diff --git a/404.html b/404.html
index a2dfe54..e1f74cc 100644
--- a/404.html
+++ b/404.html
@@ -20,7 +20,7 @@
 
     <a class="navbar-brand me-2" href="https://agdamsbo.github.io/prioritized.grouping/index.html">prioritized.grouping</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">24.10.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.1.1</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 5b9c09f..985f2fb 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="index.html">prioritized.grouping</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">24.10.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.1.1</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 e5880a4..36a80ce 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="index.html">prioritized.grouping</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">24.10.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.1.1</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 eff7627..af99074 100644
--- a/authors.html
+++ b/authors.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="index.html">prioritized.grouping</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">24.10.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.1.1</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">
@@ -45,13 +45,13 @@
 
       <p>Damsbo A (2025).
 <em>prioritized.grouping: Group allocation based on individual subject prioritization</em>.
-R package version 24.10.1, <a href="https://agdamsbo.github.io/prioritized.grouping/">https://agdamsbo.github.io/prioritized.grouping/</a>.
+R package version 25.1.1, <a href="https://agdamsbo.github.io/prioritized.grouping/">https://agdamsbo.github.io/prioritized.grouping/</a>.
 </p>
       <pre>@Manual{,
   title = {prioritized.grouping: Group allocation based on individual subject prioritization},
   author = {Andreas Gammelgaard Damsbo},
   year = {2025},
-  note = {R package version 24.10.1},
+  note = {R package version 25.1.1},
   url = {https://agdamsbo.github.io/prioritized.grouping/},
 }</pre>
     </div>
diff --git a/index.html b/index.html
index 5995b43..98f3e72 100644
--- a/index.html
+++ b/index.html
@@ -22,7 +22,7 @@
 
     <a class="navbar-brand me-2" href="index.html">prioritized.grouping</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">24.10.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.1.1</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/news/index.html b/news/index.html
index a4cbbab..3b0e668 100644
--- a/news/index.html
+++ b/news/index.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">prioritized.grouping</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">24.10.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.1.1</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">
@@ -34,6 +34,7 @@
     <div class="section level2">
 <h2 class="pkg-version" data-toc-text="25.1.1" id="version-2511">Version 25.1.1<a class="anchor" aria-label="anchor" href="#version-2511"></a></h2>
 <p>UI tweaks and first release to Zenodo.</p>
+<p>Added options to interpret Google and Microsoft forms data formats.</p>
 </div>
     <div class="section level2">
 <h2 class="pkg-version" data-toc-text="24.10.2" id="version-24102">Version 24.10.2<a class="anchor" aria-label="anchor" href="#version-24102"></a></h2>
diff --git a/pkgdown.yml b/pkgdown.yml
index 783693b..4853c3e 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,7 +2,7 @@ pandoc: 3.1.11
 pkgdown: 2.1.1
 pkgdown_sha: ~
 articles: {}
-last_built: 2025-01-07T09:17Z
+last_built: 2025-01-07T09:18Z
 urls:
   reference: https://agdamsbo.github.io/prioritized.grouping/reference
   article: https://agdamsbo.github.io/prioritized.grouping/articles
diff --git a/reference/file_extension.html b/reference/file_extension.html
index 60bab55..e1dbbb8 100644
--- a/reference/file_extension.html
+++ b/reference/file_extension.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">prioritized.grouping</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">24.10.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.1.1</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/grouping_plot.html b/reference/grouping_plot.html
index 4d34b27..a9b66cb 100644
--- a/reference/grouping_plot.html
+++ b/reference/grouping_plot.html
@@ -13,7 +13,7 @@ in the group."></head><body>
 
     <a class="navbar-brand me-2" href="../index.html">prioritized.grouping</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">24.10.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.1.1</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 8f1f759..bf44de9 100644
--- a/reference/index.html
+++ b/reference/index.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">prioritized.grouping</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">24.10.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.1.1</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/parse_prio_form.html b/reference/parse_prio_form.html
index 58b0a4d..aae57da 100644
--- a/reference/parse_prio_form.html
+++ b/reference/parse_prio_form.html
@@ -9,7 +9,7 @@ compatible with prioritized_grouping()."></head><body>
 
     <a class="navbar-brand me-2" href="../index.html">prioritized.grouping</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">24.10.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.1.1</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/parse_string_form.html b/reference/parse_string_form.html
index 8c00bd6..58f7618 100644
--- a/reference/parse_string_form.html
+++ b/reference/parse_string_form.html
