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<a class="navbar-brand me-2" href="https://agdamsbo.github.io/FreesearchR/index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
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@ -78,7 +78,7 @@ Content not found. Please use links in the navbar.
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
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Content not found. Please use links in the navbar.
# Page not found (404)

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<a class="navbar-brand me-2" href="index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
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<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
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# Contributor Covenant Code of Conduct
## Our Pledge
We as members, contributors, and leaders pledge to make participation in
our community a harassment-free experience for everyone, regardless of
age, body size, visible or invisible disability, ethnicity, sex
characteristics, gender identity and expression, level of experience,
education, socio-economic status, nationality, personal appearance,
race, caste, color, religion, or sexual identity and orientation.
We pledge to act and interact in ways that contribute to an open,
welcoming, diverse, inclusive, and healthy community.
## Our Standards
Examples of behavior that contributes to a positive environment for our
community include:
- Demonstrating empathy and kindness toward other people
- Being respectful of differing opinions, viewpoints, and experiences
- Giving and gracefully accepting constructive feedback
- Accepting responsibility and apologizing to those affected by our
mistakes, and learning from the experience
- Focusing on what is best not just for us as individuals, but for the
overall community
Examples of unacceptable behavior include:
- The use of sexualized language or imagery, and sexual attention or
advances of any kind
- Trolling, insulting or derogatory comments, and personal or political
attacks
- Public or private harassment
- Publishing others private information, such as a physical or email
address, without their explicit permission
- Other conduct which could reasonably be considered inappropriate in a
professional setting
## Enforcement Responsibilities
Community leaders are responsible for clarifying and enforcing our
standards of acceptable behavior and will take appropriate and fair
corrective action in response to any behavior that they deem
inappropriate, threatening, offensive, or harmful.
Community leaders have the right and responsibility to remove, edit, or
reject comments, commits, code, wiki edits, issues, and other
contributions that are not aligned to this Code of Conduct, and will
communicate reasons for moderation decisions when appropriate.
## Scope
This Code of Conduct applies within all community spaces, and also
applies when an individual is officially representing the community in
public spaces. Examples of representing our community include using an
official e-mail address, posting via an official social media account,
or acting as an appointed representative at an online or offline event.
## Enforcement
Instances of abusive, harassing, or otherwise unacceptable behavior may
be reported to the community leaders responsible for enforcement at
<agdamsbo@clin.au.dk>. All complaints will be reviewed and investigated
promptly and fairly.
All community leaders are obligated to respect the privacy and security
of the reporter of any incident.
## Enforcement Guidelines
Community leaders will follow these Community Impact Guidelines in
determining the consequences for any action they deem in violation of
this Code of Conduct:
### 1. Correction
**Community Impact**: Use of inappropriate language or other behavior
deemed unprofessional or unwelcome in the community.
**Consequence**: A private, written warning from community leaders,
providing clarity around the nature of the violation and an explanation
of why the behavior was inappropriate. A public apology may be
requested.
### 2. Warning
**Community Impact**: A violation through a single incident or series of
actions.
**Consequence**: A warning with consequences for continued behavior. No
interaction with the people involved, including unsolicited interaction
with those enforcing the Code of Conduct, for a specified period of
time. This includes avoiding interactions in community spaces as well as
external channels like social media. Violating these terms may lead to a
temporary or permanent ban.
### 3. Temporary Ban
**Community Impact**: A serious violation of community standards,
including sustained inappropriate behavior.
**Consequence**: A temporary ban from any sort of interaction or public
communication with the community for a specified period of time. No
public or private interaction with the people involved, including
unsolicited interaction with those enforcing the Code of Conduct, is
allowed during this period. Violating these terms may lead to a
permanent ban.
### 4. Permanent Ban
**Community Impact**: Demonstrating a pattern of violation of community
standards, including sustained inappropriate behavior, harassment of an
individual, or aggression toward or disparagement of classes of
individuals.
**Consequence**: A permanent ban from any sort of public interaction
within the community.
## Attribution
This Code of Conduct is adapted from the [Contributor
Covenant](https://www.contributor-covenant.org), version 2.1, available
at
<https://www.contributor-covenant.org/version/2/1/code_of_conduct.html>.
Community Impact Guidelines were inspired by \[Mozillas code of conduct
enforcement ladder\]\[<https://github.com/mozilla/inclusion>\].
For answers to common questions about this code of conduct, see the FAQ
at <https://www.contributor-covenant.org/faq>. Translations are
available at <https://www.contributor-covenant.org/translations>.

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<a class="navbar-brand me-2" href="index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -236,7 +236,7 @@
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
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LICENSE.md Normal file
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# GNU Affero General Public License
*Version 3, 19 November 2007* *Copyright (C) 2007 Free Software
Foundation, Inc. \<<https://fsf.org/>\>*
Everyone is permitted to copy and distribute verbatim copies of this
license document, but changing it is not allowed.
## Preamble
The GNU Affero General Public License is a free, copyleft license for
software and other kinds of works, specifically designed to ensure
cooperation with the community in the case of network server software.
The licenses for most software and other practical works are designed to
take away your freedom to share and change the works. By contrast, our
General Public Licenses are intended to guarantee your freedom to share
and change all versions of a programto make sure it remains free
software for all its users.
When we speak of free software, we are referring to freedom, not price.
Our General Public Licenses are designed to make sure that you have the
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you wish), that you receive source code or can get it if you want it,
that you can change the software or use pieces of it in new free
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Developers that use our General Public Licenses protect your rights with
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License which gives you legal permission to copy, distribute and/or
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A secondary benefit of defending all users freedom is that improvements
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use, become available for other developers to incorporate. Many
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The GNU Affero General Public License is designed specifically to ensure
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An older license, called the Affero General Public License and published
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## TERMS AND CONDITIONS
### 0. Definitions.
“This License” refers to version 3 of the GNU Affero General Public
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“Copyright” also means copyright-like laws that apply to other kinds of
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### 2. Basic Permissions.
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### 7. Additional Terms.
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Additional permissions that are applicable to the entire Program shall
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### 10. Automatic Licensing of Downstream Recipients.
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country that you have reason to believe are valid.
If, pursuant to or in connection with a single transaction or
arrangement, you convey, or propagate by procuring conveyance of, a
covered work, and grant a patent license to some of the parties
receiving the covered work authorizing them to use, propagate, modify or
convey a specific copy of the covered work, then the patent license you
grant is automatically extended to all recipients of the covered work
and works based on it.
A patent license is “discriminatory” if it does not include within the
scope of its coverage, prohibits the exercise of, or is conditioned on
the non-exercise of one or more of the rights that are specifically
granted under this License. You may not convey a covered work if you are
a party to an arrangement with a third party that is in the business of
distributing software, under which you make payment to the third party
based on the extent of your activity of conveying the work, and under
which the third party grants, to any of the parties who would receive
the covered work from you, a discriminatory patent license (a) in
connection with copies of the covered work conveyed by you (or copies
made from those copies), or (b) primarily for and in connection with
specific products or compilations that contain the covered work, unless
you entered into that arrangement, or that patent license was granted,
prior to 28 March 2007.
Nothing in this License shall be construed as excluding or limiting any
implied license or other defenses to infringement that may otherwise be
available to you under applicable patent law.
### 12. No Surrender of Others Freedom.
If conditions are imposed on you (whether by court order, agreement or
otherwise) that contradict the conditions of this License, they do not
excuse you from the conditions of this License. If you cannot convey a
covered work so as to satisfy simultaneously your obligations under this
License and any other pertinent obligations, then as a consequence you
may not convey it at all. For example, if you agree to terms that
obligate you to collect a royalty for further conveying from those to
whom you convey the Program, the only way you could satisfy both those
terms and this License would be to refrain entirely from conveying the
Program.
### 13. Remote Network Interaction; Use with the GNU General Public License.
Notwithstanding any other provision of this License, if you modify the
Program, your modified version must prominently offer all users
interacting with it remotely through a computer network (if your version
supports such interaction) an opportunity to receive the Corresponding
Source of your version by providing access to the Corresponding Source
from a network server at no charge, through some standard or customary
means of facilitating copying of software. This Corresponding Source
shall include the Corresponding Source for any work covered by version 3
of the GNU General Public License that is incorporated pursuant to the
following paragraph.
Notwithstanding any other provision of this License, you have permission
to link or combine any covered work with a work licensed under version 3
of the GNU General Public License into a single combined work, and to
convey the resulting work. The terms of this License will continue to
apply to the part which is the covered work, but the work with which it
is combined will remain governed by version 3 of the GNU General Public
License.
### 14. Revised Versions of this License.
The Free Software Foundation may publish revised and/or new versions of
the GNU Affero General Public License from time to time. Such new
versions will be similar in spirit to the present version, but may
differ in detail to address new problems or concerns.
Each version is given a distinguishing version number. If the Program
specifies that a certain numbered version of the GNU Affero General
Public License “or any later version” applies to it, you have the option
of following the terms and conditions either of that numbered version or
of any later version published by the Free Software Foundation. If the
Program does not specify a version number of the GNU Affero General
Public License, you may choose any version ever published by the Free
Software Foundation.
If the Program specifies that a proxy can decide which future versions
of the GNU Affero General Public License can be used, that proxys
public statement of acceptance of a version permanently authorizes you
to choose that version for the Program.
Later license versions may give you additional or different permissions.
However, no additional obligations are imposed on any author or
copyright holder as a result of your choosing to follow a later version.
### 15. Disclaimer of Warranty.
THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM “AS IS” WITHOUT
WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT
LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A
PARTICULAR PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF
THE PROGRAM IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME
THE COST OF ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
### 16. Limitation of Liability.
IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR
CONVEYS THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES,
INCLUDING ANY GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES
ARISING OUT OF THE USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT
NOT LIMITED TO LOSS OF DATA OR DATA BEING RENDERED INACCURATE OR LOSSES
SUSTAINED BY YOU OR THIRD PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE
WITH ANY OTHER PROGRAMS), EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN
ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
### 17. Interpretation of Sections 15 and 16.
If the disclaimer of warranty and limitation of liability provided above
cannot be given local legal effect according to their terms, reviewing
courts shall apply local law that most closely approximates an absolute
waiver of all civil liability in connection with the Program, unless a
warranty or assumption of liability accompanies a copy of the Program in
return for a fee.
END OF TERMS AND CONDITIONS
## How to Apply These Terms to Your New Programs
If you develop a new program, and you want it to be of the greatest
possible use to the public, the best way to achieve this is to make it
free software which everyone can redistribute and change under these
terms.
To do so, attach the following notices to the program. It is safest to
attach them to the start of each source file to most effectively state
the exclusion of warranty; and each file should have at least the
“copyright” line and a pointer to where the full notice is found.
``` R
<one line to give the program's name and a brief idea of what it does.>
Copyright (C) <year> <name of author>
This program is free software: you can redistribute it and/or modify
it under the terms of the GNU Affero General Public License as
published by the Free Software Foundation, either version 3 of the
License, or (at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU Affero General Public License for more details.
You should have received a copy of the GNU Affero General Public License
along with this program. If not, see <https://www.gnu.org/licenses/>.
```
Also add information on how to contact you by electronic and paper mail.
If your software can interact with users remotely through a computer
network, you should also make sure that it provides a way for users to
get its source. For example, if your program is a web application, its
interface could display a “Source” link that leads users to an archive
of the code. There are many ways you could offer source, and different
solutions will be better for different programs; see section 13 for the
specific requirements.
You should also get your employer (if you work as a programmer) or
school, if any, to sign a “copyright disclaimer” for the program, if
necessary. For more information on this, and how to apply and follow the
GNU AGPL, see <https://www.gnu.org/licenses/>.

View file

@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -59,7 +59,7 @@
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
</div>
<div class="pkgdown-footer-right">

17
QA.md Normal file
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@ -0,0 +1,17 @@
# Questions and answers
A complete instructions set [is also
available](https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html),
but below are a collection of questions and answers about the project
and use of the ***FreesearchR*** app.
## Are you keeping the uploaded data?
No! All uploaded data is deleted when the session ends, so only stored
for your analyses and the immediately deleted.
## How do I merge multiple datasets?
You can merge multiple sheets from ods or xls(x) files on import when a
common key variable is present in selected sheets. Multiple file
upload/merge is currently not supported.

View file

@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -80,7 +80,7 @@
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
</div>
<div class="pkgdown-footer-right">

51
ROADMAP.md Normal file
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@ -0,0 +1,51 @@
# Project roadmap
The current state of the app is considered experimental, however, from
version 25.4.2, the ***FreesearchR*** app is considered functional and
can be used for data evaluation and analyses.
Below are some (the actual list is quite long and growing) of the
planned new features and improvements:
### Implementation in real world clinical studies and projects
This really is the main goal of the whole project.
### New features:
Merge data from multiple sources (you can merge sheets from a workbook
(xls or ods), but this would allow merging several files and/or REDcap
data)
Additional plot types (bar plots, *others…*)
Missingness analysis panel
### Expanded options for regression models:
Expansion of the regression analysis functionality have been put on hold
for now to focus on the more basic use-cases):
More study designs
Cross-sectional data analyses
Longitudinal data analyses
Survival analysis
Other regression models
Stratified analyses
Mixed models of repeated measures
Cox regression analyses
Data handling
Transforming data (transpose and pivoting)
### Improved documentation:
Video walk-through of central functions

