</td>
 <td align="left">0.4.3</td>
 <td align="left">2026-02-04</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">vroom</td>
 <td align="left">1.7.0</td>
 <td align="left">2026-01-27</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">withr</td>
 <td align="left">3.0.2</td>
 <td align="left">2024-10-28</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">writexl</td>
 <td align="left">1.5.4</td>
 <td align="left">2025-04-15</td>
 <td align="left">CRAN (R 4.5.0)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">xfun</td>
 <td align="left">0.56</td>
 <td align="left">2026-01-18</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">xml2</td>
 <td align="left">1.5.2</td>
 <td align="left">2026-01-17</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">xtable</td>
 <td align="left">1.8-8</td>
 <td align="left">2026-02-22</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">yaml</td>
 <td align="left">2.3.12</td>
 <td align="left">2025-12-10</td>
 <td align="left">CRAN (R 4.5.2)</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">zip</td>
 <td align="left">2.3.3</td>
 <td align="left">2025-05-13</td>
diff --git a/articles/session.md b/articles/session.md
index 75b2a3de..19a1dd40 100644
--- a/articles/session.md
+++ b/articles/session.md
@@ -21,18 +21,18 @@ FreesearchR:::session_data$platform |> knitr::kable()
 | option      | value                                      |
 |:------------|:-------------------------------------------|
 | version     | R version 4.5.2 (2025-10-31)               |
-| os          | macOS Tahoe 26.4                           |
+| os          | macOS Tahoe 26.4.1                         |
 | system      | aarch64, darwin20                          |
 | ui          | RStudio                                    |
 | language    | (EN)                                       |
 | collate     | en_US.UTF-8                                |
 | ctype       | en_US.UTF-8                                |
 | tz          | Europe/Copenhagen                          |
-| date        | 2026-04-01                                 |
+| date        | 2026-04-10                                 |
 | rstudio     | 2026.01.1+403 Apple Blossom (desktop)      |
 | pandoc      | 3.6.4 @ /opt/homebrew/bin/ (via rmarkdown) |
 | quarto      | 1.7.30 @ /usr/local/bin/quarto             |
-| FreesearchR | 26.4.1.260401                              |
+| FreesearchR | 26.4.2.260410                              |
 
 ## Libraries
 
@@ -102,7 +102,7 @@ FreesearchR:::session_data$libs|> knitr::kable()
 | foreach           | 1.5.2         | 2022-02-02 | CRAN (R 4.5.0) |
 | foreign           | 0.8-91        | 2026-01-29 | CRAN (R 4.5.2) |
 | Formula           | 1.2-5         | 2023-02-24 | CRAN (R 4.5.0) |
-| FreesearchR       | 26.4.1        | NA         | NA             |
+| FreesearchR       | 26.4.2        | NA         | NA             |
 | fs                | 1.6.7         | 2026-03-06 | CRAN (R 4.5.2) |
 | gdtools           | 0.5.0         | 2026-02-09 | CRAN (R 4.5.2) |
 | generics          | 0.1.4         | 2025-05-09 | CRAN (R 4.5.0) |
@@ -166,7 +166,6 @@ FreesearchR:::session_data$libs|> knitr::kable()
 | pkgload           | 1.5.0         | 2026-02-03 | CRAN (R 4.5.2) |
 | plyr              | 1.8.9         | 2023-10-02 | CRAN (R 4.5.0) |
 | polyclip          | 1.10-7        | 2024-07-23 | CRAN (R 4.5.0) |
-| polylabelr        | 1.0.0         | 2026-01-19 | CRAN (R 4.5.2) |
 | pracma            | 2.4.6         | 2025-10-22 | CRAN (R 4.5.0) |
 | processx          | 3.8.6         | 2025-02-21 | CRAN (R 4.5.0) |
 | promises          | 1.5.0         | 2025-11-01 | CRAN (R 4.5.0) |
diff --git a/articles/visuals.html b/articles/visuals.html
index 13cd10dc..e5c4a202 100644
--- a/articles/visuals.html
+++ b/articles/visuals.html
@@ -29,7 +29,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/authors.html b/authors.html
index 8f96ce5e..10d67830 100644
--- a/authors.html
+++ b/authors.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -63,13 +63,13 @@
 
       <p>Damsbo A (2026).
 <em>FreesearchR: Easy data analysis for clinicians</em>.
-R package version 26.4.1, <a href="https://github.com/agdamsbo/FreesearchR" class="external-link">https://github.com/agdamsbo/FreesearchR</a>.
+R package version 26.4.2, <a href="https://github.com/agdamsbo/FreesearchR" class="external-link">https://github.com/agdamsbo/FreesearchR</a>.
 </p>
       <pre>@Manual{,
   title = {FreesearchR: Easy data analysis for clinicians},
   author = {Andreas Gammelgaard Damsbo},
   year = {2026},
-  note = {R package version 26.4.1},
+  note = {R package version 26.4.2},
   url = {https://github.com/agdamsbo/FreesearchR},
 }</pre>
     </div>
diff --git a/authors.md b/authors.md
index 07f40d2e..ccb9f1d9 100644
--- a/authors.md
+++ b/authors.md
@@ -15,12 +15,12 @@ Source:
 [`DESCRIPTION`](https://github.com/agdamsbo/FreesearchR/blob/main/DESCRIPTION)
 
 Damsbo A (2026). *FreesearchR: Easy data analysis for clinicians*. R
-package version 26.4.1, <https://github.com/agdamsbo/FreesearchR>.
+package version 26.4.2, <https://github.com/agdamsbo/FreesearchR>.
 
     @Manual{,
       title = {FreesearchR: Easy data analysis for clinicians},
       author = {Andreas Gammelgaard Damsbo},
       year = {2026},
-      note = {R package version 26.4.1},
+      note = {R package version 26.4.2},
       url = {https://github.com/agdamsbo/FreesearchR},
     }
diff --git a/index.html b/index.html
index 09c81c7e..b244de3e 100644
--- a/index.html
+++ b/index.html
@@ -32,7 +32,7 @@
 
     <a class="navbar-brand me-2" href="index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/llms.txt b/llms.txt
index f496dcf2..6212105e 100644
--- a/llms.txt
+++ b/llms.txt
@@ -279,6 +279,7 @@ No tracking data is sent running the app locally (see above).
 - [`data_visuals_ui()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
   [`data_visuals_server()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
   [`create_plot()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
+  [`plot_bar()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
   [`plot_bar_single()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
   [`plot_box()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
   [`plot_box_single()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
diff --git a/news/index.html b/news/index.html
index 7aed2bc5..45148ffc 100644
--- a/news/index.html
+++ b/news/index.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -41,6 +41,10 @@
       <small>Source: <a href="https://github.com/agdamsbo/FreesearchR/blob/main/NEWS.md" class="external-link"><code>NEWS.md</code></a></small>
     </div>
 
+    <div class="section level2">
+<h2 class="pkg-version" data-toc-text="26.4.2" id="freesearchr-2642">FreesearchR 26.4.2<a class="anchor" aria-label="anchor" href="#freesearchr-2642"></a></h2>
+<p>Bug fixes and revised color choices.</p>
+</div>
     <div class="section level2">
 <h2 class="pkg-version" data-toc-text="26.4.1" id="freesearchr-2641">FreesearchR 26.4.1<a class="anchor" aria-label="anchor" href="#freesearchr-2641"></a></h2>
 <p>Minor adjustments and bug fixes including streamlining icon use to only use phosphoricons across the app.</p>
diff --git a/news/index.md b/news/index.md
index 9a8ea12e..06e0ddf1 100644
--- a/news/index.md
+++ b/news/index.md
@@ -1,5 +1,9 @@
 # Changelog
 
+## FreesearchR 26.4.2
+
+Bug fixes and revised color choices.
+
 ## FreesearchR 26.4.1
 
 Minor adjustments and bug fixes including streamlining icon use to only
diff --git a/pkgdown.yml b/pkgdown.yml
index be1aa94c..dc5a3990 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -7,7 +7,7 @@ articles:
   missingness: missingness.html
   session: session.html
   visuals: visuals.html
-last_built: 2026-04-02T08:28Z
+last_built: 2026-04-10T20:03Z
 urls:
   reference: https://agdamsbo.github.io/FreesearchR/reference
   article: https://agdamsbo.github.io/FreesearchR/articles
diff --git a/reference/FreesearchR_palette.html b/reference/FreesearchR_palette.html
index c7a22b51..177e4cae 100644
--- a/reference/FreesearchR_palette.html
+++ b/reference/FreesearchR_palette.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/FreesearchR_theme.html b/reference/FreesearchR_theme.html
index 3e88b023..3e36d3f2 100644
--- a/reference/FreesearchR_theme.html
+++ b/reference/FreesearchR_theme.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/add_class_icon.html b/reference/add_class_icon.html
index 1d329463..18f82ffb 100644
--- a/reference/add_class_icon.html
+++ b/reference/add_class_icon.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/add_sparkline.html b/reference/add_sparkline.html
index ead5a5b6..e3b47edc 100644
--- a/reference/add_sparkline.html
+++ b/reference/add_sparkline.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/align_axes.html b/reference/align_axes.html
index 37140620..30f357a1 100644
--- a/reference/align_axes.html
+++ b/reference/align_axes.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -48,7 +48,7 @@
 
     <div class="section level2">
     <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">align_axes</span><span class="op">(</span><span class="va">...</span>, x.axis <span class="op">=</span> <span class="cn">TRUE</span>, y.axis <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">align_axes</span><span class="op">(</span><span class="va">...</span>, x.axis <span class="op">=</span> <span class="cn">TRUE</span>, y.axis <span class="op">=</span> <span class="cn">TRUE</span>, percentage <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div>
     </div>
 
     <div class="section level2">
diff --git a/reference/align_axes.md b/reference/align_axes.md
index fdc14f9b..06f8c52a 100644
--- a/reference/align_axes.md
+++ b/reference/align_axes.md
@@ -5,7 +5,7 @@ Aligns axes between plots
 ## Usage
 
 ``` r
-align_axes(..., x.axis = TRUE, y.axis = TRUE)
+align_axes(..., x.axis = TRUE, y.axis = TRUE, percentage = FALSE)
 ```
 
 ## Arguments
diff --git a/reference/all_but.html b/reference/all_but.html
index 613fe0d1..91bb9166 100644
--- a/reference/all_but.html
+++ b/reference/all_but.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/append_column.html b/reference/append_column.html
index 734fbd1d..00d191ca 100644
--- a/reference/append_column.html
+++ b/reference/append_column.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/append_list.html b/reference/append_list.html
index 3d6e88a3..7983b947 100644
--- a/reference/append_list.html
+++ b/reference/append_list.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/apply_labels.html b/reference/apply_labels.html
index 06a5e47a..6b552a37 100644
--- a/reference/apply_labels.html
+++ b/reference/apply_labels.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/argsstring2list.html b/reference/argsstring2list.html
index 8bc71072..401268b3 100644
--- a/reference/argsstring2list.html
+++ b/reference/argsstring2list.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/baseline_table.html b/reference/baseline_table.html
index 64716be9..4e8fe79f 100644
--- a/reference/baseline_table.html
+++ b/reference/baseline_table.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/check_app_version.html b/reference/check_app_version.html
index 471bcfb8..4c8472e1 100644
--- a/reference/check_app_version.html
+++ b/reference/check_app_version.html
@@ -15,7 +15,7 @@ uiOutput() / renderUI() wiring is needed."><meta property="og:image" content="ht
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/class_icons.html b/reference/class_icons.html
index 96493959..ae8678fa 100644
--- a/reference/class_icons.html
+++ b/reference/class_icons.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/clean_common_axis.html b/reference/clean_common_axis.html
index 1807f47e..83a34823 100644
--- a/reference/clean_common_axis.html
+++ b/reference/clean_common_axis.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/clean_date.html b/reference/clean_date.html
index 857c5f25..a828ade2 100644
--- a/reference/clean_date.html
+++ b/reference/clean_date.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/clean_sep.html b/reference/clean_sep.html
index ad48d440..f5906c2c 100644
--- a/reference/clean_sep.html
+++ b/reference/clean_sep.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/collapse_spaces.html b/reference/collapse_spaces.html
index ee273909..ad44817d 100644
--- a/reference/collapse_spaces.html
+++ b/reference/collapse_spaces.html
@@ -9,7 +9,7 @@ but it works"><meta property="og:image" content="https://agdamsbo.github.io/Free
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/colorSelectInput.html b/reference/colorSelectInput.html
index 253825b8..dd0c39d2 100644
--- a/reference/colorSelectInput.html
+++ b/reference/colorSelectInput.html
@@ -9,7 +9,7 @@ generate_colors"><meta property="og:image" content="https://agdamsbo.github.io/F
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/columnSelectInput.html b/reference/columnSelectInput.html
index 2737fb0e..ffc678fc 100644
--- a/reference/columnSelectInput.html
+++ b/reference/columnSelectInput.html
@@ -9,7 +9,7 @@ Adds the option to select "none" which is handled later'><meta property="og:imag
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/compare_missings.html b/reference/compare_missings.html
index 7744408d..840200f1 100644
--- a/reference/compare_missings.html
+++ b/reference/compare_missings.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/continuous_colors.html b/reference/continuous_colors.html
index 6fd26340..6b8e6420 100644
--- a/reference/continuous_colors.html
+++ b/reference/continuous_colors.html
@@ -11,7 +11,7 @@ continuous variables to colors."><meta property="og:image" content="https://agda
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/contrast_text.html b/reference/contrast_text.html
index ce0137f1..0520d390 100644
--- a/reference/contrast_text.html
+++ b/reference/contrast_text.html
@@ -9,7 +9,7 @@ background color."><meta property="og:image" content="https://agdamsbo.github.io
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/corr_pairs_validate.html b/reference/corr_pairs_validate.html
index 2430a8cb..8143930d 100644
--- a/reference/corr_pairs_validate.html
+++ b/reference/corr_pairs_validate.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/correlation_pairs.html b/reference/correlation_pairs.html
index 9dea883c..99025514 100644
--- a/reference/correlation_pairs.html
+++ b/reference/correlation_pairs.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/create-column.html b/reference/create-column.html
index 5453ae57..68c1b7aa 100644
--- a/reference/create-column.html
+++ b/reference/create-column.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/create_baseline.html b/reference/create_baseline.html
index 0e2341a4..c8906796 100644
--- a/reference/create_baseline.html
+++ b/reference/create_baseline.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/create_log_tics.html b/reference/create_log_tics.html
index 40137295..168dc3ee 100644
--- a/reference/create_log_tics.html
+++ b/reference/create_log_tics.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/create_overview_datagrid.html b/reference/create_overview_datagrid.html
index 4800018e..a198691f 100644
--- a/reference/create_overview_datagrid.html
+++ b/reference/create_overview_datagrid.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/cut-variable.html b/reference/cut-variable.html
index 27f41aad..83afdde8 100644
--- a/reference/cut-variable.html
+++ b/reference/cut-variable.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/cut_methods.html b/reference/cut_methods.html
index 5991c933..eead95d4 100644
--- a/reference/cut_methods.html
+++ b/reference/cut_methods.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/cut_var.html b/reference/cut_var.html
index 580fe68b..e1df5807 100644
--- a/reference/cut_var.html
+++ b/reference/cut_var.html
@@ -11,7 +11,7 @@ Subset first part of string to factor"><meta property="og:image" content="https:
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/data-correlations.html b/reference/data-correlations.html
index 948b6ad9..12a8ba98 100644
--- a/reference/data-correlations.html
+++ b/reference/data-correlations.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/data-missings.html b/reference/data-missings.html
index 7232d315..af55c2dd 100644
--- a/reference/data-missings.html
+++ b/reference/data-missings.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/data-plots-10.png b/reference/data-plots-10.png
index ce1e7633..43971bdf 100644
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diff --git a/reference/data-plots-8.png b/reference/data-plots-8.png
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diff --git a/reference/data-plots-9.png b/reference/data-plots-9.png
index 43971bdf..25a86227 100644
Binary files a/reference/data-plots-9.png and b/reference/data-plots-9.png differ
diff --git a/reference/data-plots.html b/reference/data-plots.html
index 3cb57a1a..41014a95 100644
--- a/reference/data-plots.html
+++ b/reference/data-plots.html
@@ -1,6 +1,7 @@
 <!DOCTYPE html>
 <!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><title>Data correlations evaluation module — data-plots • FreesearchR</title><!-- favicons --><link rel="icon" type="image/png" sizes="96x96" href="../favicon-96x96.png"><link rel="icon" type="”image/svg+xml”" href="../favicon.svg"><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" sizes="any" href="../favicon.ico"><link rel="manifest" href="../site.webmanifest"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><link href="../deps/Montserrat-0.4.10/font.css" rel="stylesheet"><link href="../deps/Public_Sans-0.4.10/font.css" rel="stylesheet"><link href="../deps/font-awesome-6.5.2/css/all.min.css" rel="stylesheet"><link href="../deps/font-awesome-6.5.2/css/v4-shims.min.css" rel="stylesheet"><script src="../deps/headroom-0.11.0/headroom.min.js"></script><script src="../deps/headroom-0.11.0/jQuery.headroom.min.js"></script><script src="../deps/bootstrap-toc-1.0.1/bootstrap-toc.min.js"></script><script src="../deps/clipboard.js-2.0.11/clipboard.min.js"></script><script src="../deps/search-1.0.0/autocomplete.jquery.min.js"></script><script src="../deps/search-1.0.0/fuse.min.js"></script><script src="../deps/search-1.0.0/mark.min.js"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><meta property="og:title" content="Data correlations evaluation module — data-plots"><meta name="description" content="Data correlations evaluation module
 Wrapper to create plot based on provided type
+Title
 Single vertical barplot
 Beautiful box plot(s)
 Create nice box-plots
@@ -12,6 +13,7 @@ Beautiful sankey plot with option to split by a tertiary group
 Beautiful violin plot
 Beautiful violin plot"><meta property="og:description" content="Data correlations evaluation module
 Wrapper to create plot based on provided type
+Title
 Single vertical barplot
 Beautiful box plot(s)
 Create nice box-plots
@@ -29,7 +31,7 @@ Beautiful violin plot"><meta property="og:image" content="https://agdamsbo.githu
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -67,6 +69,7 @@ Beautiful violin plot"><meta property="og:image" content="https://agdamsbo.githu
     <div class="ref-description section level2">
     <p>Data correlations evaluation module</p>
 <p>Wrapper to create plot based on provided type</p>
+<p>Title</p>
 <p>Single vertical barplot</p>
 <p>Beautiful box plot(s)</p>
 <p>Create nice box-plots</p>
@@ -87,6 +90,17 @@ Beautiful violin plot"><meta property="og:image" content="https://agdamsbo.githu
 <span></span>
 <span><span class="fu">create_plot</span><span class="op">(</span><span class="va">data</span>, <span class="va">type</span>, <span class="va">pri</span>, <span class="va">sec</span>, ter <span class="op">=</span> <span class="cn">NULL</span>, color.palette <span class="op">=</span> <span class="st">"viridis"</span>, <span class="va">...</span><span class="op">)</span></span>
 <span></span>
+<span><span class="fu">plot_bar</span><span class="op">(</span></span>
+<span>  <span class="va">data</span>,</span>
+<span>  <span class="va">pri</span>,</span>
+<span>  sec <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  ter <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"stack"</span>, <span class="st">"dodge"</span>, <span class="st">"fill"</span><span class="op">)</span>,</span>
+<span>  color.palette <span class="op">=</span> <span class="st">"viridis"</span>,</span>
+<span>  max_level <span class="op">=</span> <span class="fl">30</span>,</span>
+<span>  <span class="va">...</span></span>
+<span><span class="op">)</span></span>
+<span></span>
 <span><span class="fu">plot_bar_single</span><span class="op">(</span></span>
 <span>  <span class="va">data</span>,</span>
 <span>  <span class="va">pri</span>,</span>
@@ -173,6 +187,7 @@ One of c("stack", "dodge", "fill")</p></dd>
     <p>Shiny ui module</p>
 <p>shiny server module</p>
 <p>ggplot2 object</p>
+<p>ggplot list object</p>
 <p>ggplot object</p>
 <p>ggplot2 object</p>
 <p>ggplot object</p>
@@ -747,7 +762,7 @@ One of c("stack", "dodge", "fill")</p></dd>
 <span class="r-out co"><span class="r-pr">#&gt;</span> list()</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> $plot_env</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> &lt;environment: 0x55808d503ed8&gt;</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> &lt;environment: 0x563fce6f4ae0&gt;</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> $code</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> FreesearchR::plot_violin(pri = "mpg", sec = "cyl", ter = NULL, </span>
@@ -755,17 +770,34 @@ One of c("stack", "dodge", "fill")</p></dd>
 <span class="r-out co"><span class="r-pr">#&gt;</span> </span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu">dplyr</span><span class="fu">::</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span>cyl <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/factor.html" class="external-link">factor</a></span><span class="op">(</span><span class="va">cyl</span><span class="op">)</span>, am <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/factor.html" class="external-link">factor</a></span><span class="op">(</span><span class="va">am</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
-<span class="r-in"><span>  <span class="fu">plot_bar_single</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"cyl"</span>, sec <span class="op">=</span> <span class="st">"am"</span>, style <span class="op">=</span> <span class="st">"fill"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="fu">plot_bar</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"cyl"</span>, sec <span class="op">=</span> <span class="st">"am"</span>, style <span class="op">=</span> <span class="st">"fill"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="data-plots-1.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span></span></span>
+<span class="r-in"><span>  <span class="fu">dplyr</span><span class="fu">::</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span><span class="fu">dplyr</span><span class="fu">::</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/across.html" class="external-link">across</a></span><span class="op">(</span><span class="fu">tidyselect</span><span class="fu">::</span><span class="fu"><a href="https://tidyselect.r-lib.org/reference/all_of.html" class="external-link">all_of</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"cyl"</span>,<span class="st">"am"</span>,<span class="st">"gear"</span><span class="op">)</span><span class="op">)</span>,<span class="va">factor</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
+<span class="r-in"><span>  <span class="fu">plot_bar</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"cyl"</span>, sec <span class="op">=</span> <span class="st">"gear"</span>, ter <span class="op">=</span> <span class="st">"am"</span>, style <span class="op">=</span> <span class="st">"stack"</span>,color.palette<span class="op">=</span><span class="st">"turbo"</span><span class="op">)</span></span></span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Scale for <span style="color: #00BB00;">y</span> is already present.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Adding another scale for <span style="color: #00BB00;">y</span>, which will replace the existing scale.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Scale for <span style="color: #00BB00;">y</span> is already present.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Adding another scale for <span style="color: #00BB00;">y</span>, which will replace the existing scale.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Scale for <span style="color: #00BB00;">y</span> is already present.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Adding another scale for <span style="color: #00BB00;">y</span>, which will replace the existing scale.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Scale for <span style="color: #00BB00;">y</span> is already present.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Adding another scale for <span style="color: #00BB00;">y</span>, which will replace the existing scale.</span>
+<span class="r-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in plot_bar(dplyr::mutate(mtcars, dplyr::across(tidyselect::all_of(c("cyl",     "am", "gear")), factor)), pri = "cyl", sec = "gear", ter = "am",     style = "stack", color.palette = "turbo"):</span> object 'i18n' not found</span>
+<span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span></span></span>
+<span class="r-in"><span>  <span class="fu">dplyr</span><span class="fu">::</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span>cyl <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/factor.html" class="external-link">factor</a></span><span class="op">(</span><span class="va">cyl</span><span class="op">)</span>, am <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/factor.html" class="external-link">factor</a></span><span class="op">(</span><span class="va">am</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
+<span class="r-in"><span>  <span class="fu">plot_bar_single</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"cyl"</span>, sec <span class="op">=</span> <span class="st">"am"</span>, style <span class="op">=</span> <span class="st">"fill"</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="data-plots-2.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu">dplyr</span><span class="fu">::</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span>cyl <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/factor.html" class="external-link">factor</a></span><span class="op">(</span><span class="va">cyl</span><span class="op">)</span>, am <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/factor.html" class="external-link">factor</a></span><span class="op">(</span><span class="va">am</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu">plot_bar_single</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"cyl"</span>, style <span class="op">=</span> <span class="st">"stack"</span>,color.palette<span class="op">=</span><span class="st">"turbo"</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="data-plots-2.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_box</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"mpg"</span>, sec <span class="op">=</span> <span class="st">"gear"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="data-plots-3.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_box</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"mpg"</span>, sec<span class="op">=</span><span class="st">"cyl"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_box</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"mpg"</span>, sec <span class="op">=</span> <span class="st">"gear"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="data-plots-4.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_box</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"mpg"</span>, sec<span class="op">=</span><span class="st">"cyl"</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="data-plots-5.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu"><a href="default_parsing.html">default_parsing</a></span><span class="op">(</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu">plot_box</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"mpg"</span>, sec <span class="op">=</span> <span class="st">"cyl"</span>, ter <span class="op">=</span> <span class="st">"gear"</span><span class="op">)</span></span></span>
@@ -775,41 +807,41 @@ One of c("stack", "dodge", "fill")</p></dd>
 <span class="r-in"><span>  <span class="fu">plot_box</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"mpg"</span>, sec <span class="op">=</span> <span class="st">"cyl"</span>, ter <span class="op">=</span> <span class="st">"gear"</span>,axis.font.family<span class="op">=</span><span class="st">"mono"</span><span class="op">)</span></span></span>
 <span class="r-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in plot_box(default_parsing(mtcars), pri = "mpg", sec = "cyl", ter = "gear",     axis.font.family = "mono"):</span> object 'i18n' not found</span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_box_single</span><span class="op">(</span><span class="st">"mpg"</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="data-plots-5.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_box_single</span><span class="op">(</span><span class="st">"mpg"</span>,<span class="st">"cyl"</span>,color.palette<span class="op">=</span><span class="st">"Blues"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="data-plots-6.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span><span class="fu">stRoke</span><span class="fu">::</span><span class="va"><a href="https://agdamsbo.github.io/stRoke/reference/trial.html" class="external-link">trial</a></span> <span class="op">|&gt;</span> <span class="fu">plot_box_single</span><span class="op">(</span><span class="st">"age"</span>,<span class="st">"active"</span>,color.palette<span class="op">=</span><span class="st">"Blues"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_box_single</span><span class="op">(</span><span class="st">"mpg"</span>,<span class="st">"cyl"</span>,color.palette<span class="op">=</span><span class="st">"Blues"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="data-plots-7.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="fu">stRoke</span><span class="fu">::</span><span class="va"><a href="https://agdamsbo.github.io/stRoke/reference/trial.html" class="external-link">trial</a></span> <span class="op">|&gt;</span> <span class="fu">plot_box_single</span><span class="op">(</span><span class="st">"age"</span>,<span class="st">"active"</span>,color.palette<span class="op">=</span><span class="st">"Blues"</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="data-plots-8.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="fu">gtsummary</span><span class="fu">::</span><span class="va"><a href="https://www.danieldsjoberg.com/gtsummary/reference/trial.html" class="external-link">trial</a></span> <span class="op">|&gt;</span> <span class="fu">plot_box_single</span><span class="op">(</span><span class="st">"age"</span>,<span class="st">"trt"</span><span class="op">)</span></span></span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Removed 11 rows containing non-finite outside the scale range</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> (`stat_boxplot()`).</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Removed 11 rows containing missing values or values outside the scale range</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> (`geom_point()`).</span>
-<span class="r-plt img"><img src="data-plots-8.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="data-plots-9.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_hbars</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"carb"</span>, sec <span class="op">=</span> <span class="st">"cyl"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Scale for <span style="color: #00BB00;">fill</span> is already present.</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Adding another scale for <span style="color: #00BB00;">fill</span>, which will replace the existing scale.</span>
-<span class="r-plt img"><img src="data-plots-9.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="data-plots-10.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_hbars</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"carb"</span>, sec <span class="op">=</span> <span class="st">"cyl"</span>, ter<span class="op">=</span><span class="st">"am"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Scale for <span style="color: #00BB00;">fill</span> is already present.</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Adding another scale for <span style="color: #00BB00;">fill</span>, which will replace the existing scale.</span>
-<span class="r-plt img"><img src="data-plots-10.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="data-plots-11.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_hbars</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"carb"</span>, sec <span class="op">=</span> <span class="cn">NULL</span>,color.palette<span class="op">=</span><span class="st">"Blues"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Scale for <span style="color: #00BB00;">fill</span> is already present.</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Adding another scale for <span style="color: #00BB00;">fill</span>, which will replace the existing scale.</span>
-<span class="r-plt img"><img src="data-plots-11.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="data-plots-12.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_hbars</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"carb"</span>, sec <span class="op">=</span> <span class="cn">NULL</span>,color.palette<span class="op">=</span><span class="st">"Magma"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Scale for <span style="color: #00BB00;">fill</span> is already present.</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Adding another scale for <span style="color: #00BB00;">fill</span>, which will replace the existing scale.</span>
-<span class="r-plt img"><img src="data-plots-12.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="data-plots-13.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_hbars</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"carb"</span>, sec <span class="op">=</span> <span class="st">"am"</span>,color.palette<span class="op">=</span><span class="st">"Viridis"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Scale for <span style="color: #00BB00;">fill</span> is already present.</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Adding another scale for <span style="color: #00BB00;">fill</span>, which will replace the existing scale.</span>
-<span class="r-plt img"><img src="data-plots-13.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="data-plots-14.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_likert</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"carb"</span>, sec <span class="op">=</span> <span class="st">"cyl"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Scale for <span style="color: #00BB00;">fill</span> is already present.</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Adding another scale for <span style="color: #00BB00;">fill</span>, which will replace the existing scale.</span>
-<span class="r-plt img"><img src="data-plots-14.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="data-plots-15.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_likert</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"carb"</span>, sec <span class="op">=</span> <span class="st">"cyl"</span>, ter<span class="op">=</span><span class="st">"am"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Scale for <span style="color: #00BB00;">fill</span> is already present.</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Adding another scale for <span style="color: #00BB00;">fill</span>, which will replace the existing scale.</span>
@@ -827,20 +859,20 @@ One of c("stack", "dodge", "fill")</p></dd>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_likert</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"cyl"</span>,color.palette<span class="op">=</span><span class="st">"Blues"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Scale for <span style="color: #00BB00;">fill</span> is already present.</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Adding another scale for <span style="color: #00BB00;">fill</span>, which will replace the existing scale.</span>
-<span class="r-plt img"><img src="data-plots-15.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="data-plots-16.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_likert</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"carb"</span>, sec <span class="op">=</span> <span class="cn">NULL</span>,color.palette<span class="op">=</span><span class="st">"Magma"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Scale for <span style="color: #00BB00;">fill</span> is already present.</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Adding another scale for <span style="color: #00BB00;">fill</span>, which will replace the existing scale.</span>
-<span class="r-plt img"><img src="data-plots-16.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="data-plots-17.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_likert</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"carb"</span>, sec <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"cyl"</span>,<span class="st">"am"</span><span class="op">)</span>,color.palette<span class="op">=</span><span class="st">"Viridis"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Scale for <span style="color: #00BB00;">fill</span> is already present.</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Adding another scale for <span style="color: #00BB00;">fill</span>, which will replace the existing scale.</span>
-<span class="r-plt img"><img src="data-plots-17.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="data-plots-18.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu"><a href="default_parsing.html">default_parsing</a></span><span class="op">(</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu">plot_ridge</span><span class="op">(</span>x <span class="op">=</span> <span class="st">"mpg"</span>, y <span class="op">=</span> <span class="st">"cyl"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Picking joint bandwidth of 1.38</span>
-<span class="r-plt img"><img src="data-plots-18.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="data-plots-19.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_ridge</span><span class="op">(</span>x <span class="op">=</span> <span class="st">"mpg"</span>, y <span class="op">=</span> <span class="st">"cyl"</span>, z <span class="op">=</span> <span class="st">"gear"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Picking joint bandwidth of 1.52</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>The following aesthetics were dropped during statistical transformation: <span style="color: #00BB00;">y</span> and</span>
@@ -920,21 +952,21 @@ One of c("stack", "dodge", "fill")</p></dd>
 <span class="r-in"><span><span class="va">ds</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>g <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="va">LETTERS</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">2</span><span class="op">]</span>, <span class="fl">100</span>, <span class="cn">TRUE</span><span class="op">)</span>, first <span class="op">=</span> <span class="fu">REDCapCAST</span><span class="fu">::</span><span class="fu">as_factor</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="va">letters</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">4</span><span class="op">]</span>, <span class="fl">100</span>, <span class="cn">TRUE</span><span class="op">)</span><span class="op">)</span>, last <span class="op">=</span> <span class="fu">REDCapCAST</span><span class="fu">::</span><span class="fu">as_factor</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="va">letters</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">4</span><span class="op">]</span>, <span class="fl">100</span>, <span class="cn">TRUE</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">ds</span> <span class="op">|&gt;</span> <span class="fu">plot_sankey</span><span class="op">(</span><span class="st">"first"</span>, <span class="st">"last"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Loading required package: ggplot2</span>
-<span class="r-plt img"><img src="data-plots-19.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span><span class="va">ds</span> <span class="op">|&gt;</span> <span class="fu">plot_sankey</span><span class="op">(</span><span class="st">"first"</span>, <span class="st">"last"</span>, color.group <span class="op">=</span> <span class="st">"sec"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="data-plots-20.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="va">ds</span> <span class="op">|&gt;</span> <span class="fu">plot_sankey</span><span class="op">(</span><span class="st">"first"</span>, <span class="st">"last"</span>, color.group <span class="op">=</span> <span class="st">"sec"</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="data-plots-21.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">ds</span> <span class="op">|&gt;</span> <span class="fu">plot_sankey</span><span class="op">(</span><span class="st">"first"</span>, <span class="st">"last"</span>, ter <span class="op">=</span> <span class="st">"g"</span>, color.group <span class="op">=</span> <span class="st">"sec"</span><span class="op">)</span></span></span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Some strata appear at multiple axes.</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Some strata appear at multiple axes.</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Some strata appear at multiple axes.</span>
-<span class="r-plt img"><img src="data-plots-21.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="data-plots-22.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu"><a href="default_parsing.html">default_parsing</a></span><span class="op">(</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu">plot_sankey</span><span class="op">(</span><span class="st">"cyl"</span>, <span class="st">"gear"</span>, <span class="st">"am"</span>, color.group <span class="op">=</span> <span class="st">"pri"</span><span class="op">)</span></span></span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Some strata appear at multiple axes.</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Some strata appear at multiple axes.</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Some strata appear at multiple axes.</span>
-<span class="r-plt img"><img src="data-plots-22.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="data-plots-23.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="co">## In this case, the last plot as the secondary variable in wrong order</span></span></span>
 <span class="r-in"><span><span class="co">## Dont know why...</span></span></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span></span></span>
@@ -943,17 +975,17 @@ One of c("stack", "dodge", "fill")</p></dd>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Some strata appear at multiple axes.</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Some strata appear at multiple axes.</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Some strata appear at multiple axes.</span>
-<span class="r-plt img"><img src="data-plots-23.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="data-plots-24.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_scatter</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"mpg"</span>, sec <span class="op">=</span> <span class="st">"wt"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Ignoring unknown labels:</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;">•</span> <span style="color: #00BB00;">legend.title</span> : <span style="color: #0000BB;">""</span></span>
-<span class="r-plt img"><img src="data-plots-24.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="data-plots-25.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_scatter</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"mpg"</span>, sec <span class="op">=</span> <span class="st">"wt"</span>,ter<span class="op">=</span><span class="st">"carb"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Ignoring unknown labels:</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;">•</span> <span style="color: #00BB00;">legend.title</span> : <span style="color: #0000BB;">""</span></span>
-<span class="r-plt img"><img src="data-plots-25.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_violin</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"mpg"</span>, sec <span class="op">=</span> <span class="st">"cyl"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="data-plots-26.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_violin</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"mpg"</span>, sec <span class="op">=</span> <span class="st">"cyl"</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="data-plots-27.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">plot_violin</span><span class="op">(</span>pri <span class="op">=</span> <span class="st">"mpg"</span>, sec <span class="op">=</span> <span class="st">"cyl"</span>, ter <span class="op">=</span> <span class="st">"gear"</span>, color.palette<span class="op">=</span><span class="st">"Blues"</span><span class="op">)</span></span></span>
 <span class="r-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in plot_violin(mtcars, pri = "mpg", sec = "cyl", ter = "gear", color.palette = "Blues"):</span> object 'i18n' not found</span>
 </code></pre></div>
diff --git a/reference/data-plots.md b/reference/data-plots.md
index 87f2a7e7..cf955c12 100644
--- a/reference/data-plots.md
+++ b/reference/data-plots.md
@@ -4,6 +4,8 @@ Data correlations evaluation module
 
 Wrapper to create plot based on provided type
 
+Title
+
 Single vertical barplot
 
 Beautiful box plot(s)
@@ -33,6 +35,17 @@ data_visuals_server(id, data, palettes, ...)
 
 create_plot(data, type, pri, sec, ter = NULL, color.palette = "viridis", ...)
 
+plot_bar(
+  data,
+  pri,
+  sec = NULL,
+  ter = NULL,
+  style = c("stack", "dodge", "fill"),
+  color.palette = "viridis",
+  max_level = 30,
+  ...
+)
+
 plot_bar_single(
   data,
   pri,
@@ -120,6 +133,8 @@ shiny server module
 
 ggplot2 object
 
+ggplot list object
+
 ggplot object
 
 ggplot2 object
@@ -703,12 +718,29 @@ create_plot(mtcars, "plot_violin", "mpg", "cyl") |> attributes()
 #> list()
 #> 
 #> $plot_env
-#> <environment: 0x55808d503ed8>
+#> <environment: 0x563fce6f4ae0>
 #> 
 #> $code
 #> FreesearchR::plot_violin(pri = "mpg", sec = "cyl", ter = NULL, 
 #>     color.palette = "viridis")
 #> 
+mtcars |>
+  dplyr::mutate(cyl = factor(cyl), am = factor(am)) |>
+  plot_bar(pri = "cyl", sec = "am", style = "fill")
+
+
+mtcars |>
+  dplyr::mutate(dplyr::across(tidyselect::all_of(c("cyl","am","gear")),factor)) |>
+  plot_bar(pri = "cyl", sec = "gear", ter = "am", style = "stack",color.palette="turbo")
+#> Scale for y is already present.
+#> Adding another scale for y, which will replace the existing scale.
+#> Scale for y is already present.
+#> Adding another scale for y, which will replace the existing scale.
+#> Scale for y is already present.
+#> Adding another scale for y, which will replace the existing scale.
+#> Scale for y is already present.
+#> Adding another scale for y, which will replace the existing scale.
+#> Error in plot_bar(dplyr::mutate(mtcars, dplyr::across(tidyselect::all_of(c("cyl",     "am", "gear")), factor)), pri = "cyl", sec = "gear", ter = "am",     style = "stack", color.palette = "turbo"): object 'i18n' not found
 mtcars |>
   dplyr::mutate(cyl = factor(cyl), am = factor(am)) |>
   plot_bar_single(pri = "cyl", sec = "am", style = "fill")
diff --git a/reference/data-summary.html b/reference/data-summary.html
index 52b3452b..ab6b6c3d 100644
--- a/reference/data-summary.html
+++ b/reference/data-summary.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/data_description.html b/reference/data_description.html
index e894d12d..b89db2bd 100644
--- a/reference/data_description.html
+++ b/reference/data_description.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/data_summary_gather.html b/reference/data_summary_gather.html
index 0f4a839f..7e669224 100644
--- a/reference/data_summary_gather.html
+++ b/reference/data_summary_gather.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/data_type.html b/reference/data_type.html
index 006f85b2..f79fc734 100644
--- a/reference/data_type.html
+++ b/reference/data_type.html
@@ -9,7 +9,7 @@ meaningful "clinical" data type.'><meta property="og:image" content="https://agd
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/data_type_filter.html b/reference/data_type_filter.html
index 5e85bfaa..858549d9 100644
--- a/reference/data_type_filter.html
+++ b/reference/data_type_filter.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/data_types.html b/reference/data_types.html
index c316f4b1..d2a5b643 100644
--- a/reference/data_types.html
+++ b/reference/data_types.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/default_format_arguments.html b/reference/default_format_arguments.html
index f2207a6c..9539bf4d 100644
--- a/reference/default_format_arguments.html
+++ b/reference/default_format_arguments.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/default_parsing.html b/reference/default_parsing.html
index ed3710f7..6957fa92 100644
--- a/reference/default_parsing.html
+++ b/reference/default_parsing.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/detect_delimiter.html b/reference/detect_delimiter.html
index 905059a1..8206d80e 100644
--- a/reference/detect_delimiter.html
+++ b/reference/detect_delimiter.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/dim_change_call.html b/reference/dim_change_call.html
index 13a753c5..106b54a6 100644
--- a/reference/dim_change_call.html
+++ b/reference/dim_change_call.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/dot-build_version_alert.html b/reference/dot-build_version_alert.html
index b159cc00..1d2be60e 100644
--- a/reference/dot-build_version_alert.html
+++ b/reference/dot-build_version_alert.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/dot-get_latest_github_version.html b/reference/dot-get_latest_github_version.html
index 18c157ab..dfc3d942 100644
--- a/reference/dot-get_latest_github_version.html
+++ b/reference/dot-get_latest_github_version.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/dot-has_internet.html b/reference/dot-has_internet.html
index 73a81945..281463e3 100644
--- a/reference/dot-has_internet.html
+++ b/reference/dot-has_internet.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/dot-resolve_app_version.html b/reference/dot-resolve_app_version.html
index 958a64da..f6f86cff 100644
--- a/reference/dot-resolve_app_version.html
+++ b/reference/dot-resolve_app_version.html
@@ -21,7 +21,7 @@ app. Used on shinyapps.io where the package is not installed.
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/drop_empty_event.html b/reference/drop_empty_event.html
index 302fd96d..5dc662f4 100644
--- a/reference/drop_empty_event.html
+++ b/reference/drop_empty_event.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/expression_string.html b/reference/expression_string.html
index f467eb61..c70c2b37 100644
--- a/reference/expression_string.html
+++ b/reference/expression_string.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/extract_labels.html b/reference/extract_labels.html
index 42a884ac..281fe342 100644
--- a/reference/extract_labels.html
+++ b/reference/extract_labels.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/factor_new_levels_labels.html b/reference/factor_new_levels_labels.html
index f3cd3eb4..a2a0cd97 100644
--- a/reference/factor_new_levels_labels.html
+++ b/reference/factor_new_levels_labels.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/factorize.html b/reference/factorize.html
index 37d9a8e9..9ae2f43e 100644
--- a/reference/factorize.html
+++ b/reference/factorize.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/file_export.html b/reference/file_export.html
index 8a5cb4c2..d43db10e 100644
--- a/reference/file_export.html
+++ b/reference/file_export.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/format_writer.html b/reference/format_writer.html
index 60692776..0a30ebc2 100644
--- a/reference/format_writer.html
+++ b/reference/format_writer.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/generate_colors.html b/reference/generate_colors.html
index 0bdf96eb..1c74d4e6 100644
--- a/reference/generate_colors.html
+++ b/reference/generate_colors.html
@@ -11,7 +11,7 @@ viridisLite, base R grDevices, and RColorBrewer."><meta property="og:image" cont
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/get_data_packages.html b/reference/get_data_packages.html
index 71a2e422..22a37325 100644
--- a/reference/get_data_packages.html
+++ b/reference/get_data_packages.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/get_dimensions.html b/reference/get_dimensions.html
index a5916143..b7b30bb2 100644
--- a/reference/get_dimensions.html
+++ b/reference/get_dimensions.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/get_fun_options.html b/reference/get_fun_options.html
index 78a19db4..5d6a0f5d 100644
--- a/reference/get_fun_options.html
+++ b/reference/get_fun_options.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/get_label.html b/reference/get_label.html
index 82d8653c..74047e4d 100644
--- a/reference/get_label.html
+++ b/reference/get_label.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/get_list_elements.html b/reference/get_list_elements.html
index 91d5afab..c18c514e 100644
--- a/reference/get_list_elements.html
+++ b/reference/get_list_elements.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/get_plot_options.html b/reference/get_plot_options.html
index 0eb9962f..cb5e22b5 100644
--- a/reference/get_plot_options.html
+++ b/reference/get_plot_options.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/get_var_icon.html b/reference/get_var_icon.html
index 10fa59d0..0f8ae9f1 100644
--- a/reference/get_var_icon.html
+++ b/reference/get_var_icon.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/getfun.html b/reference/getfun.html
index 09142e98..47407658 100644
--- a/reference/getfun.html
+++ b/reference/getfun.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -139,7 +139,7 @@
 <span class="r-out co"><span class="r-pr">#&gt;</span>         z$qr &lt;- NULL</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     z</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> }</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> &lt;bytecode: 0x55809abd4810&gt;</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> &lt;bytecode: 0x563fc37fad10&gt;</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> &lt;environment: namespace:stats&gt;</span>
 </code></pre></div>
     </div>
diff --git a/reference/getfun.md b/reference/getfun.md
index 9dc63d85..502511d6 100644
--- a/reference/getfun.md
+++ b/reference/getfun.md
@@ -95,6 +95,6 @@ getfun("stats::lm")
 #>         z$qr <- NULL
 #>     z
 #> }
-#> <bytecode: 0x55809abd4810>
+#> <bytecode: 0x563fc37fad10>
 #> <environment: namespace:stats>
 ```
diff --git a/reference/gg_theme_export.html b/reference/gg_theme_export.html
index 45425e8d..d970b19e 100644
--- a/reference/gg_theme_export.html
+++ b/reference/gg_theme_export.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/gg_theme_shiny.html b/reference/gg_theme_shiny.html
index ba4469f5..8983ea80 100644
--- a/reference/gg_theme_shiny.html
+++ b/reference/gg_theme_shiny.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/ggeulerr.html b/reference/ggeulerr.html
index fc113d83..b5473f5a 100644
--- a/reference/ggeulerr.html
+++ b/reference/ggeulerr.html
@@ -11,7 +11,7 @@ but plots it using ggplot2"><meta property="og:image" content="https://agdamsbo.
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/grepl_fix.html b/reference/grepl_fix.html
index bf3fd585..bba366dd 100644
--- a/reference/grepl_fix.html
+++ b/reference/grepl_fix.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/if_not_missing.html b/reference/if_not_missing.html
index be409619..0c6a18fc 100644
--- a/reference/if_not_missing.html
+++ b/reference/if_not_missing.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/import-file-type.html b/reference/import-file-type.html
index eb53b969..ab5d2419 100644
--- a/reference/import-file-type.html
+++ b/reference/import-file-type.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/import-file.html b/reference/import-file.html
index dc444213..2524e890 100644
--- a/reference/import-file.html
+++ b/reference/import-file.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/import-file_module.html b/reference/import-file_module.html
index fff6d16b..cc1ef1d5 100644
--- a/reference/import-file_module.html
+++ b/reference/import-file_module.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/import-globalenv.html b/reference/import-globalenv.html
index 3e5dafea..7dd34d0b 100644
--- a/reference/import-globalenv.html
+++ b/reference/import-globalenv.html
@@ -9,7 +9,7 @@ Modified from datamods"><meta property="og:image" content="https://agdamsbo.gith
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/index.html b/reference/index.html
index 7c3755c5..8305b53a 100644
--- a/reference/index.html
+++ b/reference/index.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -283,7 +283,7 @@
 
         <dt>
 
-          <code><a href="data-plots.html">data_visuals_ui()</a></code> <code><a href="data-plots.html">data_visuals_server()</a></code> <code><a href="data-plots.html">create_plot()</a></code> <code><a href="data-plots.html">plot_bar_single()</a></code> <code><a href="data-plots.html">plot_box()</a></code> <code><a href="data-plots.html">plot_box_single()</a></code> <code><a href="data-plots.html">plot_hbars()</a></code> <code><a href="data-plots.html">plot_likert()</a></code> <code><a href="data-plots.html">plot_ridge()</a></code> <code><a href="data-plots.html">sankey_ready()</a></code> <code><a href="data-plots.html">plot_sankey()</a></code> <code><a href="data-plots.html">plot_scatter()</a></code> <code><a href="data-plots.html">plot_violin()</a></code>
+          <code><a href="data-plots.html">data_visuals_ui()</a></code> <code><a href="data-plots.html">data_visuals_server()</a></code> <code><a href="data-plots.html">create_plot()</a></code> <code><a href="data-plots.html">plot_bar()</a></code> <code><a href="data-plots.html">plot_bar_single()</a></code> <code><a href="data-plots.html">plot_box()</a></code> <code><a href="data-plots.html">plot_box_single()</a></code> <code><a href="data-plots.html">plot_hbars()</a></code> <code><a href="data-plots.html">plot_likert()</a></code> <code><a href="data-plots.html">plot_ridge()</a></code> <code><a href="data-plots.html">sankey_ready()</a></code> <code><a href="data-plots.html">plot_sankey()</a></code> <code><a href="data-plots.html">plot_scatter()</a></code> <code><a href="data-plots.html">plot_violin()</a></code>
 
         </dt>
         <dd>Data correlations evaluation module</dd>
diff --git a/reference/index.md b/reference/index.md
index 4d7aef71..8b8cacf6 100644
--- a/reference/index.md
+++ b/reference/index.md
@@ -116,6 +116,7 @@
 - [`data_visuals_ui()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
   [`data_visuals_server()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
   [`create_plot()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
+  [`plot_bar()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
   [`plot_bar_single()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
   [`plot_box()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
   [`plot_box_single()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
diff --git a/reference/index_embed.html b/reference/index_embed.html
index 3dd89367..9f153234 100644
--- a/reference/index_embed.html
+++ b/reference/index_embed.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/is_any_class.html b/reference/is_any_class.html
index 26c9f532..65abc5c8 100644
--- a/reference/is_any_class.html
+++ b/reference/is_any_class.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/is_consecutive.html b/reference/is_consecutive.html
index 944be8a6..6dc91ee1 100644
--- a/reference/is_consecutive.html
+++ b/reference/is_consecutive.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/is_datetime.html b/reference/is_datetime.html
index 694e31eb..cc47d745 100644
--- a/reference/is_datetime.html
+++ b/reference/is_datetime.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/is_identical_to_previous.html b/reference/is_identical_to_previous.html
index 959b15aa..e4eaa78f 100644
--- a/reference/is_identical_to_previous.html
+++ b/reference/is_identical_to_previous.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/is_splittable.html b/reference/is_splittable.html
index 737f7b40..69d7bb0d 100644
--- a/reference/is_splittable.html
+++ b/reference/is_splittable.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/is_valid_redcap_url.html b/reference/is_valid_redcap_url.html
index 543066aa..d774fbd6 100644
--- a/reference/is_valid_redcap_url.html
+++ b/reference/is_valid_redcap_url.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/is_valid_token.html b/reference/is_valid_token.html
index 434b0453..ab617914 100644
--- a/reference/is_valid_token.html
+++ b/reference/is_valid_token.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/label_report.html b/reference/label_report.html
index 16629382..0466eb75 100644
--- a/reference/label_report.html
+++ b/reference/label_report.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/landing_page_ui.html b/reference/landing_page_ui.html
index fe734eca..c17a377c 100644
--- a/reference/landing_page_ui.html
+++ b/reference/landing_page_ui.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/launch_FreesearchR.html b/reference/launch_FreesearchR.html
index 35af79af..158a4451 100644
--- a/reference/launch_FreesearchR.html
+++ b/reference/launch_FreesearchR.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/limit_data_size.html b/reference/limit_data_size.html
index ada2e3e9..a716989b 100644
--- a/reference/limit_data_size.html
+++ b/reference/limit_data_size.html
@@ -13,7 +13,7 @@ If limit is set to 0 or NULL, the original data set is returned."><meta property
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/limit_log.html b/reference/limit_log.html
index 5a4a6a9a..6fc98e78 100644
--- a/reference/limit_log.html
+++ b/reference/limit_log.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/line_break.html b/reference/line_break.html
index 941f2d69..255159d3 100644
--- a/reference/line_break.html
+++ b/reference/line_break.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/list_pkg_data.html b/reference/list_pkg_data.html
index 1bdd51da..fe8354e9 100644
--- a/reference/list_pkg_data.html
+++ b/reference/list_pkg_data.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/make_validation.html b/reference/make_validation.html
index 01591af2..48d63a1c 100644
--- a/reference/make_validation.html
+++ b/reference/make_validation.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/make_validation_alerts.html b/reference/make_validation_alerts.html
index a0e823a7..306ff522 100644
--- a/reference/make_validation_alerts.html
+++ b/reference/make_validation_alerts.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/mcar_validate.html b/reference/mcar_validate.html
index c8334d50..88ebcee1 100644
--- a/reference/mcar_validate.html
+++ b/reference/mcar_validate.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/merge_expression.html b/reference/merge_expression.html
index 64eb01b8..aeab03f2 100644
--- a/reference/merge_expression.html
+++ b/reference/merge_expression.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/merge_long.html b/reference/merge_long.html
index 2cb1a45c..04ff4f2a 100644
--- a/reference/merge_long.html
+++ b/reference/merge_long.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/missing_fraction.html b/reference/missing_fraction.html
index a13e4237..a735dfb6 100644
--- a/reference/missing_fraction.html
+++ b/reference/missing_fraction.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
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diff --git a/reference/plot.tbl_regression.html b/reference/plot.tbl_regression.html
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new file mode 100644
index 00000000..49f17f71
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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index b96ea3c4..5b170d2b 100644
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
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-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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index e33f314e..cea9b35f 100644
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-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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index 603285fe..97e98e91 100644
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-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
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     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/specify_qmd_format.html b/reference/specify_qmd_format.html
index cd9e4fec..34ab859b 100644
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     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/split-string.html b/reference/split-string.html
index b6af3d79..944bf54e 100644
--- a/reference/split-string.html
+++ b/reference/split-string.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/subset_types.html b/reference/subset_types.html
index f30c1170..0d3653fc 100644
--- a/reference/subset_types.html
+++ b/reference/subset_types.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/supported_functions.html b/reference/supported_functions.html
index e2f2bb68..fa0c32b0 100644
--- a/reference/supported_functions.html
+++ b/reference/supported_functions.html
@@ -9,7 +9,7 @@ unique for each element on list.'><meta property="og:image" content="https://agd
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/supported_plots.html b/reference/supported_plots.html
index 50c44eb5..ff6eda36 100644
--- a/reference/supported_plots.html
+++ b/reference/supported_plots.html
@@ -23,7 +23,7 @@ tertiary.type: Tertiary variable data type (continuous, dichotomous or ordinal)
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/symmetrical_scale_x_log10.html b/reference/symmetrical_scale_x_log10.html
index b3815ce2..ed237f15 100644
--- a/reference/symmetrical_scale_x_log10.html
+++ b/reference/symmetrical_scale_x_log10.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/tbl_merge.html b/reference/tbl_merge.html
index 90baa10b..24d5e577 100644
--- a/reference/tbl_merge.html
+++ b/reference/tbl_merge.html
@@ -9,7 +9,7 @@ spanner names."><meta property="og:image" content="https://agdamsbo.github.io/Fr
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/type_icons.html b/reference/type_icons.html
index 5f3dbcc0..ffeb03c3 100644
--- a/reference/type_icons.html
+++ b/reference/type_icons.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/ui_elements.html b/reference/ui_elements.html
index 7551fc4f..ae4f83b3 100644
--- a/reference/ui_elements.html
+++ b/reference/ui_elements.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/unique_names.html b/reference/unique_names.html
index 9c87face..5f4b5190 100644
--- a/reference/unique_names.html
+++ b/reference/unique_names.html
@@ -11,7 +11,7 @@ If a variable name already exists, a number will be appended."><meta property="o
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/unique_short.html b/reference/unique_short.html
index 87442141..b0ff6513 100644
--- a/reference/unique_short.html
+++ b/reference/unique_short.html
@@ -9,7 +9,7 @@ strings."><meta property="og:image" content="https://agdamsbo.github.io/Freesear
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/update-factor.html b/reference/update-factor.html
index 003945cb..be8fd01f 100644
--- a/reference/update-factor.html
+++ b/reference/update-factor.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/update-variables.html b/reference/update-variables.html
index 54f2e7ff..3529d56e 100644
--- a/reference/update-variables.html
+++ b/reference/update-variables.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/update_variables_datagrid.html b/reference/update_variables_datagrid.html
index 0c2bd5a3..8e335d80 100644
--- a/reference/update_variables_datagrid.html
+++ b/reference/update_variables_datagrid.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/validate_redcap_filter.html b/reference/validate_redcap_filter.html
index 07f50b2f..db51ae48 100644
--- a/reference/validate_redcap_filter.html
+++ b/reference/validate_redcap_filter.html
@@ -13,7 +13,7 @@ filters joined by AND or OR are supported."><meta property="og:image" content="h
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/validation.html b/reference/validation.html
index 391d9ea6..8247e6d7 100644
--- a/reference/validation.html
+++ b/reference/validation.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/validation_lib.html b/reference/validation_lib.html
index 3b7bca42..60971263 100644
--- a/reference/validation_lib.html
+++ b/reference/validation_lib.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/vars_filter_validate.html b/reference/vars_filter_validate.html
index b03f6a8c..8407e427 100644
--- a/reference/vars_filter_validate.html
+++ b/reference/vars_filter_validate.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/vectorSelectInput.html b/reference/vectorSelectInput.html
index b7053af2..76444725 100644
--- a/reference/vectorSelectInput.html
+++ b/reference/vectorSelectInput.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/vertical_stacked_bars.html b/reference/vertical_stacked_bars.html
index 490260e5..eec8a477 100644
--- a/reference/vertical_stacked_bars.html
+++ b/reference/vertical_stacked_bars.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/visual-summary.html b/reference/visual-summary.html
index bdf19763..07d25902 100644
--- a/reference/visual-summary.html
+++ b/reference/visual-summary.html
@@ -15,7 +15,7 @@ Ggplot2 data summary visualisation based on visdat::vis_dat."><meta property="og
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/wide2long.html b/reference/wide2long.html
index cb25445e..f59b2c87 100644
--- a/reference/wide2long.html
+++ b/reference/wide2long.html
@@ -11,7 +11,7 @@ an added "ignore" string pattern or similarly. Example 2.'><meta property="og:im
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/with_labels.html b/reference/with_labels.html
index 1b390b40..1ca7cf0d 100644
--- a/reference/with_labels.html
+++ b/reference/with_labels.html
@@ -11,7 +11,7 @@ label automatically."><meta property="og:image" content="https://agdamsbo.github
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/reference/wrap_plot_list.html b/reference/wrap_plot_list.html
index 1f017191..d83c31d9 100644
--- a/reference/wrap_plot_list.html
+++ b/reference/wrap_plot_list.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -56,6 +56,7 @@
 <span>  guides <span class="op">=</span> <span class="st">"collect"</span>,</span>
 <span>  axes <span class="op">=</span> <span class="st">"collect"</span>,</span>
 <span>  axis_titles <span class="op">=</span> <span class="st">"collect"</span>,</span>
+<span>  y.axis.percentage <span class="op">=</span> <span class="cn">FALSE</span>,</span>
 <span>  <span class="va">...</span></span>
 <span><span class="op">)</span></span></code></pre></div>
     </div>
diff --git a/reference/wrap_plot_list.md b/reference/wrap_plot_list.md
index 0bcbc7d7..09284646 100644
--- a/reference/wrap_plot_list.md
+++ b/reference/wrap_plot_list.md
@@ -13,6 +13,7 @@ wrap_plot_list(
   guides = "collect",
   axes = "collect",
   axis_titles = "collect",
+  y.axis.percentage = FALSE,
   ...
 )
 ```
diff --git a/reference/write_quarto.html b/reference/write_quarto.html
index 9cc8ba1e..49e3b984 100644
--- a/reference/write_quarto.html
+++ b/reference/write_quarto.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">26.4.2</small>
 