@@ -9,7 +9,7 @@ compatible with prioritized_grouping()."></head><body>
 
     <a class="navbar-brand me-2" href="../index.html">prioritized.grouping</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">24.10.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.1.1</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/plot.prioritized_groups_list.html b/reference/plot.prioritized_groups_list.html
index 831ded7..310227b 100644
--- a/reference/plot.prioritized_groups_list.html
+++ b/reference/plot.prioritized_groups_list.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">prioritized.grouping</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">24.10.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.1.1</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/prioritized_grouping.html b/reference/prioritized_grouping.html
index 9e4c1c5..2a38636 100644
--- a/reference/prioritized_grouping.html
+++ b/reference/prioritized_grouping.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">prioritized.grouping</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">24.10.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.1.1</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/read_input.html b/reference/read_input.html
index 66938df..797e747 100644
--- a/reference/read_input.html
+++ b/reference/read_input.html
@@ -7,7 +7,7 @@
 
     <a class="navbar-brand me-2" href="../index.html">prioritized.grouping</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">24.10.1</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.1.1</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 8a85681..65b9a70 100644
--- a/search.json
+++ b/search.json
@@ -1 +1 @@
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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/prioritized.grouping/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/prioritized.grouping/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 andreas@gdamsbo.dk. complaints reviewed investigated promptly fairly. community leaders obligated respect privacy security reporter incident.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/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/prioritized.grouping/CODE_OF_CONDUCT.html","id":"id_1-correction","dir":"","previous_headings":"Enforcement Guidelines","what":"1. 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License gives permission license work way, invalidate permission separately received . d) 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/prioritized.grouping/LICENSE.html","id":"id_6-conveying-non-source-forms","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"6. Conveying Non-Source Forms","title":"GNU 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. b) 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. c) Convey individual copies object code copy written offer provide Corresponding Source. alternative allowed occasionally noncommercially, received object code offer, accord subsection 6b. d) 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. 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Interpretation of Sections 15 and 16","title":"GNU 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/prioritized.grouping/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 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. program terminal interaction, make output short notice like starts interactive mode: hypothetical commands show w show c show appropriate parts General Public License. course, program’s commands might different; GUI interface, use “box”. also get employer (work programmer) school, , sign “copyright disclaimer” program, necessary. information , apply follow GNU GPL, see <http://www.gnu.org/licenses/>. 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If not, see <http://www.gnu.org/licenses/>. <program>  Copyright (C) <year>  <name of author> This program comes with ABSOLUTELY NO WARRANTY; for details type 'show w'. This is free software, and you are welcome to redistribute it under certain conditions; type 'show c' for details."},{"path":"https://agdamsbo.github.io/prioritized.grouping/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Andreas Gammelgaard Damsbo. Author, maintainer.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Damsbo (2025). prioritized.grouping: Group allocation based individual subject prioritization. R package version 24.10.1, https://agdamsbo.github.io/prioritized.grouping/.","code":"@Manual{,   title = {prioritized.grouping: Group allocation based on individual subject prioritization},   author = {Andreas Gammelgaard Damsbo},   year = {2025},   note = {R package version 24.10.1},   url = {https://agdamsbo.github.io/prioritized.grouping/}, }"},{"path":"https://agdamsbo.github.io/prioritized.grouping/index.html","id":"group-allocation-based-on-individual-subject-prioritization","dir":"","previous_headings":"","what":"Group allocation based on individual subject prioritization","title":"Group allocation based on individual subject prioritization","text":"project initially developed co-worker told , grouping students individual priorities hand preparing spend day . insisted go solving problem R. Now functionality baked Teams (told least), though . functionality later extended allow -called “pedagogical redraw”, students manually grouped consideration factors given priorities algorithmic assignment. single addition makes quite useful schools educational institutions, customisation allowed grouping.