diff --git a/404.html b/404.html
index 94e53bc..e72f795 100644
--- a/404.html
+++ b/404.html
@@ -24,7 +24,7 @@
     
     <a class="navbar-brand me-2" href="http://langcog.github.io/wordbankr/index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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 f459509..3377487 100644
--- a/articles/index.html
+++ b/articles/index.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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/wordbankr.html b/articles/wordbankr.html
index c41ae62..691843d 100644
--- a/articles/wordbankr.html
+++ b/articles/wordbankr.html
@@ -26,7 +26,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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">
@@ -72,7 +72,7 @@
                         <h4 data-toc-skip class="author">Mika
 Braginsky</h4>
             
-            <h4 data-toc-skip class="date">2024-02-14</h4>
+            <h4 data-toc-skip class="date">2024-03-04</h4>
       
       <small class="dont-index">Source: <a href="https://github.com/langcog/wordbankr/blob/HEAD/vignettes/wordbankr.Rmd" class="external-link"><code>vignettes/wordbankr.Rmd</code></a></small>
       <div class="d-none name"><code>wordbankr.Rmd</code></div>
diff --git a/authors.html b/authors.html
index 0f36008..2d2ca17 100644
--- a/authors.html
+++ b/authors.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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">
@@ -77,13 +77,13 @@ <h2 id="citation">Citation</h2>
 
       <p>Braginsky M (2024).
 <em>wordbankr: Accessing the Wordbank Database</em>.
-R package version 1.1.0, https://github.com/langcog/wordbankr/, <a href="https://langcog.github.io/wordbankr/" class="external-link">https://langcog.github.io/wordbankr/</a>. 
+R package version 1.0.3, https://github.com/langcog/wordbankr/, <a href="https://langcog.github.io/wordbankr/" class="external-link">https://langcog.github.io/wordbankr/</a>. 
 </p>
       <pre>@Manual{,
   title = {wordbankr: Accessing the Wordbank Database},
   author = {Mika Braginsky},
   year = {2024},
-  note = {R package version 1.1.0, https://github.com/langcog/wordbankr/},
+  note = {R package version 1.0.3, https://github.com/langcog/wordbankr/},
   url = {https://langcog.github.io/wordbankr/},
 }</pre>
     </div>
diff --git a/index.html b/index.html
index 58264c3..0bc2458 100644
--- a/index.html
+++ b/index.html
@@ -30,7 +30,7 @@
     
     <a class="navbar-brand me-2" href="index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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 ac6935b..2487ce7 100644
--- a/news/index.html
+++ b/news/index.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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">
@@ -47,6 +47,12 @@
       <small>Source: <a href="https://github.com/langcog/wordbankr/blob/HEAD/NEWS.md" class="external-link"><code>NEWS.md</code></a></small>
     </div>
 
+    <div class="section level2">
+<h2 class="pkg-version" data-toc-text="1.0.3" id="wordbankr-103">wordbankr 1.0.3<a class="anchor" aria-label="anchor" href="#wordbankr-103"></a></h2><p class="text-muted">CRAN release: 2024-03-01</p>
+<ul><li>allow for inclusion of study internal IDs</li>
+<li>correctly handle new database values</li>
+<li>minor bug fixes</li>
+</ul></div>
     <div class="section level2">
 <h2 class="pkg-version" data-toc-text="1.0.2" id="wordbankr-102">wordbankr 1.0.2<a class="anchor" aria-label="anchor" href="#wordbankr-102"></a></h2><p class="text-muted">CRAN release: 2023-11-09</p>
 <ul><li>more graceful failure for connection issues</li>
diff --git a/pkgdown.yml b/pkgdown.yml
index 577d942..27f6a98 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -1,9 +1,9 @@
-pandoc: 2.19.2
+pandoc: 3.1.11
 pkgdown: 2.0.7
 pkgdown_sha: ~
 articles:
   wordbankr: wordbankr.html
-last_built: 2024-02-14T18:16Z
+last_built: 2024-03-04T17:18Z
 urls:
   reference: http://langcog.github.io/wordbankr/reference
   article: http://langcog.github.io/wordbankr/articles
diff --git a/reference/connect_to_wordbank.html b/reference/connect_to_wordbank.html
index d3b7012..ea4fb88 100644
--- a/reference/connect_to_wordbank.html
+++ b/reference/connect_to_wordbank.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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/fit_aoa.html b/reference/fit_aoa.html
index 331fb78..188f142 100644
--- a/reference/fit_aoa.html
+++ b/reference/fit_aoa.html
@@ -16,7 +16,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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/fit_vocab_quantiles.html b/reference/fit_vocab_quantiles.html
index e2b0fc9..f48edb0 100644
--- a/reference/fit_vocab_quantiles.html
+++ b/reference/fit_vocab_quantiles.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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_administration_data.html b/reference/get_administration_data.html
index 03f6683..87843c3 100644
--- a/reference/get_administration_data.html
+++ b/reference/get_administration_data.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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_common_table.html b/reference/get_common_table.html
index 6cae105..a9155f2 100644
--- a/reference/get_common_table.html
+++ b/reference/get_common_table.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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_crossling_data.html b/reference/get_crossling_data.html
index 14b92ee..cda0db8 100644
--- a/reference/get_crossling_data.html
+++ b/reference/get_crossling_data.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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_crossling_items.html b/reference/get_crossling_items.html
index 7fd2edd..73f5959 100644
--- a/reference/get_crossling_items.html
+++ b/reference/get_crossling_items.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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_datasets.html b/reference/get_datasets.html
index 9c90a22..b2469cb 100644
--- a/reference/get_datasets.html
+++ b/reference/get_datasets.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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_instrument_data.html b/reference/get_instrument_data.html
index 8724752..089b646 100644
--- a/reference/get_instrument_data.html
+++ b/reference/get_instrument_data.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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_instrument_table.html b/reference/get_instrument_table.html
index 68e6b49..89c2237 100644
--- a/reference/get_instrument_table.html
+++ b/reference/get_instrument_table.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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_instruments.html b/reference/get_instruments.html
index caaaa94..5d0292c 100644
--- a/reference/get_instruments.html
+++ b/reference/get_instruments.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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_item_data.html b/reference/get_item_data.html
index a4af69e..cbd9fe9 100644
--- a/reference/get_item_data.html
+++ b/reference/get_item_data.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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_wordbank_args.html b/reference/get_wordbank_args.html
index ae984fa..633d84b 100644
--- a/reference/get_wordbank_args.html
+++ b/reference/get_wordbank_args.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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 e8a1384..9cce4d7 100644
--- a/reference/index.html
+++ b/reference/index.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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/summarise_items.html b/reference/summarise_items.html
index 6c985d5..5191115 100644
--- a/reference/summarise_items.html
+++ b/reference/summarise_items.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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/wordbankr-package.html b/reference/wordbankr-package.html
index 9e8c8f8..21f891e 100644
--- a/reference/wordbankr-package.html
+++ b/reference/wordbankr-package.html
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">wordbankr</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.1.0</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.0.3</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 50ffa79..493a2a2 100644
--- a/search.json
+++ b/search.json
@@ -1 +1 @@
-[{"path":"http://langcog.github.io/wordbankr/articles/wordbankr.html","id":"administrations","dir":"Articles","previous_headings":"","what":"Administrations","title":"Accessing the Wordbank database","text":"get_administration_data() function gives -administration information, either specific language /form instruments.","code":"get_administration_data(language = \"English (American)\", form = \"WS\") ## # A tibble: 9,093 × 12 ##    data_id date_of_test   age comprehension production is_norming dataset_name ##      <dbl> <chr>        <int>         <int>      <int> <lgl>      <chr>        ##  1  396587 2010-06-27      25           658        658 FALSE      Marchman     ##  2  396588 2010-07-08      26           552        552 FALSE      Marchman     ##  3  396589 2010-10-14      24           504        504 FALSE      Marchman     ##  4  396590 2010-08-18      26           272        272 FALSE      Marchman     ##  5  396591 2010-08-17      24           350        350 FALSE      Marchman     ##  6  396592 2010-05-25      25           580        580 FALSE      Marchman     ##  7  396593 2010-03-05      22           351        351 FALSE      Marchman     ##  8  396594 2010-03-03      24           310        310 FALSE      Marchman     ##  9  396595 2010-05-25      25           257        257 FALSE      Marchman     ## 10  396596 2010-07-21      26           188        188 FALSE      Marchman     ## # ℹ 9,083 more rows ## # ℹ 5 more variables: dataset_origin_name <chr>, language <chr>, form <chr>, ## #   form_type <chr>, child_id <int> get_administration_data() ## # A tibble: 100,527 × 12 ##    data_id date_of_test   age comprehension production is_norming dataset_name ##      <dbl> <chr>        <int>         <int>      <int> <lgl>      <chr>        ##  1  277770 NA              10            31         15 FALSE      Alroqi       ##  2  277771 NA              13            28         14 FALSE      Alroqi       ##  3  277772 NA              10            12          1 FALSE      Alroqi       ##  4  277773 NA              12           162         10 FALSE      Alroqi       ##  5  277774 NA              13            40         12 FALSE      Alroqi       ##  6  277775 NA              11            13          2 FALSE      Alroqi       ##  7  277776 NA               9             2          2 FALSE      Alroqi       ##  8  277777 NA              14            71         16 FALSE      Alroqi       ##  9  277778 NA              10            42          2 FALSE      Alroqi       ## 10  277780 NA              11            19          3 FALSE      Alroqi       ## # ℹ 100,517 more rows ## # ℹ 5 more variables: dataset_origin_name <chr>, language <chr>, form <chr>, ## #   form_type <chr>, child_id <int>"},{"path":"http://langcog.github.io/wordbankr/articles/wordbankr.html","id":"items","dir":"Articles","previous_headings":"","what":"Items","title":"Accessing the Wordbank database","text":"get_item_data() function gives -item information, either specific language /form instruments.","code":"get_item_data(language = \"Italian\", form = \"WG\") ## # A tibble: 505 × 11 ##    item_id language form  form_type item_kind   category item_definition         ##    <chr>   <chr>    <chr> <chr>     <chr>       <chr>    <chr>                   ##  1 item_1  Italian  WG    WG        first_signs NA       Risponde quando è chia… ##  2 item_2  Italian  WG    WG        first_signs NA       Risponde ad un No       ##  3 item_3  Italian  WG    WG        first_signs NA       Reagisce ad un C'è la … ##  4 item_4  Italian  WG    WG        phrases     NA       Vuoi la pappa           ##  5 item_5  Italian  WG    WG        phrases     NA       Hai sonno? Sei stanco   ##  6 item_6  Italian  WG    WG        phrases     NA       Vuoi bere?              ##  7 item_7  Italian  WG    WG        phrases     NA       Stai attento            ##  8 item_8  Italian  WG    WG        phrases     NA       Stai buono              ##  9 item_9  Italian  WG    WG        phrases     NA       Batti le manine         ## 10 item_10 Italian  WG    WG        phrases     NA       Cambiamo il pannolino   ## # ℹ 495 more rows ## # ℹ 4 more variables: english_gloss <chr>, uni_lemma <chr>, ## #   lexical_category <chr>, complexity_category <chr> get_item_data() ## # A tibble: 46,746 × 11 ##    item_id language           form  form_type item_kind category item_definition ##    <chr>   <chr>              <chr> <chr>     <chr>     <chr>    <chr>           ##  1 item_1  British Sign Lang… WG    WG        phrases   NA       be careful      ##  2 item_2  British Sign Lang… WG    WG        phrases   NA       bring me        ##  3 item_3  British Sign Lang… WG    WG        phrases   NA       change nappy    ##  4 item_4  British Sign Lang… WG    WG        phrases   NA       come here       ##  5 item_5  British Sign Lang… WG    WG        phrases   NA       daddy/mummy ho… ##  6 item_6  British Sign Lang… WG    WG        phrases   NA       donttouch       ##  7 item_7  British Sign Lang… WG    WG        phrases   NA       finish          ##  8 item_8  British Sign Lang… WG    WG        phrases   NA       get up          ##  9 item_9  British Sign Lang… WG    WG        phrases   NA       give me hug     ## 10 item_10 British Sign Lang… WG    WG        phrases   NA       give me kiss    ## # ℹ 46,736 more rows ## # ℹ 4 more variables: english_gloss <chr>, uni_lemma <chr>, ## #   lexical_category <chr>, complexity_category <chr>"},{"path":"http://langcog.github.io/wordbankr/articles/wordbankr.html","id":"administrations-x-items","dir":"Articles","previous_headings":"","what":"Administrations x Items","title":"Accessing the Wordbank database","text":"looking total vocabulary size, admins need, since productive receptive vocabulary sizes calculated. looking specific items subsets items, need load instrument data, using get_instrument_data() function. Pass instrument language form, along list items want extract (item_id). default get_instrument_table() returns data frame columns administration’s data_id, item’s num_item_id (numerical item_id), corresponding value. include administration information, can set administrations argument TRUE, pass result get_administration_data() administrations (way can prevent administration data loaded multiple times). Similarly, can set iteminfo argument TRUE, pass result get_item_data(). Loading data fast need handful items, time scales linearly number items, can get quite slow need many . , ’s good idea filter items need calling get_instrument_data(). example, let’s say want look production animal words English Words & Sentences age. First get items want: get instrument data items: Finally, calculate many animals words child produces median number animals age bin:","code":"get_instrument_data(   language = \"English (American)\",   form = \"WS\",   items = c(\"item_26\", \"item_46\") ) ## # A tibble: 20,296 × 5 ##    data_id item_id value    produces understands ##      <dbl> <chr>   <chr>    <lgl>    <lgl>       ##  1  396587 item_26 produces TRUE     NA          ##  2  396588 item_26 produces TRUE     NA          ##  3  396589 item_26 produces TRUE     NA          ##  4  396590 item_26 produces TRUE     NA          ##  5  396591 item_26 produces TRUE     NA          ##  6  396592 item_26 produces TRUE     NA          ##  7  396593 item_26 produces TRUE     NA          ##  8  396594 item_26 produces TRUE     NA          ##  9  396595 item_26 produces TRUE     NA          ## 10  396596 item_26 produces TRUE     NA          ## # ℹ 20,286 more rows items <- get_item_data(language = \"English (American)\", form = \"WS\") if (!is.null(items)) {   animals <- items %>% filter(category == \"animals\") } if (!is.null(animals)) {   animal_data <- get_instrument_data(language = \"English (American)\",                                      form = \"WS\",                                      items = animals$item_id,                                      administration_info = TRUE,                                      item_info = TRUE) } if (!is.null(animal_data)) {   animal_summary <- animal_data %>%     group_by(age, data_id) %>%     summarise(num_animals = sum(produces, na.rm = TRUE)) %>%     group_by(age) %>%     summarise(median_num_animals = median(num_animals, na.rm = TRUE))      ggplot(animal_summary, aes(x = age, y = median_num_animals)) +     geom_point() +     labs(x = \"Age (months)\", y = \"Median animal words producing\") }"},{"path":[]},{"path":"http://langcog.github.io/wordbankr/articles/wordbankr.html","id":"instruments","dir":"Articles","previous_headings":"Metadata","what":"Instruments","title":"Accessing the Wordbank database","text":"get_instruments() function gives information CDI instruments Wordbank.","code":"get_instruments() ## # A tibble: 89 × 8 ##    instrument_id language            form  form_type age_min age_max has_grammar ##            <int> <chr>               <chr> <chr>       <int>   <int>       <int> ##  1             1 British Sign Langu… WG    WG              8      36           0 ##  2             2 Cantonese           WS    WS             16      30           0 ##  3             3 Croatian            WG    WG              8      16           0 ##  4             4 Croatian            WS    WS             16      30           0 ##  5             5 Danish              WG    WG              8      20           0 ##  6             6 Danish              WS    WS             16      36           1 ##  7             7 English (American)  WG    WG              8      18           0 ##  8             8 English (American)  WS    WS             16      30           1 ##  9             9 French (Quebecois)  WG    WG              8      16           0 ## 10            10 French (Quebecois)  WS    WS             16      30           1 ## # ℹ 79 more rows ## # ℹ 1 more variable: unilemma_coverage <dbl>"},{"path":"http://langcog.github.io/wordbankr/articles/wordbankr.html","id":"datasets","dir":"Articles","previous_headings":"Metadata","what":"Datasets","title":"Accessing the Wordbank database","text":"get_datasets() function gives information datasets Wordbank, either specific language /form instruments. admin_data argument set TRUE, results also include number administrations database dataset.","code":"get_datasets(form = \"WG\") ## # A tibble: 44 × 15 ##    dataset_id dataset_name  dataset_origin_name     contributor citation license ##         <int> <chr>         <chr>                   <chr>       <chr>    <chr>   ##  1          5 Marchman      Marchman_Norming_Engli… Larry Fens… \"Fenson… CC-BY   ##  2          6 Byers         Byers__English (Americ… Krista Bye… \"\"       CC-BY   ##  3          7 Thal          Thal                    Donna Thal… \"Thal, … CC-BY   ##  4          9 Marchman      Marchman_Norming_Spani… Donna Jack… \"Jackso… CC-BY   ##  5         12 Kristoffersen Kristoffersen_longitud… Hanne Simo… \"Simons… CC-BY   ##  6         13 CLEX          CLEX__Croatian_WG       Melita Kov… \"Kovace… CC-BY   ##  7         17 CLEX          CLEX__Russian_WG        Stella Cey… \"Е.А.Ве… CC-BY   ##  8         19 CLEX          CLEX__Swedish_WG        Mårten Eri… \"Erikss… CC-BY   ##  9         21 CLEX          CLEX__Turkish_WG        Aylin Künt… \"Acarla… CC-BY   ## 10         23 Shalev        Shalev__Hebrew_WG       Hila Gendl… \"Gendle… CC-BY   ## # ℹ 34 more rows ## # ℹ 9 more variables: longitudinal <lgl>, source <chr>, date_format <chr>, ## #   file_location <chr>, norming <chr>, splitcol <chr>, language <chr>, ## #   form <chr>, form_type <chr> get_datasets(language = \"Spanish (Mexican)\", admin_data = TRUE) ## # A tibble: 7 × 16 ##   dataset_id dataset_name dataset_origin_name       contributor citation license ##        <int> <chr>        <chr>                     <chr>       <chr>    <chr>   ## 1          8 Marchman     Marchman Dallas Bilingual Donna Jack… Marchma… CC-BY   ## 2          9 Marchman     Marchman_Norming_Spanish… Donna Jack… Jackson… CC-BY   ## 3         55 Fernald      Fernald_Outreach_Spanish… Anne Ferna… Weisled… CC-BY   ## 4         56 Fernald      Fernald_Outreach_Spanish… Anne Ferna… Weisled… CC-BY   ## 5         76 Marchman     Marchman_Norming_Spanish… Donna Jack… Jackson… CC-BY   ## 6         87 Hoff         Hoff_English_Mexican_Bil… Erika Hoff… Hoff, E… CC-BY   ## 7        135 Hoff         Hoff_English_Mexican_Bil… Erika Hoff… Hoff, E… CC-BY   ## # ℹ 10 more variables: longitudinal <lgl>, source <chr>, date_format <chr>, ## #   file_location <chr>, norming <chr>, splitcol <chr>, language <chr>, ## #   form <chr>, form_type <chr>, n_admins <dbl>"},{"path":"http://langcog.github.io/wordbankr/articles/wordbankr.html","id":"advanced-functionality-age-of-acquisition","dir":"Articles","previous_headings":"","what":"Advanced functionality: Age of acquisition","title":"Accessing the Wordbank database","text":"fit_aoa() function computes estimates items’ age acquisition (AoA). needs provided data frame returned get_instrument_data() – one row per administration x item combination, minimally columns age num_item_id. returns data frame one row per item aoa column estimate, preserving item-level columns input data. AoA estimated computing proportion administrations child understands/produces (measure) word, smoothing proportion using method, taking age smoothed value greater proportion.","code":"fit_aoa(animal_data) ## # A tibble: 43 × 8 ##      aoa item_id item_kind item_definition category lexical_category uni_lemma ##    <dbl> <chr>   <chr>     <chr>           <chr>    <chr>            <chr>     ##  1    26 item_13 word      alligator       animals  nouns            alligator ##  2    25 item_14 word      animal          animals  nouns            animal    ##  3    26 item_15 word      ant             animals  nouns            ant       ##  4    20 item_16 word      bear            animals  nouns            bear      ##  5    22 item_17 word      bee             animals  nouns            bee       ##  6    18 item_18 word      bird            animals  nouns            bird      ##  7    23 item_19 word      bug             animals  nouns            bug       ##  8    22 item_20 word      bunny           animals  nouns            bunny     ##  9    24 item_21 word      butterfly       animals  nouns            butterfly ## 10    18 item_22 word      cat             animals  nouns            cat       ## # ℹ 33 more rows ## # ℹ 1 more variable: complexity_category <chr> fit_aoa(animal_data, method = \"glmrob\", proportion = 1/3) ## # A tibble: 43 × 8 ##      aoa item_id item_kind item_definition category lexical_category uni_lemma ##    <dbl> <chr>   <chr>     <chr>           <chr>    <chr>            <chr>     ##  1    24 item_13 word      alligator       animals  nouns            alligator ##  2    23 item_14 word      animal          animals  nouns            animal    ##  3    23 item_15 word      ant             animals  nouns            ant       ##  4    18 item_16 word      bear            animals  nouns            bear      ##  5    20 item_17 word      bee             animals  nouns            bee       ##  6    NA item_18 word      bird            animals  nouns            bird      ##  7    21 item_19 word      bug             animals  nouns            bug       ##  8    19 item_20 word      bunny           animals  nouns            bunny     ##  9    22 item_21 word      butterfly       animals  nouns            butterfly ## 10    NA item_22 word      cat             animals  nouns            cat       ## # ℹ 33 more rows ## # ℹ 1 more variable: complexity_category <chr>"},{"path":"http://langcog.github.io/wordbankr/articles/wordbankr.html","id":"advanced-functionality-cross-linguistic-data","dir":"Articles","previous_headings":"","what":"Advanced functionality: Cross-linguistic data","title":"Accessing the Wordbank database","text":"One item-level fields uni_lemma (“universal lemma”), intended approximate semantic mapping words across languages Wordbank. function get_crossling_items() simply gives available uni_lemma values. function get_crossling_data() takes vector uni_lemmas returns data frame summary statistics item mapped uni_lemma language (WG forms). row combination item age, columns indicate number children (n_children), means (comprehension, production), standard deviations (comprehension_sd, production_sd), item-level fields.","code":"get_crossling_items() ## # A tibble: 2,570 × 2 ##       id uni_lemma                 ##    <int> <chr>                     ##  1  1739 (hair)brush               ##  2  1552 (play)pen                 ##  3  1494 (sheep)                   ##  4  1783 (to be in) pain           ##  5  1777 (to be) hungry            ##  6  1775 (to be) thirsty           ##  7  1769 (to have) breakfast       ##  8  1272 [possessive]              ##  9  1593 [to splash in the water?] ## 10  1951 1PL                       ## # ℹ 2,560 more rows get_crossling_data(uni_lemmas = c(\"hat\", \"nose\")) %>%   select(language, uni_lemma, item_definition, age, n_children, comprehension,          production, comprehension_sd, production_sd) %>%   arrange(uni_lemma)"},{"path":"http://langcog.github.io/wordbankr/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Mika Braginsky. Author, maintainer. Daniel Yurovsky. Contributor. Michael Frank. Contributor. Danielle Kellier. Contributor. Alvin Tan. Contributor.","code":""},{"path":"http://langcog.github.io/wordbankr/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Braginsky M (2024). wordbankr: Accessing Wordbank Database. R package version 1.1.0, https://github.com/langcog/wordbankr/, https://langcog.github.io/wordbankr/.","code":"@Manual{,   title = {wordbankr: Accessing the Wordbank Database},   author = {Mika Braginsky},   year = {2024},   note = {R package version 1.1.0, https://github.com/langcog/wordbankr/},   url = {https://langcog.github.io/wordbankr/}, }"},{"path":"http://langcog.github.io/wordbankr/index.html","id":"wordbankr","dir":"","previous_headings":"","what":"Accessing the Wordbank Database","title":"Accessing the Wordbank Database","text":"R package accessing Wordbank database.","code":""},{"path":"http://langcog.github.io/wordbankr/index.html","id":"installation","dir":"","previous_headings":"","what":"Installation","title":"Accessing the Wordbank Database","text":"install released version CRAN: install latest development version:","code":"install.packages(\"wordbankr\") # install.packages(\"devtools\") devtools::install_github(\"langcog/wordbankr\")"},{"path":"http://langcog.github.io/wordbankr/index.html","id":"usage","dir":"","previous_headings":"","what":"Usage","title":"Accessing the Wordbank Database","text":"See instruments (languages forms) available: Get -administration data: Get -item data: Get administration--item data: details, see vignette.","code":"instrument <- get_instruments() english_ws_admins <- get_administration_data(\"English (American)\", \"WS\") all_admins <- get_administration_data() english_ws_items <- get_item_data(\"English (American)\", \"WS\") all_items <- get_item_data() english_ws_data <- get_instrument_data(\"English (American)\", \"WS\")"},{"path":"http://langcog.github.io/wordbankr/reference/connect_to_wordbank.html","id":null,"dir":"Reference","previous_headings":"","what":"Connect to the Wordbank database — connect_to_wordbank","title":"Connect to the Wordbank database — connect_to_wordbank","text":"Connect Wordbank database","code":""},{"path":"http://langcog.github.io/wordbankr/reference/connect_to_wordbank.