View file

@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -43,7 +43,7 @@
<table class="table"><colgroup><col width="100%"></colgroup><thead><tr class="header"><th>——————————– R environment ———————————</th>
</tr></thead><tbody><tr class="odd"><td>|setting |value | |:———–|:——————————————| |version |R version 4.4.1 (2024-06-14) | |os |macOS 15.6.1 | |system |aarch64, darwin20 | |ui |RStudio | |language |(EN) | |collate |en_US.UTF-8 | |ctype |en_US.UTF-8 | |tz |Europe/Copenhagen | |date |2025-09-24 | |rstudio |2025.05.0+496 Mariposa Orchid (desktop) | |pandoc |3.6.4 @ /opt/homebrew/bin/ (via rmarkdown) | |quarto |1.7.30 @ /usr/local/bin/quarto | |FreesearchR |25.9.2.250924 |</td>
</tr></thead><tbody><tr class="odd"><td>|setting |value | |:———–|:——————————————| |version |R version 4.4.1 (2024-06-14) | |os |macOS 15.7.1 | |system |aarch64, darwin20 | |ui |RStudio | |language |(EN) | |collate |en_US.UTF-8 | |ctype |en_US.UTF-8 | |tz |Europe/Copenhagen | |date |2025-11-09 | |rstudio |2025.05.0+496 Mariposa Orchid (desktop) | |pandoc |3.6.4 @ /opt/homebrew/bin/ (via rmarkdown) | |quarto |1.7.30 @ /usr/local/bin/quarto | |FreesearchR |25.11.1.251109 |</td>
</tr></tbody></table><div class="section level2">
<h2 id="id_-packages-">———————————– packages ———————————–<a class="anchor" aria-label="anchor" href="#id_-packages-"></a></h2>
<table class="table"><thead><tr class="header"><th align="left">package</th>
@ -89,7 +89,7 @@
</tr><tr class="even"><td align="left">boot</td>
<td align="left">1.3-31</td>
<td align="left">2024-08-28</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="odd"><td align="left">brio</td>
<td align="left">1.1.5</td>
<td align="left">2024-04-24</td>
@ -114,10 +114,10 @@
<td align="left">1.1.0</td>
<td align="left">2024-05-16</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">callr</td>
<td align="left">3.7.6</td>
<td align="left">2024-03-25</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr><tr class="odd"><td align="left">calendar</td>
<td align="left">0.2.0</td>
<td align="left">2024-08-20</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">cards</td>
<td align="left">0.6.1</td>
<td align="left">2025-07-03</td>
@ -137,7 +137,7 @@
</tr><tr class="even"><td align="left">checkmate</td>
<td align="left">2.3.2</td>
<td align="left">2024-07-29</td>
<td align="left">CRAN (R 4.4.0)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="odd"><td align="left">class</td>
<td align="left">7.3-23</td>
<td align="left">2025-01-01</td>
@ -245,7 +245,7 @@
</tr><tr class="odd"><td align="left">evaluate</td>
<td align="left">1.0.4</td>
<td align="left">2025-06-18</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="even"><td align="left">farver</td>
<td align="left">2.1.2</td>
<td align="left">2024-05-13</td>
@ -277,7 +277,7 @@
</tr><tr class="odd"><td align="left">forcats</td>
<td align="left">1.0.0</td>
<td align="left">2023-01-29</td>
<td align="left">CRAN (R 4.4.0)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="even"><td align="left">foreach</td>
<td align="left">1.5.2</td>
<td align="left">2022-02-02</td>
@ -291,7 +291,7 @@
<td align="left">2023-02-24</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">FreesearchR</td>
<td align="left">25.9.2</td>
<td align="left">25.11.1</td>
<td align="left">NA</td>
<td align="left">NA</td>
</tr><tr class="even"><td align="left">fs</td>
@ -417,7 +417,7 @@
</tr><tr class="even"><td align="left">later</td>
<td align="left">1.4.2</td>
<td align="left">2025-04-08</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="odd"><td align="left">lattice</td>
<td align="left">0.22-7</td>
<td align="left">2025-04-02</td>
@ -426,17 +426,25 @@
<td align="left">1.0.4</td>
<td align="left">2023-11-07</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">lme4</td>
</tr><tr class="odd"><td align="left">litedown</td>
<td align="left">0.7</td>
<td align="left">2025-04-08</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">lme4</td>
<td align="left">1.1-37</td>
<td align="left">2025-03-26</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">lubridate</td>
</tr><tr class="odd"><td align="left">lubridate</td>
<td align="left">1.9.4</td>
<td align="left">2024-12-08</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">magrittr</td>
</tr><tr class="even"><td align="left">magrittr</td>
<td align="left">2.0.3</td>
<td align="left">2022-03-30</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="odd"><td align="left">markdown</td>
<td align="left">2.0</td>
<td align="left">2025-03-23</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">MASS</td>
<td align="left">7.3-65</td>
@ -445,7 +453,7 @@
</tr><tr class="odd"><td align="left">Matrix</td>
<td align="left">1.7-3</td>
<td align="left">2025-03-11</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="even"><td align="left">memoise</td>
<td align="left">2.0.1</td>
<td align="left">2021-11-26</td>
@ -498,50 +506,42 @@
<td align="left">1.18</td>
<td align="left">2025-07-29</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">pak</td>
<td align="left">0.9.0</td>
<td align="left">2025-05-27</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">parameters</td>
</tr><tr class="odd"><td align="left">parameters</td>
<td align="left">0.27.0</td>
<td align="left">2025-07-09</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">patchwork</td>
</tr><tr class="even"><td align="left">patchwork</td>
<td align="left">1.3.1</td>
<td align="left">2025-06-21</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">pbmcapply</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="odd"><td align="left">pbmcapply</td>
<td align="left">1.5.1</td>
<td align="left">2022-04-28</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">performance</td>
</tr><tr class="even"><td align="left">performance</td>
<td align="left">0.15.0</td>
<td align="left">2025-07-10</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">phosphoricons</td>
</tr><tr class="odd"><td align="left">phosphoricons</td>
<td align="left">0.2.1</td>
<td align="left">2024-04-08</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr><tr class="odd"><td align="left">pillar</td>
</tr><tr class="even"><td align="left">pillar</td>
<td align="left">1.11.0</td>
<td align="left">2025-07-04</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">pkgbuild</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="odd"><td align="left">pkgbuild</td>
<td align="left">1.4.8</td>
<td align="left">2025-05-26</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">pkgconfig</td>
</tr><tr class="even"><td align="left">pkgconfig</td>
<td align="left">2.0.3</td>
<td align="left">2019-09-22</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">pkgdown</td>
<td align="left">2.1.3</td>
<td align="left">2025-05-25</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">pkgload</td>
<td align="left">1.4.0</td>
<td align="left">2024-06-28</td>
<td align="left">CRAN (R 4.4.0)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="even"><td align="left">plyr</td>
<td align="left">1.8.9</td>
<td align="left">2023-10-02</td>
@ -590,178 +590,170 @@
<td align="left">1.5.0</td>
<td align="left">2025-07-28</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="even"><td align="left">R.methodsS3</td>
<td align="left">1.8.2</td>
<td align="left">2022-06-13</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">R.oo</td>
<td align="left">1.27.1</td>
<td align="left">2025-05-02</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">R.utils</td>
<td align="left">2.13.0</td>
<td align="left">2025-02-24</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">R6</td>
</tr><tr class="even"><td align="left">R6</td>
<td align="left">2.6.1</td>
<td align="left">2025-02-15</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">ragg</td>
</tr><tr class="odd"><td align="left">ragg</td>
<td align="left">1.4.0</td>
<td align="left">2025-04-10</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">rankinPlot</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="even"><td align="left">rankinPlot</td>
<td align="left">1.1.0</td>
<td align="left">2023-01-30</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr><tr class="even"><td align="left">rbibutils</td>
</tr><tr class="odd"><td align="left">rbibutils</td>
<td align="left">2.3</td>
<td align="left">2024-10-04</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">RColorBrewer</td>
</tr><tr class="even"><td align="left">RColorBrewer</td>
<td align="left">1.1-3</td>
<td align="left">2022-04-03</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">Rcpp</td>
</tr><tr class="odd"><td align="left">Rcpp</td>
<td align="left">1.1.0</td>
<td align="left">2025-07-02</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">RcppArmadillo</td>
</tr><tr class="even"><td align="left">RcppArmadillo</td>
<td align="left">14.6.0-1</td>
<td align="left">2025-07-02</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">Rdpack</td>
</tr><tr class="odd"><td align="left">Rdpack</td>
<td align="left">2.6.4</td>
<td align="left">2025-04-09</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">reactable</td>
</tr><tr class="even"><td align="left">reactable</td>
<td align="left">0.4.4</td>
<td align="left">2023-03-12</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr><tr class="even"><td align="left">readODS</td>
</tr><tr class="odd"><td align="left">readODS</td>
<td align="left">2.3.2</td>
<td align="left">2025-01-13</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">readr</td>
</tr><tr class="even"><td align="left">readr</td>
<td align="left">2.1.5</td>
<td align="left">2024-01-10</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr><tr class="even"><td align="left">readxl</td>
</tr><tr class="odd"><td align="left">readxl</td>
<td align="left">1.4.5</td>
<td align="left">2025-03-07</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">REDCapCAST</td>
</tr><tr class="even"><td align="left">REDCapCAST</td>
<td align="left">25.3.2</td>
<td align="left">2025-03-10</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">REDCapR</td>
</tr><tr class="odd"><td align="left">REDCapR</td>
<td align="left">1.5.0</td>
<td align="left">2025-07-28</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">reformulas</td>
</tr><tr class="even"><td align="left">reformulas</td>
<td align="left">0.4.1</td>
<td align="left">2025-04-30</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">remotes</td>
</tr><tr class="odd"><td align="left">remotes</td>
<td align="left">2.5.0</td>
<td align="left">2024-03-17</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">rempsyc</td>
</tr><tr class="even"><td align="left">rempsyc</td>
<td align="left">0.1.9</td>
<td align="left">2025-02-01</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">renv</td>
</tr><tr class="odd"><td align="left">renv</td>
<td align="left">1.1.5</td>
<td align="left">2025-07-24</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">reshape2</td>
</tr><tr class="even"><td align="left">reshape2</td>
<td align="left">1.4.4</td>
<td align="left">2020-04-09</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr><tr class="even"><td align="left">rio</td>
</tr><tr class="odd"><td align="left">rio</td>
<td align="left">1.2.3</td>
<td align="left">2024-09-25</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">rlang</td>
</tr><tr class="even"><td align="left">rlang</td>
<td align="left">1.1.6</td>
<td align="left">2025-04-11</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">rmarkdown</td>
</tr><tr class="odd"><td align="left">rmarkdown</td>
<td align="left">2.29</td>
<td align="left">2024-11-04</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">robustbase</td>
</tr><tr class="even"><td align="left">robustbase</td>
<td align="left">0.99-4-1</td>
<td align="left">2024-09-27</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">roxygen2</td>
</tr><tr class="odd"><td align="left">roxygen2</td>
<td align="left">7.3.2</td>
<td align="left">2024-06-28</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr><tr class="odd"><td align="left">rpart</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="even"><td align="left">rpart</td>
<td align="left">4.1.24</td>
<td align="left">2025-01-07</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">rprojroot</td>
</tr><tr class="odd"><td align="left">rprojroot</td>
<td align="left">2.1.0</td>
<td align="left">2025-07-12</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">rsconnect</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="even"><td align="left">rsconnect</td>
<td align="left">1.5.0</td>
<td align="left">2025-06-26</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">rstudioapi</td>
</tr><tr class="odd"><td align="left">rstudioapi</td>
<td align="left">0.17.1</td>
<td align="left">2024-10-22</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">sass</td>
</tr><tr class="even"><td align="left">sass</td>
<td align="left">0.4.10</td>
<td align="left">2025-04-11</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">scales</td>
</tr><tr class="odd"><td align="left">scales</td>
<td align="left">1.4.0</td>
<td align="left">2025-04-24</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">see</td>
</tr><tr class="even"><td align="left">see</td>
<td align="left">0.11.0</td>
<td align="left">2025-03-11</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">sessioninfo</td>
</tr><tr class="odd"><td align="left">sessioninfo</td>
<td align="left">1.2.3</td>
<td align="left">2025-02-05</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">shiny</td>
</tr><tr class="even"><td align="left">shiny</td>
<td align="left">1.11.1</td>
<td align="left">2025-07-03</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">shiny.i18n</td>
</tr><tr class="odd"><td align="left">shiny.i18n</td>
<td align="left">0.3.0</td>
<td align="left">2023-01-16</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr><tr class="odd"><td align="left">shinybusy</td>
</tr><tr class="even"><td align="left">shinybusy</td>
<td align="left">0.3.3</td>
<td align="left">2024-03-09</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr><tr class="even"><td align="left">shinyjs</td>
</tr><tr class="odd"><td align="left">shinyjs</td>
<td align="left">2.1.0</td>
<td align="left">2021-12-23</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr><tr class="odd"><td align="left">shinyTime</td>
</tr><tr class="even"><td align="left">shinyTime</td>
<td align="left">1.0.3</td>
<td align="left">2022-08-19</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr><tr class="even"><td align="left">shinyWidgets</td>
</tr><tr class="odd"><td align="left">shinyWidgets</td>
<td align="left">0.9.0</td>
<td align="left">2025-02-21</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">stringi</td>
</tr><tr class="even"><td align="left">stringi</td>
<td align="left">1.8.7</td>
<td align="left">2025-03-27</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="even"><td align="left">stringr</td>
</tr><tr class="odd"><td align="left">stringr</td>
<td align="left">1.5.1</td>
<td align="left">2023-11-14</td>
<td align="left">CRAN (R 4.4.0)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="even"><td align="left">stRoke</td>
<td align="left">25.9.2</td>
<td align="left">2025-09-30</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr><tr class="odd"><td align="left">systemfonts</td>
<td align="left">1.2.3</td>
<td align="left">2025-04-30</td>
@ -773,7 +765,7 @@
</tr><tr class="odd"><td align="left">textshaping</td>
<td align="left">1.0.1</td>
<td align="left">2025-05-01</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="even"><td align="left">thematic</td>
<td align="left">0.1.7</td>
<td align="left">2025-06-19</td>
@ -817,7 +809,7 @@
</tr><tr class="even"><td align="left">usethis</td>
<td align="left">3.1.0</td>
<td align="left">2024-11-26</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="odd"><td align="left">uuid</td>
<td align="left">1.2-1</td>
<td align="left">2024-07-29</td>
@ -841,11 +833,11 @@
</tr><tr class="even"><td align="left">xfun</td>
<td align="left">0.52</td>
<td align="left">2025-04-02</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="odd"><td align="left">xml2</td>
<td align="left">1.3.8</td>
<td align="left">2025-03-14</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr><tr class="even"><td align="left">xtable</td>
<td align="left">1.8-4</td>
<td align="left">2019-04-21</td>
@ -865,7 +857,7 @@
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
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# NA
| ——————————– R environment ——————————— |
|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| \|setting \|value \| \|:———–\|:——————————————\| \|version \|R version 4.4.1 (2024-06-14) \| \|os \|macOS 15.7.1 \| \|system \|aarch64, darwin20 \| \|ui \|RStudio \| \|language \|(EN) \| \|collate \|en_US.UTF-8 \| \|ctype \|en_US.UTF-8 \| \|tz \|Europe/Copenhagen \| \|date \|2025-11-09 \| \|rstudio \|2025.05.0+496 Mariposa Orchid (desktop) \| \|pandoc \|3.6.4 @ /opt/homebrew/bin/ (via rmarkdown) \| \|quarto \|1.7.30 @ /usr/local/bin/quarto \| \|FreesearchR \|25.11.1.251109 \| |
## ———————————– packages ———————————–
| package | loadedversion | date | source |
|:------------------|:--------------|:-----------|:---------------|
| apexcharter | 0.4.4 | 2024-09-06 | CRAN (R 4.4.1) |
| askpass | 1.2.1 | 2024-10-04 | CRAN (R 4.4.1) |
| assertthat | 0.2.1 | 2019-03-21 | CRAN (R 4.4.1) |
| backports | 1.5.0 | 2024-05-23 | CRAN (R 4.4.1) |
| base64enc | 0.1-3 | 2015-07-28 | CRAN (R 4.4.1) |
| bayestestR | 0.16.1 | 2025-07-01 | CRAN (R 4.4.1) |
| bit | 4.6.0 | 2025-03-06 | CRAN (R 4.4.1) |
| bit64 | 4.6.0-1 | 2025-01-16 | CRAN (R 4.4.1) |
| bitops | 1.0-9 | 2024-10-03 | CRAN (R 4.4.1) |
| boot | 1.3-31 | 2024-08-28 | RSPM (R 4.4.0) |
| brio | 1.1.5 | 2024-04-24 | CRAN (R 4.4.1) |
| broom | 1.0.9 | 2025-07-28 | CRAN (R 4.4.1) |
| broom.helpers | 1.21.0 | 2025-04-24 | CRAN (R 4.4.1) |
| bsicons | 0.1.2 | 2023-11-04 | CRAN (R 4.4.0) |
| bslib | 0.9.0 | 2025-01-30 | CRAN (R 4.4.1) |
| cachem | 1.1.0 | 2024-05-16 | CRAN (R 4.4.1) |
| calendar | 0.2.0 | 2024-08-20 | CRAN (R 4.4.1) |
| cards | 0.6.1 | 2025-07-03 | CRAN (R 4.4.1) |
| cardx | 0.2.5 | 2025-07-03 | CRAN (R 4.4.1) |
| caTools | 1.18.3 | 2024-09-04 | CRAN (R 4.4.1) |
| cellranger | 1.1.0 | 2016-07-27 | CRAN (R 4.4.0) |
| checkmate | 2.3.2 | 2024-07-29 | RSPM (R 4.4.0) |
| class | 7.3-23 | 2025-01-01 | CRAN (R 4.4.1) |
| classInt | 0.4-11 | 2025-01-08 | CRAN (R 4.4.1) |
| cli | 3.6.5 | 2025-04-23 | CRAN (R 4.4.1) |
| cluster | 2.1.8.1 | 2025-03-12 | CRAN (R 4.4.1) |
| codetools | 0.2-20 | 2024-03-31 | CRAN (R 4.4.1) |
| colorspace | 2.1-1 | 2024-07-26 | CRAN (R 4.4.1) |
| commonmark | 2.0.0 | 2025-07-07 | CRAN (R 4.4.1) |
| crayon | 1.5.3 | 2024-06-20 | CRAN (R 4.4.1) |
| data.table | 1.17.8 | 2025-07-10 | CRAN (R 4.4.1) |
| datamods | 1.5.3 | 2024-10-02 | CRAN (R 4.4.1) |
| datawizard | 1.2.0 | 2025-07-17 | CRAN (R 4.4.1) |
| DEoptimR | 1.1-4 | 2025-07-27 | CRAN (R 4.4.1) |
| desc | 1.4.3 | 2023-12-10 | CRAN (R 4.4.1) |
| devtools | 2.4.5 | 2022-10-11 | CRAN (R 4.4.0) |
| DHARMa | 0.4.7 | 2024-10-18 | CRAN (R 4.4.1) |
| digest | 0.6.37 | 2024-08-19 | CRAN (R 4.4.1) |
| doParallel | 1.0.17 | 2022-02-07 | CRAN (R 4.4.0) |
| dplyr | 1.1.4 | 2023-11-17 | CRAN (R 4.4.0) |
| DT | 0.33 | 2024-04-04 | CRAN (R 4.4.0) |
| e1071 | 1.7-16 | 2024-09-16 | CRAN (R 4.4.1) |
| easystats | 0.7.5 | 2025-07-11 | CRAN (R 4.4.1) |
| ellipsis | 0.3.2 | 2021-04-29 | CRAN (R 4.4.1) |
| emmeans | 1.11.2 | 2025-07-11 | CRAN (R 4.4.1) |
| esquisse | 2.1.0 | 2025-02-21 | CRAN (R 4.4.1) |
| estimability | 1.5.1 | 2024-05-12 | CRAN (R 4.4.1) |
| eulerr | 7.0.2 | 2024-03-28 | CRAN (R 4.4.0) |
| evaluate | 1.0.4 | 2025-06-18 | RSPM (R 4.4.0) |
| farver | 2.1.2 | 2024-05-13 | CRAN (R 4.4.1) |
| fastmap | 1.2.0 | 2024-05-15 | CRAN (R 4.4.1) |
| flextable | 0.9.9 | 2025-05-31 | CRAN (R 4.4.1) |
| fontawesome | 0.5.3 | 2024-11-16 | CRAN (R 4.4.1) |
| fontBitstreamVera | 0.1.1 | 2017-02-01 | CRAN (R 4.4.1) |
| fontLiberation | 0.1.0 | 2016-10-15 | CRAN (R 4.4.1) |
| fontquiver | 0.2.1 | 2017-02-01 | CRAN (R 4.4.0) |
| forcats | 1.0.0 | 2023-01-29 | RSPM (R 4.4.0) |
| foreach | 1.5.2 | 2022-02-02 | CRAN (R 4.4.0) |
| foreign | 0.8-90 | 2025-03-31 | CRAN (R 4.4.1) |
| Formula | 1.2-5 | 2023-02-24 | CRAN (R 4.4.1) |
| FreesearchR | 25.11.1 | NA | NA |
| fs | 1.6.6 | 2025-04-12 | CRAN (R 4.4.1) |
| gdtools | 0.4.2 | 2025-03-27 | CRAN (R 4.4.1) |
| generics | 0.1.4 | 2025-05-09 | CRAN (R 4.4.1) |
| ggalluvial | 0.12.5 | 2023-02-22 | CRAN (R 4.4.0) |
| ggcorrplot | 0.1.4.1 | 2023-09-05 | CRAN (R 4.4.0) |
| ggforce | 0.5.0 | 2025-06-18 | CRAN (R 4.4.1) |
| ggplot2 | 3.5.2 | 2025-04-09 | CRAN (R 4.4.1) |
| ggridges | 0.5.6 | 2024-01-23 | CRAN (R 4.4.0) |
| ggstats | 0.10.0 | 2025-07-02 | CRAN (R 4.4.1) |
| glue | 1.8.0 | 2024-09-30 | CRAN (R 4.4.1) |
| gridExtra | 2.3 | 2017-09-09 | CRAN (R 4.4.1) |
| gt | 1.0.0 | 2025-04-05 | CRAN (R 4.4.1) |
| gtable | 0.3.6 | 2024-10-25 | CRAN (R 4.4.1) |
| gtsummary | 2.3.0 | 2025-07-03 | CRAN (R 4.4.1) |
| haven | 2.5.5 | 2025-05-30 | CRAN (R 4.4.1) |
| here | 1.0.1 | 2020-12-13 | CRAN (R 4.4.1) |
| Hmisc | 5.2-3 | 2025-03-16 | CRAN (R 4.4.1) |
| hms | 1.1.3 | 2023-03-21 | CRAN (R 4.4.0) |
| htmlTable | 2.4.3 | 2024-07-21 | CRAN (R 4.4.0) |
| htmltools | 0.5.8.1 | 2024-04-04 | CRAN (R 4.4.1) |
| htmlwidgets | 1.6.4 | 2023-12-06 | CRAN (R 4.4.0) |
| httpuv | 1.6.16 | 2025-04-16 | CRAN (R 4.4.1) |
| IDEAFilter | 0.2.1 | 2025-07-29 | CRAN (R 4.4.1) |
| insight | 1.4.0 | 2025-08-18 | CRAN (R 4.4.1) |
| iterators | 1.0.14 | 2022-02-05 | CRAN (R 4.4.1) |
| jquerylib | 0.1.4 | 2021-04-26 | CRAN (R 4.4.0) |
| jsonlite | 2.0.0 | 2025-03-27 | CRAN (R 4.4.1) |
| KernSmooth | 2.23-26 | 2025-01-01 | CRAN (R 4.4.1) |
| keyring | 1.4.1 | 2025-06-15 | CRAN (R 4.4.1) |
| knitr | 1.50 | 2025-03-16 | CRAN (R 4.4.1) |
| later | 1.4.2 | 2025-04-08 | RSPM (R 4.4.0) |
| lattice | 0.22-7 | 2025-04-02 | CRAN (R 4.4.1) |
| lifecycle | 1.0.4 | 2023-11-07 | CRAN (R 4.4.1) |
| litedown | 0.7 | 2025-04-08 | CRAN (R 4.4.1) |
| lme4 | 1.1-37 | 2025-03-26 | CRAN (R 4.4.1) |
| lubridate | 1.9.4 | 2024-12-08 | CRAN (R 4.4.1) |
| magrittr | 2.0.3 | 2022-03-30 | RSPM (R 4.4.0) |
| markdown | 2.0 | 2025-03-23 | CRAN (R 4.4.1) |
| MASS | 7.3-65 | 2025-02-28 | CRAN (R 4.4.1) |
| Matrix | 1.7-3 | 2025-03-11 | RSPM (R 4.4.0) |
| memoise | 2.0.1 | 2021-11-26 | CRAN (R 4.4.0) |
| mime | 0.13 | 2025-03-17 | CRAN (R 4.4.1) |
| miniUI | 0.1.2 | 2025-04-17 | CRAN (R 4.4.1) |
| minqa | 1.2.8 | 2024-08-17 | CRAN (R 4.4.1) |
| mvtnorm | 1.3-3 | 2025-01-10 | CRAN (R 4.4.1) |
| NHANES | 2.1.0 | 2015-07-02 | CRAN (R 4.4.0) |
| nlme | 3.1-168 | 2025-03-31 | CRAN (R 4.4.1) |
| nloptr | 2.2.1 | 2025-03-17 | CRAN (R 4.4.1) |
| nnet | 7.3-20 | 2025-01-01 | CRAN (R 4.4.1) |
| officer | 0.6.10 | 2025-05-30 | CRAN (R 4.4.1) |
| opdisDownsampling | 1.0.1 | 2024-04-15 | CRAN (R 4.4.0) |
| openssl | 2.3.3 | 2025-05-26 | CRAN (R 4.4.1) |
| openxlsx2 | 1.18 | 2025-07-29 | CRAN (R 4.4.1) |
| parameters | 0.27.0 | 2025-07-09 | CRAN (R 4.4.1) |
| patchwork | 1.3.1 | 2025-06-21 | RSPM (R 4.4.0) |
| pbmcapply | 1.5.1 | 2022-04-28 | CRAN (R 4.4.1) |
| performance | 0.15.0 | 2025-07-10 | CRAN (R 4.4.1) |
| phosphoricons | 0.2.1 | 2024-04-08 | CRAN (R 4.4.0) |
| pillar | 1.11.0 | 2025-07-04 | RSPM (R 4.4.0) |
| pkgbuild | 1.4.8 | 2025-05-26 | CRAN (R 4.4.1) |
| pkgconfig | 2.0.3 | 2019-09-22 | CRAN (R 4.4.1) |
| pkgload | 1.4.0 | 2024-06-28 | RSPM (R 4.4.0) |
| plyr | 1.8.9 | 2023-10-02 | CRAN (R 4.4.1) |
| polyclip | 1.10-7 | 2024-07-23 | CRAN (R 4.4.1) |
| pracma | 2.4.4 | 2023-11-10 | CRAN (R 4.4.1) |
| processx | 3.8.6 | 2025-02-21 | CRAN (R 4.4.1) |
| profvis | 0.4.0 | 2024-09-20 | CRAN (R 4.4.1) |
| promises | 1.3.3 | 2025-05-29 | CRAN (R 4.4.1) |
| proxy | 0.4-27 | 2022-06-09 | CRAN (R 4.4.1) |
| ps | 1.9.1 | 2025-04-12 | CRAN (R 4.4.1) |
| purrr | 1.1.0 | 2025-07-10 | CRAN (R 4.4.1) |
| qqconf | 1.3.2 | 2023-04-14 | CRAN (R 4.4.0) |
| qqplotr | 0.0.6 | 2023-01-25 | CRAN (R 4.4.0) |
| quarto | 1.5.0 | 2025-07-28 | RSPM (R 4.4.0) |
| R6 | 2.6.1 | 2025-02-15 | CRAN (R 4.4.1) |
| ragg | 1.4.0 | 2025-04-10 | RSPM (R 4.4.0) |
| rankinPlot | 1.1.0 | 2023-01-30 | CRAN (R 4.4.0) |
| rbibutils | 2.3 | 2024-10-04 | CRAN (R 4.4.1) |
| RColorBrewer | 1.1-3 | 2022-04-03 | CRAN (R 4.4.1) |
| Rcpp | 1.1.0 | 2025-07-02 | CRAN (R 4.4.1) |
| RcppArmadillo | 14.6.0-1 | 2025-07-02 | CRAN (R 4.4.1) |
| Rdpack | 2.6.4 | 2025-04-09 | CRAN (R 4.4.1) |
| reactable | 0.4.4 | 2023-03-12 | CRAN (R 4.4.0) |
| readODS | 2.3.2 | 2025-01-13 | CRAN (R 4.4.1) |
| readr | 2.1.5 | 2024-01-10 | CRAN (R 4.4.0) |
| readxl | 1.4.5 | 2025-03-07 | CRAN (R 4.4.1) |
| REDCapCAST | 25.3.2 | 2025-03-10 | CRAN (R 4.4.1) |
| REDCapR | 1.5.0 | 2025-07-28 | CRAN (R 4.4.1) |
| reformulas | 0.4.1 | 2025-04-30 | CRAN (R 4.4.1) |
| remotes | 2.5.0 | 2024-03-17 | CRAN (R 4.4.1) |
| rempsyc | 0.1.9 | 2025-02-01 | CRAN (R 4.4.1) |
| renv | 1.1.5 | 2025-07-24 | CRAN (R 4.4.1) |
| reshape2 | 1.4.4 | 2020-04-09 | CRAN (R 4.4.0) |
| rio | 1.2.3 | 2024-09-25 | CRAN (R 4.4.1) |
| rlang | 1.1.6 | 2025-04-11 | CRAN (R 4.4.1) |
| rmarkdown | 2.29 | 2024-11-04 | CRAN (R 4.4.1) |
| robustbase | 0.99-4-1 | 2024-09-27 | CRAN (R 4.4.1) |
| roxygen2 | 7.3.2 | 2024-06-28 | RSPM (R 4.4.0) |
| rpart | 4.1.24 | 2025-01-07 | CRAN (R 4.4.1) |
| rprojroot | 2.1.0 | 2025-07-12 | RSPM (R 4.4.0) |
| rsconnect | 1.5.0 | 2025-06-26 | CRAN (R 4.4.1) |
| rstudioapi | 0.17.1 | 2024-10-22 | CRAN (R 4.4.1) |
| sass | 0.4.10 | 2025-04-11 | CRAN (R 4.4.1) |
| scales | 1.4.0 | 2025-04-24 | CRAN (R 4.4.1) |
| see | 0.11.0 | 2025-03-11 | CRAN (R 4.4.1) |
| sessioninfo | 1.2.3 | 2025-02-05 | CRAN (R 4.4.1) |
| shiny | 1.11.1 | 2025-07-03 | CRAN (R 4.4.1) |
| shiny.i18n | 0.3.0 | 2023-01-16 | CRAN (R 4.4.0) |
| shinybusy | 0.3.3 | 2024-03-09 | CRAN (R 4.4.0) |
| shinyjs | 2.1.0 | 2021-12-23 | CRAN (R 4.4.0) |
| shinyTime | 1.0.3 | 2022-08-19 | CRAN (R 4.4.0) |
| shinyWidgets | 0.9.0 | 2025-02-21 | CRAN (R 4.4.1) |
| stringi | 1.8.7 | 2025-03-27 | CRAN (R 4.4.1) |
| stringr | 1.5.1 | 2023-11-14 | RSPM (R 4.4.0) |
| stRoke | 25.9.2 | 2025-09-30 | CRAN (R 4.4.1) |
| systemfonts | 1.2.3 | 2025-04-30 | CRAN (R 4.4.1) |
| testthat | 3.2.3 | 2025-01-13 | CRAN (R 4.4.1) |
| textshaping | 1.0.1 | 2025-05-01 | RSPM (R 4.4.0) |
| thematic | 0.1.7 | 2025-06-19 | CRAN (R 4.4.1) |
| tibble | 3.3.0 | 2025-06-08 | CRAN (R 4.4.1) |
| tidyr | 1.3.1 | 2024-01-24 | CRAN (R 4.4.1) |
| tidyselect | 1.2.1 | 2024-03-11 | CRAN (R 4.4.0) |
| timechange | 0.3.0 | 2024-01-18 | CRAN (R 4.4.1) |
| toastui | 0.4.0 | 2025-04-03 | CRAN (R 4.4.1) |
| tweenr | 2.0.3 | 2024-02-26 | CRAN (R 4.4.0) |
| twosamples | 2.0.1 | 2023-06-23 | CRAN (R 4.4.1) |
| tzdb | 0.5.0 | 2025-03-15 | CRAN (R 4.4.1) |
| urlchecker | 1.0.1 | 2021-11-30 | CRAN (R 4.4.1) |
| usethis | 3.1.0 | 2024-11-26 | RSPM (R 4.4.0) |
| uuid | 1.2-1 | 2024-07-29 | CRAN (R 4.4.1) |
| vctrs | 0.6.5 | 2023-12-01 | CRAN (R 4.4.0) |
| vroom | 1.6.5 | 2023-12-05 | CRAN (R 4.4.0) |
| withr | 3.0.2 | 2024-10-28 | CRAN (R 4.4.1) |
| writexl | 1.5.4 | 2025-04-15 | CRAN (R 4.4.1) |
| xfun | 0.52 | 2025-04-02 | RSPM (R 4.4.0) |
| xml2 | 1.3.8 | 2025-03-14 | RSPM (R 4.4.0) |
| xtable | 1.8-4 | 2019-04-21 | CRAN (R 4.4.1) |
| yaml | 2.3.10 | 2024-07-26 | CRAN (R 4.4.1) |
| zip | 2.3.3 | 2025-05-13 | CRAN (R 4.4.1) |

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@ -29,7 +29,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -79,310 +79,16 @@
<div class="section level2">
<h2 id="getting-started-with-freesearchr">Getting started with <strong><em>FreesearchR</em></strong><a class="anchor" aria-label="anchor" href="#getting-started-with-freesearchr"></a>
</h2>
<p>Below is a simple walk-trough and basic descriptions on the different
features of the <strong><em>FreesearchR</em></strong> app.</p>
<div class="section level3">
<h3 id="launching">Launching<a class="anchor" aria-label="anchor" href="#launching"></a>
</h3>
<p>The easiest way to get started is to launch <a href="https://app.freesearchr.org/" class="external-link">the onlie version of the app (click
this link)</a>. Please be aware not to upload sensitive data in this
version as data security can not be guaranteed in this online
environment. The app can easily be run from <em>R</em> on your own
computer by running the code below (<a href="https://agdamsbo.github.io/FreesearchR/#run-locally-on-your-own-machine">read
more on running locally here</a>):</p>
<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://pak.r-lib.org/" class="external-link">"pak"</a></span><span class="op">)</span></span>
<span><span class="fu">pak</span><span class="fu">::</span><span class="fu"><a href="https://pak.r-lib.org/reference/pak.html" class="external-link">pak</a></span><span class="op">(</span><span class="st">"agdamsbo/FreesearchR"</span><span class="op">)</span></span>
<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/agdamsbo/FreesearchR" class="external-link">FreesearchR</a></span><span class="op">)</span></span>
<span><span class="fu">FreesearchR</span><span class="fu">::</span><span class="fu"><a href="../reference/launch_FreesearchR.html">launch_FreesearchR</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
<p>As a small note, a standalone Windows app version is on the drawing
board as well, but no time frame is currently available.</p>
</div>
<div class="section level3">
<h3 id="get-started">Get started<a class="anchor" aria-label="anchor" href="#get-started"></a>
</h3>
<p>Once in the app, get started by loading your data. You have three
options available for importing data: file upload, REDCap server export
and local or sample data.</p>
<p>After choosing a data source nad importing data, you can preview the
basic data structure and missing observations, set a threshold to filter
data by completeness and further manually specify variables to include
for analyses.</p>
<div class="section level4">
<h4 id="file-upload">File upload<a class="anchor" aria-label="anchor" href="#file-upload"></a>
</h4>
<p>Several data file formats are supported for easy import (csv, txt,
xls(x), ods, rds, dta). If importing workbooks (xls(x) or ods), you are
prompted to specify sheet(s) to import. If choosing multiple sheets,
these are automatically merged by common variable(s), so please make
sure that key/ID variables are correctly named identically.</p>
</div>
<div class="section level4">
<h4 id="redcap-server-export">REDCap server export<a class="anchor" aria-label="anchor" href="#redcap-server-export"></a>
</h4>
<p>Export data directly from a REDCap server. You need to first generate
an API-token (<a href="https://confluence.research.cchmc.org/pages/viewpage.action?pageId=50987698" class="external-link">see
these instruction</a>) in REDCap. Make sure you have the necessary
rights to do so.</p>
<p>Please dont store the API-key on your device unless encrypted or in
a keyring, as this may compromise data safety. Log in to your REDCap
server and retrieve the token when needed.</p>
<p>Type the correct web address of your REDCap server.</p>
<p>The module will validate the information and you can click
“Connect”.</p>
<p>This will unfold options to preview your data dictionary (the main
database metadata), choose fields/variables to download as well as
filtering options.</p>
</div>
<div class="section level4">
<h4 id="local-or-sample-data">Local or sample data<a class="anchor" aria-label="anchor" href="#local-or-sample-data"></a>
</h4>
<p>When opening the online hosted app, you can load some sample data to
try out the app. When running the app locally from <em>R</em> on your
own computer, you will find all data frames loaded in your environment
here. This extends the possible uses of this app to allow for quick and
easy data insights and code generation.</p>
</div>
</div>
<div class="section level3">
<h3 id="prepare">Prepare<a class="anchor" aria-label="anchor" href="#prepare"></a>
</h3>
<p>This is the panel to prepare data for evaluation and analyses and get
a good overview of your data, check data is classed and formatted
correctly, perform simple modifications and filter data.</p>
<div class="section level4">
<h4 id="summary">Summary<a class="anchor" aria-label="anchor" href="#summary"></a>
</h4>
<p>Here, the data variables can be inspected with a simple visualisation
and a few key measures. Also, data filtering is available at two
levels:</p>
<ul>
<li><p>Data type filtering allows to filter by variable <a href="https://agdamsbo.github.io/FreesearchR/articles/data-types.html">data
type</a></p></li>
<li><p>Observations level filtering allow to filter data by
variable</p></li>
</ul>
</div>
<div class="section level4">
<h4 id="modify">Modify<a class="anchor" aria-label="anchor" href="#modify"></a>
</h4>
<p>Re-class, rename, and relabel variables. Subset data, create new
variables and reorder factor levels. Also, compare the modified dataset
to the original and restore the original data.</p>
</div>
</div>
<div class="section level3">
<h3 id="evaluate">Evaluate<a class="anchor" aria-label="anchor" href="#evaluate"></a>
</h3>
<p>This panel allows for basic data evaluation.</p>
<div class="section level4">
<h4 id="characteristics">Characteristics<a class="anchor" aria-label="anchor" href="#characteristics"></a>
</h4>
<p>Create a classical baseline characteristics table with optional data
stratification and comparisons.</p>
</div>
<div class="section level4">
<h4 id="correlation-matrix">Correlation matrix<a class="anchor" aria-label="anchor" href="#correlation-matrix"></a>
</h4>
<p>Visualise variable correlations and get suggestions to exclude highly
correlated variables.</p>
</div>
</div>
<div class="section level3">
<h3 id="visuals">Visuals<a class="anchor" aria-label="anchor" href="#visuals"></a>
</h3>
<p>There are a number of plotting options to visualise different aspects
of the data.</p>
<p>Below are the available plot types listed.</p>
<table class="table">
<colgroup>
<col width="7%">
<col width="14%">
<col width="77%">
</colgroup>
<thead><tr class="header">
<th align="left">Data type</th>
<th align="left">Plot type</th>
<th align="left">Description</th>
</tr></thead>
<tbody>
<tr class="odd">
<td align="left">continuous</td>
<td align="left">Violin plot</td>
<td align="left">A modern alternative to the classic boxplot to
visualise data distribution</td>
</tr>
<tr class="even">
<td align="left">continuous</td>
<td align="left">Scatter plot</td>
<td align="left">A classic way of showing the association between to
variables</td>
</tr>
<tr class="odd">
<td align="left">continuous</td>
<td align="left">Box plot</td>
<td align="left">A classic way to plot data distribution by groups</td>
</tr>
<tr class="even">
<td align="left">dichotomous</td>
<td align="left">Stacked horizontal bars</td>
<td align="left">A classical way of visualising the distribution of an
ordinal scale like the modified Ranking Scale and known as Grotta
bars</td>
</tr>
<tr class="odd">
<td align="left">dichotomous</td>
<td align="left">Violin plot</td>
<td align="left">A modern alternative to the classic boxplot to
visualise data distribution</td>
</tr>
<tr class="even">
<td align="left">dichotomous</td>
<td align="left">Sankey plot</td>
<td align="left">A way of visualising change between groups</td>
</tr>
<tr class="odd">
<td align="left">dichotomous</td>
<td align="left">Box plot</td>
<td align="left">A classic way to plot data distribution by groups</td>
</tr>
<tr class="even">
<td align="left">dichotomous</td>
<td align="left">Euler diagram</td>
<td align="left">Generate area-proportional Euler diagrams to display
set relationships</td>
</tr>
<tr class="odd">
<td align="left">categorical</td>
<td align="left">Stacked horizontal bars</td>
<td align="left">A classical way of visualising the distribution of an
ordinal scale like the modified Ranking Scale and known as Grotta
bars</td>
</tr>
<tr class="even">
<td align="left">categorical</td>
<td align="left">Violin plot</td>
<td align="left">A modern alternative to the classic boxplot to
visualise data distribution</td>
</tr>
<tr class="odd">
<td align="left">categorical</td>
<td align="left">Sankey plot</td>
<td align="left">A way of visualising change between groups</td>
</tr>
<tr class="even">
<td align="left">categorical</td>
<td align="left">Box plot</td>
<td align="left">A classic way to plot data distribution by groups</td>
</tr>
<tr class="odd">
<td align="left">categorical</td>
<td align="left">Euler diagram</td>
<td align="left">Generate area-proportional Euler diagrams to display
set relationships</td>
</tr>
</tbody>
</table>
<p>Export the plots directly from the sidebar with easily adjusted plot
dimensions for your next publication.</p>
<p>Also copy the code to generate the plot in your own R-environment and
fine tune all the small details.</p>
</div>
<div class="section level3">
<h3 id="regression">Regression<a class="anchor" aria-label="anchor" href="#regression"></a>
</h3>
<p>This section is only intended for very simple explorative analyses
and as a proof-of-concept for now. If you are doing complex regression
analyses you should probably just write the code yourself.</p>
<p>Below are the available regression types listed.</p>
<table class="table">
<colgroup>
<col width="16%">
<col width="46%">
<col width="15%">
<col width="21%">
</colgroup>
<thead><tr class="header">
<th align="left">Data type</th>
<th align="left">Regression model</th>
<th align="left">Function</th>
<th align="left">Study design</th>
</tr></thead>
<tbody>
<tr class="odd">
<td align="left">continuous</td>
<td align="left">Linear regression model</td>
<td align="left">stats::lm</td>
<td align="left">cross-sectional</td>
</tr>
<tr class="even">
<td align="left">dichotomous</td>
<td align="left">Logistic regression model</td>
<td align="left">stats::glm</td>
<td align="left">cross-sectional</td>
</tr>
<tr class="odd">
<td align="left">categorical</td>
<td align="left">Ordinal logistic regression model</td>
<td align="left">MASS::polr</td>
<td align="left">cross-sectional</td>
</tr>
</tbody>
</table>
<div class="section level4">
<h4 id="table">Table<a class="anchor" aria-label="anchor" href="#table"></a>
</h4>
<p>Generate simple regression models and get the results in a nice
table. This will also be included in the exported report.</p>
<p>This will generate a combined table with both univariate regression
model results for each included variable and a multivariate model with
all variables included for explorative analyses.</p>
</div>
<div class="section level4">
<h4 id="plots">Plots<a class="anchor" aria-label="anchor" href="#plots"></a>
</h4>
<p>Plot the coefficients from the regression models in a forest plot.
Choose which model(s) to include.</p>
</div>
<div class="section level4">
<h4 id="model-checks">Model checks<a class="anchor" aria-label="anchor" href="#model-checks"></a>
</h4>
<p>Check model assumptions visually. Supported checks can be chosen.</p>
</div>
</div>
<div class="section level3">
<h3 id="download">Download<a class="anchor" aria-label="anchor" href="#download"></a>
</h3>
<div class="section level4">
<h4 id="report">Report<a class="anchor" aria-label="anchor" href="#report"></a>
</h4>
<p>Download a nice report with baseline characteristics and regression
model results. Choose between MS Word or LibreOffice format.</p>
</div>
<div class="section level4">
<h4 id="data">Data<a class="anchor" aria-label="anchor" href="#data"></a>
</h4>
<p>Export the modified dataset in different formats.</p>
</div>
<div class="section level4">
<h4 id="code">Code<a class="anchor" aria-label="anchor" href="#code"></a>
</h4>
<p>See all the code snippets from the different steps in your data
evaluation.</p>
</div>
</div>
</div>
</main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>
</nav></aside>
<p>Documentation on getting started using the FreesearchR app can be
found in the <a href="https://freesearchr.github.io/FreesearchR-knowledge/app/app.html" class="external-link">FreesearchR
project documentations (link)</a>.</p>
</main>
</div>
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
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5
articles/FreesearchR.md Normal file
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@ -0,0 +1,5 @@
# FreesearchR
Documentation on getting started using the FreesearchR app can be found
in the [FreesearchR project documentations
(link)](https://freesearchr.github.io/FreesearchR-knowledge/app/app.html).