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/index.html","id":"shiny-version","dir":"","previous_headings":"","what":"Shiny version","title":"Group allocation based on individual subject prioritization","text":"hosting shiny version package, allows use majority functions. Use app also attempted package shinylive program, “Symphony” solver build run webr. /happens, another go.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/index.html","id":"install-the-prioritizedgrouping-package","dir":"","previous_headings":"","what":"Install the {prioritized.grouping} package","title":"Group allocation based on individual subject prioritization","text":"","code":"pak::pak(\"agdamsbo/prioritized.grouping\")"},{"path":"https://agdamsbo.github.io/prioritized.grouping/index.html","id":"code-of-conduct","dir":"","previous_headings":"","what":"Code of Conduct","title":"Group allocation based on individual subject prioritization","text":"Please note prioritized.grouping project released Contributor Code Conduct. contributing project, agree abide terms.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/file_extension.html","id":null,"dir":"Reference","previous_headings":"","what":"Title — file_extension","title":"Title — file_extension","text":"Title","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/file_extension.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Title — file_extension","text":"","code":"file_extension(filenames)"},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/file_extension.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Title — file_extension","text":"filenames character vector file name. Splits last '.'.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/file_extension.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Title — file_extension","text":"character vector extension","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/file_extension.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Title — file_extension","text":"","code":"file_extension(\"data/prioritized_sample.csv\") #> [1] \"csv\""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/grouping_plot.html","id":null,"dir":"Reference","previous_headings":"","what":"Assessment performance overview — grouping_plot","title":"Assessment performance overview — grouping_plot","text":"function plots costs grouping subject every group. Performance measures printed fill: fraction filling relative capacity specified; mean: mean priority/cost group; n: number subjects group.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/grouping_plot.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Assessment performance overview — grouping_plot","text":"","code":"grouping_plot(   data,   columns = 4,   overall = FALSE,   viridis.option = \"D\",   viridis.direction = -1 )"},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/grouping_plot.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Assessment performance overview — grouping_plot","text":"data \"prioritized_groups_list\" class list 'prioritized_grouping()' columns number columns plot. Default=4. overall logical print overall groups mean priority/cost viridis.option option value passed 'viridisLite::viridis'. Default=\"D\". viridis.direction direction value passed 'viridisLite::viridis'. Default=-1.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/grouping_plot.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Assessment performance overview — grouping_plot","text":"ggplot2 list object","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/grouping_plot.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Assessment performance overview — grouping_plot","text":"","code":"#read.csv(here::here(\"data/prioritized_sample.csv\")) |> #  prioritized_grouping(cap_classes = sample(4:12, 17, TRUE)) |> #  grouping_plot() data.frame(id=paste0(\"id\",1:100), matrix(replicate(100,sample(c(1:5,rep(NA,15)),10)),ncol=10,byrow = TRUE)) |> prioritized_grouping() |> grouping_plot(overall=TRUE) #> Loading required namespace: ROI #> Loading required namespace: ROI.plugin.symphony"},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/parse_prio_form.html","id":null,"dir":"Reference","previous_headings":"","what":"Parse input data with columns of priorities to columns of groups — parse_prio_form","title":"Parse input data with columns of priorities to columns of groups — parse_prio_form","text":"handles transforming data typical Google form format compatible prioritized_grouping().","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/parse_prio_form.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Parse input data with columns of priorities to columns of groups — parse_prio_form","text":"","code":"parse_prio_form(data, id = 1, prio.cols, sort.cols = FALSE)"},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/parse_prio_form.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Parse input data with columns of priorities to columns of groups — parse_prio_form","text":"data data.frame tibble id id column. Numeric index column name. Default 1. prio.cols priority columns. Numeric indices column names. sort.cols flag sort priority columns names/indices. Default=FALSE","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/parse_prio_form.