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Connect to the Wordbank database — connect_to_wordbank","text":"","code":"connect_to_wordbank(db_args = NULL)"},{"path":"http://langcog.github.io/wordbankr/reference/connect_to_wordbank.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Connect to the Wordbank database — connect_to_wordbank","text":"db_args List arguments connect wordbank mysql database (host, dbname, user, password).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/connect_to_wordbank.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Connect to the Wordbank database — connect_to_wordbank","text":"src object connection Wordbank database.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/connect_to_wordbank.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Connect to the Wordbank database — connect_to_wordbank","text":"","code":"# \\donttest{ src <- connect_to_wordbank() # }"},{"path":"http://langcog.github.io/wordbankr/reference/fit_aoa.html","id":null,"dir":"Reference","previous_headings":"","what":"Fit age of acquisition estimates for Wordbank data — fit_aoa","title":"Fit age of acquisition estimates for Wordbank data — fit_aoa","text":"item input data, estimate age acquisition earliest age (months) proportion children understand/produce item greater threshold. proportions used can empirical first smoothed model.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/fit_aoa.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Fit age of acquisition estimates for Wordbank data — fit_aoa","text":"","code":"fit_aoa(   instrument_data,   measure = \"produces\",   method = \"glm\",   proportion = 0.5,   age_min = min(instrument_data$age, na.rm = TRUE),   age_max = max(instrument_data$age, na.rm = TRUE) )"},{"path":"http://langcog.github.io/wordbankr/reference/fit_aoa.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Fit age of acquisition estimates for Wordbank data — fit_aoa","text":"instrument_data data frame returned get_instrument_data, must \"age\" column \"num_item_id\" column. measure One \"produces\" \"understands\" (defaults \"produces\"). method string indicating smoothing method use: empirical use empirical proportions,  glm fit logistic linear model, glmrob robust logistic linear model (defaults glm). proportion number 0 1 indicating threshold proportion children. age_min minimum age allow age acquisition. Defaults minimum age instrument_data age_max maximum age allow age acquisition. Defaults maximum age instrument_data","code":""},{"path":"http://langcog.github.io/wordbankr/reference/fit_aoa.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Fit age of acquisition estimates for Wordbank data — fit_aoa","text":"data frame every row item, item-level columns   input data preserved, aoa column contains age   acquisition estimates.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/fit_aoa.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Fit age of acquisition estimates for Wordbank data — fit_aoa","text":"","code":"# \\donttest{ eng_ws_data <- get_instrument_data(language = \"English (American)\",                                    form = \"WS\",                                    items = c(\"item_1\", \"item_42\"),                                    administration_info = TRUE) if (!is.null(eng_ws_data)) eng_ws_aoa <- fit_aoa(eng_ws_data) # }"},{"path":"http://langcog.github.io/wordbankr/reference/fit_vocab_quantiles.html","id":null,"dir":"Reference","previous_headings":"","what":"Fit quantiles to vocabulary sizes using quantile regression — fit_vocab_quantiles","title":"Fit quantiles to vocabulary sizes using quantile regression — fit_vocab_quantiles","text":"Fit quantiles vocabulary sizes using quantile regression","code":""},{"path":"http://langcog.github.io/wordbankr/reference/fit_vocab_quantiles.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Fit quantiles to vocabulary sizes using quantile regression — fit_vocab_quantiles","text":"","code":"fit_vocab_quantiles(vocab_data, measure, group, quantiles = \"standard\")"},{"path":"http://langcog.github.io/wordbankr/reference/fit_vocab_quantiles.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Fit quantiles to vocabulary sizes using quantile regression — fit_vocab_quantiles","text":"vocab_data data frame returned get_administration_data. measure column vocab_data vocabulary values (production comprehension). group (Optional) column vocab_data group . quantiles Either one \"standard\" (default), \"deciles\", \"quintiles\", \"quartiles\", \"median\", numeric vector quantile values.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/fit_vocab_quantiles.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Fit quantiles to vocabulary sizes using quantile regression — fit_vocab_quantiles","text":"data frame columns \"language\", \"form\", \"age\", group (specified), \"quantile\", measure, measure   fit vocabulary value quantile age.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/fit_vocab_quantiles.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Fit quantiles to vocabulary sizes using quantile regression — fit_vocab_quantiles","text":"","code":"# \\donttest{ eng_wg <- get_administration_data(language = \"English (American)\",                                   form = \"WG\",                                   include_demographic_info = TRUE) if (!is.null(eng_wg)) {   vocab_quantiles <- fit_vocab_quantiles(eng_wg, production)   vocab_quantiles_sex <- fit_vocab_quantiles(eng_wg, production, sex)   vocab_quartiles <- fit_vocab_quantiles(eng_wg, production, quantiles = \"quartiles\") } #> Warning: `fit_vocab_quantiles()` was deprecated in wordbankr 1.0.0. #> ℹ Please use the vocabulary norms shiny app at #>   http://wordbank.stanford.edu/analyses?name=vocab_norms # }"},{"path":"http://langcog.github.io/wordbankr/reference/get_administration_data.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the Wordbank by-administration data — get_administration_data","title":"Get the Wordbank by-administration data — get_administration_data","text":"Get Wordbank -administration data","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_administration_data.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the Wordbank by-administration data — get_administration_data","text":"","code":"get_administration_data(   language = NULL,   form = NULL,   filter_age = TRUE,   include_demographic_info = FALSE,   include_birth_info = FALSE,   include_health_conditions = FALSE,   include_language_exposure = FALSE,   include_study_internal_id = FALSE,   db_args = NULL )"},{"path":"http://langcog.github.io/wordbankr/reference/get_administration_data.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the Wordbank by-administration data — get_administration_data","text":"language optional string specifying language's administrations retrieve. form optional string specifying form's administrations retrieve. filter_age logical indicating whether filter administrations ones valid age range instrument. include_demographic_info logical indicating whether include child's demographic information (birth_order, ethnicity, race, sex, caregiver_education). include_birth_info logical indicating whether include child's birth information (birth_weight, born_early_or_late, gestational_age, zygosity). include_health_conditions logical indicating whether include child's health condition information (nested dataframe health_conditions column health_condition_name). include_language_exposure logical indicating whether include child's language exposure information time administration (nested dataframe language_exposures columns language, exposure_proportion, age_of_first_exposure). include_study_internal_id logical indicating whether include child's ID original study data. db_args List arguments connect wordbank mysql database (host, dbname, user, password).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_administration_data.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the Wordbank by-administration data — get_administration_data","text":"data frame row CDI administration column   variable administration (data_id,  date_of_test, age, comprehension, production,  is_norming), dataset (dataset_name,  dataset_origin_name, language, form,  form_type), information child described   parameter specification.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_administration_data.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the Wordbank by-administration data — get_administration_data","text":"","code":"# \\donttest{ english_ws_admins <- get_administration_data(\"English (American)\", \"WS\") all_admins <- get_administration_data() # }"},{"path":"http://langcog.github.io/wordbankr/reference/get_common_table.html","id":null,"dir":"Reference","previous_headings":"","what":"Connect to a single Wordbank common table — get_common_table","title":"Connect to a single Wordbank common table — get_common_table","text":"Connect single Wordbank common table","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_common_table.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Connect to a single Wordbank common table — get_common_table","text":"","code":"get_common_table(src, name)"},{"path":"http://langcog.github.io/wordbankr/reference/get_common_table.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Connect to a single Wordbank common table — get_common_table","text":"src connection Wordbank database. name string indicating name common table.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_common_table.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Connect to a single Wordbank common table — get_common_table","text":"tbl object.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_data.html","id":null,"dir":"Reference","previous_headings":"","what":"Get item-by-age summary statistics for items across languages — get_crossling_data","title":"Get item-by-age summary statistics for items across languages — get_crossling_data","text":"Get item--age summary statistics items across languages","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_data.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get item-by-age summary statistics for items across languages — get_crossling_data","text":"","code":"get_crossling_data(uni_lemmas, db_args = NULL)"},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_data.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get item-by-age summary statistics for items across languages — get_crossling_data","text":"uni_lemmas character vector uni_lemmas. db_args List arguments connect wordbank mysql database (host, dbname, user, password).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_data.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get item-by-age summary statistics for items across languages — get_crossling_data","text":"dataframe row combination language, item,   age, columns summary statistics group: number children   (n_children), means (comprehension, production),   standard deviations (comprehension_sd, production_sd);   item-level variables (item_id, definition, uni_lemma,  lexical_category, lexical_class).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_data.