 
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/search.json b/search.json
index 1bbad3a8..202f3c4b 100644
--- a/search.json
+++ b/search.json
@@ -1 +1 @@
-[{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"our-pledge","dir":"","previous_headings":"","what":"Our Pledge","title":"Contributor Covenant Code of Conduct","text":"members, contributors, leaders pledge make participation community harassment-free experience everyone, regardless age, body size, visible invisible disability, ethnicity, sex characteristics, gender identity expression, level experience, education, socio-economic status, nationality, personal appearance, race, caste, color, religion, sexual identity orientation. pledge act interact ways contribute open, welcoming, diverse, inclusive, healthy community.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"our-standards","dir":"","previous_headings":"","what":"Our Standards","title":"Contributor Covenant Code of Conduct","text":"Examples behavior contributes positive environment community include: Demonstrating empathy kindness toward people respectful differing opinions, viewpoints, experiences Giving gracefully accepting constructive feedback Accepting responsibility apologizing affected mistakes, learning experience Focusing best just us individuals, overall community Examples unacceptable behavior include: use sexualized language imagery, sexual attention advances kind Trolling, insulting derogatory comments, personal political attacks Public private harassment Publishing others’ private information, physical email address, without explicit permission conduct reasonably considered inappropriate professional setting","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"enforcement-responsibilities","dir":"","previous_headings":"","what":"Enforcement Responsibilities","title":"Contributor Covenant Code of Conduct","text":"Community leaders responsible clarifying enforcing standards acceptable behavior take appropriate fair corrective action response behavior deem inappropriate, threatening, offensive, harmful. Community leaders right responsibility remove, edit, reject comments, commits, code, wiki edits, issues, contributions aligned Code Conduct, communicate reasons moderation decisions appropriate.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"scope","dir":"","previous_headings":"","what":"Scope","title":"Contributor Covenant Code of Conduct","text":"Code Conduct applies within community spaces, also applies individual officially representing community public spaces. Examples representing community include using official e-mail address, posting via official social media account, acting appointed representative online offline event.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"enforcement","dir":"","previous_headings":"","what":"Enforcement","title":"Contributor Covenant Code of Conduct","text":"Instances abusive, harassing, otherwise unacceptable behavior may reported community leaders responsible enforcement agdamsbo@clin.au.dk. complaints reviewed investigated promptly fairly. community leaders obligated respect privacy security reporter incident.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"enforcement-guidelines","dir":"","previous_headings":"","what":"Enforcement Guidelines","title":"Contributor Covenant Code of Conduct","text":"Community leaders follow Community Impact Guidelines determining consequences action deem violation Code Conduct:","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_1-correction","dir":"","previous_headings":"Enforcement Guidelines","what":"1. Correction","title":"Contributor Covenant Code of Conduct","text":"Community Impact: Use inappropriate language behavior deemed unprofessional unwelcome community. Consequence: private, written warning community leaders, providing clarity around nature violation explanation behavior inappropriate. public apology may requested.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_2-warning","dir":"","previous_headings":"Enforcement Guidelines","what":"2. Warning","title":"Contributor Covenant Code of Conduct","text":"Community Impact: violation single incident series actions. Consequence: warning consequences continued behavior. interaction people involved, including unsolicited interaction enforcing Code Conduct, specified period time. includes avoiding interactions community spaces well external channels like social media. Violating terms may lead temporary permanent ban.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_3-temporary-ban","dir":"","previous_headings":"Enforcement Guidelines","what":"3. Temporary Ban","title":"Contributor Covenant Code of Conduct","text":"Community Impact: serious violation community standards, including sustained inappropriate behavior. Consequence: temporary ban sort interaction public communication community specified period time. public private interaction people involved, including unsolicited interaction enforcing Code Conduct, allowed period. Violating terms may lead permanent ban.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_4-permanent-ban","dir":"","previous_headings":"Enforcement Guidelines","what":"4. Permanent Ban","title":"Contributor Covenant Code of Conduct","text":"Community Impact: Demonstrating pattern violation community standards, including sustained inappropriate behavior, harassment individual, aggression toward disparagement classes individuals. Consequence: permanent ban sort public interaction within community.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"attribution","dir":"","previous_headings":"","what":"Attribution","title":"Contributor Covenant Code of Conduct","text":"Code Conduct adapted Contributor Covenant, version 2.1, available https://www.contributor-covenant.org/version/2/1/code_of_conduct.html. Community Impact Guidelines inspired [Mozilla’s code conduct enforcement ladder][https://github.com/mozilla/inclusion]. answers common questions code conduct, see FAQ https://www.contributor-covenant.org/faq. Translations available https://www.contributor-covenant.org/translations.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":null,"dir":"","previous_headings":"","what":"GNU Affero General Public License","title":"GNU Affero General Public License","text":"Version 3, 19 November 2007 Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/> Everyone permitted copy distribute verbatim copies license document, changing allowed.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"preamble","dir":"","previous_headings":"","what":"Preamble","title":"GNU Affero General Public License","text":"GNU Affero General Public License free, copyleft license software kinds works, specifically designed ensure cooperation community case network server software. licenses software practical works designed take away freedom share change works. contrast, General Public Licenses intended guarantee freedom share change versions program–make sure remains free software users. speak free software, referring freedom, price. General Public Licenses designed make sure freedom distribute copies free software (charge wish), receive source code can get want , can change software use pieces new free programs, know can things. Developers use General Public Licenses protect rights two steps: (1) assert copyright software, (2) offer License gives legal permission copy, distribute /modify software. secondary benefit defending users’ freedom improvements made alternate versions program, receive widespread use, become available developers incorporate. Many developers free software heartened encouraged resulting cooperation. However, case software used network servers, result may fail come . GNU General Public License permits making modified version letting public access server without ever releasing source code public. GNU Affero General Public License designed specifically ensure , cases, modified source code becomes available community. requires operator network server provide source code modified version running users server. Therefore, public use modified version, publicly accessible server, gives public access source code modified version. older license, called Affero General Public License published Affero, designed accomplish similar goals. different license, version Affero GPL, Affero released new version Affero GPL permits relicensing license. precise terms conditions copying, distribution modification follow.","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_0-definitions","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"0. Definitions.","title":"GNU Affero General Public License","text":"“License” refers version 3 GNU Affero General Public License. “Copyright” also means copyright-like laws apply kinds works, semiconductor masks. “Program” refers copyrightable work licensed License. licensee addressed “”. “Licensees” “recipients” may individuals organizations. “modify” work means copy adapt part work fashion requiring copyright permission, making exact copy. resulting work called “modified version” earlier work work “based ” earlier work. “covered work” means either unmodified Program work based Program. “propagate” work means anything , without permission, make directly secondarily liable infringement applicable copyright law, except executing computer modifying private copy. Propagation includes copying, distribution (without modification), making available public, countries activities well. “convey” work means kind propagation enables parties make receive copies. Mere interaction user computer network, transfer copy, conveying. interactive user interface displays “Appropriate Legal Notices” extent includes convenient prominently visible feature (1) displays appropriate copyright notice, (2) tells user warranty work (except extent warranties provided), licensees may convey work License, view copy License. interface presents list user commands options, menu, prominent item list meets criterion.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_1-source-code","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"1. Source Code.","title":"GNU Affero General Public License","text":"“source code” work means preferred form work making modifications . “Object code” means non-source form work. “Standard Interface” means interface either official standard defined recognized standards body, , case interfaces specified particular programming language, one widely used among developers working language. “System Libraries” executable work include anything, work whole, () included normal form packaging Major Component, part Major Component, (b) serves enable use work Major Component, implement Standard Interface implementation available public source code form. “Major Component”, context, means major essential component (kernel, window system, ) specific operating system () executable work runs, compiler used produce work, object code interpreter used run . “Corresponding Source” work object code form means source code needed generate, install, (executable work) run object code modify work, including scripts control activities. However, include work’s System Libraries, general-purpose tools generally available free programs used unmodified performing activities part work. example, Corresponding Source includes interface definition files associated source files work, source code shared libraries dynamically linked subprograms work specifically designed require, intimate data communication control flow subprograms parts work. Corresponding Source need include anything users can regenerate automatically parts Corresponding Source. Corresponding Source work source code form work.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_2-basic-permissions","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"2. Basic Permissions.","title":"GNU Affero General Public License","text":"rights granted License granted term copyright Program, irrevocable provided stated conditions met. License explicitly affirms unlimited permission run unmodified Program. output running covered work covered License output, given content, constitutes covered work. License acknowledges rights fair use equivalent, provided copyright law. may make, run propagate covered works convey, without conditions long license otherwise remains force. may convey covered works others sole purpose make modifications exclusively , provide facilities running works, provided comply terms License conveying material control copyright. thus making running covered works must exclusively behalf, direction control, terms prohibit making copies copyrighted material outside relationship . Conveying circumstances permitted solely conditions stated . Sublicensing allowed; section 10 makes unnecessary.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_3-protecting-users-legal-rights-from-anti-circumvention-law","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"3. Protecting Users’ Legal Rights From Anti-Circumvention Law.","title":"GNU Affero General Public License","text":"covered work shall deemed part effective technological measure applicable law fulfilling obligations article 11 WIPO copyright treaty adopted 20 December 1996, similar laws prohibiting restricting circumvention measures. convey covered work, waive legal power forbid circumvention technological measures extent circumvention effected exercising rights License respect covered work, disclaim intention limit operation modification work means enforcing, work’s users, third parties’ legal rights forbid circumvention technological measures.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_4-conveying-verbatim-copies","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"4. Conveying Verbatim Copies.","title":"GNU Affero General Public License","text":"may convey verbatim copies Program’s source code receive , medium, provided conspicuously appropriately publish copy appropriate copyright notice; keep intact notices stating License non-permissive terms added accord section 7 apply code; keep intact notices absence warranty; give recipients copy License along Program. may charge price price copy convey, may offer support warranty protection fee.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_5-conveying-modified-source-versions","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"5. Conveying Modified Source Versions.","title":"GNU Affero General Public License","text":"may convey work based Program, modifications produce Program, form source code terms section 4, provided also meet conditions: work must carry prominent notices stating modified , giving relevant date. work must carry prominent notices stating released License conditions added section 7. requirement modifies requirement section 4 “keep intact notices”. must license entire work, whole, License anyone comes possession copy. License therefore apply, along applicable section 7 additional terms, whole work, parts, regardless packaged. License gives permission license work way, invalidate permission separately received . work interactive user interfaces, must display Appropriate Legal Notices; however, Program interactive interfaces display Appropriate Legal Notices, work need make . compilation covered work separate independent works, nature extensions covered work, combined form larger program, volume storage distribution medium, called “aggregate” compilation resulting copyright used limit access legal rights compilation’s users beyond individual works permit. Inclusion covered work aggregate cause License apply parts aggregate.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_6-conveying-non-source-forms","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"6. Conveying Non-Source Forms.","title":"GNU Affero General Public License","text":"may convey covered work object code form terms sections 4 5, provided also convey machine-readable Corresponding Source terms License, one ways: Convey object code , embodied , physical product (including physical distribution medium), accompanied Corresponding Source fixed durable physical medium customarily used software interchange. Convey object code , embodied , physical product (including physical distribution medium), accompanied written offer, valid least three years valid long offer spare parts customer support product model, give anyone possesses object code either (1) copy Corresponding Source software product covered License, durable physical medium customarily used software interchange, price reasonable cost physically performing conveying source, (2) access copy Corresponding Source network server charge. Convey individual copies object code copy written offer provide Corresponding Source. alternative allowed occasionally noncommercially, received object code offer, accord subsection 6b. Convey object code offering access designated place (gratis charge), offer equivalent access Corresponding Source way place charge. need require recipients copy Corresponding Source along object code. place copy object code network server, Corresponding Source may different server (operated third party) supports equivalent copying facilities, provided maintain clear directions next object code saying find Corresponding Source. Regardless server hosts Corresponding Source, remain obligated ensure available long needed satisfy requirements. Convey object code using peer--peer transmission, provided inform peers object code Corresponding Source work offered general public charge subsection 6d. separable portion object code, whose source code excluded Corresponding Source System Library, need included conveying object code work. “User Product” either (1) “consumer product”, means tangible personal property normally used personal, family, household purposes, (2) anything designed sold incorporation dwelling. determining whether product consumer product, doubtful cases shall resolved favor coverage. particular product received particular user, “normally used” refers typical common use class product, regardless status particular user way particular user actually uses, expects expected use, product. product consumer product regardless whether product substantial commercial, industrial non-consumer uses, unless uses represent significant mode use product. “Installation Information” User Product means methods, procedures, authorization keys, information required install execute modified versions covered work User Product modified version Corresponding Source. information must suffice ensure continued functioning modified object code case prevented interfered solely modification made. convey object code work section , , specifically use , User Product, conveying occurs part transaction right possession use User Product transferred recipient perpetuity fixed term (regardless transaction characterized), Corresponding Source conveyed section must accompanied Installation Information. requirement apply neither third party retains ability install modified object code User Product (example, work installed ROM). requirement provide Installation Information include requirement continue provide support service, warranty, updates work modified installed recipient, User Product modified installed. Access network may denied modification materially adversely affects operation network violates rules protocols communication across network. Corresponding Source conveyed, Installation Information provided, accord section must format publicly documented (implementation available public source code form), must require special password key unpacking, reading copying.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_7-additional-terms","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"7. Additional Terms.","title":"GNU Affero General Public License","text":"“Additional permissions” terms supplement terms License making exceptions one conditions. Additional permissions applicable entire Program shall treated though included License, extent valid applicable law. additional permissions apply part Program, part may used separately permissions, entire Program remains governed License without regard additional permissions. convey copy covered work, may option remove additional permissions copy, part . (Additional permissions may written require removal certain cases modify work.) may place additional permissions material, added covered work, can give appropriate copyright permission. Notwithstanding provision License, material add covered work, may (authorized copyright holders material) supplement terms License terms: Disclaiming warranty limiting liability differently terms sections 15 16 License; Requiring preservation specified reasonable legal notices author attributions material Appropriate Legal Notices displayed works containing ; Prohibiting misrepresentation origin material, requiring modified versions material marked reasonable ways different original version; Limiting use publicity purposes names licensors authors material; Declining grant rights trademark law use trade names, trademarks, service marks; Requiring indemnification licensors authors material anyone conveys material (modified versions ) contractual assumptions liability recipient, liability contractual assumptions directly impose licensors authors. non-permissive additional terms considered “restrictions” within meaning section 10. Program received , part , contains notice stating governed License along term restriction, may remove term. license document contains restriction permits relicensing conveying License, may add covered work material governed terms license document, provided restriction survive relicensing conveying. add terms covered work accord section, must place, relevant source files, statement additional terms apply files, notice indicating find applicable terms. Additional terms, permissive non-permissive, may stated form separately written license, stated exceptions; requirements apply either way.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_8-termination","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"8. Termination.","title":"GNU Affero General Public License","text":"may propagate modify covered work except expressly provided License. attempt otherwise propagate modify void, automatically terminate rights License (including patent licenses granted third paragraph section 11). However, cease violation License, license particular copyright holder reinstated () provisionally, unless copyright holder explicitly finally terminates license, (b) permanently, copyright holder fails notify violation reasonable means prior 60 days cessation. Moreover, license particular copyright holder reinstated permanently copyright holder notifies violation reasonable means, first time received notice violation License (work) copyright holder, cure violation prior 30 days receipt notice. Termination rights section terminate licenses parties received copies rights License. rights terminated permanently reinstated, qualify receive new licenses material section 10.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_9-acceptance-not-required-for-having-copies","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"9. Acceptance Not Required for Having Copies.","title":"GNU Affero General Public License","text":"required accept License order receive run copy Program. Ancillary propagation covered work occurring solely consequence using peer--peer transmission receive copy likewise require acceptance. However, nothing License grants permission propagate modify covered work. actions infringe copyright accept License. Therefore, modifying propagating covered work, indicate acceptance License .","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_10-automatic-licensing-of-downstream-recipients","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"10. Automatic Licensing of Downstream Recipients.","title":"GNU Affero General Public License","text":"time convey covered work, recipient automatically receives license original licensors, run, modify propagate work, subject License. responsible enforcing compliance third parties License. “entity transaction” transaction transferring control organization, substantially assets one, subdividing organization, merging organizations. propagation covered work results entity transaction, party transaction receives copy work also receives whatever licenses work party’s predecessor interest give previous paragraph, plus right possession Corresponding Source work predecessor interest, predecessor can get reasonable efforts. may impose restrictions exercise rights granted affirmed License. example, may impose license fee, royalty, charge exercise rights granted License, may initiate litigation (including cross-claim counterclaim lawsuit) alleging patent claim infringed making, using, selling, offering sale, importing Program portion .","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_11-patents","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"11. Patents.","title":"GNU Affero General Public License","text":"“contributor” copyright holder authorizes use License Program work Program based. work thus licensed called contributor’s “contributor version”. contributor’s “essential patent claims” patent claims owned controlled contributor, whether already acquired hereafter acquired, infringed manner, permitted License, making, using, selling contributor version, include claims infringed consequence modification contributor version. purposes definition, “control” includes right grant patent sublicenses manner consistent requirements License. contributor grants non-exclusive, worldwide, royalty-free patent license contributor’s essential patent claims, make, use, sell, offer sale, import otherwise run, modify propagate contents contributor version. following three paragraphs, “patent license” express agreement commitment, however denominated, enforce patent (express permission practice patent covenant sue patent infringement). “grant” patent license party means make agreement commitment enforce patent party. convey covered work, knowingly relying patent license, Corresponding Source work available anyone copy, free charge terms License, publicly available network server readily accessible means, must either (1) cause Corresponding Source available, (2) arrange deprive benefit patent license particular work, (3) arrange, manner consistent requirements License, extend patent license downstream recipients. “Knowingly relying” means actual knowledge , patent license, conveying covered work country, recipient’s use covered work country, infringe one identifiable patents country reason believe valid. , pursuant connection single transaction arrangement, convey, propagate procuring conveyance , covered work, grant patent license parties receiving covered work authorizing use, propagate, modify convey specific copy covered work, patent license grant automatically extended recipients covered work works based . patent license “discriminatory” include within scope coverage, prohibits exercise , conditioned non-exercise one rights specifically granted License. may convey covered work party arrangement third party business distributing software, make payment third party based extent activity conveying work, third party grants, parties receive covered work , discriminatory patent license () connection copies covered work conveyed (copies made copies), (b) primarily connection specific products compilations contain covered work, unless entered arrangement, patent license granted, prior 28 March 2007. Nothing License shall construed excluding limiting implied license defenses infringement may otherwise available applicable patent law.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_12-no-surrender-of-others-freedom","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"12. No Surrender of Others’ Freedom.","title":"GNU Affero General Public License","text":"conditions imposed (whether court order, agreement otherwise) contradict conditions License, excuse conditions License. convey covered work satisfy simultaneously obligations License pertinent obligations, consequence may convey . example, agree terms obligate collect royalty conveying convey Program, way satisfy terms License refrain entirely conveying Program.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_13-remote-network-interaction-use-with-the-gnu-general-public-license","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"13. Remote Network Interaction; Use with the GNU General Public License.","title":"GNU Affero General Public License","text":"Notwithstanding provision License, modify Program, modified version must prominently offer users interacting remotely computer network (version supports interaction) opportunity receive Corresponding Source version providing access Corresponding Source network server charge, standard customary means facilitating copying software. Corresponding Source shall include Corresponding Source work covered version 3 GNU General Public License incorporated pursuant following paragraph. Notwithstanding provision License, permission link combine covered work work licensed version 3 GNU General Public License single combined work, convey resulting work. terms License continue apply part covered work, work combined remain governed version 3 GNU General Public License.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_14-revised-versions-of-this-license","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"14. Revised Versions of this License.","title":"GNU Affero General Public License","text":"Free Software Foundation may publish revised /new versions GNU Affero General Public License time time. new versions similar spirit present version, may differ detail address new problems concerns. version given distinguishing version number. Program specifies certain numbered version GNU Affero General Public License “later version” applies , option following terms conditions either numbered version later version published Free Software Foundation. Program specify version number GNU Affero General Public License, may choose version ever published Free Software Foundation. Program specifies proxy can decide future versions GNU Affero General Public License can used, proxy’s public statement acceptance version permanently authorizes choose version Program. Later license versions may give additional different permissions. However, additional obligations imposed author copyright holder result choosing follow later version.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_15-disclaimer-of-warranty","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"15. Disclaimer of Warranty.","title":"GNU Affero General Public License","text":"WARRANTY PROGRAM, EXTENT PERMITTED APPLICABLE LAW. EXCEPT OTHERWISE STATED WRITING COPYRIGHT HOLDERS /PARTIES PROVIDE PROGRAM “” WITHOUT WARRANTY KIND, EITHER EXPRESSED IMPLIED, INCLUDING, LIMITED , IMPLIED WARRANTIES MERCHANTABILITY FITNESS PARTICULAR PURPOSE. ENTIRE RISK QUALITY PERFORMANCE PROGRAM . PROGRAM PROVE DEFECTIVE, ASSUME COST NECESSARY SERVICING, REPAIR CORRECTION.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_16-limitation-of-liability","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"16. Limitation of Liability.","title":"GNU Affero General Public License","text":"EVENT UNLESS REQUIRED APPLICABLE LAW AGREED WRITING COPYRIGHT HOLDER, PARTY MODIFIES /CONVEYS PROGRAM PERMITTED , LIABLE DAMAGES, INCLUDING GENERAL, SPECIAL, INCIDENTAL CONSEQUENTIAL DAMAGES ARISING USE INABILITY USE PROGRAM (INCLUDING LIMITED LOSS DATA DATA RENDERED INACCURATE LOSSES SUSTAINED THIRD PARTIES FAILURE PROGRAM OPERATE PROGRAMS), EVEN HOLDER PARTY ADVISED POSSIBILITY DAMAGES.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_17-interpretation-of-sections-15-and-16","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"17. Interpretation of Sections 15 and 16.","title":"GNU Affero General Public License","text":"disclaimer warranty limitation liability provided given local legal effect according terms, reviewing courts shall apply local law closely approximates absolute waiver civil liability connection Program, unless warranty assumption liability accompanies copy Program return fee. END TERMS CONDITIONS","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"how-to-apply-these-terms-to-your-new-programs","dir":"","previous_headings":"","what":"How to Apply These Terms to Your New Programs","title":"GNU Affero General Public License","text":"develop new program, want greatest possible use public, best way achieve make free software everyone can redistribute change terms. , attach following notices program. safest attach start source file effectively state exclusion warranty; file least “copyright” line pointer full notice found. Also add information contact electronic paper mail. software can interact users remotely computer network, also make sure provides way users get source. example, program web application, interface display “Source” link leads users archive code. many ways offer source, different solutions better different programs; see section 13 specific requirements. also get employer (work programmer) school, , sign “copyright disclaimer” program, necessary. information , apply follow GNU AGPL, see https://www.gnu.org/licenses/.","code":"<one line to give the program's name and a brief idea of what it does.>     Copyright (C) <year>  <name of author>      This program is free software: you can redistribute it and/or modify     it under the terms of the GNU Affero General Public License as     published by the Free Software Foundation, either version 3 of the     License, or (at your option) any later version.      This program is distributed in the hope that it will be useful,     but WITHOUT ANY WARRANTY; without even the implied warranty of     MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the     GNU Affero General Public License for more details.      You should have received a copy of the GNU Affero General Public License     along with this program.  If not, see <https://www.gnu.org/licenses/>."},{"path":"https://agdamsbo.github.io/FreesearchR/QA.html","id":null,"dir":"","previous_headings":"","what":"Questions and answers","title":"Questions and answers","text":"complete instructions set also available, collection questions answers project use FreesearchR app.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/QA.html","id":"are-you-keeping-the-uploaded-data","dir":"","previous_headings":"","what":"Are you keeping the uploaded data?","title":"Questions and answers","text":"! uploaded data deleted session ends, stored analyses immediately deleted.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/QA.html","id":"how-do-i-merge-multiple-datasets","dir":"","previous_headings":"","what":"How do I merge multiple datasets?","title":"Questions and answers","text":"can merge multiple sheets ods xls(x) files import common key variable present selected sheets. Multiple file upload/merge currently supported.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":null,"dir":"","previous_headings":"","what":"Project roadmap","title":"Project roadmap","text":"current state app considered experimental, however, version 25.4.2, FreesearchR app considered functional can used data evaluation analyses. (actual list quite long growing) planned new features improvements:","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":"implementation-in-real-world-clinical-studies-and-projects","dir":"","previous_headings":"","what":"Implementation in real world clinical studies and projects","title":"Project roadmap","text":"really main goal whole project.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":"new-features","dir":"","previous_headings":"","what":"New features:","title":"Project roadmap","text":"Merge data multiple sources (can merge sheets workbook (xls ods), allow merging several files /REDcap data) Additional plot types (bar plots, others…) Missingness analysis panel","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":"expanded-options-for-regression-models","dir":"","previous_headings":"","what":"Expanded options for regression models:","title":"Project roadmap","text":"Expansion regression analysis functionality put hold now focus basic use-cases): study designs Cross-sectional data analyses Longitudinal data analyses Survival analysis regression models Stratified analyses Mixed models repeated measures Cox regression analyses Data handling Transforming data (transpose pivoting)","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":"improved-documentation","dir":"","previous_headings":"","what":"Improved documentation:","title":"Project roadmap","text":"Video walk-central functions","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/articles/session.html","id":"platform-info","dir":"Articles","previous_headings":"","what":"Platform info","title":"Session info","text":"","code":"FreesearchR:::session_data$platform |> knitr::kable()"},{"path":"https://agdamsbo.github.io/FreesearchR/articles/session.html","id":"libraries","dir":"Articles","previous_headings":"","what":"Libraries","title":"Session info","text":"","code":"FreesearchR:::session_data$libs|> knitr::kable()"},{"path":"https://agdamsbo.github.io/FreesearchR/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Andreas Gammelgaard Damsbo. Author, maintainer. Jutta Mari Adelin Jørgensen. Contributor. Anne Brink Behrndtz. Contributor.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Damsbo (2026). FreesearchR: Easy data analysis clinicians. R package version 26.4.1, https://github.com/agdamsbo/FreesearchR.","code":"@Manual{,   title = {FreesearchR: Easy data analysis for clinicians},   author = {Andreas Gammelgaard Damsbo},   year = {2026},   note = {R package version 26.4.1},   url = {https://github.com/agdamsbo/FreesearchR}, }"},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"freesearchr-","dir":"","previous_headings":"","what":"Easy data analysis for clinicians","title":"Easy data analysis for clinicians","text":"FreesearchR simple, clinical health data exploration analysis tool democratise clinical research assisting researcher easily evaluate analyse data export publication ready results. FreesearchR free open-source, accessible web browser link. app can also run locally, please see . feedback welcome can shared GitHub issue. suggestions collaboration much welcomed. Please reach !","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"motivation","dir":"","previous_headings":"","what":"Motivation","title":"Easy data analysis for clinicians","text":"app following simple goals: help health clinician getting overview data quality improvement projects clinical research help learners get good start analysing data coding R ease quick data overview basic visualisations clinical researcher ’s polished restructured version README section clarity, conciseness, user-friendliness:","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"run-locally-on-your-own-machine","dir":"","previous_headings":"","what":"Run Locally on Your Own Machine","title":"Easy data analysis for clinicians","text":"FreesearchR app can run locally machine, ensuring data transmitted externally. available options setup configuration.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"configuration--data-loading","dir":"","previous_headings":"Run Locally on Your Own Machine","what":"Configuration & Data Loading","title":"Easy data analysis for clinicians","text":"app can configured either passing named list run_app() setting environment variables Docker Compose file. following variables control data access display behavior. values provided, app use defaults listed . Configuration Variables","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"run-from-r-or-rstudio","dir":"","previous_headings":"Run Locally on Your Own Machine","what":"Run from R (or RStudio)","title":"Easy data analysis for clinicians","text":"’re working data R, FreesearchR quick easy tool exploratory analysis. Requirement: Ensure R installed, optionally editor like RStudio. Open R console run following code install FreesearchR package launch app: variables specified can also passed app launch R. Set DATA_LIMIT_UPPER=0 remove upper data limit. limit set protect online app version choking crashing large data sets.","code":"if (!require(\"devtools\")) install.packages(\"devtools\") devtools::install_github(\"agdamsbo/FreesearchR\") library(FreesearchR) # Load sample data (e.g., mtcars) to make it available in the app data(mtcars) launch_FreesearchR(INCLUDE_GLOBALENV=TRUE,CHECK_APP_VERSION=TRUE)"},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"running-with-docker-compose","dir":"","previous_headings":"Run Locally on Your Own Machine","what":"Running with Docker Compose","title":"Easy data analysis for clinicians","text":"advanced users, can deploy FreesearchR using Docker. data folder can mounted /app/data automatically load supported file types (.csv, .tsv, .txt, .xls, .xlsx, .ods, .dta, .rds) startup. mount local data folder, add volumes entry docker-compose.yml file: :ro flag mounts folder read-, preventing app modifying original data files. volume mounted, app start without preloaded datasets.","code":"services:   shiny:     image: ghcr.io/agdamsbo/freesearchr:latest     volumes:       - ./data:/app/data:ro     environment:       - INCLUDE_GLOBALENV=FALSE       - DATA_LIMIT_DEFAULT=10000       - DATA_LIMIT_UPPER=100000       - DATA_LIMIT_LOWER=1     ports:       - '3838:3838'     restart: on-failure"},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"code-of-conduct","dir":"","previous_headings":"","what":"Code of Conduct","title":"Easy data analysis for clinicians","text":"Please note FreesearchR project published Contributor Code Conduct. contributing project, agree abide terms.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"translators","dir":"","previous_headings":"","what":"Translators","title":"Easy data analysis for clinicians","text":"Thank much translators helped translate validate translation drafts.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"acknowledgements","dir":"","previous_headings":"","what":"Acknowledgements","title":"Easy data analysis for clinicians","text":"Like project, project never possible without great work others. sources packages used: FreesearchR app built Shiny based R. gtsummary: superb flexible way create publication-ready analytical summary tables. dreamRs: maintainers broad selection great extensions tools Shiny. easystats: performance::check_model() function central sparking idea create data analysis tool. IDEAfilter: visually appealing data filter function based {shinyDataFilter}. project written human AI-based tools. online FreesearchR app contains tracking script, transmitting minimal data usage. uploaded data transmitted anywhere. look tracking data . tracking data sent running app locally (see ).","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_palette.html","id":null,"dir":"Reference","previous_headings":"","what":"Use the FreesearchR colors — FreesearchR_palette","title":"Use the FreesearchR colors — FreesearchR_palette","text":"Use FreesearchR colors","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_palette.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Use the FreesearchR colors — FreesearchR_palette","text":"","code":"FreesearchR_palette(n)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_palette.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Use the FreesearchR colors — FreesearchR_palette","text":"n number colors","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_palette.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Use the FreesearchR colors — FreesearchR_palette","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_palette.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Use the FreesearchR colors — FreesearchR_palette","text":"","code":"FreesearchR_palette(n=7) #> [1] \"#1E4A8F\" \"#FF6F61\" \"#00C896\" \"#FFB100\" \"#CC2E25\" \"#8A4FFF\" \"#11A0EC\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_theme.html","id":null,"dir":"Reference","previous_headings":"","what":"Custom theme based on unity — FreesearchR_theme","title":"Custom theme based on unity — FreesearchR_theme","text":"Custom theme based unity","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_theme.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Custom theme based on unity — FreesearchR_theme","text":"","code":"FreesearchR_theme(   ...,   version = 5,   primary = FreesearchR_colors(\"primary\"),   secondary = FreesearchR_colors(\"secondary\"),   bootswatch = \"united\",   base_font = bslib::font_google(\"Montserrat\"),   heading_font = bslib::font_google(\"Public Sans\", wght = \"700\"),   code_font = bslib::font_google(\"Open Sans\"),   success = FreesearchR_colors(\"success\"),   info = FreesearchR_colors(\"info\"),   warning = FreesearchR_colors(\"warning\"),   danger = FreesearchR_colors(\"danger\") )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_theme.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Custom theme based on unity — FreesearchR_theme","text":"... everything passed bslib::bs_theme()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_theme.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Custom theme based on unity — FreesearchR_theme","text":"theme list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_theme.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Custom theme based on unity — FreesearchR_theme","text":"","code":"if (interactive()) { bs_theme_preview(FreesearchR_theme) }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":null,"dir":"Reference","previous_headings":"","what":"Convert class grid column to icon — add_class_icon","title":"Convert class grid column to icon — add_class_icon","text":"Convert class grid column icon","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Convert class grid column to icon — add_class_icon","text":"","code":"add_class_icon(grid, column = \"class\", fun = class_icons)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Convert class grid column to icon — add_class_icon","text":"grid grid column column","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Convert class grid column to icon — add_class_icon","text":"datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Convert class grid column to icon — add_class_icon","text":"","code":"mtcars |>   overview_vars() |>   toastui::datagrid() |>   add_class_icon()      {\"x\":{\"nrow\":11,\"ncol\":7,\"data\":[[\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\"],[\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\"],[\"mpg\",\"cyl\",\"disp\",\"hp\",\"drat\",\"wt\",\"qsec\",\"vs\",\"am\",\"gear\",\"carb\"],[0,0,0,0,0,0,0,0,0,0,0],[1,1,1,1,1,1,1,1,1,1,1],[25,3,27,22,22,29,30,2,2,3,6],[[21,21,22.8,21.4,18.7,18.1,14.3,24.4,22.8,19.2,17.8,16.4,17.3,15.2,10.4,10.4,14.7,32.4,30.4,33.9,21.5,15.5,15.2,13.3,19.2,27.3,26,30.4,15.8,19.7,15,21.4],[6,6,4,6,8,6,8,4,4,6,6,8,8,8,8,8,8,4,4,4,4,8,8,8,8,4,4,4,8,6,8,4],[160,160,108,258,360,225,360,146.7,140.8,167.6,167.6,275.8,275.8,275.8,472,460,440,78.7,75.7,71.09999999999999,120.1,318,304,350,400,79,120.3,95.09999999999999,351,145,301,121],[110,110,93,110,175,105,245,62,95,123,123,180,180,180,205,215,230,66,52,65,97,150,150,245,175,66,91,113,264,175,335,109],[3.9,3.9,3.85,3.08,3.15,2.76,3.21,3.69,3.92,3.92,3.92,3.07,3.07,3.07,2.93,3,3.23,4.08,4.93,4.22,3.7,2.76,3.15,3.73,3.08,4.08,4.43,3.77,4.22,3.62,3.54,4.11],[2.62,2.875,2.32,3.215,3.44,3.46,3.57,3.19,3.15,3.44,3.44,4.07,3.73,3.78,5.25,5.424,5.345,2.2,1.615,1.835,2.465,3.52,3.435,3.84,3.845,1.935,2.14,1.513,3.17,2.77,3.57,2.78],[16.46,17.02,18.61,19.44,17.02,20.22,15.84,20,22.9,18.3,18.9,17.4,17.6,18,17.98,17.82,17.42,19.47,18.52,19.9,20.01,16.87,17.3,15.41,17.05,18.9,16.7,16.9,14.5,15.5,14.6,18.6],[0,0,1,1,0,1,0,1,1,1,1,0,0,0,0,0,0,1,1,1,1,0,0,0,0,1,0,1,0,0,0,1],[1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,1,1,1,1,1,1,1],[4,4,4,3,3,3,3,4,4,4,4,3,3,3,3,3,3,4,4,4,3,3,3,3,3,4,5,5,5,5,5,4],[4,4,1,1,2,1,4,2,2,4,4,3,3,3,4,4,4,1,2,1,1,2,2,4,2,1,2,2,4,6,8,2]]],\"colnames\":[\"icon\",\"class\",\"name\",\"n_missing\",\"p_complete\",\"n_unique\",\"vals\"],\"options\":{\"columns\":[{\"header\":\"icon\",\"name\":\"icon\",\"sortable\":true,\"align\":\"left\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"}}},{\"header\":\"class\",\"name\":\"class\",\"sortable\":true,\"align\":\"left\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"},\"type\":\"datagrid.renderer.format\",\"options\":{\"formatted\":[\"<svg xmlns=\\\"http://www.w3.org/2000/svg\\\" viewbox=\\\"0 0 256 256\\\" class=\\\"phosphor-svg\\\" height=\\\"1.33em\\\" fill=\\\"currentColor\\\" style=\\\"vertical-align:-0.25em;\\\">\\n  <path d=\\\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\\\"><\\/path>\\n  <title>calculator-light<\\/title>\\n<\\/svg>\",\"<svg xmlns=\\\"http://www.w3.org/2000/svg\\\" viewbox=\\\"0 0 256 256\\\" class=\\\"phosphor-svg\\\" height=\\\"1.33em\\\" fill=\\\"currentColor\\\" style=\\\"vertical-align:-0.25em;\\\">\\n  <path 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X1.20 #> 1              a     1 #> 2              b     2 #> 3              c     3 #> 4              d     4 #> 5              e     5 #> 6              f     6 #> 7              g     7 #> 8              h     8 #> 9              i     9 #> 10             j    10 #> 11             k    11 #> 12             l    12 #> 13             m    13 #> 14             n    14 #> 15             o    15 #> 16             p    16 #> 17             q    17 #> 18             r    18 #> 19             s    19 #> 20             t    20 #>  letters[1:20] |> append_list(ls_d, \"letters\") #> $letters #>  [1] \"a\" \"b\" \"c\" \"d\" \"e\" \"f\" \"g\" \"h\" \"i\" \"j\" \"k\" \"l\" \"m\" \"n\" \"o\" \"p\" \"q\" \"r\" \"s\" #> [20] \"t\" #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/apply_labels.html","id":null,"dir":"Reference","previous_headings":"","what":"Apply a named label vector to a data frame — apply_labels","title":"Apply a named label vector to a data frame — apply_labels","text":"Apply named label vector data frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/apply_labels.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Apply a named label vector to a data frame — apply_labels","text":"","code":"apply_labels(df, labels)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/apply_labels.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Apply a named label vector to a data frame — apply_labels","text":"df data frame. labels named character vector (names = column names, values = labels). Typically output extract_labels(). Labels absent columns silently ignored.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/apply_labels.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Apply a named label vector to a data frame — apply_labels","text":"df \"label\" attributes set matching columns.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/argsstring2list.html","id":null,"dir":"Reference","previous_headings":"","what":"Convert string of arguments to list of arguments — argsstring2list","title":"Convert string of arguments to list of arguments — argsstring2list","text":"Idea answer: https://stackoverflow.com//62979238","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/argsstring2list.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Convert string of arguments to list of arguments — argsstring2list","text":"","code":"argsstring2list(string)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/argsstring2list.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Convert string of arguments to list of arguments — argsstring2list","text":"string string convert list use .call","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/argsstring2list.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Convert string of arguments to list of arguments — argsstring2list","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/argsstring2list.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Convert string of arguments to list of arguments — argsstring2list","text":"","code":"argsstring2list(\"A=1:5,b=2:4\") #> $A #> [1] 1 2 3 4 5 #>  #> $b #> [1] 2 3 4 #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/baseline_table.html","id":null,"dir":"Reference","previous_headings":"","what":"Print a flexible baseline characteristics table — baseline_table","title":"Print a flexible baseline characteristics table — baseline_table","text":"Print flexible baseline characteristics table","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/baseline_table.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Print a flexible baseline characteristics table — baseline_table","text":"","code":"baseline_table(   data,   fun.args = NULL,   fun = gtsummary::tbl_summary,   vars = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/baseline_table.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Print a flexible baseline characteristics table — baseline_table","text":"data data set fun.args list arguments passed fun function vars character vector variables include","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/baseline_table.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Print a flexible baseline characteristics table — baseline_table","text":"object standard class fun","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/baseline_table.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Print a flexible baseline characteristics table — baseline_table","text":"","code":"mtcars |> baseline_table()     Characteristic       N = 321     mpg 19.2 (15.4, 22.8)cyl     4 11 (34%)    6 7 (22%)    8 14 (44%)disp 196 (121, 334)hp 123 (96, 180)drat 3.70 (3.08, 3.92)wt 3.33 (2.54, 3.65)qsec 17.71 (16.89, 18.90)vs 14 (44%)am 13 (41%)gear     3 15 (47%)    4 12 (38%)    5 5 (16%)carb     1 7 (22%)    2 10 (31%)    3 3 (9.4%)    4 10 (31%)    6 1 (3.1%)    8 1 (3.1%)1 Median (Q1, Q3); n (%)     mtcars |> baseline_table(fun.args = list(by = \"gear\"))     Characteristic       3 N = 151       4 N = 121       5 N = 51     mpg 15.5 (14.3, 18.7) 22.8 (21.0, 28.9) 19.7 (15.8, 26.0)cyl       4 1 (6.7%) 8 (67%) 2 (40%)    6 2 (13%) 4 (33%) 1 (20%)    8 12 (80%) 0 (0%) 2 (40%)disp 318 (276, 400) 131 (79, 160) 145 (120, 301)hp 180 (150, 215) 94 (66, 110) 175 (113, 264)drat 3.08 (3.00, 3.21) 3.92 (3.90, 4.10) 3.77 (3.62, 4.22)wt 3.73 (3.44, 4.07) 2.70 (2.07, 3.17) 2.77 (2.14, 3.17)qsec 17.42 (17.02, 18.00) 18.76 (18.41, 19.69) 15.50 (14.60, 16.70)vs 3 (20%) 10 (83%) 1 (20%)am 0 (0%) 8 (67%) 5 (100%)carb       1 3 (20%) 4 (33%) 0 (0%)    2 4 (27%) 4 (33%) 2 (40%)    3 3 (20%) 0 (0%) 0 (0%)    4 5 (33%) 4 (33%) 1 (20%)    6 0 (0%) 0 (0%) 1 (20%)    8 0 (0%) 0 (0%) 1 (20%)1 Median (Q1, Q3); n (%)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/check_app_version.html","id":null,"dir":"Reference","previous_headings":"","what":"Run a startup version check and return a banner UI element — check_app_version","title":"Run a startup version check and return a banner UI element — check_app_version","text":"Call outside server() – typically global.R top app.R – embed returned value directly UI definition. check runs startup banner present first render loading delay, uiOutput() / renderUI() wiring needed.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/check_app_version.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Run a startup version check and return a banner UI element — check_app_version","text":"","code":"check_app_version(   github_user,   github_repo,   app_version = NULL,   verbose = FALSE )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/check_app_version.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Run a startup version check and return a banner UI element — check_app_version","text":"github_user GitHub username organisation owns repository. github_repo Repository name. Also used package name utils::packageVersion(). app_version Optional fallback version string environments package installed (e.g. shinyapps.io). Pass result app_version() function . Ignored packageVersion() succeeds. verbose Logical; TRUE banner always returned. Defaults FALSE.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/check_app_version.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Run a startup version check and return a banner UI element — check_app_version","text":"shinyWidgets::alert() UI element, NULL nothing show (date non-verbose mode).","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/check_app_version.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Run a startup version check and return a banner UI element — check_app_version","text":"Normal mode (verbose = FALSE): returns banner newer version available check fails. Returns NULL app date (Shiny silently ignores NULL UI). Verbose / debug mode (verbose = TRUE): always returns banner – including success banner date – can confirm check ran inspect version strings development.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/check_app_version.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Run a startup version check and return a banner UI element — check_app_version","text":"","code":"if (FALSE) { # \\dontrun{ # global.R or top of app.R source(\"version_check.R\") version_banner <- check_app_version(   github_user = \"my-org\",   github_repo = \"my-shiny-app\",   app_version = app_version()   # fallback for shinyapps.io )  # ui.R fluidPage(   version_banner,   # ... rest of UI )  # Verbose mode for development version_banner <- check_app_version(   github_user = \"my-org\",   github_repo = \"my-shiny-app\",   app_version = app_version(),   verbose     = TRUE ) } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/class_icons.html","id":null,"dir":"Reference","previous_headings":"","what":"Get data class icons — class_icons","title":"Get data class icons — class_icons","text":"Get data class icons","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/class_icons.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get data class icons — class_icons","text":"","code":"class_icons(x)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/class_icons.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get data class icons — class_icons","text":"x character vector data classes","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/class_icons.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get data class icons — class_icons","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/class_icons.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get data class icons — class_icons","text":"","code":"\"numeric\" |> class_icons()|> str() #> List of 3 #>  $ name    : chr \"svg\" #>  $ attribs :List of 6 #>   ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   ..$ viewbox: chr \"0 0 256 256\" #>   ..$ class  : chr \"phosphor-svg\" #>   ..$ height : chr \"1.33em\" #>   ..$ fill   : chr \"currentColor\" #>   ..$ style  : chr \"vertical-align:-0.25em;\" #>  $ children:List of 2 #>   ..$ :List of 3 #>   .. ..$ name    : chr \"path\" #>   .. ..$ attribs :List of 1 #>   .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. ..$ children: list() #>   .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..$ :List of 3 #>   .. ..$ name    : chr \"title\" #>   .. ..$ attribs : Named list() #>   .. ..$ children:List of 1 #>   .. .. ..$ : chr \"calculator-light\" #>   .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>  - attr(*, \"class\")= chr \"shiny.tag\" mtcars |> sapply(class) |> class_icons() |> str() #> List of 11 #>  $ mpg :List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ cyl :List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ disp:List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ hp  :List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ drat:List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ wt  :List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ qsec:List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ vs  :List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ am  :List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ gear:List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ carb:List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_common_axis.html","id":null,"dir":"Reference","previous_headings":"","what":"Extract and clean axis ranges — clean_common_axis","title":"Extract and clean axis ranges — clean_common_axis","text":"Extract clean axis ranges","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_common_axis.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Extract and clean axis ranges — clean_common_axis","text":"","code":"clean_common_axis(p, axis)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_common_axis.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Extract and clean axis ranges — clean_common_axis","text":"p plot axis axis. x y.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_common_axis.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Extract and clean axis ranges — clean_common_axis","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_date.html","id":null,"dir":"Reference","previous_headings":"","what":"Attempts at applying uniform date format — clean_date","title":"Attempts at applying uniform date format — clean_date","text":"Attempts applying uniform date format","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_date.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Attempts at applying uniform date format — clean_date","text":"","code":"clean_date(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_date.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Attempts at applying uniform date format — clean_date","text":"data character string vector possible dates","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_date.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Attempts at applying uniform date format — clean_date","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_sep.html","id":null,"dir":"Reference","previous_headings":"","what":"gsub wrapper for piping with default values for separator substituting — clean_sep","title":"gsub wrapper for piping with default values for separator substituting — clean_sep","text":"gsub wrapper piping default values separator substituting","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_sep.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"gsub wrapper for piping with default values for separator substituting — clean_sep","text":"","code":"clean_sep(data, old.sep = \"[-.,/]\", new.sep = \"-\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_sep.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"gsub wrapper for piping with default values for separator substituting — clean_sep","text":"data character vector old.sep old separator new.sep new separator","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_sep.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"gsub wrapper for piping with default values for separator substituting — clean_sep","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/collapse_spaces.html","id":null,"dir":"Reference","previous_headings":"","what":"Substitue spaces/tabs with single space excluding text within quotes — collapse_spaces","title":"Substitue spaces/tabs with single space excluding text within quotes — collapse_spaces","text":"Written assisted Claude.ai. long possibly complicated, works","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/collapse_spaces.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Substitue spaces/tabs with single space excluding text within quotes — collapse_spaces","text":"","code":"collapse_spaces(x, preserve_newlines = TRUE)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/collapse_spaces.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Substitue spaces/tabs with single space excluding text within quotes — collapse_spaces","text":"x character string preserve_newlines flag preserve new lines","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/collapse_spaces.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Substitue spaces/tabs with single space excluding text within quotes — collapse_spaces","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/collapse_spaces.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Substitue spaces/tabs with single space excluding text within quotes — collapse_spaces","text":"","code":"collapse_spaces(c(\"cyl\", \"di sp\",\"s e   d\",\"d  e'dl  e'\")) #> Error in collapse_spaces(c(\"cyl\", \"di sp\", \"s e   d\", \"d  e'dl  e'\")): could not find function \"collapse_spaces\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/colorSelectInput.html","id":null,"dir":"Reference","previous_headings":"","what":"A selectizeInput customized for named vectors of color names supported by generate_colors — colorSelectInput","title":"A selectizeInput customized for named vectors of color names supported by generate_colors — colorSelectInput","text":"selectizeInput customized named vectors color names supported generate_colors","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/colorSelectInput.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"A selectizeInput customized for named vectors of color names supported by generate_colors — colorSelectInput","text":"","code":"colorSelectInput(   inputId,   label,   choices,   selected = NULL,   previews = 4,   ...,   placeholder = \"\" )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/colorSelectInput.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"A selectizeInput customized for named vectors of color names supported by generate_colors — colorSelectInput","text":"inputId passed selectizeInput label passed selectizeInput choices named vector fields populated selected default selection previews number preview colors. Default 4. ... passed selectizeInput placeholder passed selectizeInput options onInitialize passed selectizeInput options","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/colorSelectInput.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"A selectizeInput customized for named vectors of color names supported by generate_colors — colorSelectInput","text":"selectizeInput dropdown element","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/colorSelectInput.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"A selectizeInput customized for named vectors of color names supported by generate_colors — colorSelectInput","text":"","code":"if (shiny::interactive()) { top_palettes <- c( \"Perceptual (blue-yellow)\"   = \"viridis\", \"Perceptual (fire)\"          = \"plasma\", \"Colour-blind friendly\"      = \"Okabe-Ito\", \"Qualitative (bold)\"         = \"Dark 2\", \"Qualitative (paired)\"       = \"Paired\", \"Sequential (blues)\"         = \"Blues\", \"Diverging (red-blue)\"       = \"RdBu\", \"Tableau style\"              = \"Tableau 10\", \"Pastel\"                     = \"Pastel 1\", \"Rainbow\"                    = \"rainbow\" )   shinyApp(     ui = fluidPage(     titlePanel(\"Color Palette Select Test\"),     colorSelectInput(       inputId  = \"palette\",       label    = \"Color palette\",       choices  = top_palettes,       selected = \"viridis\"     ),     verbatimTextOutput(\"selected\")     ),     server = function(input, output, session) {     output$selected <- renderPrint(input$palette)     }   ) } #> Error: 'interactive' is not an exported object from 'namespace:shiny'"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.html","id":null,"dir":"Reference","previous_headings":"","what":"A selectizeInput customized for data frames with column labels — columnSelectInput","title":"A selectizeInput customized for data frames with column labels — columnSelectInput","text":"Copied modified IDEAFilter package Adds option select \"none\" handled later","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"A selectizeInput customized for data frames with column labels — columnSelectInput","text":"","code":"columnSelectInput(   inputId,   label,   data,   selected = \"\",   ...,   col_subset = NULL,   placeholder = \"\",   onInitialize,   none_label = \"No variable selected\",   maxItems = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"A selectizeInput customized for data frames with column labels — columnSelectInput","text":"inputId passed selectizeInput label passed selectizeInput data data.frame object fields populated selected default selection ... passed selectizeInput col_subset vector containing list allowable columns select placeholder passed selectizeInput options onInitialize passed selectizeInput options none_label label \"none\" item maxItems max number items","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"A selectizeInput customized for data frames with column labels — columnSelectInput","text":"selectizeInput dropdown element","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/compare_missings.html","id":null,"dir":"Reference","previous_headings":"","what":"Pairwise comparison of missings across covariables — compare_missings","title":"Pairwise comparison of missings across covariables — compare_missings","text":"Pairwise comparison missings across covariables","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/compare_missings.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Pairwise comparison of missings across covariables — compare_missings","text":"","code":"compare_missings(   data,   by_var,   max_level = 20,   type = c(\"predictors\", \"outcome\") )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/compare_missings.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Pairwise comparison of missings across covariables — compare_missings","text":"data data frame by_var variable stratify missingness","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/compare_missings.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Pairwise comparison of missings across covariables — compare_missings","text":"gtsummary list object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/continuous_colors.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a Continuous Color Function from a Palette — continuous_colors","title":"Create a Continuous Color Function from a Palette — continuous_colors","text":"Wraps generate_colors function accepts value 0 1 returns corresponding color. Useful mapping continuous variables colors.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/continuous_colors.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a Continuous Color Function from a Palette — continuous_colors","text":"","code":"continuous_colors(palette = \"viridis\", n = 256, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/continuous_colors.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a Continuous Color Function from a Palette — continuous_colors","text":"palette Passed directly generate_colors(). Either palette name string function. n integer. Resolution underlying color ramp — higher values give smoother gradients. Defaults 256. ... Additional arguments passed generate_colors().","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/continuous_colors.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a Continuous Color Function from a Palette — continuous_colors","text":"function takes numeric vector values [0, 1] returns character vector hex colors.","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/reference/continuous_colors.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a Continuous Color Function from a Palette — continuous_colors","text":"","code":"pal <- continuous_colors(\"viridis\") pal(0)    # first color #> [1] \"#440154\" pal(1)    # last color #> [1] \"#FDE725\" pal(0.5)  # midpoint #> [1] \"#21908C\"  # Map a continuous variable to colors values <- seq(0, 1, length.out = 10) pal(values) #>  [1] \"#440154\" \"#482878\" \"#3E4989\" \"#31688E\" \"#25828E\" \"#1E9D89\" \"#35B779\" #>  [8] \"#6CCD59\" \"#B4DD2B\" \"#FDE725\"  # Works with any palette generate_colors() accepts pal <- continuous_colors(\"plasma\", direction = -1) pal <- continuous_colors(\\(n) hcl.colors(n, palette = \"Blue-Red\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":null,"dir":"Reference","previous_headings":"","what":"Contrast Text Color — contrast_text","title":"Contrast Text Color — contrast_text","text":"Calculates best contrast text color given background color.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Contrast Text Color — contrast_text","text":"","code":"contrast_text(   background,   light_text = \"white\",   dark_text = \"black\",   threshold = 0.5,   method = \"perceived_2\",   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Contrast Text Color — contrast_text","text":"background hex/named color value represents background. light_text hex/named color value represents light text color. dark_text hex/named color value represents dark text color. threshold numeric value 0 1 used determine luminance threshold background color text color. method character string specifies method calculating luminance. Three different methods available: c(\"relative\",\"perceived\",\"perceived_2\") ... parameter overflow. Ignored.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Contrast Text Color — contrast_text","text":"character string contains best contrast text color.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Contrast Text Color — contrast_text","text":"function aids deciding font color print given background. function based example provided teppo: https://stackoverflow.com//66669838/21019325. different methods provided based methods outlined StackOverflow thread: https://stackoverflow.com/questions/596216/formula--determine-perceived-brightness--rgb-color","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Contrast Text Color — contrast_text","text":"","code":"contrast_text(c(\"#F2F2F2\", \"blue\")) #> [1] \"black\" \"white\"  contrast_text(c(\"#F2F2F2\", \"blue\"), method=\"relative\") #> [1] \"black\" \"white\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/corr_pairs_validate.html","id":null,"dir":"Reference","previous_headings":"","what":"Correlation pairs validation — corr_pairs_validate","title":"Correlation pairs validation — corr_pairs_validate","text":"Correlation pairs validation","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/corr_pairs_validate.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Correlation pairs validation — corr_pairs_validate","text":"","code":"corr_pairs_validate(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/corr_pairs_validate.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Correlation pairs validation — corr_pairs_validate","text":"data data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/corr_pairs_validate.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Correlation pairs validation — corr_pairs_validate","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/corr_pairs_validate.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Correlation pairs validation — corr_pairs_validate","text":"","code":"# correlation_pairs(mtcars) |> corr_pairs_validate()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/correlation_pairs.html","id":null,"dir":"Reference","previous_headings":"","what":"Determine significant correlations in the data set — correlation_pairs","title":"Determine significant correlations in the data set — correlation_pairs","text":"Determine significant correlations data set","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/correlation_pairs.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Determine significant correlations in the data set — correlation_pairs","text":"","code":"correlation_pairs(data, threshold = 0.8)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/correlation_pairs.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Determine significant correlations in the data set — correlation_pairs","text":"data data.frame threshold correlation threshold","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/correlation_pairs.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Determine significant correlations in the data set — correlation_pairs","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/correlation_pairs.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Determine significant correlations in the data set — correlation_pairs","text":"","code":"correlation_pairs(mtcars) #> Error in cor$r %>% as.table(): could not find function \"%>%\" correlation_pairs(mtcars,.9) #> Error in cor$r %>% as.table(): could not find function \"%>%\" correlation_pairs(mtcars[c(1:4),]) #> [1] var1 var2 cor  #> <0 rows> (or 0-length row.names)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create-column.html","id":null,"dir":"Reference","previous_headings":"","what":"Create new column — create-column","title":"Create new column — create-column","text":"module allow enter expression create new column data.frame.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create-column.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create new column — create-column","text":"","code":"create_column_ui(id)  create_column_server(   id,   data_r = reactive(NULL),   allowed_operations = list_allowed_operations() )  allowed_operations()  modal_create_column(   id,   title = i18n$t(\"Create a new column\"),   easyClose = TRUE,   size = \"l\",   footer = NULL )  winbox_create_column(   id,   title = i18n$t(\"Create a new column\"),   options = shinyWidgets::wbOptions(),   controls = shinyWidgets::wbControls() )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create-column.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create new column — create-column","text":"id Module's ID. data_r shiny::reactive() function returning data.frame. allowed_operations list allowed operations, see details. title optional title dialog. easyClose TRUE, modal dialog can dismissed clicking outside dialog box, pressing Escape key. FALSE (default), modal dialog dismissed ways; instead must dismissed clicking modalButton(), call removeModal() server. size One \"s\" small, \"m\" (default) medium, \"l\" large, \"xl\" extra large. Note \"xl\" works Bootstrap 4 (opt-Bootstrap 4+, pass bslib::bs_theme() theme argument page container like fluidPage()). footer UI footer. Use NULL footer. options List options, see wbOptions(). controls List controls, see wbControls().","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create-column.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create new column — create-column","text":"shiny::reactive() function returning data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create-column.html","id":"note","dir":"Reference","previous_headings":"","what":"Note","title":"Create new column — create-column","text":"User can use subset function: (, c, :, ~, +, -, *, ^, %%, %/%, /, ==, >, <, !=, <=, >=, &, |, .na, ifelse, , , abs, sign, sqrt, ceiling, floor, trunc, cummax, cummin, cumprod, cumsum, exp, expm1, log, log10, log2, log1p, cos, cosh, sin, sinh, tan, tanh, acos, acosh, asin, asinh, atan, atanh, cospi, sinpi, tanpi, gamma, lgamma, digamma, trigamma, round, signif, max, min, range, prod, sum, length, pmin, pmax, mean, paste, paste0, substr, nchar, trimws, gsub, sub, grepl, .numeric, .character, .integer, .Date, .POSIXct, .factor, factor. can add operations using allowed_operations argument,  example want allow use package lubridate, can :","code":"c(list_allowed_operations(), getNamespaceExports(\"lubridate\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create-column.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create new column — create-column","text":"","code":"library(shiny) library(reactable)  ui <- fluidPage(   theme = bslib::bs_theme(version = 5L, preset = \"bootstrap\"),   shinyWidgets::html_dependency_winbox(),   tags$h2(\"Create new column\"),   fluidRow(     column(       width = 4,       create_column_ui(\"inline\"),       actionButton(\"modal\", \"Or click here to open a modal to create a column\"),       tags$br(), tags$br(),       actionButton(\"winbox\", \"Or click here to open a WinBox to create a column\")     ),     column(       width = 8,       reactableOutput(outputId = \"table\"),       verbatimTextOutput(\"code\")     )   ) ) #> Error in create_column_ui(\"inline\"): object 'i18n' not found  server <- function(input, output, session) {    rv <- reactiveValues(data = MASS::Cars93[, c(1, 3, 4, 5, 6, 10)])    # inline mode   data_inline_r <- create_column_server(     id = \"inline\",     data_r = reactive(rv$data)   )   observeEvent(data_inline_r(), rv$data <- data_inline_r())    # modal window mode   observeEvent(input$modal, modal_create_column(\"modal\"))   data_modal_r <- create_column_server(     id = \"modal\",     data_r = reactive(rv$data)   )   observeEvent(data_modal_r(), rv$data <- data_modal_r())    # WinBox window mode   observeEvent(input$winbox, winbox_create_column(\"winbox\"))   data_winbox_r <- create_column_server(     id = \"winbox\",     data_r = reactive(rv$data)   )   observeEvent(data_winbox_r(), rv$data <- data_winbox_r())    # Show result   output$table <- renderReactable({     data <- req(rv$data)     reactable(       data = data,       bordered = TRUE,       compact = TRUE,       striped = TRUE     )   })    output$code <- renderPrint({     attr(rv$data, \"code\")   }) }  if (interactive())   shinyApp(ui, server)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a baseline table — create_baseline","title":"Create a baseline table — create_baseline","text":"Create baseline table","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a baseline table — create_baseline","text":"","code":"create_baseline(   data,   ...,   by.var,   add.p = FALSE,   add.diff = FALSE,   add.overall = FALSE,   theme = c(\"jama\", \"lancet\", \"nejm\", \"qjecon\"),   detail_level = c(\"minimal\", \"extended\"),   drop_empty = FALSE )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a baseline table — create_baseline","text":"data data ... passed fun.arg baseline_table() .var specify stratification variable add.p add comparison/p-value add.overall add overall column theme set table theme detail_level specify detail level. Either \"minimal\" \"extended\".","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a baseline table — create_baseline","text":"gtsummary table list object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a baseline table — create_baseline","text":"","code":"mtcars |> create_baseline(by.var = \"gear\", add.p = \"yes\" == \"yes\")     Characteristic       3 N = 15       4 N = 12       5 N = 5       p-value1     mpg, Median (IQR) 15.5 (14.3 – 18.7) 22.8 (21.0 – 28.9) 19.7 (15.8 – 26.0) <0.001cyl, n (%)    <0.001    4 1 (6.7) 8 (67) 2 (40)     6 2 (13) 4 (33) 1 (20)     8 12 (80) 0 (0) 2 (40) disp, Median (IQR) 318 (276 – 400) 131 (79 – 160) 145 (120 – 301) <0.001hp, Median (IQR) 180 (150 – 215) 94 (66 – 110) 175 (113 – 264) <0.001drat, Median (IQR) 3.08 (3.00 – 3.21) 3.92 (3.90 – 4.10) 3.77 (3.62 – 4.22) <0.001wt, Median (IQR) 3.73 (3.44 – 4.07) 2.70 (2.07 – 3.17) 2.77 (2.14 – 3.17) <0.001qsec, Median (IQR) 17.42 (17.02 – 18.00) 18.76 (18.41 – 19.69) 15.50 (14.60 – 16.70) 0.002vs, n (%) 3 (20) 10 (83) 1 (20) 0.001am, n (%) 0 (0) 8 (67) 5 (100) <0.001carb, n (%)    0.24    1 3 (20) 4 (33) 0 (0)     2 4 (27) 4 (33) 2 (40)     3 3 (20) 0 (0) 0 (0)     4 5 (33) 4 (33) 1 (20)     6 0 (0) 0 (0) 1 (20)     8 0 (0) 0 (0) 1 (20) 1 Kruskal-Wallis rank sum test; Fisher’s exact test     mtcars |> create_baseline(by.var = \"gear\", detail_level = \"extended\")     Characteristic       3 N = 15       4 N = 12       5 N = 5     mpg       Median (Q1, Q3) 15.5 (14.3, 18.7) 22.8 (21.0, 28.9) 19.7 (15.8, 26.0)    Mean (SD) 16.1 (3.4) 24.5 (5.3) 21.4 (6.7)    Min, Max 10.4, 21.5 17.8, 33.9 15.0, 30.4cyl, n (%)       4 1 (6.7) 8 (67) 2 (40)    6 2 (13) 4 (33) 1 (20)    8 12 (80) 0 (0) 2 (40)disp       Median (Q1, Q3) 318 (276, 400) 131 (79, 160) 145 (120, 301)    Mean (SD) 326 (95) 123 (39) 202 (115)    Min, Max 120, 472 71, 168 95, 351hp       Median (Q1, Q3) 180 (150, 215) 94 (66, 110) 175 (113, 264)    Mean (SD) 176 (48) 90 (26) 196 (103)    Min, Max 97, 245 52, 123 91, 335drat       Median (Q1, Q3) 3.08 (3.00, 3.21) 3.92 (3.90, 4.10) 3.77 (3.62, 4.22)    Mean (SD) 3.13 (0.27) 4.04 (0.31) 3.92 (0.39)    Min, Max 2.76, 3.73 3.69, 4.93 3.54, 4.43wt       Median (Q1, Q3) 3.73 (3.44, 4.07) 2.70 (2.07, 3.17) 2.77 (2.14, 3.17)    Mean (SD) 3.89 (0.83) 2.62 (0.63) 2.63 (0.82)    Min, Max 2.47, 5.42 1.62, 3.44 1.51, 3.57qsec       Median (Q1, Q3) 17.42 (17.02, 18.00) 18.76 (18.41, 19.69) 15.50 (14.60, 16.70)    Mean (SD) 17.69 (1.35) 18.97 (1.61) 15.64 (1.13)    Min, Max 15.41, 20.22 16.46, 22.90 14.50, 16.90vs, n (%)       0 12 (80) 2 (17) 4 (80)    1 3 (20) 10 (83) 1 (20)am, n (%)       0 15 (100) 4 (33) 0 (0)    1 0 (0) 8 (67) 5 (100)carb, n (%)       1 3 (20) 4 (33) 0 (0)    2 4 (27) 4 (33) 2 (40)    3 3 (20) 0 (0) 0 (0)    4 5 (33) 4 (33) 1 (20)    6 0 (0) 0 (0) 1 (20)    8 0 (0) 0 (0) 1 (20)mtcars |> create_baseline(by.var = \"gear\", detail_level = \"extended\",type = list(gtsummary::all_dichotomous() ~ \"categorical\"),theme=\"nejm\")     Characteristic       3 N = 151       4 N = 121       5 N = 51     mpg 15.5 (14.3 – 18.7) 22.8 (21.0 – 28.9) 19.7 (15.8 – 26.0)cyl       4 1 (6.7) 8 (67) 2 (40)    6 2 (13) 4 (33) 1 (20)    8 12 (80) 0 (0) 2 (40)disp 318 (276 – 400) 131 (79 – 160) 145 (120 – 301)hp 180 (150 – 215) 94 (66 – 110) 175 (113 – 264)drat 3.08 (3.00 – 3.21) 3.92 (3.90 – 4.10) 3.77 (3.62 – 4.22)wt 3.73 (3.44 – 4.07) 2.70 (2.07 – 3.17) 2.77 (2.14 – 3.17)qsec 17.42 (17.02 – 18.00) 18.76 (18.41 – 19.69) 15.50 (14.60 – 16.70)vs       0 12 (80) 2 (17) 4 (80)    1 3 (20) 10 (83) 1 (20)am       0 15 (100) 4 (33) 0 (0)    1 0 (0) 8 (67) 5 (100)carb       1 3 (20) 4 (33) 0 (0)    2 4 (27) 4 (33) 2 (40)    3 3 (20) 0 (0) 0 (0)    4 5 (33) 4 (33) 1 (20)    6 0 (0) 0 (0) 1 (20)    8 0 (0) 0 (0) 1 (20)1 Median (IQR); n (%)      create_baseline(default_parsing(mtcars), by.var = \"am\", add.p = FALSE, add.overall = FALSE, theme = \"lancet\")     Characteristic       FALSE N = 191       TRUE N = 131     mpg 17·3 (14·7 – 19·2) 22·8 (21·0 – 30·4)cyl      4 3 (16%) 8 (62%)    6 4 (21%) 3 (23%)    8 12 (63%) 2 (15%)disp 276 (168 – 360) 120 (79 – 160)hp 175 (110 – 205) 109 (66 – 113)drat 3·15 (3·07 – 3·70) 4·08 (3·85 – 4·22)wt 3·52 (3·44 – 3·85) 2·32 (1·94 – 2·78)qsec 17·82 (17·05 – 19·44) 17·02 (16·46 – 18·61)vs 7 (37%) 7 (54%)gear      3 15 (79%) 0 (0%)    4 4 (21%) 8 (62%)    5 0 (0%) 5 (38%)carb      1 3 (16%) 4 (31%)    2 6 (32%) 4 (31%)    3 3 (16%) 0 (0%)    4 7 (37%) 3 (23%)    6 0 (0%) 1 (7·7%)    8 0 (0%) 1 (7·7%)1 Median (IQR); n (%)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":null,"dir":"Reference","previous_headings":"","what":"Create summetric log ticks — create_log_tics","title":"Create summetric log ticks — create_log_tics","text":"Create summetric log ticks","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create summetric log ticks — create_log_tics","text":"","code":"create_log_tics(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create summetric log ticks — create_log_tics","text":"data numeric vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create summetric log ticks — create_log_tics","text":"numeric vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create summetric log ticks — create_log_tics","text":"","code":"c(sample(seq(.1, 1, .1), 3), sample(1:10, 3)) |> create_log_tics() #>  [1] 0.12 0.30 0.33 0.60 0.70 1.00 1.43 1.67 3.00 3.33 8.00"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a data overview datagrid — create_overview_datagrid","title":"Create a data overview datagrid — create_overview_datagrid","text":"Create data overview datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a data overview datagrid — create_overview_datagrid","text":"","code":"create_overview_datagrid(data, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a data overview datagrid — create_overview_datagrid","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a data overview datagrid — create_overview_datagrid","text":"datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a data overview datagrid — create_overview_datagrid","text":"","code":"mtcars |>   overview_vars() |>   create_overview_datagrid()      {\"x\":{\"nrow\":11,\"ncol\":7,\"data\":[[\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\"],[\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\"],[\"mpg\",\"cyl\",\"disp\",\"hp\",\"drat\",\"wt\",\"qsec\",\"vs\",\"am\",\"gear\",\"carb\"],[0,0,0,0,0,0,0,0,0,0,0],[1,1,1,1,1,1,1,1,1,1,1],[25,3,27,22,22,29,30,2,2,3,6],[[21,21,22.8,21.4,18.7,18.1,14.3,24.4,22.8,19.2,17.8,16.4,17.3,15.2,10.4,10.4,14.7,32.4,30.4,33.9,21.5,15.5,15.2,13.3,19.2,27.3,26,30.4,15.8,19.7,15,21.4],[6,6,4,6,8,6,8,4,4,6,6,8,8,8,8,8,8,4,4,4,4,8,8,8,8,4,4,4,8,6,8,4],[160,160,108,258,360,225,360,146.7,140.8,167.6,167.6,275.8,275.8,275.8,472,460,440,78.7,75.7,71.09999999999999,120.1,318,304,350,400,79,120.3,95.09999999999999,351,145,301,121],[110,110,93,110,175,105,245,62,95,123,123,180,180,180,205,215,230,66,52,65,97,150,150,245,175,66,91,113,264,175,335,109],[3.9,3.9,3.85,3.08,3.15,2.76,3.21,3.69,3.92,3.92,3.92,3.07,3.07,3.07,2.93,3,3.23,4.08,4.93,4.22,3.7,2.76,3.15,3.73,3.08,4.08,4.43,3.77,4.22,3.62,3.54,4.11],[2.62,2.875,2.32,3.215,3.44,3.46,3.57,3.19,3.15,3.44,3.44,4.07,3.73,3.78,5.25,5.424,5.345,2.2,1.615,1.835,2.465,3.52,3.435,3.84,3.845,1.935,2.14,1.513,3.17,2.77,3.57,2.78],[16.46,17.02,18.61,19.44,17.02,20.22,15.84,20,22.9,18.3,18.9,17.4,17.6,18,17.98,17.82,17.42,19.47,18.52,19.9,20.01,16.87,17.3,15.41,17.05,18.9,16.7,16.9,14.5,15.5,14.6,18.6],[0,0,1,1,0,1,0,1,1,1,1,0,0,0,0,0,0,1,1,1,1,0,0,0,0,1,0,1,0,0,0,1],[1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,1,1,1,1,1,1,1],[4,4,4,3,3,3,3,4,4,4,4,3,3,3,3,3,3,4,4,4,3,3,3,3,3,4,5,5,5,5,5,4],[4,4,1,1,2,1,4,2,2,4,4,3,3,3,4,4,4,1,2,1,1,2,2,4,2,1,2,2,4,6,8,2]]],\"colnames\":[\"icon\",\"class\",\"name\",\"n_missing\",\"p_complete\",\"n_unique\",\"vals\"],\"options\":{\"columns\":[{\"header\":\" 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<title>calculator-light<\\/title>\\n<\\/svg>\",\"<svg xmlns=\\\"http://www.w3.org/2000/svg\\\" viewbox=\\\"0 0 256 256\\\" class=\\\"phosphor-svg\\\" height=\\\"1.33em\\\" fill=\\\"currentColor\\\" style=\\\"vertical-align:-0.25em;\\\">\\n  <path d=\\\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\\\"><\\/path>\\n  <title>calculator-light<\\/title>\\n<\\/svg>\",\"<svg xmlns=\\\"http://www.w3.org/2000/svg\\\" viewbox=\\\"0 0 256 256\\\" class=\\\"phosphor-svg\\\" height=\\\"1.33em\\\" fill=\\\"currentColor\\\" 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to Convert Numeric to Factor — cut-variable","title":"Module to Convert Numeric to Factor — cut-variable","text":"module contain interface cut numeric several intervals.