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Parse input data with columns of priorities to columns of groups — parse_prio_form","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/parse_string_form.html","id":null,"dir":"Reference","previous_headings":"","what":"Parse input data from column of strings with prioritised group names — parse_string_form","title":"Parse input data from column of strings with prioritised group names — parse_string_form","text":"handles transforming data typical Microsoft form format compatible prioritized_grouping().","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/parse_string_form.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Parse input data from column of strings with prioritised group names — parse_string_form","text":"","code":"parse_string_form(data, id = 1, string.col, pattern = NULL)"},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/parse_string_form.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Parse input data from column of strings with prioritised group names — parse_string_form","text":"data data.frame tibble id id column. Numeric index column name. Default 1. string.col string column. Numeric index column name. pattern regex pattern use splitting priorities string strsplit(). Default \";\".","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/parse_string_form.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Parse input data from column of strings with prioritised group names — parse_string_form","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/plot.prioritized_groups_list.html","id":null,"dir":"Reference","previous_headings":"","what":"Plot extension for easy groupings plot — plot.prioritized_groups_list","title":"Plot extension for easy groupings plot — plot.prioritized_groups_list","text":"Plot extension easy groupings plot","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/plot.prioritized_groups_list.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Plot extension for easy groupings plot — plot.prioritized_groups_list","text":"","code":"# S3 method for class 'prioritized_groups_list' plot(x, ...)"},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/plot.prioritized_groups_list.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Plot extension for easy groupings plot — plot.prioritized_groups_list","text":"x data class 'prioritized_groups_list' ... passed 'grouping_plot()'","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/plot.prioritized_groups_list.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Plot extension for easy groupings plot — plot.prioritized_groups_list","text":"ggplot2 list object","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/plot.prioritized_groups_list.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Plot extension for easy groupings plot — plot.prioritized_groups_list","text":"","code":"# read.csv(here::here(\"data/prioritized_sample.csv\")) |> #   prioritized_grouping() |> #   plot(overall = TRUE, viridis.option=\"D\",viridis.direction=-1)"},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/prioritized_grouping.html","id":null,"dir":"Reference","previous_headings":"","what":"Solve grouping based on priorities or costs. — prioritized_grouping","title":"Solve grouping based on priorities or costs. — prioritized_grouping","text":"Solve grouping based priorities costs.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/prioritized_grouping.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Solve grouping based on priorities or costs. — prioritized_grouping","text":"","code":"prioritized_grouping(   data,   cap_classes = NULL,   excess_space = 20,   pre_grouped = NULL,   seed = 6293812 )"},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/prioritized_grouping.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Solve grouping based on priorities or costs. — prioritized_grouping","text":"data data set wide format. First column ID, one column group containing cost/priorities. cap_classes class capacity. Numeric vector length 1 length=number groups. NULL equal group sizes calculated. Default NULL. excess_space allowed excess group fill percentage. Default 20. Supplied group capacities enlarged factors rounded . pre_grouped Pre grouped data set. Optional. contain two columns, 'id' 'group', 'group' containing given group index. seed specify seed value. complex problems.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/prioritized_grouping.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Solve grouping based on priorities or costs. — prioritized_grouping","text":"list custom class 'prioritized_groups_list'","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/prioritized_grouping.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Solve grouping based on priorities or costs. — prioritized_grouping","text":"","code":"# prioritized_grouping( # data=read.csv(here::here(\"data/prioritized_sample.csv\")), # pre_grouped=read.csv(here::here(\"data/pre_grouped.csv\"))) |> plot() data.frame(id=paste0(\"id\",1:100), matrix(replicate(100,sample(c(1:5,rep(NA,15)),10)),ncol=10,byrow = TRUE)) |> prioritized_grouping()"},{"path":"https://agdamsbo.github.io/prioritized.grouping/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/prioritized.grouping/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/prioritized.grouping/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/prioritized.grouping/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/prioritized.grouping/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\") #>    id ab age imm vis ver att del #> 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 #> 11  6  1  67  47  38  29  52  40 #> 12  6  2  70  49  35  30  52  50 #> 13  7  1  69  37  36  21  28  38 #> 14  7  2  74  27  32  16  28  27 #> 15  8  1  67  26  31  24  42  38 #> 16  8  2  63  25  33  21  42  38 #> 17  9  1  73  34  31  27  40  34 #> 18  9  2  70  35  31  32  36  42 #> 19 10  1  59  43  35  29  46  38 #> 20 10  2  63  49  37  36  39  39 #> 21 11  1  62  45  37  30  54  40 #> 22 11  2  66  41  39  41  42  37 #> 23 12  1  80  47  34  32  49  42 #> 24 12  2  76  45  28  27  41  46 #> 25 13  1  69  17  30  17  23  27 #> 26 13  2  71   8  29  16  10  15 #> 27 14  1  71  42  37  26  33  41 #> 28 14  2  75  33  37  27  34  40"},{"path":"https://agdamsbo.github.io/prioritized.grouping/news/index.html","id":"version-2511","dir":"Changelog","previous_headings":"","what":"Version 25.1.1","title":"Version 25.1.1","text":"UI tweaks first release Zenodo.