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get item-by-age summary statistics for items across languages — get_crossling_data","text":"","code":"# \\donttest{ crossling_data <- get_crossling_data(uni_lemmas = \"dog\") #> Getting data for British Sign Language WG #> Getting data for Cantonese WS #> Getting data for Croatian WG #> Getting data for Croatian WS #> Getting data for Danish WG #> Getting data for Danish WS #> Getting data for English (American) WG #> Getting data for English (American) WS #> Getting data for French (Quebecois) WG #> Getting data for French (Quebecois) WS #> Getting data for German WS #> Getting data for Hebrew WG #> Getting data for Hebrew WS #> Getting data for Italian WG #> Getting data for Italian WS #> Getting data for Mandarin (Beijing) IC #> Getting data for Mandarin (Beijing) TC #> Getting data for Mandarin (Beijing) WS #> Getting data for Norwegian WG #> Getting data for Norwegian WS #> Getting data for Russian WG #> Getting data for Russian WS #> Getting data for Slovak WG #> Getting data for Slovak WS #> Getting data for Spanish (Mexican) WG #> Getting data for Spanish (Mexican) WS #> Getting data for Swedish WG #> Getting data for Swedish WS #> Getting data for Turkish WG #> Getting data for Turkish WS #> Getting data for English (British) TEDS Twos #> Getting data for American Sign Language FormA #> Getting data for American Sign Language FormBOne #> Getting data for American Sign Language FormBTwo #> Getting data for American Sign Language FormC #> Getting data for Greek (Cypriot) WS #> Getting data for Kigiriama WG #> Getting data for Kigiriama WS #> Getting data for Kiswahili WG #> Getting data for Kiswahili WS #> Getting data for Czech WS #> Getting data for English (Australian) WS #> Getting data for English (British) Oxford CDI #> Getting data for Latvian WG #> Getting data for Latvian WS #> Getting data for Korean WG #> Getting data for Korean WS #> Getting data for French (French) WG #> Getting data for French (French) WS #> Getting data for Spanish (European) WG #> Getting data for Spanish (European) WS #> Getting data for Portuguese (European) WG #> Getting data for Portuguese (European) WS #> Getting data for Mandarin (Taiwanese) WG #> Getting data for Mandarin (Taiwanese) WS #> Getting data for English (Irish) WS #> Getting data for Irish WS #> Getting data for Finnish WS #> Getting data for Dutch Swingley #> Getting data for Dutch WS #> Getting data for Dutch WG #> Getting data for Dutch FormOne #> Getting data for Dutch FormTwoA #> Getting data for Hungarian WS #> Getting data for Spanish (Argentinian) WS #> Getting data for American Sign Language CDITwo #> Getting data for Spanish (Chilean) WG #> Getting data for Spanish (Peruvian) WG #> Getting data for Spanish (Peruvian) WS #> Getting data for Persian WS #> Getting data for Persian WG #> Getting data for English (American) WSShort #> Getting data for English (American) WGShort #> Getting data for Japanese WG #> Getting data for Japanese WS #> Getting data for Arabic (Saudi) WS #> Getting data for Estonian WS #> Getting data for Catalan WS #> Getting data for Korean WGComp #> Getting data for Finnish WGProd #> Getting data for Finnish WGProdShort #> Getting data for Catalan WG # }"},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_items.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the uni_lemmas available in Wordbank — get_crossling_items","title":"Get the uni_lemmas available in Wordbank — get_crossling_items","text":"Get uni_lemmas available Wordbank","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_items.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the uni_lemmas available in Wordbank — get_crossling_items","text":"","code":"get_crossling_items(db_args = NULL)"},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_items.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the uni_lemmas available in Wordbank — get_crossling_items","text":"db_args List arguments connect wordbank mysql database (host, dbname, user, password).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_items.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the uni_lemmas available in Wordbank — get_crossling_items","text":"data frame column uni_lemma.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_items.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the uni_lemmas available in Wordbank — get_crossling_items","text":"","code":"# \\donttest{ uni_lemmas <- get_crossling_items() # }"},{"path":"http://langcog.github.io/wordbankr/reference/get_datasets.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the Wordbank data sources — get_datasets","title":"Get the Wordbank data sources — get_datasets","text":"Get Wordbank data sources","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_datasets.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the Wordbank data sources — get_datasets","text":"","code":"get_datasets(language = NULL, form = NULL, admin_data = FALSE, db_args = NULL)"},{"path":"http://langcog.github.io/wordbankr/reference/get_datasets.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the Wordbank data sources — get_datasets","text":"language optional string specifying language's datasets retrieve. form optional string specifying form's datasets retrieve. admin_data logical indicating whether include summary-level statistics administrations within dataset. db_args List arguments connect wordbank mysql database (host, dbname, user, password).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_datasets.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the Wordbank data sources — get_datasets","text":"data frame row particular dataset   characteristics: dataset_id, dataset_name,  dataset_origin_name (unique identifier groups datasets   may share children), language, form, form_type,  contributor (contributor name affiliated institution),  citation, license, longitudinal (whether dataset   includes longitudinal participants). Also includes summary statistics   dataset admin_data flag TRUE: number   administrations (n_admins).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_datasets.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the Wordbank data sources — get_datasets","text":"","code":"# \\donttest{ english_ws_datasets <- get_datasets(language = \"English (American)\",                                     form = \"WS\",                                     admin_data = TRUE) # }"},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_data.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the Wordbank administration-by-item data — get_instrument_data","title":"Get the Wordbank administration-by-item data — get_instrument_data","text":"Get Wordbank administration--item data","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_data.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the Wordbank administration-by-item data — get_instrument_data","text":"","code":"get_instrument_data(   language,   form,   items = NULL,   administration_info = FALSE,   item_info = FALSE,   db_args = NULL,   ... )"},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_data.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the Wordbank administration-by-item data — get_instrument_data","text":"language string instrument's language (insensitive case whitespace). form string instrument's form (insensitive case whitespace). items character vector column names instrument_table items extract. supplied, defaults columns instrument_table. administration_info Either logical indicating whether include administration data data frame administration data (returned get_administration_data). item_info Either logical indicating whether include item data data frame item data (returned get_item_data). db_args List arguments connect wordbank mysql database (host, dbname, user, password). ... <[`dynamic-dots`][rlang::dyn-dots]> Arguments passed get_administration_data().","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_data.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the Wordbank administration-by-item data — get_instrument_data","text":"data frame row contains values (value,  produces, understands) given item (item_id)   given administration (data_id), additional columns variables   administration item, specified.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_data.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the Wordbank administration-by-item data — get_instrument_data","text":"","code":"# \\donttest{ eng_ws_data <- get_instrument_data(language = \"English (American)\",                                    form = \"WS\",                                    items = c(\"item_1\", \"item_42\"),                                    item_info = TRUE) # }"},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_table.html","id":null,"dir":"Reference","previous_headings":"","what":"Connect to an instrument's Wordbank table — get_instrument_table","title":"Connect to an instrument's Wordbank table — get_instrument_table","text":"Connect instrument's Wordbank table","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_table.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Connect to an instrument's Wordbank table — get_instrument_table","text":"","code":"get_instrument_table(src, language, form)"},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_table.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Connect to an instrument's Wordbank table — get_instrument_table","text":"src connection Wordbank database. language string instrument's language (insensitive case whitespace). form string instrument's form (insensitive case whitespace).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_table.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Connect to an instrument's Wordbank table — get_instrument_table","text":"tbl object containing instrument's data.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instruments.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the Wordbank instruments — get_instruments","title":"Get the Wordbank instruments — get_instruments","text":"Get Wordbank instruments","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instruments.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the Wordbank instruments — get_instruments","text":"","code":"get_instruments(db_args = NULL)"},{"path":"http://langcog.github.io/wordbankr/reference/get_instruments.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the Wordbank instruments — get_instruments","text":"db_args List arguments connect wordbank mysql database (host, dbname, user, password).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instruments.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the Wordbank instruments — get_instruments","text":"data frame row CDI instrument column   variable instrument (instrument_id, language,  form, age_min, age_max, has_grammar).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instruments.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the Wordbank instruments — get_instruments","text":"","code":"# \\donttest{ instruments <- get_instruments() # }"},{"path":"http://langcog.github.io/wordbankr/reference/get_item_data.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the Wordbank by-item data — get_item_data","title":"Get the Wordbank by-item data — get_item_data","text":"Get Wordbank -item data","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_item_data.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the Wordbank by-item data — get_item_data","text":"","code":"get_item_data(language = NULL, form = NULL, db_args = NULL)"},{"path":"http://langcog.github.io/wordbankr/reference/get_item_data.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the Wordbank by-item data — get_item_data","text":"language optional string specifying language's items retrieve. form optional string specifying form's items retrieve. db_args List arguments connect wordbank mysql database (host, dbname, user, password).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_item_data.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the Wordbank by-item data — get_item_data","text":"data frame row CDI item column   variable : item_id, item_kind (e.g. word, gestures,   word_endings), item_definition, english_gloss,  language, form, form_type, category (meaning-based group shown CDI form), lexical_category,  lexical_class, complexity_category, uni_lemma).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_item_data.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the Wordbank by-item data — get_item_data","text":"","code":"# \\donttest{ english_ws_items <- get_item_data(\"English (American)\", \"WS\") all_items <- get_item_data() # }"},{"path":"http://langcog.github.io/wordbankr/reference/get_wordbank_args.html","id":null,"dir":"Reference","previous_headings":"","what":"Get database connection arguments — get_wordbank_args","title":"Get database connection arguments — get_wordbank_args","text":"Get database connection arguments","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_wordbank_args.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get database connection arguments — get_wordbank_args","text":"","code":"get_wordbank_args()"},{"path":"http://langcog.github.io/wordbankr/reference/get_wordbank_args.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get database connection arguments — get_wordbank_args","text":"List database connection arguments: host, db_name, username,   password","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_wordbank_args.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get database connection arguments — get_wordbank_args","text":"","code":"# \\donttest{ get_wordbank_args() #> $host #> [1] \"wordbank2-prod-20240205.canyiscnpddk.us-west-2.rds.amazonaws.com\" #>  #> $dbname #> [1] \"wordbank\" #>  #> $user #> [1] \"wordbank_reader\" #>  #> $password #> [1] \"ICanOnlyRead@99\" #>  # }"},{"path":"http://langcog.github.io/wordbankr/reference/summarise_items.html","id":null,"dir":"Reference","previous_headings":"","what":"Get item-by-age summary statistics — summarise_items","title":"Get item-by-age summary statistics — summarise_items","text":"Get item--age summary statistics","code":""},{"path":"http://langcog.github.io/wordbankr/reference/summarise_items.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get item-by-age summary statistics — summarise_items","text":"","code":"summarise_items(item_data, db_args = NULL)"},{"path":"http://langcog.github.io/wordbankr/reference/summarise_items.