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut-variable.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Module to Convert Numeric to Factor — cut-variable","text":"","code":"cut_variable_ui(id)  cut_variable_server(id, data_r = reactive(NULL))  modal_cut_variable(   id,   title = i18n$t(\"Convert Numeric to Factor\"),   easyClose = TRUE,   size = \"l\",   footer = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut-variable.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Module to Convert Numeric to Factor — cut-variable","text":"id Module ID. data_r shiny::reactive() function returning data.frame. title optional title dialog. easyClose TRUE, modal dialog can dismissed clicking outside dialog box, pressing Escape key. FALSE (default), modal dialog dismissed ways; instead must dismissed clicking modalButton(), call removeModal() server. size One \"s\" small, \"m\" (default) medium, \"l\" large, \"xl\" extra large. Note \"xl\" works Bootstrap 4 (opt-Bootstrap 4+, pass bslib::bs_theme() theme argument page container like fluidPage()). footer UI footer. Use NULL footer.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut-variable.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Module to Convert Numeric to Factor — cut-variable","text":"shiny::reactive() function returning data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_methods.html","id":null,"dir":"Reference","previous_headings":"","what":"Library of cut methods with descriptions — cut_methods","title":"Library of cut methods with descriptions — cut_methods","text":"Library cut methods descriptions","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_methods.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Library of cut methods with descriptions — cut_methods","text":"","code":"cut_methods()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_methods.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Library of cut methods with descriptions — cut_methods","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":null,"dir":"Reference","previous_headings":"","what":"Extended cutting function with fall-back to the native base::cut — cut_var","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"Extended cutting function fall-back native base::cut Simplify factor top bottom n levels Subset first part string factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"","code":"cut_var(x, ...)  # Default S3 method cut_var(x, ...)  # S3 method for class 'hms' cut_var(x, breaks, ...)  # S3 method for class 'POSIXt' cut_var(   x,   breaks,   right = FALSE,   include.lowest = TRUE,   start.on.monday = TRUE,   ... )  # S3 method for class 'POSIXct' cut_var(   x,   breaks,   right = FALSE,   include.lowest = TRUE,   start.on.monday = TRUE,   ... )  # S3 method for class 'Date' cut_var(x, breaks = NULL, start.on.monday = TRUE, ...)  # S3 method for class 'factor' cut_var(x, breaks = NULL, type = c(\"top\", \"bottom\"), other = \"Other\", ...)  # S3 method for class 'character' cut_var(x, breaks = NULL, type = c(\"characters\", \"words\"), ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"x object inheriting class \"POSIXct\" ... passed type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"factor factor factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"","code":"readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"08:20:20\", \"21:20:20\", \"03:02:20\")) |> cut_var(2) #> [1] 01:00:20 01:00:20 01:00:20 03:01:20 <NA>     03:01:20 #> attr(,\"brks\") #> 01:00:20 #> 03:01:20 #> 21:20:20 #> Levels: 01:00:20 03:01:20 readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"08:20:20\", \"21:20:20\", \"03:02:20\")) |> cut_var(\"min\") #> [1] 01:00:00 03:00:00 01:20:00 08:20:00 21:20:00 03:02:00 #> attr(,\"brks\") #> 01:00:00 #> 01:20:00 #> 03:00:00 #> 03:02:00 #> 08:20:00 #> 21:20:00 #> 21:20:20 #> Levels: 01:00:00 01:20:00 03:00:00 03:02:00 08:20:00 21:20:00 readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"08:20:20\", \"21:20:20\", \"03:02:20\")) |> cut_var(breaks = \"hour\") #> [1] 01:00:00 03:00:00 01:00:00 08:00:00 21:00:00 03:00:00 #> attr(,\"brks\") #> 01:00:00 #> 03:00:00 #> 08:00:00 #> 21:00:00 #> 21:20:20 #> Levels: 01:00:00 03:00:00 08:00:00 21:00:00 readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"08:20:20\", \"21:20:20\", \"03:02:20\")) |> cut_var(breaks = hms::as_hms(c(\"01:00:00\", \"03:01:20\", \"9:20:20\"))) #> [1] 01:00:00 01:00:00 01:00:00 03:01:20 <NA>     03:01:20 #> attr(,\"brks\") #> 01:00:00 #> 03:01:20 #> 09:20:20 #> Levels: 01:00:00 03:01:20 d_t <- readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"03:02:20\", NA)) f <- d_t |> cut_var(2) readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"03:02:20\", NA)) |> cut_var(breaks = lubridate::as_datetime(c(hms::as_hms(levels(f)), hms::as_hms(max(d_t, na.rm = TRUE) + 1))), right = FALSE) #> [1] 01:00:20 02:10:20 01:00:20 02:10:20 <NA>     #> attr(,\"brks\") #> 01:00:20 #> 02:10:20 #> 03:02:21 #> Levels: 01:00:20 02:10:20 readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(2) #> [1] 1992-02-01 01:00:20 1992-02-01 01:00:20 1992-02-01 01:00:20 #> [4] 1992-02-01 01:00:20 1999-02-01 21:20:20 1992-02-01 01:00:20 #> Levels: 1992-02-01 01:00:20 1999-02-01 21:20:20 readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks = \"weekday\") #> Error in cut.POSIXt(x, ...): invalid specification of 'breaks' readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks = \"month_only\") #> Error in cut.POSIXt(x, ...): invalid specification of 'breaks' readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks = NULL, format = \"%A-%H\") #> Error in cut.POSIXt(x, ...): invalid specification of 'breaks' readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks = NULL, format = \"%W\") #> Error in cut.POSIXt(x, ...): invalid specification of 'breaks' as.Date(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(2) #> [1] 1992-02-01 1992-02-01 1992-02-01 1992-02-01 1999-02-01 1992-02-01 #> Levels: 1992-02-01 1999-02-01 as.Date(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks = \"weekday\") #> Error in cut.Date(x, ...): invalid specification of 'breaks' as.Date(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(format = \"%W\") #> Error in cut.Date(x, ...): argument \"breaks\" is missing, with no default mtcars$carb |>   as.factor() |>   cut_var(2) |>   table() #>  #>     2     4 Other  #>    10    10    12   mtcars$carb |>   as.factor() |>   cut_var(20, \"bottom\") |>   table() #>  #>     2     4     1 Other  #>    10    10     7     5  c(\"Sunday\", \"This week is short\") |> cut_var(breaks = 3) #> [1] Sun Thi #> attr(,\"brks\") #> [1] 3 #> Levels: Sun Thi"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-correlations.html","id":null,"dir":"Reference","previous_headings":"","what":"Data correlations evaluation module — data-correlations","title":"Data correlations evaluation module — data-correlations","text":"Data correlations evaluation module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-correlations.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data correlations evaluation module — data-correlations","text":"","code":"data_correlations_ui(id, ...)  data_correlations_server(   id,   data,   include.class = NULL,   cutoff = 0.7,   warning_str =     i18n$t(\"The following variable pairs are highly correlated: {sentence_paste(.x,and_str)}.\\nConsider excluding one {more}from the dataset to ensure variables are independent.\"),   warning_no_str = i18n$t(\"No variables have a correlation measure above the threshold.\"),   and_str = i18n$t(\"and\"),   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-correlations.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data correlations evaluation module — data-correlations","text":"id id ... arguments passed toastui::datagrid data data include.class character vector classes include. Default NULL cutoff numeric warning_str Character string. Exposed allow dynamic translations warning_no_str Character string. Exposed allow dynamic translations and_strCharacter string. Exposed allow dynamic translations","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-correlations.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data correlations evaluation module — data-correlations","text":"Shiny ui module shiny server module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-missings.html","id":null,"dir":"Reference","previous_headings":"","what":"Data correlations evaluation module — data-missings","title":"Data correlations evaluation module — data-missings","text":"Data correlations evaluation module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-missings.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data correlations evaluation module — data-missings","text":"","code":"data_missings_ui(id, ...)  data_missings_server(id, data, max_level = 20, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-missings.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data correlations evaluation module — data-missings","text":"id Module id ... additional UI elements show table overview data data output.format output format","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-missings.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data correlations evaluation module — data-missings","text":"Shiny ui module shiny server module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":null,"dir":"Reference","previous_headings":"","what":"Data correlations evaluation module — data-plots","title":"Data correlations evaluation module — data-plots","text":"Data correlations evaluation module Wrapper create plot based provided type Single vertical barplot Beautiful box plot(s) Create nice box-plots Nice horizontal stacked bars (Grotta bars) Nice horizontal bar plot centred central category Plot nice ridge plot Readying data sankey plot Beautiful sankey plot option split tertiary group Beautiful violin plot Beautiful violin plot","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data correlations evaluation module — data-plots","text":"","code":"data_visuals_ui(id, tab_title = \"Plots\", ...)  data_visuals_server(id, data, palettes, ...)  create_plot(data, type, pri, sec, ter = NULL, color.palette = \"viridis\", ...)  plot_bar_single(   data,   pri,   sec = NULL,   style = c(\"stack\", \"dodge\", \"fill\"),   max_level = 30,   color.palette = \"viridis\" )  plot_box(data, pri, sec, ter = NULL, color.palette = \"viridis\", ...)  plot_box_single(data, pri, sec = NULL, seed = 2103, color.palette = \"viridis\")  plot_hbars(data, pri, sec, ter = NULL, color.palette = \"viridis\")  plot_likert(data, pri, sec = NULL, ter = NULL, color.palette = \"viridis\")  plot_ridge(data, x, y, z = NULL, color.palette = \"viridis\", ...)  sankey_ready(data, pri, sec, numbers = \"count\", ...)  plot_sankey(   data,   pri,   sec,   ter = NULL,   color.group = \"pri\",   colors = NULL,   color.palette = \"viridis\",   default.color = \"#2986cc\",   box.color = \"#1E4B66\",   na.color = \"grey80\",   missing.level = \"Missing\" )  plot_scatter(data, pri, sec, ter = NULL, color.palette = \"viridis\")  plot_violin(data, pri, sec, ter = NULL, color.palette = \"viridis\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data correlations evaluation module — data-plots","text":"id Module id. (Use 'ns(\"id\")') ... passed wrap_plot_list data data frame type plot type (derived possible_plots() matches custom function) pri primary variable sec secondary variable ter tertiary variable color.palette choose color palette. See plot_colors support. style barplot style passed geom_bar position argument. One c(\"stack\", \"dodge\", \"fill\")","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data correlations evaluation module — data-plots","text":"Shiny ui module shiny server module ggplot2 object ggplot object ggplot2 object ggplot object ggplot2 object ggplot2 object ggplot2 object data.frame ggplot2 object ggplot2 object ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Data correlations evaluation module — data-plots","text":"","code":"create_plot(mtcars, \"plot_violin\", \"mpg\", \"cyl\") |> attributes() #> $class #> [1] \"ggplot2::ggplot\" \"ggplot\"          \"ggplot2::gg\"     \"S7_object\"       #> [5] \"gg\"              #>  #> $S7_class #> <ggplot2::ggplot> class #> @ parent     : <ggplot2::gg> #> @ constructor: function(data, ..., layers, scales, guides, mapping, theme, coordinates, facet, layout, labels, meta, plot_env) {...} #> @ validator  : <NULL> #> @ properties : #>  $ data       : <ANY>              #>  $ layers     : <list>             #>  $ scales     : S3<ScalesList>     #>  $ guides     : S3<Guides>         #>  $ mapping    : <ggplot2::mapping> #>  $ theme      : <ggplot2::theme>   #>  $ coordinates: S3<Coord>          #>  $ facet      : S3<Facet>          #>  $ layout     : S3<Layout>         #>  $ labels     : <ggplot2::labels>  #>  $ meta       : <list>             #>  $ plot_env   : <environment>      #>  #> $data #>                      mpg cyl  disp  hp drat    wt  qsec vs am gear carb #> Mazda RX4           21.0   6 160.0 110 3.90 2.620 16.46  0  1    4    4 #> Mazda RX4 Wag       21.0   6 160.0 110 3.90 2.875 17.02  0  1    4    4 #> Datsun 710          22.8   4 108.0  93 3.85 2.320 18.61  1  1    4    1 #> Hornet 4 Drive      21.4   6 258.0 110 3.08 3.215 19.44  1  0    3    1 #> Hornet Sportabout   18.7   8 360.0 175 3.15 3.440 17.02  0  0    3    2 #> Valiant             18.1   6 225.0 105 2.76 3.460 20.22  1  0    3    1 #> Duster 360          14.3   8 360.0 245 3.21 3.570 15.84  0  0    3    4 #> Merc 240D           24.4   4 146.7  62 3.69 3.190 20.00  1  0    4    2 #> Merc 230            22.8   4 140.8  95 3.92 3.150 22.90  1  0    4    2 #> Merc 280            19.2   6 167.6 123 3.92 3.440 18.30  1  0    4    4 #> Merc 280C           17.8   6 167.6 123 3.92 3.440 18.90  1  0    4    4 #> Merc 450SE          16.4   8 275.8 180 3.07 4.070 17.40  0  0    3    3 #> Merc 450SL          17.3   8 275.8 180 3.07 3.730 17.60  0  0    3    3 #> Merc 450SLC         15.2   8 275.8 180 3.07 3.780 18.00  0  0    3    3 #> Cadillac Fleetwood  10.4   8 472.0 205 2.93 5.250 17.98  0  0    3    4 #> Lincoln Continental 10.4   8 460.0 215 3.00 5.424 17.82  0  0    3    4 #> Chrysler Imperial   14.7   8 440.0 230 3.23 5.345 17.42  0  0    3    4 #> Fiat 128            32.4   4  78.7  66 4.08 2.200 19.47  1  1    4    1 #> Honda Civic         30.4   4  75.7  52 4.93 1.615 18.52  1  1    4    2 #> Toyota Corolla      33.9   4  71.1  65 4.22 1.835 19.90  1  1    4    1 #> Toyota Corona       21.5   4 120.1  97 3.70 2.465 20.01  1  0    3    1 #> Dodge Challenger    15.5   8 318.0 150 2.76 3.520 16.87  0  0    3    2 #> AMC Javelin         15.2   8 304.0 150 3.15 3.435 17.30  0  0    3    2 #> Camaro Z28          13.3   8 350.0 245 3.73 3.840 15.41  0  0    3    4 #> Pontiac Firebird    19.2   8 400.0 175 3.08 3.845 17.05  0  0    3    2 #> Fiat X1-9           27.3   4  79.0  66 4.08 1.935 18.90  1  1    4    1 #> Porsche 914-2       26.0   4 120.3  91 4.43 2.140 16.70  0  1    5    2 #> Lotus Europa        30.4   4  95.1 113 3.77 1.513 16.90  1  1    5    2 #> Ford Pantera L      15.8   8 351.0 264 4.22 3.170 14.50  0  1    5    4 #> Ferrari Dino        19.7   6 145.0 175 3.62 2.770 15.50  0  1    5    6 #> Maserati Bora       15.0   8 301.0 335 3.54 3.570 14.60  0  1    5    8 #> Volvo 142E          21.4   4 121.0 109 4.11 2.780 18.60  1  1    4    2 #>  #> $layers #> $layers$geom_violin #> geom_violin: na.rm = FALSE, orientation = NA, quantile_gp = list(colour = NULL, linetype = 0, linewidth = NULL) #> stat_ydensity: trim = TRUE, scale = area, na.rm = FALSE, orientation = NA, bounds = c(-Inf, Inf) #> position_dodge  #>  #> $layers$geom_point #> mapping: y = ~.data$Mean  #> geom_point: na.rm = FALSE #> stat_identity: na.rm = FALSE #> position_identity  #>  #> $layers$geom_errorbar #> mapping: y = ~.data$Mean, ymin = ~dataSummary[, 5], ymax = ~dataSummary[, 6]  #> geom_errorbar: na.rm = FALSE, orientation = NA, lineend = butt, width = 0.1 #> stat_identity: na.rm = FALSE #> position_identity  #>  #>  #> $scales #> <ggproto object: Class ScalesList, gg> #>     add: function #>     add_defaults: function #>     add_missing: function #>     backtransform_df: function #>     clone: function #>     find: function #>     get_scales: function #>     has_scale: function #>     input: function #>     map_df: function #>     n: function #>     non_position_scales: function #>     scales: list #>     set_palettes: function #>     train_df: function #>     transform_df: function #>     super:  <ggproto object: Class ScalesList, gg> #>  #> $guides #> <Guides[0] ggproto object> #>  #> <empty> #>  #> $mapping #> Aesthetic mapping:  #> * `x`    -> `.data[[\"cyl\"]]` #> * `y`    -> `.data[[\"mpg\"]]` #> * `fill` -> `.data[[\"cyl\"]]` #>  #> $theme #> <theme> List of 144 #>  $ line                            : <ggplot2::element_line> #>   ..@ colour       : chr \"black\" #>   ..@ linewidth    : num 1.09 #>   ..@ linetype     : num 1 #>   ..@ lineend      : chr \"butt\" #>   ..@ linejoin     : chr \"round\" #>   ..@ arrow        : logi FALSE #>   ..@ arrow.fill   : chr \"black\" #>   ..@ inherit.blank: logi TRUE #>  $ rect                            : <ggplot2::element_rect> #>   ..@ fill         : chr \"white\" #>   ..@ colour       : chr \"black\" #>   ..@ linewidth    : num 1.09 #>   ..@ linetype     : num 1 #>   ..@ linejoin     : chr \"round\" #>   ..@ inherit.blank: logi TRUE #>  $ text                            : <ggplot2::element_text> #>   ..@ family       : chr \"\" #>   ..@ face         : chr \"plain\" #>   ..@ italic       : chr NA #>   ..@ fontweight   : num NA #>   ..@ fontwidth    : num NA #>   ..@ colour       : chr \"black\" #>   ..@ size         : num 24 #>   ..@ hjust        : num 0.5 #>   ..@ vjust        : num 0.5 #>   ..@ angle        : num 0 #>   ..@ lineheight   : num 0.9 #>   ..@ margin       : <ggplot2::margin> num [1:4] 0 0 0 0 #>   ..@ debug        : logi FALSE #>   ..@ inherit.blank: logi TRUE #>  $ title                           : <ggplot2::element_text> #>   ..@ family       : NULL #>   ..@ face         : NULL #>   ..@ italic       : chr NA #>   ..@ fontweight   : num NA #>   ..@ fontwidth    : num NA #>   ..@ colour       : NULL #>   ..@ size         : NULL #>   ..@ 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[1:4] 0 6 0 0 #>   ..@ debug        : NULL #>   ..@ inherit.blank: logi TRUE #>  $ axis.title.y.left               : NULL #>  $ axis.title.y.right              : <ggplot2::element_text> #>   ..@ family       : NULL #>   ..@ face         : NULL #>   ..@ italic       : chr NA #>   ..@ fontweight   : num NA #>   ..@ fontwidth    : num NA #>   ..@ colour       : NULL #>   ..@ size         : NULL #>   ..@ hjust        : NULL #>   ..@ vjust        : num 1 #>   ..@ angle        : num -90 #>   ..@ lineheight   : NULL #>   ..@ margin       : <ggplot2::margin> num [1:4] 0 0 0 6 #>   ..@ debug        : NULL #>   ..@ inherit.blank: logi TRUE #>  $ axis.text                       : <ggplot2::element_text> #>   ..@ family       : NULL #>   ..@ face         : NULL #>   ..@ italic       : chr NA #>   ..@ fontweight   : num NA #>   ..@ fontwidth    : num NA #>   ..@ colour       : chr \"#4D4D4DFF\" #>   ..@ size         : 'rel' num 0.8 #>   ..@ hjust        : NULL #>   ..@ vjust        : NULL #>   ..@ 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logi TRUE #>  @ validate: logi TRUE #>  #> $coordinates #> <ggproto object: Class CoordCartesian, Coord, gg> #>     aspect: function #>     backtransform_range: function #>     clip: on #>     default: TRUE #>     distance: function #>     draw_panel: function #>     expand: TRUE #>     is_free: function #>     is_linear: function #>     labels: function #>     limits: list #>     modify_scales: function #>     range: function #>     ratio: NULL #>     render_axis_h: function #>     render_axis_v: function #>     render_bg: function #>     render_fg: function #>     reverse: none #>     setup_data: function #>     setup_layout: function #>     setup_panel_guides: function #>     setup_panel_params: function #>     setup_params: function #>     train_panel_guides: function #>     transform: function #>     super:  <ggproto object: Class CoordCartesian, Coord, gg> #>  #> $facet #> <ggproto object: Class FacetNull, Facet, gg> #>     attach_axes: function #>     attach_strips: function #>     compute_layout: function #>     draw_back: function #>     draw_front: function #>     draw_labels: function #>     draw_panel_content: function #>     draw_panels: function #>     finish_data: function #>     format_strip_labels: function #>     init_gtable: function #>     init_scales: function #>     map_data: function #>     params: list #>     set_panel_size: function #>     setup_data: function #>     setup_panel_params: function #>     setup_params: function #>     shrink: TRUE #>     train_scales: function #>     vars: function #>     super:  <ggproto object: Class FacetNull, Facet, gg> #>  #> $layout #> <ggproto object: Class Layout, gg> #>     coord: NULL #>     coord_params: list #>     facet: NULL #>     facet_params: list #>     finish_data: function #>     get_scales: function #>     layout: NULL #>     map_position: function #>     panel_params: NULL #>     panel_scales_x: NULL #>     panel_scales_y: NULL #>     render: function #>     render_labels: function #>     reset_scales: function #>     resolve_label: function #>     setup: function #>     setup_panel_guides: function #>     setup_panel_params: function #>     train_position: function #>     super:  <ggproto object: Class Layout, gg> #>  #> $labels #> <ggplot2::labels> List of 2 #>  $ x: chr \"cyl\" #>  $ y: chr \"mpg\" #>  #> $meta #> list() #>  #> $plot_env #> <environment: 0x55808d503ed8> #>  #> $code #> FreesearchR::plot_violin(pri = \"mpg\", sec = \"cyl\", ter = NULL,  #>     color.palette = \"viridis\") #>  mtcars |>   dplyr::mutate(cyl = factor(cyl), am = factor(am)) |>   plot_bar_single(pri = \"cyl\", sec = \"am\", style = \"fill\")   mtcars |>   dplyr::mutate(cyl = factor(cyl), am = factor(am)) |>   plot_bar_single(pri = \"cyl\", style = \"stack\",color.palette=\"turbo\")  mtcars |> plot_box(pri = \"mpg\", sec = \"gear\")  mtcars |> plot_box(pri = \"mpg\", sec=\"cyl\")  mtcars |>   default_parsing() |>   plot_box(pri = \"mpg\", sec = \"cyl\", ter = \"gear\") #> Error in plot_box(default_parsing(mtcars), pri = \"mpg\", sec = \"cyl\", ter = \"gear\"): object 'i18n' not found mtcars |>   default_parsing() |>   plot_box(pri = \"mpg\", sec = \"cyl\", ter = \"gear\",axis.font.family=\"mono\") #> Error in plot_box(default_parsing(mtcars), pri = \"mpg\", sec = \"cyl\", ter = \"gear\",     axis.font.family = \"mono\"): object 'i18n' not found mtcars |> plot_box_single(\"mpg\")  mtcars |> plot_box_single(\"mpg\",\"cyl\",color.palette=\"Blues\")  stRoke::trial |> plot_box_single(\"age\",\"active\",color.palette=\"Blues\")  gtsummary::trial |> plot_box_single(\"age\",\"trt\") #> Warning: Removed 11 rows containing non-finite outside the scale range #> (`stat_boxplot()`). #> Warning: Removed 11 rows containing missing values or values outside the scale range #> (`geom_point()`).  mtcars |> plot_hbars(pri = \"carb\", sec = \"cyl\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_hbars(pri = \"carb\", sec = \"cyl\", ter=\"am\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_hbars(pri = \"carb\", sec = NULL,color.palette=\"Blues\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_hbars(pri = \"carb\", sec = NULL,color.palette=\"Magma\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_hbars(pri = \"carb\", sec = \"am\",color.palette=\"Viridis\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_likert(pri = \"carb\", sec = \"cyl\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_likert(pri = \"carb\", sec = \"cyl\", ter=\"am\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale. #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale. #> Scale for x is already present. #> Adding another scale for x, which will replace the existing scale. #> Scale for y is already present. #> Adding another scale for y, which will replace the existing scale. #> Scale for x is already present. #> Adding another scale for x, which will replace the existing scale. #> Scale for y is already present. #> Adding another scale for y, which will replace the existing scale. #> Error in plot_likert(mtcars, pri = \"carb\", sec = \"cyl\", ter = \"am\"): object 'i18n' not found mtcars |> plot_likert(pri = \"cyl\",color.palette=\"Blues\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_likert(pri = \"carb\", sec = NULL,color.palette=\"Magma\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_likert(pri = \"carb\", sec = c(\"cyl\",\"am\"),color.palette=\"Viridis\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |>   default_parsing() |>   plot_ridge(x = \"mpg\", y = \"cyl\") #> Picking joint bandwidth of 1.38  mtcars |> plot_ridge(x = \"mpg\", y = \"cyl\", z = \"gear\") #> Picking joint bandwidth of 1.52 #> Warning: The following aesthetics were dropped during statistical transformation: y and #> fill. #> ℹ This can happen when ggplot fails to infer the correct grouping structure in #>   the data. #> ℹ Did you forget to specify a `group` aesthetic or to convert a numerical #>   variable into a factor? #> Error in ggridges::geom_density_ridges(): Problem while setting up geom. #> ℹ Error occurred in the 1st layer. #> Caused by error in `compute_geom_1()`: #> ! `geom_density_ridges()` requires the following missing aesthetics: y. ds <- data.frame(g = sample(LETTERS[1:2], 100, TRUE), first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)), last = sample(c(letters[1:4], NA), 100, TRUE, prob = c(rep(.23, 4), .08))) ds |> sankey_ready(\"first\", \"last\") #> # A tibble: 19 × 7 #>    first last      n gx.sum gy.sum lx          ly          #>    <fct> <fct> <int>  <int>  <int> <fct>       <fct>       #>  1 d     d        11     36     18 \"d\\n(n=36)\" \"d\\n(n=18)\" #>  2 d     a        11     36     30 \"d\\n(n=36)\" \"a\\n(n=30)\" #>  3 d     b         6     36     25 \"d\\n(n=36)\" \"b\\n(n=25)\" #>  4 d     c         8     36     22 \"d\\n(n=36)\" \"c\\n(n=22)\" #>  5 c     d         3     24     18 \"c\\n(n=24)\" \"d\\n(n=18)\" #>  6 c     a         7     24     30 \"c\\n(n=24)\" \"a\\n(n=30)\" #>  7 c     b        10     24     25 \"c\\n(n=24)\" \"b\\n(n=25)\" #>  8 c     c         1     24     22 \"c\\n(n=24)\" \"c\\n(n=22)\" #>  9 c     NA        3     24      5 \"c\\n(n=24)\"  NA         #> 10 b     d         2     17     18 \"b\\n(n=17)\" \"d\\n(n=18)\" #> 11 b     a         4     17     30 \"b\\n(n=17)\" \"a\\n(n=30)\" #> 12 b     b         3     17     25 \"b\\n(n=17)\" \"b\\n(n=25)\" #> 13 b     c         7     17     22 \"b\\n(n=17)\" \"c\\n(n=22)\" #> 14 b     NA        1     17      5 \"b\\n(n=17)\"  NA         #> 15 a     d         2     23     18 \"a\\n(n=23)\" \"d\\n(n=18)\" #> 16 a     a         8     23     30 \"a\\n(n=23)\" \"a\\n(n=30)\" #> 17 a     b         6     23     25 \"a\\n(n=23)\" \"b\\n(n=25)\" #> 18 a     c         6     23     22 \"a\\n(n=23)\" \"c\\n(n=22)\" #> 19 a     NA        1     23      5 \"a\\n(n=23)\"  NA         ds |> sankey_ready(\"first\", \"last\", numbers = \"percentage\") #> # A tibble: 19 × 7 #>    first last      n gx.sum gy.sum lx         ly         #>    <fct> <fct> <int>  <int>  <int> <fct>      <fct>      #>  1 d     d        11     36     18 \"d\\n(36%)\" \"d\\n(18%)\" #>  2 d     a        11     36     30 \"d\\n(36%)\" \"a\\n(30%)\" #>  3 d     b         6     36     25 \"d\\n(36%)\" \"b\\n(25%)\" #>  4 d     c         8     36     22 \"d\\n(36%)\" \"c\\n(22%)\" #>  5 c     d         3     24     18 \"c\\n(24%)\" \"d\\n(18%)\" #>  6 c     a         7     24     30 \"c\\n(24%)\" \"a\\n(30%)\" #>  7 c     b        10     24     25 \"c\\n(24%)\" \"b\\n(25%)\" #>  8 c     c         1     24     22 \"c\\n(24%)\" \"c\\n(22%)\" #>  9 c     NA        3     24      5 \"c\\n(24%)\"  NA        #> 10 b     d         2     17     18 \"b\\n(17%)\" \"d\\n(18%)\" #> 11 b     a         4     17     30 \"b\\n(17%)\" \"a\\n(30%)\" #> 12 b     b         3     17     25 \"b\\n(17%)\" \"b\\n(25%)\" #> 13 b     c         7     17     22 \"b\\n(17%)\" \"c\\n(22%)\" #> 14 b     NA        1     17      5 \"b\\n(17%)\"  NA        #> 15 a     d         2     23     18 \"a\\n(23%)\" \"d\\n(18%)\" #> 16 a     a         8     23     30 \"a\\n(23%)\" \"a\\n(30%)\" #> 17 a     b         6     23     25 \"a\\n(23%)\" \"b\\n(25%)\" #> 18 a     c         6     23     22 \"a\\n(23%)\" \"c\\n(22%)\" #> 19 a     NA        1     23      5 \"a\\n(23%)\"  NA        data.frame(   g = sample(LETTERS[1:2], 100, TRUE),   first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)),   last = sample(c(TRUE, FALSE, FALSE), 100, TRUE) ) |>   sankey_ready(\"first\", \"last\") #> # A tibble: 8 × 7 #>   first last      n gx.sum gy.sum lx          ly              #>   <fct> <fct> <int>  <int>  <int> <fct>       <fct>           #> 1 b     FALSE    16     29     66 \"b\\n(n=29)\" \"FALSE\\n(n=66)\" #> 2 b     TRUE     13     29     34 \"b\\n(n=29)\" \"TRUE\\n(n=34)\"  #> 3 a     FALSE    18     25     66 \"a\\n(n=25)\" \"FALSE\\n(n=66)\" #> 4 a     TRUE      7     25     34 \"a\\n(n=25)\" \"TRUE\\n(n=34)\"  #> 5 d     FALSE    13     20     66 \"d\\n(n=20)\" \"FALSE\\n(n=66)\" #> 6 d     TRUE      7     20     34 \"d\\n(n=20)\" \"TRUE\\n(n=34)\"  #> 7 c     FALSE    19     26     66 \"c\\n(n=26)\" \"FALSE\\n(n=66)\" #> 8 c     TRUE      7     26     34 \"c\\n(n=26)\" \"TRUE\\n(n=34)\"  ds <- data.frame(g = sample(LETTERS[1:2], 100, TRUE), first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)), last = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE))) ds |> plot_sankey(\"first\", \"last\") #> Loading required package: ggplot2  ds |> plot_sankey(\"first\", \"last\", color.group = \"sec\")  ds |> plot_sankey(\"first\", \"last\", ter = \"g\", color.group = \"sec\") #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes.  mtcars |>   default_parsing() |>   plot_sankey(\"cyl\", \"gear\", \"am\", color.group = \"pri\") #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes.  ## In this case, the last plot as the secondary variable in wrong order ## Dont know why... mtcars |>   default_parsing() |>   plot_sankey(\"cyl\", \"gear\", \"vs\", color.group = \"pri\",color.palette=\"inferno\") #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes.  mtcars |> plot_scatter(pri = \"mpg\", sec = \"wt\") #> Ignoring unknown labels: #> • legend.title : \"\"  mtcars |> plot_scatter(pri = \"mpg\", sec = \"wt\",ter=\"carb\") #> Ignoring unknown labels: #> • legend.title : \"\"  mtcars |> plot_violin(pri = \"mpg\", sec = \"cyl\")  mtcars |> plot_violin(pri = \"mpg\", sec = \"cyl\", ter = \"gear\", color.palette=\"Blues\") #> Error in plot_violin(mtcars, pri = \"mpg\", sec = \"cyl\", ter = \"gear\", color.palette = \"Blues\"): object 'i18n' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-summary.html","id":null,"dir":"Reference","previous_headings":"","what":"Data summary module — data-summary","title":"Data summary module — data-summary","text":"Data summary module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-summary.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data summary module — data-summary","text":"","code":"data_summary_ui(id)  data_summary_server(id, data, color.main, color.sec, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-summary.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data summary module — data-summary","text":"id Module id. (Use 'ns(\"id\")') data data color.main main color color.sec secondary color ... arguments passed create_overview_datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-summary.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data summary module — data-summary","text":"Shiny ui module shiny server module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":null,"dir":"Reference","previous_headings":"","what":"Ultra short data dascription — data_description","title":"Ultra short data dascription — data_description","text":"Ultra short data dascription","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Ultra short data dascription — data_description","text":"","code":"data_description(data, data_text = \"Data\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Ultra short data dascription — data_description","text":"data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Ultra short data dascription — data_description","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Ultra short data dascription — data_description","text":"","code":"data.frame(   sample(1:8, 20, TRUE),   sample(c(1:8, NA), 20, TRUE) ) |> data_description() #> Error in data_description(data.frame(sample(1:8, 20, TRUE), sample(c(1:8,     NA), 20, TRUE))): object 'i18n' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_summary_gather.html","id":null,"dir":"Reference","previous_headings":"","what":"Data summary for printing visual summary — data_summary_gather","title":"Data summary for printing visual summary — data_summary_gather","text":"Data summary printing visual summary","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_summary_gather.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data summary for printing visual summary — data_summary_gather","text":"","code":"data_summary_gather(   data,   summary.fun = class,   palette.fun = viridisLite::viridis,   na.label = \"NA\",   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_summary_gather.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data summary for printing visual summary — data_summary_gather","text":"data data.frame summary.fun fun summarising palette.fun optionally use specific palette functions. First argument length. na.label label NA ... overflow","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_summary_gather.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data summary for printing visual summary — data_summary_gather","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_summary_gather.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Data summary for printing visual summary — data_summary_gather","text":"","code":"mtcars |> data_summary_gather() |> names() #> [1] \"data\"        \"colors\"      \"labels\"      \"summary.fun\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":null,"dir":"Reference","previous_headings":"","what":"Data type assessment. — data_type","title":"Data type assessment. — data_type","text":"overall native typeof. used assess meaningful \"clinical\" data type.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data type assessment. — data_type","text":"","code":"data_type(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data type assessment. — data_type","text":"data vector data.frame. data frame, column evaluated.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data type assessment. — data_type","text":"outcome type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Data type assessment. — data_type","text":"","code":"mtcars |>   default_parsing() |>   lapply(data_type) #> $mpg #> [1] \"continuous\" #>  #> $cyl #> [1] \"categorical\" #>  #> $disp #> [1] \"continuous\" #>  #> $hp #> [1] \"continuous\" #>  #> $drat #> [1] \"continuous\" #>  #> $wt #> [1] \"continuous\" #>  #> $qsec #> [1] \"continuous\" #>  #> $vs #> [1] \"dichotomous\" #>  #> $am #> [1] \"dichotomous\" #>  #> $gear #> [1] \"categorical\" #>  #> $carb #> [1] \"categorical\" #>  mtcars |>   default_parsing() |>   data_type() #>           mpg           cyl          disp            hp          drat  #>  \"continuous\" \"categorical\"  \"continuous\"  \"continuous\"  \"continuous\"  #>            wt          qsec            vs            am          gear  #>  \"continuous\"  \"continuous\" \"dichotomous\" \"dichotomous\" \"categorical\"  #>          carb  #> \"categorical\"  c(1, 2) |> data_type() #> [1] \"dichotomous\" 1 |> data_type() #> [1] \"monotone\" c(rep(NA, 10)) |> data_type() #> [1] \"empty\" sample(1:100, 50) |> data_type() #> [1] \"continuous\" factor(letters[1:20]) |> data_type() #> [1] \"categorical\" as.Date(1:20) |> data_type() #> [1] \"datetime\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":null,"dir":"Reference","previous_headings":"","what":"Filter function to filter data set by variable type — data_type_filter","title":"Filter function to filter data set by variable type — data_type_filter","text":"Filter function filter data set variable type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Filter function to filter data set by variable type — data_type_filter","text":"","code":"data_type_filter(data, type)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Filter function to filter data set by variable type — data_type_filter","text":"data data frame type vector data types (recognised: data_types)","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Filter function to filter data set by variable type — data_type_filter","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Filter function to filter data set by variable type — data_type_filter","text":"","code":"default_parsing(mtcars) |>   data_type_filter(type = c(\"categorical\", \"continuous\")) |>   attributes() #> $names #> [1] \"mpg\"  \"cyl\"  \"disp\" \"hp\"   \"drat\" \"wt\"   \"qsec\" \"gear\" \"carb\" #>  #> $row.names #>  [1]  1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 #> [26] 26 27 28 29 30 31 32 #>  #> $class #> [1] \"data.frame\" #>  #> $code #> FreesearchR::data_type_filter(type = c(\"categorical\", \"continuous\" #> )) #>  default_parsing(mtcars) |>   data_type_filter(type = NULL) |>   attributes() #> $names #>  [1] \"mpg\"  \"cyl\"  \"disp\" \"hp\"   \"drat\" \"wt\"   \"qsec\" \"vs\"   \"am\"   \"gear\" #> [11] \"carb\" #>  #> $class #> [1] \"data.frame\" #>  #> $row.names #>  [1]  1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 #> [26] 26 27 28 29 30 31 32 #>  if (FALSE) { # \\dontrun{ default_parsing(mtcars) |> data_type_filter(type = c(\"test\", \"categorical\", \"continuous\")) } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_types.html","id":null,"dir":"Reference","previous_headings":"","what":"Recognised data types from data_type — data_types","title":"Recognised data types from data_type — data_types","text":"Recognised data types data_type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_types.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Recognised data types from data_type — data_types","text":"","code":"data_types()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_types.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Recognised data types from data_type — data_types","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_types.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Recognised data types from data_type — data_types","text":"","code":"data_types() #> $empty #> $empty$descr #> [1] \"Variable of all NAs\" #>  #> $empty$classes #> [1] \"Any class\" #>  #>  #> $monotone #> $monotone$descr #> [1] \"Variable with only one unique value\" #>  #> $monotone$classes #> [1] \"Any class\" #>  #>  #> $dichotomous #> $dichotomous$descr #> [1] \"Variable with only two unique values\" #>  #> $dichotomous$classes #> [1] \"Any class\" #>  #>  #> $categorical #> $categorical$descr #> [1] \"Factor variable\" #>  #> $categorical$classes #> [1] \"factor (ordered or unordered)\" #>  #>  #> $text #> $text$descr #> [1] \"Character variable\" #>  #> $text$classes #> [1] \"character\" #>  #>  #> $datetime #> $datetime$descr #> [1] \"Variable of time, date or datetime values\" #>  #> $datetime$classes #> [1] \"hms, Date, POSIXct and POSIXt\" #>  #>  #> $continuous #> $continuous$descr #> [1] \"Numeric variable\" #>  #> $continuous$classes #> [1] \"numeric, integer or double\" #>  #>  #> $unknown #> $unknown$descr #> [1] \"Anything not falling within the previous\" #>  #> $unknown$classes #> [1] \"Any other class\" #>  #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_format_arguments.html","id":null,"dir":"Reference","previous_headings":"","what":"Defaults qmd formats — default_format_arguments","title":"Defaults qmd formats — default_format_arguments","text":"Defaults qmd formats","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_format_arguments.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Defaults qmd formats — default_format_arguments","text":"","code":"default_format_arguments()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_format_arguments.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Defaults qmd formats — default_format_arguments","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":null,"dir":"Reference","previous_headings":"","what":"Default data parsing — default_parsing","title":"Default data parsing — default_parsing","text":"Default data parsing","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Default data parsing — default_parsing","text":"","code":"default_parsing(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Default data parsing — default_parsing","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Default data parsing — default_parsing","text":"data.frame tibble","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Default data parsing — default_parsing","text":"","code":"mtcars |> str() #> 'data.frame':\t32 obs. of  11 variables: #>  $ mpg : num  21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ... #>  $ cyl : num  6 6 4 6 8 6 8 4 4 6 ... #>  $ disp: num  160 160 108 258 360 ... #>  $ hp  : num  110 110 93 110 175 105 245 62 95 123 ... #>  $ drat: num  3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ... #>  $ wt  : num  2.62 2.88 2.32 3.21 3.44 ... #>  $ qsec: num  16.5 17 18.6 19.4 17 ... #>  $ vs  : num  0 0 1 1 0 1 0 1 1 1 ... #>  $ am  : num  1 1 1 0 0 0 0 0 0 0 ... #>  $ gear: num  4 4 4 3 3 3 3 4 4 4 ... #>  $ carb: num  4 4 1 1 2 1 4 2 2 4 ... mtcars |>   default_parsing() |>   str() #> 'data.frame':\t32 obs. of  11 variables: #>  $ mpg : num  21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ... #>  $ cyl : Factor w/ 3 levels \"4\",\"6\",\"8\": 2 2 1 2 3 2 3 1 1 2 ... #>  $ disp: num  160 160 108 258 360 ... #>  $ hp  : num  110 110 93 110 175 105 245 62 95 123 ... #>  $ drat: num  3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ... #>  $ wt  : num  2.62 2.88 2.32 3.21 3.44 ... #>  $ qsec: num  16.5 17 18.6 19.4 17 ... #>  $ vs  : logi  FALSE FALSE TRUE TRUE FALSE TRUE ... #>  $ am  : logi  TRUE TRUE TRUE FALSE FALSE FALSE ... #>  $ gear: Factor w/ 3 levels \"3\",\"4\",\"5\": 2 2 2 1 1 1 1 2 2 2 ... #>  $ carb: Factor w/ 6 levels \"1\",\"2\",\"3\",\"4\",..: 4 4 1 1 2 1 4 2 2 4 ... head(starwars, 5) |> str() #> Error: object 'starwars' not found starwars |>   default_parsing() |>   head(5) |>   str() #> Error: object 'starwars' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/detect_delimiter.html","id":null,"dir":"Reference","previous_headings":"","what":"Detect delimiters in string based on allowed delimiters — detect_delimiter","title":"Detect delimiters in string based on allowed delimiters — detect_delimiter","text":"Accepts repeat delimiters includes surrounding whitespace","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/detect_delimiter.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Detect delimiters in string based on allowed delimiters — detect_delimiter","text":"","code":"detect_delimiter(data, delimiters = c(\"_\", \"-\", \";\", \"\\n\", \",\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/detect_delimiter.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Detect delimiters in string based on allowed delimiters — detect_delimiter","text":"delimiters allowed delimiters text character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/detect_delimiter.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Detect delimiters in string based on allowed delimiters — detect_delimiter","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/detect_delimiter.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Detect delimiters in string based on allowed delimiters — detect_delimiter","text":"","code":"sapply(c(\"Walk - run\", \"Sel__Re\", \"what;now\"), detect_delimiter) #> Walk - run    Sel__Re   what;now  #>      \" - \"       \"__\"        \";\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dim_change_call.html","id":null,"dir":"Reference","previous_headings":"","what":"Dimensions validation — dim_change_call","title":"Dimensions validation — dim_change_call","text":"Dimensions validation","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dim_change_call.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Dimensions validation — dim_change_call","text":"","code":"dim_change_call(before, after, fun)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dim_change_call.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Dimensions validation — dim_change_call","text":"data data fun dimension function. ncol nrow","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dim_change_call.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Dimensions validation — dim_change_call","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-build_version_alert.html","id":null,"dir":"Reference","previous_headings":"","what":"Build a shinyWidgets::alert() UI element for the version banner — .build_version_alert","title":"Build a shinyWidgets::alert() UI element for the version banner — .build_version_alert","text":"Build shinyWidgets::alert() UI element version banner","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-build_version_alert.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Build a shinyWidgets::alert() UI element for the version banner — .build_version_alert","text":"","code":".build_version_alert(   current,   latest,   update_available,   github_user,   github_repo )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-build_version_alert.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Build a shinyWidgets::alert() UI element for the version banner — .build_version_alert","text":"current Current installed version string. latest Latest GitHub release version string, NULL check complete (e.g. internet). update_available Logical; whether latest > current. github_user GitHub username / organisation. github_repo Repository name.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-build_version_alert.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Build a shinyWidgets::alert() UI element for the version banner — .build_version_alert","text":"shinyWidgets::alert() UI element.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-get_latest_github_version.html","id":null,"dir":"Reference","previous_headings":"","what":"Fetch the latest release version from a GitHub repository — .get_latest_github_version","title":"Fetch the latest release version from a GitHub repository — .get_latest_github_version","text":"Fetch latest release version GitHub repository","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-get_latest_github_version.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Fetch the latest release version from a GitHub repository — .get_latest_github_version","text":"","code":".get_latest_github_version(github_user, github_repo)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-get_latest_github_version.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Fetch the latest release version from a GitHub repository — .get_latest_github_version","text":"github_user GitHub username organisation. github_repo Repository name.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-get_latest_github_version.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Fetch the latest release version from a GitHub repository — .get_latest_github_version","text":"character string version tag (e.g. \"1.2.0\"), NULL failure.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-has_internet.html","id":null,"dir":"Reference","previous_headings":"","what":"Check internet connectivity — .has_internet","title":"Check internet connectivity — .has_internet","text":"Check internet connectivity","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-has_internet.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Check internet connectivity — .has_internet","text":"","code":".has_internet()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-has_internet.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Check internet connectivity — .has_internet","text":"Logical; TRUE internet connection available.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-resolve_app_version.html","id":null,"dir":"Reference","previous_headings":"","what":"Resolve the current app version — .resolve_app_version","title":"Resolve the current app version — .resolve_app_version","text":"Tries two strategies order: utils::packageVersion(package_name) – works package installed locally (development, local runApp()). app_version argument – explicit version string supplied caller, e.g. app_version() function bundled app. Used shinyapps.io package installed.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-resolve_app_version.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Resolve the current app version — .resolve_app_version","text":"","code":".resolve_app_version(package_name, app_version = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-resolve_app_version.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Resolve the current app version — .resolve_app_version","text":"package_name Name package / repository. app_version Optional fallback version string.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-resolve_app_version.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Resolve the current app version — .resolve_app_version","text":"character string version (e.g. \"1.1.0\"), NULL neither strategy succeeds.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.html","id":null,"dir":"Reference","previous_headings":"","what":"Drop empty events from REDCap export — drop_empty_event","title":"Drop empty events from REDCap export — drop_empty_event","text":"Drop empty events REDCap export","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Drop empty events from REDCap export — drop_empty_event","text":"","code":"drop_empty_event(data, event = \"redcap_event_name\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Drop empty events from REDCap export — drop_empty_event","text":"data data event \"redcap_event_name\", \"redcap_repeat_instrument\" \"redcap_repeat_instance\"","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Drop empty events from REDCap export — drop_empty_event","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":null,"dir":"Reference","previous_headings":"","what":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"Deparses expression string, substitutes native pipe adds assign","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"","code":"expression_string(data, assign.str = \"\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"data expression","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"","code":"list(   as.symbol(paste0(\"mtcars$\", \"mpg\")),   rlang::call2(.fn = \"select\", !!!list(c(\"cyl\", \"di  sp\")), .ns = \"dplyr\"),   rlang::call2(.fn = \"default_parsing\", .ns = \"FreesearchR\") ) |>   merge_expression() |>   expression_string() #> [1] \"mtcars$mpg |>dplyr::select(c('cyl', 'di  sp')) |>FreesearchR::default_parsing()\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/extract_labels.html","id":null,"dir":"Reference","previous_headings":"","what":"Extract column labels from a data frame — extract_labels","title":"Extract column labels from a data frame — extract_labels","text":"Extract column labels data frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/extract_labels.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Extract column labels from a data frame — extract_labels","text":"","code":"extract_labels(df)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/extract_labels.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Extract column labels from a data frame — extract_labels","text":"df data frame.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/extract_labels.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Extract column labels from a data frame — extract_labels","text":"named character vector label strings (labelled columns included).","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factor_new_levels_labels.html","id":null,"dir":"Reference","previous_headings":"","what":"Simple function to apply new levels and/or labels to factor — factor_new_levels_labels","title":"Simple function to apply new levels and/or labels to factor — factor_new_levels_labels","text":"Simple function apply new levels /labels factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factor_new_levels_labels.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Simple function to apply new levels and/or labels to factor — factor_new_levels_labels","text":"","code":"factor_new_levels_labels(   data,   variable,   new_variable = TRUE,   new_levels = NULL,   new_labels = NULL,   ignore = \"New label\" )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factor_new_levels_labels.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Simple function to apply new levels and/or labels to factor — factor_new_levels_labels","text":"variable factor variable ignore character string ignore new labels new_level new levels, length original new_label new labels, length original","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factor_new_levels_labels.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Simple function to apply new levels and/or labels to factor — factor_new_levels_labels","text":"factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factor_new_levels_labels.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Simple function to apply new levels and/or labels to factor — factor_new_levels_labels","text":"","code":"data_n <- mtcars data_n$cyl <- factor(data_n$cyl) factor_new_levels_labels(data_n, \"cyl\", new_labels = c(\"four\", \"New label\", \"New label\")) #>                      mpg cyl  disp  hp drat    wt  qsec vs am gear carb #> Mazda RX4           21.0   6 160.0 110 3.90 2.620 16.46  0  1    4    4 #> Mazda RX4 Wag       21.0   6 160.0 110 3.90 2.875 17.02  0  1    4    4 #> Datsun 710          22.8   4 108.0  93 3.85 2.320 18.61  1  1    4    1 #> Hornet 4 Drive      21.4   6 258.0 110 3.08 3.215 19.44  1  0    3    1 #> Hornet Sportabout   18.7   8 360.0 175 3.15 3.440 17.02  0  0    3    2 #> Valiant             18.1   6 225.0 105 2.76 3.460 20.22  1  0    3    1 #> Duster 360          14.3   8 360.0 245 3.21 3.570 15.84  0  0    3    4 #> Merc 240D           24.4   4 146.7  62 3.69 3.190 20.00  1  0    4    2 #> Merc 230            22.8   4 140.8  95 3.92 3.150 22.90  1  0    4    2 #> Merc 280            19.2   6 167.6 123 3.92 3.440 18.30  1  0    4    4 #> Merc 280C           17.8   6 167.6 123 3.92 3.440 18.90  1  0    4    4 #> Merc 450SE          16.4   8 275.8 180 3.07 4.070 17.40  0  0    3    3 #> Merc 450SL          17.3   8 275.8 180 3.07 3.730 17.60  0  0    3    3 #> Merc 450SLC         15.2   8 275.8 180 3.07 3.780 18.00  0  0    3    3 #> Cadillac Fleetwood  10.4   8 472.0 205 2.93 5.250 17.98  0  0    3    4 #> Lincoln Continental 10.4   8 460.0 215 3.00 5.424 17.82  0  0    3    4 #> Chrysler Imperial   14.7   8 440.0 230 3.23 5.345 17.42  0  0    3    4 #> Fiat 128            32.4   4  78.7  66 4.08 2.200 19.47  1  1    4    1 #> Honda Civic         30.4   4  75.7  52 4.93 1.615 18.52  1  1    4    2 #> Toyota Corolla      33.9   4  71.1  65 4.22 1.835 19.90  1  1    4    1 #> Toyota Corona       21.5   4 120.1  97 3.70 2.465 20.01  1  0    3    1 #> Dodge Challenger    15.5   8 318.0 150 2.76 3.520 16.87  0  0    3    2 #> AMC Javelin         15.2   8 304.0 150 3.15 3.435 17.30  0  0    3    2 #> Camaro Z28          13.3   8 350.0 245 3.73 3.840 15.41  0  0    3    4 #> Pontiac Firebird    19.2   8 400.0 175 3.08 3.845 17.05  0  0    3    2 #> Fiat X1-9           27.3   4  79.0  66 4.08 1.935 18.90  1  1    4    1 #> Porsche 914-2       26.0   4 120.3  91 4.43 2.140 16.70  0  1    5    2 #> Lotus Europa        30.4   4  95.1 113 3.77 1.513 16.90  1  1    5    2 #> Ford Pantera L      15.8   8 351.0 264 4.22 3.170 14.50  0  1    5    4 #> Ferrari Dino        19.7   6 145.0 175 3.62 2.770 15.50  0  1    5    6 #> Maserati Bora       15.0   8 301.0 335 3.54 3.570 14.60  0  1    5    8 #> Volvo 142E          21.4   4 121.0 109 4.11 2.780 18.60  1  1    4    2 #>                     cyl_updated #> Mazda RX4                     6 #> Mazda RX4 Wag                 6 #> Datsun 710                 four #> Hornet 4 Drive                6 #> Hornet Sportabout             8 #> Valiant                       6 #> Duster 360                    8 #> Merc 240D                  four #> Merc 230                   four #> Merc 280                      6 #> Merc 280C                     6 #> Merc 450SE                    8 #> Merc 450SL                    8 #> Merc 450SLC                   8 #> Cadillac Fleetwood            8 #> Lincoln Continental           8 #> Chrysler Imperial             8 #> Fiat 128                   four #> Honda Civic                four #> Toyota Corolla             four #> Toyota Corona              four #> Dodge Challenger              8 #> AMC Javelin                   8 #> Camaro Z28                    8 #> Pontiac Firebird              8 #> Fiat X1-9                  four #> Porsche 914-2              four #> Lotus Europa               four #> Ford Pantera L                8 #> Ferrari Dino                  6 #> Maserati Bora                 8 #> Volvo 142E                 four"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":null,"dir":"Reference","previous_headings":"","what":"Factorize variables in data.frame — factorize","title":"Factorize variables in data.frame — factorize","text":"Factorize variables data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Factorize variables in data.frame — factorize","text":"","code":"factorize(data, vars)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Factorize variables in data.frame — factorize","text":"data data.frame vars variables force factorize","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Factorize variables in data.frame — factorize","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Factorize variables in data.frame — factorize","text":"","code":"factorize(mtcars, names(mtcars)) #>                      mpg cyl  disp  hp drat    wt  qsec vs am gear carb #> Mazda RX4             21   6   160 110  3.9  2.62 16.46  0  1    4    4 #> Mazda RX4 Wag         21   6   160 110  3.9 2.875 17.02  0  1    4    4 #> Datsun 710          22.8   4   108  93 3.85  2.32 18.61  1  1    4    1 #> Hornet 4 Drive      21.4   6   258 110 3.08 3.215 19.44  1  0    3    1 #> Hornet Sportabout   18.7   8   360 175 3.15  3.44 17.02  0  0    3    2 #> Valiant             18.1   6   225 105 2.76  3.46 20.22  1  0    3    1 #> Duster 360          14.3   8   360 245 3.21  3.57 15.84  0  0    3    4 #> Merc 240D           24.4   4 146.7  62 3.69  3.19    20  1  0    4    2 #> Merc 230            22.8   4 140.8  95 3.92  3.15  22.9  1  0    4    2 #> Merc 280            19.2   6 167.6 123 3.92  3.44  18.3  1  0    4    4 #> Merc 280C           17.8   6 167.6 123 3.92  3.44  18.9  1  0    4    4 #> Merc 450SE          16.4   8 275.8 180 3.07  4.07  17.4  0  0    3    3 #> Merc 450SL          17.3   8 275.8 180 3.07  3.73  17.6  0  0    3    3 #> Merc 450SLC         15.2   8 275.8 180 3.07  3.78    18  0  0    3    3 #> Cadillac Fleetwood  10.4   8   472 205 2.93  5.25 17.98  0  0    3    4 #> Lincoln Continental 10.4   8   460 215    3 5.424 17.82  0  0    3    4 #> Chrysler Imperial   14.7   8   440 230 3.23 5.345 17.42  0  0    3    4 #> Fiat 128            32.4   4  78.7  66 4.08   2.2 19.47  1  1    4    1 #> Honda Civic         30.4   4  75.7  52 4.93 1.615 18.52  1  1    4    2 #> Toyota Corolla      33.9   4  71.1  65 4.22 1.835  19.9  1  1    4    1 #> Toyota Corona       21.5   4 120.1  97  3.7 2.465 20.01  1  0    3    1 #> Dodge Challenger    15.5   8   318 150 2.76  3.52 16.87  0  0    3    2 #> AMC Javelin         15.2   8   304 150 3.15 3.435  17.3  0  0    3    2 #> Camaro Z28          13.3   8   350 245 3.73  3.84 15.41  0  0    3    4 #> Pontiac Firebird    19.2   8   400 175 3.08 3.845 17.05  0  0    3    2 #> Fiat X1-9           27.3   4    79  66 4.08 1.935  18.9  1  1    4    1 #> Porsche 914-2         26   4 120.3  91 4.43  2.14  16.7  0  1    5    2 #> Lotus Europa        30.4   4  95.1 113 3.77 1.513  16.9  1  1    5    2 #> Ford Pantera L      15.8   8   351 264 4.22  3.17  14.5  0  1    5    4 #> Ferrari Dino        19.7   6   145 175 3.62  2.77  15.5  0  1    5    6 #> Maserati Bora         15   8   301 335 3.54  3.57  14.6  0  1    5    8 #> Volvo 142E          21.4   4   121 109 4.11  2.78  18.6  1  1    4    2"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/file_export.html","id":null,"dir":"Reference","previous_headings":"","what":"Title — file_export","title":"Title — file_export","text":"Title","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/file_export.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Title — file_export","text":"","code":"file_export(data, output.format = c(\"df\", \"teal\", \"list\"), filename, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/file_export.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Title — file_export","text":"data data output.format output filename filename ... passed ","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/file_export.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Title — file_export","text":"data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/format_writer.html","id":null,"dir":"Reference","previous_headings":"","what":"Merges list of named arguments for qmd header generation — format_writer","title":"Merges list of named arguments for qmd header generation — format_writer","text":"Merges list named arguments qmd header generation","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/format_writer.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Merges list of named arguments for qmd header generation — format_writer","text":"","code":"format_writer(data, name)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/format_writer.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Merges list of named arguments for qmd header generation — format_writer","text":"data vector name name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/format_writer.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Merges list of named arguments for qmd header generation — format_writer","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/generate_colors.html","id":null,"dir":"Reference","previous_headings":"","what":"Generate N Colors from a Specified Color Palette — generate_colors","title":"Generate N Colors from a Specified Color Palette — generate_colors","text":"flexible wrapper around multiple color palette libraries, returning N colors character vector hex codes. Supports palettes viridisLite, base R grDevices, RColorBrewer.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/generate_colors.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Generate N Colors from a Specified Color Palette — generate_colors","text":"","code":"generate_colors(n, palette = \"viridis\", ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/generate_colors.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Generate N Colors from a Specified Color Palette — generate_colors","text":"n integer. Number colors generate. Must positive integer. palette character(1). Name color palette use. Case-insensitive. Supported options: viridisLite \"viridis\", \"magma\", \"plasma\", \"inferno\", \"cividis\", \"mako\", \"rocket\", \"turbo\" grDevices \"hcl\", \"rainbow\", \"heat\", \"terrain\", \"topo\" RColorBrewer palette name RColorBrewer::brewer.pal.info, e.g. \"Set1\", \"Blues\", \"Dark2\". n exceeds palette maximum, colors interpolated via colorRampPalette. ... Additional arguments passed underlying palette function. example, alpha, direction, begin, end forwarded viridis; palette forwarded hcl.colors.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/generate_colors.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Generate N Colors from a Specified Color Palette — generate_colors","text":"character vector length n containing hex color codes (e.g. \"#440154FF\").","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/reference/generate_colors.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Generate N Colors from a Specified Color Palette — generate_colors","text":"","code":"# viridisLite palettes generate_colors(5, \"viridis\") #> [1] \"#440154FF\" \"#3B528BFF\" \"#21908CFF\" \"#5DC863FF\" \"#FDE725FF\" generate_colors(5, \"plasma\") #> [1] \"#0D0887FF\" \"#7E03A8FF\" \"#CC4678FF\" \"#F89441FF\" \"#F0F921FF\" generate_colors(5, \"viridis\", alpha = 0.8, direction = -1) #> [1] \"#FDE725CC\" \"#5DC863CC\" \"#21908CCC\" \"#3B528BCC\" \"#440154CC\"  # Base R grDevices generate_colors(5, \"rainbow\") #> [1] \"#FF0000\" \"#CCFF00\" \"#00FF66\" \"#0066FF\" \"#CC00FF\" generate_colors(8, \"hcl\", palette = \"Dark 3\") #> Warning: NAs introduced by coercion #> [1] \"#E16A86FF\" \"#C7821CFF\" \"#909800FF\" \"#00A846FF\" \"#00AD9AFF\" \"#00A2D3FF\" #> [7] \"#9183E6FF\" \"#D766C9FF\"  # RColorBrewer generate_colors(5, \"Set1\") #> [1] \"#E41A1C\" \"#377EB8\" \"#4DAF4A\" \"#984EA3\" \"#FF7F00\" generate_colors(5, \"Blues\") #> [1] \"#EFF3FF\" \"#BDD7E7\" \"#6BAED6\" \"#3182BD\" \"#08519C\" generate_colors(12, \"Set1\")  # interpolates beyond palette max of 9 #>  [1] \"#E41A1C\" \"#66628D\" \"#419486\" \"#5A9D5A\" \"#91569A\" \"#D96D3B\" \"#FFAD12\" #>  [8] \"#F6EF32\" \"#B6742A\" \"#D26D7A\" \"#DD87B4\" \"#999999\"  # Drop-in replacement for viridisLite::viridis() # generate_colors(n = length(levels(data_orig[[pri]])), palette = \"viridis\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_data_packages.html","id":null,"dir":"Reference","previous_headings":"","what":"Get packages containing datasets — get_data_packages","title":"Get packages containing datasets — get_data_packages","text":"Get packages containing datasets","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_data_packages.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get packages containing datasets — get_data_packages","text":"","code":"get_data_packages()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_data_packages.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get packages containing datasets — get_data_packages","text":"character vector packages names","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_data_packages.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get packages containing datasets — get_data_packages","text":"","code":"if (interactive()) {    get_data_packages()  }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_dimensions.html","id":null,"dir":"Reference","previous_headings":"","what":"Extension of the helper function from datamods — get_dimensions","title":"Extension of the helper function from datamods — get_dimensions","text":"Extension helper function datamods","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_dimensions.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Extension of the helper function from datamods — get_dimensions","text":"","code":"get_dimensions(objs, filter_df = TRUE)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_dimensions.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Extension of the helper function from datamods — get_dimensions","text":"objs objs filter_df flag include data frames","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_dimensions.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Extension of the helper function from datamods — get_dimensions","text":"vector data frames package names attr","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the function options based on the selected function description — get_fun_options","title":"Get the function options based on the selected function description — get_fun_options","text":"Get function options based selected function description","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the function options based on the selected function description — get_fun_options","text":"","code":"get_fun_options(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the function options based on the selected function description — get_fun_options","text":"data vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the function options based on the selected function description — get_fun_options","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the function options based on the selected function description — get_fun_options","text":"","code":"mtcars |>   default_parsing() |>   dplyr::pull(mpg) |>   possible_functions(design = \"cross-sectional\") |>   (\\(.x){     .x[[1]]   })() |>   get_fun_options() #> $lm #> $lm$descr #> [1] \"Linear regression model\" #>  #> $lm$design #> [1] \"cross-sectional\" #>  #> $lm$out.type #> [1] \"continuous\" #>  #> $lm$fun #> [1] \"stats::lm\" #>  #> $lm$args.list #> NULL #>  #> $lm$formula.str #> [1] \"{outcome.str}~{paste(vars,collapse='+')}\" #>  #> $lm$table.fun #> [1] \"gtsummary::tbl_regression\" #>  #> $lm$table.args.list #> $lm$table.args.list$exponentiate #> [1] FALSE #>  #>  #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":null,"dir":"Reference","previous_headings":"","what":"Print label, and if missing print variable name for plots — get_label","title":"Print label, and if missing print variable name for plots — get_label","text":"Print label, missing print variable name plots","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Print label, and if missing print variable name for plots — get_label","text":"","code":"get_label(data, var = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Print label, and if missing print variable name for plots — get_label","text":"data vector data frame var variable name. Optional.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Print label, and if missing print variable name for plots — get_label","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Print label, and if missing print variable name for plots — get_label","text":"","code":"mtcars |> get_label(var = \"mpg\") #> [1] \"mpg\" mtcars |> get_label() #> [1] \"mtcars\" mtcars$mpg |> get_label() #> [1] \"mtcars$mpg\" gtsummary::trial |> get_label(var = \"trt\") #> [1] \"Chemotherapy Treatment\" gtsummary::trial$trt |> get_label() #> [1] \"Chemotherapy Treatment\" 1:10 |> get_label() #> [1] \"1:10\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_list_elements.html","id":null,"dir":"Reference","previous_headings":"","what":"Subset elements from list of lists — get_list_elements","title":"Subset elements from list of lists — get_list_elements","text":"General function sub-setting details stored list dictionaries.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_list_elements.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Subset elements from list of lists — get_list_elements","text":"","code":"get_list_elements(name, element, dict = cut_methods())"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_list_elements.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Subset elements from list of lists — get_list_elements","text":"name list name lookup element element get dict dictionary use","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_list_elements.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Subset elements from list of lists — get_list_elements","text":"named vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_list_elements.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Subset elements from list of lists — get_list_elements","text":"","code":"get_list_elements(c(\"top\", \"bottom\"), \"descr\") #> Error in cut_methods(): object 'i18n' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the function options based on the selected function description — get_plot_options","title":"Get the function options based on the selected function description — get_plot_options","text":"Get function options based selected function description","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the function options based on the selected function description — get_plot_options","text":"","code":"get_plot_options(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the function options based on the selected function description — get_plot_options","text":"data vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the function options based on the selected function description — get_plot_options","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the function options based on the selected function description — get_plot_options","text":"","code":"ls <- mtcars |>   default_parsing() |>   dplyr::pull(mpg) |>   possible_plots() |>   (\\(.x){     .x[[1]]   })() |>   get_plot_options() #> Error in supported_plots(): object 'i18n' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_var_icon.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily get variable icon based on data type or class — get_var_icon","title":"Easily get variable icon based on data type or class — get_var_icon","text":"Easily get variable icon based data type class","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_var_icon.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily get variable icon based on data type or class — get_var_icon","text":"","code":"get_var_icon(data, class.type = c(\"class\", \"type\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_var_icon.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily get variable icon based on data type or class — get_var_icon","text":"data variable data frame class.type \"type\" \"class\". Default \"class\"","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_var_icon.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily get variable icon based on data type or class — get_var_icon","text":"svg icon","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_var_icon.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily get variable icon based on data type or class — get_var_icon","text":"","code":"mtcars[1] |> get_var_icon(\"class\") #> $mpg #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\"><\/path> #>   <title>calculator-light<\/title> #> <\/svg> #>  default_parsing(mtcars) |> get_var_icon() #> $mpg #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\"><\/path> #>   <title>calculator-light<\/title> #> <\/svg> #>  #> $cyl #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M224,202H214V40a6,6,0,0,0-6-6H152a6,6,0,0,0-6,6V82H96a6,6,0,0,0-6,6v42H48a6,6,0,0,0-6,6v66H32a6,6,0,0,0,0,12H224a6,6,0,0,0,0-12ZM158,46h44V202H158ZM102,94h44V202H102ZM54,142H90v60H54Z\"><\/path> #>   <title>chart-bar-light<\/title> #> <\/svg> #>  #> $disp #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\"><\/path> #>   <title>calculator-light<\/title> #> <\/svg> #>  #> $hp #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\"><\/path> #>   <title>calculator-light<\/title> #> <\/svg> #>  #> $drat #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\"><\/path> #>   <title>calculator-light<\/title> #> <\/svg> #>  #> $wt #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\"><\/path> #>   <title>calculator-light<\/title> #> <\/svg> #>  #> $qsec #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\"><\/path> #>   <title>calculator-light<\/title> #> <\/svg> #>  #> $vs #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a70,70,0,0,0,0,140h96a70,70,0,0,0,0-140Zm0,128H80A58,58,0,0,1,80,70h96a58,58,0,0,1,0,116ZM80,90a38,38,0,1,0,38,38A38,38,0,0,0,80,90Zm0,64a26,26,0,1,1,26-26A26,26,0,0,1,80,154Z\"><\/path> #>   <title>toggle-left-light<\/title> #> <\/svg> #>  #> $am #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a70,70,0,0,0,0,140h96a70,70,0,0,0,0-140Zm0,128H80A58,58,0,0,1,80,70h96a58,58,0,0,1,0,116ZM80,90a38,38,0,1,0,38,38A38,38,0,0,0,80,90Zm0,64a26,26,0,1,1,26-26A26,26,0,0,1,80,154Z\"><\/path> #>   <title>toggle-left-light<\/title> #> <\/svg> #>  #> $gear #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M224,202H214V40a6,6,0,0,0-6-6H152a6,6,0,0,0-6,6V82H96a6,6,0,0,0-6,6v42H48a6,6,0,0,0-6,6v66H32a6,6,0,0,0,0,12H224a6,6,0,0,0,0-12ZM158,46h44V202H158ZM102,94h44V202H102ZM54,142H90v60H54Z\"><\/path> #>   <title>chart-bar-light<\/title> #> <\/svg> #>  #> $carb #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M224,202H214V40a6,6,0,0,0-6-6H152a6,6,0,0,0-6,6V82H96a6,6,0,0,0-6,6v42H48a6,6,0,0,0-6,6v66H32a6,6,0,0,0,0,12H224a6,6,0,0,0,0-12ZM158,46h44V202H158ZM102,94h44V202H102ZM54,142H90v60H54Z\"><\/path> #>   <title>chart-bar-light<\/title> #> <\/svg> #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"function follows idea comment: https://stackoverflow.com/questions/38983179/-call--function--r-without-loading--package","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"","code":"getfun(x)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"x function function name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"function character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"","code":"getfun(\"stats::lm\") #> function (formula, data, subset, weights, na.action, method = \"qr\",  #>     model = TRUE, x = FALSE, y = FALSE, qr = TRUE, singular.ok = TRUE,  #>     contrasts = NULL, offset, ...)  #> { #>     ret.x <- x #>     ret.y <- y #>     cl <- match.call() #>     mf <- match.call(expand.dots = FALSE) #>     m <- match(c(\"formula\", \"data\", \"subset\", \"weights\", \"na.action\",  #>         \"offset\"), names(mf), 0L) #>     mf <- mf[c(1L, m)] #>     mf$drop.unused.levels <- TRUE #>     mf[[1L]] <- quote(stats::model.frame) #>     mf <- eval(mf, parent.frame()) #>     if (method == \"model.frame\")  #>         return(mf) #>     else if (method != \"qr\")  #>         warning(gettextf(\"method = '%s' is not supported. Using 'qr'\",  #>             method), domain = NA) #>     mt <- attr(mf, \"terms\") #>     y <- model.response(mf, \"numeric\") #>     w <- as.vector(model.weights(mf)) #>     if (!is.null(w) && !is.numeric(w))  #>         stop(\"'weights' must be a numeric vector\") #>     offset <- model.offset(mf) #>     mlm <- is.matrix(y) #>     ny <- if (mlm)  #>         nrow(y) #>     else length(y) #>     if (!is.null(offset)) { #>         if (!mlm)  #>             offset <- as.vector(offset) #>         if (NROW(offset) != ny)  #>             stop(gettextf(\"number of offsets is %d, should equal %d (number of observations)\",  #>                 NROW(offset), ny), domain = NA) #>     } #>     if (is.empty.model(mt)) { #>         x <- NULL #>         z <- list(coefficients = if (mlm) matrix(NA_real_, 0,  #>             ncol(y)) else numeric(), residuals = y, fitted.values = 0 *  #>             y, weights = w, rank = 0L, df.residual = if (!is.null(w)) sum(w !=  #>             0) else ny) #>         if (!is.null(offset)) { #>             z$fitted.values <- offset #>             z$residuals <- y - offset #>         } #>     } #>     else { #>         x <- model.matrix(mt, mf, contrasts) #>         z <- if (is.null(w))  #>             lm.fit(x, y, offset = offset, singular.ok = singular.ok,  #>                 ...) #>         else lm.wfit(x, y, w, offset = offset, singular.ok = singular.ok,  #>             ...) #>     } #>     class(z) <- c(if (mlm) \"mlm\", \"lm\") #>     z$na.action <- attr(mf, \"na.action\") #>     z$offset <- offset #>     z$contrasts <- attr(x, \"contrasts\") #>     z$xlevels <- .getXlevels(mt, mf) #>     z$call <- cl #>     z$terms <- mt #>     if (model)  #>         z$model <- mf #>     if (ret.x)  #>         z$x <- x #>     if (ret.y)  #>         z$y <- y #>     if (!qr)  #>         z$qr <- NULL #>     z #> } #> <bytecode: 0x55809abd4810> #> <environment: namespace:stats>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.html","id":null,"dir":"Reference","previous_headings":"","what":"GGplot default theme for plotting export objects — gg_theme_export","title":"GGplot default theme for plotting export objects — gg_theme_export","text":"GGplot default theme plotting export objects","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"GGplot default theme for plotting export objects — gg_theme_export","text":"","code":"gg_theme_export()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"GGplot default theme for plotting export objects — gg_theme_export","text":"data ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"GGplot default theme for plotting export objects — gg_theme_export","text":"ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.html","id":null,"dir":"Reference","previous_headings":"","what":"GGplot default theme for plotting in Shiny — gg_theme_shiny","title":"GGplot default theme for plotting in Shiny — gg_theme_shiny","text":"GGplot default theme plotting Shiny","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"GGplot default theme for plotting in Shiny — gg_theme_shiny","text":"","code":"gg_theme_shiny()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"GGplot default theme for plotting in Shiny — gg_theme_shiny","text":"data ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"GGplot default theme for plotting in Shiny — gg_theme_shiny","text":"ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ggeulerr.html","id":null,"dir":"Reference","previous_headings":"","what":"Area proportional venn diagrams — ggeulerr","title":"Area proportional venn diagrams — ggeulerr","text":"slightly modified https://gist.github.com/danlooo/d23d8bcf8856c7dd8e86266097404ded functions uses eulerr::euler plot area proportional venn diagramms plots using ggplot2","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ggeulerr.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Area proportional venn diagrams — ggeulerr","text":"","code":"ggeulerr(combinations, show_quantities = TRUE, show_labels = TRUE, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ggeulerr.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Area proportional venn diagrams — ggeulerr","text":"combinations set relationships named numeric vector, matrix, data.frame(See eulerr::euler) show_quantities whether show number intersecting elements show_labels whether show set names ... arguments passed eulerr::euler","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":null,"dir":"Reference","previous_headings":"","what":"Matches pattern to vector based on match type — grepl_fix","title":"Matches pattern to vector based on match type — grepl_fix","text":"Matches pattern vector based match type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Matches pattern to vector based on match type — grepl_fix","text":"","code":"grepl_fix(data, pattern, type = c(\"prefix\", \"infix\", \"suffix\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Matches pattern to vector based on match type — grepl_fix","text":"data vector pattern pattern(s) match. Character vector length 1 . type type match. can one \"prefix\",\"infix\" \"suffix\".","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Matches pattern to vector based on match type — grepl_fix","text":"logical vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Matches pattern to vector based on match type — grepl_fix","text":"","code":"c(\"id\", \"age\", \"weight_0\", \"weight_1\") |> grepl_fix(pattern = c(\"_0\", \"_1\"), type = \"suffix\") #> [1] FALSE FALSE  TRUE  TRUE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":null,"dir":"Reference","previous_headings":"","what":"Return if available — if_not_missing","title":"Return if available — if_not_missing","text":"Return available","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Return if available — if_not_missing","text":"","code":"if_not_missing(data, default = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Return if available — if_not_missing","text":"data vector default assigned value missings","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Return if available — if_not_missing","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Return if available — if_not_missing","text":"","code":"NULL |> if_not_missing(\"new\") #> [1] \"new\" c(2, \"a\", NA) |> if_not_missing() #> [1] \"2\" \"a\" \"See\" |> if_not_missing() #> [1] \"See\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file-type.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to ease data file import — import-file-type","title":"Wrapper to ease data file import — import-file-type","text":"Wrapper ease data file import","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file-type.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to ease data file import — import-file-type","text":"","code":"import_delim(file, skip, encoding, na.strings)  import_xls(file, sheet, skip, na.strings)  import_ods(file, sheet, skip, na.strings)  import_dta(file)  import_rds(file)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file-type.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to ease data file import — import-file-type","text":"file path file skip number row skip encoding file encoding na.strings character(s) interpret missing values. sheet Excel files, sheet read","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file-type.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to ease data file import — import-file-type","text":"data.frame data.frame data.frame data.frame data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file.html","id":null,"dir":"Reference","previous_headings":"","what":"Import data from a file — import-file","title":"Import data from a file — import-file","text":"Let user upload file import data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Import data from a file — import-file","text":"","code":"import_file_ui(   id,   title = \"\",   preview_data = TRUE,   file_extensions = c(\".csv\", \".txt\", \".xls\", \".xlsx\", \".rds\", \".fst\", \".sas7bdat\",     \".sav\"),   layout_params = c(\"dropdown\", \"inline\"),   limit_default = 10000,   limit_upper = 10000,   limit_lower = 0 )  import_file_server(   id,   btn_show_data = TRUE,   show_data_in = c(\"popup\", \"modal\"),   trigger_return = c(\"button\", \"change\"),   return_class = c(\"data.frame\", \"data.table\", \"tbl_df\", \"raw\"),   reset = reactive(NULL) )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Import data from a file — import-file","text":"preview_data Show preview data file input. file_extensions File extensions accepted shiny::fileInput(), can also MIME type. layout_params display import parameters : dropdown button inline file input.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file_module.html","id":null,"dir":"Reference","previous_headings":"","what":"Test app for the import_file module — import_file_demo_app","title":"Test app for the import_file module — import_file_demo_app","text":"Test app import_file module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file_module.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test app for the import_file module — import_file_demo_app","text":"","code":"import_file_demo_app()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file_module.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test app for the import_file module — import_file_demo_app","text":"","code":"if (FALSE) { # \\dontrun{ import_file_demo_app() } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-globalenv.html","id":null,"dir":"Reference","previous_headings":"","what":"Import data from an Environment — import-globalenv","title":"Import data from an Environment — import-globalenv","text":"Let user select dataset environment package's environment. Modified datamods","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-globalenv.