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/news/index.html","id":"version-24102","dir":"Changelog","previous_headings":"","what":"Version 24.10.2","title":"Version 24.10.2","text":"Working allow direct import online form results NEW: prio2groups() helper function widen format apply valid format prioritized_grouping() importing spreadsheet. Wish list supported platforms: Google Forms [WIP] Teams REDCap Survey","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/news/index.html","id":"version-24101","dir":"Changelog","previous_headings":"","what":"Version 24.10.1","title":"Version 24.10.1","text":"First proper public version. package mainly build easy use shiny-interface, can easily used directly R main prioritized_grouping() function. function mainly wrapper around ROI package ROI.plugin.symphony plugin. File types accepted shiny-app .csv, .xls(x) .ods. project initially developed co-worker told , grouping students individual priorities hand preparing spend day . insisted go solving problem R. Now functionality baked Teams (told least), though . still think small app value, allows -called “pedagogical redraw”, students manually grouped consideration factors given priorities algorithmic assignment. , said, first official version working example. documentation needed added feedback. please, feedback welcome!","code":""}]
+[{"path":[]},{"path":"https://agdamsbo.github.io/prioritized.grouping/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/prioritized.grouping/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/prioritized.grouping/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/prioritized.grouping/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/prioritized.grouping/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 andreas@gdamsbo.dk. complaints reviewed investigated promptly fairly. community leaders obligated respect privacy security reporter incident.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/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/prioritized.grouping/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/prioritized.grouping/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/prioritized.grouping/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/prioritized.grouping/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/prioritized.grouping/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/prioritized.grouping/LICENSE.html","id":null,"dir":"","previous_headings":"","what":"GNU General Public License","title":"GNU General Public License","text":"Version 3, 29 June 2007Copyright © 2007 Free Software Foundation, Inc. <http://fsf.org/> Everyone permitted copy distribute verbatim copies license document, changing allowed.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/LICENSE.html","id":"preamble","dir":"","previous_headings":"","what":"Preamble","title":"GNU General Public License","text":"GNU General Public License free, copyleft license software kinds works. licenses software practical works designed take away freedom share change works. contrast, GNU General Public License intended guarantee freedom share change versions program–make sure remains free software users. , Free Software Foundation, use GNU General Public License software; applies also work released way authors. can apply programs, . speak free software, referring freedom, price. 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Definitions","title":"GNU General Public License","text":"“License” refers version 3 GNU 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. 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Use with the GNU Affero General Public License","title":"GNU General Public License","text":"Notwithstanding provision License, permission link combine covered work work licensed version 3 GNU Affero General Public License single combined work, convey resulting work. terms License continue apply part covered work, special requirements GNU Affero General Public License, section 13, concerning interaction network apply combination .","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/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 General Public License","text":"Free Software Foundation may publish revised /new versions GNU 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 General Public License “later version” applies , option following terms conditions either numbered version later version published Free Software Foundation. Program specify version number GNU General Public License, may choose version ever published Free Software Foundation. Program specifies proxy can decide future versions GNU 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/prioritized.grouping/LICENSE.html","id":"id_15-disclaimer-of-warranty","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"15. Disclaimer