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get item-by-age summary statistics — summarise_items","text":"item_data dataframe returned get_item_data(). db_args List arguments connect wordbank mysql database (host, dbname, user, password).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/summarise_items.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get item-by-age summary statistics — summarise_items","text":"dataframe row combination item age,   columns summary statistics group: number children   (n_children), means (comprehension, production),   standard deviations (comprehension_sd, production_sd); also   retains item-level variables lang_items (item_id,  item_definition, uni_lemma, lexical_category).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/summarise_items.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get item-by-age summary statistics — summarise_items","text":"","code":"# \\donttest{ italian_items <- get_item_data(language = \"Italian\", form = \"WG\") if (!is.null(italian_items)) {   italian_dog <- dplyr::filter(italian_items, uni_lemma == \"dog\")   italian_dog_summary <- summarise_items(italian_dog) } #> Getting data for Italian WG # }"},{"path":"http://langcog.github.io/wordbankr/reference/wordbankr-package.html","id":null,"dir":"Reference","previous_headings":"","what":"wordbankr: Accessing the Wordbank Database — wordbankr-package","title":"wordbankr: Accessing the Wordbank Database — wordbankr-package","text":"Connecting Wordbank, open repository developmental vocabulary data. information underlying data, see http://wordbank.stanford.edu.","code":""},{"path":[]},{"path":"http://langcog.github.io/wordbankr/reference/wordbankr-package.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"wordbankr: Accessing the Wordbank Database — wordbankr-package","text":"Maintainer: Mika Braginsky mika.br@gmail.com contributors: Daniel Yurovsky yurovsky@stanford.edu [contributor] Michael Frank mcfrank@stanford.edu [contributor] Danielle Kellier dkellier@stanford.edu [contributor] Alvin Tan tanawm@stanford.edu [contributor]","code":""},{"path":"http://langcog.github.io/wordbankr/news/index.html","id":"wordbankr-102","dir":"Changelog","previous_headings":"","what":"wordbankr 1.0.2","title":"wordbankr 1.0.2","text":"CRAN release: 2023-11-09 graceful failure connection issues","code":""},{"path":"http://langcog.github.io/wordbankr/news/index.html","id":"wordbankr-101","dir":"Changelog","previous_headings":"","what":"wordbankr 1.0.1","title":"wordbankr 1.0.1","text":"CRAN release: 2023-10-13 graceful failure connection issues","code":""},{"path":"http://langcog.github.io/wordbankr/news/index.html","id":"wordbankr-100","dir":"Changelog","previous_headings":"","what":"wordbankr 1.0.0","title":"wordbankr 1.0.0","text":"CRAN release: 2022-09-09 updates new structure Wordbank database, including functionality data children’s language exposures health conditions renaming fields arguments consistency clarity addition arguments indicating sets child information include get_administration_data() coding production/comprehension values get_instrument_data() graceful failure connection issues deprecation quantiles functionality","code":""},{"path":"http://langcog.github.io/wordbankr/news/index.html","id":"wordbankr-031","dir":"Changelog","previous_headings":"","what":"wordbankr 0.3.1","title":"wordbankr 0.3.1","text":"CRAN release: 2020-11-13 new functionality fitting quantiles vocabulary sizes compatibility dplyr 2.0 tidyr 1.0","code":""},{"path":"http://langcog.github.io/wordbankr/news/index.html","id":"wordbankr-030","dir":"Changelog","previous_headings":"","what":"wordbankr 0.3.0","title":"wordbankr 0.3.0","text":"CRAN release: 2018-03-14 compatibility tidyeval new functionality metadata data sources new functionality age acquisition estimates new functionality cross-linguistic mapping function argument naming consistency bug fixes performance improvements","code":""}]
+[{"path":"http://langcog.github.io/wordbankr/articles/wordbankr.html","id":"administrations","dir":"Articles","previous_headings":"","what":"Administrations","title":"Accessing the Wordbank database","text":"get_administration_data() function gives -administration information, either specific language /form instruments.","code":"get_administration_data(language = \"English (American)\", form = \"WS\") ## # A tibble: 9,093 × 12 ##    data_id date_of_test   age comprehension production is_norming dataset_name ##      <dbl> <chr>        <int>         <int>      <int> <lgl>      <chr>        ##  1  396587 2010-06-27      25           658        658 FALSE      Marchman     ##  2  396588 2010-07-08      26           552        552 FALSE      Marchman     ##  3  396589 2010-10-14      24           504        504 FALSE      Marchman     ##  4  396590 2010-08-18      26           272        272 FALSE      Marchman     ##  5  396591 2010-08-17      24           350        350 FALSE      Marchman     ##  6  396592 2010-05-25      25           580        580 FALSE      Marchman     ##  7  396593 2010-03-05      22           351        351 FALSE      Marchman     ##  8  396594 2010-03-03      24           310        310 FALSE      Marchman     ##  9  396595 2010-05-25      25           257        257 FALSE      Marchman     ## 10  396596 2010-07-21      26           188        188 FALSE      Marchman     ## # ℹ 9,083 more rows ## # ℹ 5 more variables: dataset_origin_name <chr>, language <chr>, form <chr>, ## #   form_type <chr>, child_id <int> get_administration_data() ## # A tibble: 100,527 × 12 ##    data_id date_of_test   age comprehension production is_norming dataset_name ##      <dbl> <chr>        <int>         <int>      <int> <lgl>      <chr>        ##  1  277770 NA              10            31         15 FALSE      Alroqi       ##  2  277771 NA              13            28         14 FALSE      Alroqi       ##  3  277772 NA              10            12          1 FALSE      Alroqi       ##  4  277773 NA              12           162         10 FALSE      Alroqi       ##  5  277774 NA              13            40         12 FALSE      Alroqi       ##  6  277775 NA              11            13          2 FALSE      Alroqi       ##  7  277776 NA               9             2          2 FALSE      Alroqi       ##  8  277777 NA              14            71         16 FALSE      Alroqi       ##  9  277778 NA              10            42          2 FALSE      Alroqi       ## 10  277780 NA              11            19          3 FALSE      Alroqi       ## # ℹ 100,517 more rows ## # ℹ 5 more variables: dataset_origin_name <chr>, language <chr>, form <chr>, ## #   form_type <chr>, child_id <int>"},{"path":"http://langcog.github.io/wordbankr/articles/wordbankr.html","id":"items","dir":"Articles","previous_headings":"","what":"Items","title":"Accessing the Wordbank database","text":"get_item_data() function gives -item information, either specific language /form instruments.","code":"get_item_data(language = \"Italian\", form = \"WG\") ## # A tibble: 505 × 11 ##    item_id language form  form_type item_kind   category item_definition         ##    <chr>   <chr>    <chr> <chr>     <chr>       <chr>    <chr>                   ##  1 item_1  Italian  WG    WG        first_signs NA       Risponde quando è chia… ##  2 item_2  Italian  WG    WG        first_signs NA       Risponde ad un No       ##  3 item_3  Italian  WG    WG        first_signs NA       Reagisce ad un C'è la … ##  4 item_4  Italian  WG    WG        phrases     NA       Vuoi la pappa           ##  5 item_5  Italian  WG    WG        phrases     NA       Hai sonno? Sei stanco   ##  6 item_6  Italian  WG    WG        phrases     NA       Vuoi bere?              ##  7 item_7  Italian  WG    WG        phrases     NA       Stai attento            ##  8 item_8  Italian  WG    WG        phrases     NA       Stai buono              ##  9 item_9  Italian  WG    WG        phrases     NA       Batti le manine         ## 10 item_10 Italian  WG    WG        phrases     NA       Cambiamo il pannolino   ## # ℹ 495 more rows ## # ℹ 4 more variables: english_gloss <chr>, uni_lemma <chr>, ## #   lexical_category <chr>, complexity_category <chr> get_item_data() ## # A tibble: 46,746 × 11 ##    item_id language           form  form_type item_kind category item_definition ##    <chr>   <chr>              <chr> <chr>     <chr>     <chr>    <chr>           ##  1 item_1  British Sign Lang… WG    WG        phrases   NA       be careful      ##  2 item_2  British Sign Lang… WG    WG        phrases   NA       bring me        ##  3 item_3  British Sign Lang… WG    WG        phrases   NA       change nappy    ##  4 item_4  British Sign Lang… WG    WG        phrases   NA       come here       ##  5 item_5  British Sign Lang… WG    WG        phrases   NA       daddy/mummy ho… ##  6 item_6  British Sign Lang… WG    WG        phrases   NA       donttouch       ##  7 item_7  British Sign Lang… WG    WG        phrases   NA       finish          ##  8 item_8  British Sign Lang… WG    WG        phrases   NA       get up          ##  9 item_9  British Sign Lang… WG    WG        phrases   NA       give me hug     ## 10 item_10 British Sign Lang… WG    WG        phrases   NA       give me kiss    ## # ℹ 46,736 more rows ## # ℹ 4 more variables: english_gloss <chr>, uni_lemma <chr>, ## #   lexical_category <chr>, complexity_category <chr>"},{"path":"http://langcog.github.io/wordbankr/articles/wordbankr.html","id":"administrations-x-items","dir":"Articles","previous_headings":"","what":"Administrations x Items","title":"Accessing the Wordbank database","text":"looking total vocabulary size, admins need, since productive receptive vocabulary sizes calculated. looking specific items subsets items, need load instrument data, using get_instrument_data() function. Pass instrument language form, along list items want extract (item_id). default get_instrument_table() returns data frame columns administration’s data_id, item’s num_item_id (numerical item_id), corresponding value. include administration information, can set administrations argument TRUE, pass result get_administration_data() administrations (way can prevent administration data loaded multiple times). Similarly, can set iteminfo argument TRUE, pass result get_item_data(). Loading data fast need handful items, time scales linearly number items, can get quite slow need many . , ’s good idea filter items need calling get_instrument_data(). example, let’s say want look production animal words English Words & Sentences age. First get items want: get instrument data items: Finally, calculate many animals words child produces median number animals age bin:","code":"get_instrument_data(   language = \"English (American)\",   form = \"WS\",   items = c(\"item_26\", \"item_46\") ) ## # A tibble: 20,296 × 5 ##    data_id item_id value    produces understands ##      <dbl> <chr>   <chr>    <lgl>    <lgl>       ##  1  396587 item_26 produces TRUE     NA          ##  2  396588 item_26 produces TRUE     NA          ##  3  396589 item_26 produces TRUE     NA          ##  4  396590 item_26 produces TRUE     NA          ##  5  396591 item_26 produces TRUE     NA          ##  6  396592 item_26 produces TRUE     NA          ##  7  396593 item_26 produces TRUE     NA          ##  8  396594 item_26 produces TRUE     NA          ##  9  396595 item_26 produces TRUE     NA          ## 10  396596 item_26 produces TRUE     NA          ## # ℹ 20,286 more rows items <- get_item_data(language = \"English (American)\", form = \"WS\") if (!is.null(items)) {   animals <- items %>% filter(category == \"animals\") } if (!is.null(animals)) {   animal_data <- get_instrument_data(language = \"English (American)\",                                      form = \"WS\",                                      items = animals$item_id,                                      administration_info = TRUE,                                      item_info = TRUE) } if (!is.null(animal_data)) {   animal_summary <- animal_data %>%     group_by(age, data_id) %>%     summarise(num_animals = sum(produces, na.rm = TRUE)) %>%     group_by(age) %>%     summarise(median_num_animals = median(num_animals, na.rm = TRUE))      ggplot(animal_summary, aes(x = age, y = median_num_animals)) +     geom_point() +     labs(x = \"Age (months)\", y = \"Median animal words producing\") }"},{"path":[]},{"path":"http://langcog.github.io/wordbankr/articles/wordbankr.html","id":"instruments","dir":"Articles","previous_headings":"Metadata","what":"Instruments","title":"Accessing the Wordbank database","text":"get_instruments() function gives information CDI instruments Wordbank.","code":"get_instruments() ## # A tibble: 89 × 8 ##    instrument_id language            form  form_type age_min age_max has_grammar ##            <int> <chr>               <chr> <chr>       <int>   <int>       <int> ##  1             1 British Sign Langu… WG    WG              8      36           0 ##  2             2 Cantonese           WS    WS             16      30           0 ##  3             3 Croatian            WG    WG              8      16           0 ##  4             4 Croatian            WS    WS             16      30           0 ##  5             5 Danish              WG    WG              8      20           0 ##  6             6 Danish              WS    WS             16      36           1 ##  7             7 English (American)  WG    WG              8      18           0 ##  8             8 English (American)  WS    WS             16      30           1 ##  9             9 French (Quebecois)  WG    WG              8      16           0 ## 10            10 French (Quebecois)  WS    WS             16      30           1 ## # ℹ 79 more rows ## # ℹ 1 more variable: unilemma_coverage <dbl>"},{"path":"http://langcog.github.io/wordbankr/articles/wordbankr.html","id":"datasets","dir":"Articles","previous_headings":"Metadata","what":"Datasets","title":"Accessing the Wordbank database","text":"get_datasets() function gives information datasets Wordbank, either specific language /form instruments. admin_data argument set TRUE, results also include number administrations database dataset.","code":"get_datasets(form = \"WG\") ## # A tibble: 44 × 15 ##    dataset_id dataset_name  dataset_origin_name     contributor citation license ##         <int> <chr>         <chr>                   <chr>       <chr>    <chr>   ##  1          5 Marchman      Marchman_Norming_Engli… Larry Fens… \"Fenson… CC-BY   ##  2          6 Byers         Byers__English (Americ… Krista Bye… \"\"       CC-BY   ##  3          7 Thal          Thal                    Donna Thal… \"Thal, … CC-BY   ##  4          9 Marchman      Marchman_Norming_Spani… Donna Jack… \"Jackso… CC-BY   ##  5         12 Kristoffersen Kristoffersen_longitud… Hanne Simo… \"Simons… CC-BY   ##  6         13 CLEX          CLEX__Croatian_WG       Melita Kov… \"Kovace… CC-BY   ##  7         17 CLEX          CLEX__Russian_WG        Stella Cey… \"Е.