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Import data from an Environment — import-globalenv","text":"","code":"import_globalenv_ui(   id,   globalenv = TRUE,   packages = datamods::get_data_packages(),   title = TRUE )  import_globalenv_server(   id,   btn_show_data = TRUE,   show_data_in = c(\"popup\", \"modal\"),   trigger_return = c(\"button\", \"change\"),   return_class = c(\"data.frame\", \"data.table\", \"tbl_df\", \"raw\"),   reset = reactive(NULL),   limit_data = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-globalenv.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Import data from an Environment — import-globalenv","text":"id Module's ID. globalenv Search data Global environment. packages Name packages search data. title Module's title, TRUE use default title, use NULL title shiny.tag custom one. btn_show_data Display button display data modal window import successful. show_data_in display data: \"popup\" \"modal\" window. trigger_return update selected data: \"button\" (user click button) \"change\" (time user select dataset list). return_class Class returned data: data.frame, data.table, tbl_df (tibble) raw. reset reactive function triggered resets data. limit_data upper limit imported data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/index_embed.html","id":null,"dir":"Reference","previous_headings":"","what":"Split vector by an index and embed addition — index_embed","title":"Split vector by an index and embed addition — index_embed","text":"Split vector index embed addition","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/index_embed.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Split vector by an index and embed addition — index_embed","text":"","code":"index_embed(data, index, add = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/index_embed.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Split vector by an index and embed addition — index_embed","text":"data vector index split index add addition","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/index_embed.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Split vector by an index and embed addition — index_embed","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":null,"dir":"Reference","previous_headings":"","what":"Test class — is_any_class","title":"Test class — is_any_class","text":"Test class","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test class — is_any_class","text":"","code":"is_any_class(data, class.vec)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Test class — is_any_class","text":"data data class.vec vector class names test","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Test class — is_any_class","text":"factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test class — is_any_class","text":"","code":"if (FALSE) { # \\dontrun{ vapply(REDCapCAST::redcapcast_data, \\(.x){   is_any_class(.x, c(\"hms\", \"Date\", \"POSIXct\", \"POSIXt\")) }, logical(1)) } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":null,"dir":"Reference","previous_headings":"","what":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"Checks elements vector equally spaced indication ID","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"","code":"is_consecutive(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"data vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"logical","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"","code":"1:10 |> is_consecutive() #> [1] TRUE sample(1:100,40) |> is_consecutive() #> [1] FALSE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":null,"dir":"Reference","previous_headings":"","what":"Test is date/datetime/time — is_datetime","title":"Test is date/datetime/time — is_datetime","text":"Test date/datetime/time","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test is date/datetime/time — is_datetime","text":"","code":"is_datetime(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Test is date/datetime/time — is_datetime","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Test is date/datetime/time — is_datetime","text":"factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test is date/datetime/time — is_datetime","text":"","code":"vapply(REDCapCAST::redcapcast_data, is_datetime, logical(1)) #>                    record_id            redcap_event_name  #>                        FALSE                        FALSE  #>     redcap_repeat_instrument       redcap_repeat_instance  #>                        FALSE                        FALSE  #>                          cpr                    inclusion  #>                        FALSE                         TRUE  #>               inclusion_time                          dob  #>                         TRUE                         TRUE  #>                          age                  age_integer  #>                        FALSE                        FALSE  #>                          sex                 cohabitation  #>                        FALSE                        FALSE  #>                 hypertension                     diabetes  #>                        FALSE                        FALSE  #>                       region baseline_data_start_complete  #>                        FALSE                        FALSE  #>                 mrs_assessed                     mrs_date  #>                        FALSE                         TRUE  #>                    mrs_score                 mrs_complete  #>                        FALSE                        FALSE  #>                      con_mrs                     con_calc  #>                        FALSE                        FALSE  #>           consensus_complete               event_datetime  #>                        FALSE                         TRUE  #>                    event_age                   event_type  #>                        FALSE                        FALSE  #>           new_event_complete  #>                        FALSE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.html","id":null,"dir":"Reference","previous_headings":"","what":"Test if element is identical to the previous — is_identical_to_previous","title":"Test if element is identical to the previous — is_identical_to_previous","text":"Test element identical previous","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test if element is identical to the previous — is_identical_to_previous","text":"","code":"is_identical_to_previous(data, no.name = TRUE)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Test if element is identical to the previous — is_identical_to_previous","text":"data data. vector, data.frame list .name logical remove names attribute testing","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Test if element is identical to the previous — is_identical_to_previous","text":"logical vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test if element is identical to the previous — is_identical_to_previous","text":"","code":"c(1, 1, 2, 3, 3, 2, 4, 4) |> is_identical_to_previous() #> [1] FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE mtcars[c(1, 1, 2, 3, 3, 2, 4, 4)] |> is_identical_to_previous() #> [1] FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE list(1, 1, list(2), \"A\", \"a\", \"a\") |> is_identical_to_previous() #> [1] FALSE  TRUE FALSE FALSE FALSE  TRUE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_splittable.html","id":null,"dir":"Reference","previous_headings":"","what":"Determine if any variable in data frame character and contains recognized delimiters — is_splittable","title":"Determine if any variable in data frame character and contains recognized delimiters — is_splittable","text":"Determine variable data frame character contains recognized delimiters","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_splittable.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Determine if any variable in data frame character and contains recognized delimiters — is_splittable","text":"","code":"is_splittable(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_splittable.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Determine if any variable in data frame character and contains recognized delimiters — is_splittable","text":"data vector data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_splittable.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Determine if any variable in data frame character and contains recognized delimiters — is_splittable","text":"logical","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_splittable.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Determine if any variable in data frame character and contains recognized delimiters — is_splittable","text":"","code":"any(apply(mtcars, 2, is_splittable)) #> [1] FALSE is_splittable(mtcars) #>   mpg   cyl  disp    hp  drat    wt  qsec    vs    am  gear  carb  #> FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":null,"dir":"Reference","previous_headings":"","what":"Test if url is valid format for REDCap API — is_valid_redcap_url","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"Test url valid format REDCap API","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"","code":"is_valid_redcap_url(url)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"url url","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"logical","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"","code":"url <- c(   \"www.example.com\",   \"redcap.your.inst/api/\",   \"https://redcap.your.inst/api/\",   \"https://your.inst/redcap/api/\",   \"https://www.your.inst/redcap/api/\" ) is_valid_redcap_url(url) #> [1] FALSE FALSE  TRUE  TRUE  TRUE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":null,"dir":"Reference","previous_headings":"","what":"Validate REDCap token — is_valid_token","title":"Validate REDCap token — is_valid_token","text":"Validate REDCap token","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Validate REDCap token — is_valid_token","text":"","code":"is_valid_token(token, pattern_env = NULL, nchar = 32)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Validate REDCap token — is_valid_token","text":"token token pattern_env pattern","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Validate REDCap token — is_valid_token","text":"logical","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Validate REDCap token — is_valid_token","text":"","code":"token <- paste(sample(c(1:9, LETTERS[1:6]), 32, TRUE), collapse = \"\") is_valid_token(token) #> [1] TRUE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/label_report.html","id":null,"dir":"Reference","previous_headings":"","what":"Print a tidy summary of column labels — label_report","title":"Print a tidy summary of column labels — label_report","text":"Print tidy summary column labels","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/label_report.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Print a tidy summary of column labels — label_report","text":"","code":"label_report(df, missing_marker = \"(no label)\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/label_report.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Print a tidy summary of column labels — label_report","text":"df data frame. missing_marker String used column label. Default: \"(label)\".","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/label_report.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Print a tidy summary of column labels — label_report","text":"column / class / label data frame, printed returned invisibly.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/landing_page_ui.html","id":null,"dir":"Reference","previous_headings":"","what":"Tag list of elements for the FreesearchR landing page — landing_page_ui","title":"Tag list of elements for the FreesearchR landing page — landing_page_ui","text":"Tag list elements FreesearchR landing page","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/landing_page_ui.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Tag list of elements for the FreesearchR landing page — landing_page_ui","text":"","code":"landing_page_ui(i18n)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/landing_page_ui.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Tag list of elements for the FreesearchR landing page — landing_page_ui","text":"i18n i18n function loaded UI","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/landing_page_ui.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Tag list of elements for the FreesearchR landing page — landing_page_ui","text":"tag list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily launch the FreesearchR app — launch_FreesearchR","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"data.frames global environment accessible app.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"","code":"launch_FreesearchR(   include_globalenv = TRUE,   data_limit_default = 1000,   data_limit_upper = 1e+05,   data_limit_lower = 1,   check_app_version = FALSE,   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"include_globalenv flag include global env (local data) option loading data data_limit_default default data set observations limit data_limit_upper data set observations upper limit data_limit_lower data set observations lower limit check_app_version always attempt check app version latest release GitHub. Default FALSE ... passed shiny::runApp()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"shiny app","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"","code":"if (FALSE) { # \\dontrun{ data(mtcars) launch_FreesearchR(launch.browser = TRUE) } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_data_size.html","id":null,"dir":"Reference","previous_headings":"","what":"Limit the allowed data set size by number of cells — limit_data_size","title":"Limit the allowed data set size by number of cells — limit_data_size","text":"function may act guard hosted app large data sets addition file size limitations. function limit data set dropping rows. limit set 0 NULL, original data set returned.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_data_size.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Limit the allowed data set size by number of cells — limit_data_size","text":"","code":"limit_data_size(data, limit = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_data_size.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Limit the allowed data set size by number of cells — limit_data_size","text":"data data.frame limit cell number limit. Default NULL.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_data_size.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Limit the allowed data set size by number of cells — limit_data_size","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_data_size.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Limit the allowed data set size by number of cells — limit_data_size","text":"","code":"prod(dim(mtcars)) #> [1] 352 limit_data_size(mtcars,2) #>           mpg cyl #> Mazda RX4  21   6 limit_data_size(mtcars,100) #>                    mpg cyl  disp  hp drat    wt  qsec vs am gear carb #> Mazda RX4         21.0   6 160.0 110 3.90 2.620 16.46  0  1    4    4 #> Mazda RX4 Wag     21.0   6 160.0 110 3.90 2.875 17.02  0  1    4    4 #> Datsun 710        22.8   4 108.0  93 3.85 2.320 18.61  1  1    4    1 #> Hornet 4 Drive    21.4   6 258.0 110 3.08 3.215 19.44  1  0    3    1 #> Hornet Sportabout 18.7   8 360.0 175 3.15 3.440 17.02  0  0    3    2 #> Valiant           18.1   6 225.0 105 2.76 3.460 20.22  1  0    3    1 #> Duster 360        14.3   8 360.0 245 3.21 3.570 15.84  0  0    3    4 #> Merc 240D         24.4   4 146.7  62 3.69 3.190 20.00  1  0    4    2 #> Merc 230          22.8   4 140.8  95 3.92 3.150 22.90  1  0    4    2"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily round log scale limits for nice plots — limit_log","title":"Easily round log scale limits for nice plots — limit_log","text":"Easily round log scale limits nice plots","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily round log scale limits for nice plots — limit_log","text":"","code":"limit_log(data, fun, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily round log scale limits for nice plots — limit_log","text":"data data fun rounding function (floor/ceiling) ... ignored","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily round log scale limits for nice plots — limit_log","text":"numeric vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily round log scale limits for nice plots — limit_log","text":"","code":"limit_log(-.1, floor) #> [1] 0.7 limit_log(.1, ceiling) #> [1] 2 limit_log(-2.1, ceiling) #> [1] 0.008 limit_log(2.1, ceiling) #> [1] 200"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":null,"dir":"Reference","previous_headings":"","what":"Line breaking at given number of characters for nicely plotting labels — line_break","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"Line breaking given number characters nicely plotting labels","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"","code":"line_break(data, lineLength = 20, force = FALSE)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"data string lineLength maximum line length fixed flag force split exactly value given lineLength. Default FALSE, splitting spaces.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"","code":"\"Lorem ipsum... you know the routine\" |> line_break() #> [1] \"Lorem ipsum... you\\nknow the routine\" paste(sample(letters[1:10], 100, TRUE), collapse = \"\") |> line_break(force = TRUE) #> [1] \"bfheegaaihgbigiecjjc\\nejbhjfgbdbegciiccfeg\\nbgccehdajdebjihfdbcg\\nacigaffbaadgbabdedhf\\njeaifgdbjhieaca\\n\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/list_pkg_data.html","id":null,"dir":"Reference","previous_headings":"","what":"List dataset contained in a package — list_pkg_data","title":"List dataset contained in a package — list_pkg_data","text":"List dataset contained package","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/list_pkg_data.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"List dataset contained in a package — list_pkg_data","text":"","code":"list_pkg_data(pkg)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/list_pkg_data.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"List dataset contained in a package — list_pkg_data","text":"pkg Name package, must installed.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/list_pkg_data.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"List dataset contained in a package — list_pkg_data","text":"character vector NULL.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/list_pkg_data.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"List dataset contained in a package — list_pkg_data","text":"","code":"list_pkg_data(\"ggplot2\") #>  [1] \"diamonds\"       \"economics\"      \"economics_long\" \"faithfuld\"      #>  [5] \"luv_colours\"    \"midwest\"        \"mpg\"            \"msleep\"         #>  [9] \"presidential\"   \"seals\"          \"txhousing\"      #> attr(,\"package\") #> [1] \"ggplot2\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/make_validation.html","id":null,"dir":"Reference","previous_headings":"","what":"Create validation data.frame — make_validation","title":"Create validation data.frame — make_validation","text":"Create validation data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/make_validation.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create validation data.frame — make_validation","text":"","code":"make_validation(ls, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/make_validation.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create validation data.frame — make_validation","text":"ls validation list ... magic dots","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/make_validation.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create validation data.frame — make_validation","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/make_validation.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create validation data.frame — make_validation","text":"","code":"i18n <- shiny.i18n::Translator$new(translation_csvs_path = here::here(\"inst/translations\")) #> Warning: You didn't specify config translation yaml file. Default settings are used. i18n$set_translation_language(\"en\") df_original <- mtcars df_original[1, 2:4] <- NA df_obs <- df_original |> dplyr::filter(carb == 4) df_vars <- df_original[1:7] val <- purrr::map2(   .x = validation_lib(),   .y = list(     list(x = df_original, y = df_obs),     list(x = df_original, y = df_vars),     list(x = df_original)   ),   make_validation ) #> Error in validation_lib(): could not find function \"validation_lib\" val |> make_validation_alerts() #> Error: object 'val' not found  val2 <- purrr::map2(   .x = validation_lib()[2],   .y = list(list(x = mtcars, y = mtcars[0])),   make_validation ) #> Error in validation_lib(): could not find function \"validation_lib\" val2 |> make_validation_alerts() #> Error: object 'val2' not found  val3 <- make_validation(   ls = validation_lib()[[2]],   list(x = mtcars, y = mtcars[0]) ) #> Error in validation_lib(): could not find function \"validation_lib\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/make_validation_alerts.html","id":null,"dir":"Reference","previous_headings":"","what":"Create alert from validation data.frame — make_validation_alerts","title":"Create alert from validation data.frame — make_validation_alerts","text":"Create alert validation data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/make_validation_alerts.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create alert from validation data.frame — make_validation_alerts","text":"","code":"make_validation_alerts(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/make_validation_alerts.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create alert from validation data.frame — make_validation_alerts","text":"data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/mcar_validate.html","id":null,"dir":"Reference","previous_headings":"","what":"MCAR validation based on a gtsummary table bady — mcar_validate","title":"MCAR validation based on a gtsummary table bady — mcar_validate","text":"MCAR validation based gtsummary table bady","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/mcar_validate.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"MCAR validation based on a gtsummary table bady — mcar_validate","text":"","code":"mcar_validate(data, outcome = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/mcar_validate.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"MCAR validation based on a gtsummary table bady — mcar_validate","text":"data data outcome outcome variable","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/mcar_validate.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"MCAR validation based on a gtsummary table bady — mcar_validate","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":null,"dir":"Reference","previous_headings":"","what":"Merge list of expressions — merge_expression","title":"Merge list of expressions — merge_expression","text":"Merge list expressions","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Merge list of expressions — merge_expression","text":"","code":"merge_expression(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Merge list of expressions — merge_expression","text":"data list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Merge list of expressions — merge_expression","text":"expression","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Merge list of expressions — merge_expression","text":"","code":"list(   rlang::call2(.fn = \"select\", !!!list(c(\"cyl\", \"disp\")), .ns = \"dplyr\"),   rlang::call2(.fn = \"default_parsing\", .ns = \"FreesearchR\") ) |> merge_expression() #> dplyr::select(c(\"cyl\", \"disp\")) %>% FreesearchR::default_parsing()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_long.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","title":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","text":"Wrapper pivot gtsummary table data long plotting","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_long.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","text":"","code":"merge_long(list, model.names)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_long.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","text":"list custom regression models list model.names names models include","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_long.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":null,"dir":"Reference","previous_headings":"","what":"Get missingsness fraction — missing_fraction","title":"Get missingsness fraction — missing_fraction","text":"Get missingsness fraction","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get missingsness fraction — missing_fraction","text":"","code":"missing_fraction(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get missingsness fraction — missing_fraction","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get missingsness fraction — missing_fraction","text":"numeric vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get missingsness fraction — missing_fraction","text":"","code":"c(NA, 1:10, rep(NA, 3)) |> missing_fraction() #> [1] 0.2857143"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_logic_across.html","id":null,"dir":"Reference","previous_headings":"","what":"Converting all variables to logicals by missing status — missings_logic_across","title":"Converting all variables to logicals by missing status — missings_logic_across","text":"Converting variables logicals missing status","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_logic_across.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Converting all variables to logicals by missing status — missings_logic_across","text":"","code":"missings_logic_across(data, exclude = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_logic_across.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Converting all variables to logicals by missing status — missings_logic_across","text":"data data exclude character vector variable names excluded","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_logic_across.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Converting all variables to logicals by missing status — missings_logic_across","text":"data frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_logic_across.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Converting all variables to logicals by missing status — missings_logic_across","text":"","code":"mtcars |> missings_logic_across(\"cyl\") #> # A tibble: 32 × 11 #>    mpg     cyl disp  hp    drat  wt    qsec  vs    am    gear  carb  #>    <lgl> <dbl> <lgl> <lgl> <lgl> <lgl> <lgl> <lgl> <lgl> <lgl> <lgl> #>  1 FALSE     6 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #>  2 FALSE     6 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #>  3 FALSE     4 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #>  4 FALSE     6 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #>  5 FALSE     8 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #>  6 FALSE     6 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #>  7 FALSE     8 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #>  8 FALSE     4 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #>  9 FALSE     4 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #> 10 FALSE     6 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #> # ℹ 22 more rows ## gtsummary::trial |> ##   missings_logic_across() |> ##   gtsummary::tbl_summary()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_validate.html","id":null,"dir":"Reference","previous_headings":"","what":"Validate function of missingness in data — missings_validate","title":"Validate function of missingness in data — missings_validate","text":"Validate function missingness data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_validate.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Validate function of missingness in data — missings_validate","text":"","code":"missings_validate(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_validate.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Validate function of missingness in data — missings_validate","text":"data data set","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_validate.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Validate function of missingness in data — missings_validate","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_validate.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Validate function of missingness in data — missings_validate","text":"","code":"df <- mtcars df[1, 2:4] <- NA missings_validate(df) #>   p_miss #> 1   0.85"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to modify quarto file to render specific formats — modify_qmd","title":"Wrapper to modify quarto file to render specific formats — modify_qmd","text":"Wrapper modify quarto file render specific formats","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to modify quarto file to render specific formats — modify_qmd","text":"","code":"modify_qmd(file, format)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to modify quarto file to render specific formats — modify_qmd","text":"file filename format desired output","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to modify quarto file to render specific formats — modify_qmd","text":"none","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/names2val.html","id":null,"dir":"Reference","previous_headings":"","what":"Set values as names and names as values — names2val","title":"Set values as names and names as values — names2val","text":"Set values names names values","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/names2val.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Set values as names and names as values — names2val","text":"","code":"names2val(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/names2val.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Set values as names and names as values — names2val","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/names2val.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Set values as names and names as values — names2val","text":"named vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/names2val.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Set values as names and names as values — names2val","text":"","code":"names2val(c(\"Cylinders\" = \"cyl\", \"Transmission\" = \"am\", \"Gears\" = \"gear\")) #>            cyl             am           gear  #>    \"Cylinders\" \"Transmission\"        \"Gears\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/obs_filter_validate.html","id":null,"dir":"Reference","previous_headings":"","what":"Observations filter test wrapper — obs_filter_validate","title":"Observations filter test wrapper — obs_filter_validate","text":"Observations filter test wrapper","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/obs_filter_validate.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Observations filter test wrapper — obs_filter_validate","text":"","code":"obs_filter_validate(before, after)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/obs_filter_validate.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Observations filter test wrapper — obs_filter_validate","text":"data data ","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/obs_filter_validate.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Observations filter test wrapper — obs_filter_validate","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a data overview data.frame ready for sparklines — overview_vars","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"Create data overview data.frame ready sparklines","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"","code":"overview_vars(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"","code":"mtcars |> overview_vars() #> # A tibble: 11 × 7 #>    icon    class   name  n_missing p_complete n_unique vals         #>    <chr>   <chr>   <chr>     <dbl>      <dbl>    <int> <named list> #>  1 numeric numeric mpg           0          1       25 <dbl [32]>   #>  2 numeric numeric cyl           0          1        3 <dbl [32]>   #>  3 numeric numeric disp          0          1       27 <dbl [32]>   #>  4 numeric numeric hp            0          1       22 <dbl [32]>   #>  5 numeric numeric drat          0          1       22 <dbl [32]>   #>  6 numeric numeric wt            0          1       29 <dbl [32]>   #>  7 numeric numeric qsec          0          1       30 <dbl [32]>   #>  8 numeric numeric vs            0          1        2 <dbl [32]>   #>  9 numeric numeric am            0          1        2 <dbl [32]>   #> 10 numeric numeric gear          0          1        3 <dbl [32]>   #> 11 numeric numeric carb          0          1        6 <dbl [32]>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":null,"dir":"Reference","previous_headings":"","what":"Reduce character vector with the native pipe operator or character string — pipe_string","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"Reduce character vector native pipe operator character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"","code":"pipe_string(data, collapse = \"|>\\n\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"data list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"","code":"list(   \"mtcars\",   rlang::call2(.fn = \"select\", !!!list(c(\"cyl\", \"disp\")), .ns = \"dplyr\"),   rlang::call2(.fn = \"default_parsing\", .ns = \"FreesearchR\") ) |>   lapply(expression_string) |>   pipe_string() |>   expression_string(\"data<-\") #> [1] \"data<-mtcars|>\\ndplyr::select(c('cyl', 'disp'))|>\\nFreesearchR::default_parsing()\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":null,"dir":"Reference","previous_headings":"","what":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"Regression coef plot gtsummary. Slightly modified pass arguments","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"","code":"# S3 method for class 'tbl_regression' plot(   x,   plot_ref = TRUE,   remove_header_rows = TRUE,   remove_reference_rows = FALSE,   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"x (tbl_regression, tbl_uvregression) 'tbl_regression' 'tbl_uvregression' object plot_ref (scalar logical) plot reference values remove_header_rows (scalar logical) logical indicating whether remove header rows categorical variables. Default TRUE remove_reference_rows (scalar logical) logical indicating whether remove reference rows categorical variables. Default FALSE. ... arguments passed ggstats::ggcoef_plot(...)","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"","code":"if (FALSE) { # \\dontrun{ mod <- lm(mpg ~ ., default_parsing(mtcars)) p <- mod |>   gtsummary::tbl_regression() |>   plot(colour = \"variable\") } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily plot euler diagrams — plot_euler","title":"Easily plot euler diagrams — plot_euler","text":"Easily plot euler diagrams","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily plot euler diagrams — plot_euler","text":"","code":"plot_euler(data, pri, sec, ter = NULL, seed = 2103, color.palette = \"viridis\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily plot euler diagrams — plot_euler","text":"data data seed seed x name main variable y name secondary variables z grouping variable","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily plot euler diagrams — plot_euler","text":"patchwork object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily plot euler diagrams — plot_euler","text":"","code":"data.frame(   A = sample(c(TRUE, TRUE, FALSE), 50, TRUE),   B = sample(c(\"A\", \"C\"), 50, TRUE),   C = sample(c(TRUE, FALSE, FALSE, FALSE), 50, TRUE),   D = sample(c(TRUE, FALSE, FALSE, FALSE), 50, TRUE) ) |> plot_euler(\"A\", c(\"B\", \"C\"), \"D\", seed = 4) #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale. #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale. #> Error in plot_euler(data.frame(A = sample(c(TRUE, TRUE, FALSE), 50, TRUE),     B = sample(c(\"A\", \"C\"), 50, TRUE), C = sample(c(TRUE, FALSE,         FALSE, FALSE), 50, TRUE), D = sample(c(TRUE, FALSE, FALSE,         FALSE), 50, TRUE)), \"A\", c(\"B\", \"C\"), \"D\", seed = 4): object 'i18n' not found mtcars |> plot_euler(\"vs\", \"am\", seed = 1) #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_euler(\"vs\", \"am\", \"cyl\", seed = 1) #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale. #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale. #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale. #> Error in plot_euler(mtcars, \"vs\", \"am\", \"cyl\", seed = 1): object 'i18n' not found stRoke::trial |>   dplyr::mutate(     mfi_cut = cut(mfi_6, c(0, 12, max(mfi_6, na.rm = TRUE))),     mdi_cut = cut(mdi_6, c(0, 20, max(mdi_6, na.rm = TRUE)))   ) |>   purrr::map2(     c(sapply(stRoke::trial, \\(.x)REDCapCAST::get_attr(.x, attr = \"label\")), \"Fatigue\", \"Depression\"),     \\(.x, .y){       REDCapCAST::set_attr(.x, .y, \"label\")     }   ) |>   dplyr::bind_cols() |>   plot_euler(\"mfi_cut\", \"mdi_cut\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  stRoke::trial |>   plot_euler(pri=\"male\", sec=c(\"hypertension\")) #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale."},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily plot single euler diagrams — plot_euler_single","title":"Easily plot single euler diagrams — plot_euler_single","text":"Easily plot single euler diagrams","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily plot single euler diagrams — plot_euler_single","text":"","code":"plot_euler_single(data, color.palette = \"viridis\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily plot single euler diagrams — plot_euler_single","text":"ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily plot single euler diagrams — plot_euler_single","text":"","code":"data.frame(   A = sample(c(TRUE, TRUE, FALSE), 50, TRUE),   B = sample(c(\"A\", \"C\"), 50, TRUE),   C = sample(c(TRUE, FALSE, FALSE, FALSE), 50, TRUE),   D = sample(c(TRUE, FALSE, FALSE, FALSE), 50, TRUE) ) |> plot_euler_single() #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars[c(\"vs\", \"am\")] |> plot_euler_single(\"magma\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale."},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":null,"dir":"Reference","previous_headings":"","what":"Beautiful sankey plot — plot_sankey_single","title":"Beautiful sankey plot — plot_sankey_single","text":"Beautiful sankey plot","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Beautiful sankey plot — plot_sankey_single","text":"","code":"plot_sankey_single(   data,   pri,   sec,   color.group = c(\"pri\", \"sec\"),   color.palette = \"viridis\",   colors = NULL,   missing.level = \"Missing\",   default.color = \"#2986cc\",   box.color = \"#1E4B66\",   na.color = \"grey80\",   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Beautiful sankey plot — plot_sankey_single","text":"color.group set group colour . \"x\" \"y\". colors optinally specify colors. Give NA color, color level primary group color level secondary group. ... passed sankey_ready()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Beautiful sankey plot — plot_sankey_single","text":"ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Beautiful sankey plot — plot_sankey_single","text":"","code":"ds <- data.frame(g = sample(LETTERS[1:2], 100, TRUE), first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)), last = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE))) ds |> plot_sankey_single(\"first\", \"last\")  ds |> plot_sankey_single(\"first\", \"last\", color.group = \"sec\")  data.frame(   g = sample(LETTERS[1:2], 100, TRUE),   first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)),   last = sample(c(TRUE, FALSE, FALSE), 100, TRUE) ) |>   plot_sankey_single(\"first\", \"last\", color.group = \"pri\")  mtcars |>   default_parsing() |>   plot_sankey_single(\"cyl\", \"vs\", color.group = \"pri\")  stRoke::trial |>   default_parsing() |>   plot_sankey_single(\"diabetes\", \"hypertension\") #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes.     # stRoke::trial |> plot_sankey_single(\"mrs_1\", \"mrs_6\", color.palette=\"magma\")  # stRoke::trial |> plot_sankey_single(\"active\", \"male\")  # stRoke::trial |> plot_sankey_single(\"diabetes\", \"active\", color.group=\"sec\")  # stRoke::trial |> plot_sankey_single(\"active\", \"diabetes\", color.group=\"sec\", color.palette=\"topo\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":null,"dir":"Reference","previous_headings":"","what":"Get possible regression models — possible_functions","title":"Get possible regression models — possible_functions","text":"Get possible regression models","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get possible regression models — possible_functions","text":"","code":"possible_functions(data, design = c(\"cross-sectional\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get possible regression models — possible_functions","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get possible regression models — possible_functions","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get possible regression models — possible_functions","text":"","code":"mtcars |>   default_parsing() |>   dplyr::pull(\"cyl\") |>   possible_functions(design = \"cross-sectional\") #> [1] \"Ordinal logistic regression model\"  mtcars |>   default_parsing() |>   dplyr::select(\"cyl\") |>   possible_functions(design = \"cross-sectional\") #> [1] \"Ordinal logistic regression model\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":null,"dir":"Reference","previous_headings":"","what":"Get possible regression models — possible_plots","title":"Get possible regression models — possible_plots","text":"Get possible regression models","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get possible regression models — possible_plots","text":"","code":"possible_plots(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get possible regression models — possible_plots","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get possible regression models — possible_plots","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get possible regression models — possible_plots","text":"","code":"mtcars |>   default_parsing() |>   dplyr::pull(\"cyl\") |>   possible_plots() #> Error in supported_plots(): object 'i18n' not found  mtcars |>   default_parsing() |>   dplyr::select(\"mpg\") |>   possible_plots() #> Error in supported_plots(): object 'i18n' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":null,"dir":"Reference","previous_headings":"","what":"Flexible file import based on extension — read_input","title":"Flexible file import based on extension — read_input","text":"Flexible file import based extension","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Flexible file import based on extension — read_input","text":"","code":"read_input(file, consider.na = c(\"NA\", \"\\\"\\\"\", \"\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Flexible file import based on extension — read_input","text":"file file name consider.na character vector strings consider NAs","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Flexible file import based on extension — read_input","text":"tibble","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Flexible file import based on extension — read_input","text":"","code":"read_input(\"https://raw.githubusercontent.com/agdamsbo/cognitive.index.lookup/main/data/sample.csv\") #> Rows: 28 Columns: 8 #> ── Column specification ──────────────────────────────────────────────────────── #> Delimiter: \",\" #> dbl (8): id, ab, age, imm, vis, ver, att, del #>  #> ℹ Use `spec()` to retrieve the full column specification for this data. #> ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message. #> # A tibble: 28 × 8 #>       id    ab   age   imm   vis   ver   att   del #>    <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> #>  1     1     1    74    38    35    30    29    35 #>  2     1     2    69    36    36    21    27    37 #>  3     2     1    63    32    31    26    34    38 #>  4     2     2    64    37    34    26    36    46 #>  5     3     1    69    39    33    31    47    29 #>  6     3     2    70    40    36    31    46    25 #>  7     4     1    79    44    37    20    37    36 #>  8     4     2    81    35    36    31    37    40 #>  9     5     1    77    35    26    17    20    36 #> 10     5     2    80    29    34    18    23    36 #> # ℹ 18 more rows"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":null,"dir":"Reference","previous_headings":"","what":"Shiny module to browser and export REDCap data — m_redcap_readUI","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"Shiny module browser export REDCap data Test app redcap_read_shiny_module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"","code":"m_redcap_readUI(id, title = TRUE, url = NULL)  m_redcap_readServer(id)  redcap_demo_app()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"id Namespace id include_title logical include title","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"shiny ui element shiny server module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"","code":"if (FALSE) { # \\dontrun{ redcap_demo_app() } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a regression model programatically — regression_model","title":"Create a regression model programatically — regression_model","text":"Output concatenated list model information model","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a regression model programatically — regression_model","text":"","code":"regression_model(   data,   outcome.str = NULL,   auto.mode = FALSE,   formula.str = NULL,   args.list = NULL,   fun = NULL,   vars = NULL,   ... )  regression_model_uv(   data,   outcome.str,   args.list = NULL,   fun = NULL,   vars = NULL,   ... )  regression_model_list(   data,   outcome.str,   fun.descr,   fun = NULL,   formula.str = NULL,   args.list = NULL,   vars = NULL,   ... )  regression_model_uv_list(   data,   outcome.str,   fun.descr,   fun = NULL,   formula.str = NULL,   args.list = NULL,   vars = NULL,   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a regression model programatically — regression_model","text":"data data outcome.str name outcome variable auto.mode Make assumptions function dependent outcome data format. Overwrites arguments. formula.str custom formula glue string. Default NULL. args.list custom character string converted using argsstring2list() list arguments. Default NULL. fun name custom function. Default NULL. vars character vector variables include ... ignored fun.descr Description chosen function matching description \"supported_functions()\"","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a regression model programatically — regression_model","text":"object standard class fun object standard class fun list list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a regression model programatically — regression_model","text":"","code":"gtsummary::trial |>   regression_model(outcome.str = \"age\") #> Error in str2lang(x): <text>:2:0: unexpected end of input #> 1: age~ #>    ^ gtsummary::trial |>   regression_model(     outcome.str = \"age\",     auto.mode = FALSE,     fun = \"stats::lm\",     formula.str = \"{outcome.str}~.\",     args.list = NULL   ) #>  #> Call: #> (function (formula, data, subset, weights, na.action, method = \"qr\",  #>     model = TRUE, x = FALSE, y = FALSE, qr = TRUE, singular.ok = TRUE,  #>     contrasts = NULL, offset, ...)  #> { #>     ret.x <- x #>     ret.y <- y #>     cl <- match.call() #>     mf <- match.call(expand.dots = FALSE) #>     m <- match(c(\"formula\", \"data\", \"subset\", \"weights\", \"na.action\",  #>         \"offset\"), names(mf), 0L) #>     mf <- mf[c(1L, m)] #>     mf$drop.unused.levels <- TRUE #>     mf[[1L]] <- quote(stats::model.frame) #>     mf <- eval(mf, parent.frame()) #>     if (method == \"model.frame\")  #>         return(mf) #>     else if (method != \"qr\")  #>         warning(gettextf(\"method = '%s' is not supported. Using 'qr'\",  #>             method), domain = NA) #>     mt <- attr(mf, \"terms\") #>     y <- model.response(mf, \"numeric\") #>     w <- as.vector(model.weights(mf)) #>     if (!is.null(w) && !is.numeric(w))  #>         stop(\"'weights' must be a numeric vector\") #>     offset <- model.offset(mf) #>     mlm <- is.matrix(y) #>     ny <- if (mlm)  #>         nrow(y) #>     else length(y) #>     if (!is.null(offset)) { #>         if (!mlm)  #>             offset <- as.vector(offset) #>         if (NROW(offset) != ny)  #>             stop(gettextf(\"number of offsets is %d, should equal %d (number of observations)\",  #>                 NROW(offset), ny), domain = NA) #>     } #>     if (is.empty.model(mt)) { #>         x <- NULL #>         z <- list(coefficients = if (mlm) matrix(NA_real_, 0,  #>             ncol(y)) else numeric(), residuals = y, fitted.values = 0 *  #>             y, weights = w, rank = 0L, df.residual = if (!is.null(w)) sum(w !=  #>             0) else ny) #>         if (!is.null(offset)) { #>             z$fitted.values <- offset #>             z$residuals <- y - offset #>         } #>     } #>     else { #>         x <- model.matrix(mt, mf, contrasts) #>         z <- if (is.null(w))  #>             lm.fit(x, y, offset = offset, singular.ok = singular.ok,  #>                 ...) #>         else lm.wfit(x, y, w, offset = offset, singular.ok = singular.ok,  #>             ...) #>     } #>     class(z) <- c(if (mlm) \"mlm\", \"lm\") #>     z$na.action <- attr(mf, \"na.action\") #>     z$offset <- offset #>     z$contrasts <- attr(x, \"contrasts\") #>     z$xlevels <- .getXlevels(mt, mf) #>     z$call <- cl #>     z$terms <- mt #>     if (model)  #>         z$model <- mf #>     if (ret.x)  #>         z$x <- x #>     if (ret.y)  #>         z$y <- y #>     if (!qr)  #>         z$qr <- NULL #>     z #> })(formula = age ~ ., data = structure(list(trt = structure(c(1L,  #> 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L,  #> 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 2L,  #> 1L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 2L,  #> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 2L,  #> 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 1L,  #> 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L,  #> 2L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L,  #> 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L,  #> 2L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 2L,  #> 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L,  #> 2L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 1L,  #> 2L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L,  #> 2L, 1L, 2L, 1L, 1L, 1L, 1L), levels = c(\"Drug A\", \"Drug B\"), class = \"factor\", label = \"Chemotherapy Treatment\"),  #>     age = structure(c(23, 9, 31, NA, 51, 39, 37, 32, 31, 34,  #>     42, 63, 54, 21, 48, 71, 38, 49, 57, 46, 47, 52, 61, 38, 34,  #>     49, 63, 67, 68, 78, 36, 37, 53, 36, 51, 48, 57, 31, 37, 28,  #>     40, 49, 61, 56, 54, 71, 38, 31, 48, NA, 83, 52, 32, 53, 69,  #>     60, 45, 39, NA, 38, 36, 71, 31, 43, 57, 53, 25, 44, 25, 30,  #>     51, 40, NA, 43, 21, 54, 67, 43, 54, 41, 34, 34, 6, 39, 36,  #>     58, 27, 47, NA, 50, 61, 47, 52, 51, 68, 33, 65, 34, 38, 60,  #>     10, 49, 56, 50, 60, 49, 54, 39, 48, 65, 47, 61, 34, NA, NA,  #>     58, 26, 44, 17, 68, 57, 66, 44, NA, 67, 48, 62, 35, 53, 53,  #>     66, 55, 57, 47, 58, 43, 45, 44, 63, 59, 44, 53, 51, 28, 65,  #>     63, 76, 61, 33, 48, 42, 36, 55, 20, 26, 50, 47, 74, 50, 31,  #>     45, 51, 66, 76, 47, 48, 56, 70, 46, 43, 41, 41, 19, 49, 43,  #>     43, 75, 52, 42, 37, 45, 35, 67, 38, 44, 45, 39, 46, NA, 42,  #>     60, 31, 45, 38, NA, 19, 69, 66, NA, 64), label = \"Age\"),  #>     marker = structure(c(0.16, 1.107, 0.277, 2.067, 2.767, 0.613,  #>     0.354, 1.739, 0.144, 0.205, 0.513, 0.06, 0.831, 0.258, 0.128,  #>     0.445, 2.083, 0.157, 0.066, 0.325, 0.266, 0.719, 1.713, 0.096,  #>     0.105, 0.043, 0.981, 1.156, 0.105, 0.175, 0.309, 1.869, 2.008,  #>     1.894, 0.16, 1.209, 0.108, 0.611, 0.222, 0.803, 0.37, NA,  #>     0.177, 1.479, 0.161, 0.737, 0.124, 0.092, 0.385, 0.21, 0.475,  #>     1.628, 0.583, NA, 0.702, 1.206, 2.213, 1.406, 0.101, 0.013,  #>     2.032, 1.046, 0.408, 2.636, 1.263, NA, 2.447, 1.041, 0.531,  #>     0.924, 1.087, 0.733, 2.157, 0.333, 1.527, 2.238, 0.153, 0.305,  #>     0.131, 0.386, 1.645, 1.321, 0.229, 0.615, 1.976, 1.941, 0.22,  #>     3.874, 0.982, 1.68, 1.091, 0.169, 0.511, 2.141, 0.599, NA,  #>     0.389, 0.005, 0.075, 1.491, 0.358, 1.709, 0.056, 1.354, 2.522,  #>     0.387, 0.592, 0.243, 0.215, 1.207, 0.29, 0.718, 0.589, 0.003,  #>     1.328, 0.308, 0.691, 3.249, 0.039, 1.804, 0.238, 2.702, 1.441,  #>     0.27, NA, NA, 0.062, 2.19, 0.976, 3.062, 0.124, 0.045, 1.892,  #>     0.711, 1.079, 1.061, 0.239, 0.361, 0.033, 1.133, 1.225, 1.418,  #>     3.751, 3.02, 0.086, 0.772, 1.882, 2.725, 2.41, 0.352, 0.895,  #>     0.215, 0.141, 2.288, 1.658, 1.255, 1.306, 0.081, 0.667, 0.046,  #>     0.662, 1.985, 1.063, 1.55, 0.015, 0.056, NA, 0.51, 0.929,  #>     2.345, 0.25, 0.816, 0.022, 0.16, 0.547, 3.642, 0.092, 1.2,  #>     1.512, 2.124, NA, 0.862, 0.182, 1.075, 0.021, 0.402, 0.063,  #>     1.129, 0.61, NA, 0.717, 0.205, 0.946, 0.386, 0.37, 1.148,  #>     NA, 0.136, 0.439, 1.148), label = \"Marker Level (ng/mL)\"),  #>     stage = structure(c(1L, 2L, 1L, 3L, 4L, 4L, 1L, 1L, 1L, 3L,  #>     1L, 3L, 4L, 4L, 1L, 4L, 4L, 2L, 1L, 1L, 2L, 2L, 4L, 4L, 4L,  #>     2L, 4L, 1L, 4L, 3L, 1L, 2L, 3L, 3L, 3L, 3L, 1L, 1L, 4L, 4L,  #>     3L, 1L, 4L, 3L, 4L, 1L, 1L, 2L, 1L, 4L, 1L, 2L, 2L, 3L, 3L,  #>     2L, 4L, 1L, 4L, 2L, 4L, 1L, 4L, 1L, 4L, 1L, 1L, 1L, 4L, 1L,  #>     2L, 2L, 2L, 1L, 4L, 4L, 2L, 2L, 4L, 4L, 3L, 2L, 4L, 3L, 2L,  #>     4L, 1L, 2L, 1L, 4L, 3L, 3L, 1L, 3L, 2L, 3L, 2L, 2L, 3L, 4L,  #>     4L, 3L, 3L, 2L, 3L, 2L, 2L, 3L, 2L, 1L, 1L, 3L, 4L, 1L, 4L,  #>     3L, 3L, 2L, 4L, 2L, 1L, 2L, 1L, 4L, 3L, 3L, 3L, 2L, 1L, 2L,  #>     1L, 2L, 2L, 1L, 3L, 2L, 1L, 1L, 1L, 3L, 3L, 4L, 1L, 2L, 2L,  #>     1L, 3L, 4L, 2L, 4L, 2L, 1L, 2L, 3L, 1L, 3L, 4L, 2L, 2L, 1L,  #>     2L, 2L, 3L, 1L, 2L, 2L, 1L, 1L, 3L, 2L, 3L, 1L, 1L, 2L, 4L,  #>     2L, 4L, 4L, 2L, 3L, 4L, 3L, 4L, 4L, 1L, 1L, 4L, 4L, 4L, 1L,  #>     2L, 2L, 2L, 4L, 3L, 3L, 2L, 2L, 4L, 3L), levels = c(\"T1\",  #>     \"T2\", \"T3\", \"T4\"), class = \"factor\", label = \"T Stage\"),  #>     grade = structure(c(2L, 1L, 2L, 3L, 3L, 1L, 2L, 1L, 2L, 1L,  #>     3L, 1L, 3L, 1L, 1L, 3L, 3L, 2L, 3L, 2L, 1L, 2L, 1L, 1L, 2L,  #>     3L, 2L, 2L, 2L, 1L, 3L, 2L, 1L, 1L, 1L, 3L, 2L, 2L, 3L, 2L,  #>     2L, 3L, 3L, 1L, 3L, 1L, 3L, 2L, 2L, 2L, 3L, 3L, 3L, 2L, 3L,  #>     1L, 3L, 1L, 2L, 2L, 3L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 3L, 2L,  #>     1L, 3L, 3L, 3L, 2L, 3L, 3L, 1L, 2L, 1L, 1L, 1L, 1L, 3L, 1L,  #>     3L, 1L, 1L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 2L, 3L, 1L,  #>     3L, 1L, 2L, 2L, 1L, 2L, 2L, 3L, 1L, 3L, 3L, 1L, 1L, 1L, 2L,  #>     3L, 3L, 2L, 1L, 3L, 2L, 1L, 2L, 2L, 2L, 1L, 3L, 3L, 2L, 3L,  #>     1L, 1L, 1L, 2L, 2L, 3L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 3L, 2L,  #>     2L, 2L, 2L, 2L, 1L, 1L, 3L, 2L, 2L, 1L, 2L, 1L, 2L, 3L, 2L,  #>     1L, 1L, 1L, 3L, 1L, 1L, 2L, 1L, 1L, 3L, 3L, 1L, 3L, 2L, 1L,  #>     3L, 1L, 2L, 1L, 1L, 3L, 1L, 2L, 1L, 2L, 2L, 2L, 3L, 2L, 2L,  #>     3L, 2L, 3L, 3L, 2L, 1L, 2L, 3L, 3L, 1L), levels = c(\"I\",  #>     \"II\", \"III\"), class = \"factor\", label = \"Grade\"), response = structure(c(0L,  #>     1L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,  #>     1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 1L,  #>     0L, 0L, 1L, 0L, NA, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 1L,  #>     1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 0L,  #>     0L, 0L, 0L, NA, 0L, 1L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L,  #>     0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L,  #>     0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, NA, 0L, 0L, 1L,  #>     0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 1L,  #>     0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L,  #>     1L, 1L, NA, 1L, 1L, 1L, 0L, 1L, 0L, 0L, 1L, 0L, NA, 1L, 0L,  #>     0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 1L, 0L, 0L,  #>     0L, 1L, 0L, 1L, 0L, 1L, 0L, 1L, 1L, 1L, 0L, 1L, NA, 0L, 1L,  #>     0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, NA, 0L,  #>     1L, 1L, 0L, 0L), label = \"Tumor Response\"), death = structure(c(0L,  #>     0L, 0L, 1L, 1L, 1L, 0L, 1L, 0L, 1L, 0L, 0L, 1L, 1L, 1L, 1L,  #>     0L, 1L, 0L, 0L, 0L, 0L, 1L, 1L, 1L, 1L, 0L, 0L, 1L, 1L, 0L,  #>     1L, 0L, 0L, 0L, 1L, 1L, 0L, 1L, 1L, 1L, 1L, 1L, 0L, 1L, 0L,  #>     0L, 0L, 1L, 1L, 1L, 1L, 0L, 0L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,  #>     0L, 1L, 0L, 0L, 1L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 1L,  #>     1L, 1L, 1L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 0L, 1L, 1L, 1L, 1L,  #>     1L, 1L, 0L, 0L, 1L, 1L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 1L, 1L,  #>     1L, 1L, 0L, 1L, 1L, 0L, 1L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,  #>     0L, 1L, 1L, 1L, 0L, 1L, 1L, 1L, 1L, 0L, 0L, 1L, 1L, 0L, 1L,  #>     0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 0L,  #>     0L, 1L, 1L, 1L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 1L,  #>     1L, 1L, 1L, 1L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 1L, 1L, 1L,  #>     0L, 1L, 1L, 0L, 0L, 1L, 1L, 1L, 1L, 0L, 1L, 0L, 1L, 1L, 0L,  #>     1L, 0L, 1L, 0L), label = \"Patient Died\"), ttdeath = structure(c(24,  #>     24, 24, 17.64, 16.43, 15.64, 24, 18.43, 24, 10.53, 24, 24,  #>     14.34, 12.89, 22.68, 8.71, 24, 15.21, 24, 24, 24, 24, 16.92,  #>     23.89, 6.32, 15.77, 24, 24, 15.45, 17.43, 24, 20.9, 24, 24,  #>     24, 21.19, 12.52, 24, 15.59, 18, 18.02, 12.43, 12.1, 24,  #>     17.42, 24, 24, 24, 12.19, 10.02, 18.23, 10.42, 24, 24, 19.34,  #>     12.21, 14.46, 19.34, 10.16, 13.15, 10.12, 24, 22.77, 24,  #>     24, 22.13, 24, 20.62, 23.23, 7.38, 24, 24, 24, 24, 24, 19.22,  #>     7.27, 23.88, 16.23, 24, 14.06, 24, 24, 24, 16.44, 23.81,  #>     24, 18.37, 11.44, 20.94, 5.33, 22.92, 10.33, 24, 24, 14.54,  #>     19.14, 24, 21.19, 16.07, 9.97, 24, 24, 24, 19.75, 16.67,  #>     11.18, 18.29, 24, 17.56, 17.45, 24, 22.86, 13.68, 24, 24,  #>     17.46, 24, 24, 24, 24, 24, 13, 9.73, 15.65, 24, 3.53, 20.35,  #>     23.41, 16.47, 24, 24, 14.65, 17.81, 24, 21.83, 24, 24, 21.49,  #>     12.68, 24, 24, 24, 24, 10.07, 24, 24, 24, 8.37, 20.33, 24,  #>     24, 21.33, 12.63, 13.08, 24, 15.1, 20.14, 10.55, 24, 24,  #>     24, 24, 23.6, 24, 19.98, 15.55, 23.72, 22.41, 19.54, 16.57,  #>     24, 24, 24, 21.91, 24, 12.53, 24, 18.63, 14.82, 16.46, 24,  #>     9.24, 17.77, 24, 24, 9.92, 16.16, 10.51, 20.81, 24, 16.44,  #>     24, 22.4, 11.76, 24, 21.6, 24, 19.81, 24), label = \"Months to Death/Censor\")), row.names = c(NA,  #> -200L), class = c(\"tbl_df\", \"tbl\", \"data.frame\"))) #>  #> Coefficients: #> (Intercept)    trtDrug B       marker      stageT2      stageT3      stageT4   #>     45.9247      -0.4052      -0.1435       2.0519       2.4437      -3.1573   #>     gradeII     gradeIII     response        death      ttdeath   #>      0.1750       1.6855       4.9885       3.0775      -0.1394   #>  gtsummary::trial |>   default_parsing() |>   regression_model(     outcome.str = \"trt\",     auto.mode = FALSE,     fun = \"stats::glm\",     args.list = list(family = binomial(link = \"logit\"))   ) #> Error in str2lang(x): <text>:2:0: unexpected end of input #> 1: trt~ #>    ^ m <- mtcars |>   default_parsing() |>   regression_model(     outcome.str = \"mpg\",     auto.mode = FALSE,     fun = \"stats::lm\",     formula.str = \"{outcome.str}~{paste(vars,collapse='+')}\",     args.list = NULL,     vars = c(\"mpg\", \"cyl\")   ) #> Warning: the response appeared on the right-hand side and was dropped #> Warning: problem with term 1 in model.matrix: no columns are assigned broom::tidy(m) #> # A tibble: 3 × 5 #>   term        estimate std.error statistic  p.value #>   <chr>          <dbl>     <dbl>     <dbl>    <dbl> #> 1 (Intercept)    26.7      0.972     27.4  2.69e-22 #> 2 cyl6           -6.92     1.56      -4.44 1.19e- 4 #> 3 cyl8          -11.6      1.30      -8.90 8.57e-10 if (FALSE) { # \\dontrun{ gtsummary::trial |>   regression_model_uv(outcome.str = \"age\") gtsummary::trial |>   regression_model_uv(     outcome.str = \"age\",     fun = \"stats::lm\",     args.list = NULL   ) m <- gtsummary::trial |> regression_model_uv(   outcome.str = \"trt\",   fun = \"stats::glm\",   args.list = list(family = stats::binomial(link = \"logit\")) ) lapply(m, broom::tidy) |> dplyr::bind_rows() } # } if (FALSE) { # \\dontrun{ gtsummary::trial |>   regression_model(     outcome.str = \"age\",     fun = \"stats::lm\",     formula.str = \"{outcome.str}~.\",     args.list = NULL   ) ls <- regression_model_list(data = default_parsing(mtcars), outcome.str = \"cyl\", fun.descr = \"Ordinal logistic regression model\") summary(ls$model) ls <- regression_model_list(data = default_parsing(mtcars), outcome.str = \"mpg\", fun.descr = \"Linear regression model\")  ls <- regression_model_list(data = default_parsing(gtsummary::trial), outcome.str = \"trt\", fun.descr = \"Logistic regression model\") tbl <- gtsummary::tbl_regression(ls$model, exponentiate = TRUE) m <- gtsummary::trial |>   default_parsing() |>   regression_model(     outcome.str = \"trt\",     fun = \"stats::glm\",     formula.str = \"{outcome.str}~.\",     args.list = list(family = \"binomial\")   ) tbl2 <- gtsummary::tbl_regression(m, exponentiate = TRUE) broom::tidy(ls$model) broom::tidy(m) } # } if (FALSE) { # \\dontrun{ gtsummary::trial |>   regression_model_uv(     outcome.str = \"trt\",     fun = \"stats::glm\",     args.list = list(family = stats::binomial(link = \"logit\"))   ) |>   lapply(broom::tidy) |>   dplyr::bind_rows() ms <- regression_model_uv_list(data = default_parsing(mtcars), outcome.str = \"mpg\", fun.descr = \"Linear regression model\") ms$code ls <- regression_model_uv_list(data = default_parsing(mtcars), outcome.str = \"am\", fun.descr = \"Logistic regression model\") ls$code lapply(ms$model, broom::tidy) |> dplyr::bind_rows() } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":null,"dir":"Reference","previous_headings":"","what":"Create table of regression model — regression_table","title":"Create table of regression model — regression_table","text":"Create table regression model","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create table of regression model — regression_table","text":"","code":"regression_table(x, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create table of regression model — regression_table","text":"x regression model ... passed methods args.list list arguments passed 'fun'. fun function use table creation. Default \"gtsummary::tbl_regression\".","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create table of regression model — regression_table","text":"object standard class fun","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table_create.html","id":null,"dir":"Reference","previous_headings":"","what":"Create regression summary table — regression_table_create","title":"Create regression summary table — regression_table_create","text":"Create regression summary table","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table_create.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create regression summary table — regression_table_create","text":"","code":"regression_table_create(   x,   ...,   args.list = NULL,   fun = \"gtsummary::tbl_regression\",   theme = c(\"jama\", \"lancet\", \"nejm\", \"qjecon\") )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table_create.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create regression summary table — regression_table_create","text":"x (list ) regression model ... ignored now args.list args.list summary function fun table summary function. Default \"gtsummary::tbl_regression\" theme summary table theme","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table_create.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create regression summary table — regression_table_create","text":"gtsummary list object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":null,"dir":"Reference","previous_headings":"","what":"Remove empty/NA attributes — remove_empty_attr","title":"Remove empty/NA attributes — remove_empty_attr","text":"Remove empty/NA attributes","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Remove empty/NA attributes — remove_empty_attr","text":"","code":"remove_empty_attr(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Remove empty/NA attributes — remove_empty_attr","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Remove empty/NA attributes — remove_empty_attr","text":"data class input","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Remove empty/NA attributes — remove_empty_attr","text":"","code":"ds <- mtcars |>   lapply(\\(.x) REDCapCAST::set_attr(.x, label = NA, attr = \"label\")) |>   dplyr::bind_cols() ds |>   remove_empty_attr() |>   str() #> tibble [32 × 11] (S3: tbl_df/tbl/data.frame) #>  $ mpg : num [1:32] 21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ... #>  $ cyl : num [1:32] 6 6 4 6 8 6 8 4 4 6 ... #>  $ disp: num [1:32] 160 160 108 258 360 ... #>  $ hp  : num [1:32] 110 110 93 110 175 105 245 62 95 123 ... #>  $ drat: num [1:32] 3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ... #>  $ wt  : num [1:32] 2.62 2.88 2.32 3.21 3.44 ... #>  $ qsec: num [1:32] 16.5 17 18.6 19.4 17 ... #>  $ vs  : num [1:32] 0 0 1 1 0 1 0 1 1 1 ... #>  $ am  : num [1:32] 1 1 1 0 0 0 0 0 0 0 ... #>  $ gear: num [1:32] 4 4 4 3 3 3 3 4 4 4 ... #>  $ carb: num [1:32] 4 4 1 1 2 1 4 2 2 4 ... mtcars |>   lapply(\\(.x) REDCapCAST::set_attr(.x, label = NA, attr = \"label\")) |>   remove_empty_attr() |>   str() #> List of 11 #>  $ mpg : num [1:32] 21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ... #>  $ cyl : num [1:32] 6 6 4 6 8 6 8 4 4 6 ... #>  $ disp: num [1:32] 160 160 108 258 360 ... #>  $ hp  : num [1:32] 110 110 93 110 175 105 245 62 95 123 ... #>  $ drat: num [1:32] 3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ... #>  $ wt  : num [1:32] 2.62 2.88 2.32 3.21 3.44 ... #>  $ qsec: num [1:32] 16.5 17 18.6 19.4 17 ... #>  $ vs  : num [1:32] 0 0 1 1 0 1 0 1 1 1 ... #>  $ am  : num [1:32] 1 1 1 0 0 0 0 0 0 0 ... #>  $ gear: num [1:32] 4 4 4 3 3 3 3 4 4 4 ... #>  $ carb: num [1:32] 4 4 1 1 2 1 4 2 2 4 ..."},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":null,"dir":"Reference","previous_headings":"","what":"Removes columns with completenes below cutoff — remove_empty_cols","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"Removes columns completenes cutoff","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"","code":"remove_empty_cols(data, cutoff = 0.7)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"data data frame cutoff numeric","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"data frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"","code":"data.frame(a = 1:10, b = NA, c = c(2, NA)) |> remove_empty_cols(cutoff = .5) #>     a  c #> 1   1  2 #> 2   2 NA #> 3   3  2 #> 4   4 NA #> 5   5  2 #> 6   6 NA #> 7   7  2 #> 8   8 NA #> 9   9  2 #> 10 10 NA"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":null,"dir":"Reference","previous_headings":"","what":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"simple function remove nested lists, like uploading .rds","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"","code":"remove_nested_list(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"","code":"dplyr::tibble(a = 1:10, b = rep(list(\"a\"), 10)) |> remove_nested_list() #> # A tibble: 10 × 1 #>        a #>    <int> #>  1     1 #>  2     2 #>  3     3 #>  4     4 #>  5     5 #>  6     6 #>  7     7 #>  8     8 #>  9     9 #> 10    10 dplyr::tibble(a = 1:10, b = rep(list(c(\"a\", \"b\")), 10)) |> as.data.frame() #>     a    b #> 1   1 a, b #> 2   2 a, b #> 3   3 a, b #> 4   4 a, b #> 5   5 a, b #> 6   6 a, b #> 7   7 a, b #> 8   8 a, b #> 9   9 a, b #> 10 10 a, b"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.html","id":null,"dir":"Reference","previous_headings":"","what":"Get names of repeated instruments — repeated_instruments","title":"Get names of repeated instruments — repeated_instruments","text":"Get names repeated instruments","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get names of repeated instruments — repeated_instruments","text":"","code":"repeated_instruments(uri, token)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get names of repeated instruments — repeated_instruments","text":"uri REDCap database uri token database token","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get names of repeated instruments — repeated_instruments","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/restore_labels.html","id":null,"dir":"Reference","previous_headings":"","what":"Restore column labels using a reference data frame — restore_labels","title":"Restore column labels using a reference data frame — restore_labels","text":"Convenience wrapper around extract_labels() + apply_labels(). Labels matched column name; new columns df_modified left unchanged.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/restore_labels.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Restore column labels using a reference data frame — restore_labels","text":"","code":"restore_labels(df_modified, df_reference)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/restore_labels.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Restore column labels using a reference data frame — restore_labels","text":"df_modified data frame whose columns receive labels. df_reference data frame carrying authoritative \"label\" attributes.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/restore_labels.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Restore column labels using a reference data frame — restore_labels","text":"df_modified labels restored columns present df_reference.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/scale_fill_generate.html","id":null,"dir":"Reference","previous_headings":"","what":"Discrete and Continuous Fill Scale Using generate_colors — scale_fill_generate","title":"Discrete and Continuous Fill Scale Using generate_colors — scale_fill_generate","text":"Drop-replacement viridis::scale_fill_viridis() works palette supported generate_colors().","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/scale_fill_generate.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Discrete and Continuous Fill Scale Using generate_colors — scale_fill_generate","text":"","code":"scale_fill_generate(palette = \"viridis\", discrete = TRUE, ...)  scale_color_generate(palette = \"viridis\", discrete = TRUE, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/scale_fill_generate.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Discrete and Continuous Fill Scale Using generate_colors — scale_fill_generate","text":"palette Passed generate_colors(). Either palette name string function. discrete logical. TRUE (default), discrete scale returned. FALSE, continuous scale returned. ... Additional arguments passed ggplot2::scale_fill_manual() (discrete) ggplot2::scale_fill_gradientn() (continuous).","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/reference/scale_fill_generate.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Discrete and Continuous Fill Scale Using generate_colors — scale_fill_generate","text":"","code":"library(ggplot2)  # Discrete ggplot(mtcars, aes(x = wt, y = mpg, fill = factor(cyl))) +   geom_col() +   scale_fill_generate(palette = \"Set1\")   # Continuous ggplot(mtcars, aes(x = wt, y = mpg, fill = mpg)) +   geom_point(shape = 21, size = 3) +   scale_fill_generate(palette = \"viridis\", discrete = FALSE)   ggplot(mtcars, aes(x = wt, y = mpg, color = factor(cyl))) +   geom_point() +   scale_color_generate(palette = \"Set1\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a select input control with icon(s) — selectInputIcon","title":"Create a select input control with icon(s) — selectInputIcon","text":"Extend form controls adding text icons , , sides classic selectInput.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a select input control with icon(s) — selectInputIcon","text":"","code":"selectInputIcon(   inputId,   label,   choices,   selected = NULL,   multiple = FALSE,   selectize = TRUE,   size = NULL,   width = NULL,   icon = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a select input control with icon(s) — selectInputIcon","text":"inputId input slot used access value. label Display label control, NULL label. choices List values select . elements list named, name — rather value — displayed user. also possible group related inputs providing named list whose elements (either named unnamed) lists, vectors, factors. case, outermost names used group labels (leveraging <optgroup> HTML tag) elements respective sublist. See example section small demo feature. selected initially selected value (multiple values multiple = TRUE). specified defaults first value single-select lists values multiple select lists. multiple selection multiple items allowed? selectize Whether use selectize.js . size Number items show selection box; larger number result taller box. compatible selectize=TRUE. Normally, multiple=FALSE, select input drop-list, size set, box instead. width width input, e.g. '400px', '100%'; see validateCssUnit().","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a select input control with icon(s) — selectInputIcon","text":"numeric input control can added UI definition.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/separate_string.html","id":null,"dir":"Reference","previous_headings":"","what":"Separate string wide or long — separate_string","title":"Separate string wide or long — separate_string","text":"Separate string wide long","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/separate_string.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Separate string wide or long — separate_string","text":"","code":"separate_string(data, col, delim, direction = c(\"wide\", \"long\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/separate_string.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Separate string wide or long — separate_string","text":"data data col column delim delimiter direction target direction","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/separate_string.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Separate string wide or long — separate_string","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":null,"dir":"Reference","previous_headings":"","what":"(Re)label columns in data.frame — set_column_label","title":"(Re)label columns in data.frame — set_column_label","text":"(Re)label columns data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"(Re)label columns in data.frame — set_column_label","text":"","code":"set_column_label(data, label, overwrite = TRUE)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"(Re)label columns in data.frame — set_column_label","text":"data data.frame labelled label named list vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"(Re)label columns in data.frame — set_column_label","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"(Re)label columns in data.frame — set_column_label","text":"","code":"ls <- list(\"mpg\" = \"\", \"cyl\" = \"Cylinders\", \"disp\" = \"\", \"hp\" = \"\", \"drat\" = \"\", \"wt\" = \"\", \"qsec\" = \"\", \"vs\" = \"\", \"am\" = \"\", \"gear\" = \"\", \"carb\" = \"\") ls2 <- c(\"mpg\" = \"\", \"cyl\" = \"Cylinders\", \"disp\" = \"\", \"hp\" = \"Horses\", \"drat\" = \"\", \"wt\" = \"\", \"qsec\" = \"\", \"vs\" = \"\", \"am\" = \"\", \"gear\" = \"\", \"carb\" = \"\") ls3 <- c(\"mpg\" = \"\", \"cyl\" = \"\", \"disp\" = \"\", \"hp\" = \"Horses\", \"drat\" = \"\", \"wt\" = \"\", \"qsec\" = \"\", \"vs\" = \"\", \"am\" = \"\", \"gear\" = \"\", \"carb\" = \"\") mtcars |>   set_column_label(ls) |>   set_column_label(ls2) |>   set_column_label(ls3) #> # A tibble: 32 × 11 #>      mpg   cyl  disp    hp  drat    wt  qsec    vs    am  gear  carb #>    <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> #>  1  21       6  160    110  3.9   2.62  16.5     0     1     4     4 #>  2  21       6  160    110  3.9   2.88  17.0     0     1     4     4 #>  3  22.8     4  108     93  3.85  2.32  18.6     1     1     4     1 #>  4  21.4     6  258    110  3.08  3.22  19.4     1     0     3     1 #>  5  18.7     8  360    175  3.15  3.44  17.0     0     0     3     2 #>  6  18.1     6  225    105  2.76  3.46  20.2     1     0     3     1 #>  7  14.3     8  360    245  3.21  3.57  15.8     0     0     3     4 #>  8  24.4     4  147.    62  3.69  3.19  20       1     0     4     2 #>  9  22.8     4  141.    95  3.92  3.15  22.9     1     0     4     2 #> 10  19.2     6  168.   123  3.92  3.44  18.3     1     0     4     4 #> # ℹ 22 more rows rlang::expr(FreesearchR::set_column_label(label = !!ls3)) |> expression_string() #> [1] \"FreesearchR::set_column_label(label = c(mpg = '', cyl = '', disp = '', hp = 'Horses', drat = '', wt = '', qsec = '', vs = '', am = '', gear = '', carb = ''))\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/show_data.html","id":null,"dir":"Reference","previous_headings":"","what":"Display a table in a window — show_data","title":"Display a table in a window — show_data","text":"Display table window","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/show_data.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Display a table in a window — show_data","text":"","code":"show_data(   data,   title = NULL,   options = NULL,   show_classes = TRUE,   type = c(\"popup\", \"modal\", \"winbox\"),   width = \"65%\",   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/show_data.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Display a table in a window — show_data","text":"data data object (either matrix data.frame). title Title displayed window. options Arguments passed toastui::datagrid(). show_classes Show variables classes variables names table header. type Display table pop-shinyWidgets::show_alert(), modal window shiny::showModal() WinBox window shinyWidgets::WinBox(). width Width window, used type = \"popup\" type = \"winbox\". ... Additional options, wbOptions = wbOptions() wbControls = wbControls().","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/show_data.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Display a table in a window — show_data","text":"value.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/show_data.html","id":"note","dir":"Reference","previous_headings":"","what":"Note","title":"Display a table in a window — show_data","text":"use type = \"winbox\", need use shinyWidgets::html_dependency_winbox() somewhere UI.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/simple_snake.html","id":null,"dir":"Reference","previous_headings":"","what":"Simplified version of the snakecase packages to_snake_case — simple_snake","title":"Simplified version of the snakecase packages to_snake_case — simple_snake","text":"Simplified version snakecase packages to_snake_case","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/simple_snake.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Simplified version of the snakecase packages to_snake_case — simple_snake","text":"","code":"simple_snake(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/simple_snake.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Simplified version of the snakecase packages to_snake_case — simple_snake","text":"data character string vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/simple_snake.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Simplified version of the snakecase packages to_snake_case — simple_snake","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/simple_snake.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Simplified version of the snakecase packages to_snake_case — simple_snake","text":"","code":"c(\"foo bar\", \"fooBar21\", \"!!Foo'B'a-r\", \"foo_bar\", \"F  OO bar\") |> simple_snake() #> [1] \"foo_bar\"   \"foobar21\"  \"fooba-r\"   \"foo_bar\"   \"f__oo_bar\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":null,"dir":"Reference","previous_headings":"","what":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"Drop-replacement base::sort_by option remove NAs","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"","code":"sort_by(x, y, na.rm = FALSE, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"x x y y na.rm remove NAs ... passed base_sort_by","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"","code":"sort_by(c(\"Multivariable\", \"Univariable\"), c(\"Univariable\", \"Minimal\", \"Multivariable\")) #> [1] \"Univariable\"   NA              \"Multivariable\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.html","id":null,"dir":"Reference","previous_headings":"","what":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","title":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","text":"Specify format arguments include qmd header/frontmatter","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","text":"","code":"specify_qmd_format(data, fileformat = c(\"docx\", \"odt\", \"pdf\", \"all\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","text":"data vector fileformat format include","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/split-string.html","id":null,"dir":"Reference","previous_headings":"","what":"String split module based on tidyr::separate_ — split-string","title":"String split module based on tidyr::separate_ — split-string","text":"String split module based tidyr::separate_","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/split-string.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"String split module based on tidyr::separate_ — split-string","text":"","code":"string_split_ui(id)  string_split_server(id, data_r = reactive(NULL))  modal_string_split(   id,   title = i18n$t(\"Split character string\"),   easyClose = TRUE,   size = \"xl\",   footer = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/split-string.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"String split module based on tidyr::separate_ — split-string","text":"id id data_r reactive data title Modal title easyClose easyClose size size footer footer","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/split-string.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"String split module based on tidyr::separate_ — split-string","text":"shiny ui module shiny module server shiny modal","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily subset by data type function — subset_types","title":"Easily subset by data type function — subset_types","text":"Easily subset data type function","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily subset by data type function — subset_types","text":"","code":"subset_types(data, types, type.fun = data_type)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily subset by data type function — subset_types","text":"data data types desired types type.fun function get type. Default outcome_type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily subset by data type function — subset_types","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily subset by data type function — subset_types","text":"","code":"default_parsing(mtcars) |> subset_types(\"ordinal\") #> data frame with 0 columns and 32 rows default_parsing(mtcars) |> subset_types(c(\"dichotomous\", \"categorical\")) #>    cyl    vs    am gear carb #> 1    6 FALSE  TRUE    4    4 #> 2    6 FALSE  TRUE    4    4 #> 3    4  TRUE  TRUE    4    1 #> 4    6  TRUE FALSE    3    1 #> 5    8 FALSE FALSE    3    2 #> 6    6  TRUE FALSE    3    1 #> 7    8 FALSE FALSE    3    4 #> 8    4  TRUE FALSE    4    2 #> 9    4  TRUE FALSE    4    2 #> 10   6  TRUE FALSE    4    4 #> 11   6  TRUE FALSE    4    4 #> 12   8 FALSE FALSE    3    3 #> 13   8 FALSE FALSE    3    3 #> 14   8 FALSE FALSE    3    3 #> 15   8 FALSE FALSE    3    4 #> 16   8 FALSE FALSE    3    4 #> 17   8 FALSE FALSE    3    4 #> 18   4  TRUE  TRUE    4    1 #> 19   4  TRUE  TRUE    4    2 #> 20   4  TRUE  TRUE    4    1 #> 21   4  TRUE FALSE    3    1 #> 22   8 FALSE FALSE    3    2 #> 23   8 FALSE FALSE    3    2 #> 24   8 FALSE FALSE    3    4 #> 25   8 FALSE FALSE    3    2 #> 26   4  TRUE  TRUE    4    1 #> 27   4 FALSE  TRUE    5    2 #> 28   4  TRUE  TRUE    5    2 #> 29   8 FALSE  TRUE    5    4 #> 30   6 FALSE  TRUE    5    6 #> 31   8 FALSE  TRUE    5    8 #> 32   4  TRUE  TRUE    4    2 #' default_parsing(mtcars) |> subset_types(\"factor\",class)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_functions.html","id":null,"dir":"Reference","previous_headings":"","what":"Implemented functions — supported_functions","title":"Implemented functions — supported_functions","text":"Library supported functions. list name \"descr\" element unique element list.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_functions.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Implemented functions — supported_functions","text":"","code":"supported_functions()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_functions.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Implemented functions — supported_functions","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_functions.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Implemented functions — supported_functions","text":"","code":"supported_functions() #> $lm #> $lm$descr #> [1] \"Linear regression model\" #>  #> $lm$design #> [1] \"cross-sectional\" #>  #> $lm$out.type #> [1] \"continuous\" #>  #> $lm$fun #> [1] \"stats::lm\" #>  #> $lm$args.list #> NULL #>  #> $lm$formula.str #> [1] \"{outcome.str}~{paste(vars,collapse='+')}\" #>  #> $lm$table.fun #> [1] \"gtsummary::tbl_regression\" #>  #> $lm$table.args.list #> $lm$table.args.list$exponentiate #> [1] FALSE #>  #>  #>  #> $glm #> $glm$descr #> [1] \"Logistic regression model\" #>  #> $glm$design #> [1] \"cross-sectional\" #>  #> $glm$out.type #> [1] \"dichotomous\" #>  #> $glm$fun #> [1] \"stats::glm\" #>  #> $glm$args.list #> $glm$args.list$family #> [1] \"binomial\" #>  #>  #> $glm$formula.str #> [1] \"{outcome.str}~{paste(vars,collapse='+')}\" #>  #> $glm$table.fun #> [1] \"gtsummary::tbl_regression\" #>  #> $glm$table.args.list #> list() #>  #>  #> $polr #> $polr$descr #> [1] \"Ordinal logistic regression model\" #>  #> $polr$design #> [1] \"cross-sectional\" #>  #> $polr$out.type #> [1] \"categorical\" #>  #> $polr$fun #> [1] \"MASS::polr\" #>  #> $polr$args.list #> $polr$args.list$Hess #> [1] TRUE #>  #> $polr$args.list$method #> [1] \"logistic\" #>  #>  #> $polr$formula.str #> [1] \"{outcome.str}~{paste(vars,collapse='+')}\" #>  #> $polr$table.fun #> [1] \"gtsummary::tbl_regression\" #>  #> $polr$table.args.list #> list() #>  #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_plots.html","id":null,"dir":"Reference","previous_headings":"","what":"Implemented functions — supported_plots","title":"Implemented functions — supported_plots","text":"Library supported functions. list name \"descr\" element unique element list. descr: Plot description primary.type: Primary variable data type (continuous, dichotomous ordinal) secondary.type: Secondary variable data type (continuous, dichotomous ordinal) secondary.extra: \"none\" NULL option choose none. tertiary.type: Tertiary variable data type (continuous, dichotomous 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icons","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get data type icons — type_icons","text":"","code":"type_icons(x)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get data type icons — type_icons","text":"x character vector data classes","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get data type icons — type_icons","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get data type icons — type_icons","text":"","code":"\"ordinal\" |> type_icons() #> <svg xmlns=\"http://www.w3.org/2000/svg\" 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list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ui_elements.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"FreesearchR UI elements list — ui_elements","text":"","code":"ui_elements(selection)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ui_elements.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"FreesearchR UI elements list — ui_elements","text":"selection specify element output","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ui_elements.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"FreesearchR UI elements list — ui_elements","text":"Shinu UI elements","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_names.html","id":null,"dir":"Reference","previous_headings":"","what":"Make unique variable names — unique_names","title":"Make unique variable names — unique_names","text":"Helper function create new variable names unique given set existing names (data set, example). variable name already exists, number appended.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_names.