of Warranty","title":"GNU 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/prioritized.grouping/LICENSE.html","id":"id_16-limitation-of-liability","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"16. Limitation of Liability","title":"GNU 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/prioritized.grouping/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 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/prioritized.grouping/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 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. program terminal interaction, make output short notice like starts interactive mode: hypothetical commands show w show c show appropriate parts General Public License. course, program’s commands might different; GUI interface, use “box”. also get employer (work programmer) school, , sign “copyright disclaimer” program, necessary. information , apply follow GNU GPL, see <http://www.gnu.org/licenses/>. GNU General Public License permit incorporating program proprietary programs. program subroutine library, may consider useful permit linking proprietary applications library. want , use GNU Lesser General Public License instead License. first, please read <http://www.gnu.org/philosophy/--lgpl.html>.","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 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 General Public License for more details.  You should have received a copy of the GNU General Public License along with this program.  If not, see <http://www.gnu.org/licenses/>. <program>  Copyright (C) <year>  <name of author> This program comes with ABSOLUTELY NO WARRANTY; for details type 'show w'. This is free software, and you are welcome to redistribute it under certain conditions; type 'show c' for details."},{"path":"https://agdamsbo.github.io/prioritized.grouping/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Andreas Gammelgaard Damsbo. Author, maintainer.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Damsbo (2025). prioritized.grouping: Group allocation based individual subject prioritization. R package version 25.1.1, https://agdamsbo.github.io/prioritized.grouping/.","code":"@Manual{,   title = {prioritized.grouping: Group allocation based on individual subject prioritization},   author = {Andreas Gammelgaard Damsbo},   year = {2025},   note = {R package version 25.1.1},   url = {https://agdamsbo.github.io/prioritized.grouping/}, }"},{"path":"https://agdamsbo.github.io/prioritized.grouping/index.html","id":"group-allocation-based-on-individual-subject-prioritization","dir":"","previous_headings":"","what":"Group allocation based on individual subject prioritization","title":"Group allocation based on individual subject prioritization","text":"project initially developed co-worker told , grouping students individual priorities hand preparing spend day . insisted go solving problem R. Now functionality baked Teams (told least), though . functionality later extended allow -called “pedagogical redraw”, students manually grouped consideration factors given priorities algorithmic assignment. single addition makes quite useful schools educational institutions, customisation allowed grouping.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/index.html","id":"shiny-version","dir":"","previous_headings":"","what":"Shiny version","title":"Group allocation based on individual subject prioritization","text":"hosting shiny version package, allows use majority functions. Use app also attempted package shinylive program, “Symphony” solver build run webr. /happens, another go.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/index.html","id":"install-the-prioritizedgrouping-package","dir":"","previous_headings":"","what":"Install the {prioritized.grouping} package","title":"Group allocation based on individual subject prioritization","text":"","code":"pak::pak(\"agdamsbo/prioritized.grouping\")"},{"path":"https://agdamsbo.github.io/prioritized.grouping/index.html","id":"code-of-conduct","dir":"","previous_headings":"","what":"Code of Conduct","title":"Group allocation based on individual subject prioritization","text":"Please note prioritized.grouping project released Contributor Code Conduct. contributing project, agree abide terms.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/file_extension.html","id":null,"dir":"Reference","previous_headings":"","what":"Title — file_extension","title":"Title — file_extension","text":"Title","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/file_extension.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Title — file_extension","text":"","code":"file_extension(filenames)"},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/file_extension.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Title — file_extension","text":"filenames character vector file name. Splits last '.'.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/file_extension.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Title — file_extension","text":"character vector extension","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/file_extension.