View file

@ -29,7 +29,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -79,92 +79,16 @@
<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/agdamsbo/FreesearchR" class="external-link">FreesearchR</a></span><span class="op">)</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; Attaching package: 'FreesearchR'</span></span>
<span><span class="co">#&gt; The following object is masked from 'package:base':</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; sort_by</span></span>
<span><span class="va">i18n_path</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/system.file.html" class="external-link">system.file</a></span><span class="op">(</span><span class="st">"translations"</span>, package <span class="op">=</span> <span class="st">"FreesearchR"</span><span class="op">)</span></span>
<span><span class="va">i18n</span> <span class="op">&lt;-</span> <span class="fu">shiny.i18n</span><span class="fu">::</span><span class="va"><a href="https://appsilon.github.io/shiny.i18n/reference/Translator.html" class="external-link">Translator</a></span><span class="op">$</span><span class="fu">new</span><span class="op">(</span>translation_csvs_path <span class="op">=</span> <span class="va">i18n_path</span><span class="op">)</span></span>
<span><span class="co">#&gt; Warning in load_local_config(translation_csv_config): You didn't specify config</span></span>
<span><span class="co">#&gt; translation yaml file. Default settings are used.</span></span>
<span><span class="va">i18n</span><span class="op">$</span><span class="fu">set_translation_language</span><span class="op">(</span><span class="st">"en"</span><span class="op">)</span></span></code></pre></div>
<div class="section level2">
<h2 id="a-clinical-data-class">A clinical data class<a class="anchor" aria-label="anchor" href="#a-clinical-data-class"></a>
</h2>
<p>Traditionally in <em>R</em>, data is identified by classes, like
numeric, integer, double, logical, factor etc. These classes can be a
little confusing from a clinical or operational standpoint. In the
<strong><em>FreesearchR</em></strong> app, these classes has been
simplified and modified to the following data types, that are assigned
on a prioritised order like the following:</p>
<table class="table">
<colgroup>
<col width="14%">
<col width="50%">
<col width="35%">
</colgroup>
<thead><tr class="header">
<th align="left">Data type</th>
<th align="left">Description</th>
<th align="left">Data classes included</th>
</tr></thead>
<tbody>
<tr class="odd">
<td align="left">empty</td>
<td align="left">Variable of all NAs</td>
<td align="left">Any class</td>
</tr>
<tr class="even">
<td align="left">monotone</td>
<td align="left">Variable with only one unique value</td>
<td align="left">Any class</td>
</tr>
<tr class="odd">
<td align="left">dichotomous</td>
<td align="left">Variable with only two unique values</td>
<td align="left">Any class</td>
</tr>
<tr class="even">
<td align="left">categorical</td>
<td align="left">Factor variable</td>
<td align="left">factor (ordered or unordered)</td>
</tr>
<tr class="odd">
<td align="left">text</td>
<td align="left">Character variable</td>
<td align="left">character</td>
</tr>
<tr class="even">
<td align="left">datetime</td>
<td align="left">Variable of time, date or datetime values</td>
<td align="left">hms, Date, POSIXct and POSIXt</td>
</tr>
<tr class="odd">
<td align="left">continuous</td>
<td align="left">Numeric variable</td>
<td align="left">numeric, integer or double</td>
</tr>
<tr class="even">
<td align="left">unknown</td>
<td align="left">Anything not falling within the previous</td>
<td align="left">Any other class</td>
</tr>
</tbody>
</table>
<p>Categorising data in this way makes sense when making choices on how
to evaluate and analyse data. This is used throughout the
<strong><em>FreesearchR</em></strong> app to simplify data handling.</p>
</div>
<p>Documentation on the data types used in FreesearchR can be found in
the <a href="https://freesearchr.github.io/FreesearchR-knowledge/app/data_types.html" class="external-link">FreesearchR
project documentations (link)</a>.</p>
</main>
</div>
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<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
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5
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@ -0,0 +1,5 @@
# Data types
Documentation on the data types used in FreesearchR can be found in the
[FreesearchR project documentations
(link)](https://freesearchr.github.io/FreesearchR-knowledge/app/data_types.html).

View file

@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -59,7 +59,7 @@
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
</div>
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@ -0,0 +1,13 @@
# Articles
### All vignettes
- [Data
types](https://agdamsbo.github.io/FreesearchR/articles/data-types.md):
- [FreesearchR](https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.md):
- [Missingness in
data](https://agdamsbo.github.io/FreesearchR/articles/missingness.md):
- [Session
info](https://agdamsbo.github.io/FreesearchR/articles/session.md):
- [On
visuals](https://agdamsbo.github.io/FreesearchR/articles/visuals.md):

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@ -29,7 +29,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -79,33 +79,15 @@
<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/agdamsbo/FreesearchR" class="external-link">FreesearchR</a></span><span class="op">)</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; Attaching package: 'FreesearchR'</span></span>
<span><span class="co">#&gt; The following object is masked from 'package:base':</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; sort_by</span></span></code></pre></div>
<div class="section level2">
<h2 id="considering-missing-observations">Considering missing observations<a class="anchor" aria-label="anchor" href="#considering-missing-observations"></a>
</h2>
<div class="section level3">
<h3 id="further-reading">Further reading<a class="anchor" aria-label="anchor" href="#further-reading"></a>
</h3>
<p>The authors behind the <a href="https://finalfit.org/index.html" class="external-link">{finalfit}-package</a> have
shared a very comprehensive article on what to do and think about
missing observations in your data. Please <a href="https://finalfit.org/articles/missing.html" class="external-link">have a look
here</a>.</p>
</div>
</div>
</main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>
</nav></aside>
<p>Considerations of data missingness can be found in the <a href="https://freesearchr.github.io/FreesearchR-knowledge/intro/missingness.html" class="external-link">FreesearchR
project documentations (link)</a>.</p>
</main>
</div>
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
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@ -0,0 +1,5 @@
# Missingness in data
Considerations of data missingness can be found in the [FreesearchR
project documentations
(link)](https://freesearchr.github.io/FreesearchR-knowledge/intro/missingness.html).

View file

@ -29,7 +29,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -105,7 +105,7 @@ packages and the latest build info.</p>
</tr>
<tr class="even">
<td align="left">os</td>
<td align="left">macOS 15.6.1</td>
<td align="left">macOS 15.7.1</td>
</tr>
<tr class="odd">
<td align="left">system</td>
@ -133,7 +133,7 @@ packages and the latest build info.</p>
</tr>
<tr class="odd">
<td align="left">date</td>
<td align="left">2025-09-24</td>
<td align="left">2025-11-09</td>
</tr>
<tr class="even">
<td align="left">rstudio</td>
@ -149,7 +149,7 @@ packages and the latest build info.</p>
</tr>
<tr class="odd">
<td align="left">FreesearchR</td>
<td align="left">25.9.2.250924</td>
<td align="left">25.11.1.251109</td>
</tr>
</tbody>
</table>
@ -225,7 +225,7 @@ packages and the latest build info.</p>
<td align="left">boot</td>
<td align="left">1.3-31</td>
<td align="left">2024-08-28</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="odd">
<td align="left">brio</td>
@ -264,10 +264,10 @@ packages and the latest build info.</p>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<td align="left">callr</td>
<td align="left">3.7.6</td>
<td align="left">2024-03-25</td>
<td align="left">CRAN (R 4.4.0)</td>
<td align="left">calendar</td>
<td align="left">0.2.0</td>
<td align="left">2024-08-20</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<td align="left">cards</td>
@ -297,7 +297,7 @@ packages and the latest build info.</p>
<td align="left">checkmate</td>
<td align="left">2.3.2</td>
<td align="left">2024-07-29</td>
<td align="left">CRAN (R 4.4.0)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="odd">
<td align="left">class</td>
@ -459,7 +459,7 @@ packages and the latest build info.</p>
<td align="left">evaluate</td>
<td align="left">1.0.4</td>
<td align="left">2025-06-18</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="even">
<td align="left">farver</td>
@ -507,7 +507,7 @@ packages and the latest build info.</p>
<td align="left">forcats</td>
<td align="left">1.0.0</td>
<td align="left">2023-01-29</td>
<td align="left">CRAN (R 4.4.0)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="even">
<td align="left">foreach</td>
@ -529,7 +529,7 @@ packages and the latest build info.</p>
</tr>
<tr class="odd">
<td align="left">FreesearchR</td>
<td align="left">25.9.2</td>
<td align="left">25.11.1</td>
<td align="left">NA</td>
<td align="left">NA</td>
</tr>
@ -717,7 +717,7 @@ packages and the latest build info.</p>
<td align="left">later</td>
<td align="left">1.4.2</td>
<td align="left">2025-04-08</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="odd">
<td align="left">lattice</td>
@ -732,21 +732,33 @@ packages and the latest build info.</p>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<td align="left">litedown</td>
<td align="left">0.7</td>
<td align="left">2025-04-08</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<td align="left">lme4</td>
<td align="left">1.1-37</td>
<td align="left">2025-03-26</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">lubridate</td>
<td align="left">1.9.4</td>
<td align="left">2024-12-08</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">magrittr</td>
<td align="left">2.0.3</td>
<td align="left">2022-03-30</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="odd">
<td align="left">markdown</td>
<td align="left">2.0</td>
<td align="left">2025-03-23</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
@ -759,7 +771,7 @@ packages and the latest build info.</p>
<td align="left">Matrix</td>
<td align="left">1.7-3</td>
<td align="left">2025-03-11</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="even">
<td align="left">memoise</td>
@ -840,70 +852,58 @@ packages and the latest build info.</p>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<td align="left">pak</td>
<td align="left">0.9.0</td>
<td align="left">2025-05-27</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<td align="left">parameters</td>
<td align="left">0.27.0</td>
<td align="left">2025-07-09</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">patchwork</td>
<td align="left">1.3.1</td>
<td align="left">2025-06-21</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">pbmcapply</td>
<td align="left">1.5.1</td>
<td align="left">2022-04-28</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">performance</td>
<td align="left">0.15.0</td>
<td align="left">2025-07-10</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">phosphoricons</td>
<td align="left">0.2.1</td>
<td align="left">2024-04-08</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">pillar</td>
<td align="left">1.11.0</td>
<td align="left">2025-07-04</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">pkgbuild</td>
<td align="left">1.4.8</td>
<td align="left">2025-05-26</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">pkgconfig</td>
<td align="left">2.0.3</td>
<td align="left">2019-09-22</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<td align="left">pkgdown</td>
<td align="left">2.1.3</td>
<td align="left">2025-05-25</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<td align="left">pkgload</td>
<td align="left">1.4.0</td>
<td align="left">2024-06-28</td>
<td align="left">CRAN (R 4.4.0)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="even">
<td align="left">plyr</td>
@ -978,262 +978,250 @@ packages and the latest build info.</p>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="even">
<td align="left">R.methodsS3</td>
<td align="left">1.8.2</td>
<td align="left">2022-06-13</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<td align="left">R.oo</td>
<td align="left">1.27.1</td>
<td align="left">2025-05-02</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<td align="left">R.utils</td>
<td align="left">2.13.0</td>
<td align="left">2025-02-24</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<td align="left">R6</td>
<td align="left">2.6.1</td>
<td align="left">2025-02-15</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">ragg</td>
<td align="left">1.4.0</td>
<td align="left">2025-04-10</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">rankinPlot</td>
<td align="left">1.1.0</td>
<td align="left">2023-01-30</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">rbibutils</td>
<td align="left">2.3</td>
<td align="left">2024-10-04</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">RColorBrewer</td>
<td align="left">1.1-3</td>
<td align="left">2022-04-03</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">Rcpp</td>
<td align="left">1.1.0</td>
<td align="left">2025-07-02</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">RcppArmadillo</td>
<td align="left">14.6.0-1</td>
<td align="left">2025-07-02</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">Rdpack</td>
<td align="left">2.6.4</td>
<td align="left">2025-04-09</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">reactable</td>
<td align="left">0.4.4</td>
<td align="left">2023-03-12</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">readODS</td>
<td align="left">2.3.2</td>
<td align="left">2025-01-13</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">readr</td>
<td align="left">2.1.5</td>
<td align="left">2024-01-10</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">readxl</td>
<td align="left">1.4.5</td>
<td align="left">2025-03-07</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">REDCapCAST</td>
<td align="left">25.3.2</td>
<td align="left">2025-03-10</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">REDCapR</td>
<td align="left">1.5.0</td>
<td align="left">2025-07-28</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">reformulas</td>
<td align="left">0.4.1</td>
<td align="left">2025-04-30</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">remotes</td>
<td align="left">2.5.0</td>
<td align="left">2024-03-17</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">rempsyc</td>
<td align="left">0.1.9</td>
<td align="left">2025-02-01</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">renv</td>
<td align="left">1.1.5</td>
<td align="left">2025-07-24</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">reshape2</td>
<td align="left">1.4.4</td>
<td align="left">2020-04-09</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">rio</td>
<td align="left">1.2.3</td>
<td align="left">2024-09-25</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">rlang</td>
<td align="left">1.1.6</td>
<td align="left">2025-04-11</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">rmarkdown</td>
<td align="left">2.29</td>
<td align="left">2024-11-04</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">robustbase</td>
<td align="left">0.99-4-1</td>
<td align="left">2024-09-27</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">roxygen2</td>
<td align="left">7.3.2</td>
<td align="left">2024-06-28</td>
<td align="left">CRAN (R 4.4.0)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">rpart</td>
<td align="left">4.1.24</td>
<td align="left">2025-01-07</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">rprojroot</td>
<td align="left">2.1.0</td>
<td align="left">2025-07-12</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">rsconnect</td>
<td align="left">1.5.0</td>
<td align="left">2025-06-26</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">rstudioapi</td>
<td align="left">0.17.1</td>
<td align="left">2024-10-22</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">sass</td>
<td align="left">0.4.10</td>
<td align="left">2025-04-11</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">scales</td>
<td align="left">1.4.0</td>
<td align="left">2025-04-24</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">see</td>
<td align="left">0.11.0</td>
<td align="left">2025-03-11</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">sessioninfo</td>
<td align="left">1.2.3</td>
<td align="left">2025-02-05</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">shiny</td>
<td align="left">1.11.1</td>
<td align="left">2025-07-03</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">shiny.i18n</td>
<td align="left">0.3.0</td>
<td align="left">2023-01-16</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">shinybusy</td>
<td align="left">0.3.3</td>
<td align="left">2024-03-09</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">shinyjs</td>
<td align="left">2.1.0</td>
<td align="left">2021-12-23</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">shinyTime</td>
<td align="left">1.0.3</td>
<td align="left">2022-08-19</td>
<td align="left">CRAN (R 4.4.0)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">shinyWidgets</td>
<td align="left">0.9.0</td>
<td align="left">2025-02-21</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<tr class="even">
<td align="left">stringi</td>
<td align="left">1.8.7</td>
<td align="left">2025-03-27</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="even">
<tr class="odd">
<td align="left">stringr</td>
<td align="left">1.5.1</td>
<td align="left">2023-11-14</td>
<td align="left">CRAN (R 4.4.0)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="even">
<td align="left">stRoke</td>
<td align="left">25.9.2</td>
<td align="left">2025-09-30</td>
<td align="left">CRAN (R 4.4.1)</td>
</tr>
<tr class="odd">
<td align="left">systemfonts</td>
@ -1251,7 +1239,7 @@ packages and the latest build info.</p>
<td align="left">textshaping</td>
<td align="left">1.0.1</td>
<td align="left">2025-05-01</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="even">
<td align="left">thematic</td>
@ -1317,7 +1305,7 @@ packages and the latest build info.</p>
<td align="left">usethis</td>
<td align="left">3.1.0</td>
<td align="left">2024-11-26</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="odd">
<td align="left">uuid</td>
@ -1353,13 +1341,13 @@ packages and the latest build info.</p>
<td align="left">xfun</td>
<td align="left">0.52</td>
<td align="left">2025-04-02</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="odd">
<td align="left">xml2</td>
<td align="left">1.3.8</td>
<td align="left">2025-03-14</td>
<td align="left">CRAN (R 4.4.1)</td>
<td align="left">RSPM (R 4.4.0)</td>
</tr>
<tr class="even">
<td align="left">xtable</td>
@ -1389,7 +1377,7 @@ packages and the latest build info.</p>
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
</div>
<div class="pkgdown-footer-right">

244
articles/session.md Normal file
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@ -0,0 +1,244 @@
# Session info
``` r
library(FreesearchR)
#>
#> Attaching package: 'FreesearchR'
#> The following object is masked from 'package:base':
#>
#> sort_by
```
This is the session info on the primary build machine. Inspect loaded
packages and the latest build info.
## Platform info
``` r
FreesearchR:::session_data$platform |> knitr::kable()
```
| option | value |
|:------------|:-------------------------------------------|
| version | R version 4.4.1 (2024-06-14) |
| os | macOS 15.7.1 |
| system | aarch64, darwin20 |
| ui | RStudio |
| language | (EN) |
| collate | en_US.UTF-8 |
| ctype | en_US.UTF-8 |
| tz | Europe/Copenhagen |
| date | 2025-11-09 |
| rstudio | 2025.05.0+496 Mariposa Orchid (desktop) |
| pandoc | 3.6.4 @ /opt/homebrew/bin/ (via rmarkdown) |
| quarto | 1.7.30 @ /usr/local/bin/quarto |
| FreesearchR | 25.11.1.251109 |
## Libraries
``` r
FreesearchR:::session_data$libs|> knitr::kable()
```
| package | loadedversion | date | source |
|:------------------|:--------------|:-----------|:---------------|
| apexcharter | 0.4.4 | 2024-09-06 | CRAN (R 4.4.1) |
| askpass | 1.2.1 | 2024-10-04 | CRAN (R 4.4.1) |
| assertthat | 0.2.1 | 2019-03-21 | CRAN (R 4.4.1) |
| backports | 1.5.0 | 2024-05-23 | CRAN (R 4.4.1) |
| base64enc | 0.1-3 | 2015-07-28 | CRAN (R 4.4.1) |
| bayestestR | 0.16.1 | 2025-07-01 | CRAN (R 4.4.1) |
| bit | 4.6.0 | 2025-03-06 | CRAN (R 4.4.1) |
| bit64 | 4.6.0-1 | 2025-01-16 | CRAN (R 4.4.1) |
| bitops | 1.0-9 | 2024-10-03 | CRAN (R 4.4.1) |
| boot | 1.3-31 | 2024-08-28 | RSPM (R 4.4.0) |
| brio | 1.1.5 | 2024-04-24 | CRAN (R 4.4.1) |
| broom | 1.0.9 | 2025-07-28 | CRAN (R 4.4.1) |
| broom.helpers | 1.21.0 | 2025-04-24 | CRAN (R 4.4.1) |
| bsicons | 0.1.2 | 2023-11-04 | CRAN (R 4.4.0) |
| bslib | 0.9.0 | 2025-01-30 | CRAN (R 4.4.1) |
| cachem | 1.1.0 | 2024-05-16 | CRAN (R 4.4.1) |
| calendar | 0.2.0 | 2024-08-20 | CRAN (R 4.4.1) |
| cards | 0.6.1 | 2025-07-03 | CRAN (R 4.4.1) |
| cardx | 0.2.5 | 2025-07-03 | CRAN (R 4.4.1) |
| caTools | 1.18.3 | 2024-09-04 | CRAN (R 4.4.1) |
| cellranger | 1.1.0 | 2016-07-27 | CRAN (R 4.4.0) |
| checkmate | 2.3.2 | 2024-07-29 | RSPM (R 4.4.0) |
| class | 7.3-23 | 2025-01-01 | CRAN (R 4.4.1) |
| classInt | 0.4-11 | 2025-01-08 | CRAN (R 4.4.1) |
| cli | 3.6.5 | 2025-04-23 | CRAN (R 4.4.1) |
| cluster | 2.1.8.1 | 2025-03-12 | CRAN (R 4.4.1) |
| codetools | 0.2-20 | 2024-03-31 | CRAN (R 4.4.1) |
| colorspace | 2.1-1 | 2024-07-26 | CRAN (R 4.4.1) |
| commonmark | 2.0.0 | 2025-07-07 | CRAN (R 4.4.1) |
| crayon | 1.5.3 | 2024-06-20 | CRAN (R 4.4.1) |
| data.table | 1.17.8 | 2025-07-10 | CRAN (R 4.4.1) |
| datamods | 1.5.3 | 2024-10-02 | CRAN (R 4.4.1) |
| datawizard | 1.2.0 | 2025-07-17 | CRAN (R 4.4.1) |
| DEoptimR | 1.1-4 | 2025-07-27 | CRAN (R 4.4.1) |
| desc | 1.4.3 | 2023-12-10 | CRAN (R 4.4.1) |
| devtools | 2.4.5 | 2022-10-11 | CRAN (R 4.4.0) |
| DHARMa | 0.4.7 | 2024-10-18 | CRAN (R 4.4.1) |
| digest | 0.6.37 | 2024-08-19 | CRAN (R 4.4.1) |
| doParallel | 1.0.17 | 2022-02-07 | CRAN (R 4.4.0) |
| dplyr | 1.1.4 | 2023-11-17 | CRAN (R 4.4.0) |
| DT | 0.33 | 2024-04-04 | CRAN (R 4.4.0) |
| e1071 | 1.7-16 | 2024-09-16 | CRAN (R 4.4.1) |
| easystats | 0.7.5 | 2025-07-11 | CRAN (R 4.4.1) |
| ellipsis | 0.3.2 | 2021-04-29 | CRAN (R 4.4.1) |
| emmeans | 1.11.2 | 2025-07-11 | CRAN (R 4.4.1) |
| esquisse | 2.1.0 | 2025-02-21 | CRAN (R 4.4.1) |
| estimability | 1.5.1 | 2024-05-12 | CRAN (R 4.4.1) |
| eulerr | 7.0.2 | 2024-03-28 | CRAN (R 4.4.0) |
| evaluate | 1.0.4 | 2025-06-18 | RSPM (R 4.4.0) |
| farver | 2.1.2 | 2024-05-13 | CRAN (R 4.4.1) |
| fastmap | 1.2.0 | 2024-05-15 | CRAN (R 4.4.1) |
| flextable | 0.9.9 | 2025-05-31 | CRAN (R 4.4.1) |
| fontawesome | 0.5.3 | 2024-11-16 | CRAN (R 4.4.1) |
| fontBitstreamVera | 0.1.1 | 2017-02-01 | CRAN (R 4.4.1) |
| fontLiberation | 0.1.0 | 2016-10-15 | CRAN (R 4.4.1) |
| fontquiver | 0.2.1 | 2017-02-01 | CRAN (R 4.4.0) |
| forcats | 1.0.0 | 2023-01-29 | RSPM (R 4.4.0) |
| foreach | 1.5.2 | 2022-02-02 | CRAN (R 4.4.0) |
| foreign | 0.8-90 | 2025-03-31 | CRAN (R 4.4.1) |
| Formula | 1.2-5 | 2023-02-24 | CRAN (R 4.4.1) |
| FreesearchR | 25.11.1 | NA | NA |
| fs | 1.6.6 | 2025-04-12 | CRAN (R 4.4.1) |
| gdtools | 0.4.2 | 2025-03-27 | CRAN (R 4.4.1) |
| generics | 0.1.4 | 2025-05-09 | CRAN (R 4.4.1) |
| ggalluvial | 0.12.5 | 2023-02-22 | CRAN (R 4.4.0) |
| ggcorrplot | 0.1.4.1 | 2023-09-05 | CRAN (R 4.4.0) |
| ggforce | 0.5.0 | 2025-06-18 | CRAN (R 4.4.1) |
| ggplot2 | 3.5.2 | 2025-04-09 | CRAN (R 4.4.1) |
| ggridges | 0.5.6 | 2024-01-23 | CRAN (R 4.4.0) |
| ggstats | 0.10.0 | 2025-07-02 | CRAN (R 4.4.1) |
| glue | 1.8.0 | 2024-09-30 | CRAN (R 4.4.1) |
| gridExtra | 2.3 | 2017-09-09 | CRAN (R 4.4.1) |
| gt | 1.0.0 | 2025-04-05 | CRAN (R 4.4.1) |
| gtable | 0.3.6 | 2024-10-25 | CRAN (R 4.4.1) |
| gtsummary | 2.3.0 | 2025-07-03 | CRAN (R 4.4.1) |
| haven | 2.5.5 | 2025-05-30 | CRAN (R 4.4.1) |
| here | 1.0.1 | 2020-12-13 | CRAN (R 4.4.1) |
| Hmisc | 5.2-3 | 2025-03-16 | CRAN (R 4.4.1) |
| hms | 1.1.3 | 2023-03-21 | CRAN (R 4.4.0) |
| htmlTable | 2.4.3 | 2024-07-21 | CRAN (R 4.4.0) |
| htmltools | 0.5.8.1 | 2024-04-04 | CRAN (R 4.4.1) |
| htmlwidgets | 1.6.4 | 2023-12-06 | CRAN (R 4.4.0) |
| httpuv | 1.6.16 | 2025-04-16 | CRAN (R 4.4.1) |
| IDEAFilter | 0.2.1 | 2025-07-29 | CRAN (R 4.4.1) |
| insight | 1.4.0 | 2025-08-18 | CRAN (R 4.4.1) |
| iterators | 1.0.14 | 2022-02-05 | CRAN (R 4.4.1) |
| jquerylib | 0.1.4 | 2021-04-26 | CRAN (R 4.4.0) |
| jsonlite | 2.0.0 | 2025-03-27 | CRAN (R 4.4.1) |
| KernSmooth | 2.23-26 | 2025-01-01 | CRAN (R 4.4.1) |
| keyring | 1.4.1 | 2025-06-15 | CRAN (R 4.4.1) |
| knitr | 1.50 | 2025-03-16 | CRAN (R 4.4.1) |
| later | 1.4.2 | 2025-04-08 | RSPM (R 4.4.0) |
| lattice | 0.22-7 | 2025-04-02 | CRAN (R 4.4.1) |
| lifecycle | 1.0.4 | 2023-11-07 | CRAN (R 4.4.1) |
| litedown | 0.7 | 2025-04-08 | CRAN (R 4.4.1) |
| lme4 | 1.1-37 | 2025-03-26 | CRAN (R 4.4.1) |
| lubridate | 1.9.4 | 2024-12-08 | CRAN (R 4.4.1) |
| magrittr | 2.0.3 | 2022-03-30 | RSPM (R 4.4.0) |
| markdown | 2.0 | 2025-03-23 | CRAN (R 4.4.1) |
| MASS | 7.3-65 | 2025-02-28 | CRAN (R 4.4.1) |
| Matrix | 1.7-3 | 2025-03-11 | RSPM (R 4.4.0) |
| memoise | 2.0.1 | 2021-11-26 | CRAN (R 4.4.0) |
| mime | 0.13 | 2025-03-17 | CRAN (R 4.4.1) |
| miniUI | 0.1.2 | 2025-04-17 | CRAN (R 4.4.1) |
| minqa | 1.2.8 | 2024-08-17 | CRAN (R 4.4.1) |
| mvtnorm | 1.3-3 | 2025-01-10 | CRAN (R 4.4.1) |
| NHANES | 2.1.0 | 2015-07-02 | CRAN (R 4.4.0) |
| nlme | 3.1-168 | 2025-03-31 | CRAN (R 4.4.1) |
| nloptr | 2.2.1 | 2025-03-17 | CRAN (R 4.4.1) |
| nnet | 7.3-20 | 2025-01-01 | CRAN (R 4.4.1) |
| officer | 0.6.10 | 2025-05-30 | CRAN (R 4.4.1) |
| opdisDownsampling | 1.0.1 | 2024-04-15 | CRAN (R 4.4.0) |
| openssl | 2.3.3 | 2025-05-26 | CRAN (R 4.4.1) |
| openxlsx2 | 1.18 | 2025-07-29 | CRAN (R 4.4.1) |
| parameters | 0.27.0 | 2025-07-09 | CRAN (R 4.4.1) |
| patchwork | 1.3.1 | 2025-06-21 | RSPM (R 4.4.0) |
| pbmcapply | 1.5.1 | 2022-04-28 | CRAN (R 4.4.1) |
| performance | 0.15.0 | 2025-07-10 | CRAN (R 4.4.1) |
| phosphoricons | 0.2.1 | 2024-04-08 | CRAN (R 4.4.0) |
| pillar | 1.11.0 | 2025-07-04 | RSPM (R 4.4.0) |
| pkgbuild | 1.4.8 | 2025-05-26 | CRAN (R 4.4.1) |
| pkgconfig | 2.0.3 | 2019-09-22 | CRAN (R 4.4.1) |
| pkgload | 1.4.0 | 2024-06-28 | RSPM (R 4.4.0) |
| plyr | 1.8.9 | 2023-10-02 | CRAN (R 4.4.1) |
| polyclip | 1.10-7 | 2024-07-23 | CRAN (R 4.4.1) |
| pracma | 2.4.4 | 2023-11-10 | CRAN (R 4.4.1) |
| processx | 3.8.6 | 2025-02-21 | CRAN (R 4.4.1) |
| profvis | 0.4.0 | 2024-09-20 | CRAN (R 4.4.1) |
| promises | 1.3.3 | 2025-05-29 | CRAN (R 4.4.1) |
| proxy | 0.4-27 | 2022-06-09 | CRAN (R 4.4.1) |
| ps | 1.9.1 | 2025-04-12 | CRAN (R 4.4.1) |
| purrr | 1.1.0 | 2025-07-10 | CRAN (R 4.4.1) |
| qqconf | 1.3.2 | 2023-04-14 | CRAN (R 4.4.0) |
| qqplotr | 0.0.6 | 2023-01-25 | CRAN (R 4.4.0) |
| quarto | 1.5.0 | 2025-07-28 | RSPM (R 4.4.0) |
| R6 | 2.6.1 | 2025-02-15 | CRAN (R 4.4.1) |
| ragg | 1.4.0 | 2025-04-10 | RSPM (R 4.4.0) |
| rankinPlot | 1.1.0 | 2023-01-30 | CRAN (R 4.4.0) |
| rbibutils | 2.3 | 2024-10-04 | CRAN (R 4.4.1) |
| RColorBrewer | 1.1-3 | 2022-04-03 | CRAN (R 4.4.1) |
| Rcpp | 1.1.0 | 2025-07-02 | CRAN (R 4.4.1) |
| RcppArmadillo | 14.6.0-1 | 2025-07-02 | CRAN (R 4.4.1) |
| Rdpack | 2.6.4 | 2025-04-09 | CRAN (R 4.4.1) |
| reactable | 0.4.4 | 2023-03-12 | CRAN (R 4.4.0) |
| readODS | 2.3.2 | 2025-01-13 | CRAN (R 4.4.1) |
| readr | 2.1.5 | 2024-01-10 | CRAN (R 4.4.0) |
| readxl | 1.4.5 | 2025-03-07 | CRAN (R 4.4.1) |
| REDCapCAST | 25.3.2 | 2025-03-10 | CRAN (R 4.4.1) |
| REDCapR | 1.5.0 | 2025-07-28 | CRAN (R 4.4.1) |
| reformulas | 0.4.1 | 2025-04-30 | CRAN (R 4.4.1) |
| remotes | 2.5.0 | 2024-03-17 | CRAN (R 4.4.1) |
| rempsyc | 0.1.9 | 2025-02-01 | CRAN (R 4.4.1) |
| renv | 1.1.5 | 2025-07-24 | CRAN (R 4.4.1) |
| reshape2 | 1.4.4 | 2020-04-09 | CRAN (R 4.4.0) |
| rio | 1.2.3 | 2024-09-25 | CRAN (R 4.4.1) |
| rlang | 1.1.6 | 2025-04-11 | CRAN (R 4.4.1) |
| rmarkdown | 2.29 | 2024-11-04 | CRAN (R 4.4.1) |
| robustbase | 0.99-4-1 | 2024-09-27 | CRAN (R 4.4.1) |
| roxygen2 | 7.3.2 | 2024-06-28 | RSPM (R 4.4.0) |
| rpart | 4.1.24 | 2025-01-07 | CRAN (R 4.4.1) |
| rprojroot | 2.1.0 | 2025-07-12 | RSPM (R 4.4.0) |
| rsconnect | 1.5.0 | 2025-06-26 | CRAN (R 4.4.1) |
| rstudioapi | 0.17.1 | 2024-10-22 | CRAN (R 4.4.1) |
| sass | 0.4.10 | 2025-04-11 | CRAN (R 4.4.1) |
| scales | 1.4.0 | 2025-04-24 | CRAN (R 4.4.1) |
| see | 0.11.0 | 2025-03-11 | CRAN (R 4.4.1) |
| sessioninfo | 1.2.3 | 2025-02-05 | CRAN (R 4.4.1) |
| shiny | 1.11.1 | 2025-07-03 | CRAN (R 4.4.1) |
| shiny.i18n | 0.3.0 | 2023-01-16 | CRAN (R 4.4.0) |
| shinybusy | 0.3.3 | 2024-03-09 | CRAN (R 4.4.0) |
| shinyjs | 2.1.0 | 2021-12-23 | CRAN (R 4.4.0) |
| shinyTime | 1.0.3 | 2022-08-19 | CRAN (R 4.4.0) |
| shinyWidgets | 0.9.0 | 2025-02-21 | CRAN (R 4.4.1) |
| stringi | 1.8.7 | 2025-03-27 | CRAN (R 4.4.1) |
| stringr | 1.5.1 | 2023-11-14 | RSPM (R 4.4.0) |
| stRoke | 25.9.2 | 2025-09-30 | CRAN (R 4.4.1) |
| systemfonts | 1.2.3 | 2025-04-30 | CRAN (R 4.4.1) |
| testthat | 3.2.3 | 2025-01-13 | CRAN (R 4.4.1) |
| textshaping | 1.0.1 | 2025-05-01 | RSPM (R 4.4.0) |
| thematic | 0.1.7 | 2025-06-19 | CRAN (R 4.4.1) |
| tibble | 3.3.0 | 2025-06-08 | CRAN (R 4.4.1) |
| tidyr | 1.3.1 | 2024-01-24 | CRAN (R 4.4.1) |
| tidyselect | 1.2.1 | 2024-03-11 | CRAN (R 4.4.0) |
| timechange | 0.3.0 | 2024-01-18 | CRAN (R 4.4.1) |
| toastui | 0.4.0 | 2025-04-03 | CRAN (R 4.4.1) |
| tweenr | 2.0.3 | 2024-02-26 | CRAN (R 4.4.0) |
| twosamples | 2.0.1 | 2023-06-23 | CRAN (R 4.4.1) |
| tzdb | 0.5.0 | 2025-03-15 | CRAN (R 4.4.1) |
| urlchecker | 1.0.1 | 2021-11-30 | CRAN (R 4.4.1) |
| usethis | 3.1.0 | 2024-11-26 | RSPM (R 4.4.0) |
| uuid | 1.2-1 | 2024-07-29 | CRAN (R 4.4.1) |
| vctrs | 0.6.5 | 2023-12-01 | CRAN (R 4.4.0) |
| vroom | 1.6.5 | 2023-12-05 | CRAN (R 4.4.0) |
| withr | 3.0.2 | 2024-10-28 | CRAN (R 4.4.1) |
| writexl | 1.5.4 | 2025-04-15 | CRAN (R 4.4.1) |
| xfun | 0.52 | 2025-04-02 | RSPM (R 4.4.0) |
| xml2 | 1.3.8 | 2025-03-14 | RSPM (R 4.4.0) |
| xtable | 1.8-4 | 2019-04-21 | CRAN (R 4.4.1) |
| yaml | 2.3.10 | 2024-07-26 | CRAN (R 4.4.1) |
| zip | 2.3.3 | 2025-05-13 | CRAN (R 4.4.1) |