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Make unique variable names — unique_names","text":"","code":"unique_names(new, existing = character())"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_names.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Make unique variable names — unique_names","text":"new vector proposed new variable names existing vector existing variable names","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_names.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Make unique variable names — unique_names","text":"vector unique new variable names","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_names.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Make unique variable names — unique_names","text":"","code":"unique_names(c(\"var_x\", \"var_y\", \"var_x\"), c(\"var_x\", \"var_z\")) #> [1] \"var_x_1\" \"var_y\"   \"var_x_2\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_short.html","id":null,"dir":"Reference","previous_headings":"","what":"Create unique short names of character vector items based on index — unique_short","title":"Create unique short names of character vector items based on index — unique_short","text":"function prefer original names, append index long strings.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_short.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create unique short names of character vector items based on index — unique_short","text":"","code":"unique_short(data, max = 15)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_short.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create unique short names of character vector items based on index — unique_short","text":"data character vector max maximum final name length","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_short.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create unique short names of character vector items based on index — unique_short","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_short.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create unique short names of character vector items based on index — unique_short","text":"","code":"c(\"kahdleidnsallskdj\", \"hej\") |> unique_short() #> [1] \"kahdleidnsall_1\" \"hej\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-factor.html","id":null,"dir":"Reference","previous_headings":"","what":"Module to Reorder the Levels of a Factor Variable — update-factor","title":"Module to Reorder the Levels of a Factor Variable — update-factor","text":"module contain interface reorder levels factor variable.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-factor.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Module to Reorder the Levels of a Factor Variable — update-factor","text":"","code":"update_factor_ui(id)  update_factor_server(id, data_r = reactive(NULL))  modal_update_factor(   id,   title = i18n$t(\"Update levels of a factor\"),   easyClose = TRUE,   size = \"l\",   footer = NULL )  winbox_update_factor(   id,   title = i18n$t(\"Update levels of a factor\"),   options = shinyWidgets::wbOptions(),   controls = shinyWidgets::wbControls() )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-factor.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Module to Reorder the Levels of a Factor Variable — update-factor","text":"id Module ID. data_r shiny::reactive() function returning data.frame. title optional title dialog. easyClose TRUE, modal dialog can dismissed clicking outside dialog box, pressing Escape key. FALSE (default), modal dialog dismissed ways; instead must dismissed clicking modalButton(), call removeModal() server. size One \"s\" small, \"m\" (default) medium, \"l\" large, \"xl\" extra large. Note \"xl\" works Bootstrap 4 (opt-Bootstrap 4+, pass bslib::bs_theme() theme argument page container like fluidPage()). footer UI footer. Use NULL footer. options List options, see wbOptions(). controls List controls, see wbControls().","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-factor.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Module to Reorder the Levels of a Factor Variable — update-factor","text":"shiny::reactive() function returning data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-variables.html","id":null,"dir":"Reference","previous_headings":"","what":"Select, rename and convert variables — update-variables","title":"Select, rename and convert variables — update-variables","text":"Select, rename convert variables","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-variables.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Select, rename and convert variables — update-variables","text":"","code":"update_variables_ui(id, title = \"\")  update_variables_server(   id,   data,   height = NULL,   return_data_on_init = FALSE,   try_silent = FALSE )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-variables.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Select, rename and convert variables — update-variables","text":"id Module's ID title Module's title, TRUE use default title, use NULL title shiny.tag custom one. data data.frame reactive function returning data.frame. height Height table. return_data_on_init Return initial data module called. try_silent logical: report error messages suppressed?","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-variables.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Select, rename and convert variables — update-variables","text":"shiny::reactive() function returning updated data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.html","id":null,"dir":"Reference","previous_headings":"","what":"Modified from the datamods pacakge — update_variables_datagrid","title":"Modified from the datamods pacakge — update_variables_datagrid","text":"Modified datamods pacakge","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Modified from the datamods pacakge — update_variables_datagrid","text":"","code":"update_variables_datagrid(   data,   height = NULL,   selectionId = NULL,   buttonId = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Modified from the datamods pacakge — update_variables_datagrid","text":"data data height height selectionId selectionId buttonId buttonId","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Modified from the datamods pacakge — update_variables_datagrid","text":"","code":"mtcars |>   summary_vars() |>   update_variables_datagrid() #> Error in update_variables_datagrid(summary_vars(mtcars)): could not find function \"update_variables_datagrid\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validate_redcap_filter.html","id":null,"dir":"Reference","previous_headings":"","what":"Validate a REDCap server-side filter string against a data dictionary — validate_redcap_filter","title":"Validate a REDCap server-side filter string against a data dictionary — validate_redcap_filter","text":"Checks REDCap filter expression syntactically correct consistent field types defined project data dictionary. Plain text without field references always rejected. Multi-clause filters joined supported.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validate_redcap_filter.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Validate a REDCap server-side filter string against a data dictionary — validate_redcap_filter","text":"","code":"validate_redcap_filter(filter, dictionary)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validate_redcap_filter.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Validate a REDCap server-side filter string against a data dictionary — validate_redcap_filter","text":"filter single character string containing filter expression, e.g. \"[age] > 18\" \"[cohabitation] = '1' [age] > 18\". dictionary data frame representing REDCap data dictionary API export format, returned e.g. REDCapCAST::get_redcap_metadata(). Must contain least columns field_name field_type. columns text_validation_type_or_show_slider_number select_choices_or_calculations used present stricter type choice validation.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validate_redcap_filter.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Validate a REDCap server-side filter string against a data dictionary — validate_redcap_filter","text":"named list two elements: valid Logical. TRUE filter passes checks. message Character. \"Filter valid.\" success, newline-separated string error messages describing every problem found.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validate_redcap_filter.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Validate a REDCap server-side filter string against a data dictionary — validate_redcap_filter","text":"Validation rules field type: calc Numeric fields. Value must unquoted number. comparison operators (=, !=, <, >, <=, >=) accepted. text date validation Fields validation type date_ymd, date_dmy, datetime_*, etc. Value must quoted date/datetime string 'YYYY-MM-DD' format. comparison operators accepted. text time validation Fields validation type time_hh_mm_ss time_mm_ss. Value must quoted time string, e.g. '14:30:00'. comparison operators accepted. radio / dropdown Categorical fields. Value must quoted choice code (e.g. '1') exists field's choice list. = != accepted. text (plain) Free-text fields. Value must quoted string. = != accepted.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validate_redcap_filter.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Validate a REDCap server-side filter string against a data dictionary — validate_redcap_filter","text":"","code":"if (FALSE) { # \\dontrun{ dict <- REDCapCAST::get_redcap_metadata(   uri    = \"https://redcap.example.com/api/\",   token  = Sys.getenv(\"REDCAP_TOKEN\") )  validate_redcap_filter(\"[age] > 18\", dict) #> list(valid = TRUE, message = \"Filter is valid.\")  validate_redcap_filter(\"only plain text\", dict) #> list(valid = FALSE, message = \"Filter must contain at least one field ...\")  validate_redcap_filter(\"[cohabitation] = '1' AND [age] > 18\", dict) #> list(valid = TRUE, message = \"Filter is valid.\") } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation.html","id":null,"dir":"Reference","previous_headings":"","what":"Validation module — validation_ui","title":"Validation module — validation_ui","text":"Check dataset respect validation expectations.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Validation module — validation_ui","text":"","code":"validation_ui(id, max_height = NULL, ...)  validation_server(id, data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Validation module — validation_ui","text":"id Module's ID. max_height Maximum height validation results element, useful many rules. ... Arguments passed actionButton uiOutput depending display mode, use inputId/outputId, label icon (button ). data reactive function returning data.frame.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Validation module — validation_ui","text":"UI: HTML tags can included shiny's UI Server: list two slots: status: reactive function returning best status available \"OK\", \"Failed\" \"Error\". details: reactive function returning list validation details.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Validation module — validation_ui","text":"","code":"#' Data and analyses validation demo #' #' @returns #' @export #' #' @examples #' \\dontrun{ #' validation_demo_app() #' } validation_demo_app <- function() {   ui <- shiny::fluidPage(     shiny::tags$h2(\"Validation\"),     IDEAFilter::IDEAFilter_ui(\"data_filter\"),     shiny::br(),     DT::DTOutput(\"data_final\"),     shiny::br(),     validation_ui(\"validation_demo_2\")   )    server <- function(input, output, session) {     rv <- shiny::reactiveValues(       data_original = shiny::reactive(mtcars),       data_filtered = NULL     )      rv_validation <- shiny::reactiveValues(       obs_filter = NULL,       vars_filter = NULL     )      data_filter <- IDEAFilter::IDEAFilter(       id = \"data_filter\",       data = mtcars,       verbose = TRUE     )      shiny::observeEvent(       data_filter(),       {         rv$data_filtered <- data_filter()       }     )      output$data_final <- DT::renderDT(       data_filter()     )      shiny::observeEvent(       list(         data_filter()       ),       {         to_make_validation <- data_filter()         ## Validation         if (!is.null(to_make_validation)) {           validation <-             make_validation(               ls = validation_lib(\"obs_filter\"),               list(                 x = mtcars,                 y = to_make_validation               )             )          rv_validation$vars_filter <- validation          validation_server(id = \"validation_demo_2\", data = rv_validation$vars_filter)          }         }     )      # shiny::observeEvent(     #   list(     #     shiny::reactive(rv_validation$vars_filter)(),     #     data_filter()     #   ),     #   {     #     # browser()     #     # to_make_alert <- shiny::isolate(rv_validation$vars_filter)     #     to_make_alert <- shiny::reactive(rv_validation$vars_filter)()     #     if (!is.null(rv_validation$vars_filter)) {     #       validation_server(id = \"validation_demo_2\", data = to_make_alert)     #     }     #   }     # )   }   shiny::shinyApp(ui, server) }   #' Title #' #' @returns #' @export #' #' @examples #' validation_nr_demo_app() validation_nr_demo_app <- function() {   ui <- shiny::fluidPage(     shiny::tags$h2(\"Validation\"),     shiny::br(),     validation_ui(\"validation_demo_1\", max_height = \"30px\"),     shiny::br(),     validation_ui(\"validation_demo_2\")   )    server <- function(input, output, session) {     df_original <- mtcars      df_obs <- mtcars |> dplyr::filter(mpg > 20)      df_vars <- df_obs[1:6]      val1 <- purrr::map2(       .x = validation_lib()[1],       .y = list(list(x = df_original, y = df_obs)),       make_validation     )      val2 <- make_validation(       ls = validation_lib()[[2]],       list(x = df_original, y = df_vars)     )      validation_server(id = \"validation_demo_1\", data = val1)      validation_server(id = \"validation_demo_2\", data = val2)   }   shiny::shinyApp(ui, server) }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation_lib.html","id":null,"dir":"Reference","previous_headings":"","what":"Validation library — validation_lib","title":"Validation library — validation_lib","text":"Validation library","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation_lib.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Validation library — validation_lib","text":"","code":"validation_lib(name = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation_lib.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Validation library — validation_lib","text":"name Index name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation_lib.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Validation library — validation_lib","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation_lib.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Validation library — validation_lib","text":"","code":"validation_lib() #> Error in validation_lib(): could not find function \"validation_lib\" validation_lib(\"missings\") #> Error in validation_lib(\"missings\"): could not find function \"validation_lib\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vars_filter_validate.html","id":null,"dir":"Reference","previous_headings":"","what":"Variable filter test wrapper — vars_filter_validate","title":"Variable filter test wrapper — vars_filter_validate","text":"Variable filter test wrapper","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vars_filter_validate.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Variable filter test wrapper — vars_filter_validate","text":"","code":"vars_filter_validate(before, after)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vars_filter_validate.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Variable filter test wrapper — vars_filter_validate","text":"data data ","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vars_filter_validate.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Variable filter test wrapper — vars_filter_validate","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vars_filter_validate.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Variable filter test wrapper — vars_filter_validate","text":"","code":"vars_filter_validate(mtcars, mtcars[1:6]) #> Error in vars_filter_validate(mtcars, mtcars[1:6]): could not find function \"vars_filter_validate\" vars_filter_validate(mtcars, mtcars[0]) #> Error in vars_filter_validate(mtcars, mtcars[0]): could not find function \"vars_filter_validate\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":null,"dir":"Reference","previous_headings":"","what":"A selectizeInput customized for named vectors — vectorSelectInput","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"selectizeInput customized named vectors","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"","code":"vectorSelectInput(   inputId,   label,   choices,   selected = \"\",   ...,   placeholder = \"\",   onInitialize )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"inputId passed selectizeInput label passed selectizeInput choices named vector fields populated selected default selection ... passed selectizeInput placeholder passed selectizeInput options onInitialize passed selectizeInput options","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"selectizeInput dropdown element","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"","code":"if (shiny::interactive()) {   shinyApp(     ui = fluidPage(       shiny::uiOutput(\"select\"),       tableOutput(\"data\")     ),     server = function(input, output) {       output$select <- shiny::renderUI({         vectorSelectInput(           inputId = \"variable\", label = \"Variable:\",           data = c(             \"Cylinders\" = \"cyl\",             \"Transmission\" = \"am\",             \"Gears\" = \"gear\"           )         )       })        output$data <- renderTable(         {           mtcars[, c(\"mpg\", input$variable), drop = FALSE]         },         rownames = TRUE       )     }   ) } #> Error: 'interactive' is not an exported object from 'namespace:shiny'"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.html","id":null,"dir":"Reference","previous_headings":"","what":"Vertical stacked bar plot wrapper — vertical_stacked_bars","title":"Vertical stacked bar plot wrapper — vertical_stacked_bars","text":"Vertical stacked bar plot wrapper","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Vertical stacked bar plot wrapper — vertical_stacked_bars","text":"","code":"vertical_stacked_bars(   data,   score = \"full_score\",   group = \"pase_0_q\",   strata = NULL,   t.size = 8,   l.color = \"black\",   l.size = 0.5,   draw.lines = TRUE,   label.str = \"{n}\\n{round(100 * p,0)}%\",   color.palette = \"viridis\",   reverse = TRUE )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Vertical stacked bar plot wrapper — vertical_stacked_bars","text":"data data.frame score outcome variable group grouping variable strata stratifying variable t.size text size","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Vertical stacked bar plot wrapper — vertical_stacked_bars","text":"ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/visual-summary.html","id":null,"dir":"Reference","previous_headings":"","what":"Data correlations evaluation module — visual-summary","title":"Data correlations evaluation module — visual-summary","text":"Data correlations evaluation module Visual summary server Visual summary modal Plot missings class apexcharter. use FreesearchR. Ggplot2 data summary visualisation based visdat::vis_dat.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/visual-summary.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data correlations evaluation module — visual-summary","text":"","code":"visual_summary_ui(id)  visual_summary_server(id, data_r = shiny::reactive(NULL), ...)  modal_visual_summary(   id,   title = \"Visual overview of data classes and missing observations\",   easyClose = TRUE,   size = \"xl\",   footer = NULL,   ... )  missings_apex_plot(data, animation = FALSE, ...)  visual_summary(data, legend.title = NULL, ylab = \"Observations\", ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/visual-summary.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data correlations evaluation module — visual-summary","text":"id id data_r reactive data ... optional arguments passed data_summary_gather() title title easyClose easyClose size modal size footer modal footer data data legend.title Legend title ylab Y axis label","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/visual-summary.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data correlations evaluation module — visual-summary","text":"Shiny ui module shiny server shiny modal apexcharter::apexchart() htmlwidget object. ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":null,"dir":"Reference","previous_headings":"","what":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"function requires assumes systematic naming variables. now supports one level pivoting. Adding levels require added \"ignore\" string pattern similarly. Example 2.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"","code":"wide2long(   data,   pattern,   type = c(\"prefix\", \"infix\", \"suffix\"),   id.col = 1,   instance.name = \"instance\" )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"data data pattern pattern(s) match. Character vector length 1 . type type match. can one \"prefix\",\"infix\" \"suffix\". id.col ID column. fill ID . Column name numeric index. Default \"1\", first column. instance.name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"","code":"data.frame(   1:20, sample(70:80, 20, TRUE),   sample(70:100, 20, TRUE),   sample(70:100, 20, TRUE),   sample(170:200, 20, TRUE) ) |>   setNames(c(\"id\", \"age\", \"weight_0\", \"weight_1\", \"height_1\")) |>   wide2long(pattern = c(\"_0\", \"_1\"), type = \"suffix\") #>    id age instance weight height #> 1   1  70        0     73     NA #> 2   1  NA        1     77    176 #> 3   2  77        0     97     NA #> 4   2  NA        1     75    180 #> 5   3  78        0     70     NA #> 6   3  NA        1     99    181 #> 7   4  78        0     87     NA #> 8   4  NA        1     74    198 #> 9   5  73        0     81     NA #> 10  5  NA        1     98    198 #> 11  6  72        0     90     NA #> 12  6  NA        1     73    178 #> 13  7  72        0     71     NA #> 14  7  NA        1    100    179 #> 15  8  79        0     96     NA #> 16  8  NA        1     74    177 #> 17  9  77        0     88     NA #> 18  9  NA        1     98    189 #> 19 10  78        0     88     NA #> 20 10  NA        1     85    181 #> 21 11  79        0     83     NA #> 22 11  NA        1     97    197 #> 23 12  76        0     79     NA #> 24 12  NA        1     94    186 #> 25 13  74        0     77     NA #> 26 13  NA        1     77    200 #> 27 14  70        0     88     NA #> 28 14  NA        1    100    181 #> 29 15  72        0     95     NA #> 30 15  NA        1     73    175 #> 31 16  70        0     99     NA #> 32 16  NA        1     83    185 #> 33 17  80        0     71     NA #> 34 17  NA        1     84    174 #> 35 18  79        0     77     NA #> 36 18  NA        1     94    184 #> 37 19  72        0     70     NA #> 38 19  NA        1     93    195 #> 39 20  77        0     77     NA #> 40 20  NA        1     77    187 data.frame(   1:20, sample(70:80, 20, TRUE),   sample(70:100, 20, TRUE),   sample(70:100, 20, TRUE),   sample(170:200, 20, TRUE) ) |>   setNames(c(\"id\", \"age\", \"weight_0\", \"weight_a_1\", \"height_b_1\")) |>   wide2long(pattern = c(\"_0\", \"_1\"), type = \"suffix\") #>    id age instance weight weight_a height_b #> 1   1  77        0     84       NA       NA #> 2   1  NA        1     NA       78      171 #> 3   2  70        0     89       NA       NA #> 4   2  NA        1     NA       72      182 #> 5   3  72        0     98       NA       NA #> 6   3  NA        1     NA       93      170 #> 7   4  73        0    100       NA       NA #> 8   4  NA        1     NA       98      171 #> 9   5  73        0     83       NA       NA #> 10  5  NA        1     NA       91      173 #> 11  6  72        0     81       NA       NA #> 12  6  NA        1     NA       81      170 #> 13  7  76        0     88       NA       NA #> 14  7  NA        1     NA       75      174 #> 15  8  74        0     70       NA       NA #> 16  8  NA        1     NA       82      173 #> 17  9  76        0     87       NA       NA #> 18  9  NA        1     NA       84      176 #> 19 10  71        0     85       NA       NA #> 20 10  NA        1     NA       70      189 #> 21 11  77        0     79       NA       NA #> 22 11  NA        1     NA       83      185 #> 23 12  74        0     87       NA       NA #> 24 12  NA        1     NA       77      187 #> 25 13  71        0     75       NA       NA #> 26 13  NA        1     NA       89      173 #> 27 14  75        0     70       NA       NA #> 28 14  NA        1     NA       84      178 #> 29 15  80        0     93       NA       NA #> 30 15  NA        1     NA       87      182 #> 31 16  76        0     96       NA       NA #> 32 16  NA        1     NA       72      187 #> 33 17  71        0     88       NA       NA #> 34 17  NA        1     NA       80      173 #> 35 18  73        0     86       NA       NA #> 36 18  NA        1     NA       91      184 #> 37 19  76        0     91       NA       NA #> 38 19  NA        1     NA       89      189 #> 39 20  71        0     79       NA       NA #> 40 20  NA        1     NA       84      197 # Optional filling of missing values by last observation carried forward # Needed for mmrm analyses long_missings |>   # Fills record ID assuming none are missing   tidyr::fill(record_id) |>   # Grouping by ID for the last step   dplyr::group_by(record_id) |>   # Filling missing data by ID   tidyr::fill(names(long_missings)[!names(long_missings) %in% new_names]) |>   # Remove grouping   dplyr::ungroup() #> Error: object 'long_missings' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/with_labels.html","id":null,"dir":"Reference","previous_headings":"","what":"Evaluate an expression while preserving column labels — with_labels","title":"Evaluate an expression while preserving column labels — with_labels","text":"Snapshots labels df evaluating expr, reapplies matching columns result. New columns created inside expr receive label automatically.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/with_labels.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Evaluate an expression while preserving column labels — with_labels","text":"","code":"with_labels(df, expr)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/with_labels.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Evaluate an expression while preserving column labels — with_labels","text":"df data frame carrying \"label\" attributes. expr unquoted expression transforms df returns data frame.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/with_labels.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Evaluate an expression while preserving column labels — with_labels","text":"data frame produced expr, original labels restored.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapping — wrap_plot_list","title":"Wrapping — wrap_plot_list","text":"Wrapping","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapping — wrap_plot_list","text":"","code":"wrap_plot_list(   data,   tag_levels = NULL,   title = NULL,   axis.font.family = NULL,   guides = \"collect\",   axes = \"collect\",   axis_titles = \"collect\",   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapping — wrap_plot_list","text":"data list ggplot2 objects tag_levels passed patchwork::plot_annotation given. Default NULL title panel title guides passed patchwork::wrap_plots() axes passed patchwork::wrap_plots() axis_titles passed patchwork::wrap_plots() ... passed patchwork::wrap_plots()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapping — wrap_plot_list","text":"list ggplot2 objects","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/write_quarto.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","title":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","text":"Wrapper save data RDS, load specified qmd render","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/write_quarto.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","text":"","code":"write_quarto(data, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/write_quarto.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","text":"data list pass qmd ... Passed quarto::quarto_render()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/write_quarto.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","text":"output file name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2641","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.4.1","title":"FreesearchR 26.4.1","text":"Minor adjustments bug fixes including streamlining icon use use phosphoricons across app.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2636","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.3.6","title":"FreesearchR 26.3.6","text":"FIX Plot single variable Likert plot. FIX Horizontal stacked plot crashed. Fixed!","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2635","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.3.5","title":"FreesearchR 26.3.5","text":"FIX Labelled categorical variables handled correctly importing REDCap resulting lost labels. Fixed! CHANGE Testing new data realised, automatically removing empty levels categorical variables/factors desired. concious decision remove levels. now possible “Modify factor” pop-. CHANGE REDCap export now throws error data exported. server side filtering prior export now validated feedback printed. valid filter statements used exporting data REDCap server. advanced use case, great way ensure minimum required data exported server. FIX Applying filters now works also data contains text variables. NEW Initial support plotting Likert scale survey results. expected improved. based ggstats::gglikert.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2634","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.3.4","title":"FreesearchR 26.3.4","text":"NEW Color select plotting across plots even option. Ten palettes chosen, provide varied interpretable options. selector always show preview four colors. NEW Added app version check latest release GitHub. runs internet connection present. polling. NEW Added “Missing” level Sankey plot function adjusted label font size. fixed support dichotomous data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2633","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.3.3","title":"FreesearchR 26.3.3","text":"NEW option pass global settings running docker launching R. Support INCLUDE_GLOBALENV, DATA_LIMIT_DEFAULT, DATA_LIMIT_UPPER DATA_LIMIT_LOWER. Described README. FIX faster data description function. Also added tests package.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2632","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.3.2","title":"FreesearchR 26.3.2","text":"FIX Updating factor levels always created new factor. FIX Label stripping behavior updating factors fixed. NEW New with_labels() function (helpers) added allow easy preservation labels.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2631","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.3.1","title":"FreesearchR 26.3.1","text":"FIX Include font files static loading without dependency Google. Kept webfonts google local fonts working now. NEW Updated text strings better reflect environment data availability. New strings translated.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2622","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.2.2","title":"FreesearchR 26.2.2","text":"FIX Minor addition previous update correct activation missingness evaluation button. FIX Correct table headers evaluating missings across groups.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2621","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.2.1","title":"FreesearchR 26.2.1","text":"update mainly focused polishing, fixes small additions make app intuitive. NEW Link landing page quickly go data loading. NEW Allow custom data set limit loading large data files, tightening default limits. secures server, also allows unlimited use run locally custom server future implementation. groundwork place now. NEW Hidden options info alert trying analyse missing complete dataset. sub panel may hidden future iterations case. Updated dependencies. Updated latest R building testing. Using new Air package code formatting.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2612","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.1.2","title":"FreesearchR 26.1.2","text":"Rebuild 26.1.1","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2611","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.1.1","title":"FreesearchR 26.1.1","text":"FIX Two bugs “modify factor levels” module fixed, print wrong button labels save wrong data selecting save new factor. TRANLATIONS DA SW translations updated. mostly done using machine translations reviewed coming months.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25127","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.12.7","title":"FreesearchR 25.12.7","text":"NEW landing page overhauled nicer intro better overview focus basic functions.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25126","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.12.6","title":"FreesearchR 25.12.6","text":"NEW Export missingness table directly. NEW Updated slightly extended list allowed operators new variable creation. FIX exported MS Word documents prompts warning. codebase now includes fix, works running locally, disabled.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25125","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.12.5","title":"FreesearchR 25.12.5","text":"NEW Added option add pairwise differences discriptive table.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25124","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.12.4","title":"FreesearchR 25.12.4","text":"Republish 25.12.3","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25123","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.12.3","title":"FreesearchR 25.12.3","text":"NEW Extended missingness evaluation include two different approaches. Docs catch video tutorials coming.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25122","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.12.2","title":"FreesearchR 25.12.2","text":"FIX Fixed hanging interface splitting strings. NEW New option shorten character variables first N words characters. Shortening characters useful working eg. ICD-10 diagnostic codes.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25121","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.12.1","title":"FreesearchR 25.12.1","text":"NEW Option edit factor label names “New factor” pop-. allows easier naming tables, also combine levels. new variable appended dataset label names changed. Code now also exported. FIX Fixes bug, white space code exported removed. Now little many spaces included. Fine tuning continues. NEW Easily copy code just clicking “copy” code blocks.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25112","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.11.2","title":"FreesearchR 25.11.2","text":"NEW Vignettes moved FreesearchR project knowledge base. mainly ease rendering allow quick easy updates well future translations.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25111","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.11.1","title":"FreesearchR 25.11.1","text":"NEW Added option select extensive baseline table selecting “Minimal” (current) “Extensive” adds mean/sd min/max well plots levels also dichotomous variables.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25105","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.10.5","title":"FreesearchR 25.10.5","text":"NEW New character/text split function available. selection delimiters recognised selectable. Function available splittable variables present. NEW Distribution plotting factors much improved including two new bar plot styles removing options better suited continuous data. last major functions implemented workshops Jitimai Zanzibar City, Zanzibar October 2025.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25104","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.10.4","title":"FreesearchR 25.10.4","text":"NEW Two new options create new simplified factors factors. “top” option keep top N levels, “bottom” option combine levels occurring set percentage. NEW “New factor” function received updates include detailed information methods creating new factors. LANGUAGE Updated Swahili strings. Danish strings translated. New languages track.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25103","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.10.3","title":"FreesearchR 25.10.3","text":"NEW Improvements translations strings translated. Nearing completion marking strings translation, means (almost) complete interface now translatable.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25102","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.10.2","title":"FreesearchR 25.10.2","text":"NEW Improvements translations strings translated. NEW detailed label stacked horizontal bar plot. NEW Better .rds import import first element data.frame list-type element supplied. NEW limit imported dataset size added ensure performance hosted version. data limited 100.000 cells dropping rows fit. vast majority users never experience capping, adds layer security stability hosting framework.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25101","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.10.1","title":"FreesearchR 25.10.1","text":"NEW Improvements translations strings translated. NEW Sample data filtered include select packages (NHANES stRoke). NEW Missings evaluations slightly tweaked include bold significant p-values easier overview.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2592","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.9.2","title":"FreesearchR 25.9.2","text":"NEW Improvements translations strings translated. Euler visualisation option limited plot dichotomous variables. also makes sense.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2591","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.9.1","title":"FreesearchR 25.9.1","text":"NEW Language revised make app accessible easier understand. NEW Foundations introducing internationalised UI introduced. Initial rudimentary translation Danish Swahili included. languages can added well. NEW Alerts guide select important steps aspects introduced. expected expand.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2582","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.8.2","title":"FreesearchR 25.8.2","text":"NEW Including NHANES dataset experimentation. BUG Improved JS correctly handle menu drop downs mobile devices DOCS Updated “Prepare > Overview” “Prepare > Overview filter” better reflect options.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2581","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.8.1","title":"FreesearchR 25.8.1","text":"NEW improved use wrap_plot_list() pass additional arguments patchwork::wrap_plots() allowed specify axes align align_axes(). FIX fixed axis text printed Euler diagrams","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2572","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.7.2","title":"FreesearchR 25.7.2","text":"FIX refining hiding drop downs. JavaScript now separate file. Coded GAI help claude.ai. FIX refined iconography navigation FIX updated intro docs.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2571","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.7.1","title":"FreesearchR 25.7.1","text":"NEW UI overhaul navigation update. interface simplified clearly show relationship panels sub-items abandoning multiple levels panel instead show drop-menu. also results simplified sidebar menus room add controls future.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2564","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.6.4","title":"FreesearchR 25.6.4","text":"app now also published docker container. See README instructions. mainly use hosting app. Work ongoing publish true standalone app, preferably Windows MacOS. FIX improved plot labels.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2563","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.6.3","title":"FreesearchR 25.6.3","text":"NEW Introducing options evaluate missing observations. Inspired [visdat()] function {visdat} package, specialised function introduced easily visualise data classes missing observations data set. highly increases options visually get overview data assess pattern missing data. Also Evaluate, comparison module introduced compare distribution observations across variables depending missing vs non-missing specified variable. FIX REDCap import module updated visually PAI token now hidden password. module still used running locally accessing sensitive data. minor rewordings updated UI.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2562","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.6.2","title":"FreesearchR 25.6.2","text":"FIX Added warning using REDCap sensitive data running locally. applies data actually. Considering taking REDCap hosted version. Standalone app works. FIX Reworded completeness filter missingness, commonly used concept. FIX Improved layout around data filters improve usage. FIX Regression table report respects inclusion p-values .","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2561","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.6.1","title":"FreesearchR 25.6.1","text":"FIX big allowing browse data FIX caught last bugs initiating creation new variables","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2556","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.5.6","title":"FreesearchR 25.5.6","text":"FIX note max file size 5 mb FIX added banner dev version shinyapps.io FIX updated intro text","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2555","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.5.5","title":"FreesearchR 25.5.5","text":"FIX several minor bugs polish FIX include/exclude p-values regression table.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2554","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.5.4","title":"FreesearchR 25.5.4","text":"FIX correctly omit NAs data_type() call FIX omit NAs plotting Euler diagrams. FIX print correct labels horizontal stacked bars. FIX initial app load feel faster.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2553","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.5.3","title":"FreesearchR 25.5.3","text":"FIX little polish data import FIX polished REDCap import new code reference REDCapCAST::easy_redcap() function. FIX updated documentation reflect new private hosting Hetzner server Germany.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2552","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.5.2","title":"FreesearchR 25.5.2","text":"FIX: correct export plots. solution last version broke solved. NEW: added simple loading animation. privately hosted version now live app.freesearchr.org. now, hosted Hetzner Yunohost.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2551","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.5.1","title":"FreesearchR 25.5.1","text":"FIX: correct export single variable plot. NEW: Include app version report reference. NEW: Show progress connecting REDCap database. FIX: Data import code export.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2545","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.4.5","title":"FreesearchR 25.4.5","text":"BUG: Regression results code returned correctly IMPROVED: analyses results reset data change NEW: app usage tracking hosted app. README updated reflect.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2544","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.4.4","title":"FreesearchR 25.4.4","text":"Minor updates docs easier citation.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2543","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.4.3","title":"FreesearchR 25.4.3","text":"NEW: Added variables type filter easily exclude unwanted types. also includes data type rather data class summary table. evaluate. Types simpler, practical version R data class easy interpretation. NEW: logo ! emphasize underlying reliance R also inspire explore. IMPROVED: docs updated much comprehensive. continuously updated. Polishing moved hosted app new address fully reflect name change: https://agdamsbo.shinyapps.io/FreesearchR/","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2542","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.4.2","title":"FreesearchR 25.4.2","text":"Polished simplified data import module including much improved REDCap import module. CHANGE default_parsing() now ensure unique variable names. NEW Working code output major modules including import, modifications, filter, evaluation, plotting regression. nicely formatted! NEW basics “Getting started”-vignette done, can expanded later.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2541","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.4.1","title":"FreesearchR 25.4.1","text":"Focus polish improved ui/ux. Updating project name FreesearchR, renamed repository. Graphics coming. may introduce breaking chances others calling installing package. additional future changes planned. complete transition planned attending presenting poster European Stroke Organisation Conference 2025 May. Testing file upload conducted improved. Working improving code export. difficult get perfect. Initial focus extracting enough able learn . Regression calculations, plots, checks improved moved standalone module. Data overview/modifications simplified slightly.","code":""}]
+[{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"our-pledge","dir":"","previous_headings":"","what":"Our Pledge","title":"Contributor Covenant Code of Conduct","text":"members, contributors, leaders pledge make participation community harassment-free experience everyone, regardless age, body size, visible invisible disability, ethnicity, sex characteristics, gender identity expression, level experience, education, socio-economic status, nationality, personal appearance, race, caste, color, religion, sexual identity orientation. pledge act interact ways contribute open, welcoming, diverse, inclusive, healthy community.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"our-standards","dir":"","previous_headings":"","what":"Our Standards","title":"Contributor Covenant Code of Conduct","text":"Examples behavior contributes positive environment community include: Demonstrating empathy kindness toward people respectful differing opinions, viewpoints, experiences Giving gracefully accepting constructive feedback Accepting responsibility apologizing affected mistakes, learning experience Focusing best just us individuals, overall community Examples unacceptable behavior include: use sexualized language imagery, sexual attention advances kind Trolling, insulting derogatory comments, personal political attacks Public private harassment Publishing others’ private information, physical email address, without explicit permission conduct reasonably considered inappropriate professional setting","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"enforcement-responsibilities","dir":"","previous_headings":"","what":"Enforcement Responsibilities","title":"Contributor Covenant Code of Conduct","text":"Community leaders responsible clarifying enforcing standards acceptable behavior take appropriate fair corrective action response behavior deem inappropriate, threatening, offensive, harmful. Community leaders right responsibility remove, edit, reject comments, commits, code, wiki edits, issues, contributions aligned Code Conduct, communicate reasons moderation decisions appropriate.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"scope","dir":"","previous_headings":"","what":"Scope","title":"Contributor Covenant Code of Conduct","text":"Code Conduct applies within community spaces, also applies individual officially representing community public spaces. Examples representing community include using official e-mail address, posting via official social media account, acting appointed representative online offline event.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"enforcement","dir":"","previous_headings":"","what":"Enforcement","title":"Contributor Covenant Code of Conduct","text":"Instances abusive, harassing, otherwise unacceptable behavior may reported community leaders responsible enforcement agdamsbo@clin.au.dk. complaints reviewed investigated promptly fairly. community leaders obligated respect privacy security reporter incident.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"enforcement-guidelines","dir":"","previous_headings":"","what":"Enforcement Guidelines","title":"Contributor Covenant Code of Conduct","text":"Community leaders follow Community Impact Guidelines determining consequences action deem violation Code Conduct:","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_1-correction","dir":"","previous_headings":"Enforcement Guidelines","what":"1. Correction","title":"Contributor Covenant Code of Conduct","text":"Community Impact: Use inappropriate language behavior deemed unprofessional unwelcome community. Consequence: private, written warning community leaders, providing clarity around nature violation explanation behavior inappropriate. public apology may requested.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_2-warning","dir":"","previous_headings":"Enforcement Guidelines","what":"2. Warning","title":"Contributor Covenant Code of Conduct","text":"Community Impact: violation single incident series actions. Consequence: warning consequences continued behavior. interaction people involved, including unsolicited interaction enforcing Code Conduct, specified period time. includes avoiding interactions community spaces well external channels like social media. Violating terms may lead temporary permanent ban.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_3-temporary-ban","dir":"","previous_headings":"Enforcement Guidelines","what":"3. Temporary Ban","title":"Contributor Covenant Code of Conduct","text":"Community Impact: serious violation community standards, including sustained inappropriate behavior. Consequence: temporary ban sort interaction public communication community specified period time. public private interaction people involved, including unsolicited interaction enforcing Code Conduct, allowed period. Violating terms may lead permanent ban.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_4-permanent-ban","dir":"","previous_headings":"Enforcement Guidelines","what":"4. Permanent Ban","title":"Contributor Covenant Code of Conduct","text":"Community Impact: Demonstrating pattern violation community standards, including sustained inappropriate behavior, harassment individual, aggression toward disparagement classes individuals. Consequence: permanent ban sort public interaction within community.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"attribution","dir":"","previous_headings":"","what":"Attribution","title":"Contributor Covenant Code of Conduct","text":"Code Conduct adapted Contributor Covenant, version 2.1, available https://www.contributor-covenant.org/version/2/1/code_of_conduct.html. Community Impact Guidelines inspired [Mozilla’s code conduct enforcement ladder][https://github.com/mozilla/inclusion]. answers common questions code conduct, see FAQ https://www.contributor-covenant.org/faq. Translations available https://www.contributor-covenant.org/translations.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":null,"dir":"","previous_headings":"","what":"GNU Affero General Public License","title":"GNU Affero General Public License","text":"Version 3, 19 November 2007 Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/> Everyone permitted copy distribute verbatim copies license document, changing allowed.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"preamble","dir":"","previous_headings":"","what":"Preamble","title":"GNU Affero General Public License","text":"GNU Affero General Public License free, copyleft license software kinds works, specifically designed ensure cooperation community case network server software. licenses software practical works designed take away freedom share change works. contrast, General Public Licenses intended guarantee freedom share change versions program–make sure remains free software users. speak free software, referring freedom, price. General Public Licenses designed make sure freedom distribute copies free software (charge wish), receive source code can get want , can change software use pieces new free programs, know can things. Developers use General Public Licenses protect rights two steps: (1) assert copyright software, (2) offer License gives legal permission copy, distribute /modify software. secondary benefit defending users’ freedom improvements made alternate versions program, receive widespread use, become available developers incorporate. Many developers free software heartened encouraged resulting cooperation. However, case software used network servers, result may fail come . GNU General Public License permits making modified version letting public access server without ever releasing source code public. GNU Affero General Public License designed specifically ensure , cases, modified source code becomes available community. requires operator network server provide source code modified version running users server. Therefore, public use modified version, publicly accessible server, gives public access source code modified version. older license, called Affero General Public License published Affero, designed accomplish similar goals. different license, version Affero GPL, Affero released new version Affero GPL permits relicensing license. precise terms conditions copying, distribution modification follow.","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_0-definitions","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"0. Definitions.","title":"GNU Affero General Public License","text":"“License” refers version 3 GNU Affero General Public License. “Copyright” also means copyright-like laws apply kinds works, semiconductor masks. “Program” refers copyrightable work licensed License. licensee addressed “”. “Licensees” “recipients” may individuals organizations. “modify” work means copy adapt part work fashion requiring copyright permission, making exact copy. resulting work called “modified version” earlier work work “based ” earlier work. “covered work” means either unmodified Program work based Program. “propagate” work means anything , without permission, make directly secondarily liable infringement applicable copyright law, except executing computer modifying private copy. Propagation includes copying, distribution (without modification), making available public, countries activities well. “convey” work means kind propagation enables parties make receive copies. Mere interaction user computer network, transfer copy, conveying. interactive user interface displays “Appropriate Legal Notices” extent includes convenient prominently visible feature (1) displays appropriate copyright notice, (2) tells user warranty work (except extent warranties provided), licensees may convey work License, view copy License. interface presents list user commands options, menu, prominent item list meets criterion.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_1-source-code","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"1. Source Code.","title":"GNU Affero General Public License","text":"“source code” work means preferred form work making modifications . “Object code” means non-source form work. “Standard Interface” means interface either official standard defined recognized standards body, , case interfaces specified particular programming language, one widely used among developers working language. “System Libraries” executable work include anything, work whole, () included normal form packaging Major Component, part Major Component, (b) serves enable use work Major Component, implement Standard Interface implementation available public source code form. “Major Component”, context, means major essential component (kernel, window system, ) specific operating system () executable work runs, compiler used produce work, object code interpreter used run . “Corresponding Source” work object code form means source code needed generate, install, (executable work) run object code modify work, including scripts control activities. However, include work’s System Libraries, general-purpose tools generally available free programs used unmodified performing activities part work. example, Corresponding Source includes interface definition files associated source files work, source code shared libraries dynamically linked subprograms work specifically designed require, intimate data communication control flow subprograms parts work. Corresponding Source need include anything users can regenerate automatically parts Corresponding Source. Corresponding Source work source code form work.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_2-basic-permissions","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"2. Basic Permissions.","title":"GNU Affero General Public License","text":"rights granted License granted term copyright Program, irrevocable provided stated conditions met. 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Protecting Users’ Legal Rights From Anti-Circumvention Law.","title":"GNU Affero General Public License","text":"covered work shall deemed part effective technological measure applicable law fulfilling obligations article 11 WIPO copyright treaty adopted 20 December 1996, similar laws prohibiting restricting circumvention measures. convey covered work, waive legal power forbid circumvention technological measures extent circumvention effected exercising rights License respect covered work, disclaim intention limit operation modification work means enforcing, work’s users, third parties’ legal rights forbid circumvention technological measures.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_4-conveying-verbatim-copies","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"4. Conveying Verbatim Copies.","title":"GNU Affero General Public License","text":"may convey verbatim copies Program’s source code receive , medium, provided conspicuously appropriately publish copy appropriate copyright notice; keep intact notices stating License non-permissive terms added accord section 7 apply code; keep intact notices absence warranty; give recipients copy License along Program. may charge price price copy convey, may offer support warranty protection fee.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_5-conveying-modified-source-versions","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"5. Conveying Modified Source Versions.","title":"GNU Affero General Public License","text":"may convey work based Program, modifications produce Program, form source code terms section 4, provided also meet conditions: work must carry prominent notices stating modified , giving relevant date. work must carry prominent notices stating released License conditions added section 7. requirement modifies requirement section 4 “keep intact notices”. must license entire work, whole, License anyone comes possession copy. License therefore apply, along applicable section 7 additional terms, whole work, parts, regardless packaged. 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Conveying Non-Source Forms.","title":"GNU Affero General Public License","text":"may convey covered work object code form terms sections 4 5, provided also convey machine-readable Corresponding Source terms License, one ways: Convey object code , embodied , physical product (including physical distribution medium), accompanied Corresponding Source fixed durable physical medium customarily used software interchange. Convey object code , embodied , physical product (including physical distribution medium), accompanied written offer, valid least three years valid long offer spare parts customer support product model, give anyone possesses object code either (1) copy Corresponding Source software product covered License, durable physical medium customarily used software interchange, price reasonable cost physically performing conveying source, (2) access copy Corresponding Source network server charge. 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Access network may denied modification materially adversely affects operation network violates rules protocols communication across network. Corresponding Source conveyed, Installation Information provided, accord section must format publicly documented (implementation available public source code form), must require special password key unpacking, reading copying.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_7-additional-terms","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"7. Additional Terms.","title":"GNU Affero General Public License","text":"“Additional permissions” terms supplement terms License making exceptions one conditions. 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Termination.","title":"GNU Affero General Public License","text":"may propagate modify covered work except expressly provided License. attempt otherwise propagate modify void, automatically terminate rights License (including patent licenses granted third paragraph section 11). However, cease violation License, license particular copyright holder reinstated () provisionally, unless copyright holder explicitly finally terminates license, (b) permanently, copyright holder fails notify violation reasonable means prior 60 days cessation. Moreover, license particular copyright holder reinstated permanently copyright holder notifies violation reasonable means, first time received notice violation License (work) copyright holder, cure violation prior 30 days receipt notice. 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Therefore, modifying propagating covered work, indicate acceptance License .","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_10-automatic-licensing-of-downstream-recipients","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"10. Automatic Licensing of Downstream Recipients.","title":"GNU Affero General Public License","text":"time convey covered work, recipient automatically receives license original licensors, run, modify propagate work, subject License. responsible enforcing compliance third parties License. “entity transaction” transaction transferring control organization, substantially assets one, subdividing organization, merging organizations. propagation covered work results entity transaction, party transaction receives copy work also receives whatever licenses work party’s predecessor interest give previous paragraph, plus right possession Corresponding Source work predecessor interest, predecessor can get reasonable efforts. may impose restrictions exercise rights granted affirmed License. example, may impose license fee, royalty, charge exercise rights granted License, may initiate litigation (including cross-claim counterclaim lawsuit) alleging patent claim infringed making, using, selling, offering sale, importing Program portion .","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_11-patents","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"11. Patents.","title":"GNU Affero General Public License","text":"“contributor” copyright holder authorizes use License Program work Program based. work thus licensed called contributor’s “contributor version”. contributor’s “essential patent claims” patent claims owned controlled contributor, whether already acquired hereafter acquired, infringed manner, permitted License, making, using, selling contributor version, include claims infringed consequence modification contributor version. purposes definition, “control” includes right grant patent sublicenses manner consistent requirements License. contributor grants non-exclusive, worldwide, royalty-free patent license contributor’s essential patent claims, make, use, sell, offer sale, import otherwise run, modify propagate contents contributor version. following three paragraphs, “patent license” express agreement commitment, however denominated, enforce patent (express permission practice patent covenant sue patent infringement). “grant” patent license party means make agreement commitment enforce patent party. convey covered work, knowingly relying patent license, Corresponding Source work available anyone copy, free charge terms License, publicly available network server readily accessible means, must either (1) cause Corresponding Source available, (2) arrange deprive benefit patent license particular work, (3) arrange, manner consistent requirements License, extend patent license downstream recipients. “Knowingly relying” means actual knowledge , patent license, conveying covered work country, recipient’s use covered work country, infringe one identifiable patents country reason believe valid. , pursuant connection single transaction arrangement, convey, propagate procuring conveyance , covered work, grant patent license parties receiving covered work authorizing use, propagate, modify convey specific copy covered work, patent license grant automatically extended recipients covered work works based . patent license “discriminatory” include within scope coverage, prohibits exercise , conditioned non-exercise one rights specifically granted License. may convey covered work party arrangement third party business distributing software, make payment third party based extent activity conveying work, third party grants, parties receive covered work , discriminatory patent license () connection copies covered work conveyed (copies made copies), (b) primarily connection specific products compilations contain covered work, unless entered arrangement, patent license granted, prior 28 March 2007. 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Remote Network Interaction; Use with the GNU General Public License.","title":"GNU Affero General Public License","text":"Notwithstanding provision License, modify Program, modified version must prominently offer users interacting remotely computer network (version supports interaction) opportunity receive Corresponding Source version providing access Corresponding Source network server charge, standard customary means facilitating copying software. Corresponding Source shall include Corresponding Source work covered version 3 GNU General Public License incorporated pursuant following paragraph. Notwithstanding provision License, permission link combine covered work work licensed version 3 GNU General Public License single combined work, convey resulting work. terms License continue apply part covered work, work combined remain governed version 3 GNU General Public License.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_14-revised-versions-of-this-license","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"14. Revised Versions of this License.","title":"GNU Affero General Public License","text":"Free Software Foundation may publish revised /new versions GNU Affero General Public License time time. new versions similar spirit present version, may differ detail address new problems concerns. version given distinguishing version number. Program specifies certain numbered version GNU Affero General Public License “later version” applies , option following terms conditions either numbered version later version published Free Software Foundation. Program specify version number GNU Affero General Public License, may choose version ever published Free Software Foundation. Program specifies proxy can decide future versions GNU Affero General Public License can used, proxy’s public statement acceptance version permanently authorizes choose version Program. Later license versions may give additional different permissions. However, additional obligations imposed author copyright holder result choosing follow later version.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_15-disclaimer-of-warranty","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"15. Disclaimer of Warranty.","title":"GNU Affero General Public License","text":"WARRANTY PROGRAM, EXTENT PERMITTED APPLICABLE LAW. EXCEPT OTHERWISE STATED WRITING COPYRIGHT HOLDERS /PARTIES PROVIDE PROGRAM “” WITHOUT WARRANTY KIND, EITHER EXPRESSED IMPLIED, INCLUDING, LIMITED , IMPLIED WARRANTIES MERCHANTABILITY FITNESS PARTICULAR PURPOSE. ENTIRE RISK QUALITY PERFORMANCE PROGRAM . PROGRAM PROVE DEFECTIVE, ASSUME COST NECESSARY SERVICING, REPAIR CORRECTION.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_16-limitation-of-liability","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"16. Limitation of Liability.","title":"GNU Affero General Public License","text":"EVENT UNLESS REQUIRED APPLICABLE LAW AGREED WRITING COPYRIGHT HOLDER, PARTY MODIFIES /CONVEYS PROGRAM PERMITTED , LIABLE DAMAGES, INCLUDING GENERAL, SPECIAL, INCIDENTAL CONSEQUENTIAL DAMAGES ARISING USE INABILITY USE PROGRAM (INCLUDING LIMITED LOSS DATA DATA RENDERED INACCURATE LOSSES SUSTAINED THIRD PARTIES FAILURE PROGRAM OPERATE PROGRAMS), EVEN HOLDER PARTY ADVISED POSSIBILITY DAMAGES.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_17-interpretation-of-sections-15-and-16","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"17. Interpretation of Sections 15 and 16.","title":"GNU Affero General Public License","text":"disclaimer warranty limitation liability provided given local legal effect according terms, reviewing courts shall apply local law closely approximates absolute waiver civil liability connection Program, unless warranty assumption liability accompanies copy Program return fee. END TERMS CONDITIONS","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"how-to-apply-these-terms-to-your-new-programs","dir":"","previous_headings":"","what":"How to Apply These Terms to Your New Programs","title":"GNU Affero General Public License","text":"develop new program, want greatest possible use public, best way achieve make free software everyone can redistribute change terms. , attach following notices program. safest attach start source file effectively state exclusion warranty; file least “copyright” line pointer full notice found. Also add information contact electronic paper mail. software can interact users remotely computer network, also make sure provides way users get source. example, program web application, interface display “Source” link leads users archive code. many ways offer source, different solutions better different programs; see section 13 specific requirements. also get employer (work programmer) school, , sign “copyright disclaimer” program, necessary. information , apply follow GNU AGPL, see https://www.gnu.org/licenses/.","code":"<one line to give the program's name and a brief idea of what it does.>     Copyright (C) <year>  <name of author>      This program is free software: you can redistribute it and/or modify     it under the terms of the GNU Affero General Public License as     published by the Free Software Foundation, either version 3 of the     License, or (at your option) any later version.      This program is distributed in the hope that it will be useful,     but WITHOUT ANY WARRANTY; without even the implied warranty of     MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the     GNU Affero General Public License for more details.      You should have received a copy of the GNU Affero General Public License     along with this program.  If not, see <https://www.gnu.org/licenses/>."},{"path":"https://agdamsbo.github.io/FreesearchR/QA.html","id":null,"dir":"","previous_headings":"","what":"Questions and answers","title":"Questions and answers","text":"complete instructions set also available, collection questions answers project use FreesearchR app.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/QA.html","id":"are-you-keeping-the-uploaded-data","dir":"","previous_headings":"","what":"Are you keeping the uploaded data?","title":"Questions and answers","text":"! uploaded data deleted session ends, stored analyses immediately deleted.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/QA.html","id":"how-do-i-merge-multiple-datasets","dir":"","previous_headings":"","what":"How do I merge multiple datasets?","title":"Questions and answers","text":"can merge multiple sheets ods xls(x) files import common key variable present selected sheets. Multiple file upload/merge currently supported.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":null,"dir":"","previous_headings":"","what":"Project roadmap","title":"Project roadmap","text":"current state app considered experimental, however, version 25.4.2, FreesearchR app considered functional can used data evaluation analyses. (actual list quite long growing) planned new features improvements:","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":"implementation-in-real-world-clinical-studies-and-projects","dir":"","previous_headings":"","what":"Implementation in real world clinical studies and projects","title":"Project roadmap","text":"really main goal whole project.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":"new-features","dir":"","previous_headings":"","what":"New features:","title":"Project roadmap","text":"Merge data multiple sources (can merge sheets workbook (xls ods), allow merging several files /REDcap data) Additional plot types (bar plots, others…) Missingness analysis panel","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":"expanded-options-for-regression-models","dir":"","previous_headings":"","what":"Expanded options for regression models:","title":"Project roadmap","text":"Expansion regression analysis functionality put hold now focus basic use-cases): study designs Cross-sectional data analyses Longitudinal data analyses Survival analysis regression models Stratified analyses Mixed models repeated measures Cox regression analyses Data handling Transforming data (transpose pivoting)","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":"improved-documentation","dir":"","previous_headings":"","what":"Improved documentation:","title":"Project roadmap","text":"Video walk-central functions","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/articles/session.html","id":"platform-info","dir":"Articles","previous_headings":"","what":"Platform info","title":"Session info","text":"","code":"FreesearchR:::session_data$platform |> knitr::kable()"},{"path":"https://agdamsbo.github.io/FreesearchR/articles/session.html","id":"libraries","dir":"Articles","previous_headings":"","what":"Libraries","title":"Session info","text":"","code":"FreesearchR:::session_data$libs|> knitr::kable()"},{"path":"https://agdamsbo.github.io/FreesearchR/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Andreas Gammelgaard Damsbo. Author, maintainer. Jutta Mari Adelin Jørgensen. Contributor. Anne Brink Behrndtz. Contributor.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Damsbo (2026). FreesearchR: Easy data analysis clinicians. R package version 26.4.2, https://github.com/agdamsbo/FreesearchR.","code":"@Manual{,   title = {FreesearchR: Easy data analysis for clinicians},   author = {Andreas Gammelgaard Damsbo},   year = {2026},   note = {R package version 26.4.2},   url = {https://github.com/agdamsbo/FreesearchR}, }"},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"freesearchr-","dir":"","previous_headings":"","what":"Easy data analysis for clinicians","title":"Easy data analysis for clinicians","text":"FreesearchR simple, clinical health data exploration analysis tool democratise clinical research assisting researcher easily evaluate analyse data export publication ready results. FreesearchR free open-source, accessible web browser link. app can also run locally, please see . feedback welcome can shared GitHub issue. suggestions collaboration much welcomed. Please reach !","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"motivation","dir":"","previous_headings":"","what":"Motivation","title":"Easy data analysis for clinicians","text":"app following simple goals: help health clinician getting overview data quality improvement projects clinical research help learners get good start analysing data coding R ease quick data overview basic visualisations clinical researcher ’s polished restructured version README section clarity, conciseness, user-friendliness:","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"run-locally-on-your-own-machine","dir":"","previous_headings":"","what":"Run Locally on Your Own Machine","title":"Easy data analysis for clinicians","text":"FreesearchR app can run locally machine, ensuring data transmitted externally. available options setup configuration.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"configuration--data-loading","dir":"","previous_headings":"Run Locally on Your Own Machine","what":"Configuration & Data Loading","title":"Easy data analysis for clinicians","text":"app can configured either passing named list run_app() setting environment variables Docker Compose file. following variables control data access display behavior. values provided, app use defaults listed . Configuration Variables","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"run-from-r-or-rstudio","dir":"","previous_headings":"Run Locally on Your Own Machine","what":"Run from R (or RStudio)","title":"Easy data analysis for clinicians","text":"’re working data R, FreesearchR quick easy tool exploratory analysis. Requirement: Ensure R installed, optionally editor like RStudio. Open R console run following code install FreesearchR package launch app: variables specified can also passed app launch R. Set DATA_LIMIT_UPPER=0 remove upper data limit. limit set protect online app version choking crashing large data sets.","code":"if (!require(\"devtools\")) install.packages(\"devtools\") devtools::install_github(\"agdamsbo/FreesearchR\") library(FreesearchR) # Load sample data (e.g., mtcars) to make it available in the app data(mtcars) launch_FreesearchR(INCLUDE_GLOBALENV=TRUE,CHECK_APP_VERSION=TRUE)"},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"running-with-docker-compose","dir":"","previous_headings":"Run Locally on Your Own Machine","what":"Running with Docker Compose","title":"Easy data analysis for clinicians","text":"advanced users, can deploy FreesearchR using Docker. data folder can mounted /app/data automatically load supported file types (.csv, .tsv, .txt, .xls, .xlsx, .ods, .dta, .rds) startup. mount local data folder, add volumes entry docker-compose.yml file: :ro flag mounts folder read-, preventing app modifying original data files. volume mounted, app start without preloaded datasets.","code":"services:   shiny:     image: ghcr.io/agdamsbo/freesearchr:latest     volumes:       - ./data:/app/data:ro     environment:       - INCLUDE_GLOBALENV=FALSE       - DATA_LIMIT_DEFAULT=10000       - DATA_LIMIT_UPPER=100000       - DATA_LIMIT_LOWER=1     ports:       - '3838:3838'     restart: on-failure"},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"code-of-conduct","dir":"","previous_headings":"","what":"Code of Conduct","title":"Easy data analysis for clinicians","text":"Please note FreesearchR project published Contributor Code Conduct. contributing project, agree abide terms.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"translators","dir":"","previous_headings":"","what":"Translators","title":"Easy data analysis for clinicians","text":"Thank much translators helped translate validate translation drafts.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"acknowledgements","dir":"","previous_headings":"","what":"Acknowledgements","title":"Easy data analysis for clinicians","text":"Like project, project never possible without great work others. sources packages used: FreesearchR app built Shiny based R. gtsummary: superb flexible way create publication-ready analytical summary tables. dreamRs: maintainers broad selection great extensions tools Shiny. easystats: performance::check_model() function central sparking idea create data analysis tool. IDEAfilter: visually appealing data filter function based {shinyDataFilter}. project written human AI-based tools. online FreesearchR app contains tracking script, transmitting minimal data usage. uploaded data transmitted anywhere. look tracking data . tracking data sent running app locally (see ).","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_palette.html","id":null,"dir":"Reference","previous_headings":"","what":"Use the FreesearchR colors — FreesearchR_palette","title":"Use the FreesearchR colors — FreesearchR_palette","text":"Use FreesearchR colors","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_palette.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Use the FreesearchR colors — FreesearchR_palette","text":"","code":"FreesearchR_palette(n)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_palette.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Use the FreesearchR colors — FreesearchR_palette","text":"n number colors","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_palette.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Use the FreesearchR colors — FreesearchR_palette","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_palette.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Use the FreesearchR colors — FreesearchR_palette","text":"","code":"FreesearchR_palette(n=7) #> [1] \"#1E4A8F\" \"#FF6F61\" \"#00C896\" \"#FFB100\" \"#CC2E25\" \"#8A4FFF\" \"#11A0EC\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_theme.html","id":null,"dir":"Reference","previous_headings":"","what":"Custom theme based on unity — FreesearchR_theme","title":"Custom theme based on unity — FreesearchR_theme","text":"Custom theme based unity","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_theme.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Custom theme based on unity — FreesearchR_theme","text":"","code":"FreesearchR_theme(   ...,   version = 5,   primary = FreesearchR_colors(\"primary\"),   secondary = FreesearchR_colors(\"secondary\"),   bootswatch = \"united\",   base_font = bslib::font_google(\"Montserrat\"),   heading_font = bslib::font_google(\"Public Sans\", wght = \"700\"),   code_font = bslib::font_google(\"Open Sans\"),   success = FreesearchR_colors(\"success\"),   info = FreesearchR_colors(\"info\"),   warning = FreesearchR_colors(\"warning\"),   danger = FreesearchR_colors(\"danger\") )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_theme.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Custom theme based on unity — FreesearchR_theme","text":"... everything passed bslib::bs_theme()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_theme.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Custom theme based on unity — FreesearchR_theme","text":"theme list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_theme.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Custom theme based on unity — FreesearchR_theme","text":"","code":"if (interactive()) { bs_theme_preview(FreesearchR_theme) }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":null,"dir":"Reference","previous_headings":"","what":"Convert class grid column to icon — add_class_icon","title":"Convert class grid column to icon — add_class_icon","text":"Convert class grid column icon","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Convert class grid column to icon — add_class_icon","text":"","code":"add_class_icon(grid, column = \"class\", fun = class_icons)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Convert class grid column to icon — add_class_icon","text":"grid grid column column","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Convert class grid column to icon — add_class_icon","text":"datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Convert class grid column to icon — add_class_icon","text":"","code":"mtcars |>   overview_vars() |>   toastui::datagrid() |>   add_class_icon()      {\"x\":{\"nrow\":11,\"ncol\":7,\"data\":[[\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\"],[\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\"],[\"mpg\",\"cyl\",\"disp\",\"hp\",\"drat\",\"wt\",\"qsec\",\"vs\",\"am\",\"gear\",\"carb\"],[0,0,0,0,0,0,0,0,0,0,0],[1,1,1,1,1,1,1,1,1,1,1],[25,3,27,22,22,29,30,2,2,3,6],[[21,21,22.8,21.4,18.7,18.1,14.3,24.4,22.8,19.2,17.8,16.4,17.3,15.2,10.4,10.4,14.7,32.4,30.4,33.9,21.5,15.5,15.2,13.3,19.2,27.3,26,30.4,15.8,19.7,15,21.4],[6,6,4,6,8,6,8,4,4,6,6,8,8,8,8,8,8,4,4,4,4,8,8,8,8,4,4,4,8,6,8,4],[160,160,108,258,360,225,360,146.7,140.8,167.6,167.6,275.8,275.8,275.8,472,460,440,78.7,75.7,71.09999999999999,120.1,318,304,350,400,79,120.3,95.09999999999999,351,145,301,121],[110,110,93,110,175,105,245,62,95,123,123,180,180,180,205,215,230,66,52,65,97,150,150,245,175,66,91,113,264,175,335,109],[3.9,3.9,3.85,3.08,3.15,2.76,3.21,3.69,3.92,3.92,3.92,3.07,3.07,3.07,2.93,3,3.23,4.08,4.93,4.22,3.7,2.76,3.15,3.73,3.08,4.08,4.43,3.77,4.22,3.62,3.54,4.11],[2.62,2.875,2.32,3.215,3.44,3.46,3.57,3.19,3.15,3.44,3.44,4.07,3.73,3.78,5.25,5.424,5.345,2.2,1.615,1.835,2.465,3.52,3.435,3.84,3.845,1.935,2.14,1.513,3.17,2.77,3.57,2.78],[16.46,17.02,18.61,19.44,17.02,20.22,15.84,20,22.9,18.3,18.9,17.4,17.6,18,17.98,17.82,17.42,19.47,18.52,19.9,20.01,16.87,17.3,15.41,17.05,18.9,16.7,16.9,14.5,15.5,14.6,18.6],[0,0,1,1,0,1,0,1,1,1,1,0,0,0,0,0,0,1,1,1,1,0,0,0,0,1,0,1,0,0,0,1],[1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,1,1,1,1,1,1,1],[4,4,4,3,3,3,3,4,4,4,4,3,3,3,3,3,3,4,4,4,3,3,3,3,3,4,5,5,5,5,5,4],[4,4,1,1,2,1,4,2,2,4,4,3,3,3,4,4,4,1,2,1,1,2,2,4,2,1,2,2,4,6,8,2]]],\"colnames\":[\"icon\",\"class\",\"name\",\"n_missing\",\"p_complete\",\"n_unique\",\"vals\"],\"options\":{\"columns\":[{\"header\":\"icon\",\"name\":\"icon\",\"sortable\":true,\"align\":\"left\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"}}},{\"header\":\"class\",\"name\":\"class\",\"sortable\":true,\"align\":\"left\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"},\"type\":\"datagrid.renderer.format\",\"options\":{\"formatted\":[\"<svg xmlns=\\\"http://www.w3.org/2000/svg\\\" viewbox=\\\"0 0 256 256\\\" class=\\\"phosphor-svg\\\" height=\\\"1.33em\\\" fill=\\\"currentColor\\\" style=\\\"vertical-align:-0.25em;\\\">\\n  <path d=\\\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\\\"><\\/path>\\n  <title>calculator-light<\\/title>\\n<\\/svg>\",\"<svg xmlns=\\\"http://www.w3.org/2000/svg\\\" viewbox=\\\"0 0 256 256\\\" class=\\\"phosphor-svg\\\" height=\\\"1.33em\\\" fill=\\\"currentColor\\\" style=\\\"vertical-align:-0.25em;\\\">\\n  <path d=\\\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\\\"><\\/path>\\n  <title>calculator-light<\\/title>\\n<\\/svg>\",\"<svg xmlns=\\\"http://www.w3.org/2000/svg\\\" viewbox=\\\"0 0 256 256\\\" class=\\\"phosphor-svg\\\" height=\\\"1.33em\\\" fill=\\\"currentColor\\\" style=\\\"vertical-align:-0.25em;\\\">\\n  <path d=\\\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\\\"><\\/path>\\n  <title>calculator-light<\\/title>\\n<\\/svg>\",\"<svg xmlns=\\\"http://www.w3.org/2000/svg\\\" viewbox=\\\"0 0 256 256\\\" class=\\\"phosphor-svg\\\" height=\\\"1.33em\\\" fill=\\\"currentColor\\\" style=\\\"vertical-align:-0.25em;\\\">\\n  <path 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d=\\\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\\\"><\\/path>\\n  <title>calculator-light<\\/title>\\n<\\/svg>\",\"<svg xmlns=\\\"http://www.w3.org/2000/svg\\\" viewbox=\\\"0 0 256 256\\\" class=\\\"phosphor-svg\\\" height=\\\"1.33em\\\" fill=\\\"currentColor\\\" style=\\\"vertical-align:-0.25em;\\\">\\n  <path d=\\\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\\\"><\\/path>\\n  <title>calculator-light<\\/title>\\n<\\/svg>\",\"<svg xmlns=\\\"http://www.w3.org/2000/svg\\\" viewbox=\\\"0 0 256 256\\\" class=\\\"phosphor-svg\\\" height=\\\"1.33em\\\" fill=\\\"currentColor\\\" style=\\\"vertical-align:-0.25em;\\\">\\n  <path d=\\\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\\\"><\\/path>\\n  <title>calculator-light<\\/title>\\n<\\/svg>\",\"<svg xmlns=\\\"http://www.w3.org/2000/svg\\\" viewbox=\\\"0 0 256 256\\\" class=\\\"phosphor-svg\\\" height=\\\"1.33em\\\" fill=\\\"currentColor\\\" style=\\\"vertical-align:-0.25em;\\\">\\n  <path d=\\\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\\\"><\\/path>\\n  <title>calculator-light<\\/title>\\n<\\/svg>\",\"<svg xmlns=\\\"http://www.w3.org/2000/svg\\\" viewbox=\\\"0 0 256 256\\\" class=\\\"phosphor-svg\\\" height=\\\"1.33em\\\" fill=\\\"currentColor\\\" style=\\\"vertical-align:-0.25em;\\\">\\n  <path 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1  0    3    1    21.4 #> Hornet Sportabout   18.7   8 360.0 175 3.15 3.440 17.02  0  0    3    2    18.7 #> Valiant             18.1   6 225.0 105 2.76 3.460 20.22  1  0    3    1    18.1 #> Duster 360          14.3   8 360.0 245 3.21 3.570 15.84  0  0    3    4    14.3 #> Merc 240D           24.4   4 146.7  62 3.69 3.190 20.00  1  0    4    2    24.4 #> Merc 230            22.8   4 140.8  95 3.92 3.150 22.90  1  0    4    2    22.8 #> Merc 280            19.2   6 167.6 123 3.92 3.440 18.30  1  0    4    4    19.2 #> Merc 280C           17.8   6 167.6 123 3.92 3.440 18.90  1  0    4    4    17.8 #> Merc 450SE          16.4   8 275.8 180 3.07 4.070 17.40  0  0    3    3    16.4 #> Merc 450SL          17.3   8 275.8 180 3.07 3.730 17.60  0  0    3    3    17.3 #> Merc 450SLC         15.2   8 275.8 180 3.07 3.780 18.00  0  0    3    3    15.2 #> Cadillac Fleetwood  10.4   8 472.0 205 2.93 5.250 17.98  0  0    3    4    10.4 #> Lincoln Continental 10.4   8 460.0 215 3.00 5.424 17.82  0  0    3    4    10.4 #> Chrysler Imperial   14.7   8 440.0 230 3.23 5.345 17.42  0  0    3    4    14.7 #> Fiat 128            32.4   4  78.7  66 4.08 2.200 19.47  1  1    4    1    32.4 #> Honda Civic         30.4   4  75.7  52 4.93 1.615 18.52  1  1    4    2    30.4 #> Toyota Corolla      33.9   4  71.1  65 4.22 1.835 19.90  1  1    4    1    33.9 #> Toyota Corona       21.5   4 120.1  97 3.70 2.465 20.01  1  0    3    1    21.5 #> Dodge Challenger    15.5   8 318.0 150 2.76 3.520 16.87  0  0    3    2    15.5 #> AMC Javelin         15.2   8 304.0 150 3.15 3.435 17.30  0  0    3    2    15.2 #> Camaro Z28          13.3   8 350.0 245 3.73 3.840 15.41  0  0    3    4    13.3 #> Pontiac Firebird    19.2   8 400.0 175 3.08 3.845 17.05  0  0    3    2    19.2 #> Fiat X1-9           27.3   4  79.0  66 4.08 1.935 18.90  1  1    4    1    27.3 #> Porsche 914-2       26.0   4 120.3  91 4.43 2.140 16.70  0  1    5    2    26.0 #> Lotus Europa        30.4   4  95.1 113 3.77 1.513 16.90  1  1    5    2    30.4 #> Ford Pantera L      15.8   8 351.0 264 4.22 3.170 14.50  0  1    5    4    15.8 #> Ferrari Dino        19.7   6 145.0 175 3.62 2.770 15.50  0  1    5    6    19.7 #> Maserati Bora       15.0   8 301.0 335 3.54 3.570 14.60  0  1    5    8    15.0 #> Volvo 142E          21.4   4 121.0 109 4.11 2.780 18.60  1  1    4    2    21.4 #>                     mpg_cutter #> Mazda RX4                 21.0 #> Mazda RX4 Wag             21.0 #> Datsun 710                22.8 #> Hornet 4 Drive            21.4 #> Hornet Sportabout         18.7 #> Valiant                   18.1 #> Duster 360                14.3 #> Merc 240D                 24.4 #> Merc 230                  22.8 #> Merc 280                  19.2 #> Merc 280C                 17.8 #> Merc 450SE                16.4 #> Merc 450SL                17.3 #> Merc 450SLC               15.2 #> Cadillac Fleetwood        10.4 #> Lincoln Continental       10.4 #> Chrysler Imperial         14.7 #> Fiat 128                  32.4 #> Honda 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Labels absent columns silently ignored.