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Title — file_extension","text":"","code":"file_extension(\"data/prioritized_sample.csv\") #> [1] \"csv\""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/grouping_plot.html","id":null,"dir":"Reference","previous_headings":"","what":"Assessment performance overview — grouping_plot","title":"Assessment performance overview — grouping_plot","text":"function plots costs grouping subject every group. Performance measures printed fill: fraction filling relative capacity specified; mean: mean priority/cost group; n: number subjects group.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/grouping_plot.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Assessment performance overview — grouping_plot","text":"","code":"grouping_plot(   data,   columns = 4,   overall = FALSE,   viridis.option = \"D\",   viridis.direction = -1 )"},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/grouping_plot.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Assessment performance overview — grouping_plot","text":"data \"prioritized_groups_list\" class list 'prioritized_grouping()' columns number columns plot. Default=4. overall logical print overall groups mean priority/cost viridis.option option value passed 'viridisLite::viridis'. Default=\"D\". viridis.direction direction value passed 'viridisLite::viridis'. Default=-1.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/grouping_plot.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Assessment performance overview — grouping_plot","text":"ggplot2 list object","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/grouping_plot.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Assessment performance overview — grouping_plot","text":"","code":"#read.csv(here::here(\"data/prioritized_sample.csv\")) |> #  prioritized_grouping(cap_classes = sample(4:12, 17, TRUE)) |> #  grouping_plot() data.frame(id=paste0(\"id\",1:100), matrix(replicate(100,sample(c(1:5,rep(NA,15)),10)),ncol=10,byrow = TRUE)) |> prioritized_grouping() |> grouping_plot(overall=TRUE) #> Loading required namespace: ROI #> Loading required namespace: ROI.plugin.symphony"},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/parse_prio_form.html","id":null,"dir":"Reference","previous_headings":"","what":"Parse input data with columns of priorities to columns of groups — parse_prio_form","title":"Parse input data with columns of priorities to columns of groups — parse_prio_form","text":"handles transforming data typical Google form format compatible prioritized_grouping().","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/parse_prio_form.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Parse input data with columns of priorities to columns of groups — parse_prio_form","text":"","code":"parse_prio_form(data, id = 1, prio.cols, sort.cols = FALSE)"},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/parse_prio_form.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Parse input data with columns of priorities to columns of groups — parse_prio_form","text":"data data.frame tibble id id column. Numeric index column name. Default 1. prio.cols priority columns. Numeric indices column names. sort.cols flag sort priority columns names/indices. Default=FALSE","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/parse_prio_form.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Parse input data with columns of priorities to columns of groups — parse_prio_form","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/parse_string_form.html","id":null,"dir":"Reference","previous_headings":"","what":"Parse input data from column of strings with prioritised group names — parse_string_form","title":"Parse input data from column of strings with prioritised group names — parse_string_form","text":"handles transforming data typical Microsoft form format compatible prioritized_grouping().","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/parse_string_form.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Parse input data from column of strings with prioritised group names — parse_string_form","text":"","code":"parse_string_form(data, id = 1, string.col, pattern = NULL)"},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/parse_string_form.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Parse input data from column of strings with prioritised group names — parse_string_form","text":"data data.frame tibble id id column. Numeric index column name. Default 1. string.col string column. Numeric index column name. pattern regex pattern use splitting priorities string strsplit(). Default \";\".","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/parse_string_form.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Parse input data from column of strings with prioritised group names — parse_string_form","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/plot.prioritized_groups_list.html","id":null,"dir":"Reference","previous_headings":"","what":"Plot extension for easy groupings plot — plot.prioritized_groups_list","title":"Plot extension for easy groupings plot — plot.prioritized_groups_list","text":"Plot extension easy groupings plot","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/plot.prioritized_groups_list.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Plot extension for easy groupings plot — plot.prioritized_groups_list","text":"","code":"# S3 method for class 'prioritized_groups_list' plot(x, ...)"},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/plot.prioritized_groups_list.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Plot extension for easy groupings plot — plot.prioritized_groups_list","text":"x data class 'prioritized_groups_list' ... passed 'grouping_plot()'","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/plot.prioritized_groups_list.