А.Ве… CC-BY   ##  8         19 CLEX          CLEX__Swedish_WG        Mårten Eri… \"Erikss… CC-BY   ##  9         21 CLEX          CLEX__Turkish_WG        Aylin Künt… \"Acarla… CC-BY   ## 10         23 Shalev        Shalev__Hebrew_WG       Hila Gendl… \"Gendle… CC-BY   ## # ℹ 34 more rows ## # ℹ 9 more variables: longitudinal <lgl>, source <chr>, date_format <chr>, ## #   file_location <chr>, norming <chr>, splitcol <chr>, language <chr>, ## #   form <chr>, form_type <chr> get_datasets(language = \"Spanish (Mexican)\", admin_data = TRUE) ## # A tibble: 7 × 16 ##   dataset_id dataset_name dataset_origin_name       contributor citation license ##        <int> <chr>        <chr>                     <chr>       <chr>    <chr>   ## 1          8 Marchman     Marchman Dallas Bilingual Donna Jack… Marchma… CC-BY   ## 2          9 Marchman     Marchman_Norming_Spanish… Donna Jack… Jackson… CC-BY   ## 3         55 Fernald      Fernald_Outreach_Spanish… Anne Ferna… Weisled… CC-BY   ## 4         56 Fernald      Fernald_Outreach_Spanish… Anne Ferna… Weisled… CC-BY   ## 5         76 Marchman     Marchman_Norming_Spanish… Donna Jack… Jackson… CC-BY   ## 6         87 Hoff         Hoff_English_Mexican_Bil… Erika Hoff… Hoff, E… CC-BY   ## 7        135 Hoff         Hoff_English_Mexican_Bil… Erika Hoff… Hoff, E… CC-BY   ## # ℹ 10 more variables: longitudinal <lgl>, source <chr>, date_format <chr>, ## #   file_location <chr>, norming <chr>, splitcol <chr>, language <chr>, ## #   form <chr>, form_type <chr>, n_admins <dbl>"},{"path":"http://langcog.github.io/wordbankr/articles/wordbankr.html","id":"advanced-functionality-age-of-acquisition","dir":"Articles","previous_headings":"","what":"Advanced functionality: Age of acquisition","title":"Accessing the Wordbank database","text":"fit_aoa() function computes estimates items’ age acquisition (AoA). needs provided data frame returned get_instrument_data() – one row per administration x item combination, minimally columns age num_item_id. returns data frame one row per item aoa column estimate, preserving item-level columns input data. AoA estimated computing proportion administrations child understands/produces (measure) word, smoothing proportion using method, taking age smoothed value greater proportion.","code":"fit_aoa(animal_data) ## # A tibble: 43 × 8 ##      aoa item_id item_kind item_definition category lexical_category uni_lemma ##    <dbl> <chr>   <chr>     <chr>           <chr>    <chr>            <chr>     ##  1    26 item_13 word      alligator       animals  nouns            alligator ##  2    25 item_14 word      animal          animals  nouns            animal    ##  3    26 item_15 word      ant             animals  nouns            ant       ##  4    20 item_16 word      bear            animals  nouns            bear      ##  5    22 item_17 word      bee             animals  nouns            bee       ##  6    18 item_18 word      bird            animals  nouns            bird      ##  7    23 item_19 word      bug             animals  nouns            bug       ##  8    22 item_20 word      bunny           animals  nouns            bunny     ##  9    24 item_21 word      butterfly       animals  nouns            butterfly ## 10    18 item_22 word      cat             animals  nouns            cat       ## # ℹ 33 more rows ## # ℹ 1 more variable: complexity_category <chr> fit_aoa(animal_data, method = \"glmrob\", proportion = 1/3) ## # A tibble: 43 × 8 ##      aoa item_id item_kind item_definition category lexical_category uni_lemma ##    <dbl> <chr>   <chr>     <chr>           <chr>    <chr>            <chr>     ##  1    24 item_13 word      alligator       animals  nouns            alligator ##  2    23 item_14 word      animal          animals  nouns            animal    ##  3    23 item_15 word      ant             animals  nouns            ant       ##  4    18 item_16 word      bear            animals  nouns            bear      ##  5    20 item_17 word      bee             animals  nouns            bee       ##  6    NA item_18 word      bird            animals  nouns            bird      ##  7    21 item_19 word      bug             animals  nouns            bug       ##  8    19 item_20 word      bunny           animals  nouns            bunny     ##  9    22 item_21 word      butterfly       animals  nouns            butterfly ## 10    NA item_22 word      cat             animals  nouns            cat       ## # ℹ 33 more rows ## # ℹ 1 more variable: complexity_category <chr>"},{"path":"http://langcog.github.io/wordbankr/articles/wordbankr.html","id":"advanced-functionality-cross-linguistic-data","dir":"Articles","previous_headings":"","what":"Advanced functionality: Cross-linguistic data","title":"Accessing the Wordbank database","text":"One item-level fields uni_lemma (“universal lemma”), intended approximate semantic mapping words across languages Wordbank. function get_crossling_items() simply gives available uni_lemma values. function get_crossling_data() takes vector uni_lemmas returns data frame summary statistics item mapped uni_lemma language (WG forms). row combination item age, columns indicate number children (n_children), means (comprehension, production), standard deviations (comprehension_sd, production_sd), item-level fields.","code":"get_crossling_items() ## # A tibble: 2,570 × 2 ##       id uni_lemma                 ##    <int> <chr>                     ##  1  1739 (hair)brush               ##  2  1552 (play)pen                 ##  3  1494 (sheep)                   ##  4  1783 (to be in) pain           ##  5  1777 (to be) hungry            ##  6  1775 (to be) thirsty           ##  7  1769 (to have) breakfast       ##  8  1272 [possessive]              ##  9  1593 [to splash in the water?] ## 10  1951 1PL                       ## # ℹ 2,560 more rows get_crossling_data(uni_lemmas = c(\"hat\", \"nose\")) %>%   select(language, uni_lemma, item_definition, age, n_children, comprehension,          production, comprehension_sd, production_sd) %>%   arrange(uni_lemma)"},{"path":"http://langcog.github.io/wordbankr/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Mika Braginsky. Author, maintainer. Daniel Yurovsky. Contributor. Michael Frank. Contributor. Danielle Kellier. Contributor. Alvin Tan. Contributor.","code":""},{"path":"http://langcog.github.io/wordbankr/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Braginsky M (2024). wordbankr: Accessing Wordbank Database. R package version 1.0.3, https://github.com/langcog/wordbankr/, https://langcog.github.io/wordbankr/.","code":"@Manual{,   title = {wordbankr: Accessing the Wordbank Database},   author = {Mika Braginsky},   year = {2024},   note = {R package version 1.0.3, https://github.com/langcog/wordbankr/},   url = {https://langcog.github.io/wordbankr/}, }"},{"path":"http://langcog.github.io/wordbankr/index.html","id":"wordbankr","dir":"","previous_headings":"","what":"Accessing the Wordbank Database","title":"Accessing the Wordbank Database","text":"R package accessing Wordbank database.","code":""},{"path":"http://langcog.github.io/wordbankr/index.html","id":"installation","dir":"","previous_headings":"","what":"Installation","title":"Accessing the Wordbank Database","text":"install released version CRAN: install latest development version:","code":"install.packages(\"wordbankr\") # install.packages(\"devtools\") devtools::install_github(\"langcog/wordbankr\")"},{"path":"http://langcog.github.io/wordbankr/index.html","id":"usage","dir":"","previous_headings":"","what":"Usage","title":"Accessing the Wordbank Database","text":"See instruments (languages forms) available: Get -administration data: Get -item data: Get administration--item data: details, see vignette.","code":"instrument <- get_instruments() english_ws_admins <- get_administration_data(\"English (American)\", \"WS\") all_admins <- get_administration_data() english_ws_items <- get_item_data(\"English (American)\", \"WS\") all_items <- get_item_data() english_ws_data <- get_instrument_data(\"English (American)\", \"WS\")"},{"path":"http://langcog.github.io/wordbankr/reference/connect_to_wordbank.html","id":null,"dir":"Reference","previous_headings":"","what":"Connect to the Wordbank database — connect_to_wordbank","title":"Connect to the Wordbank database — connect_to_wordbank","text":"Connect Wordbank database","code":""},{"path":"http://langcog.github.io/wordbankr/reference/connect_to_wordbank.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Connect to the Wordbank database — connect_to_wordbank","text":"","code":"connect_to_wordbank(db_args = NULL)"},{"path":"http://langcog.github.io/wordbankr/reference/connect_to_wordbank.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Connect to the Wordbank database — connect_to_wordbank","text":"db_args List arguments connect wordbank mysql database (host, dbname, user, password).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/connect_to_wordbank.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Connect to the Wordbank database — connect_to_wordbank","text":"src object connection Wordbank database.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/connect_to_wordbank.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Connect to the Wordbank database — connect_to_wordbank","text":"","code":"# \\donttest{ src <- connect_to_wordbank() # }"},{"path":"http://langcog.github.io/wordbankr/reference/fit_aoa.html","id":null,"dir":"Reference","previous_headings":"","what":"Fit age of acquisition estimates for Wordbank data — fit_aoa","title":"Fit age of acquisition estimates for Wordbank data — fit_aoa","text":"item input data, estimate age acquisition earliest age (months) proportion children understand/produce item greater threshold. proportions used can empirical first smoothed model.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/fit_aoa.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Fit age of acquisition estimates for Wordbank data — fit_aoa","text":"","code":"fit_aoa(   instrument_data,   measure = \"produces\",   method = \"glm\",   proportion = 0.5,   age_min = min(instrument_data$age, na.rm = TRUE),   age_max = max(instrument_data$age, na.rm = TRUE) )"},{"path":"http://langcog.github.io/wordbankr/reference/fit_aoa.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Fit age of acquisition estimates for Wordbank data — fit_aoa","text":"instrument_data data frame returned get_instrument_data, must \"age\" column \"num_item_id\" column. measure One \"produces\" \"understands\" (defaults \"produces\"). method string indicating smoothing method use: empirical use empirical proportions,  glm fit logistic linear model, glmrob robust logistic linear model (defaults glm). proportion number 0 1 indicating threshold proportion children. age_min minimum age allow age acquisition. Defaults minimum age instrument_data age_max maximum age allow age acquisition. Defaults maximum age instrument_data","code":""},{"path":"http://langcog.github.io/wordbankr/reference/fit_aoa.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Fit age of acquisition estimates for Wordbank data — fit_aoa","text":"data frame every row item, item-level columns   input data preserved, aoa column contains age   acquisition estimates.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/fit_aoa.