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/apply_labels.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Apply a named label vector to a data frame — apply_labels","text":"df \"label\" attributes set matching columns.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/argsstring2list.html","id":null,"dir":"Reference","previous_headings":"","what":"Convert string of arguments to list of arguments — argsstring2list","title":"Convert string of arguments to list of arguments — argsstring2list","text":"Idea answer: https://stackoverflow.com//62979238","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/argsstring2list.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Convert string of arguments to list of arguments — argsstring2list","text":"","code":"argsstring2list(string)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/argsstring2list.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Convert string of arguments to list of arguments — argsstring2list","text":"string string convert list use .call","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/argsstring2list.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Convert string of arguments to list of arguments — argsstring2list","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/argsstring2list.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Convert string of arguments to list of arguments — argsstring2list","text":"","code":"argsstring2list(\"A=1:5,b=2:4\") #> $A #> [1] 1 2 3 4 5 #>  #> $b #> [1] 2 3 4 #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/baseline_table.html","id":null,"dir":"Reference","previous_headings":"","what":"Print a flexible baseline characteristics table — baseline_table","title":"Print a flexible baseline characteristics table — baseline_table","text":"Print flexible baseline characteristics table","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/baseline_table.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Print a flexible baseline characteristics table — baseline_table","text":"","code":"baseline_table(   data,   fun.args = NULL,   fun = gtsummary::tbl_summary,   vars = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/baseline_table.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Print a flexible baseline characteristics table — baseline_table","text":"data data set fun.args list arguments passed fun function vars character vector variables include","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/baseline_table.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Print a flexible baseline characteristics table — baseline_table","text":"object standard class fun","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/baseline_table.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Print a flexible baseline characteristics table — baseline_table","text":"","code":"mtcars |> baseline_table()     Characteristic       N = 321     mpg 19.2 (15.4, 22.8)cyl     4 11 (34%)    6 7 (22%)    8 14 (44%)disp 196 (121, 334)hp 123 (96, 180)drat 3.70 (3.08, 3.92)wt 3.33 (2.54, 3.65)qsec 17.71 (16.89, 18.90)vs 14 (44%)am 13 (41%)gear     3 15 (47%)    4 12 (38%)    5 5 (16%)carb     1 7 (22%)    2 10 (31%)    3 3 (9.4%)    4 10 (31%)    6 1 (3.1%)    8 1 (3.1%)1 Median (Q1, Q3); n (%)     mtcars |> baseline_table(fun.args = list(by = \"gear\"))     Characteristic       3 N = 151       4 N = 121       5 N = 51     mpg 15.5 (14.3, 18.7) 22.8 (21.0, 28.9) 19.7 (15.8, 26.0)cyl       4 1 (6.7%) 8 (67%) 2 (40%)    6 2 (13%) 4 (33%) 1 (20%)    8 12 (80%) 0 (0%) 2 (40%)disp 318 (276, 400) 131 (79, 160) 145 (120, 301)hp 180 (150, 215) 94 (66, 110) 175 (113, 264)drat 3.08 (3.00, 3.21) 3.92 (3.90, 4.10) 3.77 (3.62, 4.22)wt 3.73 (3.44, 4.07) 2.70 (2.07, 3.17) 2.77 (2.14, 3.17)qsec 17.42 (17.02, 18.00) 18.76 (18.41, 19.69) 15.50 (14.60, 16.70)vs 3 (20%) 10 (83%) 1 (20%)am 0 (0%) 8 (67%) 5 (100%)carb       1 3 (20%) 4 (33%) 0 (0%)    2 4 (27%) 4 (33%) 2 (40%)    3 3 (20%) 0 (0%) 0 (0%)    4 5 (33%) 4 (33%) 1 (20%)    6 0 (0%) 0 (0%) 1 (20%)    8 0 (0%) 0 (0%) 1 (20%)1 Median (Q1, Q3); n (%)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/check_app_version.html","id":null,"dir":"Reference","previous_headings":"","what":"Run a startup version check and return a banner UI element — check_app_version","title":"Run a startup version check and return a banner UI element — check_app_version","text":"Call outside server() – typically global.R top app.R – embed returned value directly UI definition. check runs startup banner present first render loading delay, uiOutput() / renderUI() wiring needed.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/check_app_version.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Run a startup version check and return a banner UI element — check_app_version","text":"","code":"check_app_version(   github_user,   github_repo,   app_version = NULL,   verbose = FALSE )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/check_app_version.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Run a startup version check and return a banner UI element — check_app_version","text":"github_user GitHub username organisation owns repository. github_repo Repository name. Also used package name utils::packageVersion(). app_version Optional fallback version string environments package installed (e.g. shinyapps.io). Pass result app_version() function . Ignored packageVersion() succeeds. verbose Logical; TRUE banner always returned. Defaults FALSE.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/check_app_version.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Run a startup version check and return a banner UI element — check_app_version","text":"shinyWidgets::alert() UI element, NULL nothing show (date non-verbose mode).","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/check_app_version.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Run a startup version check and return a banner UI element — check_app_version","text":"Normal mode (verbose = FALSE): returns banner newer version available check fails. Returns NULL app date (Shiny silently ignores NULL UI). Verbose / debug mode (verbose = TRUE): always returns banner – including success banner date – can confirm check ran inspect version strings development.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/check_app_version.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Run a startup version check and return a banner UI element — check_app_version","text":"","code":"if (FALSE) { # \\dontrun{ # global.R or top of app.R source(\"version_check.R\") version_banner <- check_app_version(   github_user = \"my-org\",   github_repo = \"my-shiny-app\",   app_version = app_version()   # fallback for shinyapps.io )  # ui.R fluidPage(   version_banner,   # ... rest of UI )  # Verbose mode for development version_banner <- check_app_version(   github_user = \"my-org\",   github_repo = \"my-shiny-app\",   app_version = app_version(),   verbose     = TRUE ) } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/class_icons.html","id":null,"dir":"Reference","previous_headings":"","what":"Get data class icons — class_icons","title":"Get data class icons — class_icons","text":"Get data class icons","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/class_icons.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get data class icons — class_icons","text":"","code":"class_icons(x)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/class_icons.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get data class icons — class_icons","text":"x character vector data classes","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/class_icons.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get data class icons — class_icons","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/class_icons.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get data class icons — class_icons","text":"","code":"\"numeric\" |> class_icons()|> str() #> List of 3 #>  $ name    : chr \"svg\" #>  $ attribs :List of 6 #>   ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   ..$ viewbox: chr \"0 0 256 256\" #>   ..$ class  : chr \"phosphor-svg\" #>   ..$ height : chr \"1.33em\" #>   ..$ fill   : chr \"currentColor\" #>   ..$ style  : chr \"vertical-align:-0.25em;\" #>  $ children:List of 2 #>   ..$ :List of 3 #>   .. ..$ name    : chr \"path\" #>   .. ..$ attribs :List of 1 #>   .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. ..$ children: list() #>   .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..$ :List of 3 #>   .. ..$ name    : chr \"title\" #>   .. ..$ attribs : Named list() #>   .. ..$ children:List of 1 #>   .. .. ..$ : chr \"calculator-light\" #>   .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>  - attr(*, \"class\")= chr \"shiny.tag\" mtcars |> sapply(class) |> class_icons() |> str() #> List of 11 #>  $ mpg :List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ cyl :List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ disp:List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ hp  :List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ drat:List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ wt  :List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ qsec:List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ vs  :List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ am  :List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ gear:List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\" #>  $ carb:List of 3 #>   ..$ name    : chr \"svg\" #>   ..$ attribs :List of 6 #>   .. ..$ xmlns  : chr \"http://www.w3.org/2000/svg\" #>   .. ..$ viewbox: chr \"0 0 256 256\" #>   .. ..$ class  : chr \"phosphor-svg\" #>   .. ..$ height : chr \"1.33em\" #>   .. ..$ fill   : chr \"currentColor\" #>   .. ..$ style  : chr \"vertical-align:-0.25em;\" #>   ..$ children:List of 2 #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"path\" #>   .. .. ..$ attribs :List of 1 #>   .. .. .. ..$ d: chr \"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,\"| __truncated__ #>   .. .. ..$ children: list() #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   .. ..$ :List of 3 #>   .. .. ..$ name    : chr \"title\" #>   .. .. ..$ attribs : Named list() #>   .. .. ..$ children:List of 1 #>   .. .. .. ..$ : chr \"calculator-light\" #>   .. .. ..- attr(*, \"class\")= chr \"shiny.tag\" #>   ..- attr(*, \"class\")= chr \"shiny.tag\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_common_axis.html","id":null,"dir":"Reference","previous_headings":"","what":"Extract and clean axis ranges — clean_common_axis","title":"Extract and clean axis ranges — clean_common_axis","text":"Extract clean axis ranges","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_common_axis.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Extract and clean axis ranges — clean_common_axis","text":"","code":"clean_common_axis(p, axis)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_common_axis.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Extract and clean axis ranges — clean_common_axis","text":"p plot axis axis. x y.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_common_axis.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Extract and clean axis ranges — clean_common_axis","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_date.html","id":null,"dir":"Reference","previous_headings":"","what":"Attempts at applying uniform date format — clean_date","title":"Attempts at applying uniform date format — clean_date","text":"Attempts applying uniform date format","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_date.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Attempts at applying uniform date format — clean_date","text":"","code":"clean_date(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_date.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Attempts at applying uniform date format — clean_date","text":"data character string vector possible dates","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_date.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Attempts at applying uniform date format — clean_date","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_sep.html","id":null,"dir":"Reference","previous_headings":"","what":"gsub wrapper for piping with default values for separator substituting — clean_sep","title":"gsub wrapper for piping with default values for separator substituting — clean_sep","text":"gsub wrapper piping default values separator substituting","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_sep.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"gsub wrapper for piping with default values for separator substituting — clean_sep","text":"","code":"clean_sep(data, old.sep = \"[-.,/]\", new.sep = \"-\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_sep.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"gsub wrapper for piping with default values for separator substituting — clean_sep","text":"data character vector old.sep old separator new.sep new separator","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_sep.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"gsub wrapper for piping with default values for separator substituting — clean_sep","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/collapse_spaces.html","id":null,"dir":"Reference","previous_headings":"","what":"Substitue spaces/tabs with single space excluding text within quotes — collapse_spaces","title":"Substitue spaces/tabs with single space excluding text within quotes — collapse_spaces","text":"Written assisted Claude.ai. long possibly complicated, works","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/collapse_spaces.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Substitue spaces/tabs with single space excluding text within quotes — collapse_spaces","text":"","code":"collapse_spaces(x, preserve_newlines = TRUE)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/collapse_spaces.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Substitue spaces/tabs with single space excluding text within quotes — collapse_spaces","text":"x character string preserve_newlines flag preserve new lines","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/collapse_spaces.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Substitue spaces/tabs with single space excluding text within quotes — collapse_spaces","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/collapse_spaces.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Substitue spaces/tabs with single space excluding text within quotes — collapse_spaces","text":"","code":"collapse_spaces(c(\"cyl\", \"di sp\",\"s e   d\",\"d  e'dl  e'\")) #> Error in collapse_spaces(c(\"cyl\", \"di sp\", \"s e   d\", \"d  e'dl  e'\")): could not find function \"collapse_spaces\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/colorSelectInput.html","id":null,"dir":"Reference","previous_headings":"","what":"A selectizeInput customized for named vectors of color names supported by generate_colors — colorSelectInput","title":"A selectizeInput customized for named vectors of color names supported by generate_colors — colorSelectInput","text":"selectizeInput customized named vectors color names supported generate_colors","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/colorSelectInput.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"A selectizeInput customized for named vectors of color names supported by generate_colors — colorSelectInput","text":"","code":"colorSelectInput(   inputId,   label,   choices,   selected = NULL,   previews = 4,   ...,   placeholder = \"\" )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/colorSelectInput.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"A selectizeInput customized for named vectors of color names supported by generate_colors — colorSelectInput","text":"inputId passed selectizeInput label passed selectizeInput choices named vector fields populated selected default selection previews number preview colors. Default 4. ... passed selectizeInput placeholder passed selectizeInput options onInitialize passed selectizeInput options","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/colorSelectInput.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"A selectizeInput customized for named vectors of color names supported by generate_colors — colorSelectInput","text":"selectizeInput dropdown element","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/colorSelectInput.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"A selectizeInput customized for named vectors of color names supported by generate_colors — colorSelectInput","text":"","code":"if (shiny::interactive()) { top_palettes <- c( \"Perceptual (blue-yellow)\"   = \"viridis\", \"Perceptual (fire)\"          = \"plasma\", \"Colour-blind friendly\"      = \"Okabe-Ito\", \"Qualitative (bold)\"         = \"Dark 2\", \"Qualitative (paired)\"       = \"Paired\", \"Sequential (blues)\"         = \"Blues\", \"Diverging (red-blue)\"       = \"RdBu\", \"Tableau style\"              = \"Tableau 10\", \"Pastel\"                     = \"Pastel 1\", \"Rainbow\"                    = \"rainbow\" )   shinyApp(     ui = fluidPage(     titlePanel(\"Color Palette Select Test\"),     colorSelectInput(       inputId  = \"palette\",       label    = \"Color palette\",       choices  = top_palettes,       selected = \"viridis\"     ),     verbatimTextOutput(\"selected\")     ),     server = function(input, output, session) {     output$selected <- renderPrint(input$palette)     }   ) } #> Error: 'interactive' is not an exported object from 'namespace:shiny'"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.html","id":null,"dir":"Reference","previous_headings":"","what":"A selectizeInput customized for data frames with column labels — columnSelectInput","title":"A selectizeInput customized for data frames with column labels — columnSelectInput","text":"Copied modified IDEAFilter package Adds option select \"none\" handled later","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"A selectizeInput customized for data frames with column labels — columnSelectInput","text":"","code":"columnSelectInput(   inputId,   label,   data,   selected = \"\",   ...,   col_subset = NULL,   placeholder = \"\",   onInitialize,   none_label = \"No variable selected\",   maxItems = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"A selectizeInput customized for data frames with column labels — columnSelectInput","text":"inputId passed selectizeInput label passed selectizeInput data data.frame object fields populated selected default selection ... passed selectizeInput col_subset vector containing list allowable columns select placeholder passed selectizeInput options onInitialize passed selectizeInput options none_label label \"none\" item maxItems max number items","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"A selectizeInput customized for data frames with column labels — columnSelectInput","text":"selectizeInput dropdown element","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/compare_missings.html","id":null,"dir":"Reference","previous_headings":"","what":"Pairwise comparison of missings across covariables — compare_missings","title":"Pairwise comparison of missings across covariables — compare_missings","text":"Pairwise comparison missings across covariables","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/compare_missings.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Pairwise comparison of missings across covariables — compare_missings","text":"","code":"compare_missings(   data,   by_var,   max_level = 20,   type = c(\"predictors\", \"outcome\") )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/compare_missings.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Pairwise comparison of missings across covariables — compare_missings","text":"data data frame by_var variable stratify missingness","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/compare_missings.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Pairwise comparison of missings across covariables — compare_missings","text":"gtsummary list object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/continuous_colors.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a Continuous Color Function from a Palette — continuous_colors","title":"Create a Continuous Color Function from a Palette — continuous_colors","text":"Wraps generate_colors function accepts value 0 1 returns corresponding color. Useful mapping continuous variables colors.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/continuous_colors.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a Continuous Color Function from a Palette — continuous_colors","text":"","code":"continuous_colors(palette = \"viridis\", n = 256, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/continuous_colors.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a Continuous Color Function from a Palette — continuous_colors","text":"palette Passed directly generate_colors(). Either palette name string function. n integer. Resolution underlying color ramp — higher values give smoother gradients. Defaults 256. ... Additional arguments passed generate_colors().","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/continuous_colors.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a Continuous Color Function from a Palette — continuous_colors","text":"function takes numeric vector values [0, 1] returns character vector hex colors.","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/reference/continuous_colors.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a Continuous Color Function from a Palette — continuous_colors","text":"","code":"pal <- continuous_colors(\"viridis\") pal(0)    # first color #> [1] \"#440154\" pal(1)    # last color #> [1] \"#FDE725\" pal(0.5)  # midpoint #> [1] \"#21908C\"  # Map a continuous variable to colors values <- seq(0, 1, length.out = 10) pal(values) #>  [1] \"#440154\" \"#482878\" \"#3E4989\" \"#31688E\" \"#25828E\" \"#1E9D89\" \"#35B779\" #>  [8] \"#6CCD59\" \"#B4DD2B\" \"#FDE725\"  # Works with any palette generate_colors() accepts pal <- continuous_colors(\"plasma\", direction = -1) pal <- continuous_colors(\\(n) hcl.colors(n, palette = \"Blue-Red\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":null,"dir":"Reference","previous_headings":"","what":"Contrast Text Color — contrast_text","title":"Contrast Text Color — contrast_text","text":"Calculates best contrast text color given background color.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Contrast Text Color — contrast_text","text":"","code":"contrast_text(   background,   light_text = \"white\",   dark_text = \"black\",   threshold = 0.5,   method = \"perceived_2\",   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Contrast Text Color — contrast_text","text":"background hex/named color value represents background. light_text hex/named color value represents light text color. dark_text hex/named color value represents dark text color. threshold numeric value 0 1 used determine luminance threshold background color text color. method character string specifies method calculating luminance. Three different methods available: c(\"relative\",\"perceived\",\"perceived_2\") ... parameter overflow. Ignored.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Contrast Text Color — contrast_text","text":"character string contains best contrast text color.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Contrast Text Color — contrast_text","text":"function aids deciding font color print given background. function based example provided teppo: https://stackoverflow.com//66669838/21019325. different methods provided based methods outlined StackOverflow thread: https://stackoverflow.com/questions/596216/formula--determine-perceived-brightness--rgb-color","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Contrast Text Color — contrast_text","text":"","code":"contrast_text(c(\"#F2F2F2\", \"blue\")) #> [1] \"black\" \"white\"  contrast_text(c(\"#F2F2F2\", \"blue\"), method=\"relative\") #> [1] \"black\" \"white\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/corr_pairs_validate.html","id":null,"dir":"Reference","previous_headings":"","what":"Correlation pairs validation — corr_pairs_validate","title":"Correlation pairs validation — corr_pairs_validate","text":"Correlation pairs validation","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/corr_pairs_validate.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Correlation pairs validation — corr_pairs_validate","text":"","code":"corr_pairs_validate(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/corr_pairs_validate.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Correlation pairs validation — corr_pairs_validate","text":"data data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/corr_pairs_validate.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Correlation pairs validation — corr_pairs_validate","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/corr_pairs_validate.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Correlation pairs validation — corr_pairs_validate","text":"","code":"# correlation_pairs(mtcars) |> corr_pairs_validate()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/correlation_pairs.html","id":null,"dir":"Reference","previous_headings":"","what":"Determine significant correlations in the data set — correlation_pairs","title":"Determine significant correlations in the data set — correlation_pairs","text":"Determine significant correlations data set","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/correlation_pairs.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Determine significant correlations in the data set — correlation_pairs","text":"","code":"correlation_pairs(data, threshold = 0.8)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/correlation_pairs.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Determine significant correlations in the data set — correlation_pairs","text":"data data.frame threshold correlation threshold","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/correlation_pairs.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Determine significant correlations in the data set — correlation_pairs","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/correlation_pairs.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Determine significant correlations in the data set — correlation_pairs","text":"","code":"correlation_pairs(mtcars) #> Error in cor$r %>% as.table(): could not find function \"%>%\" correlation_pairs(mtcars,.9) #> Error in cor$r %>% as.table(): could not find function \"%>%\" correlation_pairs(mtcars[c(1:4),]) #> [1] var1 var2 cor  #> <0 rows> (or 0-length row.names)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create-column.html","id":null,"dir":"Reference","previous_headings":"","what":"Create new column — create-column","title":"Create new column — create-column","text":"module allow enter expression create new column data.frame.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create-column.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create new column — create-column","text":"","code":"create_column_ui(id)  create_column_server(   id,   data_r = reactive(NULL),   allowed_operations = list_allowed_operations() )  allowed_operations()  modal_create_column(   id,   title = i18n$t(\"Create a new column\"),   easyClose = TRUE,   size = \"l\",   footer = NULL )  winbox_create_column(   id,   title = i18n$t(\"Create a new column\"),   options = shinyWidgets::wbOptions(),   controls = shinyWidgets::wbControls() )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create-column.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create new column — create-column","text":"id Module's ID. data_r shiny::reactive() function returning data.frame. allowed_operations list allowed operations, see details. title optional title dialog. easyClose TRUE, modal dialog can dismissed clicking outside dialog box, pressing Escape key. FALSE (default), modal dialog dismissed ways; instead must dismissed clicking modalButton(), call removeModal() server. size One \"s\" small, \"m\" (default) medium, \"l\" large, \"xl\" extra large. Note \"xl\" works Bootstrap 4 (opt-Bootstrap 4+, pass bslib::bs_theme() theme argument page container like fluidPage()). footer UI footer. Use NULL footer. options List options, see wbOptions(). controls List controls, see wbControls().","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create-column.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create new column — create-column","text":"shiny::reactive() function returning data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create-column.html","id":"note","dir":"Reference","previous_headings":"","what":"Note","title":"Create new column — create-column","text":"User can use subset function: (, c, :, ~, +, -, *, ^, %%, %/%, /, ==, >, <, !=, <=, >=, &, |, .na, ifelse, , , abs, sign, sqrt, ceiling, floor, trunc, cummax, cummin, cumprod, cumsum, exp, expm1, log, log10, log2, log1p, cos, cosh, sin, sinh, tan, tanh, acos, acosh, asin, asinh, atan, atanh, cospi, sinpi, tanpi, gamma, lgamma, digamma, trigamma, round, signif, max, min, range, prod, sum, length, pmin, pmax, mean, paste, paste0, substr, nchar, trimws, gsub, sub, grepl, .numeric, .character, .integer, .Date, .POSIXct, .factor, factor. can add operations using allowed_operations argument,  example want allow use package lubridate, can :","code":"c(list_allowed_operations(), getNamespaceExports(\"lubridate\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create-column.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create new column — create-column","text":"","code":"library(shiny) library(reactable)  ui <- fluidPage(   theme = bslib::bs_theme(version = 5L, preset = \"bootstrap\"),   shinyWidgets::html_dependency_winbox(),   tags$h2(\"Create new column\"),   fluidRow(     column(       width = 4,       create_column_ui(\"inline\"),       actionButton(\"modal\", \"Or click here to open a modal to create a column\"),       tags$br(), tags$br(),       actionButton(\"winbox\", \"Or click here to open a WinBox to create a column\")     ),     column(       width = 8,       reactableOutput(outputId = \"table\"),       verbatimTextOutput(\"code\")     )   ) ) #> Error in create_column_ui(\"inline\"): object 'i18n' not found  server <- function(input, output, session) {    rv <- reactiveValues(data = MASS::Cars93[, c(1, 3, 4, 5, 6, 10)])    # inline mode   data_inline_r <- create_column_server(     id = \"inline\",     data_r = reactive(rv$data)   )   observeEvent(data_inline_r(), rv$data <- data_inline_r())    # modal window mode   observeEvent(input$modal, modal_create_column(\"modal\"))   data_modal_r <- create_column_server(     id = \"modal\",     data_r = reactive(rv$data)   )   observeEvent(data_modal_r(), rv$data <- data_modal_r())    # WinBox window mode   observeEvent(input$winbox, winbox_create_column(\"winbox\"))   data_winbox_r <- create_column_server(     id = \"winbox\",     data_r = reactive(rv$data)   )   observeEvent(data_winbox_r(), rv$data <- data_winbox_r())    # Show result   output$table <- renderReactable({     data <- req(rv$data)     reactable(       data = data,       bordered = TRUE,       compact = TRUE,       striped = TRUE     )   })    output$code <- renderPrint({     attr(rv$data, \"code\")   }) }  if (interactive())   shinyApp(ui, server)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a baseline table — create_baseline","title":"Create a baseline table — create_baseline","text":"Create baseline table","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a baseline table — create_baseline","text":"","code":"create_baseline(   data,   ...,   by.var,   add.p = FALSE,   add.diff = FALSE,   add.overall = FALSE,   theme = c(\"jama\", \"lancet\", \"nejm\", \"qjecon\"),   detail_level = c(\"minimal\", \"extended\"),   drop_empty = FALSE )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a baseline table — create_baseline","text":"data data ... passed fun.arg baseline_table() .var specify stratification variable add.p add comparison/p-value add.overall add overall column theme set table theme detail_level specify detail level. Either \"minimal\" \"extended\".","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a baseline table — create_baseline","text":"gtsummary table list object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a baseline table — create_baseline","text":"","code":"mtcars |> create_baseline(by.var = \"gear\", add.p = \"yes\" == \"yes\")     Characteristic       3 N = 15       4 N = 12       5 N = 5       p-value1     mpg, Median (IQR) 15.5 (14.3 – 18.7) 22.8 (21.0 – 28.9) 19.7 (15.8 – 26.0) <0.001cyl, n (%)    <0.001    4 1 (6.7) 8 (67) 2 (40)     6 2 (13) 4 (33) 1 (20)     8 12 (80) 0 (0) 2 (40) disp, Median (IQR) 318 (276 – 400) 131 (79 – 160) 145 (120 – 301) <0.001hp, Median (IQR) 180 (150 – 215) 94 (66 – 110) 175 (113 – 264) <0.001drat, Median (IQR) 3.08 (3.00 – 3.21) 3.92 (3.90 – 4.10) 3.77 (3.62 – 4.22) <0.001wt, Median (IQR) 3.73 (3.44 – 4.07) 2.70 (2.07 – 3.17) 2.77 (2.14 – 3.17) <0.001qsec, Median (IQR) 17.42 (17.02 – 18.00) 18.76 (18.41 – 19.69) 15.50 (14.60 – 16.70) 0.002vs, n (%) 3 (20) 10 (83) 1 (20) 0.001am, n (%) 0 (0) 8 (67) 5 (100) <0.001carb, n (%)    0.24    1 3 (20) 4 (33) 0 (0)     2 4 (27) 4 (33) 2 (40)     3 3 (20) 0 (0) 0 (0)     4 5 (33) 4 (33) 1 (20)     6 0 (0) 0 (0) 1 (20)     8 0 (0) 0 (0) 1 (20) 1 Kruskal-Wallis rank sum test; Fisher’s exact test     mtcars |> create_baseline(by.var = \"gear\", detail_level = \"extended\")     Characteristic       3 N = 15       4 N = 12       5 N = 5     mpg       Median (Q1, Q3) 15.5 (14.3, 18.7) 22.8 (21.0, 28.9) 19.7 (15.8, 26.0)    Mean (SD) 16.1 (3.4) 24.5 (5.3) 21.4 (6.7)    Min, Max 10.4, 21.5 17.8, 33.9 15.0, 30.4cyl, n (%)       4 1 (6.7) 8 (67) 2 (40)    6 2 (13) 4 (33) 1 (20)    8 12 (80) 0 (0) 2 (40)disp       Median (Q1, Q3) 318 (276, 400) 131 (79, 160) 145 (120, 301)    Mean (SD) 326 (95) 123 (39) 202 (115)    Min, Max 120, 472 71, 168 95, 351hp       Median (Q1, Q3) 180 (150, 215) 94 (66, 110) 175 (113, 264)    Mean (SD) 176 (48) 90 (26) 196 (103)    Min, Max 97, 245 52, 123 91, 335drat       Median (Q1, Q3) 3.08 (3.00, 3.21) 3.92 (3.90, 4.10) 3.77 (3.62, 4.22)    Mean (SD) 3.13 (0.27) 4.04 (0.31) 3.92 (0.39)    Min, Max 2.76, 3.73 3.69, 4.93 3.54, 4.43wt       Median (Q1, Q3) 3.73 (3.44, 4.07) 2.70 (2.07, 3.17) 2.77 (2.14, 3.17)    Mean (SD) 3.89 (0.83) 2.62 (0.63) 2.63 (0.82)    Min, Max 2.47, 5.42 1.62, 3.44 1.51, 3.57qsec       Median (Q1, Q3) 17.42 (17.02, 18.00) 18.76 (18.41, 19.69) 15.50 (14.60, 16.70)    Mean (SD) 17.69 (1.35) 18.97 (1.61) 15.64 (1.13)    Min, Max 15.41, 20.22 16.46, 22.90 14.50, 16.90vs, n (%)       0 12 (80) 2 (17) 4 (80)    1 3 (20) 10 (83) 1 (20)am, n (%)       0 15 (100) 4 (33) 0 (0)    1 0 (0) 8 (67) 5 (100)carb, n (%)       1 3 (20) 4 (33) 0 (0)    2 4 (27) 4 (33) 2 (40)    3 3 (20) 0 (0) 0 (0)    4 5 (33) 4 (33) 1 (20)    6 0 (0) 0 (0) 1 (20)    8 0 (0) 0 (0) 1 (20)mtcars |> create_baseline(by.var = \"gear\", detail_level = \"extended\",type = list(gtsummary::all_dichotomous() ~ \"categorical\"),theme=\"nejm\")     Characteristic       3 N = 151       4 N = 121       5 N = 51     mpg 15.5 (14.3 – 18.7) 22.8 (21.0 – 28.9) 19.7 (15.8 – 26.0)cyl       4 1 (6.7) 8 (67) 2 (40)    6 2 (13) 4 (33) 1 (20)    8 12 (80) 0 (0) 2 (40)disp 318 (276 – 400) 131 (79 – 160) 145 (120 – 301)hp 180 (150 – 215) 94 (66 – 110) 175 (113 – 264)drat 3.08 (3.00 – 3.21) 3.92 (3.90 – 4.10) 3.77 (3.62 – 4.22)wt 3.73 (3.44 – 4.07) 2.70 (2.07 – 3.17) 2.77 (2.14 – 3.17)qsec 17.42 (17.02 – 18.00) 18.76 (18.41 – 19.69) 15.50 (14.60 – 16.70)vs       0 12 (80) 2 (17) 4 (80)    1 3 (20) 10 (83) 1 (20)am       0 15 (100) 4 (33) 0 (0)    1 0 (0) 8 (67) 5 (100)carb       1 3 (20) 4 (33) 0 (0)    2 4 (27) 4 (33) 2 (40)    3 3 (20) 0 (0) 0 (0)    4 5 (33) 4 (33) 1 (20)    6 0 (0) 0 (0) 1 (20)    8 0 (0) 0 (0) 1 (20)1 Median (IQR); n (%)      create_baseline(default_parsing(mtcars), by.var = \"am\", add.p = FALSE, add.overall = FALSE, theme = \"lancet\")     Characteristic       FALSE N = 191       TRUE N = 131     mpg 17·3 (14·7 – 19·2) 22·8 (21·0 – 30·4)cyl      4 3 (16%) 8 (62%)    6 4 (21%) 3 (23%)    8 12 (63%) 2 (15%)disp 276 (168 – 360) 120 (79 – 160)hp 175 (110 – 205) 109 (66 – 113)drat 3·15 (3·07 – 3·70) 4·08 (3·85 – 4·22)wt 3·52 (3·44 – 3·85) 2·32 (1·94 – 2·78)qsec 17·82 (17·05 – 19·44) 17·02 (16·46 – 18·61)vs 7 (37%) 7 (54%)gear      3 15 (79%) 0 (0%)    4 4 (21%) 8 (62%)    5 0 (0%) 5 (38%)carb      1 3 (16%) 4 (31%)    2 6 (32%) 4 (31%)    3 3 (16%) 0 (0%)    4 7 (37%) 3 (23%)    6 0 (0%) 1 (7·7%)    8 0 (0%) 1 (7·7%)1 Median (IQR); n (%)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":null,"dir":"Reference","previous_headings":"","what":"Create summetric log ticks — create_log_tics","title":"Create summetric log ticks — create_log_tics","text":"Create summetric log ticks","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create summetric log ticks — create_log_tics","text":"","code":"create_log_tics(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create summetric log ticks — create_log_tics","text":"data numeric vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create summetric log ticks — create_log_tics","text":"numeric vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create summetric log ticks — create_log_tics","text":"","code":"c(sample(seq(.1, 1, .1), 3), sample(1:10, 3)) |> create_log_tics() #>  [1] 0.12 0.30 0.33 0.60 0.70 1.00 1.43 1.67 3.00 3.33 8.00"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a data overview datagrid — create_overview_datagrid","title":"Create a data overview datagrid — create_overview_datagrid","text":"Create data overview datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a data overview datagrid — create_overview_datagrid","text":"","code":"create_overview_datagrid(data, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a data overview datagrid — create_overview_datagrid","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a data overview datagrid — create_overview_datagrid","text":"datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a data overview datagrid — create_overview_datagrid","text":"","code":"mtcars |>   overview_vars() |>   create_overview_datagrid()      {\"x\":{\"nrow\":11,\"ncol\":7,\"data\":[[\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\"],[\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\"],[\"mpg\",\"cyl\",\"disp\",\"hp\",\"drat\",\"wt\",\"qsec\",\"vs\",\"am\",\"gear\",\"carb\"],[0,0,0,0,0,0,0,0,0,0,0],[1,1,1,1,1,1,1,1,1,1,1],[25,3,27,22,22,29,30,2,2,3,6],[[21,21,22.8,21.4,18.7,18.1,14.3,24.4,22.8,19.2,17.8,16.4,17.3,15.2,10.4,10.4,14.7,32.4,30.4,33.9,21.5,15.5,15.2,13.3,19.2,27.3,26,30.4,15.8,19.7,15,21.4],[6,6,4,6,8,6,8,4,4,6,6,8,8,8,8,8,8,4,4,4,4,8,8,8,8,4,4,4,8,6,8,4],[160,160,108,258,360,225,360,146.7,140.8,167.6,167.6,275.8,275.8,275.8,472,460,440,78.7,75.7,71.09999999999999,120.1,318,304,350,400,79,120.3,95.09999999999999,351,145,301,121],[110,110,93,110,175,105,245,62,95,123,123,180,180,180,205,215,230,66,52,65,97,150,150,245,175,66,91,113,264,175,335,109],[3.9,3.9,3.85,3.08,3.15,2.76,3.21,3.69,3.92,3.92,3.92,3.07,3.07,3.07,2.93,3,3.23,4.08,4.93,4.22,3.7,2.76,3.15,3.73,3.08,4.08,4.43,3.77,4.22,3.62,3.54,4.11],[2.62,2.875,2.32,3.215,3.44,3.46,3.57,3.19,3.15,3.44,3.44,4.07,3.73,3.78,5.25,5.424,5.345,2.2,1.615,1.835,2.465,3.52,3.435,3.84,3.845,1.935,2.14,1.513,3.17,2.77,3.57,2.78],[16.46,17.02,18.61,19.44,17.02,20.22,15.84,20,22.9,18.3,18.9,17.4,17.6,18,17.98,17.82,17.42,19.47,18.52,19.9,20.01,16.87,17.3,15.41,17.05,18.9,16.7,16.9,14.5,15.5,14.6,18.6],[0,0,1,1,0,1,0,1,1,1,1,0,0,0,0,0,0,1,1,1,1,0,0,0,0,1,0,1,0,0,0,1],[1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,1,1,1,1,1,1,1],[4,4,4,3,3,3,3,4,4,4,4,3,3,3,3,3,3,4,4,4,3,3,3,3,3,4,5,5,5,5,5,4],[4,4,1,1,2,1,4,2,2,4,4,3,3,3,4,4,4,1,2,1,1,2,2,4,2,1,2,2,4,6,8,2]]],\"colnames\":[\"icon\",\"class\",\"name\",\"n_missing\",\"p_complete\",\"n_unique\",\"vals\"],\"options\":{\"columns\":[{\"header\":\" 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to Convert Numeric to Factor — cut-variable","title":"Module to Convert Numeric to Factor — cut-variable","text":"module contain interface cut numeric several intervals.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut-variable.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Module to Convert Numeric to Factor — cut-variable","text":"","code":"cut_variable_ui(id)  cut_variable_server(id, data_r = reactive(NULL))  modal_cut_variable(   id,   title = i18n$t(\"Convert Numeric to Factor\"),   easyClose = TRUE,   size = \"l\",   footer = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut-variable.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Module to Convert Numeric to Factor — cut-variable","text":"id Module ID. data_r shiny::reactive() function returning data.frame. title optional title dialog. easyClose TRUE, modal dialog can dismissed clicking outside dialog box, pressing Escape key. FALSE (default), modal dialog dismissed ways; instead must dismissed clicking modalButton(), call removeModal() server. size One \"s\" small, \"m\" (default) medium, \"l\" large, \"xl\" extra large. Note \"xl\" works Bootstrap 4 (opt-Bootstrap 4+, pass bslib::bs_theme() theme argument page container like fluidPage()). footer UI footer. Use NULL footer.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut-variable.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Module to Convert Numeric to Factor — cut-variable","text":"shiny::reactive() function returning data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_methods.html","id":null,"dir":"Reference","previous_headings":"","what":"Library of cut methods with descriptions — cut_methods","title":"Library of cut methods with descriptions — cut_methods","text":"Library cut methods descriptions","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_methods.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Library of cut methods with descriptions — cut_methods","text":"","code":"cut_methods()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_methods.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Library of cut methods with descriptions — cut_methods","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":null,"dir":"Reference","previous_headings":"","what":"Extended cutting function with fall-back to the native base::cut — cut_var","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"Extended cutting function fall-back native base::cut Simplify factor top bottom n levels Subset first part string factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"","code":"cut_var(x, ...)  # Default S3 method cut_var(x, ...)  # S3 method for class 'hms' cut_var(x, breaks, ...)  # S3 method for class 'POSIXt' cut_var(   x,   breaks,   right = FALSE,   include.lowest = TRUE,   start.on.monday = TRUE,   ... )  # S3 method for class 'POSIXct' cut_var(   x,   breaks,   right = FALSE,   include.lowest = TRUE,   start.on.monday = TRUE,   ... )  # S3 method for class 'Date' cut_var(x, breaks = NULL, start.on.monday = TRUE, ...)  # S3 method for class 'factor' cut_var(x, breaks = NULL, type = c(\"top\", \"bottom\"), other = \"Other\", ...)  # S3 method for class 'character' cut_var(x, breaks = NULL, type = c(\"characters\", \"words\"), ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"x object inheriting class \"POSIXct\" ... passed type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"factor factor factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"","code":"readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"08:20:20\", \"21:20:20\", \"03:02:20\")) |> cut_var(2) #> [1] 01:00:20 01:00:20 01:00:20 03:01:20 <NA>     03:01:20 #> attr(,\"brks\") #> 01:00:20 #> 03:01:20 #> 21:20:20 #> Levels: 01:00:20 03:01:20 readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"08:20:20\", \"21:20:20\", \"03:02:20\")) |> cut_var(\"min\") #> [1] 01:00:00 03:00:00 01:20:00 08:20:00 21:20:00 03:02:00 #> attr(,\"brks\") #> 01:00:00 #> 01:20:00 #> 03:00:00 #> 03:02:00 #> 08:20:00 #> 21:20:00 #> 21:20:20 #> Levels: 01:00:00 01:20:00 03:00:00 03:02:00 08:20:00 21:20:00 readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"08:20:20\", \"21:20:20\", \"03:02:20\")) |> cut_var(breaks = \"hour\") #> [1] 01:00:00 03:00:00 01:00:00 08:00:00 21:00:00 03:00:00 #> attr(,\"brks\") #> 01:00:00 #> 03:00:00 #> 08:00:00 #> 21:00:00 #> 21:20:20 #> Levels: 01:00:00 03:00:00 08:00:00 21:00:00 readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"08:20:20\", \"21:20:20\", \"03:02:20\")) |> cut_var(breaks = hms::as_hms(c(\"01:00:00\", \"03:01:20\", \"9:20:20\"))) #> [1] 01:00:00 01:00:00 01:00:00 03:01:20 <NA>     03:01:20 #> attr(,\"brks\") #> 01:00:00 #> 03:01:20 #> 09:20:20 #> Levels: 01:00:00 03:01:20 d_t <- readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"03:02:20\", NA)) f <- d_t |> cut_var(2) readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"03:02:20\", NA)) |> cut_var(breaks = lubridate::as_datetime(c(hms::as_hms(levels(f)), hms::as_hms(max(d_t, na.rm = TRUE) + 1))), right = FALSE) #> [1] 01:00:20 02:10:20 01:00:20 02:10:20 <NA>     #> attr(,\"brks\") #> 01:00:20 #> 02:10:20 #> 03:02:21 #> Levels: 01:00:20 02:10:20 readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(2) #> [1] 1992-02-01 01:00:20 1992-02-01 01:00:20 1992-02-01 01:00:20 #> [4] 1992-02-01 01:00:20 1999-02-01 21:20:20 1992-02-01 01:00:20 #> Levels: 1992-02-01 01:00:20 1999-02-01 21:20:20 readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks = \"weekday\") #> Error in cut.POSIXt(x, ...): invalid specification of 'breaks' readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks = \"month_only\") #> Error in cut.POSIXt(x, ...): invalid specification of 'breaks' readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks = NULL, format = \"%A-%H\") #> Error in cut.POSIXt(x, ...): invalid specification of 'breaks' readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks = NULL, format = \"%W\") #> Error in cut.POSIXt(x, ...): invalid specification of 'breaks' as.Date(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(2) #> [1] 1992-02-01 1992-02-01 1992-02-01 1992-02-01 1999-02-01 1992-02-01 #> Levels: 1992-02-01 1999-02-01 as.Date(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks = \"weekday\") #> Error in cut.Date(x, ...): invalid specification of 'breaks' as.Date(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(format = \"%W\") #> Error in cut.Date(x, ...): argument \"breaks\" is missing, with no default mtcars$carb |>   as.factor() |>   cut_var(2) |>   table() #>  #>     2     4 Other  #>    10    10    12   mtcars$carb |>   as.factor() |>   cut_var(20, \"bottom\") |>   table() #>  #>     2     4     1 Other  #>    10    10     7     5  c(\"Sunday\", \"This week is short\") |> cut_var(breaks = 3) #> [1] Sun Thi #> attr(,\"brks\") #> [1] 3 #> Levels: Sun Thi"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-correlations.html","id":null,"dir":"Reference","previous_headings":"","what":"Data correlations evaluation module — data-correlations","title":"Data correlations evaluation module — data-correlations","text":"Data correlations evaluation module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-correlations.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data correlations evaluation module — data-correlations","text":"","code":"data_correlations_ui(id, ...)  data_correlations_server(   id,   data,   include.class = NULL,   cutoff = 0.7,   warning_str =     i18n$t(\"The following variable pairs are highly correlated: {sentence_paste(.x,and_str)}.\\nConsider excluding one {more}from the dataset to ensure variables are independent.\"),   warning_no_str = i18n$t(\"No variables have a correlation measure above the threshold.\"),   and_str = i18n$t(\"and\"),   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-correlations.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data correlations evaluation module — data-correlations","text":"id id ... arguments passed toastui::datagrid data data include.class character vector classes include. Default NULL cutoff numeric warning_str Character string. Exposed allow dynamic translations warning_no_str Character string. Exposed allow dynamic translations and_strCharacter string. Exposed allow dynamic translations","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-correlations.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data correlations evaluation module — data-correlations","text":"Shiny ui module shiny server module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-missings.html","id":null,"dir":"Reference","previous_headings":"","what":"Data correlations evaluation module — data-missings","title":"Data correlations evaluation module — data-missings","text":"Data correlations evaluation module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-missings.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data correlations evaluation module — data-missings","text":"","code":"data_missings_ui(id, ...)  data_missings_server(id, data, max_level = 20, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-missings.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data correlations evaluation module — data-missings","text":"id Module id ... additional UI elements show table overview data data output.format output format","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-missings.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data correlations evaluation module — data-missings","text":"Shiny ui module shiny server module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":null,"dir":"Reference","previous_headings":"","what":"Data correlations evaluation module — data-plots","title":"Data correlations evaluation module — data-plots","text":"Data correlations evaluation module Wrapper create plot based provided type Title Single vertical barplot Beautiful box plot(s) Create nice box-plots Nice horizontal stacked bars (Grotta bars) Nice horizontal bar plot centred central category Plot nice ridge plot Readying data sankey plot Beautiful sankey plot option split tertiary group Beautiful violin plot Beautiful violin plot","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data correlations evaluation module — data-plots","text":"","code":"data_visuals_ui(id, tab_title = \"Plots\", ...)  data_visuals_server(id, data, palettes, ...)  create_plot(data, type, pri, sec, ter = NULL, color.palette = \"viridis\", ...)  plot_bar(   data,   pri,   sec = NULL,   ter = NULL,   style = c(\"stack\", \"dodge\", \"fill\"),   color.palette = \"viridis\",   max_level = 30,   ... )  plot_bar_single(   data,   pri,   sec = NULL,   style = c(\"stack\", \"dodge\", \"fill\"),   max_level = 30,   color.palette = \"viridis\" )  plot_box(data, pri, sec, ter = NULL, color.palette = \"viridis\", ...)  plot_box_single(data, pri, sec = NULL, seed = 2103, color.palette = \"viridis\")  plot_hbars(data, pri, sec, ter = NULL, color.palette = \"viridis\")  plot_likert(data, pri, sec = NULL, ter = NULL, color.palette = \"viridis\")  plot_ridge(data, x, y, z = NULL, color.palette = \"viridis\", ...)  sankey_ready(data, pri, sec, numbers = \"count\", ...)  plot_sankey(   data,   pri,   sec,   ter = NULL,   color.group = \"pri\",   colors = NULL,   color.palette = \"viridis\",   default.color = \"#2986cc\",   box.color = \"#1E4B66\",   na.color = \"grey80\",   missing.level = \"Missing\" )  plot_scatter(data, pri, sec, ter = NULL, color.palette = \"viridis\")  plot_violin(data, pri, sec, ter = NULL, color.palette = \"viridis\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data correlations evaluation module — data-plots","text":"id Module id. (Use 'ns(\"id\")') ... passed wrap_plot_list data data frame type plot type (derived possible_plots() matches custom function) pri primary variable sec secondary variable ter tertiary variable color.palette choose color palette. See plot_colors support. style barplot style passed geom_bar position argument. One c(\"stack\", \"dodge\", \"fill\")","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data correlations evaluation module — data-plots","text":"Shiny ui module shiny server module ggplot2 object ggplot list object ggplot object ggplot2 object ggplot object ggplot2 object ggplot2 object ggplot2 object data.frame ggplot2 object ggplot2 object ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Data correlations evaluation module — data-plots","text":"","code":"create_plot(mtcars, \"plot_violin\", \"mpg\", \"cyl\") |> attributes() #> $class #> [1] \"ggplot2::ggplot\" \"ggplot\"          \"ggplot2::gg\"     \"S7_object\"       #> [5] \"gg\"              #>  #> $S7_class #> <ggplot2::ggplot> class #> @ parent     : <ggplot2::gg> #> @ constructor: function(data, ..., layers, scales, guides, mapping, theme, coordinates, facet, layout, labels, meta, plot_env) {...} #> @ validator  : <NULL> #> @ properties : #>  $ data       : <ANY>              #>  $ layers     : <list>             #>  $ scales     : S3<ScalesList>     #>  $ guides     : S3<Guides>         #>  $ mapping    : <ggplot2::mapping> #>  $ theme      : <ggplot2::theme>   #>  $ coordinates: S3<Coord>          #>  $ facet      : S3<Facet>          #>  $ layout     : S3<Layout>         #>  $ labels     : <ggplot2::labels>  #>  $ meta       : <list>             #>  $ plot_env   : <environment>      #>  #> $data #>                      mpg cyl  disp  hp drat    wt  qsec vs am gear carb #> Mazda RX4           21.0   6 160.0 110 3.90 2.620 16.46  0  1    4    4 #> Mazda RX4 Wag       21.0   6 160.0 110 3.90 2.875 17.02  0  1    4    4 #> Datsun 710          22.8   4 108.0  93 3.85 2.320 18.61  1  1    4    1 #> Hornet 4 Drive      21.4   6 258.0 110 3.08 3.215 19.44  1  0    3    1 #> Hornet Sportabout   18.7   8 360.0 175 3.15 3.440 17.02  0  0    3    2 #> Valiant             18.1   6 225.0 105 2.76 3.460 20.22  1  0    3    1 #> Duster 360          14.3   8 360.0 245 3.21 3.570 15.84  0  0    3    4 #> Merc 240D           24.4   4 146.7  62 3.69 3.190 20.00  1  0    4    2 #> Merc 230            22.8   4 140.8  95 3.92 3.150 22.90  1  0    4    2 #> Merc 280            19.2   6 167.6 123 3.92 3.440 18.30  1  0    4    4 #> Merc 280C           17.8   6 167.6 123 3.92 3.440 18.90  1  0    4    4 #> Merc 450SE          16.4   8 275.8 180 3.07 4.070 17.40  0  0    3    3 #> Merc 450SL          17.3   8 275.8 180 3.07 3.730 17.60  0  0    3    3 #> Merc 450SLC         15.2   8 275.8 180 3.07 3.780 18.00  0  0    3    3 #> Cadillac Fleetwood  10.4   8 472.0 205 2.93 5.250 17.98  0  0    3    4 #> Lincoln Continental 10.4   8 460.0 215 3.00 5.424 17.82  0  0    3    4 #> Chrysler Imperial   14.7   8 440.0 230 3.23 5.345 17.42  0  0    3    4 #> Fiat 128            32.4   4  78.7  66 4.08 2.200 19.47  1  1    4    1 #> Honda Civic         30.4   4  75.7  52 4.93 1.615 18.52  1  1    4    2 #> Toyota Corolla      33.9   4  71.1  65 4.22 1.835 19.90  1  1    4    1 #> Toyota Corona       21.5   4 120.1  97 3.70 2.465 20.01  1  0    3    1 #> Dodge Challenger    15.5   8 318.0 150 2.76 3.520 16.87  0  0    3    2 #> AMC Javelin         15.2   8 304.0 150 3.15 3.435 17.30  0  0    3    2 #> Camaro Z28          13.3   8 350.0 245 3.73 3.840 15.41  0  0    3    4 #> Pontiac Firebird    19.2   8 400.0 175 3.08 3.845 17.05  0  0    3    2 #> Fiat X1-9           27.3   4  79.0  66 4.08 1.935 18.90  1  1    4    1 #> Porsche 914-2       26.0   4 120.3  91 4.43 2.140 16.70  0  1    5    2 #> Lotus Europa        30.4   4  95.1 113 3.77 1.513 16.90  1  1    5    2 #> Ford Pantera L      15.8   8 351.0 264 4.22 3.170 14.50  0  1    5    4 #> Ferrari Dino        19.7   6 145.0 175 3.62 2.770 15.50  0  1    5    6 #> Maserati Bora       15.0   8 301.0 335 3.54 3.570 14.60  0  1    5    8 #> Volvo 142E          21.4   4 121.0 109 4.11 2.780 18.60  1  1    4    2 #>  #> $layers #> $layers$geom_violin #> geom_violin: na.rm = FALSE, orientation = NA, quantile_gp = list(colour = NULL, linetype = 0, linewidth = NULL) #> stat_ydensity: trim = TRUE, scale = area, na.rm = FALSE, orientation = NA, bounds = c(-Inf, Inf) #> position_dodge  #>  #> $layers$geom_point #> mapping: y = ~.data$Mean  #> geom_point: na.rm = FALSE #> stat_identity: na.rm = FALSE #> position_identity  #>  #> $layers$geom_errorbar #> mapping: y = ~.data$Mean, ymin = ~dataSummary[, 5], ymax = ~dataSummary[, 6]  #> geom_errorbar: na.rm = FALSE, orientation = NA, lineend = butt, width = 0.1 #> stat_identity: na.rm = FALSE #> position_identity  #>  #>  #> $scales #> <ggproto object: Class ScalesList, gg> #>     add: function #>     add_defaults: function #>     add_missing: function #>     backtransform_df: function #>     clone: function #>     find: function #>     get_scales: function #>     has_scale: function #>     input: function #>     map_df: function #>     n: function #>     non_position_scales: function #>     scales: list #>     set_palettes: function #>     train_df: function #>     transform_df: function #>     super:  <ggproto object: Class ScalesList, gg> #>  #> $guides #> <Guides[0] ggproto object> #>  #> <empty> #>  #> $mapping #> Aesthetic mapping:  #> * `x`    -> `.data[[\"cyl\"]]` #> * `y`    -> `.data[[\"mpg\"]]` #> * `fill` -> `.data[[\"cyl\"]]` #>  #> $theme #> <theme> List of 144 #>  $ line                            : <ggplot2::element_line> #>   ..@ colour       : chr \"black\" #>   ..@ linewidth    : num 1.09 #>   ..@ linetype     : num 1 #>   ..@ lineend      : chr \"butt\" #>   ..@ linejoin     : chr \"round\" #>   ..@ arrow        : logi FALSE #>   ..@ arrow.fill   : chr \"black\" #>   ..@ inherit.blank: logi TRUE #>  $ rect                            : <ggplot2::element_rect> #>   ..@ fill         : chr \"white\" #> 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[1:4] 0 6 0 0 #>   ..@ debug        : NULL #>   ..@ inherit.blank: logi TRUE #>  $ axis.title.y.left               : NULL #>  $ axis.title.y.right              : <ggplot2::element_text> #>   ..@ family       : NULL #>   ..@ face         : NULL #>   ..@ italic       : chr NA #>   ..@ fontweight   : num NA #>   ..@ fontwidth    : num NA #>   ..@ colour       : NULL #>   ..@ size         : NULL #>   ..@ hjust        : NULL #>   ..@ vjust        : num 1 #>   ..@ angle        : num -90 #>   ..@ lineheight   : NULL #>   ..@ margin       : <ggplot2::margin> num [1:4] 0 0 0 6 #>   ..@ debug        : NULL #>   ..@ inherit.blank: logi TRUE #>  $ axis.text                       : <ggplot2::element_text> #>   ..@ family       : NULL #>   ..@ face         : NULL #>   ..@ italic       : chr NA #>   ..@ fontweight   : num NA #>   ..@ fontwidth    : num NA #>   ..@ colour       : chr \"#4D4D4DFF\" #>   ..@ size         : 'rel' num 0.8 #>   ..@ hjust        : NULL #>   ..@ vjust        : NULL #>   ..@ 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logi TRUE #>  @ validate: logi TRUE #>  #> $coordinates #> <ggproto object: Class CoordCartesian, Coord, gg> #>     aspect: function #>     backtransform_range: function #>     clip: on #>     default: TRUE #>     distance: function #>     draw_panel: function #>     expand: TRUE #>     is_free: function #>     is_linear: function #>     labels: function #>     limits: list #>     modify_scales: function #>     range: function #>     ratio: NULL #>     render_axis_h: function #>     render_axis_v: function #>     render_bg: function #>     render_fg: function #>     reverse: none #>     setup_data: function #>     setup_layout: function #>     setup_panel_guides: function #>     setup_panel_params: function #>     setup_params: function #>     train_panel_guides: function #>     transform: function #>     super:  <ggproto object: Class CoordCartesian, Coord, gg> #>  #> $facet #> <ggproto object: Class FacetNull, Facet, gg> #>     attach_axes: function #>     attach_strips: function #>     compute_layout: function #>     draw_back: function #>     draw_front: function #>     draw_labels: function #>     draw_panel_content: function #>     draw_panels: function #>     finish_data: function #>     format_strip_labels: function #>     init_gtable: function #>     init_scales: function #>     map_data: function #>     params: list #>     set_panel_size: function #>     setup_data: function #>     setup_panel_params: function #>     setup_params: function #>     shrink: TRUE #>     train_scales: function #>     vars: function #>     super:  <ggproto object: Class FacetNull, Facet, gg> #>  #> $layout #> <ggproto object: Class Layout, gg> #>     coord: NULL #>     coord_params: list #>     facet: NULL #>     facet_params: list #>     finish_data: function #>     get_scales: function #>     layout: NULL #>     map_position: function #>     panel_params: NULL #>     panel_scales_x: NULL #>     panel_scales_y: NULL #>     render: function #>     render_labels: function #>     reset_scales: function #>     resolve_label: function #>     setup: function #>     setup_panel_guides: function #>     setup_panel_params: function #>     train_position: function #>     super:  <ggproto object: Class Layout, gg> #>  #> $labels #> <ggplot2::labels> List of 2 #>  $ x: chr \"cyl\" #>  $ y: chr \"mpg\" #>  #> $meta #> list() #>  #> $plot_env #> <environment: 0x563fce6f4ae0> #>  #> $code #> FreesearchR::plot_violin(pri = \"mpg\", sec = \"cyl\", ter = NULL,  #>     color.palette = \"viridis\") #>  mtcars |>   dplyr::mutate(cyl = factor(cyl), am = factor(am)) |>   plot_bar(pri = \"cyl\", sec = \"am\", style = \"fill\")   mtcars |>   dplyr::mutate(dplyr::across(tidyselect::all_of(c(\"cyl\",\"am\",\"gear\")),factor)) |>   plot_bar(pri = \"cyl\", sec = \"gear\", ter = \"am\", style = \"stack\",color.palette=\"turbo\") #> Scale for y is already present. #> Adding another scale for y, which will replace the existing scale. #> Scale for y is already present. #> Adding another scale for y, which will replace the existing scale. #> Scale for y is already present. #> Adding another scale for y, which will replace the existing scale. #> Scale for y is already present. #> Adding another scale for y, which will replace the existing scale. #> Error in plot_bar(dplyr::mutate(mtcars, dplyr::across(tidyselect::all_of(c(\"cyl\",     \"am\", \"gear\")), factor)), pri = \"cyl\", sec = \"gear\", ter = \"am\",     style = \"stack\", color.palette = \"turbo\"): object 'i18n' not found mtcars |>   dplyr::mutate(cyl = factor(cyl), am = factor(am)) |>   plot_bar_single(pri = \"cyl\", sec = \"am\", style = \"fill\")   mtcars |>   dplyr::mutate(cyl = factor(cyl), am = factor(am)) |>   plot_bar_single(pri = \"cyl\", style = \"stack\",color.palette=\"turbo\")  mtcars |> plot_box(pri = \"mpg\", sec = \"gear\")  mtcars |> plot_box(pri = \"mpg\", sec=\"cyl\")  mtcars |>   default_parsing() |>   plot_box(pri = \"mpg\", sec = \"cyl\", ter = \"gear\") #> Error in plot_box(default_parsing(mtcars), pri = \"mpg\", sec = \"cyl\", ter = \"gear\"): object 'i18n' not found mtcars |>   default_parsing() |>   plot_box(pri = \"mpg\", sec = \"cyl\", ter = \"gear\",axis.font.family=\"mono\") #> Error in plot_box(default_parsing(mtcars), pri = \"mpg\", sec = \"cyl\", ter = \"gear\",     axis.font.family = \"mono\"): object 'i18n' not found mtcars |> plot_box_single(\"mpg\")  mtcars |> plot_box_single(\"mpg\",\"cyl\",color.palette=\"Blues\")  stRoke::trial |> plot_box_single(\"age\",\"active\",color.palette=\"Blues\")  gtsummary::trial |> plot_box_single(\"age\",\"trt\") #> Warning: Removed 11 rows containing non-finite outside the scale range #> (`stat_boxplot()`). #> Warning: Removed 11 rows containing missing values or values outside the scale range #> (`geom_point()`).  mtcars |> plot_hbars(pri = \"carb\", sec = \"cyl\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_hbars(pri = \"carb\", sec = \"cyl\", ter=\"am\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_hbars(pri = \"carb\", sec = NULL,color.palette=\"Blues\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_hbars(pri = \"carb\", sec = NULL,color.palette=\"Magma\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_hbars(pri = \"carb\", sec = \"am\",color.palette=\"Viridis\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_likert(pri = \"carb\", sec = \"cyl\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_likert(pri = \"carb\", sec = \"cyl\", ter=\"am\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale. #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale. #> Scale for x is already present. #> Adding another scale for x, which will replace the existing scale. #> Scale for y is already present. #> Adding another scale for y, which will replace the existing scale. #> Scale for x is already present. #> Adding another scale for x, which will replace the existing scale. #> Scale for y is already present. #> Adding another scale for y, which will replace the existing scale. #> Error in plot_likert(mtcars, pri = \"carb\", sec = \"cyl\", ter = \"am\"): object 'i18n' not found mtcars |> plot_likert(pri = \"cyl\",color.palette=\"Blues\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_likert(pri = \"carb\", sec = NULL,color.palette=\"Magma\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_likert(pri = \"carb\", sec = c(\"cyl\",\"am\"),color.palette=\"Viridis\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |>   default_parsing() |>   plot_ridge(x = \"mpg\", y = \"cyl\") #> Picking joint bandwidth of 1.38  mtcars |> plot_ridge(x = \"mpg\", y = \"cyl\", z = \"gear\") #> Picking joint bandwidth of 1.52 #> Warning: The following aesthetics were dropped during statistical transformation: y and #> fill. #> ℹ This can happen when ggplot fails to infer the correct grouping structure in #>   the data. #> ℹ Did you forget to specify a `group` aesthetic or to convert a numerical #>   variable into a factor? #> Error in ggridges::geom_density_ridges(): Problem while setting up geom. #> ℹ Error occurred in the 1st layer. #> Caused by error in `compute_geom_1()`: #> ! `geom_density_ridges()` requires the following missing aesthetics: y. ds <- data.frame(g = sample(LETTERS[1:2], 100, TRUE), first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)), last = sample(c(letters[1:4], NA), 100, TRUE, prob = c(rep(.23, 4), .08))) ds |> sankey_ready(\"first\", \"last\") #> # A tibble: 19 × 7 #>    first last      n gx.sum gy.sum lx          ly          #>    <fct> <fct> <int>  <int>  <int> <fct>       <fct>       #>  1 d     d        11     36     18 \"d\\n(n=36)\" \"d\\n(n=18)\" #>  2 d     a        11     36     30 \"d\\n(n=36)\" \"a\\n(n=30)\" #>  3 d     b         6     36     25 \"d\\n(n=36)\" \"b\\n(n=25)\" #>  4 d     c         8     36     22 \"d\\n(n=36)\" \"c\\n(n=22)\" #>  5 c     d         3     24     18 \"c\\n(n=24)\" \"d\\n(n=18)\" #>  6 c     a         7     24     30 \"c\\n(n=24)\" \"a\\n(n=30)\" #>  7 c     b        10     24     25 \"c\\n(n=24)\" \"b\\n(n=25)\" #>  8 c     c         1     24     22 \"c\\n(n=24)\" \"c\\n(n=22)\" #>  9 c     NA        3     24      5 \"c\\n(n=24)\"  NA         #> 10 b     d         2     17     18 \"b\\n(n=17)\" \"d\\n(n=18)\" #> 11 b     a         4     17     30 \"b\\n(n=17)\" \"a\\n(n=30)\" #> 12 b     b         3     17     25 \"b\\n(n=17)\" \"b\\n(n=25)\" #> 13 b     c         7     17     22 \"b\\n(n=17)\" \"c\\n(n=22)\" #> 14 b     NA        1     17      5 \"b\\n(n=17)\"  NA         #> 15 a     d         2     23     18 \"a\\n(n=23)\" \"d\\n(n=18)\" #> 16 a     a         8     23     30 \"a\\n(n=23)\" \"a\\n(n=30)\" #> 17 a     b         6     23     25 \"a\\n(n=23)\" \"b\\n(n=25)\" #> 18 a     c         6     23     22 \"a\\n(n=23)\" \"c\\n(n=22)\" #> 19 a     NA        1     23      5 \"a\\n(n=23)\"  NA         ds |> sankey_ready(\"first\", \"last\", numbers = \"percentage\") #> # A tibble: 19 × 7 #>    first last      n gx.sum gy.sum lx         ly         #>    <fct> <fct> <int>  <int>  <int> <fct>      <fct>      #>  1 d     d        11     36     18 \"d\\n(36%)\" \"d\\n(18%)\" #>  2 d     a        11     36     30 \"d\\n(36%)\" \"a\\n(30%)\" #>  3 d     b         6     36     25 \"d\\n(36%)\" \"b\\n(25%)\" #>  4 d     c         8     36     22 \"d\\n(36%)\" \"c\\n(22%)\" #>  5 c     d         3     24     18 \"c\\n(24%)\" \"d\\n(18%)\" #>  6 c     a         7     24     30 \"c\\n(24%)\" \"a\\n(30%)\" #>  7 c     b        10     24     25 \"c\\n(24%)\" \"b\\n(25%)\" #>  8 c     c         1     24     22 \"c\\n(24%)\" \"c\\n(22%)\" #>  9 c     NA        3     24      5 \"c\\n(24%)\"  NA        #> 10 b     d         2     17     18 \"b\\n(17%)\" \"d\\n(18%)\" #> 11 b     a         4     17     30 \"b\\n(17%)\" \"a\\n(30%)\" #> 12 b     b         3     17     25 \"b\\n(17%)\" \"b\\n(25%)\" #> 13 b     c         7     17     22 \"b\\n(17%)\" \"c\\n(22%)\" #> 14 b     NA        1     17      5 \"b\\n(17%)\"  NA        #> 15 a     d         2     23     18 \"a\\n(23%)\" \"d\\n(18%)\" #> 16 a     a         8     23     30 \"a\\n(23%)\" \"a\\n(30%)\" #> 17 a     b         6     23     25 \"a\\n(23%)\" \"b\\n(25%)\" #> 18 a     c         6     23     22 \"a\\n(23%)\" \"c\\n(22%)\" #> 19 a     NA        1     23      5 \"a\\n(23%)\"  NA        data.frame(   g = sample(LETTERS[1:2], 100, TRUE),   first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)),   last = sample(c(TRUE, FALSE, FALSE), 100, TRUE) ) |>   sankey_ready(\"first\", \"last\") #> # A tibble: 8 × 7 #>   first last      n gx.sum gy.sum lx          ly              #>   <fct> <fct> <int>  <int>  <int> <fct>       <fct>           #> 1 b     FALSE    16     29     66 \"b\\n(n=29)\" \"FALSE\\n(n=66)\" #> 2 b     TRUE     13     29     34 \"b\\n(n=29)\" \"TRUE\\n(n=34)\"  #> 3 a     FALSE    18     25     66 \"a\\n(n=25)\" \"FALSE\\n(n=66)\" #> 4 a     TRUE      7     25     34 \"a\\n(n=25)\" \"TRUE\\n(n=34)\"  #> 5 d     FALSE    13     20     66 \"d\\n(n=20)\" \"FALSE\\n(n=66)\" #> 6 d     TRUE      7     20     34 \"d\\n(n=20)\" \"TRUE\\n(n=34)\"  #> 7 c     FALSE    19     26     66 \"c\\n(n=26)\" \"FALSE\\n(n=66)\" #> 8 c     TRUE      7     26     34 \"c\\n(n=26)\" \"TRUE\\n(n=34)\"  ds <- data.frame(g = sample(LETTERS[1:2], 100, TRUE), first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)), last = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE))) ds |> plot_sankey(\"first\", \"last\") #> Loading required package: ggplot2  ds |> plot_sankey(\"first\", \"last\", color.group = \"sec\")  ds |> plot_sankey(\"first\", \"last\", ter = \"g\", color.group = \"sec\") #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes.  mtcars |>   default_parsing() |>   plot_sankey(\"cyl\", \"gear\", \"am\", color.group = \"pri\") #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes.  ## In this case, the last plot as the secondary variable in wrong order ## Dont know why... mtcars |>   default_parsing() |>   plot_sankey(\"cyl\", \"gear\", \"vs\", color.group = \"pri\",color.palette=\"inferno\") #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes.  mtcars |> plot_scatter(pri = \"mpg\", sec = \"wt\") #> Ignoring unknown labels: #> • legend.title : \"\"  mtcars |> plot_scatter(pri = \"mpg\", sec = \"wt\",ter=\"carb\") #> Ignoring unknown labels: #> • legend.title : \"\"  mtcars |> plot_violin(pri = \"mpg\", sec = \"cyl\")  mtcars |> plot_violin(pri = \"mpg\", sec = \"cyl\", ter = \"gear\", color.palette=\"Blues\") #> Error in plot_violin(mtcars, pri = \"mpg\", sec = \"cyl\", ter = \"gear\", color.palette = \"Blues\"): object 'i18n' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-summary.html","id":null,"dir":"Reference","previous_headings":"","what":"Data summary module — data-summary","title":"Data summary module — data-summary","text":"Data summary module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-summary.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data summary module — data-summary","text":"","code":"data_summary_ui(id)  data_summary_server(id, data, color.main, color.sec, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-summary.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data summary module — data-summary","text":"id Module id. (Use 'ns(\"id\")') data data color.main main color color.sec secondary color ... arguments passed create_overview_datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-summary.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data summary module — data-summary","text":"Shiny ui module shiny server module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":null,"dir":"Reference","previous_headings":"","what":"Ultra short data dascription — data_description","title":"Ultra short data dascription — data_description","text":"Ultra short data dascription","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Ultra short data dascription — data_description","text":"","code":"data_description(data, data_text = \"Data\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Ultra short data dascription — data_description","text":"data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Ultra short data dascription — data_description","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Ultra short data dascription — data_description","text":"","code":"data.frame(   sample(1:8, 20, TRUE),   sample(c(1:8, NA), 20, TRUE) ) |> data_description() #> Error in data_description(data.frame(sample(1:8, 20, TRUE), sample(c(1:8,     NA), 20, TRUE))): object 'i18n' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_summary_gather.html","id":null,"dir":"Reference","previous_headings":"","what":"Data summary for printing visual summary — data_summary_gather","title":"Data summary for printing visual summary — data_summary_gather","text":"Data summary printing visual summary","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_summary_gather.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data summary for printing visual summary — data_summary_gather","text":"","code":"data_summary_gather(   data,   summary.fun = class,   palette.fun = viridisLite::viridis,   na.label = \"NA\",   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_summary_gather.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data summary for printing visual summary — data_summary_gather","text":"data data.frame summary.fun fun summarising palette.fun optionally use specific palette functions. First argument length. na.label label NA ... overflow","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_summary_gather.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data summary for printing visual summary — data_summary_gather","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_summary_gather.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Data summary for printing visual summary — data_summary_gather","text":"","code":"mtcars |> data_summary_gather() |> names() #> [1] \"data\"        \"colors\"      \"labels\"      \"summary.fun\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":null,"dir":"Reference","previous_headings":"","what":"Data type assessment. — data_type","title":"Data type assessment. — data_type","text":"overall native typeof. used assess meaningful \"clinical\" data type.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data type assessment. — data_type","text":"","code":"data_type(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data type assessment. — data_type","text":"data vector data.frame. data frame, column evaluated.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data type assessment. — data_type","text":"outcome type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Data type assessment. — data_type","text":"","code":"mtcars |>   default_parsing() |>   lapply(data_type) #> $mpg #> [1] \"continuous\" #>  #> $cyl #> [1] \"categorical\" #>  #> $disp #> [1] \"continuous\" #>  #> $hp #> [1] \"continuous\" #>  #> $drat #> [1] \"continuous\" #>  #> $wt #> [1] \"continuous\" #>  #> $qsec #> [1] \"continuous\" #>  #> $vs #> [1] \"dichotomous\" #>  #> $am #> [1] \"dichotomous\" #>  #> $gear #> [1] \"categorical\" #>  #> $carb #> [1] \"categorical\" #>  mtcars |>   default_parsing() |>   data_type() #>           mpg           cyl          disp            hp          drat  #>  \"continuous\" \"categorical\"  \"continuous\"  \"continuous\"  \"continuous\"  #>            wt          qsec            vs            am          gear  #>  \"continuous\"  \"continuous\" \"dichotomous\" \"dichotomous\" \"categorical\"  #>          carb  #> \"categorical\"  c(1, 2) |> data_type() #> [1] \"dichotomous\" 1 |> data_type() #> [1] \"monotone\" c(rep(NA, 10)) |> data_type() #> [1] \"empty\" sample(1:100, 50) |> data_type() #> [1] \"continuous\" factor(letters[1:20]) |> data_type() #> [1] \"categorical\" as.Date(1:20) |> data_type() #> [1] \"datetime\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":null,"dir":"Reference","previous_headings":"","what":"Filter function to filter data set by variable type — data_type_filter","title":"Filter function to filter data set by variable type — data_type_filter","text":"Filter function filter data set variable type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Filter function to filter data set by variable type — data_type_filter","text":"","code":"data_type_filter(data, type)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Filter function to filter data set by variable type — data_type_filter","text":"data data frame type vector data types (recognised: data_types)","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Filter function to filter data set by variable type — data_type_filter","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Filter function to filter data set by variable type — data_type_filter","text":"","code":"default_parsing(mtcars) |>   data_type_filter(type = c(\"categorical\", \"continuous\")) |>   attributes() #> $names #> [1] \"mpg\"  \"cyl\"  \"disp\" \"hp\"   \"drat\" \"wt\"   \"qsec\" \"gear\" \"carb\" #>  #> $row.names #>  [1]  1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 #> [26] 26 27 28 29 30 31 32 #>  #> $class #> [1] \"data.frame\" #>  #> $code #> FreesearchR::data_type_filter(type = c(\"categorical\", \"continuous\" #> )) #>  default_parsing(mtcars) |>   data_type_filter(type = NULL) |>   attributes() #> $names #>  [1] \"mpg\"  \"cyl\"  \"disp\" \"hp\"   \"drat\" \"wt\"   \"qsec\" \"vs\"   \"am\"   \"gear\" #> [11] \"carb\" #>  #> $class #> [1] \"data.frame\" #>  #> $row.names #>  [1]  1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 #> [26] 26 27 28 29 30 31 32 #>  if (FALSE) { # \\dontrun{ default_parsing(mtcars) |> data_type_filter(type = c(\"test\", \"categorical\", \"continuous\")) } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_types.html","id":null,"dir":"Reference","previous_headings":"","what":"Recognised data types from data_type — data_types","title":"Recognised data types from data_type — data_types","text":"Recognised data types data_type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_types.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Recognised data types from data_type — data_types","text":"","code":"data_types()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_types.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Recognised data types from data_type — data_types","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_types.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Recognised data types from data_type — data_types","text":"","code":"data_types() #> $empty #> $empty$descr #> [1] \"Variable of all NAs\" #>  #> $empty$classes #> [1] \"Any class\" #>  #>  #> $monotone #> $monotone$descr #> [1] \"Variable with only one unique value\" #>  #> $monotone$classes #> [1] \"Any class\" #>  #>  #> $dichotomous #> $dichotomous$descr #> [1] \"Variable with only two unique values\" #>  #> $dichotomous$classes #> [1] \"Any class\" #>  #>  #> $categorical #> $categorical$descr #> [1] \"Factor variable\" #>  #> $categorical$classes #> [1] \"factor (ordered or unordered)\" #>  #>  #> $text #> $text$descr #> [1] \"Character variable\" #>  #> $text$classes #> [1] \"character\" #>  #>  #> $datetime #> $datetime$descr #> [1] \"Variable of time, date or datetime values\" #>  #> $datetime$classes #> [1] \"hms, Date, POSIXct and POSIXt\" #>  #>  #> $continuous #> $continuous$descr #> [1] \"Numeric variable\" #>  #> $continuous$classes #> [1] \"numeric, integer or double\" #>  #>  #> $unknown #> $unknown$descr #> [1] \"Anything not falling within the previous\" #>  #> $unknown$classes #> [1] \"Any other class\" #>  #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_format_arguments.html","id":null,"dir":"Reference","previous_headings":"","what":"Defaults qmd formats — default_format_arguments","title":"Defaults qmd formats — default_format_arguments","text":"Defaults qmd formats","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_format_arguments.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Defaults qmd formats — default_format_arguments","text":"","code":"default_format_arguments()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_format_arguments.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Defaults qmd formats — default_format_arguments","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":null,"dir":"Reference","previous_headings":"","what":"Default data parsing — default_parsing","title":"Default data parsing — default_parsing","text":"Default data parsing","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Default data parsing — default_parsing","text":"","code":"default_parsing(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Default data parsing — default_parsing","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Default data parsing — default_parsing","text":"data.frame tibble","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Default data parsing — default_parsing","text":"","code":"mtcars |> str() #> 'data.frame':\t32 obs. of  11 variables: #>  $ mpg : num  21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ... #>  $ cyl : num  6 6 4 6 8 6 8 4 4 6 ... #>  $ disp: num  160 160 108 258 360 ... #>  $ hp  : num  110 110 93 110 175 105 245 62 95 123 ... #>  $ drat: num  3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ... #>  $ wt  : num  2.62 2.88 2.32 3.21 3.44 ... #>  $ qsec: num  16.5 17 18.6 19.4 17 ... #>  $ vs  : num  0 0 1 1 0 1 0 1 1 1 ... #>  $ am  : num  1 1 1 0 0 0 0 0 0 0 ... #>  $ gear: num  4 4 4 3 3 3 3 4 4 4 ... #>  $ carb: num  4 4 1 1 2 1 4 2 2 4 ... mtcars |>   default_parsing() |>   str() #> 'data.frame':\t32 obs. of  11 variables: #>  $ mpg : num  21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ... #>  $ cyl : Factor w/ 3 levels \"4\",\"6\",\"8\": 2 2 1 2 3 2 3 1 1 2 ... #>  $ disp: num  160 160 108 258 360 ... #>  $ hp  : num  110 110 93 110 175 105 245 62 95 123 ... #>  $ drat: num  3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ... #>  $ wt  : num  2.62 2.88 2.32 3.21 3.44 ... #>  $ qsec: num  16.5 17 18.6 19.4 17 ... #>  $ vs  : logi  FALSE FALSE TRUE TRUE FALSE TRUE ... #>  $ am  : logi  TRUE TRUE TRUE FALSE FALSE FALSE ... #>  $ gear: Factor w/ 3 levels \"3\",\"4\",\"5\": 2 2 2 1 1 1 1 2 2 2 ... #>  $ carb: Factor w/ 6 levels \"1\",\"2\",\"3\",\"4\",..: 4 4 1 1 2 1 4 2 2 4 ... head(starwars, 5) |> str() #> Error: object 'starwars' not found starwars |>   default_parsing() |>   head(5) |>   str() #> Error: object 'starwars' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/detect_delimiter.html","id":null,"dir":"Reference","previous_headings":"","what":"Detect delimiters in string based on allowed delimiters — detect_delimiter","title":"Detect delimiters in string based on allowed delimiters — detect_delimiter","text":"Accepts repeat delimiters includes surrounding whitespace","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/detect_delimiter.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Detect delimiters in string based on allowed delimiters — detect_delimiter","text":"","code":"detect_delimiter(data, delimiters = c(\"_\", \"-\", \";\", \"\\n\", \",\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/detect_delimiter.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Detect delimiters in string based on allowed delimiters — detect_delimiter","text":"delimiters allowed delimiters text character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/detect_delimiter.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Detect delimiters in string based on allowed delimiters — detect_delimiter","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/detect_delimiter.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Detect delimiters in string based on allowed delimiters — detect_delimiter","text":"","code":"sapply(c(\"Walk - run\", \"Sel__Re\", \"what;now\"), detect_delimiter) #> Walk - run    Sel__Re   what;now  #>      \" - \"       \"__\"        \";\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dim_change_call.html","id":null,"dir":"Reference","previous_headings":"","what":"Dimensions validation — dim_change_call","title":"Dimensions validation — dim_change_call","text":"Dimensions validation","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dim_change_call.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Dimensions validation — dim_change_call","text":"","code":"dim_change_call(before, after, fun)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dim_change_call.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Dimensions validation — dim_change_call","text":"data data fun dimension function. ncol nrow","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dim_change_call.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Dimensions validation — dim_change_call","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-build_version_alert.html","id":null,"dir":"Reference","previous_headings":"","what":"Build a shinyWidgets::alert() UI element for the version banner — .build_version_alert","title":"Build a shinyWidgets::alert() UI element for the version banner — .build_version_alert","text":"Build shinyWidgets::alert() UI element version banner","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-build_version_alert.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Build a shinyWidgets::alert() UI element for the version banner — .build_version_alert","text":"","code":".build_version_alert(   current,   latest,   update_available,   github_user,   github_repo )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-build_version_alert.