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@ -29,7 +29,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -79,139 +79,15 @@
<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/agdamsbo/FreesearchR" class="external-link">FreesearchR</a></span><span class="op">)</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; Attaching package: 'FreesearchR'</span></span>
<span><span class="co">#&gt; The following object is masked from 'package:base':</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; sort_by</span></span>
<span><span class="va">i18n_path</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/system.file.html" class="external-link">system.file</a></span><span class="op">(</span><span class="st">"translations"</span>, package <span class="op">=</span> <span class="st">"FreesearchR"</span><span class="op">)</span></span>
<span><span class="va">i18n</span> <span class="op">&lt;-</span> <span class="fu">shiny.i18n</span><span class="fu">::</span><span class="va"><a href="https://appsilon.github.io/shiny.i18n/reference/Translator.html" class="external-link">Translator</a></span><span class="op">$</span><span class="fu">new</span><span class="op">(</span>translation_csvs_path <span class="op">=</span> <span class="va">i18n_path</span><span class="op">)</span></span>
<span><span class="co">#&gt; Warning in load_local_config(translation_csv_config): You didn't specify config</span></span>
<span><span class="co">#&gt; translation yaml file. Default settings are used.</span></span>
<span><span class="va">i18n</span><span class="op">$</span><span class="fu">set_translation_language</span><span class="op">(</span><span class="st">"en"</span><span class="op">)</span></span></code></pre></div>
<div class="section level2">
<h2 id="basic-visualisations">Basic visualisations<a class="anchor" aria-label="anchor" href="#basic-visualisations"></a>
</h2>
<p>The goal of <strong><em>FreesearchR</em></strong> is to keep things
simple. Visuals can get very complicated. We provide a selection of
plots, that helps visualise typical clinical and will be enough for most
use cases, and for publishing to most journals.</p>
<p>If you want to go further, have a look at these sites with
suggestions and sample code for data plotting:</p>
<ul>
<li><p><a href="https://r-charts.com/" class="external-link"><em>R</em> Charts</a>: Extensive
gallery with great plots</p></li>
<li><p><a href="https://r-graph-gallery.com/" class="external-link"><em>R</em> Graph
gallery</a>: Another gallery with great graphs</p></li>
<li><p><a href="https://graphicsprinciples.github.io/" class="external-link">graphics
principles</a>: Easy to follow recommendations for clear
visuals.</p></li>
</ul>
<div class="section level3">
<h3 id="available-plots">Available plots<a class="anchor" aria-label="anchor" href="#available-plots"></a>
</h3>
<p>Below are the available plot types listed.</p>
<table class="table">
<colgroup>
<col width="7%">
<col width="14%">
<col width="77%">
</colgroup>
<thead><tr class="header">
<th align="left">Data type</th>
<th align="left">Plot type</th>
<th align="left">Description</th>
</tr></thead>
<tbody>
<tr class="odd">
<td align="left">continuous</td>
<td align="left">Violin plot</td>
<td align="left">A modern alternative to the classic boxplot to
visualise data distribution</td>
</tr>
<tr class="even">
<td align="left">continuous</td>
<td align="left">Scatter plot</td>
<td align="left">A classic way of showing the association between to
variables</td>
</tr>
<tr class="odd">
<td align="left">continuous</td>
<td align="left">Box plot</td>
<td align="left">A classic way to plot data distribution by groups</td>
</tr>
<tr class="even">
<td align="left">dichotomous</td>
<td align="left">Stacked horizontal bars</td>
<td align="left">A classical way of visualising the distribution of an
ordinal scale like the modified Ranking Scale and known as Grotta
bars</td>
</tr>
<tr class="odd">
<td align="left">dichotomous</td>
<td align="left">Violin plot</td>
<td align="left">A modern alternative to the classic boxplot to
visualise data distribution</td>
</tr>
<tr class="even">
<td align="left">dichotomous</td>
<td align="left">Sankey plot</td>
<td align="left">A way of visualising change between groups</td>
</tr>
<tr class="odd">
<td align="left">dichotomous</td>
<td align="left">Box plot</td>
<td align="left">A classic way to plot data distribution by groups</td>
</tr>
<tr class="even">
<td align="left">dichotomous</td>
<td align="left">Euler diagram</td>
<td align="left">Generate area-proportional Euler diagrams to display
set relationships</td>
</tr>
<tr class="odd">
<td align="left">categorical</td>
<td align="left">Stacked horizontal bars</td>
<td align="left">A classical way of visualising the distribution of an
ordinal scale like the modified Ranking Scale and known as Grotta
bars</td>
</tr>
<tr class="even">
<td align="left">categorical</td>
<td align="left">Violin plot</td>
<td align="left">A modern alternative to the classic boxplot to
visualise data distribution</td>
</tr>
<tr class="odd">
<td align="left">categorical</td>
<td align="left">Sankey plot</td>
<td align="left">A way of visualising change between groups</td>
</tr>
<tr class="even">
<td align="left">categorical</td>
<td align="left">Box plot</td>
<td align="left">A classic way to plot data distribution by groups</td>
</tr>
<tr class="odd">
<td align="left">categorical</td>
<td align="left">Euler diagram</td>
<td align="left">Generate area-proportional Euler diagrams to display
set relationships</td>
</tr>
</tbody>
</table>
</div>
</div>
</main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>
</nav></aside>
<p>Documentation on visuals used in FreesearchR can be found in the <a href="https://freesearchr.github.io/FreesearchR-knowledge/app/visuals.html" class="external-link">FreesearchR
project documentations (link)</a>.</p>
</main>
</div>
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
</div>
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5
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@ -0,0 +1,5 @@
# On visuals
Documentation on visuals used in FreesearchR can be found in the
[FreesearchR project documentations
(link)](https://freesearchr.github.io/FreesearchR-knowledge/app/visuals.html).

View file

@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -63,13 +63,13 @@
<p>Damsbo A (2025).
<em>FreesearchR: Easy data analysis for clinicians</em>.
R package version 25.9.2, <a href="https://github.com/agdamsbo/FreesearchR" class="external-link">https://github.com/agdamsbo/FreesearchR</a>.
R package version 25.11.2, <a href="https://github.com/agdamsbo/FreesearchR" class="external-link">https://github.com/agdamsbo/FreesearchR</a>.
</p>
<pre>@Manual{,
title = {FreesearchR: Easy data analysis for clinicians},
author = {Andreas Gammelgaard Damsbo},
year = {2025},
note = {R package version 25.9.2},
note = {R package version 25.11.2},
url = {https://github.com/agdamsbo/FreesearchR},
}</pre>
</div>
@ -79,7 +79,7 @@ R package version 25.9.2, <a href="https://github.com/agdamsbo/FreesearchR" clas
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
</div>
<div class="pkgdown-footer-right">

26
authors.md Normal file
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@ -0,0 +1,26 @@
# Authors and Citation
## Authors
- **Andreas Gammelgaard Damsbo**. Author, maintainer.
[](https://orcid.org/0000-0002-7559-1154)
- **Jutta Mari Adelin Jørgensen**. Contributor.
- **Anne Brink Behrndtz**. Contributor.
## Citation
Source:
[`DESCRIPTION`](https://github.com/agdamsbo/FreesearchR/blob/main/DESCRIPTION)
Damsbo A (2025). *FreesearchR: Easy data analysis for clinicians*. R
package version 25.11.2, <https://github.com/agdamsbo/FreesearchR>.
@Manual{,
title = {FreesearchR: Easy data analysis for clinicians},
author = {Andreas Gammelgaard Damsbo},
year = {2025},
note = {R package version 25.11.2},
url = {https://github.com/agdamsbo/FreesearchR},
}

File diff suppressed because one or more lines are too long

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@ -32,7 +32,7 @@
<a class="navbar-brand me-2" href="index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -134,11 +134,16 @@
<p>Please note that the <strong><em>FreesearchR</em></strong> project is published with a <a href="https://contributor-covenant.org/version/2/1/CODE_OF_CONDUCT.html" class="external-link">Contributor Code of Conduct</a>. By contributing to this project, you agree to abide by its terms.</p>
</div>
<div class="section level2">
<h2 id="translators">Translators<a class="anchor" aria-label="anchor" href="#translators"></a>
</h2>
<p>Thank you very much to all translators having helped to translate and validate translation drafts.</p>
</div>
<div class="section level2">
<h2 id="acknowledgements">Acknowledgements<a class="anchor" aria-label="anchor" href="#acknowledgements"></a>
</h2>
<p>Like any other project, this project was never possible without the great work of others. These are some of the sources and packages I have used:</p>
<ul>
<li><p>The <strong><em>FreesearchR</em></strong> app is build with <a href="https://shiny.posit.co/" class="external-link">Shiny</a> and based on <a href="https://www.r-project.org/" class="external-link"><em>R</em></a>.</p></li>
<li><p>The <strong><em>FreesearchR</em></strong> app is built with <a href="https://shiny.posit.co/" class="external-link">Shiny</a> and based on <a href="https://www.r-project.org/" class="external-link"><em>R</em></a>.</p></li>
<li><p><a href="https://www.danieldsjoberg.com/gtsummary/" class="external-link">gtsummary</a>: superb and flexible way to create publication-ready analytical and summary tables.</p></li>
<li><p><a href="https://github.com/dreamRs" class="external-link">dreamRs</a>: maintainers of a broad selection of great extensions and tools for <a href="https://shiny.posit.co/" class="external-link">Shiny</a>.</p></li>
<li><p><a href="https://easystats.github.io/easystats/" class="external-link">easystats</a>: the <a href="https://easystats.github.io/performance/articles/check_model.html" class="external-link"><code>performance::check_model()</code></a> function was central in sparking the idea to create a data analysis tool.</p></li>
@ -201,7 +206,7 @@
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
</div>
<div class="pkgdown-footer-right">

121
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@ -0,0 +1,121 @@
# FreesearchR
The [***FreesearchR***](https://app.freesearchr.org) is a simple,
clinical health data exploration and analysis tool to democratise
clinical research by assisting any researcher to easily evaluate and
analyse data and export publication ready results.
[***FreesearchR***](https://app.freesearchr.org) is free and
open-source, and is [accessible in your web browser through this
link](https://app.freesearchr.org). The app can also run locally, please
[see below](#run-locally-on-your-own-machine-sec-run-locally).
All feedback is welcome and can be shared as a GitHub issue. Any
suggestions on collaboration is much welcomed. Please reach out!
![FreesearchR demo](./reference/figures/demo.gif)
FreesearchR demo
## Motivation
This app has the following simple goals:
1. help the health clinician getting an overview of data in quality
improvement projects and clinical research
2. help learners get a good start analysing data and coding in *R*
3. ease quick data overview and basic visualisations for any clinical
researcher
## Run locally on your own machine
The ***FreesearchR*** app can also run on your own machine with no data
transmitted anywhere. Blow are the available options.
### Run from R (or RStduio)
Working with data in R, FreesearchR is a quick and easy tool to get
overview and perform the first explorative analyses to get you going.
Any data available in the your R session will be available to the
FreesearchR app. Just follow the below steps to get going:
1. **Requirement:** You need to have [*R*
installed](https://www.r-project.org/) and possibly an editor like
[RStudio](https://posit.co/download/rstudio-desktop/).
2. Then open the *R* console and copy/paste the following code, that
will install the [devtools](https://devtools.r-lib.org/) package and
then the [FreesearchR](https://github.com/agdamsbo/FreesearchR)
*R*-package with its dependencies:
require("devtools")
devtools::install_github("agdamsbo/FreesearchR")
library(FreesearchR)
# By loading mtcars to the environment, it will be available
# in the interface like any other data.frame
data(mtcars)
launch_FreesearchR()
### Running with docker compose
For advanced users, wanting to deploy the FreesearchR app to run
anywhere, a docker image is available.
Below is the minimal `docker_compose.yml` file:
services:
freesearchr:
image: ghcr.io/agdamsbo/freesearchr:latest
ports:
- '3838:3838'
restart: on-failure
## Code of Conduct
Please note that the ***FreesearchR*** project is published with a
[Contributor Code of
Conduct](https://contributor-covenant.org/version/2/1/CODE_OF_CONDUCT.html).
By contributing to this project, you agree to abide by its terms.
## Translators
Thank you very much to all translators having helped to translate and
validate translation drafts.
## Acknowledgements
Like any other project, this project was never possible without the
great work of others. These are some of the sources and packages I have
used:
- The ***FreesearchR*** app is built with
[Shiny](https://shiny.posit.co/) and based on
[*R*](https://www.r-project.org/).
- [gtsummary](https://www.danieldsjoberg.com/gtsummary/): superb and
flexible way to create publication-ready analytical and summary
tables.
- [dreamRs](https://github.com/dreamRs): maintainers of a broad
selection of great extensions and tools for
[Shiny](https://shiny.posit.co/).
- [easystats](https://easystats.github.io/easystats/): the
[`performance::check_model()`](https://easystats.github.io/performance/articles/check_model.html)
function was central in sparking the idea to create a data analysis
tool.
- [IDEAfilter](https://biogen-inc.github.io/IDEAFilter/): a visually
appealing data filter function based on the
[{shinyDataFilter}](https://github.com/dgkf/shinyDataFilter).
This project was all written by a human and not by any AI-based tools.
The online ***FreesearchR*** app contains a tracking script,
transmitting minimal data on usage. No uploaded data is transmitted
anywhere. Have a look at the [tracking data
here](https://analytics.gdamsbo.dk/share/2i4BNpMcDMB9lJvF/agdamsbo.shinyapps.io).
No tracking data is sent running the app locally (see above).

View file

@ -11,4 +11,6 @@ document.addEventListener("DOMContentLoaded", function () {
macros: macros,
fleqn: false
});
}}});
}
}
});

View file

@ -26,7 +26,7 @@ const setTheme = theme => {
}
}
function bsSetupThemeToggle () {
function bsSetupThemeToggle() {
'use strict'
const showActiveTheme = (theme, focus = false) => {
@ -35,7 +35,7 @@ function bsSetupThemeToggle () {
document.querySelectorAll('[data-bs-theme-value]').forEach(element => {
const buttonTheme = element.getAttribute('data-bs-theme-value')
const isActive = buttonTheme == theme
element.classList.toggle('active', isActive)
element.setAttribute('aria-pressed', isActive)