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Fit age of acquisition estimates for Wordbank data — fit_aoa","text":"","code":"# \\donttest{ eng_ws_data <- get_instrument_data(language = \"English (American)\",                                    form = \"WS\",                                    items = c(\"item_1\", \"item_42\"),                                    administration_info = TRUE) if (!is.null(eng_ws_data)) eng_ws_aoa <- fit_aoa(eng_ws_data) # }"},{"path":"http://langcog.github.io/wordbankr/reference/fit_vocab_quantiles.html","id":null,"dir":"Reference","previous_headings":"","what":"Fit quantiles to vocabulary sizes using quantile regression — fit_vocab_quantiles","title":"Fit quantiles to vocabulary sizes using quantile regression — fit_vocab_quantiles","text":"Fit quantiles vocabulary sizes using quantile regression","code":""},{"path":"http://langcog.github.io/wordbankr/reference/fit_vocab_quantiles.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Fit quantiles to vocabulary sizes using quantile regression — fit_vocab_quantiles","text":"","code":"fit_vocab_quantiles(vocab_data, measure, group, quantiles = \"standard\")"},{"path":"http://langcog.github.io/wordbankr/reference/fit_vocab_quantiles.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Fit quantiles to vocabulary sizes using quantile regression — fit_vocab_quantiles","text":"vocab_data data frame returned get_administration_data. measure column vocab_data vocabulary values (production comprehension). group (Optional) column vocab_data group . quantiles Either one \"standard\" (default), \"deciles\", \"quintiles\", \"quartiles\", \"median\", numeric vector quantile values.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/fit_vocab_quantiles.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Fit quantiles to vocabulary sizes using quantile regression — fit_vocab_quantiles","text":"data frame columns \"language\", \"form\", \"age\", group (specified), \"quantile\", measure, measure   fit vocabulary value quantile age.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/fit_vocab_quantiles.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Fit quantiles to vocabulary sizes using quantile regression — fit_vocab_quantiles","text":"","code":"# \\donttest{ eng_wg <- get_administration_data(language = \"English (American)\",                                   form = \"WG\",                                   include_demographic_info = TRUE) if (!is.null(eng_wg)) {   vocab_quantiles <- fit_vocab_quantiles(eng_wg, production)   vocab_quantiles_sex <- fit_vocab_quantiles(eng_wg, production, sex)   vocab_quartiles <- fit_vocab_quantiles(eng_wg, production, quantiles = \"quartiles\") } #> Warning: `fit_vocab_quantiles()` was deprecated in wordbankr 1.0.0. #> ℹ Please use the vocabulary norms shiny app at #>   http://wordbank.stanford.edu/analyses?name=vocab_norms # }"},{"path":"http://langcog.github.io/wordbankr/reference/get_administration_data.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the Wordbank by-administration data — get_administration_data","title":"Get the Wordbank by-administration data — get_administration_data","text":"Get Wordbank -administration data","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_administration_data.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the Wordbank by-administration data — get_administration_data","text":"","code":"get_administration_data(   language = NULL,   form = NULL,   filter_age = TRUE,   include_demographic_info = FALSE,   include_birth_info = FALSE,   include_health_conditions = FALSE,   include_language_exposure = FALSE,   include_study_internal_id = FALSE,   db_args = NULL )"},{"path":"http://langcog.github.io/wordbankr/reference/get_administration_data.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the Wordbank by-administration data — get_administration_data","text":"language optional string specifying language's administrations retrieve. form optional string specifying form's administrations retrieve. filter_age logical indicating whether filter administrations ones valid age range instrument. include_demographic_info logical indicating whether include child's demographic information (birth_order, ethnicity, race, sex, caregiver_education). include_birth_info logical indicating whether include child's birth information (birth_weight, born_early_or_late, gestational_age, zygosity). include_health_conditions logical indicating whether include child's health condition information (nested dataframe health_conditions column health_condition_name). include_language_exposure logical indicating whether include child's language exposure information time administration (nested dataframe language_exposures columns language, exposure_proportion, age_of_first_exposure). include_study_internal_id logical indicating whether include child's ID original study data. db_args List arguments connect wordbank mysql database (host, dbname, user, password).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_administration_data.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the Wordbank by-administration data — get_administration_data","text":"data frame row CDI administration column   variable administration (data_id,  date_of_test, age, comprehension, production,  is_norming), dataset (dataset_name,  dataset_origin_name, language, form,  form_type), information child described   parameter specification.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_administration_data.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the Wordbank by-administration data — get_administration_data","text":"","code":"# \\donttest{ english_ws_admins <- get_administration_data(\"English (American)\", \"WS\") all_admins <- get_administration_data() # }"},{"path":"http://langcog.github.io/wordbankr/reference/get_common_table.html","id":null,"dir":"Reference","previous_headings":"","what":"Connect to a single Wordbank common table — get_common_table","title":"Connect to a single Wordbank common table — get_common_table","text":"Connect single Wordbank common table","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_common_table.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Connect to a single Wordbank common table — get_common_table","text":"","code":"get_common_table(src, name)"},{"path":"http://langcog.github.io/wordbankr/reference/get_common_table.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Connect to a single Wordbank common table — get_common_table","text":"src connection Wordbank database. name string indicating name common table.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_common_table.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Connect to a single Wordbank common table — get_common_table","text":"tbl object.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_data.html","id":null,"dir":"Reference","previous_headings":"","what":"Get item-by-age summary statistics for items across languages — get_crossling_data","title":"Get item-by-age summary statistics for items across languages — get_crossling_data","text":"Get item--age summary statistics items across languages","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_data.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get item-by-age summary statistics for items across languages — get_crossling_data","text":"","code":"get_crossling_data(uni_lemmas, db_args = NULL)"},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_data.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get item-by-age summary statistics for items across languages — get_crossling_data","text":"uni_lemmas character vector uni_lemmas. db_args List arguments connect wordbank mysql database (host, dbname, user, password).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_data.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get item-by-age summary statistics for items across languages — get_crossling_data","text":"dataframe row combination language, item,   age, columns summary statistics group: number children   (n_children), means (comprehension, production),   standard deviations (comprehension_sd, production_sd);   item-level variables (item_id, definition, uni_lemma,  lexical_category, lexical_class).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_data.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get item-by-age summary statistics for items across languages — get_crossling_data","text":"","code":"# \\donttest{ crossling_data <- get_crossling_data(uni_lemmas = \"dog\") #> Getting data for British Sign Language WG #> Getting data for Cantonese WS #> Getting data for Croatian WG #> Getting data for Croatian WS #> Getting data for Danish WG #> Getting data for Danish WS #> Getting data for English (American) WG #> Getting data for English (American) WS #> Getting data for French (Quebecois) WG #> Getting data for French (Quebecois) WS #> Getting data for German WS #> Getting data for Hebrew WG #> Getting data for Hebrew WS #> Getting data for Italian WG #> Getting data for Italian WS #> Getting data for Mandarin (Beijing) IC #> Getting data for Mandarin (Beijing) TC #> Getting data for Mandarin (Beijing) WS #> Getting data for Norwegian WG #> Getting data for Norwegian WS #> Getting data for Russian WG #> Getting data for Russian WS #> Getting data for Slovak WG #> Getting data for Slovak WS #> Getting data for Spanish (Mexican) WG #> Getting data for Spanish (Mexican) WS #> Getting data for Swedish WG #> Getting data for Swedish WS #> Getting data for Turkish WG #> Getting data for Turkish WS #> Getting data for English (British) TEDS Twos #> Getting data for American Sign Language FormA #> Getting data for American Sign Language FormBOne #> Getting data for American Sign Language FormBTwo #> Getting data for American Sign Language FormC #> Getting data for Greek (Cypriot) WS #> Getting data for Kigiriama WG #> Getting data for Kigiriama WS #> Getting data for Kiswahili WG #> Getting data for Kiswahili WS #> Getting data for Czech WS #> Getting data for English (Australian) WS #> Getting data for English (British) Oxford CDI #> Getting data for Latvian WG #> Getting data for Latvian WS #> Getting data for Korean WG #> Getting data for Korean WS #> Getting data for French (French) WG #> Getting data for French (French) WS #> Getting data for Spanish (European) WG #> Getting data for Spanish (European) WS #> Getting data for Portuguese (European) WG #> Getting data for Portuguese (European) WS #> Getting data for Mandarin (Taiwanese) WG #> Getting data for Mandarin (Taiwanese) WS #> Getting data for English (Irish) WS #> Getting data for Irish WS #> Getting data for Finnish WS #> Getting data for Dutch Swingley #> Getting data for Dutch WS #> Getting data for Dutch WG #> Getting data for Dutch FormOne #> Getting data for Dutch FormTwoA #> Getting data for Hungarian WS #> Getting data for Spanish (Argentinian) WS #> Getting data for American Sign Language CDITwo #> Getting data for Spanish (Chilean) WG #> Getting data for Spanish (Peruvian) WG #> Getting data for Spanish (Peruvian) WS #> Getting data for Persian WS #> Getting data for Persian WG #> Getting data for English (American) WSShort #> Getting data for English (American) WGShort #> Getting data for Japanese WG #> Getting data for Japanese WS #> Getting data for Arabic (Saudi) WS #> Getting data for Estonian WS #> Getting data for Catalan WS #> Getting data for Korean WGComp #> Getting data for Finnish WGProd #> Getting data for Finnish WGProdShort #> Getting data for Catalan WG # }"},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_items.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the uni_lemmas available in Wordbank — get_crossling_items","title":"Get the uni_lemmas available in Wordbank — get_crossling_items","text":"Get uni_lemmas available Wordbank","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_items.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the uni_lemmas available in Wordbank — get_crossling_items","text":"","code":"get_crossling_items(db_args = NULL)"},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_items.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the uni_lemmas available in Wordbank — get_crossling_items","text":"db_args List arguments connect wordbank mysql database (host, dbname, user, password).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_items.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the uni_lemmas available in Wordbank — get_crossling_items","text":"data frame column uni_lemma.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_crossling_items.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the uni_lemmas available in Wordbank — get_crossling_items","text":"","code":"# \\donttest{ uni_lemmas <- get_crossling_items() # }"},{"path":"http://langcog.github.io/wordbankr/reference/get_datasets.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the Wordbank data sources — get_datasets","title":"Get the Wordbank data sources — get_datasets","text":"Get Wordbank data sources","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_datasets.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the Wordbank data sources — get_datasets","text":"","code":"get_datasets(language = NULL, form = NULL, admin_data = FALSE, db_args = NULL)"},{"path":"http://langcog.github.io/wordbankr/reference/get_datasets.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the Wordbank data sources — get_datasets","text":"language optional string specifying language's datasets retrieve. form optional string specifying form's datasets retrieve. admin_data logical indicating whether include summary-level statistics administrations within dataset. db_args List arguments connect wordbank mysql database (host, dbname, user, password).