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Build a shinyWidgets::alert() UI element for the version banner — .build_version_alert","text":"current Current installed version string. latest Latest GitHub release version string, NULL check complete (e.g. internet). update_available Logical; whether latest > current. github_user GitHub username / organisation. github_repo Repository name.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-build_version_alert.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Build a shinyWidgets::alert() UI element for the version banner — .build_version_alert","text":"shinyWidgets::alert() UI element.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-get_latest_github_version.html","id":null,"dir":"Reference","previous_headings":"","what":"Fetch the latest release version from a GitHub repository — .get_latest_github_version","title":"Fetch the latest release version from a GitHub repository — .get_latest_github_version","text":"Fetch latest release version GitHub repository","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-get_latest_github_version.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Fetch the latest release version from a GitHub repository — .get_latest_github_version","text":"","code":".get_latest_github_version(github_user, github_repo)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-get_latest_github_version.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Fetch the latest release version from a GitHub repository — .get_latest_github_version","text":"github_user GitHub username organisation. github_repo Repository name.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-get_latest_github_version.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Fetch the latest release version from a GitHub repository — .get_latest_github_version","text":"character string version tag (e.g. \"1.2.0\"), NULL failure.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-has_internet.html","id":null,"dir":"Reference","previous_headings":"","what":"Check internet connectivity — .has_internet","title":"Check internet connectivity — .has_internet","text":"Check internet connectivity","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-has_internet.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Check internet connectivity — .has_internet","text":"","code":".has_internet()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-has_internet.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Check internet connectivity — .has_internet","text":"Logical; TRUE internet connection available.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-resolve_app_version.html","id":null,"dir":"Reference","previous_headings":"","what":"Resolve the current app version — .resolve_app_version","title":"Resolve the current app version — .resolve_app_version","text":"Tries two strategies order: utils::packageVersion(package_name) – works package installed locally (development, local runApp()). app_version argument – explicit version string supplied caller, e.g. app_version() function bundled app. Used shinyapps.io package installed.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-resolve_app_version.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Resolve the current app version — .resolve_app_version","text":"","code":".resolve_app_version(package_name, app_version = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-resolve_app_version.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Resolve the current app version — .resolve_app_version","text":"package_name Name package / repository. app_version Optional fallback version string.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/dot-resolve_app_version.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Resolve the current app version — .resolve_app_version","text":"character string version (e.g. \"1.1.0\"), NULL neither strategy succeeds.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.html","id":null,"dir":"Reference","previous_headings":"","what":"Drop empty events from REDCap export — drop_empty_event","title":"Drop empty events from REDCap export — drop_empty_event","text":"Drop empty events REDCap export","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Drop empty events from REDCap export — drop_empty_event","text":"","code":"drop_empty_event(data, event = \"redcap_event_name\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Drop empty events from REDCap export — drop_empty_event","text":"data data event \"redcap_event_name\", \"redcap_repeat_instrument\" \"redcap_repeat_instance\"","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Drop empty events from REDCap export — drop_empty_event","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":null,"dir":"Reference","previous_headings":"","what":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"Deparses expression string, substitutes native pipe adds assign","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"","code":"expression_string(data, assign.str = \"\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"data expression","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"","code":"list(   as.symbol(paste0(\"mtcars$\", \"mpg\")),   rlang::call2(.fn = \"select\", !!!list(c(\"cyl\", \"di  sp\")), .ns = \"dplyr\"),   rlang::call2(.fn = \"default_parsing\", .ns = \"FreesearchR\") ) |>   merge_expression() |>   expression_string() #> [1] \"mtcars$mpg |>dplyr::select(c('cyl', 'di  sp')) |>FreesearchR::default_parsing()\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/extract_labels.html","id":null,"dir":"Reference","previous_headings":"","what":"Extract column labels from a data frame — extract_labels","title":"Extract column labels from a data frame — extract_labels","text":"Extract column labels data frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/extract_labels.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Extract column labels from a data frame — extract_labels","text":"","code":"extract_labels(df)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/extract_labels.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Extract column labels from a data frame — extract_labels","text":"df data frame.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/extract_labels.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Extract column labels from a data frame — extract_labels","text":"named character vector label strings (labelled columns included).","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factor_new_levels_labels.html","id":null,"dir":"Reference","previous_headings":"","what":"Simple function to apply new levels and/or labels to factor — factor_new_levels_labels","title":"Simple function to apply new levels and/or labels to factor — factor_new_levels_labels","text":"Simple function apply new levels /labels factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factor_new_levels_labels.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Simple function to apply new levels and/or labels to factor — factor_new_levels_labels","text":"","code":"factor_new_levels_labels(   data,   variable,   new_variable = TRUE,   new_levels = NULL,   new_labels = NULL,   ignore = \"New label\" )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factor_new_levels_labels.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Simple function to apply new levels and/or labels to factor — factor_new_levels_labels","text":"variable factor variable ignore character string ignore new labels new_level new levels, length original new_label new labels, length original","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factor_new_levels_labels.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Simple function to apply new levels and/or labels to factor — factor_new_levels_labels","text":"factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factor_new_levels_labels.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Simple function to apply new levels and/or labels to factor — factor_new_levels_labels","text":"","code":"data_n <- mtcars data_n$cyl <- factor(data_n$cyl) factor_new_levels_labels(data_n, \"cyl\", new_labels = c(\"four\", \"New label\", \"New label\")) #>                      mpg cyl  disp  hp drat    wt  qsec vs am gear carb #> Mazda RX4           21.0   6 160.0 110 3.90 2.620 16.46  0  1    4    4 #> Mazda RX4 Wag       21.0   6 160.0 110 3.90 2.875 17.02  0  1    4    4 #> Datsun 710          22.8   4 108.0  93 3.85 2.320 18.61  1  1    4    1 #> Hornet 4 Drive      21.4   6 258.0 110 3.08 3.215 19.44  1  0    3    1 #> Hornet Sportabout   18.7   8 360.0 175 3.15 3.440 17.02  0  0    3    2 #> Valiant             18.1   6 225.0 105 2.76 3.460 20.22  1  0    3    1 #> Duster 360          14.3   8 360.0 245 3.21 3.570 15.84  0  0    3    4 #> Merc 240D           24.4   4 146.7  62 3.69 3.190 20.00  1  0    4    2 #> Merc 230            22.8   4 140.8  95 3.92 3.150 22.90  1  0    4    2 #> Merc 280            19.2   6 167.6 123 3.92 3.440 18.30  1  0    4    4 #> Merc 280C           17.8   6 167.6 123 3.92 3.440 18.90  1  0    4    4 #> Merc 450SE          16.4   8 275.8 180 3.07 4.070 17.40  0  0    3    3 #> Merc 450SL          17.3   8 275.8 180 3.07 3.730 17.60  0  0    3    3 #> Merc 450SLC         15.2   8 275.8 180 3.07 3.780 18.00  0  0    3    3 #> Cadillac Fleetwood  10.4   8 472.0 205 2.93 5.250 17.98  0  0    3    4 #> Lincoln Continental 10.4   8 460.0 215 3.00 5.424 17.82  0  0    3    4 #> Chrysler Imperial   14.7   8 440.0 230 3.23 5.345 17.42  0  0    3    4 #> Fiat 128            32.4   4  78.7  66 4.08 2.200 19.47  1  1    4    1 #> Honda Civic         30.4   4  75.7  52 4.93 1.615 18.52  1  1    4    2 #> Toyota Corolla      33.9   4  71.1  65 4.22 1.835 19.90  1  1    4    1 #> Toyota Corona       21.5   4 120.1  97 3.70 2.465 20.01  1  0    3    1 #> Dodge Challenger    15.5   8 318.0 150 2.76 3.520 16.87  0  0    3    2 #> AMC Javelin         15.2   8 304.0 150 3.15 3.435 17.30  0  0    3    2 #> Camaro Z28          13.3   8 350.0 245 3.73 3.840 15.41  0  0    3    4 #> Pontiac Firebird    19.2   8 400.0 175 3.08 3.845 17.05  0  0    3    2 #> Fiat X1-9           27.3   4  79.0  66 4.08 1.935 18.90  1  1    4    1 #> Porsche 914-2       26.0   4 120.3  91 4.43 2.140 16.70  0  1    5    2 #> Lotus Europa        30.4   4  95.1 113 3.77 1.513 16.90  1  1    5    2 #> Ford Pantera L      15.8   8 351.0 264 4.22 3.170 14.50  0  1    5    4 #> Ferrari Dino        19.7   6 145.0 175 3.62 2.770 15.50  0  1    5    6 #> Maserati Bora       15.0   8 301.0 335 3.54 3.570 14.60  0  1    5    8 #> Volvo 142E          21.4   4 121.0 109 4.11 2.780 18.60  1  1    4    2 #>                     cyl_updated #> Mazda RX4                     6 #> Mazda RX4 Wag                 6 #> Datsun 710                 four #> Hornet 4 Drive                6 #> Hornet Sportabout             8 #> Valiant                       6 #> Duster 360                    8 #> Merc 240D                  four #> Merc 230                   four #> Merc 280                      6 #> Merc 280C                     6 #> Merc 450SE                    8 #> Merc 450SL                    8 #> Merc 450SLC                   8 #> Cadillac Fleetwood            8 #> Lincoln Continental           8 #> Chrysler Imperial             8 #> Fiat 128                   four #> Honda Civic                four #> Toyota Corolla             four #> Toyota Corona              four #> Dodge Challenger              8 #> AMC Javelin                   8 #> Camaro Z28                    8 #> Pontiac Firebird              8 #> Fiat X1-9                  four #> Porsche 914-2              four #> Lotus Europa               four #> Ford Pantera L                8 #> Ferrari Dino                  6 #> Maserati Bora                 8 #> Volvo 142E                 four"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":null,"dir":"Reference","previous_headings":"","what":"Factorize variables in data.frame — factorize","title":"Factorize variables in data.frame — factorize","text":"Factorize variables data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Factorize variables in data.frame — factorize","text":"","code":"factorize(data, vars)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Factorize variables in data.frame — factorize","text":"data data.frame vars variables force factorize","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Factorize variables in data.frame — factorize","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Factorize variables in data.frame — factorize","text":"","code":"factorize(mtcars, names(mtcars)) #>                      mpg cyl  disp  hp drat    wt  qsec vs am gear carb #> Mazda RX4             21   6   160 110  3.9  2.62 16.46  0  1    4    4 #> Mazda RX4 Wag         21   6   160 110  3.9 2.875 17.02  0  1    4    4 #> Datsun 710          22.8   4   108  93 3.85  2.32 18.61  1  1    4    1 #> Hornet 4 Drive      21.4   6   258 110 3.08 3.215 19.44  1  0    3    1 #> Hornet Sportabout   18.7   8   360 175 3.15  3.44 17.02  0  0    3    2 #> Valiant             18.1   6   225 105 2.76  3.46 20.22  1  0    3    1 #> Duster 360          14.3   8   360 245 3.21  3.57 15.84  0  0    3    4 #> Merc 240D           24.4   4 146.7  62 3.69  3.19    20  1  0    4    2 #> Merc 230            22.8   4 140.8  95 3.92  3.15  22.9  1  0    4    2 #> Merc 280            19.2   6 167.6 123 3.92  3.44  18.3  1  0    4    4 #> Merc 280C           17.8   6 167.6 123 3.92  3.44  18.9  1  0    4    4 #> Merc 450SE          16.4   8 275.8 180 3.07  4.07  17.4  0  0    3    3 #> Merc 450SL          17.3   8 275.8 180 3.07  3.73  17.6  0  0    3    3 #> Merc 450SLC         15.2   8 275.8 180 3.07  3.78    18  0  0    3    3 #> Cadillac Fleetwood  10.4   8   472 205 2.93  5.25 17.98  0  0    3    4 #> Lincoln Continental 10.4   8   460 215    3 5.424 17.82  0  0    3    4 #> Chrysler Imperial   14.7   8   440 230 3.23 5.345 17.42  0  0    3    4 #> Fiat 128            32.4   4  78.7  66 4.08   2.2 19.47  1  1    4    1 #> Honda Civic         30.4   4  75.7  52 4.93 1.615 18.52  1  1    4    2 #> Toyota Corolla      33.9   4  71.1  65 4.22 1.835  19.9  1  1    4    1 #> Toyota Corona       21.5   4 120.1  97  3.7 2.465 20.01  1  0    3    1 #> Dodge Challenger    15.5   8   318 150 2.76  3.52 16.87  0  0    3    2 #> AMC Javelin         15.2   8   304 150 3.15 3.435  17.3  0  0    3    2 #> Camaro Z28          13.3   8   350 245 3.73  3.84 15.41  0  0    3    4 #> Pontiac Firebird    19.2   8   400 175 3.08 3.845 17.05  0  0    3    2 #> Fiat X1-9           27.3   4    79  66 4.08 1.935  18.9  1  1    4    1 #> Porsche 914-2         26   4 120.3  91 4.43  2.14  16.7  0  1    5    2 #> Lotus Europa        30.4   4  95.1 113 3.77 1.513  16.9  1  1    5    2 #> Ford Pantera L      15.8   8   351 264 4.22  3.17  14.5  0  1    5    4 #> Ferrari Dino        19.7   6   145 175 3.62  2.77  15.5  0  1    5    6 #> Maserati Bora         15   8   301 335 3.54  3.57  14.6  0  1    5    8 #> Volvo 142E          21.4   4   121 109 4.11  2.78  18.6  1  1    4    2"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/file_export.html","id":null,"dir":"Reference","previous_headings":"","what":"Title — file_export","title":"Title — file_export","text":"Title","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/file_export.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Title — file_export","text":"","code":"file_export(data, output.format = c(\"df\", \"teal\", \"list\"), filename, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/file_export.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Title — file_export","text":"data data output.format output filename filename ... passed ","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/file_export.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Title — file_export","text":"data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/format_writer.html","id":null,"dir":"Reference","previous_headings":"","what":"Merges list of named arguments for qmd header generation — format_writer","title":"Merges list of named arguments for qmd header generation — format_writer","text":"Merges list named arguments qmd header generation","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/format_writer.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Merges list of named arguments for qmd header generation — format_writer","text":"","code":"format_writer(data, name)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/format_writer.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Merges list of named arguments for qmd header generation — format_writer","text":"data vector name name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/format_writer.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Merges list of named arguments for qmd header generation — format_writer","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/generate_colors.html","id":null,"dir":"Reference","previous_headings":"","what":"Generate N Colors from a Specified Color Palette — generate_colors","title":"Generate N Colors from a Specified Color Palette — generate_colors","text":"flexible wrapper around multiple color palette libraries, returning N colors character vector hex codes. Supports palettes viridisLite, base R grDevices, RColorBrewer.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/generate_colors.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Generate N Colors from a Specified Color Palette — generate_colors","text":"","code":"generate_colors(n, palette = \"viridis\", ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/generate_colors.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Generate N Colors from a Specified Color Palette — generate_colors","text":"n integer. Number colors generate. Must positive integer. palette character(1). Name color palette use. Case-insensitive. Supported options: viridisLite \"viridis\", \"magma\", \"plasma\", \"inferno\", \"cividis\", \"mako\", \"rocket\", \"turbo\" grDevices \"hcl\", \"rainbow\", \"heat\", \"terrain\", \"topo\" RColorBrewer palette name RColorBrewer::brewer.pal.info, e.g. \"Set1\", \"Blues\", \"Dark2\". n exceeds palette maximum, colors interpolated via colorRampPalette. ... Additional arguments passed underlying palette function. example, alpha, direction, begin, end forwarded viridis; palette forwarded hcl.colors.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/generate_colors.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Generate N Colors from a Specified Color Palette — generate_colors","text":"character vector length n containing hex color codes (e.g. \"#440154FF\").","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/reference/generate_colors.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Generate N Colors from a Specified Color Palette — generate_colors","text":"","code":"# viridisLite palettes generate_colors(5, \"viridis\") #> [1] \"#440154FF\" \"#3B528BFF\" \"#21908CFF\" \"#5DC863FF\" \"#FDE725FF\" generate_colors(5, \"plasma\") #> [1] \"#0D0887FF\" \"#7E03A8FF\" \"#CC4678FF\" \"#F89441FF\" \"#F0F921FF\" generate_colors(5, \"viridis\", alpha = 0.8, direction = -1) #> [1] \"#FDE725CC\" \"#5DC863CC\" \"#21908CCC\" \"#3B528BCC\" \"#440154CC\"  # Base R grDevices generate_colors(5, \"rainbow\") #> [1] \"#FF0000\" \"#CCFF00\" \"#00FF66\" \"#0066FF\" \"#CC00FF\" generate_colors(8, \"hcl\", palette = \"Dark 3\") #> Warning: NAs introduced by coercion #> [1] \"#E16A86FF\" \"#C7821CFF\" \"#909800FF\" \"#00A846FF\" \"#00AD9AFF\" \"#00A2D3FF\" #> [7] \"#9183E6FF\" \"#D766C9FF\"  # RColorBrewer generate_colors(5, \"Set1\") #> [1] \"#E41A1C\" \"#377EB8\" \"#4DAF4A\" \"#984EA3\" \"#FF7F00\" generate_colors(5, \"Blues\") #> [1] \"#EFF3FF\" \"#BDD7E7\" \"#6BAED6\" \"#3182BD\" \"#08519C\" generate_colors(12, \"Set1\")  # interpolates beyond palette max of 9 #>  [1] \"#E41A1C\" \"#66628D\" \"#419486\" \"#5A9D5A\" \"#91569A\" \"#D96D3B\" \"#FFAD12\" #>  [8] \"#F6EF32\" \"#B6742A\" \"#D26D7A\" \"#DD87B4\" \"#999999\"  # Drop-in replacement for viridisLite::viridis() # generate_colors(n = length(levels(data_orig[[pri]])), palette = \"viridis\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_data_packages.html","id":null,"dir":"Reference","previous_headings":"","what":"Get packages containing datasets — get_data_packages","title":"Get packages containing datasets — get_data_packages","text":"Get packages containing datasets","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_data_packages.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get packages containing datasets — get_data_packages","text":"","code":"get_data_packages()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_data_packages.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get packages containing datasets — get_data_packages","text":"character vector packages names","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_data_packages.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get packages containing datasets — get_data_packages","text":"","code":"if (interactive()) {    get_data_packages()  }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_dimensions.html","id":null,"dir":"Reference","previous_headings":"","what":"Extension of the helper function from datamods — get_dimensions","title":"Extension of the helper function from datamods — get_dimensions","text":"Extension helper function datamods","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_dimensions.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Extension of the helper function from datamods — get_dimensions","text":"","code":"get_dimensions(objs, filter_df = TRUE)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_dimensions.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Extension of the helper function from datamods — get_dimensions","text":"objs objs filter_df flag include data frames","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_dimensions.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Extension of the helper function from datamods — get_dimensions","text":"vector data frames package names attr","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the function options based on the selected function description — get_fun_options","title":"Get the function options based on the selected function description — get_fun_options","text":"Get function options based selected function description","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the function options based on the selected function description — get_fun_options","text":"","code":"get_fun_options(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the function options based on the selected function description — get_fun_options","text":"data vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the function options based on the selected function description — get_fun_options","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the function options based on the selected function description — get_fun_options","text":"","code":"mtcars |>   default_parsing() |>   dplyr::pull(mpg) |>   possible_functions(design = \"cross-sectional\") |>   (\\(.x){     .x[[1]]   })() |>   get_fun_options() #> $lm #> $lm$descr #> [1] \"Linear regression model\" #>  #> $lm$design #> [1] \"cross-sectional\" #>  #> $lm$out.type #> [1] \"continuous\" #>  #> $lm$fun #> [1] \"stats::lm\" #>  #> $lm$args.list #> NULL #>  #> $lm$formula.str #> [1] \"{outcome.str}~{paste(vars,collapse='+')}\" #>  #> $lm$table.fun #> [1] \"gtsummary::tbl_regression\" #>  #> $lm$table.args.list #> $lm$table.args.list$exponentiate #> [1] FALSE #>  #>  #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":null,"dir":"Reference","previous_headings":"","what":"Print label, and if missing print variable name for plots — get_label","title":"Print label, and if missing print variable name for plots — get_label","text":"Print label, missing print variable name plots","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Print label, and if missing print variable name for plots — get_label","text":"","code":"get_label(data, var = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Print label, and if missing print variable name for plots — get_label","text":"data vector data frame var variable name. Optional.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Print label, and if missing print variable name for plots — get_label","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Print label, and if missing print variable name for plots — get_label","text":"","code":"mtcars |> get_label(var = \"mpg\") #> [1] \"mpg\" mtcars |> get_label() #> [1] \"mtcars\" mtcars$mpg |> get_label() #> [1] \"mtcars$mpg\" gtsummary::trial |> get_label(var = \"trt\") #> [1] \"Chemotherapy Treatment\" gtsummary::trial$trt |> get_label() #> [1] \"Chemotherapy Treatment\" 1:10 |> get_label() #> [1] \"1:10\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_list_elements.html","id":null,"dir":"Reference","previous_headings":"","what":"Subset elements from list of lists — get_list_elements","title":"Subset elements from list of lists — get_list_elements","text":"General function sub-setting details stored list dictionaries.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_list_elements.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Subset elements from list of lists — get_list_elements","text":"","code":"get_list_elements(name, element, dict = cut_methods())"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_list_elements.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Subset elements from list of lists — get_list_elements","text":"name list name lookup element element get dict dictionary use","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_list_elements.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Subset elements from list of lists — get_list_elements","text":"named vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_list_elements.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Subset elements from list of lists — get_list_elements","text":"","code":"get_list_elements(c(\"top\", \"bottom\"), \"descr\") #> Error in cut_methods(): object 'i18n' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the function options based on the selected function description — get_plot_options","title":"Get the function options based on the selected function description — get_plot_options","text":"Get function options based selected function description","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the function options based on the selected function description — get_plot_options","text":"","code":"get_plot_options(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the function options based on the selected function description — get_plot_options","text":"data vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the function options based on the selected function description — get_plot_options","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the function options based on the selected function description — get_plot_options","text":"","code":"ls <- mtcars |>   default_parsing() |>   dplyr::pull(mpg) |>   possible_plots() |>   (\\(.x){     .x[[1]]   })() |>   get_plot_options() #> Error in supported_plots(): object 'i18n' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_var_icon.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily get variable icon based on data type or class — get_var_icon","title":"Easily get variable icon based on data type or class — get_var_icon","text":"Easily get variable icon based data type class","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_var_icon.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily get variable icon based on data type or class — get_var_icon","text":"","code":"get_var_icon(data, class.type = c(\"class\", \"type\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_var_icon.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily get variable icon based on data type or class — get_var_icon","text":"data variable data frame class.type \"type\" \"class\". Default \"class\"","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_var_icon.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily get variable icon based on data type or class — get_var_icon","text":"svg icon","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_var_icon.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily get variable icon based on data type or class — get_var_icon","text":"","code":"mtcars[1] |> get_var_icon(\"class\") #> $mpg #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\"><\/path> #>   <title>calculator-light<\/title> #> <\/svg> #>  default_parsing(mtcars) |> get_var_icon() #> $mpg #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\"><\/path> #>   <title>calculator-light<\/title> #> <\/svg> #>  #> $cyl #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M224,202H214V40a6,6,0,0,0-6-6H152a6,6,0,0,0-6,6V82H96a6,6,0,0,0-6,6v42H48a6,6,0,0,0-6,6v66H32a6,6,0,0,0,0,12H224a6,6,0,0,0,0-12ZM158,46h44V202H158ZM102,94h44V202H102ZM54,142H90v60H54Z\"><\/path> #>   <title>chart-bar-light<\/title> #> <\/svg> #>  #> $disp #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\"><\/path> #>   <title>calculator-light<\/title> #> <\/svg> #>  #> $hp #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\"><\/path> #>   <title>calculator-light<\/title> #> <\/svg> #>  #> $drat #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\"><\/path> #>   <title>calculator-light<\/title> #> <\/svg> #>  #> $wt #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\"><\/path> #>   <title>calculator-light<\/title> #> <\/svg> #>  #> $qsec #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a6,6,0,0,0-6,6v48a6,6,0,0,0,6,6h96a6,6,0,0,0,6-6V64A6,6,0,0,0,176,58Zm-6,48H86V70h84Zm30-80H56A14,14,0,0,0,42,40V216a14,14,0,0,0,14,14H200a14,14,0,0,0,14-14V40A14,14,0,0,0,200,26Zm2,190a2,2,0,0,1-2,2H56a2,2,0,0,1-2-2V40a2,2,0,0,1,2-2H200a2,2,0,0,1,2,2ZM98,148a10,10,0,1,1-10-10A10,10,0,0,1,98,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,148Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,148ZM98,188a10,10,0,1,1-10-10A10,10,0,0,1,98,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,138,188Zm40,0a10,10,0,1,1-10-10A10,10,0,0,1,178,188Z\"><\/path> #>   <title>calculator-light<\/title> #> <\/svg> #>  #> $vs #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a70,70,0,0,0,0,140h96a70,70,0,0,0,0-140Zm0,128H80A58,58,0,0,1,80,70h96a58,58,0,0,1,0,116ZM80,90a38,38,0,1,0,38,38A38,38,0,0,0,80,90Zm0,64a26,26,0,1,1,26-26A26,26,0,0,1,80,154Z\"><\/path> #>   <title>toggle-left-light<\/title> #> <\/svg> #>  #> $am #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M176,58H80a70,70,0,0,0,0,140h96a70,70,0,0,0,0-140Zm0,128H80A58,58,0,0,1,80,70h96a58,58,0,0,1,0,116ZM80,90a38,38,0,1,0,38,38A38,38,0,0,0,80,90Zm0,64a26,26,0,1,1,26-26A26,26,0,0,1,80,154Z\"><\/path> #>   <title>toggle-left-light<\/title> #> <\/svg> #>  #> $gear #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M224,202H214V40a6,6,0,0,0-6-6H152a6,6,0,0,0-6,6V82H96a6,6,0,0,0-6,6v42H48a6,6,0,0,0-6,6v66H32a6,6,0,0,0,0,12H224a6,6,0,0,0,0-12ZM158,46h44V202H158ZM102,94h44V202H102ZM54,142H90v60H54Z\"><\/path> #>   <title>chart-bar-light<\/title> #> <\/svg> #>  #> $carb #> <svg xmlns=\"http://www.w3.org/2000/svg\" viewbox=\"0 0 256 256\" class=\"phosphor-svg\" height=\"1.33em\" fill=\"currentColor\" style=\"vertical-align:-0.25em;\"> #>   <path d=\"M224,202H214V40a6,6,0,0,0-6-6H152a6,6,0,0,0-6,6V82H96a6,6,0,0,0-6,6v42H48a6,6,0,0,0-6,6v66H32a6,6,0,0,0,0,12H224a6,6,0,0,0,0-12ZM158,46h44V202H158ZM102,94h44V202H102ZM54,142H90v60H54Z\"><\/path> #>   <title>chart-bar-light<\/title> #> <\/svg> #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"function follows idea comment: https://stackoverflow.com/questions/38983179/-call--function--r-without-loading--package","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"","code":"getfun(x)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"x function function name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"function character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"","code":"getfun(\"stats::lm\") #> function (formula, data, subset, weights, na.action, method = \"qr\",  #>     model = TRUE, x = FALSE, y = FALSE, qr = TRUE, singular.ok = TRUE,  #>     contrasts = NULL, offset, ...)  #> { #>     ret.x <- x #>     ret.y <- y #>     cl <- match.call() #>     mf <- match.call(expand.dots = FALSE) #>     m <- match(c(\"formula\", \"data\", \"subset\", \"weights\", \"na.action\",  #>         \"offset\"), names(mf), 0L) #>     mf <- mf[c(1L, m)] #>     mf$drop.unused.levels <- TRUE #>     mf[[1L]] <- quote(stats::model.frame) #>     mf <- eval(mf, parent.frame()) #>     if (method == \"model.frame\")  #>         return(mf) #>     else if (method != \"qr\")  #>         warning(gettextf(\"method = '%s' is not supported. Using 'qr'\",  #>             method), domain = NA) #>     mt <- attr(mf, \"terms\") #>     y <- model.response(mf, \"numeric\") #>     w <- as.vector(model.weights(mf)) #>     if (!is.null(w) && !is.numeric(w))  #>         stop(\"'weights' must be a numeric vector\") #>     offset <- model.offset(mf) #>     mlm <- is.matrix(y) #>     ny <- if (mlm)  #>         nrow(y) #>     else length(y) #>     if (!is.null(offset)) { #>         if (!mlm)  #>             offset <- as.vector(offset) #>         if (NROW(offset) != ny)  #>             stop(gettextf(\"number of offsets is %d, should equal %d (number of observations)\",  #>                 NROW(offset), ny), domain = NA) #>     } #>     if (is.empty.model(mt)) { #>         x <- NULL #>         z <- list(coefficients = if (mlm) matrix(NA_real_, 0,  #>             ncol(y)) else numeric(), residuals = y, fitted.values = 0 *  #>             y, weights = w, rank = 0L, df.residual = if (!is.null(w)) sum(w !=  #>             0) else ny) #>         if (!is.null(offset)) { #>             z$fitted.values <- offset #>             z$residuals <- y - offset #>         } #>     } #>     else { #>         x <- model.matrix(mt, mf, contrasts) #>         z <- if (is.null(w))  #>             lm.fit(x, y, offset = offset, singular.ok = singular.ok,  #>                 ...) #>         else lm.wfit(x, y, w, offset = offset, singular.ok = singular.ok,  #>             ...) #>     } #>     class(z) <- c(if (mlm) \"mlm\", \"lm\") #>     z$na.action <- attr(mf, \"na.action\") #>     z$offset <- offset #>     z$contrasts <- attr(x, \"contrasts\") #>     z$xlevels <- .getXlevels(mt, mf) #>     z$call <- cl #>     z$terms <- mt #>     if (model)  #>         z$model <- mf #>     if (ret.x)  #>         z$x <- x #>     if (ret.y)  #>         z$y <- y #>     if (!qr)  #>         z$qr <- NULL #>     z #> } #> <bytecode: 0x563fc37fad10> #> <environment: namespace:stats>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.html","id":null,"dir":"Reference","previous_headings":"","what":"GGplot default theme for plotting export objects — gg_theme_export","title":"GGplot default theme for plotting export objects — gg_theme_export","text":"GGplot default theme plotting export objects","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"GGplot default theme for plotting export objects — gg_theme_export","text":"","code":"gg_theme_export()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"GGplot default theme for plotting export objects — gg_theme_export","text":"data ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"GGplot default theme for plotting export objects — gg_theme_export","text":"ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.html","id":null,"dir":"Reference","previous_headings":"","what":"GGplot default theme for plotting in Shiny — gg_theme_shiny","title":"GGplot default theme for plotting in Shiny — gg_theme_shiny","text":"GGplot default theme plotting Shiny","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"GGplot default theme for plotting in Shiny — gg_theme_shiny","text":"","code":"gg_theme_shiny()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"GGplot default theme for plotting in Shiny — gg_theme_shiny","text":"data ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"GGplot default theme for plotting in Shiny — gg_theme_shiny","text":"ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ggeulerr.html","id":null,"dir":"Reference","previous_headings":"","what":"Area proportional venn diagrams — ggeulerr","title":"Area proportional venn diagrams — ggeulerr","text":"slightly modified https://gist.github.com/danlooo/d23d8bcf8856c7dd8e86266097404ded functions uses eulerr::euler plot area proportional venn diagramms plots using ggplot2","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ggeulerr.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Area proportional venn diagrams — ggeulerr","text":"","code":"ggeulerr(combinations, show_quantities = TRUE, show_labels = TRUE, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ggeulerr.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Area proportional venn diagrams — ggeulerr","text":"combinations set relationships named numeric vector, matrix, data.frame(See eulerr::euler) show_quantities whether show number intersecting elements show_labels whether show set names ... arguments passed eulerr::euler","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":null,"dir":"Reference","previous_headings":"","what":"Matches pattern to vector based on match type — grepl_fix","title":"Matches pattern to vector based on match type — grepl_fix","text":"Matches pattern vector based match type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Matches pattern to vector based on match type — grepl_fix","text":"","code":"grepl_fix(data, pattern, type = c(\"prefix\", \"infix\", \"suffix\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Matches pattern to vector based on match type — grepl_fix","text":"data vector pattern pattern(s) match. Character vector length 1 . type type match. can one \"prefix\",\"infix\" \"suffix\".","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Matches pattern to vector based on match type — grepl_fix","text":"logical vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Matches pattern to vector based on match type — grepl_fix","text":"","code":"c(\"id\", \"age\", \"weight_0\", \"weight_1\") |> grepl_fix(pattern = c(\"_0\", \"_1\"), type = \"suffix\") #> [1] FALSE FALSE  TRUE  TRUE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":null,"dir":"Reference","previous_headings":"","what":"Return if available — if_not_missing","title":"Return if available — if_not_missing","text":"Return available","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Return if available — if_not_missing","text":"","code":"if_not_missing(data, default = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Return if available — if_not_missing","text":"data vector default assigned value missings","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Return if available — if_not_missing","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Return if available — if_not_missing","text":"","code":"NULL |> if_not_missing(\"new\") #> [1] \"new\" c(2, \"a\", NA) |> if_not_missing() #> [1] \"2\" \"a\" \"See\" |> if_not_missing() #> [1] \"See\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file-type.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to ease data file import — import-file-type","title":"Wrapper to ease data file import — import-file-type","text":"Wrapper ease data file import","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file-type.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to ease data file import — import-file-type","text":"","code":"import_delim(file, skip, encoding, na.strings)  import_xls(file, sheet, skip, na.strings)  import_ods(file, sheet, skip, na.strings)  import_dta(file)  import_rds(file)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file-type.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to ease data file import — import-file-type","text":"file path file skip number row skip encoding file encoding na.strings character(s) interpret missing values. sheet Excel files, sheet read","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file-type.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to ease data file import — import-file-type","text":"data.frame data.frame data.frame data.frame data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file.html","id":null,"dir":"Reference","previous_headings":"","what":"Import data from a file — import-file","title":"Import data from a file — import-file","text":"Let user upload file import data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Import data from a file — import-file","text":"","code":"import_file_ui(   id,   title = \"\",   preview_data = TRUE,   file_extensions = c(\".csv\", \".txt\", \".xls\", \".xlsx\", \".rds\", \".fst\", \".sas7bdat\",     \".sav\"),   layout_params = c(\"dropdown\", \"inline\"),   limit_default = 10000,   limit_upper = 10000,   limit_lower = 0 )  import_file_server(   id,   btn_show_data = TRUE,   show_data_in = c(\"popup\", \"modal\"),   trigger_return = c(\"button\", \"change\"),   return_class = c(\"data.frame\", \"data.table\", \"tbl_df\", \"raw\"),   reset = reactive(NULL) )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Import data from a file — import-file","text":"preview_data Show preview data file input. file_extensions File extensions accepted shiny::fileInput(), can also MIME type. layout_params display import parameters : dropdown button inline file input.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file_module.html","id":null,"dir":"Reference","previous_headings":"","what":"Test app for the import_file module — import_file_demo_app","title":"Test app for the import_file module — import_file_demo_app","text":"Test app import_file module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file_module.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test app for the import_file module — import_file_demo_app","text":"","code":"import_file_demo_app()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file_module.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test app for the import_file module — import_file_demo_app","text":"","code":"if (FALSE) { # \\dontrun{ import_file_demo_app() } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-globalenv.html","id":null,"dir":"Reference","previous_headings":"","what":"Import data from an Environment — import-globalenv","title":"Import data from an Environment — import-globalenv","text":"Let user select dataset environment package's environment. Modified datamods","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-globalenv.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Import data from an Environment — import-globalenv","text":"","code":"import_globalenv_ui(   id,   globalenv = TRUE,   packages = datamods::get_data_packages(),   title = TRUE )  import_globalenv_server(   id,   btn_show_data = TRUE,   show_data_in = c(\"popup\", \"modal\"),   trigger_return = c(\"button\", \"change\"),   return_class = c(\"data.frame\", \"data.table\", \"tbl_df\", \"raw\"),   reset = reactive(NULL),   limit_data = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-globalenv.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Import data from an Environment — import-globalenv","text":"id Module's ID. globalenv Search data Global environment. packages Name packages search data. title Module's title, TRUE use default title, use NULL title shiny.tag custom one. btn_show_data Display button display data modal window import successful. show_data_in display data: \"popup\" \"modal\" window. trigger_return update selected data: \"button\" (user click button) \"change\" (time user select dataset list). return_class Class returned data: data.frame, data.table, tbl_df (tibble) raw. reset reactive function triggered resets data. limit_data upper limit imported data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/index_embed.html","id":null,"dir":"Reference","previous_headings":"","what":"Split vector by an index and embed addition — index_embed","title":"Split vector by an index and embed addition — index_embed","text":"Split vector index embed addition","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/index_embed.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Split vector by an index and embed addition — index_embed","text":"","code":"index_embed(data, index, add = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/index_embed.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Split vector by an index and embed addition — index_embed","text":"data vector index split index add addition","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/index_embed.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Split vector by an index and embed addition — index_embed","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":null,"dir":"Reference","previous_headings":"","what":"Test class — is_any_class","title":"Test class — is_any_class","text":"Test class","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test class — is_any_class","text":"","code":"is_any_class(data, class.vec)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Test class — is_any_class","text":"data data class.vec vector class names test","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Test class — is_any_class","text":"factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test class — is_any_class","text":"","code":"if (FALSE) { # \\dontrun{ vapply(REDCapCAST::redcapcast_data, \\(.x){   is_any_class(.x, c(\"hms\", \"Date\", \"POSIXct\", \"POSIXt\")) }, logical(1)) } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":null,"dir":"Reference","previous_headings":"","what":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"Checks elements vector equally spaced indication ID","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"","code":"is_consecutive(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"data vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"logical","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"","code":"1:10 |> is_consecutive() #> [1] TRUE sample(1:100,40) |> is_consecutive() #> [1] FALSE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":null,"dir":"Reference","previous_headings":"","what":"Test is date/datetime/time — is_datetime","title":"Test is date/datetime/time — is_datetime","text":"Test date/datetime/time","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test is date/datetime/time — is_datetime","text":"","code":"is_datetime(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Test is date/datetime/time — is_datetime","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Test is date/datetime/time — is_datetime","text":"factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test is date/datetime/time — is_datetime","text":"","code":"vapply(REDCapCAST::redcapcast_data, is_datetime, logical(1)) #>                    record_id            redcap_event_name  #>                        FALSE                        FALSE  #>     redcap_repeat_instrument       redcap_repeat_instance  #>                        FALSE                        FALSE  #>                          cpr                    inclusion  #>                        FALSE                         TRUE  #>               inclusion_time                          dob  #>                         TRUE                         TRUE  #>                          age                  age_integer  #>                        FALSE                        FALSE  #>                          sex                 cohabitation  #>                        FALSE                        FALSE  #>                 hypertension                     diabetes  #>                        FALSE                        FALSE  #>                       region baseline_data_start_complete  #>                        FALSE                        FALSE  #>                 mrs_assessed                     mrs_date  #>                        FALSE                         TRUE  #>                    mrs_score                 mrs_complete  #>                        FALSE                        FALSE  #>                      con_mrs                     con_calc  #>                        FALSE                        FALSE  #>           consensus_complete               event_datetime  #>                        FALSE                         TRUE  #>                    event_age                   event_type  #>                        FALSE                        FALSE  #>           new_event_complete  #>                        FALSE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.html","id":null,"dir":"Reference","previous_headings":"","what":"Test if element is identical to the previous — is_identical_to_previous","title":"Test if element is identical to the previous — is_identical_to_previous","text":"Test element identical previous","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test if element is identical to the previous — is_identical_to_previous","text":"","code":"is_identical_to_previous(data, no.name = TRUE)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Test if element is identical to the previous — is_identical_to_previous","text":"data data. vector, data.frame list .name logical remove names attribute testing","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Test if element is identical to the previous — is_identical_to_previous","text":"logical vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test if element is identical to the previous — is_identical_to_previous","text":"","code":"c(1, 1, 2, 3, 3, 2, 4, 4) |> is_identical_to_previous() #> [1] FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE mtcars[c(1, 1, 2, 3, 3, 2, 4, 4)] |> is_identical_to_previous() #> [1] FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE list(1, 1, list(2), \"A\", \"a\", \"a\") |> is_identical_to_previous() #> [1] FALSE  TRUE FALSE FALSE FALSE  TRUE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_splittable.html","id":null,"dir":"Reference","previous_headings":"","what":"Determine if any variable in data frame character and contains recognized delimiters — is_splittable","title":"Determine if any variable in data frame character and contains recognized delimiters — is_splittable","text":"Determine variable data frame character contains recognized delimiters","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_splittable.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Determine if any variable in data frame character and contains recognized delimiters — is_splittable","text":"","code":"is_splittable(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_splittable.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Determine if any variable in data frame character and contains recognized delimiters — is_splittable","text":"data vector data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_splittable.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Determine if any variable in data frame character and contains recognized delimiters — is_splittable","text":"logical","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_splittable.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Determine if any variable in data frame character and contains recognized delimiters — is_splittable","text":"","code":"any(apply(mtcars, 2, is_splittable)) #> [1] FALSE is_splittable(mtcars) #>   mpg   cyl  disp    hp  drat    wt  qsec    vs    am  gear  carb  #> FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":null,"dir":"Reference","previous_headings":"","what":"Test if url is valid format for REDCap API — is_valid_redcap_url","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"Test url valid format REDCap API","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"","code":"is_valid_redcap_url(url)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"url url","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"logical","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"","code":"url <- c(   \"www.example.com\",   \"redcap.your.inst/api/\",   \"https://redcap.your.inst/api/\",   \"https://your.inst/redcap/api/\",   \"https://www.your.inst/redcap/api/\" ) is_valid_redcap_url(url) #> [1] FALSE FALSE  TRUE  TRUE  TRUE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":null,"dir":"Reference","previous_headings":"","what":"Validate REDCap token — is_valid_token","title":"Validate REDCap token — is_valid_token","text":"Validate REDCap token","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Validate REDCap token — is_valid_token","text":"","code":"is_valid_token(token, pattern_env = NULL, nchar = 32)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Validate REDCap token — is_valid_token","text":"token token pattern_env pattern","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Validate REDCap token — is_valid_token","text":"logical","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Validate REDCap token — is_valid_token","text":"","code":"token <- paste(sample(c(1:9, LETTERS[1:6]), 32, TRUE), collapse = \"\") is_valid_token(token) #> [1] TRUE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/label_report.html","id":null,"dir":"Reference","previous_headings":"","what":"Print a tidy summary of column labels — label_report","title":"Print a tidy summary of column labels — label_report","text":"Print tidy summary column labels","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/label_report.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Print a tidy summary of column labels — label_report","text":"","code":"label_report(df, missing_marker = \"(no label)\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/label_report.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Print a tidy summary of column labels — label_report","text":"df data frame. missing_marker String used column label. Default: \"(label)\".","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/label_report.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Print a tidy summary of column labels — label_report","text":"column / class / label data frame, printed returned invisibly.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/landing_page_ui.html","id":null,"dir":"Reference","previous_headings":"","what":"Tag list of elements for the FreesearchR landing page — landing_page_ui","title":"Tag list of elements for the FreesearchR landing page — landing_page_ui","text":"Tag list elements FreesearchR landing page","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/landing_page_ui.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Tag list of elements for the FreesearchR landing page — landing_page_ui","text":"","code":"landing_page_ui(i18n)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/landing_page_ui.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Tag list of elements for the FreesearchR landing page — landing_page_ui","text":"i18n i18n function loaded UI","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/landing_page_ui.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Tag list of elements for the FreesearchR landing page — landing_page_ui","text":"tag list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily launch the FreesearchR app — launch_FreesearchR","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"data.frames global environment accessible app.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"","code":"launch_FreesearchR(   include_globalenv = TRUE,   data_limit_default = 1000,   data_limit_upper = 1e+05,   data_limit_lower = 1,   check_app_version = FALSE,   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"include_globalenv flag include global env (local data) option loading data data_limit_default default data set observations limit data_limit_upper data set observations upper limit data_limit_lower data set observations lower limit check_app_version always attempt check app version latest release GitHub. Default FALSE ... passed shiny::runApp()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"shiny app","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"","code":"if (FALSE) { # \\dontrun{ data(mtcars) launch_FreesearchR(launch.browser = TRUE) } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_data_size.html","id":null,"dir":"Reference","previous_headings":"","what":"Limit the allowed data set size by number of cells — limit_data_size","title":"Limit the allowed data set size by number of cells — limit_data_size","text":"function may act guard hosted app large data sets addition file size limitations. function limit data set dropping rows. limit set 0 NULL, original data set returned.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_data_size.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Limit the allowed data set size by number of cells — limit_data_size","text":"","code":"limit_data_size(data, limit = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_data_size.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Limit the allowed data set size by number of cells — limit_data_size","text":"data data.frame limit cell number limit. Default NULL.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_data_size.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Limit the allowed data set size by number of cells — limit_data_size","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_data_size.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Limit the allowed data set size by number of cells — limit_data_size","text":"","code":"prod(dim(mtcars)) #> [1] 352 limit_data_size(mtcars,2) #>           mpg cyl #> Mazda RX4  21   6 limit_data_size(mtcars,100) #>                    mpg cyl  disp  hp drat    wt  qsec vs am gear carb #> Mazda RX4         21.0   6 160.0 110 3.90 2.620 16.46  0  1    4    4 #> Mazda RX4 Wag     21.0   6 160.0 110 3.90 2.875 17.02  0  1    4    4 #> Datsun 710        22.8   4 108.0  93 3.85 2.320 18.61  1  1    4    1 #> Hornet 4 Drive    21.4   6 258.0 110 3.08 3.215 19.44  1  0    3    1 #> Hornet Sportabout 18.7   8 360.0 175 3.15 3.440 17.02  0  0    3    2 #> Valiant           18.1   6 225.0 105 2.76 3.460 20.22  1  0    3    1 #> Duster 360        14.3   8 360.0 245 3.21 3.570 15.84  0  0    3    4 #> Merc 240D         24.4   4 146.7  62 3.69 3.190 20.00  1  0    4    2 #> Merc 230          22.8   4 140.8  95 3.92 3.150 22.90  1  0    4    2"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily round log scale limits for nice plots — limit_log","title":"Easily round log scale limits for nice plots — limit_log","text":"Easily round log scale limits nice plots","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily round log scale limits for nice plots — limit_log","text":"","code":"limit_log(data, fun, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily round log scale limits for nice plots — limit_log","text":"data data fun rounding function (floor/ceiling) ... ignored","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily round log scale limits for nice plots — limit_log","text":"numeric vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily round log scale limits for nice plots — limit_log","text":"","code":"limit_log(-.1, floor) #> [1] 0.7 limit_log(.1, ceiling) #> [1] 2 limit_log(-2.1, ceiling) #> [1] 0.008 limit_log(2.1, ceiling) #> [1] 200"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":null,"dir":"Reference","previous_headings":"","what":"Line breaking at given number of characters for nicely plotting labels — line_break","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"Line breaking given number characters nicely plotting labels","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"","code":"line_break(data, lineLength = 20, force = FALSE)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"data string lineLength maximum line length fixed flag force split exactly value given lineLength. Default FALSE, splitting spaces.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"","code":"\"Lorem ipsum... you know the routine\" |> line_break() #> [1] \"Lorem ipsum... you\\nknow the routine\" paste(sample(letters[1:10], 100, TRUE), collapse = \"\") |> line_break(force = TRUE) #> [1] \"bfheegaaihgbigiecjjc\\nejbhjfgbdbegciiccfeg\\nbgccehdajdebjihfdbcg\\nacigaffbaadgbabdedhf\\njeaifgdbjhieaca\\n\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/list_pkg_data.html","id":null,"dir":"Reference","previous_headings":"","what":"List dataset contained in a package — list_pkg_data","title":"List dataset contained in a package — list_pkg_data","text":"List dataset contained package","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/list_pkg_data.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"List dataset contained in a package — list_pkg_data","text":"","code":"list_pkg_data(pkg)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/list_pkg_data.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"List dataset contained in a package — list_pkg_data","text":"pkg Name package, must installed.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/list_pkg_data.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"List dataset contained in a package — list_pkg_data","text":"character vector NULL.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/list_pkg_data.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"List dataset contained in a package — list_pkg_data","text":"","code":"list_pkg_data(\"ggplot2\") #>  [1] \"diamonds\"       \"economics\"      \"economics_long\" \"faithfuld\"      #>  [5] \"luv_colours\"    \"midwest\"        \"mpg\"            \"msleep\"         #>  [9] \"presidential\"   \"seals\"          \"txhousing\"      #> attr(,\"package\") #> [1] \"ggplot2\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/make_validation.html","id":null,"dir":"Reference","previous_headings":"","what":"Create validation data.frame — make_validation","title":"Create validation data.frame — make_validation","text":"Create validation data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/make_validation.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create validation data.frame — make_validation","text":"","code":"make_validation(ls, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/make_validation.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create validation data.frame — make_validation","text":"ls validation list ... magic dots","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/make_validation.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create validation data.frame — make_validation","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/make_validation.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create validation data.frame — make_validation","text":"","code":"i18n <- shiny.i18n::Translator$new(translation_csvs_path = here::here(\"inst/translations\")) #> Warning: You didn't specify config translation yaml file. Default settings are used. i18n$set_translation_language(\"en\") df_original <- mtcars df_original[1, 2:4] <- NA df_obs <- df_original |> dplyr::filter(carb == 4) df_vars <- df_original[1:7] val <- purrr::map2(   .x = validation_lib(),   .y = list(     list(x = df_original, y = df_obs),     list(x = df_original, y = df_vars),     list(x = df_original)   ),   make_validation ) #> Error in validation_lib(): could not find function \"validation_lib\" val |> make_validation_alerts() #> Error: object 'val' not found  val2 <- purrr::map2(   .x = validation_lib()[2],   .y = list(list(x = mtcars, y = mtcars[0])),   make_validation ) #> Error in validation_lib(): could not find function \"validation_lib\" val2 |> make_validation_alerts() #> Error: object 'val2' not found  val3 <- make_validation(   ls = validation_lib()[[2]],   list(x = mtcars, y = mtcars[0]) ) #> Error in validation_lib(): could not find function \"validation_lib\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/make_validation_alerts.html","id":null,"dir":"Reference","previous_headings":"","what":"Create alert from validation data.frame — make_validation_alerts","title":"Create alert from validation data.frame — make_validation_alerts","text":"Create alert validation data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/make_validation_alerts.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create alert from validation data.frame — make_validation_alerts","text":"","code":"make_validation_alerts(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/make_validation_alerts.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create alert from validation data.frame — make_validation_alerts","text":"data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/mcar_validate.html","id":null,"dir":"Reference","previous_headings":"","what":"MCAR validation based on a gtsummary table bady — mcar_validate","title":"MCAR validation based on a gtsummary table bady — mcar_validate","text":"MCAR validation based gtsummary table bady","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/mcar_validate.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"MCAR validation based on a gtsummary table bady — mcar_validate","text":"","code":"mcar_validate(data, outcome = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/mcar_validate.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"MCAR validation based on a gtsummary table bady — mcar_validate","text":"data data outcome outcome variable","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/mcar_validate.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"MCAR validation based on a gtsummary table bady — mcar_validate","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":null,"dir":"Reference","previous_headings":"","what":"Merge list of expressions — merge_expression","title":"Merge list of expressions — merge_expression","text":"Merge list expressions","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Merge list of expressions — merge_expression","text":"","code":"merge_expression(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Merge list of expressions — merge_expression","text":"data list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Merge list of expressions — merge_expression","text":"expression","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Merge list of expressions — merge_expression","text":"","code":"list(   rlang::call2(.fn = \"select\", !!!list(c(\"cyl\", \"disp\")), .ns = \"dplyr\"),   rlang::call2(.fn = \"default_parsing\", .ns = \"FreesearchR\") ) |> merge_expression() #> dplyr::select(c(\"cyl\", \"disp\")) %>% FreesearchR::default_parsing()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_long.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","title":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","text":"Wrapper pivot gtsummary table data long plotting","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_long.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","text":"","code":"merge_long(list, model.names)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_long.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","text":"list custom regression models list model.names names models include","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_long.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":null,"dir":"Reference","previous_headings":"","what":"Get missingsness fraction — missing_fraction","title":"Get missingsness fraction — missing_fraction","text":"Get missingsness fraction","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get missingsness fraction — missing_fraction","text":"","code":"missing_fraction(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get missingsness fraction — missing_fraction","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get missingsness fraction — missing_fraction","text":"numeric vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get missingsness fraction — missing_fraction","text":"","code":"c(NA, 1:10, rep(NA, 3)) |> missing_fraction() #> [1] 0.2857143"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_logic_across.html","id":null,"dir":"Reference","previous_headings":"","what":"Converting all variables to logicals by missing status — missings_logic_across","title":"Converting all variables to logicals by missing status — missings_logic_across","text":"Converting variables logicals missing status","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_logic_across.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Converting all variables to logicals by missing status — missings_logic_across","text":"","code":"missings_logic_across(data, exclude = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_logic_across.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Converting all variables to logicals by missing status — missings_logic_across","text":"data data exclude character vector variable names excluded","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_logic_across.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Converting all variables to logicals by missing status — missings_logic_across","text":"data frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_logic_across.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Converting all variables to logicals by missing status — missings_logic_across","text":"","code":"mtcars |> missings_logic_across(\"cyl\") #> # A tibble: 32 × 11 #>    mpg     cyl disp  hp    drat  wt    qsec  vs    am    gear  carb  #>    <lgl> <dbl> <lgl> <lgl> <lgl> <lgl> <lgl> <lgl> <lgl> <lgl> <lgl> #>  1 FALSE     6 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #>  2 FALSE     6 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #>  3 FALSE     4 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #>  4 FALSE     6 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #>  5 FALSE     8 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #>  6 FALSE     6 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #>  7 FALSE     8 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #>  8 FALSE     4 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #>  9 FALSE     4 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #> 10 FALSE     6 FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE #> # ℹ 22 more rows ## gtsummary::trial |> ##   missings_logic_across() |> ##   gtsummary::tbl_summary()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_validate.html","id":null,"dir":"Reference","previous_headings":"","what":"Validate function of missingness in data — missings_validate","title":"Validate function of missingness in data — missings_validate","text":"Validate function missingness data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_validate.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Validate function of missingness in data — missings_validate","text":"","code":"missings_validate(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_validate.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Validate function of missingness in data — missings_validate","text":"data data set","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_validate.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Validate function of missingness in data — missings_validate","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missings_validate.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Validate function of missingness in data — missings_validate","text":"","code":"df <- mtcars df[1, 2:4] <- NA missings_validate(df) #>   p_miss #> 1   0.85"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to modify quarto file to render specific formats — modify_qmd","title":"Wrapper to modify quarto file to render specific formats — modify_qmd","text":"Wrapper modify quarto file render specific formats","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to modify quarto file to render specific formats — modify_qmd","text":"","code":"modify_qmd(file, format)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to modify quarto file to render specific formats — modify_qmd","text":"file filename format desired output","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to modify quarto file to render specific formats — modify_qmd","text":"none","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/names2val.html","id":null,"dir":"Reference","previous_headings":"","what":"Set values as names and names as values — names2val","title":"Set values as names and names as values — names2val","text":"Set values names names values","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/names2val.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Set values as names and names as values — names2val","text":"","code":"names2val(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/names2val.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Set values as names and names as values — names2val","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/names2val.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Set values as names and names as values — names2val","text":"named vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/names2val.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Set values as names and names as values — names2val","text":"","code":"names2val(c(\"Cylinders\" = \"cyl\", \"Transmission\" = \"am\", \"Gears\" = \"gear\")) #>            cyl             am           gear  #>    \"Cylinders\" \"Transmission\"        \"Gears\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/obs_filter_validate.html","id":null,"dir":"Reference","previous_headings":"","what":"Observations filter test wrapper — obs_filter_validate","title":"Observations filter test wrapper — obs_filter_validate","text":"Observations filter test wrapper","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/obs_filter_validate.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Observations filter test wrapper — obs_filter_validate","text":"","code":"obs_filter_validate(before, after)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/obs_filter_validate.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Observations filter test wrapper — obs_filter_validate","text":"data data ","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/obs_filter_validate.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Observations filter test wrapper — obs_filter_validate","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a data overview data.frame ready for sparklines — overview_vars","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"Create data overview data.frame ready sparklines","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"","code":"overview_vars(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"","code":"mtcars |> overview_vars() #> # A tibble: 11 × 7 #>    icon    class   name  n_missing p_complete n_unique vals         #>    <chr>   <chr>   <chr>     <dbl>      <dbl>    <int> <named list> #>  1 numeric numeric mpg           0          1       25 <dbl [32]>   #>  2 numeric numeric cyl           0          1        3 <dbl [32]>   #>  3 numeric numeric disp          0          1       27 <dbl [32]>   #>  4 numeric numeric hp            0          1       22 <dbl [32]>   #>  5 numeric numeric drat          0          1       22 <dbl [32]>   #>  6 numeric numeric wt            0          1       29 <dbl [32]>   #>  7 numeric numeric qsec          0          1       30 <dbl [32]>   #>  8 numeric numeric vs            0          1        2 <dbl [32]>   #>  9 numeric numeric am            0          1        2 <dbl [32]>   #> 10 numeric numeric gear          0          1        3 <dbl [32]>   #> 11 numeric numeric carb          0          1        6 <dbl [32]>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":null,"dir":"Reference","previous_headings":"","what":"Reduce character vector with the native pipe operator or character string — pipe_string","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"Reduce character vector native pipe operator character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"","code":"pipe_string(data, collapse = \"|>\\n\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"data list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"","code":"list(   \"mtcars\",   rlang::call2(.fn = \"select\", !!!list(c(\"cyl\", \"disp\")), .ns = \"dplyr\"),   rlang::call2(.fn = \"default_parsing\", .ns = \"FreesearchR\") ) |>   lapply(expression_string) |>   pipe_string() |>   expression_string(\"data<-\") #> [1] \"data<-mtcars|>\\ndplyr::select(c('cyl', 'disp'))|>\\nFreesearchR::default_parsing()\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":null,"dir":"Reference","previous_headings":"","what":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"Regression coef plot gtsummary. Slightly modified pass arguments","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"","code":"# S3 method for class 'tbl_regression' plot(   x,   plot_ref = TRUE,   remove_header_rows = TRUE,   remove_reference_rows = FALSE,   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"x (tbl_regression, tbl_uvregression) 'tbl_regression' 'tbl_uvregression' object plot_ref (scalar logical) plot reference values remove_header_rows (scalar logical) logical indicating whether remove header rows categorical variables. Default TRUE remove_reference_rows (scalar logical) logical indicating whether remove reference rows categorical variables. Default FALSE. ... arguments passed ggstats::ggcoef_plot(...)","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"","code":"if (FALSE) { # \\dontrun{ mod <- lm(mpg ~ ., default_parsing(mtcars)) p <- mod |>   gtsummary::tbl_regression() |>   plot(colour = \"variable\") } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily plot euler diagrams — plot_euler","title":"Easily plot euler diagrams — plot_euler","text":"Easily plot euler diagrams","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily plot euler diagrams — plot_euler","text":"","code":"plot_euler(data, pri, sec, ter = NULL, seed = 2103, color.palette = \"viridis\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily plot euler diagrams — plot_euler","text":"data data seed seed x name main variable y name secondary variables z grouping variable","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily plot euler diagrams — plot_euler","text":"patchwork object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily plot euler diagrams — plot_euler","text":"","code":"data.frame(   A = sample(c(TRUE, TRUE, FALSE), 50, TRUE),   B = sample(c(\"A\", \"C\"), 50, TRUE),   C = sample(c(TRUE, FALSE, FALSE, FALSE), 50, TRUE),   D = sample(c(TRUE, FALSE, FALSE, FALSE), 50, TRUE) ) |> plot_euler(\"A\", c(\"B\", \"C\"), \"D\", seed = 4) #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale. #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale. #> Error in plot_euler(data.frame(A = sample(c(TRUE, TRUE, FALSE), 50, TRUE),     B = sample(c(\"A\", \"C\"), 50, TRUE), C = sample(c(TRUE, FALSE,         FALSE, FALSE), 50, TRUE), D = sample(c(TRUE, FALSE, FALSE,         FALSE), 50, TRUE)), \"A\", c(\"B\", \"C\"), \"D\", seed = 4): object 'i18n' not found mtcars |> plot_euler(\"vs\", \"am\", seed = 1) #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_euler(\"vs\", \"am\", \"cyl\", seed = 1) #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale. #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale. #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale. #> Error in plot_euler(mtcars, \"vs\", \"am\", \"cyl\", seed = 1): object 'i18n' not found stRoke::trial |>   dplyr::mutate(     mfi_cut = cut(mfi_6, c(0, 12, max(mfi_6, na.rm = TRUE))),     mdi_cut = cut(mdi_6, c(0, 20, max(mdi_6, na.rm = TRUE)))   ) |>   purrr::map2(     c(sapply(stRoke::trial, \\(.x)REDCapCAST::get_attr(.x, attr = \"label\")), \"Fatigue\", \"Depression\"),     \\(.x, .y){       REDCapCAST::set_attr(.x, .y, \"label\")     }   ) |>   dplyr::bind_cols() |>   plot_euler(\"mfi_cut\", \"mdi_cut\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  stRoke::trial |>   plot_euler(pri=\"male\", sec=c(\"hypertension\")) #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale."},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily plot single euler diagrams — plot_euler_single","title":"Easily plot single euler diagrams — plot_euler_single","text":"Easily plot single euler diagrams","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily plot single euler diagrams — plot_euler_single","text":"","code":"plot_euler_single(data, color.palette = \"viridis\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily plot single euler diagrams — plot_euler_single","text":"ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily plot single euler diagrams — plot_euler_single","text":"","code":"data.frame(   A = sample(c(TRUE, TRUE, FALSE), 50, TRUE),   B = sample(c(\"A\", \"C\"), 50, TRUE),   C = sample(c(TRUE, FALSE, FALSE, FALSE), 50, TRUE),   D = sample(c(TRUE, FALSE, FALSE, FALSE), 50, TRUE) ) |> plot_euler_single() #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars[c(\"vs\", \"am\")] |> plot_euler_single(\"magma\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale."},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":null,"dir":"Reference","previous_headings":"","what":"Beautiful sankey plot — plot_sankey_single","title":"Beautiful sankey plot — plot_sankey_single","text":"Beautiful sankey plot","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Beautiful sankey plot — plot_sankey_single","text":"","code":"plot_sankey_single(   data,   pri,   sec,   color.group = c(\"pri\", \"sec\"),   color.palette = \"viridis\",   colors = NULL,   missing.level = \"Missing\",   default.color = \"#2986cc\",   box.color = \"#1E4B66\",   na.color = \"grey80\",   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Beautiful sankey plot — plot_sankey_single","text":"color.group set group colour . \"x\" \"y\". colors optinally specify colors. Give NA color, color level primary group color level secondary group. ... passed sankey_ready()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Beautiful sankey plot — plot_sankey_single","text":"ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Beautiful sankey plot — plot_sankey_single","text":"","code":"ds <- data.frame(g = sample(LETTERS[1:2], 100, TRUE), first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)), last = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE))) ds |> plot_sankey_single(\"first\", \"last\")  ds |> plot_sankey_single(\"first\", \"last\", color.group = \"sec\")  data.frame(   g = sample(LETTERS[1:2], 100, TRUE),   first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)),   last = sample(c(TRUE, FALSE, FALSE), 100, TRUE) ) |>   plot_sankey_single(\"first\", \"last\", color.group = \"pri\")  mtcars |>   default_parsing() |>   plot_sankey_single(\"cyl\", \"vs\", color.group = \"pri\")  stRoke::trial |>   default_parsing() |>   plot_sankey_single(\"diabetes\", \"hypertension\") #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes.     # stRoke::trial |> plot_sankey_single(\"mrs_1\", \"mrs_6\", color.palette=\"magma\")  # stRoke::trial |> plot_sankey_single(\"active\", \"male\")  # stRoke::trial |> plot_sankey_single(\"diabetes\", \"active\", color.group=\"sec\")  # stRoke::trial |> plot_sankey_single(\"active\", \"diabetes\", color.group=\"sec\", color.palette=\"topo\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":null,"dir":"Reference","previous_headings":"","what":"Get possible regression models — possible_functions","title":"Get possible regression models — possible_functions","text":"Get possible regression models","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get possible regression models — possible_functions","text":"","code":"possible_functions(data, design = c(\"cross-sectional\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get possible regression models — possible_functions","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get possible regression models — possible_functions","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get possible regression models — possible_functions","text":"","code":"mtcars |>   default_parsing() |>   dplyr::pull(\"cyl\") |>   possible_functions(design = \"cross-sectional\") #> [1] \"Ordinal logistic regression model\"  mtcars |>   default_parsing() |>   dplyr::select(\"cyl\") |>   possible_functions(design = \"cross-sectional\") #> [1] \"Ordinal logistic regression model\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":null,"dir":"Reference","previous_headings":"","what":"Get possible regression models — possible_plots","title":"Get possible regression models — possible_plots","text":"Get possible regression models","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get possible regression models — possible_plots","text":"","code":"possible_plots(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get possible regression models — possible_plots","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get possible regression models — possible_plots","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get possible regression models — possible_plots","text":"","code":"mtcars |>   default_parsing() |>   dplyr::pull(\"cyl\") |>   possible_plots() #> Error in supported_plots(): object 'i18n' not found  mtcars |>   default_parsing() |>   dplyr::select(\"mpg\") |>   possible_plots() #> Error in supported_plots(): object 'i18n' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":null,"dir":"Reference","previous_headings":"","what":"Flexible file import based on extension — read_input","title":"Flexible file import based on extension — read_input","text":"Flexible file import based extension","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Flexible file import based on extension — read_input","text":"","code":"read_input(file, consider.na = c(\"NA\", \"\\\"\\\"\", \"\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Flexible file import based on extension — read_input","text":"file file name consider.na character vector strings consider NAs","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Flexible file import based on extension — read_input","text":"tibble","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Flexible file import based on extension — read_input","text":"","code":"read_input(\"https://raw.githubusercontent.com/agdamsbo/cognitive.index.lookup/main/data/sample.csv\") #> Rows: 28 Columns: 8 #> ── Column specification ──────────────────────────────────────────────────────── #> Delimiter: \",\" #> dbl (8): id, ab, age, imm, vis, ver, att, del #>  #> ℹ Use `spec()` to retrieve the full column specification for this data. #> ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message. #> # A tibble: 28 × 8 #>       id    ab   age   imm   vis   ver   att   del #>    <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> #>  1     1     1    74    38    35    30    29    35 #>  2     1     2    69    36    36    21    27    37 #>  3     2     1    63    32    31    26    34    38 #>  4     2     2    64    37    34    26    36    46 #>  5     3     1    69    39    33    31    47    29 #>  6     3     2    70    40    36    31    46    25 #>  7     4     1    79    44    37    20    37    36 #>  8     4     2    81    35    36    31    37    40 #>  9     5     1    77    35    26    17    20    36 #> 10     5     2    80    29    34    18    23    36 #> # ℹ 18 more rows"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":null,"dir":"Reference","previous_headings":"","what":"Shiny module to browser and export REDCap data — m_redcap_readUI","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"Shiny module browser export REDCap data Test app redcap_read_shiny_module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"","code":"m_redcap_readUI(id, title = TRUE, url = NULL)  m_redcap_readServer(id)  redcap_demo_app()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"id Namespace id include_title logical include title","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"shiny ui element shiny server module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"","code":"if (FALSE) { # \\dontrun{ redcap_demo_app() } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a regression model programatically — regression_model","title":"Create a regression model programatically — regression_model","text":"Output concatenated list model information model","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a regression model programatically — regression_model","text":"","code":"regression_model(   data,   outcome.str = NULL,   auto.mode = FALSE,   formula.str = NULL,   args.list = NULL,   fun = NULL,   vars = NULL,   ... )  regression_model_uv(   data,   outcome.str,   args.list = NULL,   fun = NULL,   vars = NULL,   ... )  regression_model_list(   data,   outcome.str,   fun.descr,   fun = NULL,   formula.str = NULL,   args.list = NULL,   vars = NULL,   ... )  regression_model_uv_list(   data,   outcome.str,   fun.descr,   fun = NULL,   formula.str = NULL,   args.list = NULL,   vars = NULL,   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a regression model programatically — regression_model","text":"data data outcome.str name outcome variable auto.mode Make assumptions function dependent outcome data format. Overwrites arguments. formula.str custom formula glue string. Default NULL. args.list custom character string converted using argsstring2list() list arguments. Default NULL. fun name custom function. Default NULL. vars character vector variables include ... ignored fun.descr Description chosen function matching description \"supported_functions()\"","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a regression model programatically — regression_model","text":"object standard class fun object standard class fun list list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a regression model programatically — regression_model","text":"","code":"gtsummary::trial |>   regression_model(outcome.str = \"age\") #> Error in str2lang(x): <text>:2:0: unexpected end of input #> 1: age~ #>    ^ gtsummary::trial |>   regression_model(     outcome.str = \"age\",     auto.mode = FALSE,     fun = \"stats::lm\",     formula.str = \"{outcome.str}~.