449
llms.txt Normal file
View file

@ -0,0 +1,449 @@
# FreesearchR
The [***FreesearchR***](https://app.freesearchr.org) is a simple,
clinical health data exploration and analysis tool to democratise
clinical research by assisting any researcher to easily evaluate and
analyse data and export publication ready results.
[***FreesearchR***](https://app.freesearchr.org) is free and
open-source, and is [accessible in your web browser through this
link](https://app.freesearchr.org). The app can also run locally, please
[see below](#run-locally-on-your-own-machine-sec-run-locally).
All feedback is welcome and can be shared as a GitHub issue. Any
suggestions on collaboration is much welcomed. Please reach out!
![FreesearchR demo](./reference/figures/demo.gif)
FreesearchR demo
## Motivation
This app has the following simple goals:
1. help the health clinician getting an overview of data in quality
improvement projects and clinical research
2. help learners get a good start analysing data and coding in *R*
3. ease quick data overview and basic visualisations for any clinical
researcher
## Run locally on your own machine
The ***FreesearchR*** app can also run on your own machine with no data
transmitted anywhere. Blow are the available options.
### Run from R (or RStduio)
Working with data in R, FreesearchR is a quick and easy tool to get
overview and perform the first explorative analyses to get you going.
Any data available in the your R session will be available to the
FreesearchR app. Just follow the below steps to get going:
1. **Requirement:** You need to have [*R*
installed](https://www.r-project.org/) and possibly an editor like
[RStudio](https://posit.co/download/rstudio-desktop/).
2. Then open the *R* console and copy/paste the following code, that
will install the [devtools](https://devtools.r-lib.org/) package and
then the [FreesearchR](https://github.com/agdamsbo/FreesearchR)
*R*-package with its dependencies:
require("devtools")
devtools::install_github("agdamsbo/FreesearchR")
library(FreesearchR)
# By loading mtcars to the environment, it will be available
# in the interface like any other data.frame
data(mtcars)
launch_FreesearchR()
### Running with docker compose
For advanced users, wanting to deploy the FreesearchR app to run
anywhere, a docker image is available.
Below is the minimal `docker_compose.yml` file:
services:
freesearchr:
image: ghcr.io/agdamsbo/freesearchr:latest
ports:
- '3838:3838'
restart: on-failure
## Code of Conduct
Please note that the ***FreesearchR*** project is published with a
[Contributor Code of
Conduct](https://contributor-covenant.org/version/2/1/CODE_OF_CONDUCT.html).
By contributing to this project, you agree to abide by its terms.
## Translators
Thank you very much to all translators having helped to translate and
validate translation drafts.
## Acknowledgements
Like any other project, this project was never possible without the
great work of others. These are some of the sources and packages I have
used:
- The ***FreesearchR*** app is built with
[Shiny](https://shiny.posit.co/) and based on
[*R*](https://www.r-project.org/).
- [gtsummary](https://www.danieldsjoberg.com/gtsummary/): superb and
flexible way to create publication-ready analytical and summary
tables.
- [dreamRs](https://github.com/dreamRs): maintainers of a broad
selection of great extensions and tools for
[Shiny](https://shiny.posit.co/).
- [easystats](https://easystats.github.io/easystats/): the
[`performance::check_model()`](https://easystats.github.io/performance/articles/check_model.html)
function was central in sparking the idea to create a data analysis
tool.
- [IDEAfilter](https://biogen-inc.github.io/IDEAFilter/): a visually
appealing data filter function based on the
[{shinyDataFilter}](https://github.com/dgkf/shinyDataFilter).
This project was all written by a human and not by any AI-based tools.
The online ***FreesearchR*** app contains a tracking script,
transmitting minimal data on usage. No uploaded data is transmitted
anywhere. Have a look at the [tracking data
here](https://analytics.gdamsbo.dk/share/2i4BNpMcDMB9lJvF/agdamsbo.shinyapps.io).
No tracking data is sent running the app locally (see above).
# Package index
## All functions
- [`FreesearchR_palette()`](https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_palette.md)
: Use the FreesearchR colors
- [`add_class_icon()`](https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.md)
: Convert class grid column to icon
- [`add_sparkline()`](https://agdamsbo.github.io/FreesearchR/reference/add_sparkline.md)
: Add sparkline to datagrid
- [`align_axes()`](https://agdamsbo.github.io/FreesearchR/reference/align_axes.md)
: Aligns axes between plots
- [`all_but()`](https://agdamsbo.github.io/FreesearchR/reference/all_but.md)
: Select all from vector but
- [`append_column()`](https://agdamsbo.github.io/FreesearchR/reference/append_column.md)
: Append a column to a data.frame
- [`append_list()`](https://agdamsbo.github.io/FreesearchR/reference/append_list.md)
: Append list with named index
- [`argsstring2list()`](https://agdamsbo.github.io/FreesearchR/reference/argsstring2list.md)
: Convert string of arguments to list of arguments
- [`baseline_table()`](https://agdamsbo.github.io/FreesearchR/reference/baseline_table.md)
: Print a flexible baseline characteristics table
- [`class_icons()`](https://agdamsbo.github.io/FreesearchR/reference/class_icons.md)
: Get data class icons
- [`clean_common_axis()`](https://agdamsbo.github.io/FreesearchR/reference/clean_common_axis.md)
: Extract and clean axis ranges
- [`clean_date()`](https://agdamsbo.github.io/FreesearchR/reference/clean_date.md)
: Attempts at applying uniform date format
- [`clean_sep()`](https://agdamsbo.github.io/FreesearchR/reference/clean_sep.md)
: gsub wrapper for piping with default values for separator
substituting
- [`columnSelectInput()`](https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.md)
: A selectizeInput customized for data frames with column labels
- [`compare_missings()`](https://agdamsbo.github.io/FreesearchR/reference/compare_missings.md)
: Pairwise comparison of missings across covariables
- [`contrast_text()`](https://agdamsbo.github.io/FreesearchR/reference/contrast_text.md)
: Contrast Text Color
- [`corr_pairs_validate()`](https://agdamsbo.github.io/FreesearchR/reference/corr_pairs_validate.md)
: Correlation pairs validation
- [`correlation_pairs()`](https://agdamsbo.github.io/FreesearchR/reference/correlation_pairs.md)
: Determine significant correlations in the data set
- [`create_column_ui()`](https://agdamsbo.github.io/FreesearchR/reference/create-column.md)
[`create_column_server()`](https://agdamsbo.github.io/FreesearchR/reference/create-column.md)
[`list_allowed_operations()`](https://agdamsbo.github.io/FreesearchR/reference/create-column.md)
[`modal_create_column()`](https://agdamsbo.github.io/FreesearchR/reference/create-column.md)
[`winbox_create_column()`](https://agdamsbo.github.io/FreesearchR/reference/create-column.md)
: Create new column
- [`create_baseline()`](https://agdamsbo.github.io/FreesearchR/reference/create_baseline.md)
: Create a baseline table
- [`create_log_tics()`](https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.md)
: Create summetric log ticks
- [`create_overview_datagrid()`](https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.md)
: Create a data overview datagrid
- [`custom_theme()`](https://agdamsbo.github.io/FreesearchR/reference/custom_theme.md)
: Custom theme based on unity
- [`cut_variable_ui()`](https://agdamsbo.github.io/FreesearchR/reference/cut-variable.md)
[`cut_variable_server()`](https://agdamsbo.github.io/FreesearchR/reference/cut-variable.md)
[`modal_cut_variable()`](https://agdamsbo.github.io/FreesearchR/reference/cut-variable.md)
: Module to Convert Numeric to Factor
- [`cut_methods()`](https://agdamsbo.github.io/FreesearchR/reference/cut_methods.md)
: Library of cut methods with descriptions
- [`cut_var()`](https://agdamsbo.github.io/FreesearchR/reference/cut_var.md)
: Extended cutting function with fall-back to the native base::cut
- [`data_correlations_ui()`](https://agdamsbo.github.io/FreesearchR/reference/data-correlations.md)
[`data_correlations_server()`](https://agdamsbo.github.io/FreesearchR/reference/data-correlations.md)
: Data correlations evaluation module
- [`data_missings_ui()`](https://agdamsbo.github.io/FreesearchR/reference/data-missings.md)
[`data_missings_server()`](https://agdamsbo.github.io/FreesearchR/reference/data-missings.md)
: Data correlations evaluation module
- [`data_visuals_ui()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
[`data_visuals_server()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
[`create_plot()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
[`plot_bar_single()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
[`plot_box()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
[`plot_box_single()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
[`plot_hbars()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
[`plot_ridge()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
[`sankey_ready()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
[`plot_sankey()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
[`plot_scatter()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
[`plot_violin()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
: Data correlations evaluation module
- [`data_summary_ui()`](https://agdamsbo.github.io/FreesearchR/reference/data-summary.md)
[`data_summary_server()`](https://agdamsbo.github.io/FreesearchR/reference/data-summary.md)
: Data summary module
- [`data_description()`](https://agdamsbo.github.io/FreesearchR/reference/data_description.md)
: Ultra short data dascription
- [`data_summary_gather()`](https://agdamsbo.github.io/FreesearchR/reference/data_summary_gather.md)
: Data summary for printing visual summary
- [`data_type()`](https://agdamsbo.github.io/FreesearchR/reference/data_type.md)
: Data type assessment.
- [`data_type_filter()`](https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.md)
: Filter function to filter data set by variable type
- [`data_types()`](https://agdamsbo.github.io/FreesearchR/reference/data_types.md)
: Recognised data types from data_type
- [`default_format_arguments()`](https://agdamsbo.github.io/FreesearchR/reference/default_format_arguments.md)
: Defaults qmd formats
- [`default_parsing()`](https://agdamsbo.github.io/FreesearchR/reference/default_parsing.md)
: Default data parsing
- [`detect_delimiter()`](https://agdamsbo.github.io/FreesearchR/reference/detect_delimiter.md)
: Detect delimiters in string based on allowed delimiters
- [`dim_change_call()`](https://agdamsbo.github.io/FreesearchR/reference/dim_change_call.md)
: Dimensions validation
- [`drop_empty_event()`](https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.md)
: Drop empty events from REDCap export
- [`expression_string()`](https://agdamsbo.github.io/FreesearchR/reference/expression_string.md)
: Deparses expression as string, substitutes native pipe and adds
assign
- [`factorize()`](https://agdamsbo.github.io/FreesearchR/reference/factorize.md)
: Factorize variables in data.frame
- [`file_export()`](https://agdamsbo.github.io/FreesearchR/reference/file_export.md)
: Title
- [`format_writer()`](https://agdamsbo.github.io/FreesearchR/reference/format_writer.md)
: Merges list of named arguments for qmd header generation
- [`get_data_packages()`](https://agdamsbo.github.io/FreesearchR/reference/get_data_packages.md)
: Get packages containing datasets
- [`get_fun_options()`](https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.md)
: Get the function options based on the selected function description
- [`get_label()`](https://agdamsbo.github.io/FreesearchR/reference/get_label.md)
: Print label, and if missing print variable name
- [`get_list_elements()`](https://agdamsbo.github.io/FreesearchR/reference/get_list_elements.md)
: Subset elements from list of lists
- [`get_plot_options()`](https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.md)
: Get the function options based on the selected function description
- [`get_var_icon()`](https://agdamsbo.github.io/FreesearchR/reference/get_var_icon.md)
: Easily get variable icon based on data type or class
- [`getfun()`](https://agdamsbo.github.io/FreesearchR/reference/getfun.md)
: Wrapper function to get function from character vector referring to
function from namespace. Passed to 'do.call()'
- [`gg_theme_export()`](https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.md)
: GGplot default theme for plotting export objects
- [`gg_theme_shiny()`](https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.md)
: GGplot default theme for plotting in Shiny
- [`ggeulerr()`](https://agdamsbo.github.io/FreesearchR/reference/ggeulerr.md)
: Area proportional venn diagrams
- [`grepl_fix()`](https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.md)
: Matches pattern to vector based on match type
- [`if_not_missing()`](https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.md)
: Return if available
- [`import_delim()`](https://agdamsbo.github.io/FreesearchR/reference/import-file-type.md)
[`import_xls()`](https://agdamsbo.github.io/FreesearchR/reference/import-file-type.md)
[`import_ods()`](https://agdamsbo.github.io/FreesearchR/reference/import-file-type.md)
[`import_dta()`](https://agdamsbo.github.io/FreesearchR/reference/import-file-type.md)
[`import_rds()`](https://agdamsbo.github.io/FreesearchR/reference/import-file-type.md)
: Wrapper to ease data file import
- [`import_file_ui()`](https://agdamsbo.github.io/FreesearchR/reference/import-file.md)
[`import_file_server()`](https://agdamsbo.github.io/FreesearchR/reference/import-file.md)
: Import data from a file
- [`import_file_demo_app()`](https://agdamsbo.github.io/FreesearchR/reference/import-file_module.md)
: Test app for the import_file module
- [`import_globalenv_ui()`](https://agdamsbo.github.io/FreesearchR/reference/import-globalenv.md)
[`import_globalenv_server()`](https://agdamsbo.github.io/FreesearchR/reference/import-globalenv.md)
: Import data from an Environment
- [`index_embed()`](https://agdamsbo.github.io/FreesearchR/reference/index_embed.md)
: Split vector by an index and embed addition
- [`is_any_class()`](https://agdamsbo.github.io/FreesearchR/reference/is_any_class.md)
: Test class
- [`is_consecutive()`](https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.md)
: Checks if elements in vector are equally spaced as indication of ID
- [`is_datetime()`](https://agdamsbo.github.io/FreesearchR/reference/is_datetime.md)
: Test is date/datetime/time
- [`is_identical_to_previous()`](https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.md)
: Test if element is identical to the previous
- [`is_splittable()`](https://agdamsbo.github.io/FreesearchR/reference/is_splittable.md)
: Determine if any variable in data frame character and contains
recognized delimiters
- [`is_valid_redcap_url()`](https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.md)
: Test if url is valid format for REDCap API
- [`is_valid_token()`](https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.md)
: Validate REDCap token
- [`launch_FreesearchR()`](https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.md)
: Easily launch the FreesearchR app
- [`limit_data_size()`](https://agdamsbo.github.io/FreesearchR/reference/limit_data_size.md)
: Limit the allowed data set size by number of cells
- [`limit_log()`](https://agdamsbo.github.io/FreesearchR/reference/limit_log.md)
: Easily round log scale limits for nice plots
- [`line_break()`](https://agdamsbo.github.io/FreesearchR/reference/line_break.md)
: Line breaking at given number of characters for nicely plotting
labels
- [`list_pkg_data()`](https://agdamsbo.github.io/FreesearchR/reference/list_pkg_data.md)
: List dataset contained in a package
- [`make_validation()`](https://agdamsbo.github.io/FreesearchR/reference/make_validation.md)
: Create validation data.frame
- [`make_validation_alerts()`](https://agdamsbo.github.io/FreesearchR/reference/make_validation_alerts.md)
: Create alert from validation data.frame
- [`mcar_validate()`](https://agdamsbo.github.io/FreesearchR/reference/mcar_validate.md)
: MCAR validation based on a gtsummary table bady
- [`merge_expression()`](https://agdamsbo.github.io/FreesearchR/reference/merge_expression.md)
: Merge list of expressions
- [`merge_long()`](https://agdamsbo.github.io/FreesearchR/reference/merge_long.md)
: Wrapper to pivot gtsummary table data to long for plotting
- [`missing_fraction()`](https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.md)
: Get missingsness fraction
- [`missings_validate()`](https://agdamsbo.github.io/FreesearchR/reference/missings_validate.md)
: Validate function of missingness in data
- [`modify_qmd()`](https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.md)
: Wrapper to modify quarto file to render specific formats
- [`names2val()`](https://agdamsbo.github.io/FreesearchR/reference/names2val.md)
: Set values as names and names as values
- [`obs_filter_validate()`](https://agdamsbo.github.io/FreesearchR/reference/obs_filter_validate.md)
: Observations filter test wrapper
- [`overview_vars()`](https://agdamsbo.github.io/FreesearchR/reference/overview_vars.md)
: Create a data overview data.frame ready for sparklines
- [`pipe_string()`](https://agdamsbo.github.io/FreesearchR/reference/pipe_string.md)
: Reduce character vector with the native pipe operator or character
string
- [`plot(`*`<tbl_regression>`*`)`](https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.md)
: Regression coef plot from gtsummary. Slightly modified to pass on
arguments
- [`plot_euler()`](https://agdamsbo.github.io/FreesearchR/reference/plot_euler.md)
: Easily plot euler diagrams
- [`plot_euler_single()`](https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.md)
: Easily plot single euler diagrams
- [`plot_sankey_single()`](https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.md)
: Beautiful sankey plot
- [`possible_functions()`](https://agdamsbo.github.io/FreesearchR/reference/possible_functions.md)
: Get possible regression models
- [`possible_plots()`](https://agdamsbo.github.io/FreesearchR/reference/possible_plots.md)
: Get possible regression models
- [`read_input()`](https://agdamsbo.github.io/FreesearchR/reference/read_input.md)
: Flexible file import based on extension
- [`m_redcap_readUI()`](https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.md)
[`m_redcap_readServer()`](https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.md)
[`redcap_demo_app()`](https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.md)
: Shiny module to browser and export REDCap data
- [`regression_model()`](https://agdamsbo.github.io/FreesearchR/reference/regression_model.md)
[`regression_model_uv()`](https://agdamsbo.github.io/FreesearchR/reference/regression_model.md)
[`regression_model_list()`](https://agdamsbo.github.io/FreesearchR/reference/regression_model.md)
[`regression_model_uv_list()`](https://agdamsbo.github.io/FreesearchR/reference/regression_model.md)
: Create a regression model programatically
- [`regression_table()`](https://agdamsbo.github.io/FreesearchR/reference/regression_table.md)
: Create table of regression model
- [`regression_table_create()`](https://agdamsbo.github.io/FreesearchR/reference/regression_table_create.md)
: Create regression summary table
- [`remove_empty_attr()`](https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.md)
: Remove empty/NA attributes
- [`remove_empty_cols()`](https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.md)
: Removes columns with completenes below cutoff
- [`remove_nested_list()`](https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.md)
: Very simple function to remove nested lists, like when uploading
.rds
- [`repeated_instruments()`](https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.md)
: Get names of repeated instruments
- [`selectInputIcon()`](https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.md)
: Create a select input control with icon(s)
- [`separate_string()`](https://agdamsbo.github.io/FreesearchR/reference/separate_string.md)
: Separate string wide or long
- [`set_column_label()`](https://agdamsbo.github.io/FreesearchR/reference/set_column_label.md)
: (Re)label columns in data.frame
- [`show_data()`](https://agdamsbo.github.io/FreesearchR/reference/show_data.md)
: Display a table in a window
- [`simple_snake()`](https://agdamsbo.github.io/FreesearchR/reference/simple_snake.md)
: Simplified version of the snakecase packages to_snake_case
- [`sort_by()`](https://agdamsbo.github.io/FreesearchR/reference/sort_by.md)
: Drop-in replacement for the base::sort_by with option to remove NAs
- [`specify_qmd_format()`](https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.md)
: Specify format arguments to include in qmd header/frontmatter
- [`string_split_ui()`](https://agdamsbo.github.io/FreesearchR/reference/split-string.md)
[`string_split_server()`](https://agdamsbo.github.io/FreesearchR/reference/split-string.md)
[`modal_string_split()`](https://agdamsbo.github.io/FreesearchR/reference/split-string.md)
: String split module based on tidyr::separate\_
- [`subset_types()`](https://agdamsbo.github.io/FreesearchR/reference/subset_types.md)
: Easily subset by data type function
- [`supported_functions()`](https://agdamsbo.github.io/FreesearchR/reference/supported_functions.md)
: Implemented functions
- [`supported_plots()`](https://agdamsbo.github.io/FreesearchR/reference/supported_plots.md)
: Implemented functions
- [`symmetrical_scale_x_log10()`](https://agdamsbo.github.io/FreesearchR/reference/symmetrical_scale_x_log10.md)
: Ensure symmetrical plot around 1 on a logarithmic x scale for ratio
plots
- [`tbl_merge()`](https://agdamsbo.github.io/FreesearchR/reference/tbl_merge.md)
: A substitue to gtsummary::tbl_merge, that will use list names for
the tab spanner names.
- [`type_icons()`](https://agdamsbo.github.io/FreesearchR/reference/type_icons.md)
: Get data type icons
- [`ui_elements()`](https://agdamsbo.github.io/FreesearchR/reference/ui_elements.md)
: FreesearchR UI elements list
- [`unique_short()`](https://agdamsbo.github.io/FreesearchR/reference/unique_short.md)
: Create unique short names of character vector items based on index
- [`update_factor_ui()`](https://agdamsbo.github.io/FreesearchR/reference/update-factor.md)
[`update_factor_server()`](https://agdamsbo.github.io/FreesearchR/reference/update-factor.md)
[`modal_update_factor()`](https://agdamsbo.github.io/FreesearchR/reference/update-factor.md)
[`winbox_update_factor()`](https://agdamsbo.github.io/FreesearchR/reference/update-factor.md)
: Module to Reorder the Levels of a Factor Variable
- [`update_variables_ui()`](https://agdamsbo.github.io/FreesearchR/reference/update-variables.md)
[`update_variables_server()`](https://agdamsbo.github.io/FreesearchR/reference/update-variables.md)
: Select, rename and convert variables
- [`update_variables_datagrid()`](https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.md)
: Modified from the datamods pacakge
- [`validation_ui()`](https://agdamsbo.github.io/FreesearchR/reference/validation.md)
[`validation_server()`](https://agdamsbo.github.io/FreesearchR/reference/validation.md)
: Validation module
- [`validation_lib()`](https://agdamsbo.github.io/FreesearchR/reference/validation_lib.md)
: Validation library
- [`vars_filter_validate()`](https://agdamsbo.github.io/FreesearchR/reference/vars_filter_validate.md)
: Variable filter test wrapper
- [`vectorSelectInput()`](https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.md)
: A selectizeInput customized for named vectors
- [`vertical_stacked_bars()`](https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.md)
: Vertical stacked bar plot wrapper
- [`visual_summary_ui()`](https://agdamsbo.github.io/FreesearchR/reference/visual-summary.md)
[`visual_summary_server()`](https://agdamsbo.github.io/FreesearchR/reference/visual-summary.md)
[`modal_visual_summary()`](https://agdamsbo.github.io/FreesearchR/reference/visual-summary.md)
[`missings_apex_plot()`](https://agdamsbo.github.io/FreesearchR/reference/visual-summary.md)
[`visual_summary()`](https://agdamsbo.github.io/FreesearchR/reference/visual-summary.md)
: Data correlations evaluation module
- [`wide2long()`](https://agdamsbo.github.io/FreesearchR/reference/wide2long.md)
: Alternative pivoting method for easily pivoting based on name
pattern
- [`wrap_plot_list()`](https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.md)
: Wrapping
- [`write_quarto()`](https://agdamsbo.github.io/FreesearchR/reference/write_quarto.md)
: Wrapper to save data in RDS, load into specified qmd and render
# Articles
### All vignettes
- [Data
types](https://agdamsbo.github.io/FreesearchR/articles/data-types.md):
- [FreesearchR](https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.md):
- [Missingness in
data](https://agdamsbo.github.io/FreesearchR/articles/missingness.md):
- [Session
info](https://agdamsbo.github.io/FreesearchR/articles/session.md):
- [On
visuals](https://agdamsbo.github.io/FreesearchR/articles/visuals.md):

View file

@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -42,8 +42,46 @@
</div>
<div class="section level2">
<h2 class="pkg-version" data-toc-text="25.9.2" id="freesearchr-2592---dev">FreesearchR 25.9.2 - DEV<a class="anchor" aria-label="anchor" href="#freesearchr-2592---dev"></a></h2>
<h2 class="pkg-version" data-toc-text="25.11.2" id="freesearchr-25112">FreesearchR 25.11.2<a class="anchor" aria-label="anchor" href="#freesearchr-25112"></a></h2>
<p><em>NEW</em> Vignettes were moved to the <a href="https://freesearchr.github.io/FreesearchR-knowledge/" class="external-link">FreesearchR project knowledge base</a>. This was mainly to ease rendering and allow quick and easy updates as well as future translations.</p>
</div>
<div class="section level2">
<h2 class="pkg-version" data-toc-text="25.11.1" id="freesearchr-25111">FreesearchR 25.11.1<a class="anchor" aria-label="anchor" href="#freesearchr-25111"></a></h2>
<p><em>NEW</em> Added option to select extensive baseline table selecting between “Minimal” (current) or “Extensive” which adds mean/sd and min/max as well as plots all levels also for dichotomous variables.</p>
</div>
<div class="section level2">
<h2 class="pkg-version" data-toc-text="25.10.5" id="freesearchr-25105">FreesearchR 25.10.5<a class="anchor" aria-label="anchor" href="#freesearchr-25105"></a></h2>
<p><em>NEW</em> New character/text split function available. A selection of delimiters are recognised and selectable. Function only available if splittable variables are present.</p>
<p><em>NEW</em> Distribution plotting for factors have been much improved including two new bar plot styles and removing options better suited for continuous data.</p>
<p>These were the last major functions to be implemented after workshops at Jitimai in Zanzibar City, Zanzibar during October 2025.</p>
</div>
<div class="section level2">
<h2 class="pkg-version" data-toc-text="25.10.4" id="freesearchr-25104">FreesearchR 25.10.4<a class="anchor" aria-label="anchor" href="#freesearchr-25104"></a></h2>
<p><em>NEW</em> Two new options to create new simplified factors from factors. The “top” option will keep only the top N levels, while the “bottom” option will combine all levels occurring below set percentage.</p>
<p><em>NEW</em> The “New factor” function received some updates to include detailed information on the methods for creating new factors.</p>
<p><em>LANGUAGE</em> Updated Swahili strings. All Danish strings are translated. New languages are on track.</p>
</div>
<div class="section level2">
<h2 class="pkg-version" data-toc-text="25.10.3" id="freesearchr-25103">FreesearchR 25.10.3<a class="anchor" aria-label="anchor" href="#freesearchr-25103"></a></h2>
<p><em>NEW</em> Improvements to translations with more strings having been translated. Nearing completion of marking strings for translation, which means (almost) the complete interface is now translatable.</p>
</div>
<div class="section level2">
<h2 class="pkg-version" data-toc-text="25.10.2" id="freesearchr-25102">FreesearchR 25.10.2<a class="anchor" aria-label="anchor" href="#freesearchr-25102"></a></h2>
<p><em>NEW</em> Improvements to translations with more strings having been translated.</p>
<p><em>NEW</em> More detailed label for the stacked horizontal bar plot.</p>
<p><em>NEW</em> Better .rds import that will import the first element as data.frame if a list-type element is supplied.</p>
<p><em>NEW</em> A limit to the imported dataset size was added to ensure performance on hosted version. The data is limited to 100.000 cells by dropping rows to fit. The vast majority of users will never experience this capping, but adds a layer of security and stability to the hosting framework.</p>
</div>
<div class="section level2">
<h2 class="pkg-version" data-toc-text="25.10.1" id="freesearchr-25101">FreesearchR 25.10.1<a class="anchor" aria-label="anchor" href="#freesearchr-25101"></a></h2>
<p><em>NEW</em> Improvements to translations with more strings having been translated.</p>
<p><em>NEW</em> Sample data has been filtered to only include a few select packages (NHANES and stRoke).</p>
<p><em>NEW</em> Missings evaluations slightly tweaked to include bold significant p-values for easier overview.</p>
</div>
<div class="section level2">
<h2 class="pkg-version" data-toc-text="25.9.2" id="freesearchr-2592">FreesearchR 25.9.2<a class="anchor" aria-label="anchor" href="#freesearchr-2592"></a></h2>
<p><em>NEW</em> Improvements to translations with more strings having been translated.</p>
<p>The Euler visualisation option has been limited to only plot dichotomous variables. This is also what makes the most sense.</p>
</div>
<div class="section level2">
<h2 class="pkg-version" data-toc-text="25.9.1" id="freesearchr-2591">FreesearchR 25.9.1<a class="anchor" aria-label="anchor" href="#freesearchr-2591"></a></h2>
@ -174,7 +212,7 @@
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news/index.md Normal file
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# Changelog
## FreesearchR 25.11.2
*NEW* Vignettes were moved to the [FreesearchR project knowledge
base](https://freesearchr.github.io/FreesearchR-knowledge/). This was
mainly to ease rendering and allow quick and easy updates as well as
future translations.
## FreesearchR 25.11.1
*NEW* Added option to select extensive baseline table selecting between
“Minimal” (current) or “Extensive” which adds mean/sd and min/max as
well as plots all levels also for dichotomous variables.
## FreesearchR 25.10.5
*NEW* New character/text split function available. A selection of
delimiters are recognised and selectable. Function only available if
splittable variables are present.
*NEW* Distribution plotting for factors have been much improved
including two new bar plot styles and removing options better suited for
continuous data.
These were the last major functions to be implemented after workshops at
Jitimai in Zanzibar City, Zanzibar during October 2025.
## FreesearchR 25.10.4
*NEW* Two new options to create new simplified factors from factors. The
“top” option will keep only the top N levels, while the “bottom” option
will combine all levels occurring below set percentage.
*NEW* The “New factor” function received some updates to include
detailed information on the methods for creating new factors.
*LANGUAGE* Updated Swahili strings. All Danish strings are translated.
New languages are on track.
## FreesearchR 25.10.3
*NEW* Improvements to translations with more strings having been
translated. Nearing completion of marking strings for translation, which
means (almost) the complete interface is now translatable.
## FreesearchR 25.10.2
*NEW* Improvements to translations with more strings having been
translated.
*NEW* More detailed label for the stacked horizontal bar plot.
*NEW* Better .rds import that will import the first element as
data.frame if a list-type element is supplied.
*NEW* A limit to the imported dataset size was added to ensure
performance on hosted version. The data is limited to 100.000 cells by
dropping rows to fit. The vast majority of users will never experience
this capping, but adds a layer of security and stability to the hosting
framework.
## FreesearchR 25.10.1
*NEW* Improvements to translations with more strings having been
translated.
*NEW* Sample data has been filtered to only include a few select
packages (NHANES and stRoke).
*NEW* Missings evaluations slightly tweaked to include bold significant
p-values for easier overview.
## FreesearchR 25.9.2
*NEW* Improvements to translations with more strings having been
translated.
The Euler visualisation option has been limited to only plot dichotomous
variables. This is also what makes the most sense.
## FreesearchR 25.9.1
*NEW* Language has been revised to make the app more accessible and
easier to understand.
*NEW* Foundations for introducing an internationalised UI has been
introduced. Initial and very rudimentary translation for Danish and
Swahili is included. Other languages can be added as well.
*NEW* Alerts as to guide on select important steps and aspects are
introduced. This is expected to expand.
## FreesearchR 25.8.2
- *NEW* Including the
[NHANES](https://cran.r-project.org/web/packages/NHANES/refman/NHANES.html#NHANES)
dataset for experimentation.
- *BUG* Improved JS to correctly handle menu drop downs on mobile
devices
- *DOCS* Updated “Prepare \> Overview” to “Prepare \> Overview and
filter” to better reflect options.
## FreesearchR 25.8.1
- *NEW* improved the use of
[`wrap_plot_list()`](https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.md)
to pass on additional arguments to
[`patchwork::wrap_plots()`](https://patchwork.data-imaginist.com/reference/wrap_plots.html)
and allowed to specify axes to align in
[`align_axes()`](https://agdamsbo.github.io/FreesearchR/reference/align_axes.md).
- *FIX* fixed axis text printed in Euler diagrams
## FreesearchR 25.7.2
- *FIX* refining hiding drop downs. All JavaScript is now in separate
file. Coded with GAI help from claude.ai.
- *FIX* refined iconography and navigation
- *FIX* updated intro and docs.
## FreesearchR 25.7.1
- *NEW* UI overhaul and navigation update. The interface is simplified
to clearly show the relationship between panels and sub-items by
abandoning multiple levels on panel to instead show a drop-down menu.
This also results in simplified sidebar menus with room to add more
controls in the future.
## FreesearchR 25.6.4
The app is now also published as a docker container. See the README for
instructions. It is mainly to use for hosting the app. Work is ongoing
to publish a true standalone app, preferably for both Windows and MacOS.
- *FIX* improved plot labels.
## FreesearchR 25.6.3
- *NEW* Introducing more options to evaluate missing observations.
Inspired by the \[visdat()\] function from the {visdat} package, a
specialised function has been introduced to easily visualise data
classes and missing observations in the data set. This highly
increases the options to visually get an overview of the data and to
assess the pattern of missing data. Also under Evaluate, a comparison
module has been introduced to compare the distribution of observations
across variables depending on the missing vs non-missing in a
specified variable.
- *FIX* The REDCap import module has been updated visually and the PAI
token is now hidden as a password. This module should still only be
used when running locally if you are accessing sensitive data.
- minor rewordings and updated UI.
## FreesearchR 25.6.2
- *FIX* Added warning about only using REDCap with sensitive data
running locally. THis applies to all data actually. Considering taking
REDCap out in hosted version. Standalone app is in the works.
- *FIX* Reworded the completeness filter to be on missingness, as this
is a more commonly used concept.
- *FIX* Improved layout around data filters to improve usage.
- *FIX* Regression table in report respects inclusion of p-values or
not.
## FreesearchR 25.6.1
- *FIX* big not allowing to browse data
- *FIX* caught the last bugs when initiating the creation of new
variables
## FreesearchR 25.5.6
- *FIX* note on max file size of 5 mb
- *FIX* added a banner to the dev version on shinyapps.io
- *FIX* updated intro text
## FreesearchR 25.5.5
- *FIX* several minor bugs and polish
- *FIX* include/exclude p-values in regression table.
## FreesearchR 25.5.4
- *FIX* correctly omit NAs in
[`data_type()`](https://agdamsbo.github.io/FreesearchR/reference/data_type.md)
call
- *FIX* omit NAs when plotting Euler diagrams.
- *FIX* print correct labels in horizontal stacked bars.
- *FIX* initial app load should feel faster.
## FreesearchR 25.5.3
- *FIX* a little polish on the data import
- *FIX* polished REDCap import and new code to reference the
[`REDCapCAST::easy_redcap()`](https://agdamsbo.github.io/REDCapCAST/reference/easy_redcap.html)
function.
- *FIX* updated documentation to reflect new private hosting on a
Hetzner server in Germany.
## FreesearchR 25.5.2
- *FIX*: correct export of plots. The solution in the last version broke
more than it solved.
- *NEW*: added simple loading animation.
A privately hosted version is now live on app.freesearchr.org. For now,
it is hosted on Hetzner with Yunohost.
## FreesearchR 25.5.1
- *FIX*: correct export of single variable plot.
- *NEW*: Include app version in report for reference.
- *NEW*: Show progress on connecting to a REDCap database.
- *FIX*: Data import code export.
## FreesearchR 25.4.5
- *BUG*: Regression results and code not returned correctly
- *IMPROVED*: analyses results are reset on data change
- *NEW*: app usage tracking only in hosted app. README updated to
reflect.
## FreesearchR 25.4.4
Minor updates in docs and easier citation.
## FreesearchR 25.4.3
- *NEW*: Added a variables type filter to easily exclude unwanted types.
This also includes having data type rather than data class in the
summary table. Will evaluate. Types are a simpler, more practical
version of the *R* data class to easy interpretation.
- *NEW*: A logo is here! It should emphasize the underlying reliance on
*R* while also inspire to explore.
- *IMPROVED*: docs are updated and much more comprehensive. They will be
continuously updated.
Polishing and moved hosted app to new address to fully reflect name
change: <https://agdamsbo.shinyapps.io/FreesearchR/>
## FreesearchR 25.4.2
Polished and simplified data import module including a much improved
REDCap import module.
- *CHANGE*
[`default_parsing()`](https://agdamsbo.github.io/FreesearchR/reference/default_parsing.md)
now ensure unique variable names.
- *NEW* Working code output for all major modules including import,
modifications, filter, evaluation, plotting and regression. And it is
nicely formatted!
- *NEW* The basics of a “Getting started”-vignette is done, and can be
expanded on later.
## FreesearchR 25.4.1
Focus is on polish and improved ui/ux.
Updating project name to FreesearchR, with renamed repository. Graphics
are coming. This may introduce some breaking chances for others calling
or installing the package. No additional future changes are planned. A
complete transition is planned before attending and presenting a poster
at the European Stroke Organisation Conference 2025 in May.
Testing file upload conducted and improved.
Working on improving code export. This is very difficult to get perfect.
Initial focus is on extracting enough to be able to learn from it.
Regression calculations, plots, and checks have been improved and moved
to standalone module.
Data overview/modifications has been simplified slightly.