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_datasets.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the Wordbank data sources — get_datasets","text":"data frame row particular dataset   characteristics: dataset_id, dataset_name,  dataset_origin_name (unique identifier groups datasets   may share children), language, form, form_type,  contributor (contributor name affiliated institution),  citation, license, longitudinal (whether dataset   includes longitudinal participants). Also includes summary statistics   dataset admin_data flag TRUE: number   administrations (n_admins).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_datasets.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the Wordbank data sources — get_datasets","text":"","code":"# \\donttest{ english_ws_datasets <- get_datasets(language = \"English (American)\",                                     form = \"WS\",                                     admin_data = TRUE) # }"},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_data.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the Wordbank administration-by-item data — get_instrument_data","title":"Get the Wordbank administration-by-item data — get_instrument_data","text":"Get Wordbank administration--item data","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_data.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the Wordbank administration-by-item data — get_instrument_data","text":"","code":"get_instrument_data(   language,   form,   items = NULL,   administration_info = FALSE,   item_info = FALSE,   db_args = NULL,   ... )"},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_data.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the Wordbank administration-by-item data — get_instrument_data","text":"language string instrument's language (insensitive case whitespace). form string instrument's form (insensitive case whitespace). items character vector column names instrument_table items extract. supplied, defaults columns instrument_table. administration_info Either logical indicating whether include administration data data frame administration data (returned get_administration_data). item_info Either logical indicating whether include item data data frame item data (returned get_item_data). db_args List arguments connect wordbank mysql database (host, dbname, user, password). ... <[`dynamic-dots`][rlang::dyn-dots]> Arguments passed get_administration_data().","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_data.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the Wordbank administration-by-item data — get_instrument_data","text":"data frame row contains values (value,  produces, understands) given item (item_id)   given administration (data_id), additional columns variables   administration item, specified.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_data.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the Wordbank administration-by-item data — get_instrument_data","text":"","code":"# \\donttest{ eng_ws_data <- get_instrument_data(language = \"English (American)\",                                    form = \"WS\",                                    items = c(\"item_1\", \"item_42\"),                                    item_info = TRUE) # }"},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_table.html","id":null,"dir":"Reference","previous_headings":"","what":"Connect to an instrument's Wordbank table — get_instrument_table","title":"Connect to an instrument's Wordbank table — get_instrument_table","text":"Connect instrument's Wordbank table","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_table.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Connect to an instrument's Wordbank table — get_instrument_table","text":"","code":"get_instrument_table(src, language, form)"},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_table.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Connect to an instrument's Wordbank table — get_instrument_table","text":"src connection Wordbank database. language string instrument's language (insensitive case whitespace). form string instrument's form (insensitive case whitespace).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instrument_table.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Connect to an instrument's Wordbank table — get_instrument_table","text":"tbl object containing instrument's data.","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instruments.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the Wordbank instruments — get_instruments","title":"Get the Wordbank instruments — get_instruments","text":"Get Wordbank instruments","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instruments.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the Wordbank instruments — get_instruments","text":"","code":"get_instruments(db_args = NULL)"},{"path":"http://langcog.github.io/wordbankr/reference/get_instruments.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the Wordbank instruments — get_instruments","text":"db_args List arguments connect wordbank mysql database (host, dbname, user, password).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instruments.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the Wordbank instruments — get_instruments","text":"data frame row CDI instrument column   variable instrument (instrument_id, language,  form, age_min, age_max, has_grammar).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_instruments.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the Wordbank instruments — get_instruments","text":"","code":"# \\donttest{ instruments <- get_instruments() # }"},{"path":"http://langcog.github.io/wordbankr/reference/get_item_data.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the Wordbank by-item data — get_item_data","title":"Get the Wordbank by-item data — get_item_data","text":"Get Wordbank -item data","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_item_data.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the Wordbank by-item data — get_item_data","text":"","code":"get_item_data(language = NULL, form = NULL, db_args = NULL)"},{"path":"http://langcog.github.io/wordbankr/reference/get_item_data.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the Wordbank by-item data — get_item_data","text":"language optional string specifying language's items retrieve. form optional string specifying form's items retrieve. db_args List arguments connect wordbank mysql database (host, dbname, user, password).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_item_data.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the Wordbank by-item data — get_item_data","text":"data frame row CDI item column   variable : item_id, item_kind (e.g. word, gestures,   word_endings), item_definition, english_gloss,  language, form, form_type, category (meaning-based group shown CDI form), lexical_category,  lexical_class, complexity_category, uni_lemma).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_item_data.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the Wordbank by-item data — get_item_data","text":"","code":"# \\donttest{ english_ws_items <- get_item_data(\"English (American)\", \"WS\") all_items <- get_item_data() # }"},{"path":"http://langcog.github.io/wordbankr/reference/get_wordbank_args.html","id":null,"dir":"Reference","previous_headings":"","what":"Get database connection arguments — get_wordbank_args","title":"Get database connection arguments — get_wordbank_args","text":"Get database connection arguments","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_wordbank_args.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get database connection arguments — get_wordbank_args","text":"","code":"get_wordbank_args()"},{"path":"http://langcog.github.io/wordbankr/reference/get_wordbank_args.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get database connection arguments — get_wordbank_args","text":"List database connection arguments: host, db_name, username,   password","code":""},{"path":"http://langcog.github.io/wordbankr/reference/get_wordbank_args.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get database connection arguments — get_wordbank_args","text":"","code":"# \\donttest{ get_wordbank_args() #> $host #> [1] \"wordbank2-prod-20240205.canyiscnpddk.us-west-2.rds.amazonaws.com\" #>  #> $dbname #> [1] \"wordbank\" #>  #> $user #> [1] \"wordbank_reader\" #>  #> $password #> [1] \"ICanOnlyRead@99\" #>  # }"},{"path":"http://langcog.github.io/wordbankr/reference/summarise_items.html","id":null,"dir":"Reference","previous_headings":"","what":"Get item-by-age summary statistics — summarise_items","title":"Get item-by-age summary statistics — summarise_items","text":"Get item--age summary statistics","code":""},{"path":"http://langcog.github.io/wordbankr/reference/summarise_items.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get item-by-age summary statistics — summarise_items","text":"","code":"summarise_items(item_data, db_args = NULL)"},{"path":"http://langcog.github.io/wordbankr/reference/summarise_items.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get item-by-age summary statistics — summarise_items","text":"item_data dataframe returned get_item_data(). db_args List arguments connect wordbank mysql database (host, dbname, user, password).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/summarise_items.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get item-by-age summary statistics — summarise_items","text":"dataframe row combination item age,   columns summary statistics group: number children   (n_children), means (comprehension, production),   standard deviations (comprehension_sd, production_sd); also   retains item-level variables lang_items (item_id,  item_definition, uni_lemma, lexical_category).","code":""},{"path":"http://langcog.github.io/wordbankr/reference/summarise_items.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get item-by-age summary statistics — summarise_items","text":"","code":"# \\donttest{ italian_items <- get_item_data(language = \"Italian\", form = \"WG\") if (!is.null(italian_items)) {   italian_dog <- dplyr::filter(italian_items, uni_lemma == \"dog\")   italian_dog_summary <- summarise_items(italian_dog) } #> Getting data for Italian WG # }"},{"path":"http://langcog.github.io/wordbankr/reference/wordbankr-package.html","id":null,"dir":"Reference","previous_headings":"","what":"wordbankr: Accessing the Wordbank Database — wordbankr-package","title":"wordbankr: Accessing the Wordbank Database — wordbankr-package","text":"Connecting Wordbank, open repository developmental vocabulary data. information underlying data, see http://wordbank.stanford.edu.","code":""},{"path":[]},{"path":"http://langcog.github.io/wordbankr/reference/wordbankr-package.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"wordbankr: Accessing the Wordbank Database — wordbankr-package","text":"Maintainer: Mika Braginsky mika.br@gmail.com contributors: Daniel Yurovsky yurovsky@stanford.edu [contributor] Michael Frank mcfrank@stanford.edu [contributor] Danielle Kellier dkellier@stanford.edu [contributor] Alvin Tan tanawm@stanford.edu [contributor]","code":""},{"path":"http://langcog.github.io/wordbankr/news/index.html","id":"wordbankr-103","dir":"Changelog","previous_headings":"","what":"wordbankr 1.0.3","title":"wordbankr 1.0.3","text":"CRAN release: 2024-03-01 allow inclusion study internal IDs correctly handle new database values minor bug fixes","code":""},{"path":"http://langcog.github.io/wordbankr/news/index.html","id":"wordbankr-102","dir":"Changelog","previous_headings":"","what":"wordbankr 1.0.2","title":"wordbankr 1.0.2","text":"CRAN release: 2023-11-09 graceful failure connection issues","code":""},{"path":"http://langcog.github.io/wordbankr/news/index.html","id":"wordbankr-101","dir":"Changelog","previous_headings":"","what":"wordbankr 1.0.1","title":"wordbankr 1.0.1","text":"CRAN release: 2023-10-13 graceful failure connection issues","code":""},{"path":"http://langcog.github.io/wordbankr/news/index.html","id":"wordbankr-100","dir":"Changelog","previous_headings":"","what":"wordbankr 1.0.0","title":"wordbankr 1.0.0","text":"CRAN release: 2022-09-09 updates new structure Wordbank database, including functionality data children’s language exposures health conditions renaming fields arguments consistency clarity addition arguments indicating sets child information include get_administration_data() coding production/comprehension values get_instrument_data() graceful failure connection issues deprecation quantiles functionality","code":""},{"path":"http://langcog.github.io/wordbankr/news/index.html","id":"wordbankr-031","dir":"Changelog","previous_headings":"","what":"wordbankr 0.3.1","title":"wordbankr 0.3.1","text":"CRAN release: 2020-11-13 new functionality fitting quantiles vocabulary sizes compatibility dplyr 2.0 tidyr 1.0","code":""},{"path":"http://langcog.github.io/wordbankr/news/index.html","id":"wordbankr-030","dir":"Changelog","previous_headings":"","what":"wordbankr 0.3.0","title":"wordbankr 0.3.0","text":"CRAN release: 2018-03-14 compatibility tidyeval new functionality metadata data sources new functionality age acquisition estimates new functionality cross-linguistic mapping function argument naming consistency bug fixes performance improvements","code":""}]