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Plot extension for easy groupings plot — plot.prioritized_groups_list","text":"ggplot2 list object","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/plot.prioritized_groups_list.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Plot extension for easy groupings plot — plot.prioritized_groups_list","text":"","code":"# read.csv(here::here(\"data/prioritized_sample.csv\")) |> #   prioritized_grouping() |> #   plot(overall = TRUE, viridis.option=\"D\",viridis.direction=-1)"},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/prioritized_grouping.html","id":null,"dir":"Reference","previous_headings":"","what":"Solve grouping based on priorities or costs. — prioritized_grouping","title":"Solve grouping based on priorities or costs. — prioritized_grouping","text":"Solve grouping based priorities costs.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/prioritized_grouping.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Solve grouping based on priorities or costs. — prioritized_grouping","text":"","code":"prioritized_grouping(   data,   cap_classes = NULL,   excess_space = 20,   pre_grouped = NULL,   seed = 6293812 )"},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/prioritized_grouping.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Solve grouping based on priorities or costs. — prioritized_grouping","text":"data data set wide format. First column ID, one column group containing cost/priorities. cap_classes class capacity. Numeric vector length 1 length=number groups. NULL equal group sizes calculated. Default NULL. excess_space allowed excess group fill percentage. Default 20. Supplied group capacities enlarged factors rounded . pre_grouped Pre grouped data set. Optional. contain two columns, 'id' 'group', 'group' containing given group index. seed specify seed value. complex problems.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/prioritized_grouping.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Solve grouping based on priorities or costs. — prioritized_grouping","text":"list custom class 'prioritized_groups_list'","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/reference/prioritized_grouping.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Solve grouping based on priorities or costs. — prioritized_grouping","text":"","code":"# prioritized_grouping( # data=read.csv(here::here(\"data/prioritized_sample.csv\")), # pre_grouped=read.csv(here::here(\"data/pre_grouped.csv\"))) |> plot() data.frame(id=paste0(\"id\",1:100), matrix(replicate(100,sample(c(1:5,rep(NA,15)),10)),ncol=10,byrow = TRUE)) |> prioritized_grouping()"},{"path":"https://agdamsbo.github.io/prioritized.grouping/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/prioritized.grouping/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/prioritized.grouping/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/prioritized.grouping/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/prioritized.grouping/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\") #>    id ab age imm vis ver att del #> 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 #> 11  6  1  67  47  38  29  52  40 #> 12  6  2  70  49  35  30  52  50 #> 13  7  1  69  37  36  21  28  38 #> 14  7  2  74  27  32  16  28  27 #> 15  8  1  67  26  31  24  42  38 #> 16  8  2  63  25  33  21  42  38 #> 17  9  1  73  34  31  27  40  34 #> 18  9  2  70  35  31  32  36  42 #> 19 10  1  59  43  35  29  46  38 #> 20 10  2  63  49  37  36  39  39 #> 21 11  1  62  45  37  30  54  40 #> 22 11  2  66  41  39  41  42  37 #> 23 12  1  80  47  34  32  49  42 #> 24 12  2  76  45  28  27  41  46 #> 25 13  1  69  17  30  17  23  27 #> 26 13  2  71   8  29  16  10  15 #> 27 14  1  71  42  37  26  33  41 #> 28 14  2  75  33  37  27  34  40"},{"path":"https://agdamsbo.github.io/prioritized.grouping/news/index.html","id":"version-2511","dir":"Changelog","previous_headings":"","what":"Version 25.1.1","title":"Version 25.1.1","text":"UI tweaks first release Zenodo. Added options interpret Google Microsoft forms data formats.","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/news/index.html","id":"version-24102","dir":"Changelog","previous_headings":"","what":"Version 24.10.2","title":"Version 24.10.2","text":"Working allow direct import online form results NEW: prio2groups() helper function widen format apply valid format prioritized_grouping() importing spreadsheet. Wish list supported platforms: Google Forms [WIP] Teams REDCap Survey","code":""},{"path":"https://agdamsbo.github.io/prioritized.grouping/news/index.html","id":"version-24101","dir":"Changelog","previous_headings":"","what":"Version 24.10.1","title":"Version 24.10.1","text":"First proper public version. package mainly build easy use shiny-interface, can easily used directly R main prioritized_grouping() function. function mainly wrapper around ROI package ROI.plugin.symphony plugin. File types accepted shiny-app .csv, .xls(x) .ods. project initially developed co-worker told , grouping students individual priorities hand preparing spend day . insisted go solving problem R. Now functionality baked Teams (told least), though . still think small app value, allows -called “pedagogical redraw”, students manually grouped consideration factors given priorities algorithmic assignment. , said, first official version working example. documentation needed added feedback. please, feedback welcome!","code":""}]