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@ -7,7 +7,7 @@ articles:
missingness: missingness.html
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visuals: visuals.html
last_built: 2025-09-24T09:52Z
last_built: 2025-11-19T13:24Z
urls:
reference: https://agdamsbo.github.io/FreesearchR/reference
article: https://agdamsbo.github.io/FreesearchR/articles

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<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
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@ -75,7 +75,7 @@
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# Use the FreesearchR colors
Use the FreesearchR colors
## Usage
``` r
FreesearchR_palette(n)
```
## Arguments
- n:
number of colors
## Value
character vector
## Examples
``` r
FreesearchR_palette(n=7)
#> [1] "#1E4A8F" "#FF6F61" "#00C896" "#FFB100" "#CC2E25" "#8A4FFF" "#11A0EC"
```

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@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -84,7 +84,7 @@
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# Convert class grid column to icon
Convert class grid column to icon
## Usage
``` r
add_class_icon(grid, column = "class", fun = class_icons)
```
## Arguments
- grid:
grid
- column:
column
## Value
datagrid
## Examples
``` r
mtcars |>
overview_vars() |>
toastui::datagrid() |>
add_class_icon()
{"x":{"nrow":11,"ncol":7,"data":[["numeric","numeric","numeric","numeric","numeric","numeric","numeric","numeric","numeric","numeric","numeric"],["numeric","numeric","numeric","numeric","numeric","numeric","numeric","numeric","numeric","numeric","numeric"],["mpg","cyl","disp","hp","drat","wt","qsec","vs","am","gear","carb"],[0,0,0,0,0,0,0,0,0,0,0],[1,1,1,1,1,1,1,1,1,1,1],[25,3,27,22,22,29,30,2,2,3,6],[[21,21,22.8,21.4,18.7,18.1,14.3,24.4,22.8,19.2,17.8,16.4,17.3,15.2,10.4,10.4,14.7,32.4,30.4,33.9,21.5,15.5,15.2,13.3,19.2,27.3,26,30.4,15.8,19.7,15,21.4],[6,6,4,6,8,6,8,4,4,6,6,8,8,8,8,8,8,4,4,4,4,8,8,8,8,4,4,4,8,6,8,4],[160,160,108,258,360,225,360,146.7,140.8,167.6,167.6,275.8,275.8,275.8,472,460,440,78.7,75.7,71.09999999999999,120.1,318,304,350,400,79,120.3,95.09999999999999,351,145,301,121],[110,110,93,110,175,105,245,62,95,123,123,180,180,180,205,215,230,66,52,65,97,150,150,245,175,66,91,113,264,175,335,109],[3.9,3.9,3.85,3.08,3.15,2.76,3.21,3.69,3.92,3.92,3.92,3.07,3.07,3.07,2.93,3,3.23,4.08,4.93,4.22,3.7,2.76,3.15,3.73,3.08,4.08,4.43,3.77,4.22,3.62,3.54,4.11],[2.62,2.875,2.32,3.215,3.44,3.46,3.57,3.19,3.15,3.44,3.44,4.07,3.73,3.78,5.25,5.424,5.345,2.2,1.615,1.835,2.465,3.52,3.435,3.84,3.845,1.935,2.14,1.513,3.17,2.77,3.57,2.78],[16.46,17.02,18.61,19.44,17.02,20.22,15.84,20,22.9,18.3,18.9,17.4,17.6,18,17.98,17.82,17.42,19.47,18.52,19.9,20.01,16.87,17.3,15.41,17.05,18.9,16.7,16.9,14.5,15.5,14.6,18.6],[0,0,1,1,0,1,0,1,1,1,1,0,0,0,0,0,0,1,1,1,1,0,0,0,0,1,0,1,0,0,0,1],[1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,1,1,1,1,1,1,1],[4,4,4,3,3,3,3,4,4,4,4,3,3,3,3,3,3,4,4,4,3,3,3,3,3,4,5,5,5,5,5,4],[4,4,1,1,2,1,4,2,2,4,4,3,3,3,4,4,4,1,2,1,1,2,2,4,2,1,2,2,4,6,8,2]]],"colnames":["icon","class","name","n_missing","p_complete","n_unique","vals"],"options":{"columns":[{"header":"icon","name":"icon","sortable":true,"align":"left","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"}}},{"header":"class","name":"class","sortable":true,"align":"left","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"},"type":"datagrid.renderer.format","options":{"formatted":["<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>"]}},"width":60},{"header":"name","name":"name","sortable":true,"align":"left","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"}}},{"header":"n_missing","name":"n_missing","sortable":true,"align":"right","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"}}},{"header":"p_complete","name":"p_complete","sortable":true,"align":"right","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"}}},{"header":"n_unique","name":"n_unique","sortable":true,"align":"right","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"}}},{"header":"vals","name":"vals","sortable":true,"align":"left","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"}}}],"bodyHeight":"fitToParent","draggable":false,"usageStatistics":false,"contextMenu":null,"rowHeight":"auto"},"theme":"clean","themeOptions":{"cell":{"normal":{"showHorizontalBorder":true}}},"language":"en","languageOptions":[],"filters":false,"rowAttributes":[],"validationInput":false,"dataAsInput":false,"dragInput":false},"evals":["options.columns.1.renderer.type"],"jsHooks":[]}
```

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@ -7,7 +7,7 @@
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# Aligns axes between plots
Aligns axes between plots
## Usage
``` r
align_axes(..., x.axis = TRUE, y.axis = TRUE)
```
## Arguments
- ...:
ggplot2 objects or list of ggplot2 objects
## Value
list of ggplot2 objects

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@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
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# Select all from vector but
Select all from vector but
## Usage
``` r
all_but(data, ...)
```
## Arguments
- data:
vector
- ...:
exclude
## Value
vector
## Examples
``` r
all_but(1:10, c(2, 3), 11, 5)
#> [1] 1 4 6 7 8 9 10
```

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@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -154,7 +154,7 @@
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# Append a column to a data.frame
Append a column to a data.frame
## Usage
``` r
append_column(data, column, name, index = "right")
```
## Arguments
- data:
data
- column:
new column (vector) or data.frame with 1 column
- name:
new name (pre-fix)
- index:
desired location. May be "left", "right" or numeric index.
## Value
data.frame
## Examples
``` r
mtcars |>
dplyr::mutate(mpg_cut = mpg) |>
append_column(mtcars$mpg, "mpg_cutter")
#> mpg cyl disp hp drat wt qsec vs am gear carb mpg_cut
#> Mazda RX4 21.0 6 160.0 110 3.90 2.620 16.46 0 1 4 4 21.0
#> Mazda RX4 Wag 21.0 6 160.0 110 3.90 2.875 17.02 0 1 4 4 21.0
#> Datsun 710 22.8 4 108.0 93 3.85 2.320 18.61 1 1 4 1 22.8
#> Hornet 4 Drive 21.4 6 258.0 110 3.08 3.215 19.44 1 0 3 1 21.4
#> Hornet Sportabout 18.7 8 360.0 175 3.15 3.440 17.02 0 0 3 2 18.7
#> Valiant 18.1 6 225.0 105 2.76 3.460 20.22 1 0 3 1 18.1
#> Duster 360 14.3 8 360.0 245 3.21 3.570 15.84 0 0 3 4 14.3
#> Merc 240D 24.4 4 146.7 62 3.69 3.190 20.00 1 0 4 2 24.4
#> Merc 230 22.8 4 140.8 95 3.92 3.150 22.90 1 0 4 2 22.8
#> Merc 280 19.2 6 167.6 123 3.92 3.440 18.30 1 0 4 4 19.2
#> Merc 280C 17.8 6 167.6 123 3.92 3.440 18.90 1 0 4 4 17.8
#> Merc 450SE 16.4 8 275.8 180 3.07 4.070 17.40 0 0 3 3 16.4
#> Merc 450SL 17.3 8 275.8 180 3.07 3.730 17.60 0 0 3 3 17.3
#> Merc 450SLC 15.2 8 275.8 180 3.07 3.780 18.00 0 0 3 3 15.2
#> Cadillac Fleetwood 10.4 8 472.0 205 2.93 5.250 17.98 0 0 3 4 10.4
#> Lincoln Continental 10.4 8 460.0 215 3.00 5.424 17.82 0 0 3 4 10.4
#> Chrysler Imperial 14.7 8 440.0 230 3.23 5.345 17.42 0 0 3 4 14.7
#> Fiat 128 32.4 4 78.7 66 4.08 2.200 19.47 1 1 4 1 32.4
#> Honda Civic 30.4 4 75.7 52 4.93 1.615 18.52 1 1 4 2 30.4
#> Toyota Corolla 33.9 4 71.1 65 4.22 1.835 19.90 1 1 4 1 33.9
#> Toyota Corona 21.5 4 120.1 97 3.70 2.465 20.01 1 0 3 1 21.5
#> Dodge Challenger 15.5 8 318.0 150 2.76 3.520 16.87 0 0 3 2 15.5
#> AMC Javelin 15.2 8 304.0 150 3.15 3.435 17.30 0 0 3 2 15.2
#> Camaro Z28 13.3 8 350.0 245 3.73 3.840 15.41 0 0 3 4 13.3
#> Pontiac Firebird 19.2 8 400.0 175 3.08 3.845 17.05 0 0 3 2 19.2
#> Fiat X1-9 27.3 4 79.0 66 4.08 1.935 18.90 1 1 4 1 27.3
#> Porsche 914-2 26.0 4 120.3 91 4.43 2.140 16.70 0 1 5 2 26.0
#> Lotus Europa 30.4 4 95.1 113 3.77 1.513 16.90 1 1 5 2 30.4
#> Ford Pantera L 15.8 8 351.0 264 4.22 3.170 14.50 0 1 5 4 15.8
#> Ferrari Dino 19.7 6 145.0 175 3.62 2.770 15.50 0 1 5 6 19.7
#> Maserati Bora 15.0 8 301.0 335 3.54 3.570 14.60 0 1 5 8 15.0
#> Volvo 142E 21.4 4 121.0 109 4.11 2.780 18.60 1 1 4 2 21.4
#> mpg_cutter
#> Mazda RX4 21.0
#> Mazda RX4 Wag 21.0
#> Datsun 710 22.8
#> Hornet 4 Drive 21.4
#> Hornet Sportabout 18.7
#> Valiant 18.1
#> Duster 360 14.3
#> Merc 240D 24.4
#> Merc 230 22.8
#> Merc 280 19.2
#> Merc 280C 17.8
#> Merc 450SE 16.4
#> Merc 450SL 17.3
#> Merc 450SLC 15.2
#> Cadillac Fleetwood 10.4
#> Lincoln Continental 10.4
#> Chrysler Imperial 14.7
#> Fiat 128 32.4
#> Honda Civic 30.4
#> Toyota Corolla 33.9
#> Toyota Corona 21.5
#> Dodge Challenger 15.5
#> AMC Javelin 15.2
#> Camaro Z28 13.3
#> Pontiac Firebird 19.2
#> Fiat X1-9 27.3
#> Porsche 914-2 26.0
#> Lotus Europa 30.4
#> Ford Pantera L 15.8
#> Ferrari Dino 19.7
#> Maserati Bora 15.0
#> Volvo 142E 21.4
```

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@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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<footer><div class="pkgdown-footer-left">
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# Append list with named index
Append list with named index
## Usage
``` r
append_list(data, list, index)
```
## Arguments
- data:
data to add to list
- list:
list
- index:
index name
## Value
list
## Examples
``` r
ls_d <- list(test = c(1:20))
ls_d <- list()
data.frame(letters[1:20], 1:20) |> append_list(ls_d, "letters")
#> $letters
#> letters.1.20. X1.20
#> 1 a 1
#> 2 b 2
#> 3 c 3
#> 4 d 4
#> 5 e 5
#> 6 f 6
#> 7 g 7
#> 8 h 8
#> 9 i 9
#> 10 j 10
#> 11 k 11
#> 12 l 12
#> 13 m 13
#> 14 n 14
#> 15 o 15
#> 16 p 16
#> 17 q 17
#> 18 r 18
#> 19 s 19
#> 20 t 20
#>
letters[1:20] |> append_list(ls_d, "letters")
#> $letters
#> [1] "a" "b" "c" "d" "e" "f" "g" "h" "i" "j" "k" "l" "m" "n" "o" "p" "q" "r" "s"
#> [20] "t"
#>
```

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@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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<footer><div class="pkgdown-footer-left">
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@ -0,0 +1,31 @@
# Convert string of arguments to list of arguments
Idea from the answer: https://stackoverflow.com/a/62979238
## Usage
``` r
argsstring2list(string)
```
## Arguments
- string:
string to convert to list to use with do.call
## Value
list
## Examples
``` r
argsstring2list("A=1:5,b=2:4")
#> $A
#> [1] 1 2 3 4 5
#>
#> $b
#> [1] 2 3 4
#>
```

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@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
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@ -187,7 +187,7 @@ N = 5</span><span class="gt_footnote_marks" style="font-size: 75%; vertical-alig
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# Print a flexible baseline characteristics table
Print a flexible baseline characteristics table
## Usage
``` r
baseline_table(
data,
fun.args = NULL,
fun = gtsummary::tbl_summary,
vars = NULL
)
```
## Arguments
- data:
data set
- fun.args:
list of arguments passed to
- fun:
function to
- vars:
character vector of variables to include
## Value
object of standard class for fun
## Examples
``` r
mtcars |> baseline_table()
Characteristic
```
**N = 32**¹
mpg
19.2 (15.4, 22.8)
cyl
    4
11 (34%)
    6
7 (22%)
    8
14 (44%)
disp
196 (121, 334)
hp
123 (96, 180)
drat
3.70 (3.08, 3.92)
wt
3.33 (2.54, 3.65)
qsec
17.71 (16.89, 18.90)
vs
14 (44%)
am
13 (41%)
gear
    3
15 (47%)
    4
12 (38%)
    5
5 (16%)
carb
    1
7 (22%)
    2
10 (31%)
    3
3 (9.4%)
    4
10 (31%)
    6
1 (3.1%)
    8
1 (3.1%)
¹ Median (Q1, Q3); n (%)
mtcars \|\> baseline_table(fun.args =
[list](https://rdrr.io/r/base/list.html)(by = "gear"))
[TABLE]

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@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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<footer><div class="pkgdown-footer-left">
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# Get data class icons
Get data class icons
## Usage
``` r
class_icons(x)
```
## Arguments
- x:
character vector of data classes
## Value
list
## Examples
``` r
"numeric" |> class_icons()|> str()
#> List of 3
#> $ name : chr "i"
#> $ attribs :List of 3
#> ..$ class : chr "fas fa-calculator"
#> ..$ role : chr "presentation"
#> ..$ aria-label: chr "calculator icon"
#> $ children: list()
#> - attr(*, "class")= chr "shiny.tag"
#> - attr(*, "browsable_html")= logi TRUE
#> - attr(*, "html_dependencies")=List of 1
#> ..$ :List of 10
#> .. ..$ name : chr "font-awesome"
#> .. ..$ version : chr "6.5.2"
#> .. ..$ src :List of 1
#> .. .. ..$ file: chr "fontawesome"
#> .. ..$ meta : NULL
#> .. ..$ script : NULL
#> .. ..$ stylesheet: chr [1:2] "css/all.min.css" "css/v4-shims.min.css"
#> .. ..$ head : NULL
#> .. ..$ attachment: NULL
#> .. ..$ package : chr "fontawesome"
#> .. ..$ all_files : logi TRUE
#> .. ..- attr(*, "class")= chr "html_dependency"
mtcars |> sapply(class) |> class_icons() |> str()
#> List of 11
#> $ mpg :List of 3
#> ..$ name : chr "i"
#> ..$ attribs :List of 3
#> .. ..$ class : chr "fas fa-calculator"
#> .. ..$ role : chr "presentation"
#> .. ..$ aria-label: chr "calculator icon"
#> ..$ children: list()
#> ..- attr(*, "class")= chr "shiny.tag"
#> ..- attr(*, "browsable_html")= logi TRUE
#> ..- attr(*, "html_dependencies")=List of 1
#> .. ..$ :List of 10
#> .. .. ..$ name : chr "font-awesome"
#> .. .. ..$ version : chr "6.5.2"
#> .. .. ..$ src :List of 1
#> .. .. .. ..$ file: chr "fontawesome"
#> .. .. ..$ meta : NULL
#> .. .. ..$ script : NULL
#> .. .. ..$ stylesheet: chr [1:2] "css/all.min.css" "css/v4-shims.min.css"
#> .. .. ..$ head : NULL
#> .. .. ..$ attachment: NULL
#> .. .. ..$ package : chr "fontawesome"
#> .. .. ..$ all_files : logi TRUE
#> .. .. ..- attr(*, "class")= chr "html_dependency"
#> $ cyl :List of 3
#> ..$ name : chr "i"
#> ..$ attribs :List of 3
#> .. ..$ class : chr "fas fa-calculator"
#> .. ..$ role : chr "presentation"
#> .. ..$ aria-label: chr "calculator icon"
#> ..$ children: list()
#> ..- attr(*, "class")= chr "shiny.tag"
#> ..- attr(*, "browsable_html")= logi TRUE
#> ..- attr(*, "html_dependencies")=List of 1
#> .. ..$ :List of 10
#> .. .. ..$ name : chr "font-awesome"
#> .. .. ..$ version : chr "6.5.2"
#> .. .. ..$ src :List of 1
#> .. .. .. ..$ file: chr "fontawesome"
#> .. .. ..$ meta : NULL
#> .. .. ..$ script : NULL
#> .. .. ..$ stylesheet: chr [1:2] "css/all.min.css" "css/v4-shims.min.css"
#> .. .. ..$ head : NULL
#> .. .. ..$ attachment: NULL
#> .. .. ..$ package : chr "fontawesome"
#> .. .. ..$ all_files : logi TRUE
#> .. .. ..- attr(*, "class")= chr "html_dependency"
#> $ disp:List of 3
#> ..$ name : chr "i"
#> ..$ attribs :List of 3
#> .. ..$ class : chr "fas fa-calculator"
#> .. ..$ role : chr "presentation"
#> .. ..$ aria-label: chr "calculator icon"
#> ..$ children: list()
#> ..- attr(*, "class")= chr "shiny.tag"
#> ..- attr(*, "browsable_html")= logi TRUE
#> ..- attr(*, "html_dependencies")=List of 1
#> .. ..$ :List of 10
#> .. .. ..$ name : chr "font-awesome"
#> .. .. ..$ version : chr "6.5.2"
#> .. .. ..$ src :List of 1
#> .. .. .. ..$ file: chr "fontawesome"
#> .. .. ..$ meta : NULL
#> .. .. ..$ script : NULL
#> .. .. ..$ stylesheet: chr [1:2] "css/all.min.css" "css/v4-shims.min.css"
#> .. .. ..$ head : NULL
#> .. .. ..$ attachment: NULL
#> .. .. ..$ package : chr "fontawesome"
#> .. .. ..$ all_files : logi TRUE
#> .. .. ..- attr(*, "class")= chr "html_dependency"
#> $ hp :List of 3
#> ..$ name : chr "i"
#> ..$ attribs :List of 3
#> .. ..$ class : chr "fas fa-calculator"
#> .. ..$ role : chr "presentation"
#> .. ..$ aria-label: chr "calculator icon"
#> ..$ children: list()
#> ..- attr(*, "class")= chr "shiny.tag"
#> ..- attr(*, "browsable_html")= logi TRUE
#> ..- attr(*, "html_dependencies")=List of 1
#> .. ..$ :List of 10
#> .. .. ..$ name : chr "font-awesome"
#> .. .. ..$ version : chr "6.5.2"
#> .. .. ..$ src :List of 1
#> .. .. .. ..$ file: chr "fontawesome"
#> .. .. ..$ meta : NULL
#> .. .. ..$ script : NULL
#> .. .. ..$ stylesheet: chr [1:2] "css/all.min.css" "css/v4-shims.min.css"
#> .. .. ..$ head : NULL
#> .. .. ..$ attachment: NULL
#> .. .. ..$ package : chr "fontawesome"
#> .. .. ..$ all_files : logi TRUE
#> .. .. ..- attr(*, "class")= chr "html_dependency"
#> $ drat:List of 3
#> ..$ name : chr "i"
#> ..$ attribs :List of 3
#> .. ..$ class : chr "fas fa-calculator"
#> .. ..$ role : chr "presentation"
#> .. ..$ aria-label: chr "calculator icon"
#> ..$ children: list()
#> ..- attr(*, "class")= chr "shiny.tag"
#> ..- attr(*, "browsable_html")= logi TRUE
#> ..- attr(*, "html_dependencies")=List of 1
#> .. ..$ :List of 10
#> .. .. ..$ name : chr "font-awesome"
#> .. .. ..$ version : chr "6.5.2"
#> .. .. ..$ src :List of 1
#> .. .. .. ..$ file: chr "fontawesome"
#> .. .. ..$ meta : NULL
#> .. .. ..$ script : NULL
#> .. .. ..$ stylesheet: chr [1:2] "css/all.min.css" "css/v4-shims.min.css"
#> .. .. ..$ head : NULL
#> .. .. ..$ attachment: NULL
#> .. .. ..$ package : chr "fontawesome"
#> .. .. ..$ all_files : logi TRUE
#> .. .. ..- attr(*, "class")= chr "html_dependency"
#> $ wt :List of 3
#> ..$ name : chr "i"
#> ..$ attribs :List of 3
#> .. ..$ class : chr "fas fa-calculator"
#> .. ..$ role : chr "presentation"
#> .. ..$ aria-label: chr "calculator icon"
#> ..$ children: list()
#> ..- attr(*, "class")= chr "shiny.tag"
#> ..- attr(*, "browsable_html")= logi TRUE
#> ..- attr(*, "html_dependencies")=List of 1
#> .. ..$ :List of 10
#> .. .. ..$ name : chr "font-awesome"
#> .. .. ..$ version : chr "6.5.2"
#> .. .. ..$ src :List of 1
#> .. .. .. ..$ file: chr "fontawesome"
#> .. .. ..$ meta : NULL
#> .. .. ..$ script : NULL
#> .. .. ..$ stylesheet: chr [1:2] "css/all.min.css" "css/v4-shims.min.css"
#> .. .. ..$ head : NULL
#> .. .. ..$ attachment: NULL
#> .. .. ..$ package : chr "fontawesome"
#> .. .. ..$ all_files : logi TRUE
#> .. .. ..- attr(*, "class")= chr "html_dependency"
#> $ qsec:List of 3
#> ..$ name : chr "i"
#> ..$ attribs :List of 3
#> .. ..$ class : chr "fas fa-calculator"
#> .. ..$ role : chr "presentation"
#> .. ..$ aria-label: chr "calculator icon"
#> ..$ children: list()
#> ..- attr(*, "class")= chr "shiny.tag"
#> ..- attr(*, "browsable_html")= logi TRUE
#> ..- attr(*, "html_dependencies")=List of 1
#> .. ..$ :List of 10
#> .. .. ..$ name : chr "font-awesome"
#> .. .. ..$ version : chr "6.5.2"
#> .. .. ..$ src :List of 1
#> .. .. .. ..$ file: chr "fontawesome"
#> .. .. ..$ meta : NULL
#> .. .. ..$ script : NULL
#> .. .. ..$ stylesheet: chr [1:2] "css/all.min.css" "css/v4-shims.min.css"
#> .. .. ..$ head : NULL
#> .. .. ..$ attachment: NULL
#> .. .. ..$ package : chr "fontawesome"
#> .. .. ..$ all_files : logi TRUE
#> .. .. ..- attr(*, "class")= chr "html_dependency"
#> $ vs :List of 3
#> ..$ name : chr "i"
#> ..$ attribs :List of 3
#> .. ..$ class : chr "fas fa-calculator"
#> .. ..$ role : chr "presentation"
#> .. ..$ aria-label: chr "calculator icon"
#> ..$ children: list()
#> ..- attr(*, "class")= chr "shiny.tag"
#> ..- attr(*, "browsable_html")= logi TRUE
#> ..- attr(*, "html_dependencies")=List of 1
#> .. ..$ :List of 10
#> .. .. ..$ name : chr "font-awesome"
#> .. .. ..$ version : chr "6.5.2"
#> .. .. ..$ src :List of 1
#> .. .. .. ..$ file: chr "fontawesome"
#> .. .. ..$ meta : NULL
#> .. .. ..$ script : NULL
#> .. .. ..$ stylesheet: chr [1:2] "css/all.min.css" "css/v4-shims.min.css"
#> .. .. ..$ head : NULL
#> .. .. ..$ attachment: NULL
#> .. .. ..$ package : chr "fontawesome"
#> .. .. ..$ all_files : logi TRUE
#> .. .. ..- attr(*, "class")= chr "html_dependency"
#> $ am :List of 3
#> ..$ name : chr "i"
#> ..$ attribs :List of 3
#> .. ..$ class : chr "fas fa-calculator"
#> .. ..$ role : chr "presentation"
#> .. ..$ aria-label: chr "calculator icon"
#> ..$ children: list()
#> ..- attr(*, "class")= chr "shiny.tag"
#> ..- attr(*, "browsable_html")= logi TRUE
#> ..- attr(*, "html_dependencies")=List of 1
#> .. ..$ :List of 10
#> .. .. ..$ name : chr "font-awesome"
#> .. .. ..$ version : chr "6.5.2"
#> .. .. ..$ src :List of 1
#> .. .. .. ..$ file: chr "fontawesome"
#> .. .. ..$ meta : NULL
#> .. .. ..$ script : NULL
#> .. .. ..$ stylesheet: chr [1:2] "css/all.min.css" "css/v4-shims.min.css"
#> .. .. ..$ head : NULL
#> .. .. ..$ attachment: NULL
#> .. .. ..$ package : chr "fontawesome"
#> .. .. ..$ all_files : logi TRUE
#> .. .. ..- attr(*, "class")= chr "html_dependency"
#> $ gear:List of 3
#> ..$ name : chr "i"
#> ..$ attribs :List of 3
#> .. ..$ class : chr "fas fa-calculator"
#> .. ..$ role : chr "presentation"
#> .. ..$ aria-label: chr "calculator icon"
#> ..$ children: list()
#> ..- attr(*, "class")= chr "shiny.tag"
#> ..- attr(*, "browsable_html")= logi TRUE
#> ..- attr(*, "html_dependencies")=List of 1
#> .. ..$ :List of 10
#> .. .. ..$ name : chr "font-awesome"
#> .. .. ..$ version : chr "6.5.2"
#> .. .. ..$ src :List of 1
#> .. .. .. ..$ file: chr "fontawesome"
#> .. .. ..$ meta : NULL
#> .. .. ..$ script : NULL
#> .. .. ..$ stylesheet: chr [1:2] "css/all.min.css" "css/v4-shims.min.css"
#> .. .. ..$ head : NULL
#> .. .. ..$ attachment: NULL
#> .. .. ..$ package : chr "fontawesome"
#> .. .. ..$ all_files : logi TRUE
#> .. .. ..- attr(*, "class")= chr "html_dependency"
#> $ carb:List of 3
#> ..$ name : chr "i"
#> ..$ attribs :List of 3
#> .. ..$ class : chr "fas fa-calculator"
#> .. ..$ role : chr "presentation"
#> .. ..$ aria-label: chr "calculator icon"
#> ..$ children: list()
#> ..- attr(*, "class")= chr "shiny.tag"
#> ..- attr(*, "browsable_html")= logi TRUE
#> ..- attr(*, "html_dependencies")=List of 1
#> .. ..$ :List of 10
#> .. .. ..$ name : chr "font-awesome"
#> .. .. ..$ version : chr "6.5.2"
#> .. .. ..$ src :List of 1
#> .. .. .. ..$ file: chr "fontawesome"
#> .. .. ..$ meta : NULL
#> .. .. ..$ script : NULL
#> .. .. ..$ stylesheet: chr [1:2] "css/all.min.css" "css/v4-shims.min.css"
#> .. .. ..$ head : NULL
#> .. .. ..$ attachment: NULL
#> .. .. ..$ package : chr "fontawesome"
#> .. .. ..$ all_files : logi TRUE
#> .. .. ..- attr(*, "class")= chr "html_dependency"
```