\",     args.list = NULL   ) #>  #> Call: #> (function (formula, data, subset, weights, na.action, method = \"qr\",  #>     model = TRUE, x = FALSE, y = FALSE, qr = TRUE, singular.ok = TRUE,  #>     contrasts = NULL, offset, ...)  #> { #>     ret.x <- x #>     ret.y <- y #>     cl <- match.call() #>     mf <- match.call(expand.dots = FALSE) #>     m <- match(c(\"formula\", \"data\", \"subset\", \"weights\", \"na.action\",  #>         \"offset\"), names(mf), 0L) #>     mf <- mf[c(1L, m)] #>     mf$drop.unused.levels <- TRUE #>     mf[[1L]] <- quote(stats::model.frame) #>     mf <- eval(mf, parent.frame()) #>     if (method == \"model.frame\")  #>         return(mf) #>     else if (method != \"qr\")  #>         warning(gettextf(\"method = '%s' is not supported. Using 'qr'\",  #>             method), domain = NA) #>     mt <- attr(mf, \"terms\") #>     y <- model.response(mf, \"numeric\") #>     w <- as.vector(model.weights(mf)) #>     if (!is.null(w) && !is.numeric(w))  #>         stop(\"'weights' must be a numeric vector\") #>     offset <- model.offset(mf) #>     mlm <- is.matrix(y) #>     ny <- if (mlm)  #>         nrow(y) #>     else length(y) #>     if (!is.null(offset)) { #>         if (!mlm)  #>             offset <- as.vector(offset) #>         if (NROW(offset) != ny)  #>             stop(gettextf(\"number of offsets is %d, should equal %d (number of observations)\",  #>                 NROW(offset), ny), domain = NA) #>     } #>     if (is.empty.model(mt)) { #>         x <- NULL #>         z <- list(coefficients = if (mlm) matrix(NA_real_, 0,  #>             ncol(y)) else numeric(), residuals = y, fitted.values = 0 *  #>             y, weights = w, rank = 0L, df.residual = if (!is.null(w)) sum(w !=  #>             0) else ny) #>         if (!is.null(offset)) { #>             z$fitted.values <- offset #>             z$residuals <- y - offset #>         } #>     } #>     else { #>         x <- model.matrix(mt, mf, contrasts) #>         z <- if (is.null(w))  #>             lm.fit(x, y, offset = offset, singular.ok = singular.ok,  #>                 ...) #>         else lm.wfit(x, y, w, offset = offset, singular.ok = singular.ok,  #>             ...) #>     } #>     class(z) <- c(if (mlm) \"mlm\", \"lm\") #>     z$na.action <- attr(mf, \"na.action\") #>     z$offset <- offset #>     z$contrasts <- attr(x, \"contrasts\") #>     z$xlevels <- .getXlevels(mt, mf) #>     z$call <- cl #>     z$terms <- mt #>     if (model)  #>         z$model <- mf #>     if (ret.x)  #>         z$x <- x #>     if (ret.y)  #>         z$y <- y #>     if (!qr)  #>         z$qr <- NULL #>     z #> })(formula = age ~ ., data = structure(list(trt = structure(c(1L,  #> 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L,  #> 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 2L,  #> 1L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 2L,  #> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 2L,  #> 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 1L,  #> 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L,  #> 2L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L,  #> 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L,  #> 2L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 2L,  #> 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L,  #> 2L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 1L,  #> 2L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L,  #> 2L, 1L, 2L, 1L, 1L, 1L, 1L), levels = c(\"Drug A\", \"Drug B\"), class = \"factor\", label = \"Chemotherapy Treatment\"),  #>     age = structure(c(23, 9, 31, NA, 51, 39, 37, 32, 31, 34,  #>     42, 63, 54, 21, 48, 71, 38, 49, 57, 46, 47, 52, 61, 38, 34,  #>     49, 63, 67, 68, 78, 36, 37, 53, 36, 51, 48, 57, 31, 37, 28,  #>     40, 49, 61, 56, 54, 71, 38, 31, 48, NA, 83, 52, 32, 53, 69,  #>     60, 45, 39, NA, 38, 36, 71, 31, 43, 57, 53, 25, 44, 25, 30,  #>     51, 40, NA, 43, 21, 54, 67, 43, 54, 41, 34, 34, 6, 39, 36,  #>     58, 27, 47, NA, 50, 61, 47, 52, 51, 68, 33, 65, 34, 38, 60,  #>     10, 49, 56, 50, 60, 49, 54, 39, 48, 65, 47, 61, 34, NA, NA,  #>     58, 26, 44, 17, 68, 57, 66, 44, NA, 67, 48, 62, 35, 53, 53,  #>     66, 55, 57, 47, 58, 43, 45, 44, 63, 59, 44, 53, 51, 28, 65,  #>     63, 76, 61, 33, 48, 42, 36, 55, 20, 26, 50, 47, 74, 50, 31,  #>     45, 51, 66, 76, 47, 48, 56, 70, 46, 43, 41, 41, 19, 49, 43,  #>     43, 75, 52, 42, 37, 45, 35, 67, 38, 44, 45, 39, 46, NA, 42,  #>     60, 31, 45, 38, NA, 19, 69, 66, NA, 64), label = \"Age\"),  #>     marker = structure(c(0.16, 1.107, 0.277, 2.067, 2.767, 0.613,  #>     0.354, 1.739, 0.144, 0.205, 0.513, 0.06, 0.831, 0.258, 0.128,  #>     0.445, 2.083, 0.157, 0.066, 0.325, 0.266, 0.719, 1.713, 0.096,  #>     0.105, 0.043, 0.981, 1.156, 0.105, 0.175, 0.309, 1.869, 2.008,  #>     1.894, 0.16, 1.209, 0.108, 0.611, 0.222, 0.803, 0.37, NA,  #>     0.177, 1.479, 0.161, 0.737, 0.124, 0.092, 0.385, 0.21, 0.475,  #>     1.628, 0.583, NA, 0.702, 1.206, 2.213, 1.406, 0.101, 0.013,  #>     2.032, 1.046, 0.408, 2.636, 1.263, NA, 2.447, 1.041, 0.531,  #>     0.924, 1.087, 0.733, 2.157, 0.333, 1.527, 2.238, 0.153, 0.305,  #>     0.131, 0.386, 1.645, 1.321, 0.229, 0.615, 1.976, 1.941, 0.22,  #>     3.874, 0.982, 1.68, 1.091, 0.169, 0.511, 2.141, 0.599, NA,  #>     0.389, 0.005, 0.075, 1.491, 0.358, 1.709, 0.056, 1.354, 2.522,  #>     0.387, 0.592, 0.243, 0.215, 1.207, 0.29, 0.718, 0.589, 0.003,  #>     1.328, 0.308, 0.691, 3.249, 0.039, 1.804, 0.238, 2.702, 1.441,  #>     0.27, NA, NA, 0.062, 2.19, 0.976, 3.062, 0.124, 0.045, 1.892,  #>     0.711, 1.079, 1.061, 0.239, 0.361, 0.033, 1.133, 1.225, 1.418,  #>     3.751, 3.02, 0.086, 0.772, 1.882, 2.725, 2.41, 0.352, 0.895,  #>     0.215, 0.141, 2.288, 1.658, 1.255, 1.306, 0.081, 0.667, 0.046,  #>     0.662, 1.985, 1.063, 1.55, 0.015, 0.056, NA, 0.51, 0.929,  #>     2.345, 0.25, 0.816, 0.022, 0.16, 0.547, 3.642, 0.092, 1.2,  #>     1.512, 2.124, NA, 0.862, 0.182, 1.075, 0.021, 0.402, 0.063,  #>     1.129, 0.61, NA, 0.717, 0.205, 0.946, 0.386, 0.37, 1.148,  #>     NA, 0.136, 0.439, 1.148), label = \"Marker Level (ng/mL)\"),  #>     stage = structure(c(1L, 2L, 1L, 3L, 4L, 4L, 1L, 1L, 1L, 3L,  #>     1L, 3L, 4L, 4L, 1L, 4L, 4L, 2L, 1L, 1L, 2L, 2L, 4L, 4L, 4L,  #>     2L, 4L, 1L, 4L, 3L, 1L, 2L, 3L, 3L, 3L, 3L, 1L, 1L, 4L, 4L,  #>     3L, 1L, 4L, 3L, 4L, 1L, 1L, 2L, 1L, 4L, 1L, 2L, 2L, 3L, 3L,  #>     2L, 4L, 1L, 4L, 2L, 4L, 1L, 4L, 1L, 4L, 1L, 1L, 1L, 4L, 1L,  #>     2L, 2L, 2L, 1L, 4L, 4L, 2L, 2L, 4L, 4L, 3L, 2L, 4L, 3L, 2L,  #>     4L, 1L, 2L, 1L, 4L, 3L, 3L, 1L, 3L, 2L, 3L, 2L, 2L, 3L, 4L,  #>     4L, 3L, 3L, 2L, 3L, 2L, 2L, 3L, 2L, 1L, 1L, 3L, 4L, 1L, 4L,  #>     3L, 3L, 2L, 4L, 2L, 1L, 2L, 1L, 4L, 3L, 3L, 3L, 2L, 1L, 2L,  #>     1L, 2L, 2L, 1L, 3L, 2L, 1L, 1L, 1L, 3L, 3L, 4L, 1L, 2L, 2L,  #>     1L, 3L, 4L, 2L, 4L, 2L, 1L, 2L, 3L, 1L, 3L, 4L, 2L, 2L, 1L,  #>     2L, 2L, 3L, 1L, 2L, 2L, 1L, 1L, 3L, 2L, 3L, 1L, 1L, 2L, 4L,  #>     2L, 4L, 4L, 2L, 3L, 4L, 3L, 4L, 4L, 1L, 1L, 4L, 4L, 4L, 1L,  #>     2L, 2L, 2L, 4L, 3L, 3L, 2L, 2L, 4L, 3L), levels = c(\"T1\",  #>     \"T2\", \"T3\", \"T4\"), class = \"factor\", label = \"T Stage\"),  #>     grade = structure(c(2L, 1L, 2L, 3L, 3L, 1L, 2L, 1L, 2L, 1L,  #>     3L, 1L, 3L, 1L, 1L, 3L, 3L, 2L, 3L, 2L, 1L, 2L, 1L, 1L, 2L,  #>     3L, 2L, 2L, 2L, 1L, 3L, 2L, 1L, 1L, 1L, 3L, 2L, 2L, 3L, 2L,  #>     2L, 3L, 3L, 1L, 3L, 1L, 3L, 2L, 2L, 2L, 3L, 3L, 3L, 2L, 3L,  #>     1L, 3L, 1L, 2L, 2L, 3L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 3L, 2L,  #>     1L, 3L, 3L, 3L, 2L, 3L, 3L, 1L, 2L, 1L, 1L, 1L, 1L, 3L, 1L,  #>     3L, 1L, 1L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 2L, 3L, 1L,  #>     3L, 1L, 2L, 2L, 1L, 2L, 2L, 3L, 1L, 3L, 3L, 1L, 1L, 1L, 2L,  #>     3L, 3L, 2L, 1L, 3L, 2L, 1L, 2L, 2L, 2L, 1L, 3L, 3L, 2L, 3L,  #>     1L, 1L, 1L, 2L, 2L, 3L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 3L, 2L,  #>     2L, 2L, 2L, 2L, 1L, 1L, 3L, 2L, 2L, 1L, 2L, 1L, 2L, 3L, 2L,  #>     1L, 1L, 1L, 3L, 1L, 1L, 2L, 1L, 1L, 3L, 3L, 1L, 3L, 2L, 1L,  #>     3L, 1L, 2L, 1L, 1L, 3L, 1L, 2L, 1L, 2L, 2L, 2L, 3L, 2L, 2L,  #>     3L, 2L, 3L, 3L, 2L, 1L, 2L, 3L, 3L, 1L), levels = c(\"I\",  #>     \"II\", \"III\"), class = \"factor\", label = \"Grade\"), response = structure(c(0L,  #>     1L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,  #>     1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 1L,  #>     0L, 0L, 1L, 0L, NA, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 1L,  #>     1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 0L,  #>     0L, 0L, 0L, NA, 0L, 1L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L,  #>     0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L,  #>     0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, NA, 0L, 0L, 1L,  #>     0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 1L,  #>     0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L,  #>     1L, 1L, NA, 1L, 1L, 1L, 0L, 1L, 0L, 0L, 1L, 0L, NA, 1L, 0L,  #>     0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 1L, 0L, 0L,  #>     0L, 1L, 0L, 1L, 0L, 1L, 0L, 1L, 1L, 1L, 0L, 1L, NA, 0L, 1L,  #>     0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, NA, 0L,  #>     1L, 1L, 0L, 0L), label = \"Tumor Response\"), death = structure(c(0L,  #>     0L, 0L, 1L, 1L, 1L, 0L, 1L, 0L, 1L, 0L, 0L, 1L, 1L, 1L, 1L,  #>     0L, 1L, 0L, 0L, 0L, 0L, 1L, 1L, 1L, 1L, 0L, 0L, 1L, 1L, 0L,  #>     1L, 0L, 0L, 0L, 1L, 1L, 0L, 1L, 1L, 1L, 1L, 1L, 0L, 1L, 0L,  #>     0L, 0L, 1L, 1L, 1L, 1L, 0L, 0L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,  #>     0L, 1L, 0L, 0L, 1L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 1L,  #>     1L, 1L, 1L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 0L, 1L, 1L, 1L, 1L,  #>     1L, 1L, 0L, 0L, 1L, 1L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 1L, 1L,  #>     1L, 1L, 0L, 1L, 1L, 0L, 1L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,  #>     0L, 1L, 1L, 1L, 0L, 1L, 1L, 1L, 1L, 0L, 0L, 1L, 1L, 0L, 1L,  #>     0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 0L,  #>     0L, 1L, 1L, 1L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 1L,  #>     1L, 1L, 1L, 1L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 1L, 1L, 1L,  #>     0L, 1L, 1L, 0L, 0L, 1L, 1L, 1L, 1L, 0L, 1L, 0L, 1L, 1L, 0L,  #>     1L, 0L, 1L, 0L), label = \"Patient Died\"), ttdeath = structure(c(24,  #>     24, 24, 17.64, 16.43, 15.64, 24, 18.43, 24, 10.53, 24, 24,  #>     14.34, 12.89, 22.68, 8.71, 24, 15.21, 24, 24, 24, 24, 16.92,  #>     23.89, 6.32, 15.77, 24, 24, 15.45, 17.43, 24, 20.9, 24, 24,  #>     24, 21.19, 12.52, 24, 15.59, 18, 18.02, 12.43, 12.1, 24,  #>     17.42, 24, 24, 24, 12.19, 10.02, 18.23, 10.42, 24, 24, 19.34,  #>     12.21, 14.46, 19.34, 10.16, 13.15, 10.12, 24, 22.77, 24,  #>     24, 22.13, 24, 20.62, 23.23, 7.38, 24, 24, 24, 24, 24, 19.22,  #>     7.27, 23.88, 16.23, 24, 14.06, 24, 24, 24, 16.44, 23.81,  #>     24, 18.37, 11.44, 20.94, 5.33, 22.92, 10.33, 24, 24, 14.54,  #>     19.14, 24, 21.19, 16.07, 9.97, 24, 24, 24, 19.75, 16.67,  #>     11.18, 18.29, 24, 17.56, 17.45, 24, 22.86, 13.68, 24, 24,  #>     17.46, 24, 24, 24, 24, 24, 13, 9.73, 15.65, 24, 3.53, 20.35,  #>     23.41, 16.47, 24, 24, 14.65, 17.81, 24, 21.83, 24, 24, 21.49,  #>     12.68, 24, 24, 24, 24, 10.07, 24, 24, 24, 8.37, 20.33, 24,  #>     24, 21.33, 12.63, 13.08, 24, 15.1, 20.14, 10.55, 24, 24,  #>     24, 24, 23.6, 24, 19.98, 15.55, 23.72, 22.41, 19.54, 16.57,  #>     24, 24, 24, 21.91, 24, 12.53, 24, 18.63, 14.82, 16.46, 24,  #>     9.24, 17.77, 24, 24, 9.92, 16.16, 10.51, 20.81, 24, 16.44,  #>     24, 22.4, 11.76, 24, 21.6, 24, 19.81, 24), label = \"Months to Death/Censor\")), row.names = c(NA,  #> -200L), class = c(\"tbl_df\", \"tbl\", \"data.frame\"))) #>  #> Coefficients: #> (Intercept)    trtDrug B       marker      stageT2      stageT3      stageT4   #>     45.9247      -0.4052      -0.1435       2.0519       2.4437      -3.1573   #>     gradeII     gradeIII     response        death      ttdeath   #>      0.1750       1.6855       4.9885       3.0775      -0.1394   #>  gtsummary::trial |>   default_parsing() |>   regression_model(     outcome.str = \"trt\",     auto.mode = FALSE,     fun = \"stats::glm\",     args.list = list(family = binomial(link = \"logit\"))   ) #> Error in str2lang(x): <text>:2:0: unexpected end of input #> 1: trt~ #>    ^ m <- mtcars |>   default_parsing() |>   regression_model(     outcome.str = \"mpg\",     auto.mode = FALSE,     fun = \"stats::lm\",     formula.str = \"{outcome.str}~{paste(vars,collapse='+')}\",     args.list = NULL,     vars = c(\"mpg\", \"cyl\")   ) #> Warning: the response appeared on the right-hand side and was dropped #> Warning: problem with term 1 in model.matrix: no columns are assigned broom::tidy(m) #> # A tibble: 3 × 5 #>   term        estimate std.error statistic  p.value #>   <chr>          <dbl>     <dbl>     <dbl>    <dbl> #> 1 (Intercept)    26.7      0.972     27.4  2.69e-22 #> 2 cyl6           -6.92     1.56      -4.44 1.19e- 4 #> 3 cyl8          -11.6      1.30      -8.90 8.57e-10 if (FALSE) { # \\dontrun{ gtsummary::trial |>   regression_model_uv(outcome.str = \"age\") gtsummary::trial |>   regression_model_uv(     outcome.str = \"age\",     fun = \"stats::lm\",     args.list = NULL   ) m <- gtsummary::trial |> regression_model_uv(   outcome.str = \"trt\",   fun = \"stats::glm\",   args.list = list(family = stats::binomial(link = \"logit\")) ) lapply(m, broom::tidy) |> dplyr::bind_rows() } # } if (FALSE) { # \\dontrun{ gtsummary::trial |>   regression_model(     outcome.str = \"age\",     fun = \"stats::lm\",     formula.str = \"{outcome.str}~.\",     args.list = NULL   ) ls <- regression_model_list(data = default_parsing(mtcars), outcome.str = \"cyl\", fun.descr = \"Ordinal logistic regression model\") summary(ls$model) ls <- regression_model_list(data = default_parsing(mtcars), outcome.str = \"mpg\", fun.descr = \"Linear regression model\")  ls <- regression_model_list(data = default_parsing(gtsummary::trial), outcome.str = \"trt\", fun.descr = \"Logistic regression model\") tbl <- gtsummary::tbl_regression(ls$model, exponentiate = TRUE) m <- gtsummary::trial |>   default_parsing() |>   regression_model(     outcome.str = \"trt\",     fun = \"stats::glm\",     formula.str = \"{outcome.str}~.\",     args.list = list(family = \"binomial\")   ) tbl2 <- gtsummary::tbl_regression(m, exponentiate = TRUE) broom::tidy(ls$model) broom::tidy(m) } # } if (FALSE) { # \\dontrun{ gtsummary::trial |>   regression_model_uv(     outcome.str = \"trt\",     fun = \"stats::glm\",     args.list = list(family = stats::binomial(link = \"logit\"))   ) |>   lapply(broom::tidy) |>   dplyr::bind_rows() ms <- regression_model_uv_list(data = default_parsing(mtcars), outcome.str = \"mpg\", fun.descr = \"Linear regression model\") ms$code ls <- regression_model_uv_list(data = default_parsing(mtcars), outcome.str = \"am\", fun.descr = \"Logistic regression model\") ls$code lapply(ms$model, broom::tidy) |> dplyr::bind_rows() } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":null,"dir":"Reference","previous_headings":"","what":"Create table of regression model — regression_table","title":"Create table of regression model — regression_table","text":"Create table regression model","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create table of regression model — regression_table","text":"","code":"regression_table(x, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create table of regression model — regression_table","text":"x regression model ... passed methods args.list list arguments passed 'fun'. fun function use table creation. Default \"gtsummary::tbl_regression\".","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create table of regression model — regression_table","text":"object standard class fun","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table_create.html","id":null,"dir":"Reference","previous_headings":"","what":"Create regression summary table — regression_table_create","title":"Create regression summary table — regression_table_create","text":"Create regression summary table","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table_create.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create regression summary table — regression_table_create","text":"","code":"regression_table_create(   x,   ...,   args.list = NULL,   fun = \"gtsummary::tbl_regression\",   theme = c(\"jama\", \"lancet\", \"nejm\", \"qjecon\") )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table_create.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create regression summary table — regression_table_create","text":"x (list ) regression model ... ignored now args.list args.list summary function fun table summary function. Default \"gtsummary::tbl_regression\" theme summary table theme","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table_create.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create regression summary table — regression_table_create","text":"gtsummary list object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":null,"dir":"Reference","previous_headings":"","what":"Remove empty/NA attributes — remove_empty_attr","title":"Remove empty/NA attributes — remove_empty_attr","text":"Remove empty/NA attributes","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Remove empty/NA attributes — remove_empty_attr","text":"","code":"remove_empty_attr(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Remove empty/NA attributes — remove_empty_attr","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Remove empty/NA attributes — remove_empty_attr","text":"data class input","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Remove empty/NA attributes — remove_empty_attr","text":"","code":"ds <- mtcars |>   lapply(\\(.x) REDCapCAST::set_attr(.x, label = NA, attr = \"label\")) |>   dplyr::bind_cols() ds |>   remove_empty_attr() |>   str() #> tibble [32 × 11] (S3: tbl_df/tbl/data.frame) #>  $ mpg : num [1:32] 21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ... #>  $ cyl : num [1:32] 6 6 4 6 8 6 8 4 4 6 ... #>  $ disp: num [1:32] 160 160 108 258 360 ... #>  $ hp  : num [1:32] 110 110 93 110 175 105 245 62 95 123 ... #>  $ drat: num [1:32] 3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ... #>  $ wt  : num [1:32] 2.62 2.88 2.32 3.21 3.44 ... #>  $ qsec: num [1:32] 16.5 17 18.6 19.4 17 ... #>  $ vs  : num [1:32] 0 0 1 1 0 1 0 1 1 1 ... #>  $ am  : num [1:32] 1 1 1 0 0 0 0 0 0 0 ... #>  $ gear: num [1:32] 4 4 4 3 3 3 3 4 4 4 ... #>  $ carb: num [1:32] 4 4 1 1 2 1 4 2 2 4 ... mtcars |>   lapply(\\(.x) REDCapCAST::set_attr(.x, label = NA, attr = \"label\")) |>   remove_empty_attr() |>   str() #> List of 11 #>  $ mpg : num [1:32] 21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ... #>  $ cyl : num [1:32] 6 6 4 6 8 6 8 4 4 6 ... #>  $ disp: num [1:32] 160 160 108 258 360 ... #>  $ hp  : num [1:32] 110 110 93 110 175 105 245 62 95 123 ... #>  $ drat: num [1:32] 3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ... #>  $ wt  : num [1:32] 2.62 2.88 2.32 3.21 3.44 ... #>  $ qsec: num [1:32] 16.5 17 18.6 19.4 17 ... #>  $ vs  : num [1:32] 0 0 1 1 0 1 0 1 1 1 ... #>  $ am  : num [1:32] 1 1 1 0 0 0 0 0 0 0 ... #>  $ gear: num [1:32] 4 4 4 3 3 3 3 4 4 4 ... #>  $ carb: num [1:32] 4 4 1 1 2 1 4 2 2 4 ..."},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":null,"dir":"Reference","previous_headings":"","what":"Removes columns with completenes below cutoff — remove_empty_cols","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"Removes columns completenes cutoff","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"","code":"remove_empty_cols(data, cutoff = 0.7)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"data data frame cutoff numeric","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"data frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"","code":"data.frame(a = 1:10, b = NA, c = c(2, NA)) |> remove_empty_cols(cutoff = .5) #>     a  c #> 1   1  2 #> 2   2 NA #> 3   3  2 #> 4   4 NA #> 5   5  2 #> 6   6 NA #> 7   7  2 #> 8   8 NA #> 9   9  2 #> 10 10 NA"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":null,"dir":"Reference","previous_headings":"","what":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"simple function remove nested lists, like uploading .rds","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"","code":"remove_nested_list(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"","code":"dplyr::tibble(a = 1:10, b = rep(list(\"a\"), 10)) |> remove_nested_list() #> # A tibble: 10 × 1 #>        a #>    <int> #>  1     1 #>  2     2 #>  3     3 #>  4     4 #>  5     5 #>  6     6 #>  7     7 #>  8     8 #>  9     9 #> 10    10 dplyr::tibble(a = 1:10, b = rep(list(c(\"a\", \"b\")), 10)) |> as.data.frame() #>     a    b #> 1   1 a, b #> 2   2 a, b #> 3   3 a, b #> 4   4 a, b #> 5   5 a, b #> 6   6 a, b #> 7   7 a, b #> 8   8 a, b #> 9   9 a, b #> 10 10 a, b"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.html","id":null,"dir":"Reference","previous_headings":"","what":"Get names of repeated instruments — repeated_instruments","title":"Get names of repeated instruments — repeated_instruments","text":"Get names repeated instruments","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get names of repeated instruments — repeated_instruments","text":"","code":"repeated_instruments(uri, token)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get names of repeated instruments — repeated_instruments","text":"uri REDCap database uri token database token","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get names of repeated instruments — repeated_instruments","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/restore_labels.html","id":null,"dir":"Reference","previous_headings":"","what":"Restore column labels using a reference data frame — restore_labels","title":"Restore column labels using a reference data frame — restore_labels","text":"Convenience wrapper around extract_labels() + apply_labels(). Labels matched column name; new columns df_modified left unchanged.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/restore_labels.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Restore column labels using a reference data frame — restore_labels","text":"","code":"restore_labels(df_modified, df_reference)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/restore_labels.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Restore column labels using a reference data frame — restore_labels","text":"df_modified data frame whose columns receive labels. df_reference data frame carrying authoritative \"label\" attributes.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/restore_labels.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Restore column labels using a reference data frame — restore_labels","text":"df_modified labels restored columns present df_reference.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/scale_fill_generate.html","id":null,"dir":"Reference","previous_headings":"","what":"Discrete and Continuous Fill Scale Using generate_colors — scale_fill_generate","title":"Discrete and Continuous Fill Scale Using generate_colors — scale_fill_generate","text":"Drop-replacement viridis::scale_fill_viridis() works palette supported generate_colors().","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/scale_fill_generate.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Discrete and Continuous Fill Scale Using generate_colors — scale_fill_generate","text":"","code":"scale_fill_generate(palette = \"viridis\", discrete = TRUE, ...)  scale_color_generate(palette = \"viridis\", discrete = TRUE, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/scale_fill_generate.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Discrete and Continuous Fill Scale Using generate_colors — scale_fill_generate","text":"palette Passed generate_colors(). Either palette name string function. discrete logical. TRUE (default), discrete scale returned. FALSE, continuous scale returned. ... Additional arguments passed ggplot2::scale_fill_manual() (discrete) ggplot2::scale_fill_gradientn() (continuous).","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/reference/scale_fill_generate.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Discrete and Continuous Fill Scale Using generate_colors — scale_fill_generate","text":"","code":"library(ggplot2)  # Discrete ggplot(mtcars, aes(x = wt, y = mpg, fill = factor(cyl))) +   geom_col() +   scale_fill_generate(palette = \"Set1\")   # Continuous ggplot(mtcars, aes(x = wt, y = mpg, fill = mpg)) +   geom_point(shape = 21, size = 3) +   scale_fill_generate(palette = \"viridis\", discrete = FALSE)   ggplot(mtcars, aes(x = wt, y = mpg, color = factor(cyl))) +   geom_point() +   scale_color_generate(palette = \"Set1\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a select input control with icon(s) — selectInputIcon","title":"Create a select input control with icon(s) — selectInputIcon","text":"Extend form controls adding text icons , , sides classic selectInput.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a select input control with icon(s) — selectInputIcon","text":"","code":"selectInputIcon(   inputId,   label,   choices,   selected = NULL,   multiple = FALSE,   selectize = TRUE,   size = NULL,   width = NULL,   icon = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a select input control with icon(s) — selectInputIcon","text":"inputId input slot used access value. label Display label control, NULL label. choices List values select . elements list named, name — rather value — displayed user. also possible group related inputs providing named list whose elements (either named unnamed) lists, vectors, factors. case, outermost names used group labels (leveraging <optgroup> HTML tag) elements respective sublist. See example section small demo feature. selected initially selected value (multiple values multiple = TRUE). specified defaults first value single-select lists values multiple select lists. multiple selection multiple items allowed? selectize Whether use selectize.js . size Number items show selection box; larger number result taller box. compatible selectize=TRUE. Normally, multiple=FALSE, select input drop-list, size set, box instead. width width input, e.g. '400px', '100%'; see validateCssUnit().","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a select input control with icon(s) — selectInputIcon","text":"numeric input control can added UI definition.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/separate_string.html","id":null,"dir":"Reference","previous_headings":"","what":"Separate string wide or long — separate_string","title":"Separate string wide or long — separate_string","text":"Separate string wide long","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/separate_string.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Separate string wide or long — separate_string","text":"","code":"separate_string(data, col, delim, direction = c(\"wide\", \"long\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/separate_string.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Separate string wide or long — separate_string","text":"data data col column delim delimiter direction target direction","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/separate_string.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Separate string wide or long — separate_string","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":null,"dir":"Reference","previous_headings":"","what":"(Re)label columns in data.frame — set_column_label","title":"(Re)label columns in data.frame — set_column_label","text":"(Re)label columns data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"(Re)label columns in data.frame — set_column_label","text":"","code":"set_column_label(data, label, overwrite = TRUE)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"(Re)label columns in data.frame — set_column_label","text":"data data.frame labelled label named list vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"(Re)label columns in data.frame — set_column_label","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"(Re)label columns in data.frame — set_column_label","text":"","code":"ls <- list(\"mpg\" = \"\", \"cyl\" = \"Cylinders\", \"disp\" = \"\", \"hp\" = \"\", \"drat\" = \"\", \"wt\" = \"\", \"qsec\" = \"\", \"vs\" = \"\", \"am\" = \"\", \"gear\" = \"\", \"carb\" = \"\") ls2 <- c(\"mpg\" = \"\", \"cyl\" = \"Cylinders\", \"disp\" = \"\", \"hp\" = \"Horses\", \"drat\" = \"\", \"wt\" = \"\", \"qsec\" = \"\", \"vs\" = \"\", \"am\" = \"\", \"gear\" = \"\", \"carb\" = \"\") ls3 <- c(\"mpg\" = \"\", \"cyl\" = \"\", \"disp\" = \"\", \"hp\" = \"Horses\", \"drat\" = \"\", \"wt\" = \"\", \"qsec\" = \"\", \"vs\" = \"\", \"am\" = \"\", \"gear\" = \"\", \"carb\" = \"\") mtcars |>   set_column_label(ls) |>   set_column_label(ls2) |>   set_column_label(ls3) #> # A tibble: 32 × 11 #>      mpg   cyl  disp    hp  drat    wt  qsec    vs    am  gear  carb #>    <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> #>  1  21       6  160    110  3.9   2.62  16.5     0     1     4     4 #>  2  21       6  160    110  3.9   2.88  17.0     0     1     4     4 #>  3  22.8     4  108     93  3.85  2.32  18.6     1     1     4     1 #>  4  21.4     6  258    110  3.08  3.22  19.4     1     0     3     1 #>  5  18.7     8  360    175  3.15  3.44  17.0     0     0     3     2 #>  6  18.1     6  225    105  2.76  3.46  20.2     1     0     3     1 #>  7  14.3     8  360    245  3.21  3.57  15.8     0     0     3     4 #>  8  24.4     4  147.    62  3.69  3.19  20       1     0     4     2 #>  9  22.8     4  141.    95  3.92  3.15  22.9     1     0     4     2 #> 10  19.2     6  168.   123  3.92  3.44  18.3     1     0     4     4 #> # ℹ 22 more rows rlang::expr(FreesearchR::set_column_label(label = !!ls3)) |> expression_string() #> [1] \"FreesearchR::set_column_label(label = c(mpg = '', cyl = '', disp = '', hp = 'Horses', drat = '', wt = '', qsec = '', vs = '', am = '', gear = '', carb = ''))\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/show_data.html","id":null,"dir":"Reference","previous_headings":"","what":"Display a table in a window — show_data","title":"Display a table in a window — show_data","text":"Display table window","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/show_data.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Display a table in a window — show_data","text":"","code":"show_data(   data,   title = NULL,   options = NULL,   show_classes = TRUE,   type = c(\"popup\", \"modal\", \"winbox\"),   width = \"65%\",   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/show_data.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Display a table in a window — show_data","text":"data data object (either matrix data.frame). title Title displayed window. options Arguments passed toastui::datagrid(). show_classes Show variables classes variables names table header. type Display table pop-shinyWidgets::show_alert(), modal window shiny::showModal() WinBox window shinyWidgets::WinBox(). width Width window, used type = \"popup\" type = \"winbox\". ... Additional options, wbOptions = wbOptions() wbControls = wbControls().","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/show_data.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Display a table in a window — show_data","text":"value.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/show_data.html","id":"note","dir":"Reference","previous_headings":"","what":"Note","title":"Display a table in a window — show_data","text":"use type = \"winbox\", need use shinyWidgets::html_dependency_winbox() somewhere UI.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/simple_snake.html","id":null,"dir":"Reference","previous_headings":"","what":"Simplified version of the snakecase packages to_snake_case — simple_snake","title":"Simplified version of the snakecase packages to_snake_case — simple_snake","text":"Simplified version snakecase packages to_snake_case","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/simple_snake.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Simplified version of the snakecase packages to_snake_case — simple_snake","text":"","code":"simple_snake(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/simple_snake.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Simplified version of the snakecase packages to_snake_case — simple_snake","text":"data character string vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/simple_snake.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Simplified version of the snakecase packages to_snake_case — simple_snake","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/simple_snake.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Simplified version of the snakecase packages to_snake_case — simple_snake","text":"","code":"c(\"foo bar\", \"fooBar21\", \"!!Foo'B'a-r\", \"foo_bar\", \"F  OO bar\") |> simple_snake() #> [1] \"foo_bar\"   \"foobar21\"  \"fooba-r\"   \"foo_bar\"   \"f__oo_bar\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":null,"dir":"Reference","previous_headings":"","what":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"Drop-replacement base::sort_by option remove NAs","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"","code":"sort_by(x, y, na.rm = FALSE, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"x x y y na.rm remove NAs ... passed base_sort_by","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"","code":"sort_by(c(\"Multivariable\", \"Univariable\"), c(\"Univariable\", \"Minimal\", \"Multivariable\")) #> [1] \"Univariable\"   NA              \"Multivariable\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.html","id":null,"dir":"Reference","previous_headings":"","what":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","title":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","text":"Specify format arguments include qmd header/frontmatter","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","text":"","code":"specify_qmd_format(data, fileformat = c(\"docx\", \"odt\", \"pdf\", \"all\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","text":"data vector fileformat format include","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/split-string.html","id":null,"dir":"Reference","previous_headings":"","what":"String split module based on tidyr::separate_ — split-string","title":"String split module based on tidyr::separate_ — split-string","text":"String split module based tidyr::separate_","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/split-string.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"String split module based on tidyr::separate_ — split-string","text":"","code":"string_split_ui(id)  string_split_server(id, data_r = reactive(NULL))  modal_string_split(   id,   title = i18n$t(\"Split character string\"),   easyClose = TRUE,   size = \"xl\",   footer = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/split-string.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"String split module based on tidyr::separate_ — split-string","text":"id id data_r reactive data title Modal title easyClose easyClose size size footer footer","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/split-string.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"String split module based on tidyr::separate_ — split-string","text":"shiny ui module shiny module server shiny modal","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily subset by data type function — subset_types","title":"Easily subset by data type function — subset_types","text":"Easily subset data type function","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily subset by data type function — subset_types","text":"","code":"subset_types(data, types, type.fun = data_type)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily subset by data type function — subset_types","text":"data data types desired types type.fun function get type. Default outcome_type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily subset by data type function — subset_types","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily subset by data type function — subset_types","text":"","code":"default_parsing(mtcars) |> subset_types(\"ordinal\") #> data frame with 0 columns and 32 rows default_parsing(mtcars) |> subset_types(c(\"dichotomous\", \"categorical\")) #>    cyl    vs    am gear carb #> 1    6 FALSE  TRUE    4    4 #> 2    6 FALSE  TRUE    4    4 #> 3    4  TRUE  TRUE    4    1 #> 4    6  TRUE FALSE    3    1 #> 5    8 FALSE FALSE    3    2 #> 6    6  TRUE FALSE    3    1 #> 7    8 FALSE FALSE    3    4 #> 8    4  TRUE FALSE    4    2 #> 9    4  TRUE FALSE    4    2 #> 10   6  TRUE FALSE    4    4 #> 11   6  TRUE FALSE    4    4 #> 12   8 FALSE FALSE    3    3 #> 13   8 FALSE FALSE    3    3 #> 14   8 FALSE FALSE    3    3 #> 15   8 FALSE FALSE    3    4 #> 16   8 FALSE FALSE    3    4 #> 17   8 FALSE FALSE    3    4 #> 18   4  TRUE  TRUE    4    1 #> 19   4  TRUE  TRUE    4    2 #> 20   4  TRUE  TRUE    4    1 #> 21   4  TRUE FALSE    3    1 #> 22   8 FALSE FALSE    3    2 #> 23   8 FALSE FALSE    3    2 #> 24   8 FALSE FALSE    3    4 #> 25   8 FALSE FALSE    3    2 #> 26   4  TRUE  TRUE    4    1 #> 27   4 FALSE  TRUE    5    2 #> 28   4  TRUE  TRUE    5    2 #> 29   8 FALSE  TRUE    5    4 #> 30   6 FALSE  TRUE    5    6 #> 31   8 FALSE  TRUE    5    8 #> 32   4  TRUE  TRUE    4    2 #' default_parsing(mtcars) |> subset_types(\"factor\",class)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_functions.html","id":null,"dir":"Reference","previous_headings":"","what":"Implemented functions — supported_functions","title":"Implemented functions — supported_functions","text":"Library supported functions. list name \"descr\" element unique element list.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_functions.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Implemented functions — supported_functions","text":"","code":"supported_functions()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_functions.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Implemented functions — supported_functions","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_functions.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Implemented functions — supported_functions","text":"","code":"supported_functions() #> $lm #> $lm$descr #> [1] \"Linear regression model\" #>  #> $lm$design #> [1] \"cross-sectional\" #>  #> $lm$out.type #> [1] \"continuous\" #>  #> $lm$fun #> [1] \"stats::lm\" #>  #> $lm$args.list #> NULL #>  #> $lm$formula.str #> [1] \"{outcome.str}~{paste(vars,collapse='+')}\" #>  #> $lm$table.fun #> [1] \"gtsummary::tbl_regression\" #>  #> $lm$table.args.list #> $lm$table.args.list$exponentiate #> [1] FALSE #>  #>  #>  #> $glm #> $glm$descr #> [1] \"Logistic regression model\" #>  #> $glm$design #> [1] \"cross-sectional\" #>  #> $glm$out.type #> [1] \"dichotomous\" #>  #> $glm$fun #> [1] \"stats::glm\" #>  #> $glm$args.list #> $glm$args.list$family #> [1] \"binomial\" #>  #>  #> $glm$formula.str #> [1] \"{outcome.str}~{paste(vars,collapse='+')}\" #>  #> $glm$table.fun #> [1] \"gtsummary::tbl_regression\" #>  #> $glm$table.args.list #> list() #>  #>  #> $polr #> $polr$descr #> [1] \"Ordinal logistic regression model\" #>  #> $polr$design #> [1] \"cross-sectional\" #>  #> $polr$out.type #> [1] \"categorical\" #>  #> $polr$fun #> [1] \"MASS::polr\" #>  #> $polr$args.list #> $polr$args.list$Hess #> [1] TRUE #>  #> $polr$args.list$method #> [1] \"logistic\" #>  #>  #> $polr$formula.str #> [1] \"{outcome.str}~{paste(vars,collapse='+')}\" #>  #> $polr$table.fun #> [1] \"gtsummary::tbl_regression\" #>  #> $polr$table.args.list #> list() #>  #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_plots.html","id":null,"dir":"Reference","previous_headings":"","what":"Implemented functions — supported_plots","title":"Implemented functions — supported_plots","text":"Library supported functions. list name \"descr\" element unique element list. descr: Plot description primary.type: Primary variable data type (continuous, dichotomous ordinal) secondary.type: Secondary variable data type (continuous, dichotomous ordinal) secondary.extra: \"none\" NULL option choose none. tertiary.type: Tertiary variable data type (continuous, dichotomous 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icons","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get data type icons — type_icons","text":"","code":"type_icons(x)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get data type icons — type_icons","text":"x character vector data classes","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get data type icons — type_icons","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get data type icons — type_icons","text":"","code":"\"ordinal\" |> type_icons() #> <svg xmlns=\"http://www.w3.org/2000/svg\" 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list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ui_elements.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"FreesearchR UI elements list — ui_elements","text":"","code":"ui_elements(selection)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ui_elements.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"FreesearchR UI elements list — ui_elements","text":"selection specify element output","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ui_elements.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"FreesearchR UI elements list — ui_elements","text":"Shinu UI elements","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_names.html","id":null,"dir":"Reference","previous_headings":"","what":"Make unique variable names — unique_names","title":"Make unique variable names — unique_names","text":"Helper function create new variable names unique given set existing names (data set, example). variable name already exists, number appended.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_names.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Make unique variable names — unique_names","text":"","code":"unique_names(new, existing = character())"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_names.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Make unique variable names — unique_names","text":"new vector proposed new variable names existing vector existing variable names","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_names.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Make unique variable names — unique_names","text":"vector unique new variable names","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_names.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Make unique variable names — unique_names","text":"","code":"unique_names(c(\"var_x\", \"var_y\", \"var_x\"), c(\"var_x\", \"var_z\")) #> [1] \"var_x_1\" \"var_y\"   \"var_x_2\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_short.html","id":null,"dir":"Reference","previous_headings":"","what":"Create unique short names of character vector items based on index — unique_short","title":"Create unique short names of character vector items based on index — unique_short","text":"function prefer original names, append index long strings.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_short.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create unique short names of character vector items based on index — unique_short","text":"","code":"unique_short(data, max = 15)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_short.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create unique short names of character vector items based on index — unique_short","text":"data character vector max maximum final name length","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_short.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create unique short names of character vector items based on index — unique_short","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/unique_short.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create unique short names of character vector items based on index — unique_short","text":"","code":"c(\"kahdleidnsallskdj\", \"hej\") |> unique_short() #> [1] \"kahdleidnsall_1\" \"hej\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-factor.html","id":null,"dir":"Reference","previous_headings":"","what":"Module to Reorder the Levels of a Factor Variable — update-factor","title":"Module to Reorder the Levels of a Factor Variable — update-factor","text":"module contain interface reorder levels factor variable.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-factor.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Module to Reorder the Levels of a Factor Variable — update-factor","text":"","code":"update_factor_ui(id)  update_factor_server(id, data_r = reactive(NULL))  modal_update_factor(   id,   title = i18n$t(\"Update levels of a factor\"),   easyClose = TRUE,   size = \"l\",   footer = NULL )  winbox_update_factor(   id,   title = i18n$t(\"Update levels of a factor\"),   options = shinyWidgets::wbOptions(),   controls = shinyWidgets::wbControls() )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-factor.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Module to Reorder the Levels of a Factor Variable — update-factor","text":"id Module ID. data_r shiny::reactive() function returning data.frame. title optional title dialog. easyClose TRUE, modal dialog can dismissed clicking outside dialog box, pressing Escape key. FALSE (default), modal dialog dismissed ways; instead must dismissed clicking modalButton(), call removeModal() server. size One \"s\" small, \"m\" (default) medium, \"l\" large, \"xl\" extra large. Note \"xl\" works Bootstrap 4 (opt-Bootstrap 4+, pass bslib::bs_theme() theme argument page container like fluidPage()). footer UI footer. Use NULL footer. options List options, see wbOptions(). controls List controls, see wbControls().","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-factor.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Module to Reorder the Levels of a Factor Variable — update-factor","text":"shiny::reactive() function returning data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-variables.html","id":null,"dir":"Reference","previous_headings":"","what":"Select, rename and convert variables — update-variables","title":"Select, rename and convert variables — update-variables","text":"Select, rename convert variables","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-variables.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Select, rename and convert variables — update-variables","text":"","code":"update_variables_ui(id, title = \"\")  update_variables_server(   id,   data,   height = NULL,   return_data_on_init = FALSE,   try_silent = FALSE )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-variables.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Select, rename and convert variables — update-variables","text":"id Module's ID title Module's title, TRUE use default title, use NULL title shiny.tag custom one. data data.frame reactive function returning data.frame. height Height table. return_data_on_init Return initial data module called. try_silent logical: report error messages suppressed?","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-variables.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Select, rename and convert variables — update-variables","text":"shiny::reactive() function returning updated data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.html","id":null,"dir":"Reference","previous_headings":"","what":"Modified from the datamods pacakge — update_variables_datagrid","title":"Modified from the datamods pacakge — update_variables_datagrid","text":"Modified datamods pacakge","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Modified from the datamods pacakge — update_variables_datagrid","text":"","code":"update_variables_datagrid(   data,   height = NULL,   selectionId = NULL,   buttonId = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Modified from the datamods pacakge — update_variables_datagrid","text":"data data height height selectionId selectionId buttonId buttonId","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Modified from the datamods pacakge — update_variables_datagrid","text":"","code":"mtcars |>   summary_vars() |>   update_variables_datagrid() #> Error in update_variables_datagrid(summary_vars(mtcars)): could not find function \"update_variables_datagrid\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validate_redcap_filter.html","id":null,"dir":"Reference","previous_headings":"","what":"Validate a REDCap server-side filter string against a data dictionary — validate_redcap_filter","title":"Validate a REDCap server-side filter string against a data dictionary — validate_redcap_filter","text":"Checks REDCap filter expression syntactically correct consistent field types defined project data dictionary. Plain text without field references always rejected. Multi-clause filters joined supported.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validate_redcap_filter.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Validate a REDCap server-side filter string against a data dictionary — validate_redcap_filter","text":"","code":"validate_redcap_filter(filter, dictionary)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validate_redcap_filter.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Validate a REDCap server-side filter string against a data dictionary — validate_redcap_filter","text":"filter single character string containing filter expression, e.g. \"[age] > 18\" \"[cohabitation] = '1' [age] > 18\". dictionary data frame representing REDCap data dictionary API export format, returned e.g. REDCapCAST::get_redcap_metadata(). Must contain least columns field_name field_type. columns text_validation_type_or_show_slider_number select_choices_or_calculations used present stricter type choice validation.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validate_redcap_filter.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Validate a REDCap server-side filter string against a data dictionary — validate_redcap_filter","text":"named list two elements: valid Logical. TRUE filter passes checks. message Character. \"Filter valid.\" success, newline-separated string error messages describing every problem found.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validate_redcap_filter.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Validate a REDCap server-side filter string against a data dictionary — validate_redcap_filter","text":"Validation rules field type: calc Numeric fields. Value must unquoted number. comparison operators (=, !=, <, >, <=, >=) accepted. text date validation Fields validation type date_ymd, date_dmy, datetime_*, etc. Value must quoted date/datetime string 'YYYY-MM-DD' format. comparison operators accepted. text time validation Fields validation type time_hh_mm_ss time_mm_ss. Value must quoted time string, e.g. '14:30:00'. comparison operators accepted. radio / dropdown Categorical fields. Value must quoted choice code (e.g. '1') exists field's choice list. = != accepted. text (plain) Free-text fields. Value must quoted string. = != accepted.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validate_redcap_filter.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Validate a REDCap server-side filter string against a data dictionary — validate_redcap_filter","text":"","code":"if (FALSE) { # \\dontrun{ dict <- REDCapCAST::get_redcap_metadata(   uri    = \"https://redcap.example.com/api/\",   token  = Sys.getenv(\"REDCAP_TOKEN\") )  validate_redcap_filter(\"[age] > 18\", dict) #> list(valid = TRUE, message = \"Filter is valid.\")  validate_redcap_filter(\"only plain text\", dict) #> list(valid = FALSE, message = \"Filter must contain at least one field ...\")  validate_redcap_filter(\"[cohabitation] = '1' AND [age] > 18\", dict) #> list(valid = TRUE, message = \"Filter is valid.\") } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation.html","id":null,"dir":"Reference","previous_headings":"","what":"Validation module — validation_ui","title":"Validation module — validation_ui","text":"Check dataset respect validation expectations.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Validation module — validation_ui","text":"","code":"validation_ui(id, max_height = NULL, ...)  validation_server(id, data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Validation module — validation_ui","text":"id Module's ID. max_height Maximum height validation results element, useful many rules. ... Arguments passed actionButton uiOutput depending display mode, use inputId/outputId, label icon (button ). data reactive function returning data.frame.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Validation module — validation_ui","text":"UI: HTML tags can included shiny's UI Server: list two slots: status: reactive function returning best status available \"OK\", \"Failed\" \"Error\". details: reactive function returning list validation details.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Validation module — validation_ui","text":"","code":"#' Data and analyses validation demo #' #' @returns #' @export #' #' @examples #' \\dontrun{ #' validation_demo_app() #' } validation_demo_app <- function() {   ui <- shiny::fluidPage(     shiny::tags$h2(\"Validation\"),     IDEAFilter::IDEAFilter_ui(\"data_filter\"),     shiny::br(),     DT::DTOutput(\"data_final\"),     shiny::br(),     validation_ui(\"validation_demo_2\")   )    server <- function(input, output, session) {     rv <- shiny::reactiveValues(       data_original = shiny::reactive(mtcars),       data_filtered = NULL     )      rv_validation <- shiny::reactiveValues(       obs_filter = NULL,       vars_filter = NULL     )      data_filter <- IDEAFilter::IDEAFilter(       id = \"data_filter\",       data = mtcars,       verbose = TRUE     )      shiny::observeEvent(       data_filter(),       {         rv$data_filtered <- data_filter()       }     )      output$data_final <- DT::renderDT(       data_filter()     )      shiny::observeEvent(       list(         data_filter()       ),       {         to_make_validation <- data_filter()         ## Validation         if (!is.null(to_make_validation)) {           validation <-             make_validation(               ls = validation_lib(\"obs_filter\"),               list(                 x = mtcars,                 y = to_make_validation               )             )          rv_validation$vars_filter <- validation          validation_server(id = \"validation_demo_2\", data = rv_validation$vars_filter)          }         }     )      # shiny::observeEvent(     #   list(     #     shiny::reactive(rv_validation$vars_filter)(),     #     data_filter()     #   ),     #   {     #     # browser()     #     # to_make_alert <- shiny::isolate(rv_validation$vars_filter)     #     to_make_alert <- shiny::reactive(rv_validation$vars_filter)()     #     if (!is.null(rv_validation$vars_filter)) {     #       validation_server(id = \"validation_demo_2\", data = to_make_alert)     #     }     #   }     # )   }   shiny::shinyApp(ui, server) }   #' Title #' #' @returns #' @export #' #' @examples #' validation_nr_demo_app() validation_nr_demo_app <- function() {   ui <- shiny::fluidPage(     shiny::tags$h2(\"Validation\"),     shiny::br(),     validation_ui(\"validation_demo_1\", max_height = \"30px\"),     shiny::br(),     validation_ui(\"validation_demo_2\")   )    server <- function(input, output, session) {     df_original <- mtcars      df_obs <- mtcars |> dplyr::filter(mpg > 20)      df_vars <- df_obs[1:6]      val1 <- purrr::map2(       .x = validation_lib()[1],       .y = list(list(x = df_original, y = df_obs)),       make_validation     )      val2 <- make_validation(       ls = validation_lib()[[2]],       list(x = df_original, y = df_vars)     )      validation_server(id = \"validation_demo_1\", data = val1)      validation_server(id = \"validation_demo_2\", data = val2)   }   shiny::shinyApp(ui, server) }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation_lib.html","id":null,"dir":"Reference","previous_headings":"","what":"Validation library — validation_lib","title":"Validation library — validation_lib","text":"Validation library","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation_lib.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Validation library — validation_lib","text":"","code":"validation_lib(name = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation_lib.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Validation library — validation_lib","text":"name Index name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation_lib.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Validation library — validation_lib","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/validation_lib.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Validation library — validation_lib","text":"","code":"validation_lib() #> Error in validation_lib(): could not find function \"validation_lib\" validation_lib(\"missings\") #> Error in validation_lib(\"missings\"): could not find function \"validation_lib\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vars_filter_validate.html","id":null,"dir":"Reference","previous_headings":"","what":"Variable filter test wrapper — vars_filter_validate","title":"Variable filter test wrapper — vars_filter_validate","text":"Variable filter test wrapper","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vars_filter_validate.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Variable filter test wrapper — vars_filter_validate","text":"","code":"vars_filter_validate(before, after)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vars_filter_validate.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Variable filter test wrapper — vars_filter_validate","text":"data data ","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vars_filter_validate.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Variable filter test wrapper — vars_filter_validate","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vars_filter_validate.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Variable filter test wrapper — vars_filter_validate","text":"","code":"vars_filter_validate(mtcars, mtcars[1:6]) #> Error in vars_filter_validate(mtcars, mtcars[1:6]): could not find function \"vars_filter_validate\" vars_filter_validate(mtcars, mtcars[0]) #> Error in vars_filter_validate(mtcars, mtcars[0]): could not find function \"vars_filter_validate\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":null,"dir":"Reference","previous_headings":"","what":"A selectizeInput customized for named vectors — vectorSelectInput","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"selectizeInput customized named vectors","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"","code":"vectorSelectInput(   inputId,   label,   choices,   selected = \"\",   ...,   placeholder = \"\",   onInitialize )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"inputId passed selectizeInput label passed selectizeInput choices named vector fields populated selected default selection ... passed selectizeInput placeholder passed selectizeInput options onInitialize passed selectizeInput options","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"selectizeInput dropdown element","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"","code":"if (shiny::interactive()) {   shinyApp(     ui = fluidPage(       shiny::uiOutput(\"select\"),       tableOutput(\"data\")     ),     server = function(input, output) {       output$select <- shiny::renderUI({         vectorSelectInput(           inputId = \"variable\", label = \"Variable:\",           data = c(             \"Cylinders\" = \"cyl\",             \"Transmission\" = \"am\",             \"Gears\" = \"gear\"           )         )       })        output$data <- renderTable(         {           mtcars[, c(\"mpg\", input$variable), drop = FALSE]         },         rownames = TRUE       )     }   ) } #> Error: 'interactive' is not an exported object from 'namespace:shiny'"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.html","id":null,"dir":"Reference","previous_headings":"","what":"Vertical stacked bar plot wrapper — vertical_stacked_bars","title":"Vertical stacked bar plot wrapper — vertical_stacked_bars","text":"Vertical stacked bar plot wrapper","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Vertical stacked bar plot wrapper — vertical_stacked_bars","text":"","code":"vertical_stacked_bars(   data,   score = \"full_score\",   group = \"pase_0_q\",   strata = NULL,   t.size = 8,   l.color = \"black\",   l.size = 0.5,   draw.lines = TRUE,   label.str = \"{n}\\n{round(100 * p,0)}%\",   color.palette = \"viridis\",   reverse = TRUE )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Vertical stacked bar plot wrapper — vertical_stacked_bars","text":"data data.frame score outcome variable group grouping variable strata stratifying variable t.size text size","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Vertical stacked bar plot wrapper — vertical_stacked_bars","text":"ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/visual-summary.html","id":null,"dir":"Reference","previous_headings":"","what":"Data correlations evaluation module — visual-summary","title":"Data correlations evaluation module — visual-summary","text":"Data correlations evaluation module Visual summary server Visual summary modal Plot missings class apexcharter. use FreesearchR. Ggplot2 data summary visualisation based visdat::vis_dat.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/visual-summary.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data correlations evaluation module — visual-summary","text":"","code":"visual_summary_ui(id)  visual_summary_server(id, data_r = shiny::reactive(NULL), ...)  modal_visual_summary(   id,   title = \"Visual overview of data classes and missing observations\",   easyClose = TRUE,   size = \"xl\",   footer = NULL,   ... )  missings_apex_plot(data, animation = FALSE, ...)  visual_summary(data, legend.title = NULL, ylab = \"Observations\", ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/visual-summary.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data correlations evaluation module — visual-summary","text":"id id data_r reactive data ... optional arguments passed data_summary_gather() title title easyClose easyClose size modal size footer modal footer data data legend.title Legend title ylab Y axis label","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/visual-summary.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data correlations evaluation module — visual-summary","text":"Shiny ui module shiny server shiny modal apexcharter::apexchart() htmlwidget object. ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":null,"dir":"Reference","previous_headings":"","what":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"function requires assumes systematic naming variables. now supports one level pivoting. Adding levels require added \"ignore\" string pattern similarly. Example 2.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"","code":"wide2long(   data,   pattern,   type = c(\"prefix\", \"infix\", \"suffix\"),   id.col = 1,   instance.name = \"instance\" )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"data data pattern pattern(s) match. Character vector length 1 . type type match. can one \"prefix\",\"infix\" \"suffix\". id.col ID column. fill ID . Column name numeric index. Default \"1\", first column. instance.name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"","code":"data.frame(   1:20, sample(70:80, 20, TRUE),   sample(70:100, 20, TRUE),   sample(70:100, 20, TRUE),   sample(170:200, 20, TRUE) ) |>   setNames(c(\"id\", \"age\", \"weight_0\", \"weight_1\", \"height_1\")) |>   wide2long(pattern = c(\"_0\", \"_1\"), type = \"suffix\") #>    id age instance weight height #> 1   1  70        0     73     NA #> 2   1  NA        1     77    176 #> 3   2  77        0     97     NA #> 4   2  NA        1     75    180 #> 5   3  78        0     70     NA #> 6   3  NA        1     99    181 #> 7   4  78        0     87     NA #> 8   4  NA        1     74    198 #> 9   5  73        0     81     NA #> 10  5  NA        1     98    198 #> 11  6  72        0     90     NA #> 12  6  NA        1     73    178 #> 13  7  72        0     71     NA #> 14  7  NA        1    100    179 #> 15  8  79        0     96     NA #> 16  8  NA        1     74    177 #> 17  9  77        0     88     NA #> 18  9  NA        1     98    189 #> 19 10  78        0     88     NA #> 20 10  NA        1     85    181 #> 21 11  79        0     83     NA #> 22 11  NA        1     97    197 #> 23 12  76        0     79     NA #> 24 12  NA        1     94    186 #> 25 13  74        0     77     NA #> 26 13  NA        1     77    200 #> 27 14  70        0     88     NA #> 28 14  NA        1    100    181 #> 29 15  72        0     95     NA #> 30 15  NA        1     73    175 #> 31 16  70        0     99     NA #> 32 16  NA        1     83    185 #> 33 17  80        0     71     NA #> 34 17  NA        1     84    174 #> 35 18  79        0     77     NA #> 36 18  NA        1     94    184 #> 37 19  72        0     70     NA #> 38 19  NA        1     93    195 #> 39 20  77        0     77     NA #> 40 20  NA        1     77    187 data.frame(   1:20, sample(70:80, 20, TRUE),   sample(70:100, 20, TRUE),   sample(70:100, 20, TRUE),   sample(170:200, 20, TRUE) ) |>   setNames(c(\"id\", \"age\", \"weight_0\", \"weight_a_1\", \"height_b_1\")) |>   wide2long(pattern = c(\"_0\", \"_1\"), type = \"suffix\") #>    id age instance weight weight_a height_b #> 1   1  77        0     84       NA       NA #> 2   1  NA        1     NA       78      171 #> 3   2  70        0     89       NA       NA #> 4   2  NA        1     NA       72      182 #> 5   3  72        0     98       NA       NA #> 6   3  NA        1     NA       93      170 #> 7   4  73        0    100       NA       NA #> 8   4  NA        1     NA       98      171 #> 9   5  73        0     83       NA       NA #> 10  5  NA        1     NA       91      173 #> 11  6  72        0     81       NA       NA #> 12  6  NA        1     NA       81      170 #> 13  7  76        0     88       NA       NA #> 14  7  NA        1     NA       75      174 #> 15  8  74        0     70       NA       NA #> 16  8  NA        1     NA       82      173 #> 17  9  76        0     87       NA       NA #> 18  9  NA        1     NA       84      176 #> 19 10  71        0     85       NA       NA #> 20 10  NA        1     NA       70      189 #> 21 11  77        0     79       NA       NA #> 22 11  NA        1     NA       83      185 #> 23 12  74        0     87       NA       NA #> 24 12  NA        1     NA       77      187 #> 25 13  71        0     75       NA       NA #> 26 13  NA        1     NA       89      173 #> 27 14  75        0     70       NA       NA #> 28 14  NA        1     NA       84      178 #> 29 15  80        0     93       NA       NA #> 30 15  NA        1     NA       87      182 #> 31 16  76        0     96       NA       NA #> 32 16  NA        1     NA       72      187 #> 33 17  71        0     88       NA       NA #> 34 17  NA        1     NA       80      173 #> 35 18  73        0     86       NA       NA #> 36 18  NA        1     NA       91      184 #> 37 19  76        0     91       NA       NA #> 38 19  NA        1     NA       89      189 #> 39 20  71        0     79       NA       NA #> 40 20  NA        1     NA       84      197 # Optional filling of missing values by last observation carried forward # Needed for mmrm analyses long_missings |>   # Fills record ID assuming none are missing   tidyr::fill(record_id) |>   # Grouping by ID for the last step   dplyr::group_by(record_id) |>   # Filling missing data by ID   tidyr::fill(names(long_missings)[!names(long_missings) %in% new_names]) |>   # Remove grouping   dplyr::ungroup() #> Error: object 'long_missings' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/with_labels.html","id":null,"dir":"Reference","previous_headings":"","what":"Evaluate an expression while preserving column labels — with_labels","title":"Evaluate an expression while preserving column labels — with_labels","text":"Snapshots labels df evaluating expr, reapplies matching columns result. New columns created inside expr receive label automatically.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/with_labels.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Evaluate an expression while preserving column labels — with_labels","text":"","code":"with_labels(df, expr)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/with_labels.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Evaluate an expression while preserving column labels — with_labels","text":"df data frame carrying \"label\" attributes. expr unquoted expression transforms df returns data frame.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/with_labels.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Evaluate an expression while preserving column labels — with_labels","text":"data frame produced expr, original labels restored.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapping — wrap_plot_list","title":"Wrapping — wrap_plot_list","text":"Wrapping","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapping — wrap_plot_list","text":"","code":"wrap_plot_list(   data,   tag_levels = NULL,   title = NULL,   axis.font.family = NULL,   guides = \"collect\",   axes = \"collect\",   axis_titles = \"collect\",   y.axis.percentage = FALSE,   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapping — wrap_plot_list","text":"data list ggplot2 objects tag_levels passed patchwork::plot_annotation given. Default NULL title panel title guides passed patchwork::wrap_plots() axes passed patchwork::wrap_plots() axis_titles passed patchwork::wrap_plots() ... passed patchwork::wrap_plots()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapping — wrap_plot_list","text":"list ggplot2 objects","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/write_quarto.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","title":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","text":"Wrapper save data RDS, load specified qmd render","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/write_quarto.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","text":"","code":"write_quarto(data, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/write_quarto.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","text":"data list pass qmd ... Passed quarto::quarto_render()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/write_quarto.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","text":"output file name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2642","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.4.2","title":"FreesearchR 26.4.2","text":"Bug fixes revised color choices.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2641","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.4.1","title":"FreesearchR 26.4.1","text":"Minor adjustments bug fixes including streamlining icon use use phosphoricons across app.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2636","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.3.6","title":"FreesearchR 26.3.6","text":"FIX Plot single variable Likert plot. FIX Horizontal stacked plot crashed. Fixed!","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2635","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.3.5","title":"FreesearchR 26.3.5","text":"FIX Labelled categorical variables handled correctly importing REDCap resulting lost labels. Fixed! CHANGE Testing new data realised, automatically removing empty levels categorical variables/factors desired. concious decision remove levels. now possible “Modify factor” pop-. CHANGE REDCap export now throws error data exported. server side filtering prior export now validated feedback printed. valid filter statements used exporting data REDCap server. advanced use case, great way ensure minimum required data exported server. FIX Applying filters now works also data contains text variables. NEW Initial support plotting Likert scale survey results. expected improved. based ggstats::gglikert.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2634","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.3.4","title":"FreesearchR 26.3.4","text":"NEW Color select plotting across plots even option. Ten palettes chosen, provide varied interpretable options. selector always show preview four colors. NEW Added app version check latest release GitHub. runs internet connection present. polling. NEW Added “Missing” level Sankey plot function adjusted label font size. fixed support dichotomous data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2633","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.3.3","title":"FreesearchR 26.3.3","text":"NEW option pass global settings running docker launching R. Support INCLUDE_GLOBALENV, DATA_LIMIT_DEFAULT, DATA_LIMIT_UPPER DATA_LIMIT_LOWER. Described README. FIX faster data description function. Also added tests package.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2632","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.3.2","title":"FreesearchR 26.3.2","text":"FIX Updating factor levels always created new factor. FIX Label stripping behavior updating factors fixed. NEW New with_labels() function (helpers) added allow easy preservation labels.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2631","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.3.1","title":"FreesearchR 26.3.1","text":"FIX Include font files static loading without dependency Google. Kept webfonts google local fonts working now. NEW Updated text strings better reflect environment data availability. New strings translated.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2622","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.2.2","title":"FreesearchR 26.2.2","text":"FIX Minor addition previous update correct activation missingness evaluation button. FIX Correct table headers evaluating missings across groups.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2621","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.2.1","title":"FreesearchR 26.2.1","text":"update mainly focused polishing, fixes small additions make app intuitive. NEW Link landing page quickly go data loading. NEW Allow custom data set limit loading large data files, tightening default limits. secures server, also allows unlimited use run locally custom server future implementation. groundwork place now. NEW Hidden options info alert trying analyse missing complete dataset. sub panel may hidden future iterations case. Updated dependencies. Updated latest R building testing. Using new Air package code formatting.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2612","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.1.2","title":"FreesearchR 26.1.2","text":"Rebuild 26.1.1","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2611","dir":"Changelog","previous_headings":"","what":"FreesearchR 26.1.1","title":"FreesearchR 26.1.1","text":"FIX Two bugs “modify factor levels” module fixed, print wrong button labels save wrong data selecting save new factor. TRANLATIONS DA SW translations updated. mostly done using machine translations reviewed coming months.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25127","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.12.7","title":"FreesearchR 25.12.7","text":"NEW landing page overhauled nicer intro better overview focus basic functions.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25126","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.12.6","title":"FreesearchR 25.12.6","text":"NEW Export missingness table directly. NEW Updated slightly extended list allowed operators new variable creation. FIX exported MS Word documents prompts warning. codebase now includes fix, works running locally, disabled.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25125","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.12.5","title":"FreesearchR 25.12.5","text":"NEW Added option add pairwise differences discriptive table.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25124","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.12.4","title":"FreesearchR 25.12.4","text":"Republish 25.12.3","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25123","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.12.3","title":"FreesearchR 25.12.3","text":"NEW Extended missingness evaluation include two different approaches. Docs catch video tutorials coming.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25122","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.12.2","title":"FreesearchR 25.12.2","text":"FIX Fixed hanging interface splitting strings. NEW New option shorten character variables first N words characters. Shortening characters useful working eg. ICD-10 diagnostic codes.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25121","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.12.1","title":"FreesearchR 25.12.1","text":"NEW Option edit factor label names “New factor” pop-. allows easier naming tables, also combine levels. new variable appended dataset label names changed. Code now also exported. FIX Fixes bug, white space code exported removed. Now little many spaces included. Fine tuning continues. NEW Easily copy code just clicking “copy” code blocks.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25112","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.11.2","title":"FreesearchR 25.11.2","text":"NEW Vignettes moved FreesearchR project knowledge base. mainly ease rendering allow quick easy updates well future translations.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25111","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.11.1","title":"FreesearchR 25.11.1","text":"NEW Added option select extensive baseline table selecting “Minimal” (current) “Extensive” adds mean/sd min/max well plots levels also dichotomous variables.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25105","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.10.5","title":"FreesearchR 25.10.5","text":"NEW New character/text split function available. selection delimiters recognised selectable. Function available splittable variables present. NEW Distribution plotting factors much improved including two new bar plot styles removing options better suited continuous data. last major functions implemented workshops Jitimai Zanzibar City, Zanzibar October 2025.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25104","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.10.4","title":"FreesearchR 25.10.4","text":"NEW Two new options create new simplified factors factors. “top” option keep top N levels, “bottom” option combine levels occurring set percentage. NEW “New factor” function received updates include detailed information methods creating new factors. LANGUAGE Updated Swahili strings. Danish strings translated. New languages track.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25103","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.10.3","title":"FreesearchR 25.10.3","text":"NEW Improvements translations strings translated. Nearing completion marking strings translation, means (almost) complete interface now translatable.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25102","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.10.2","title":"FreesearchR 25.10.2","text":"NEW Improvements translations strings translated. NEW detailed label stacked horizontal bar plot. NEW Better .rds import import first element data.frame list-type element supplied. NEW limit imported dataset size added ensure performance hosted version. data limited 100.000 cells dropping rows fit. vast majority users never experience capping, adds layer security stability hosting framework.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-25101","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.10.1","title":"FreesearchR 25.10.1","text":"NEW Improvements translations strings translated. NEW Sample data filtered include select packages (NHANES stRoke). NEW Missings evaluations slightly tweaked include bold significant p-values easier overview.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2592","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.9.2","title":"FreesearchR 25.9.2","text":"NEW Improvements translations strings translated. Euler visualisation option limited plot dichotomous variables. also makes sense.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2591","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.9.1","title":"FreesearchR 25.9.1","text":"NEW Language revised make app accessible easier understand. NEW Foundations introducing internationalised UI introduced. Initial rudimentary translation Danish Swahili included. languages can added well. NEW Alerts guide select important steps aspects introduced. expected expand.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2582","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.8.2","title":"FreesearchR 25.8.2","text":"NEW Including NHANES dataset experimentation. BUG Improved JS correctly handle menu drop downs mobile devices DOCS Updated “Prepare > Overview” “Prepare > Overview filter” better reflect options.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2581","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.8.1","title":"FreesearchR 25.8.1","text":"NEW improved use wrap_plot_list() pass additional arguments patchwork::wrap_plots() allowed specify axes align align_axes(). FIX fixed axis text printed Euler diagrams","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2572","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.7.2","title":"FreesearchR 25.7.2","text":"FIX refining hiding drop downs. JavaScript now separate file. Coded GAI help claude.ai. FIX refined iconography navigation FIX updated intro docs.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2571","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.7.1","title":"FreesearchR 25.7.1","text":"NEW UI overhaul navigation update. interface simplified clearly show relationship panels sub-items abandoning multiple levels panel instead show drop-menu. also results simplified sidebar menus room add controls future.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2564","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.6.4","title":"FreesearchR 25.6.4","text":"app now also published docker container. See README instructions. mainly use hosting app. Work ongoing publish true standalone app, preferably Windows MacOS. FIX improved plot labels.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2563","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.6.3","title":"FreesearchR 25.6.3","text":"NEW Introducing options evaluate missing observations. Inspired [visdat()] function {visdat} package, specialised function introduced easily visualise data classes missing observations data set. highly increases options visually get overview data assess pattern missing data. Also Evaluate, comparison module introduced compare distribution observations across variables depending missing vs non-missing specified variable. FIX REDCap import module updated visually PAI token now hidden password. module still used running locally accessing sensitive data. minor rewordings updated UI.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2562","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.6.2","title":"FreesearchR 25.6.2","text":"FIX Added warning using REDCap sensitive data running locally. applies data actually. Considering taking REDCap hosted version. Standalone app works. FIX Reworded completeness filter missingness, commonly used concept. FIX Improved layout around data filters improve usage. FIX Regression table report respects inclusion p-values .","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2561","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.6.1","title":"FreesearchR 25.6.1","text":"FIX big allowing browse data FIX caught last bugs initiating creation new variables","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2556","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.5.6","title":"FreesearchR 25.5.6","text":"FIX note max file size 5 mb FIX added banner dev version shinyapps.io FIX updated intro text","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2555","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.5.5","title":"FreesearchR 25.5.5","text":"FIX several minor bugs polish FIX include/exclude p-values regression table.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2554","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.5.4","title":"FreesearchR 25.5.4","text":"FIX correctly omit NAs data_type() call FIX omit NAs plotting Euler diagrams. FIX print correct labels horizontal stacked bars. FIX initial app load feel faster.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2553","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.5.3","title":"FreesearchR 25.5.3","text":"FIX little polish data import FIX polished REDCap import new code reference REDCapCAST::easy_redcap() function. FIX updated documentation reflect new private hosting Hetzner server Germany.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2552","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.5.2","title":"FreesearchR 25.5.2","text":"FIX: correct export plots. solution last version broke solved. NEW: added simple loading animation. privately hosted version now live app.freesearchr.org. now, hosted Hetzner Yunohost.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2551","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.5.1","title":"FreesearchR 25.5.1","text":"FIX: correct export single variable plot. NEW: Include app version report reference. NEW: Show progress connecting REDCap database. FIX: Data import code export.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2545","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.4.5","title":"FreesearchR 25.4.5","text":"BUG: Regression results code returned correctly IMPROVED: analyses results reset data change NEW: app usage tracking hosted app. README updated reflect.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2544","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.4.4","title":"FreesearchR 25.4.4","text":"Minor updates docs easier citation.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2543","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.4.3","title":"FreesearchR 25.4.3","text":"NEW: Added variables type filter easily exclude unwanted types. also includes data type rather data class summary table. evaluate. Types simpler, practical version R data class easy interpretation. NEW: logo ! emphasize underlying reliance R also inspire explore. IMPROVED: docs updated much comprehensive. continuously updated. Polishing moved hosted app new address fully reflect name change: https://agdamsbo.shinyapps.io/FreesearchR/","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2542","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.4.2","title":"FreesearchR 25.4.2","text":"Polished simplified data import module including much improved REDCap import module. CHANGE default_parsing() now ensure unique variable names. NEW Working code output major modules including import, modifications, filter, evaluation, plotting regression. nicely formatted! NEW basics “Getting started”-vignette done, can expanded later.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2541","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.4.1","title":"FreesearchR 25.4.1","text":"Focus polish improved ui/ux. Updating project name FreesearchR, renamed repository. Graphics coming. may introduce breaking chances others calling installing package. additional future changes planned. complete transition planned attending presenting poster European Stroke Organisation Conference 2025 May. Testing file upload conducted improved. Working improving code export. difficult get perfect. Initial focus extracting enough able learn . Regression calculations, plots, checks improved moved standalone module. Data overview/modifications simplified slightly.","code":""}]