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@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -73,7 +73,7 @@
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
</div>
<div class="pkgdown-footer-right">

View file

@ -0,0 +1,23 @@
# Extract and clean axis ranges
Extract and clean axis ranges
## Usage
``` r
clean_common_axis(p, axis)
```
## Arguments
- p:
plot
- axis:
axis. x or y.
## Value
vector

View file

@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -69,7 +69,7 @@
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
</div>
<div class="pkgdown-footer-right">

19
reference/clean_date.md Normal file
View file

@ -0,0 +1,19 @@
# Attempts at applying uniform date format
Attempts at applying uniform date format
## Usage
``` r
clean_date(data)
```
## Arguments
- data:
character string vector of possible dates
## Value
character string

View file

@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -77,7 +77,7 @@
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
</div>
<div class="pkgdown-footer-right">

27
reference/clean_sep.md Normal file
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@ -0,0 +1,27 @@
# gsub wrapper for piping with default values for separator substituting
gsub wrapper for piping with default values for separator substituting
## Usage
``` r
clean_sep(data, old.sep = "[-.,/]", new.sep = "-")
```
## Arguments
- data:
character vector
- old.sep:
old separator
- new.sep:
new separator
## Value
character vector

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@ -9,7 +9,7 @@ Adds the option to select "none" which is handled later'><meta property="og:imag
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -119,7 +119,7 @@ Adds the option to select "none" which is handled later</p>
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
</div>
<div class="pkgdown-footer-right">

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@ -0,0 +1,75 @@
# A selectizeInput customized for data frames with column labels
Copied and modified from the IDEAFilter package Adds the option to
select "none" which is handled later
## Usage
``` r
columnSelectInput(
inputId,
label,
data,
selected = "",
...,
col_subset = NULL,
placeholder = "",
onInitialize,
none_label = "No variable selected",
maxItems = NULL
)
```
## Arguments
- inputId:
passed to
[`selectizeInput`](https://rdrr.io/pkg/shiny/man/selectInput.html)
- label:
passed to
[`selectizeInput`](https://rdrr.io/pkg/shiny/man/selectInput.html)
- data:
`data.frame` object from which fields should be populated
- selected:
default selection
- ...:
passed to
[`selectizeInput`](https://rdrr.io/pkg/shiny/man/selectInput.html)
- col_subset:
a `vector` containing the list of allowable columns to select
- placeholder:
passed to
[`selectizeInput`](https://rdrr.io/pkg/shiny/man/selectInput.html)
options
- onInitialize:
passed to
[`selectizeInput`](https://rdrr.io/pkg/shiny/man/selectInput.html)
options
- none_label:
label for "none" item
- maxItems:
max number of items
## Value
a [`selectizeInput`](https://rdrr.io/pkg/shiny/man/selectInput.html)
dropdown element

View file

@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -48,7 +48,7 @@
<div class="section level2">
<h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">compare_missings</span><span class="op">(</span><span class="va">data</span>, <span class="va">by_var</span><span class="op">)</span></span></code></pre></div>
<div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">compare_missings</span><span class="op">(</span><span class="va">data</span>, <span class="va">by_var</span>, max_level <span class="op">=</span> <span class="fl">20</span><span class="op">)</span></span></code></pre></div>
</div>
<div class="section level2">
@ -73,7 +73,7 @@
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
</div>
<div class="pkgdown-footer-right">

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@ -0,0 +1,23 @@
# Pairwise comparison of missings across covariables
Pairwise comparison of missings across covariables
## Usage
``` r
compare_missings(data, by_var, max_level = 20)
```
## Arguments
- data:
data frame
- by_var:
variable to stratify by missingness
## Value
gtsummary list object

View file

@ -9,7 +9,7 @@ background color."><meta property="og:image" content="https://agdamsbo.github.io
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -121,7 +121,7 @@ https://stackoverflow.com/questions/596216/formula-to-determine-perceived-bright
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
</div>
<div class="pkgdown-footer-right">

View file

@ -0,0 +1,67 @@
# Contrast Text Color
Calculates the best contrast text color for a given background color.
## Usage
``` r
contrast_text(
background,
light_text = "white",
dark_text = "black",
threshold = 0.5,
method = "perceived_2",
...
)
```
## Arguments
- background:
A hex/named color value that represents the background.
- light_text:
A hex/named color value that represents the light text color.
- dark_text:
A hex/named color value that represents the dark text color.
- threshold:
A numeric value between 0 and 1 that is used to determine the
luminance threshold of the background color for text color.
- method:
A character string that specifies the method for calculating the
luminance. Three different methods are available:
c("relative","perceived","perceived_2")
- ...:
parameter overflow. Ignored.
## Value
A character string that contains the best contrast text color.
## Details
This function aids in deciding the font color to print on a given
background. The function is based on the example provided by teppo:
https://stackoverflow.com/a/66669838/21019325. The different methods
provided are based on the methods outlined in the StackOverflow thread:
https://stackoverflow.com/questions/596216/formula-to-determine-perceived-brightness-of-rgb-color
## Examples
``` r
contrast_text(c("#F2F2F2", "blue"))
#> [1] "black" "white"
contrast_text(c("#F2F2F2", "blue"), method="relative")
#> [1] "black" "white"
```

View file

@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -74,7 +74,7 @@
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
</div>
<div class="pkgdown-footer-right">

View file

@ -0,0 +1,25 @@
# Correlation pairs validation
Correlation pairs validation
## Usage
``` r
corr_pairs_validate(data)
```
## Arguments
- data:
data.frame
## Value
data.frame
## Examples
``` r
# correlation_pairs(mtcars) |> corr_pairs_validate()
```

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@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -84,7 +84,7 @@
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
</div>
<div class="pkgdown-footer-right">

View file

@ -0,0 +1,35 @@
# Determine significant correlations in the data set
Determine significant correlations in the data set
## Usage
``` r
correlation_pairs(data, threshold = 0.8)
```
## Arguments
- data:
data.frame
- threshold:
correlation threshold
## Value
data.frame
## Examples
``` r
correlation_pairs(mtcars)
#> Error in cor$r %>% as.table(): could not find function "%>%"
correlation_pairs(mtcars,.9)
#> Error in cor$r %>% as.table(): could not find function "%>%"
correlation_pairs(mtcars[c(1:4),])
#> [1] var1 var2 cor
#> <0 rows> (or 0-length row.names)
```

View file

@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -212,7 +212,7 @@ You can add more operations using the <code>allowed_operations</code> argument,
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
</div>
<div class="pkgdown-footer-right">

180
reference/create-column.md Normal file
View file

@ -0,0 +1,180 @@
# Create new column
This module allow to enter an expression to create a new column in a
`data.frame`.
## Usage
``` r
create_column_ui(id)
create_column_server(
id,
data_r = reactive(NULL),
allowed_operations = list_allowed_operations()
)
list_allowed_operations()
modal_create_column(
id,
title = i18n$t("Create a new column"),
easyClose = TRUE,
size = "l",
footer = NULL
)
winbox_create_column(
id,
title = i18n$t("Create a new column"),
options = shinyWidgets::wbOptions(),
controls = shinyWidgets::wbControls()
)
```
## Arguments
- id:
Module's ID.
- data_r:
A [`shiny::reactive()`](https://rdrr.io/pkg/shiny/man/reactive.html)
function returning a `data.frame`.
- allowed_operations:
A `list` of allowed operations, see below for details.
- title:
An optional title for the dialog.
- easyClose:
If `TRUE`, the modal dialog can be dismissed by clicking outside the
dialog box, or be pressing the Escape key. If `FALSE` (the default),
the modal dialog can't be dismissed in those ways; instead it must be
dismissed by clicking on a
[`modalButton()`](https://rdrr.io/pkg/shiny/man/modalDialog.html), or
from a call to
[`removeModal()`](https://rdrr.io/pkg/shiny/man/showModal.html) on the
server.
- size:
One of `"s"` for small, `"m"` (the default) for medium, `"l"` for
large, or `"xl"` for extra large. Note that `"xl"` only works with
Bootstrap 4 and above (to opt-in to Bootstrap 4+, pass
[`bslib::bs_theme()`](https://rstudio.github.io/bslib/reference/bs_theme.html)
to the `theme` argument of a page container like
[`fluidPage()`](https://rdrr.io/pkg/shiny/man/fluidPage.html)).
- footer:
UI for footer. Use `NULL` for no footer.
- options:
List of options, see
[`wbOptions()`](https://dreamrs.github.io/shinyWidgets/reference/wbOptions.html).
- controls:
List of controls, see
[`wbControls()`](https://dreamrs.github.io/shinyWidgets/reference/wbControls.html).
## Value
A [`shiny::reactive()`](https://rdrr.io/pkg/shiny/man/reactive.html)
function returning the data.
## Note
User can only use a subset of function: (, c, +, -, \*, ^, %%, %/%, /,
==, \>, \<, !=, \<=, \>=, &, \|, abs, sign, sqrt, ceiling, floor, trunc,
cummax, cummin, cumprod, cumsum, exp, expm1, log, log10, log2, log1p,
cos, cosh, sin, sinh, tan, tanh, acos, acosh, asin, asinh, atan, atanh,
cospi, sinpi, tanpi, gamma, lgamma, digamma, trigamma, round, signif,
max, min, range, prod, sum, any, all, pmin, pmax, mean, paste, paste0,
substr, nchar, trimws, gsub, sub, grepl, ifelse, length, as.numeric,
as.character, as.integer, as.Date, as.POSIXct, as.factor, factor. You
can add more operations using the `allowed_operations` argument, for
example if you want to allow to use package lubridate, you can do:
c(list_allowed_operations(), getNamespaceExports("lubridate"))
## Examples
``` r
library(shiny)
library(reactable)
ui <- fluidPage(
theme = bslib::bs_theme(version = 5L, preset = "bootstrap"),
shinyWidgets::html_dependency_winbox(),
tags$h2("Create new column"),
fluidRow(
column(
width = 4,
create_column_ui("inline"),
actionButton("modal", "Or click here to open a modal to create a column"),
tags$br(), tags$br(),
actionButton("winbox", "Or click here to open a WinBox to create a column")
),
column(
width = 8,
reactableOutput(outputId = "table"),
verbatimTextOutput("code")
)
)
)
#> Error in create_column_ui("inline"): object 'i18n' not found
server <- function(input, output, session) {
rv <- reactiveValues(data = MASS::Cars93[, c(1, 3, 4, 5, 6, 10)])
# inline mode
data_inline_r <- create_column_server(
id = "inline",
data_r = reactive(rv$data)
)
observeEvent(data_inline_r(), rv$data <- data_inline_r())
# modal window mode
observeEvent(input$modal, modal_create_column("modal"))
data_modal_r <- create_column_server(
id = "modal",
data_r = reactive(rv$data)
)
observeEvent(data_modal_r(), rv$data <- data_modal_r())
# WinBox window mode
observeEvent(input$winbox, winbox_create_column("winbox"))
data_winbox_r <- create_column_server(
id = "winbox",
data_r = reactive(rv$data)
)
observeEvent(data_winbox_r(), rv$data <- data_winbox_r())
# Show result
output$table <- renderReactable({
data <- req(rv$data)
reactable(
data = data,
bordered = TRUE,
compact = TRUE,
striped = TRUE
)
})
output$code <- renderPrint({
attr(rv$data, "code")
})
}
if (interactive())
shinyApp(ui, server)
```

View file

@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -54,7 +54,8 @@
<span> <span class="va">by.var</span>,</span>
<span> add.p <span class="op">=</span> <span class="cn">FALSE</span>,</span>
<span> add.overall <span class="op">=</span> <span class="cn">FALSE</span>,</span>
<span> theme <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"jama"</span>, <span class="st">"lancet"</span>, <span class="st">"nejm"</span>, <span class="st">"qjecon"</span><span class="op">)</span></span>
<span> theme <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"jama"</span>, <span class="st">"lancet"</span>, <span class="st">"nejm"</span>, <span class="st">"qjecon"</span><span class="op">)</span>,</span>
<span> detail_level <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"minimal"</span>, <span class="st">"extended"</span><span class="op">)</span></span>
<span><span class="op">)</span></span></code></pre></div>
</div>
@ -70,6 +71,10 @@
<dd><p>passed as fun.arg to baseline_table()</p></dd>
<dt id="arg-by-var">by.var<a class="anchor" aria-label="anchor" href="#arg-by-var"></a></dt>
<dd><p>specify stratification variable</p></dd>
<dt id="arg-add-p">add.p<a class="anchor" aria-label="anchor" href="#arg-add-p"></a></dt>
<dd><p>add comparison/p-value</p></dd>
@ -78,8 +83,12 @@
<dd><p>add overall column</p></dd>
<dt id="arg-strat-var">strat.var<a class="anchor" aria-label="anchor" href="#arg-strat-var"></a></dt>
<dd><p>grouping/strat variable</p></dd>
<dt id="arg-theme">theme<a class="anchor" aria-label="anchor" href="#arg-theme"></a></dt>
<dd><p>set table theme</p></dd>
<dt id="arg-detail-level">detail_level<a class="anchor" aria-label="anchor" href="#arg-detail-level"></a></dt>
<dd><p>specify detail level. Either "minimal" or "extended".</p></dd>
</dl></div>
<div class="section level2">
@ -177,9 +186,223 @@ N = 5</span></th>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">1 (20)</td>
<td headers="p.value" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td></tr></tbody><tfoot style="border-style: none;"><tr class="gt_footnotes" style="border-style: none; color: #333333; background-color: #FFFFFF; border-bottom-style: none; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3;" bgcolor="#FFFFFF"><td class="gt_footnote" colspan="5" style="border-style: none; margin: 0px; font-size: 90%; padding-top: 4px; padding-bottom: 4px; padding-left: 5px; padding-right: 5px;"><span class="gt_footnote_marks" style="font-size: 75%; vertical-align: 0.4em; position: initial; white-space: nowrap; font-style: italic; font-weight: normal; line-height: 0;"><sup>1</sup></span> <span class="gt_from_md">Kruskal-Wallis rank sum test; Fishers exact test</span></td>
</tr></tfoot></table></div></div><span class="r-in"><span><span class="fu">create_baseline</span><span class="op">(</span><span class="fu"><a href="default_parsing.html">default_parsing</a></span><span class="op">(</span><span class="va">mtcars</span><span class="op">)</span>, by.var <span class="op">=</span> <span class="st">"am"</span>, add.p <span class="op">=</span> <span class="cn">FALSE</span>, add.overall <span class="op">=</span> <span class="cn">FALSE</span>, theme <span class="op">=</span> <span class="st">"lancet"</span><span class="op">)</span></span></span>
</tr></tfoot></table></div></div><span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">create_baseline</span><span class="op">(</span>by.var <span class="op">=</span> <span class="st">"gear"</span>, detail_level <span class="op">=</span> <span class="st">"extended"</span><span class="op">)</span></span></span>
<div class="gt-table"><div id="ymbwmszxcq" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<table class="table gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false" style="-webkit-font-smoothing: antialiased; -moz-osx-font-smoothing: grayscale; font-family: system-ui, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'; display: table; border-collapse: collapse; line-height: normal; margin-left: auto; margin-right: auto; color: #333333; font-size: 16px; font-weight: normal; font-style: normal; background-color: #FFFFFF; width: auto; border-top-style: solid; border-top-width: 2px; border-top-color: #A8A8A8; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #A8A8A8; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3;" bgcolor="#FFFFFF"><thead style="border-style: none;"><tr class="gt_col_headings" style="border-style: none; border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3;"><th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="label" style="border-style: none; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: left;" bgcolor="#FFFFFF" valign="bottom" align="left"><span class="gt_from_md"><strong style="margin-top: 0; margin-bottom: 0;">Characteristic</strong></span></th>
<th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="stat_1" style="border-style: none; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;" bgcolor="#FFFFFF" valign="bottom" align="center"><span class="gt_from_md"><strong style="margin-top: 0;">3</strong><br style="margin-bottom: 0;">
N = 15</span></th>
<th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="stat_2" style="border-style: none; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;" bgcolor="#FFFFFF" valign="bottom" align="center"><span class="gt_from_md"><strong style="margin-top: 0;">4</strong><br style="margin-bottom: 0;">
N = 12</span></th>
<th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="stat_3" style="border-style: none; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;" bgcolor="#FFFFFF" valign="bottom" align="center"><span class="gt_from_md"><strong style="margin-top: 0;">5</strong><br style="margin-bottom: 0;">
N = 5</span></th>
</tr></thead><tbody class="gt_table_body" style="border-style: none; border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3;"><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">mpg</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Median (Q1, Q3)</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">15.5 (14.3, 18.7)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">22.8 (21.0, 28.9)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">19.7 (15.8, 26.0)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Mean (SD)</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">16.1 (3.4)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">24.5 (5.3)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">21.4 (6.7)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Min, Max</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">10.4, 21.5</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">17.8, 33.9</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">15.0, 30.4</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">cyl, n (%)</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    4</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">1 (6.7)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">8 (67)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2 (40)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    6</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2 (13)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">4 (33)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">1 (20)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    8</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">12 (80)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2 (40)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">disp</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Median (Q1, Q3)</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">318 (276, 400)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">131 (79, 160)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">145 (120, 301)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Mean (SD)</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">326 (95)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">123 (39)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">202 (115)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Min, Max</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">120, 472</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">71, 168</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">95, 351</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">hp</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Median (Q1, Q3)</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">180 (150, 215)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">94 (66, 110)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">175 (113, 264)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Mean (SD)</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">176 (48)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">90 (26)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">196 (103)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Min, Max</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">97, 245</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">52, 123</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">91, 335</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">drat</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Median (Q1, Q3)</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3.08 (3.00, 3.21)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3.92 (3.90, 4.10)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3.77 (3.62, 4.22)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Mean (SD)</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3.13 (0.27)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">4.04 (0.31)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3.92 (0.39)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Min, Max</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2.76, 3.73</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3.69, 4.93</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3.54, 4.43</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">wt</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Median (Q1, Q3)</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3.73 (3.44, 4.07)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2.70 (2.07, 3.17)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2.77 (2.14, 3.17)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Mean (SD)</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3.89 (0.83)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2.62 (0.63)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2.63 (0.82)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Min, Max</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2.47, 5.42</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">1.62, 3.44</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">1.51, 3.57</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">qsec</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Median (Q1, Q3)</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">17.42 (17.02, 18.00)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">18.76 (18.41, 19.69)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">15.50 (14.60, 16.70)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Mean (SD)</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">17.69 (1.35)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">18.97 (1.61)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">15.64 (1.13)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    Min, Max</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">15.41, 20.22</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">16.46, 22.90</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">14.50, 16.90</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">vs, n (%)</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    0</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">12 (80)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2 (17)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">4 (80)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    1</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3 (20)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">10 (83)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">1 (20)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">am, n (%)</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    0</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">15 (100)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">4 (33)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    1</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">8 (67)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">5 (100)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">carb, n (%)</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    1</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3 (20)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">4 (33)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    2</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">4 (27)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">4 (33)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2 (40)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    3</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3 (20)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    4</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">5 (33)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">4 (33)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">1 (20)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    6</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">1 (20)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    8</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">1 (20)</td></tr></tbody></table></div></div><span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">create_baseline</span><span class="op">(</span>by.var <span class="op">=</span> <span class="st">"gear"</span>, detail_level <span class="op">=</span> <span class="st">"extended"</span>,type <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="fu">gtsummary</span><span class="fu">::</span><span class="fu"><a href="https://www.danieldsjoberg.com/gtsummary/reference/select_helpers.html" class="external-link">all_dichotomous</a></span><span class="op">(</span><span class="op">)</span> <span class="op">~</span> <span class="st">"categorical"</span><span class="op">)</span>,theme<span class="op">=</span><span class="st">"nejm"</span><span class="op">)</span></span></span>
<div class="gt-table"><div id="jivnxcljjb" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<table class="table gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false" style="-webkit-font-smoothing: antialiased; -moz-osx-font-smoothing: grayscale; font-family: system-ui, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'; display: table; border-collapse: collapse; line-height: normal; margin-left: auto; margin-right: auto; color: #333333; font-size: 16px; font-weight: normal; font-style: normal; background-color: #FFFFFF; width: auto; border-top-style: solid; border-top-width: 2px; border-top-color: #A8A8A8; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #A8A8A8; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3;" bgcolor="#FFFFFF"><thead style="border-style: none;"><tr class="gt_col_headings" style="border-style: none; border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3;"><th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="label" style="border-style: none; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: left;" bgcolor="#FFFFFF" valign="bottom" align="left"><span class="gt_from_md"><strong style="margin-top: 0; margin-bottom: 0;">Characteristic</strong></span></th>
<th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="stat_1" style="border-style: none; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;" bgcolor="#FFFFFF" valign="bottom" align="center"><span class="gt_from_md"><strong style="margin-top: 0;">3</strong><br style="margin-bottom: 0;">
N = 15</span><span class="gt_footnote_marks" style="font-size: 75%; vertical-align: 0.4em; position: initial; white-space: nowrap; font-style: italic; font-weight: normal; line-height: 0;"><sup>1</sup></span></th>
<th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="stat_2" style="border-style: none; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;" bgcolor="#FFFFFF" valign="bottom" align="center"><span class="gt_from_md"><strong style="margin-top: 0;">4</strong><br style="margin-bottom: 0;">
N = 12</span><span class="gt_footnote_marks" style="font-size: 75%; vertical-align: 0.4em; position: initial; white-space: nowrap; font-style: italic; font-weight: normal; line-height: 0;"><sup>1</sup></span></th>
<th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="stat_3" style="border-style: none; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;" bgcolor="#FFFFFF" valign="bottom" align="center"><span class="gt_from_md"><strong style="margin-top: 0;">5</strong><br style="margin-bottom: 0;">
N = 5</span><span class="gt_footnote_marks" style="font-size: 75%; vertical-align: 0.4em; position: initial; white-space: nowrap; font-style: italic; font-weight: normal; line-height: 0;"><sup>1</sup></span></th>
</tr></thead><tbody class="gt_table_body" style="border-style: none; border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3;"><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">mpg</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">15.5 (14.3 18.7)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">22.8 (21.0 28.9)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">19.7 (15.8 26.0)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">cyl</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    4</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">1 (6.7)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">8 (67)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2 (40)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    6</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2 (13)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">4 (33)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">1 (20)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    8</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">12 (80)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2 (40)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">disp</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">318 (276 400)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">131 (79 160)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">145 (120 301)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">hp</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">180 (150 215)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">94 (66 110)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">175 (113 264)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">drat</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3.08 (3.00 3.21)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3.92 (3.90 4.10)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3.77 (3.62 4.22)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">wt</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3.73 (3.44 4.07)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2.70 (2.07 3.17)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2.77 (2.14 3.17)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">qsec</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">17.42 (17.02 18.00)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">18.76 (18.41 19.69)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">15.50 (14.60 16.70)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">vs</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    0</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">12 (80)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2 (17)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">4 (80)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    1</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3 (20)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">10 (83)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">1 (20)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">am</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    0</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">15 (100)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">4 (33)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    1</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">8 (67)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">5 (100)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">carb</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center"><br></td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    1</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3 (20)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">4 (33)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    2</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">4 (27)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">4 (33)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">2 (40)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    3</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">3 (20)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    4</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">5 (33)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">4 (33)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">1 (20)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    6</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">1 (20)</td></tr><tr style="border-style: none;"><td headers="label" class="gt_row gt_left" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;" valign="middle" align="left">    8</td>
<td headers="stat_1" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td>
<td headers="stat_2" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">0 (0)</td>
<td headers="stat_3" class="gt_row gt_center" style="border-style: none; padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;" valign="middle" align="center">1 (20)</td></tr></tbody><tfoot style="border-style: none;"><tr class="gt_footnotes" style="border-style: none; color: #333333; background-color: #FFFFFF; border-bottom-style: none; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3;" bgcolor="#FFFFFF"><td class="gt_footnote" colspan="4" style="border-style: none; margin: 0px; font-size: 90%; padding-top: 4px; padding-bottom: 4px; padding-left: 5px; padding-right: 5px;"><span class="gt_footnote_marks" style="font-size: 75%; vertical-align: 0.4em; position: initial; white-space: nowrap; font-style: italic; font-weight: normal; line-height: 0;"><sup>1</sup></span> <span class="gt_from_md">Median (IQR); n (%)</span></td>
</tr></tfoot></table></div></div><span class="r-in"><span></span></span>
<span class="r-in"><span><span class="fu">create_baseline</span><span class="op">(</span><span class="fu"><a href="default_parsing.html">default_parsing</a></span><span class="op">(</span><span class="va">mtcars</span><span class="op">)</span>, by.var <span class="op">=</span> <span class="st">"am"</span>, add.p <span class="op">=</span> <span class="cn">FALSE</span>, add.overall <span class="op">=</span> <span class="cn">FALSE</span>, theme <span class="op">=</span> <span class="st">"lancet"</span><span class="op">)</span></span></span>
<div class="gt-table"><div id="lnrsjmqnmk" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<table class="table gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false" style="-webkit-font-smoothing: antialiased; -moz-osx-font-smoothing: grayscale; font-family: system-ui, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'; display: table; border-collapse: collapse; line-height: normal; margin-left: auto; margin-right: auto; color: #333333; font-size: 16px; font-weight: normal; font-style: normal; background-color: #FFFFFF; width: auto; border-top-style: solid; border-top-width: 2px; border-top-color: #A8A8A8; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #A8A8A8; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3;" bgcolor="#FFFFFF"><thead style="border-style: none;"><tr class="gt_col_headings" style="border-style: none; border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3;"><th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="label" style="border-style: none; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: left;" bgcolor="#FFFFFF" valign="bottom" align="left"><span class="gt_from_md"><strong style="margin-top: 0; margin-bottom: 0;">Characteristic</strong></span></th>
<th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="stat_1" style="border-style: none; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;" bgcolor="#FFFFFF" valign="bottom" align="center"><span class="gt_from_md"><strong style="margin-top: 0;">FALSE</strong><br style="margin-bottom: 0;">
N = 19</span><span class="gt_footnote_marks" style="font-size: 75%; vertical-align: 0.4em; position: initial; white-space: nowrap; font-style: italic; font-weight: normal; line-height: 0;"><sup>1</sup></span></th>
@ -237,7 +460,7 @@ N = 13</span><span class="gt_footnote_marks" style="font-size: 75%; vertical-ali
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</div>
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View file

@ -0,0 +1,281 @@
# Create a baseline table
Create a baseline table
## Usage
``` r
create_baseline(
data,
...,
by.var,
add.p = FALSE,
add.overall = FALSE,
theme = c("jama", "lancet", "nejm", "qjecon"),
detail_level = c("minimal", "extended")
)
```
## Arguments
- data:
data
- ...:
passed as fun.arg to baseline_table()
- by.var:
specify stratification variable
- add.p:
add comparison/p-value
- add.overall:
add overall column
- theme:
set table theme
- detail_level:
specify detail level. Either "minimal" or "extended".
## Value
gtsummary table list object
## Examples
``` r
mtcars |> create_baseline(by.var = "gear", add.p = "yes" == "yes")
Characteristic
```
**3**
N = 15
**4**
N = 12
**5**
N = 5
**p-value**¹
mpg, Median (IQR)
15.5 (14.3 18.7)
22.8 (21.0 28.9)
19.7 (15.8 26.0)
\<0.001
cyl, n (%)
\<0.001
    4
1 (6.7)
8 (67)
2 (40)
    6
2 (13)
4 (33)
1 (20)
    8
12 (80)
0 (0)
2 (40)
disp, Median (IQR)
318 (276 400)
131 (79 160)
145 (120 301)
\<0.001
hp, Median (IQR)
180 (150 215)
94 (66 110)
175 (113 264)
\<0.001
drat, Median (IQR)
3.08 (3.00 3.21)
3.92 (3.90 4.10)
3.77 (3.62 4.22)
\<0.001
wt, Median (IQR)
3.73 (3.44 4.07)
2.70 (2.07 3.17)
2.77 (2.14 3.17)
\<0.001
qsec, Median (IQR)
17.42 (17.02 18.00)
18.76 (18.41 19.69)
15.50 (14.60 16.70)
0.002
vs, n (%)
3 (20)
10 (83)
1 (20)
0.001
am, n (%)
0 (0)
8 (67)
5 (100)
\<0.001
carb, n (%)
0.24
    1
3 (20)
4 (33)
0 (0)
    2
4 (27)
4 (33)
2 (40)
    3
3 (20)
0 (0)
0 (0)
    4
5 (33)
4 (33)
1 (20)
    6
0 (0)
0 (0)
1 (20)
    8
0 (0)
0 (0)
1 (20)
¹ Kruskal-Wallis rank sum test; Fishers exact test
mtcars \|\> create_baseline(by.var = "gear", detail_level = "extended")
[TABLE]
mtcars \|\> create_baseline(by.var = "gear", detail_level =
"extended",type =
[list](https://rdrr.io/r/base/list.html)(gtsummary::[all_dichotomous](https://www.danieldsjoberg.com/gtsummary/reference/select_helpers.html)()
~ "categorical"),theme="nejm")
[TABLE]
create_baseline([default_parsing](https://agdamsbo.github.io/FreesearchR/reference/default_parsing.md)(mtcars),
by.var = "am", add.p = FALSE, add.overall = FALSE, theme = "lancet")
[TABLE]

View file

@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -67,7 +67,7 @@
<div class="section level2">
<h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq</a></span><span class="op">(</span><span class="fl">.1</span>, <span class="fl">1</span>, <span class="fl">.1</span><span class="op">)</span>, <span class="fl">3</span><span class="op">)</span>, <span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="fl">1</span><span class="op">:</span><span class="fl">10</span>, <span class="fl">3</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu">create_log_tics</span><span class="op">(</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.11 0.17 0.20 0.60 0.70 1.00 1.43 1.67 5.00 6.00 9.00</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.10 0.20 0.30 0.50 0.90 1.00 1.11 2.00 3.33 5.00 10.00</span>
</code></pre></div>
</div>
</main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>
@ -75,7 +75,7 @@
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</div>
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View file

@ -0,0 +1,26 @@
# Create summetric log ticks
Create summetric log ticks
## Usage
``` r
create_log_tics(data)
```
## Arguments
- data:
numeric vector
## Value
numeric vector
## Examples
``` r
c(sample(seq(.1, 1, .1), 3), sample(1:10, 3)) |> create_log_tics()
#> [1] 0.10 0.20 0.30 0.50 0.90 1.00 1.11 2.00 3.33 5.00 10.00
```

View file

@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -79,7 +79,7 @@
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
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</div>
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@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -82,7 +82,7 @@
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
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32
reference/custom_theme.md Normal file
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@ -0,0 +1,32 @@
# Custom theme based on unity
Custom theme based on unity
## Usage
``` r
custom_theme(
...,
version = 5,
primary = FreesearchR_colors("primary"),
secondary = FreesearchR_colors("secondary"),
bootswatch = "united",
base_font = bslib::font_google("Montserrat"),
heading_font = bslib::font_google("Public Sans", wght = "700"),
code_font = bslib::font_google("Open Sans"),
success = FreesearchR_colors("success"),
info = FreesearchR_colors("info"),
warning = FreesearchR_colors("warning"),
danger = FreesearchR_colors("danger")
)
```
## Arguments
- ...:
everything passed on to bslib::bs_theme()
## Value
theme list

View file

@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -38,7 +38,7 @@
<div class="row">
<main id="main" class="col-md-9"><div class="page-header">
<img src="../logo.png" class="logo" alt=""><h1>Module to Convert Numeric to Factor</h1>
<small class="dont-index">Source: <a href="https://github.com/agdamsbo/FreesearchR/blob/main/R/cut-variable-dates.R" class="external-link"><code>R/cut-variable-dates.R</code></a></small>
<small class="dont-index">Source: <a href="https://github.com/agdamsbo/FreesearchR/blob/main/R/cut-variable-ext.R" class="external-link"><code>R/cut-variable-ext.R</code></a></small>
<div class="d-none name"><code>cut-variable.Rd</code></div>
</div>
@ -107,7 +107,7 @@ like <code><a href="https://rdrr.io/pkg/shiny/man/fluidPage.html" class="externa
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
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64
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# Module to Convert Numeric to Factor
This module contain an interface to cut a numeric into several
intervals.
## Usage
``` r
cut_variable_ui(id)
cut_variable_server(id, data_r = reactive(NULL))
modal_cut_variable(
id,
title = i18n$t("Convert Numeric to Factor"),
easyClose = TRUE,
size = "l",
footer = NULL
)
```
## Arguments
- id:
Module ID.
- data_r:
A [`shiny::reactive()`](https://rdrr.io/pkg/shiny/man/reactive.html)
function returning a `data.frame`.
- title:
An optional title for the dialog.
- easyClose:
If `TRUE`, the modal dialog can be dismissed by clicking outside the
dialog box, or be pressing the Escape key. If `FALSE` (the default),
the modal dialog can't be dismissed in those ways; instead it must be
dismissed by clicking on a
[`modalButton()`](https://rdrr.io/pkg/shiny/man/modalDialog.html), or
from a call to
[`removeModal()`](https://rdrr.io/pkg/shiny/man/showModal.html) on the
server.
- size:
One of `"s"` for small, `"m"` (the default) for medium, `"l"` for
large, or `"xl"` for extra large. Note that `"xl"` only works with
Bootstrap 4 and above (to opt-in to Bootstrap 4+, pass
[`bslib::bs_theme()`](https://rstudio.github.io/bslib/reference/bs_theme.html)
to the `theme` argument of a page container like
[`fluidPage()`](https://rdrr.io/pkg/shiny/man/fluidPage.html)).
- footer:
UI for footer. Use `NULL` for no footer.
## Value
A [`shiny::reactive()`](https://rdrr.io/pkg/shiny/man/reactive.html)
function returning the data.

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<div class="row">
<main id="main" class="col-md-9"><div class="page-header">
<img src="../logo.png" class="logo" alt=""><h1>Library of cut methods with descriptions</h1>
<small class="dont-index">Source: <a href="https://github.com/agdamsbo/FreesearchR/blob/main/R/cut-variable-ext.R" class="external-link"><code>R/cut-variable-ext.R</code></a></small>
<div class="d-none name"><code>cut_methods.Rd</code></div>
</div>
<div class="ref-description section level2">
<p>Library of cut methods with descriptions</p>
</div>
<div class="section level2">
<h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">cut_methods</span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
</div>
<div class="section level2">
<h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
<p>vector</p>
</div>
</main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>
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13
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@ -0,0 +1,13 @@
# Library of cut methods with descriptions
Library of cut methods with descriptions
## Usage
``` r
cut_methods()
```
## Value
vector

View file

@ -0,0 +1,8 @@
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<head>
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@ -1,5 +1,7 @@
<!DOCTYPE html>
<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><title>Extended cutting function with fall-back to the native base::cut — cut_var • FreesearchR</title><!-- favicons --><link rel="icon" type="image/png" sizes="96x96" href="../favicon-96x96.png"><link rel="icon" type="”image/svg+xml”" href="../favicon.svg"><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" sizes="any" href="../favicon.ico"><link rel="manifest" href="../site.webmanifest"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><link href="../deps/Montserrat-0.4.10/font.css" rel="stylesheet"><link href="../deps/Public_Sans-0.4.10/font.css" rel="stylesheet"><link href="../deps/font-awesome-6.5.2/css/all.min.css" rel="stylesheet"><link href="../deps/font-awesome-6.5.2/css/v4-shims.min.css" rel="stylesheet"><script src="../deps/headroom-0.11.0/headroom.min.js"></script><script src="../deps/headroom-0.11.0/jQuery.headroom.min.js"></script><script src="../deps/bootstrap-toc-1.0.1/bootstrap-toc.min.js"></script><script src="../deps/clipboard.js-2.0.11/clipboard.min.js"></script><script src="../deps/search-1.0.0/autocomplete.jquery.min.js"></script><script src="../deps/search-1.0.0/fuse.min.js"></script><script src="../deps/search-1.0.0/mark.min.js"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><meta property="og:title" content="Extended cutting function with fall-back to the native base::cut — cut_var"><meta name="description" content="Extended cutting function with fall-back to the native base::cut"><meta property="og:description" content="Extended cutting function with fall-back to the native base::cut"><meta property="og:image" content="https://agdamsbo.github.io/FreesearchR/logo.png"><script defer src="https://stats.freesearchr.org/script.js" data-website-id="85bfd1e8-2cbe-4a4a-aa34-1dfb2960905b"></script></head><body>
<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><title>Extended cutting function with fall-back to the native base::cut — cut_var • FreesearchR</title><!-- favicons --><link rel="icon" type="image/png" sizes="96x96" href="../favicon-96x96.png"><link rel="icon" type="”image/svg+xml”" href="../favicon.svg"><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" sizes="any" href="../favicon.ico"><link rel="manifest" href="../site.webmanifest"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><link href="../deps/Montserrat-0.4.10/font.css" rel="stylesheet"><link href="../deps/Public_Sans-0.4.10/font.css" rel="stylesheet"><link href="../deps/font-awesome-6.5.2/css/all.min.css" rel="stylesheet"><link href="../deps/font-awesome-6.5.2/css/v4-shims.min.css" rel="stylesheet"><script src="../deps/headroom-0.11.0/headroom.min.js"></script><script src="../deps/headroom-0.11.0/jQuery.headroom.min.js"></script><script src="../deps/bootstrap-toc-1.0.1/bootstrap-toc.min.js"></script><script src="../deps/clipboard.js-2.0.11/clipboard.min.js"></script><script src="../deps/search-1.0.0/autocomplete.jquery.min.js"></script><script src="../deps/search-1.0.0/fuse.min.js"></script><script src="../deps/search-1.0.0/mark.min.js"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><meta property="og:title" content="Extended cutting function with fall-back to the native base::cut — cut_var"><meta name="description" content="Extended cutting function with fall-back to the native base::cut
Simplify a factor to only the top or bottom n levels"><meta property="og:description" content="Extended cutting function with fall-back to the native base::cut
Simplify a factor to only the top or bottom n levels"><meta property="og:image" content="https://agdamsbo.github.io/FreesearchR/logo.png"><script defer src="https://stats.freesearchr.org/script.js" data-website-id="85bfd1e8-2cbe-4a4a-aa34-1dfb2960905b"></script></head><body>
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@ -7,7 +9,7 @@
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.11.2</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -38,12 +40,13 @@
<div class="row">
<main id="main" class="col-md-9"><div class="page-header">
<img src="../logo.png" class="logo" alt=""><h1>Extended cutting function with fall-back to the native base::cut</h1>
<small class="dont-index">Source: <a href="https://github.com/agdamsbo/FreesearchR/blob/main/R/cut-variable-dates.R" class="external-link"><code>R/cut-variable-dates.R</code></a></small>
<small class="dont-index">Source: <a href="https://github.com/agdamsbo/FreesearchR/blob/main/R/cut_var.R" class="external-link"><code>R/cut_var.R</code></a></small>
<div class="d-none name"><code>cut_var.Rd</code></div>
</div>
<div class="ref-description section level2">
<p>Extended cutting function with fall-back to the native base::cut</p>
<p>Simplify a factor to only the top or bottom n levels</p>
</div>
<div class="section level2">
@ -77,7 +80,10 @@
<span><span class="op">)</span></span>
<span></span>
<span><span class="co"># S3 method for class 'Date'</span></span>
<span><span class="fu">cut_var</span><span class="op">(</span><span class="va">x</span>, breaks <span class="op">=</span> <span class="cn">NULL</span>, start.on.monday <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div>
<span><span class="fu">cut_var</span><span class="op">(</span><span class="va">x</span>, breaks <span class="op">=</span> <span class="cn">NULL</span>, start.on.monday <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span></span>
<span></span>
<span><span class="co"># S3 method for class 'factor'</span></span>
<span><span class="fu">cut_var</span><span class="op">(</span><span class="va">x</span>, breaks <span class="op">=</span> <span class="cn">NULL</span>, type <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"top"</span>, <span class="st">"bottom"</span><span class="op">)</span>, other <span class="op">=</span> <span class="st">"Other"</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div>
</div>
<div class="section level2">
@ -91,10 +97,15 @@
<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
<dd><p>passed on</p></dd>
<dt id="arg-type">type<a class="anchor" aria-label="anchor" href="#arg-type"></a></dt>
<dd></dd>
</dl></div>
<div class="section level2">
<h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
<p>factor</p>
<p>factor</p>
</div>
<div class="section level2">
@ -150,9 +161,9 @@
<span class="r-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in cut.POSIXt(x, ...):</span> invalid specification of 'breaks'</span>
<span class="r-in"><span><span class="fu">readr</span><span class="fu">::</span><span class="fu"><a href="https://readr.tidyverse.org/reference/parse_datetime.html" class="external-link">parse_datetime</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"1992-02-01 01:00:20"</span>, <span class="st">"1992-02-06 03:00:20"</span>, <span class="st">"1992-05-01 01:20:20"</span>, <span class="st">"1992-09-01 08:20:20"</span>, <span class="st">"1999-02-01 21:20:20"</span>, <span class="st">"1992-12-01 03:02:20"</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu">cut_var</span><span class="op">(</span>breaks <span class="op">=</span> <span class="st">"month_only"</span><span class="op">)</span></span></span>
<span class="r-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in cut.POSIXt(x, ...):</span> invalid specification of 'breaks'</span>
<span class="r-in"><span><span class="fu">readr</span><span class="fu">::</span><span class="fu"><a href="https://readr.tidyverse.org/reference/parse_datetime.html" class="external-link">parse_datetime</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"1992-02-01 01:00:20"</span>, <span class="st">"1992-02-06 03:00:20"</span>, <span class="st">"1992-05-01 01:20:20"</span>, <span class="st">"1992-09-01 08:20:20"</span>, <span class="st">"1999-02-01 21:20:20"</span>, <span class="st">"1992-12-01 03:02:20"</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu">cut_var</span><span class="op">(</span>breaks<span class="op">=</span><span class="cn">NULL</span>,format <span class="op">=</span> <span class="st">"%A-%H"</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="fu">readr</span><span class="fu">::</span><span class="fu"><a href="https://readr.tidyverse.org/reference/parse_datetime.html" class="external-link">parse_datetime</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"1992-02-01 01:00:20"</span>, <span class="st">"1992-02-06 03:00:20"</span>, <span class="st">"1992-05-01 01:20:20"</span>, <span class="st">"1992-09-01 08:20:20"</span>, <span class="st">"1999-02-01 21:20:20"</span>, <span class="st">"1992-12-01 03:02:20"</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu">cut_var</span><span class="op">(</span>breaks <span class="op">=</span> <span class="cn">NULL</span>, format <span class="op">=</span> <span class="st">"%A-%H"</span><span class="op">)</span></span></span>
<span class="r-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in cut.POSIXt(x, ...):</span> invalid specification of 'breaks'</span>
<span class="r-in"><span><span class="fu">readr</span><span class="fu">::</span><span class="fu"><a href="https://readr.tidyverse.org/reference/parse_datetime.html" class="external-link">parse_datetime</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"1992-02-01 01:00:20"</span>, <span class="st">"1992-02-06 03:00:20"</span>, <span class="st">"1992-05-01 01:20:20"</span>, <span class="st">"1992-09-01 08:20:20"</span>, <span class="st">"1999-02-01 21:20:20"</span>, <span class="st">"1992-12-01 03:02:20"</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu">cut_var</span><span class="op">(</span>breaks<span class="op">=</span><span class="cn">NULL</span>,format <span class="op">=</span> <span class="st">"%W"</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="fu">readr</span><span class="fu">::</span><span class="fu"><a href="https://readr.tidyverse.org/reference/parse_datetime.html" class="external-link">parse_datetime</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"1992-02-01 01:00:20"</span>, <span class="st">"1992-02-06 03:00:20"</span>, <span class="st">"1992-05-01 01:20:20"</span>, <span class="st">"1992-09-01 08:20:20"</span>, <span class="st">"1999-02-01 21:20:20"</span>, <span class="st">"1992-12-01 03:02:20"</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu">cut_var</span><span class="op">(</span>breaks <span class="op">=</span> <span class="cn">NULL</span>, format <span class="op">=</span> <span class="st">"%W"</span><span class="op">)</span></span></span>
<span class="r-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in cut.POSIXt(x, ...):</span> invalid specification of 'breaks'</span>
<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/as.Date.html" class="external-link">as.Date</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"1992-02-01 01:00:20"</span>, <span class="st">"1992-02-06 03:00:20"</span>, <span class="st">"1992-05-01 01:20:20"</span>, <span class="st">"1992-09-01 08:20:20"</span>, <span class="st">"1999-02-01 21:20:20"</span>, <span class="st">"1992-12-01 03:02:20"</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu">cut_var</span><span class="op">(</span><span class="fl">2</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 1992-02-01 1992-02-01 1992-02-01 1992-02-01 1999-02-01 1992-02-01</span>
@ -161,6 +172,21 @@
<span class="r-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in cut.Date(x, ...):</span> invalid specification of 'breaks'</span>
<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/as.Date.html" class="external-link">as.Date</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"1992-02-01 01:00:20"</span>, <span class="st">"1992-02-06 03:00:20"</span>, <span class="st">"1992-05-01 01:20:20"</span>, <span class="st">"1992-09-01 08:20:20"</span>, <span class="st">"1999-02-01 21:20:20"</span>, <span class="st">"1992-12-01 03:02:20"</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu">cut_var</span><span class="op">(</span>format <span class="op">=</span> <span class="st">"%W"</span><span class="op">)</span></span></span>
<span class="r-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in cut.Date(x, ...):</span> argument "breaks" is missing, with no default</span>
<span class="r-in"><span><span class="va">mtcars</span><span class="op">$</span><span class="va">carb</span> <span class="op">|&gt;</span></span></span>
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/factor.html" class="external-link">as.factor</a></span><span class="op">(</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
<span class="r-in"><span> <span class="fu">cut_var</span><span class="op">(</span><span class="fl">2</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/table.html" class="external-link">table</a></span><span class="op">(</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 4 Other </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 10 12 </span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">mtcars</span><span class="op">$</span><span class="va">carb</span> <span class="op">|&gt;</span></span></span>
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/factor.html" class="external-link">as.factor</a></span><span class="op">(</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
<span class="r-in"><span> <span class="fu">cut_var</span><span class="op">(</span><span class="fl">20</span>, <span class="st">"bottom"</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/table.html" class="external-link">table</a></span><span class="op">(</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 4 1 Other </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 10 7 5 </span>
</code></pre></div>
</div>
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@ -168,7 +194,7 @@
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143
reference/cut_var.md Normal file
View file

@ -0,0 +1,143 @@
# Extended cutting function with fall-back to the native base::cut
Extended cutting function with fall-back to the native base::cut
Simplify a factor to only the top or bottom n levels
## Usage
``` r
cut_var(x, ...)
# Default S3 method
cut_var(x, ...)
# S3 method for class 'hms'
cut_var(x, breaks, ...)
# S3 method for class 'POSIXt'
cut_var(
x,
breaks,
right = FALSE,
include.lowest = TRUE,
start.on.monday = TRUE,
...
)
# S3 method for class 'POSIXct'
cut_var(
x,
breaks,
right = FALSE,
include.lowest = TRUE,
start.on.monday = TRUE,
...
)
# S3 method for class 'Date'
cut_var(x, breaks = NULL, start.on.monday = TRUE, ...)
# S3 method for class 'factor'
cut_var(x, breaks = NULL, type = c("top", "bottom"), other = "Other", ...)
```
## Arguments
- x:
an object inheriting from class "POSIXct"
- ...:
passed on
- type:
## Value
factor
factor
## Examples
``` r
readr::parse_time(c("01:00:20", "03:00:20", "01:20:20", "08:20:20", "21:20:20", "03:02:20")) |> cut_var(2)
#> [1] 01:00:20 01:00:20 01:00:20 03:01:20 <NA> 03:01:20
#> attr(,"brks")
#> 01:00:20
#> 03:01:20
#> 21:20:20
#> Levels: 01:00:20 03:01:20
readr::parse_time(c("01:00:20", "03:00:20", "01:20:20", "08:20:20", "21:20:20", "03:02:20")) |> cut_var("min")
#> [1] 01:00:00 03:00:00 01:20:00 08:20:00 21:20:00 03:02:00
#> attr(,"brks")
#> 01:00:00
#> 01:20:00
#> 03:00:00
#> 03:02:00
#> 08:20:00
#> 21:20:00
#> 21:20:20
#> Levels: 01:00:00 01:20:00 03:00:00 03:02:00 08:20:00 21:20:00
readr::parse_time(c("01:00:20", "03:00:20", "01:20:20", "08:20:20", "21:20:20", "03:02:20")) |> cut_var(breaks = "hour")
#> [1] 01:00:00 03:00:00 01:00:00 08:00:00 21:00:00 03:00:00
#> attr(,"brks")
#> 01:00:00
#> 03:00:00
#> 08:00:00
#> 21:00:00
#> 21:20:20
#> Levels: 01:00:00 03:00:00 08:00:00 21:00:00
readr::parse_time(c("01:00:20", "03:00:20", "01:20:20", "08:20:20", "21:20:20", "03:02:20")) |> cut_var(breaks = hms::as_hms(c("01:00:00", "03:01:20", "9:20:20")))
#> [1] 01:00:00 01:00:00 01:00:00 03:01:20 <NA> 03:01:20
#> attr(,"brks")
#> 01:00:00
#> 03:01:20
#> 09:20:20
#> Levels: 01:00:00 03:01:20
d_t <- readr::parse_time(c("01:00:20", "03:00:20", "01:20:20", "03:02:20", NA))
f <- d_t |> cut_var(2)
readr::parse_time(c("01:00:20", "03:00:20", "01:20:20", "03:02:20", NA)) |> cut_var(breaks = lubridate::as_datetime(c(hms::as_hms(levels(f)), hms::as_hms(max(d_t, na.rm = TRUE) + 1))), right = FALSE)
#> [1] 01:00:20 02:10:20 01:00:20 02:10:20 <NA>
#> attr(,"brks")
#> 01:00:20
#> 02:10:20
#> 03:02:21
#> Levels: 01:00:20 02:10:20
readr::parse_datetime(c("1992-02-01 01:00:20", "1992-02-06 03:00:20", "1992-05-01 01:20:20", "1992-09-01 08:20:20", "1999-02-01 21:20:20", "1992-12-01 03:02:20")) |> cut_var(2)
#> [1] 1992-02-01 01:00:20 1992-02-01 01:00:20 1992-02-01 01:00:20
#> [4] 1992-02-01 01:00:20 1999-02-01 21:20:20 1992-02-01 01:00:20
#> Levels: 1992-02-01 01:00:20 1999-02-01 21:20:20
readr::parse_datetime(c("1992-02-01 01:00:20", "1992-02-06 03:00:20", "1992-05-01 01:20:20", "1992-09-01 08:20:20", "1999-02-01 21:20:20", "1992-12-01 03:02:20")) |> cut_var(breaks = "weekday")
#> Error in cut.POSIXt(x, ...): invalid specification of 'breaks'
readr::parse_datetime(c("1992-02-01 01:00:20", "1992-02-06 03:00:20", "1992-05-01 01:20:20", "1992-09-01 08:20:20", "1999-02-01 21:20:20", "1992-12-01 03:02:20")) |> cut_var(breaks = "month_only")
#> Error in cut.POSIXt(x, ...): invalid specification of 'breaks'
readr::parse_datetime(c("1992-02-01 01:00:20", "1992-02-06 03:00:20", "1992-05-01 01:20:20", "1992-09-01 08:20:20", "1999-02-01 21:20:20", "1992-12-01 03:02:20")) |> cut_var(breaks = NULL, format = "%A-%H")
#> Error in cut.POSIXt(x, ...): invalid specification of 'breaks'
readr::parse_datetime(c("1992-02-01 01:00:20", "1992-02-06 03:00:20", "1992-05-01 01:20:20", "1992-09-01 08:20:20", "1999-02-01 21:20:20", "1992-12-01 03:02:20")) |> cut_var(breaks = NULL, format = "%W")
#> Error in cut.POSIXt(x, ...): invalid specification of 'breaks'
as.Date(c("1992-02-01 01:00:20", "1992-02-06 03:00:20", "1992-05-01 01:20:20", "1992-09-01 08:20:20", "1999-02-01 21:20:20", "1992-12-01 03:02:20")) |> cut_var(2)
#> [1] 1992-02-01 1992-02-01 1992-02-01 1992-02-01 1999-02-01 1992-02-01
#> Levels: 1992-02-01 1999-02-01
as.Date(c("1992-02-01 01:00:20", "1992-02-06 03:00:20", "1992-05-01 01:20:20", "1992-09-01 08:20:20", "1999-02-01 21:20:20", "1992-12-01 03:02:20")) |> cut_var(breaks = "weekday")
#> Error in cut.Date(x, ...): invalid specification of 'breaks'
as.Date(c("1992-02-01 01:00:20", "1992-02-06 03:00:20", "1992-05-01 01:20:20", "1992-09-01 08:20:20", "1999-02-01 21:20:20", "1992-12-01 03:02:20")) |> cut_var(format = "%W")
#> Error in cut.Date(x, ...): argument "breaks" is missing, with no default
mtcars$carb |>
as.factor() |>
cut_var(2) |>
table()
#>
#> 2 4 Other
#> 10 10 12
mtcars$carb |>
as.factor() |>
cut_var(20, "bottom") |>
table()
#>
#> 2 4 1 Other
#> 10 10 7 5
```

View file

@ -7,7 +7,7 @@
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@ -110,7 +110,7 @@
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@ -0,0 +1,61 @@
# Data correlations evaluation module
Data correlations evaluation module
## Usage
``` r
data_correlations_ui(id, ...)
data_correlations_server(
id,
data,
include.class = NULL,
cutoff = 0.7,
warning_str =
i18n$t("The following variable pairs are highly correlated: {sentence_paste(.x,and_str)}.\nConsider excluding one {more}from the dataset to ensure variables are independent."),
warning_no_str = i18n$t("No variables have a correlation measure above the threshold."),
and_str = i18n$t("and"),
...
)
```
## Arguments
- id:
id
- ...:
arguments passed to toastui::datagrid
- data:
data
- include.class:
character vector of classes to include. Default is NULL
- cutoff:
numeric
- warning_str:
Character string. Exposed to allow dynamic translations
- warning_no_str:
Character string. Exposed to allow dynamic translations
- and_strCharacter:
string. Exposed to allow dynamic translations
## Value
Shiny ui module
shiny server module

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@ -1,7 +1,5 @@
<!DOCTYPE html>
<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><title>Data correlations evaluation module — data-missings • FreesearchR</title><!-- favicons --><link rel="icon" type="image/png" sizes="96x96" href="../favicon-96x96.png"><link rel="icon" type="”image/svg+xml”" href="../favicon.svg"><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" sizes="any" href="../favicon.ico"><link rel="manifest" href="../site.webmanifest"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><link href="../deps/Montserrat-0.4.10/font.css" rel="stylesheet"><link href="../deps/Public_Sans-0.4.10/font.css" rel="stylesheet"><link href="../deps/font-awesome-6.5.2/css/all.min.css" rel="stylesheet"><link href="../deps/font-awesome-6.5.2/css/v4-shims.min.css" rel="stylesheet"><script src="../deps/headroom-0.11.0/headroom.min.js"></script><script src="../deps/headroom-0.11.0/jQuery.headroom.min.js"></script><script src="../deps/bootstrap-toc-1.0.1/bootstrap-toc.min.js"></script><script src="../deps/clipboard.js-2.0.11/clipboard.min.js"></script><script src="../deps/search-1.0.0/autocomplete.jquery.min.js"></script><script src="../deps/search-1.0.0/fuse.min.js"></script><script src="../deps/search-1.0.0/mark.min.js"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><meta property="og:title" content="Data correlations evaluation module — data-missings"><meta name="description" content="Data correlations evaluation module
Data correlations evaluation module"><meta property="og:description" content="Data correlations evaluation module
Data correlations evaluation module"><meta property="og:image" content="https://agdamsbo.github.io/FreesearchR/logo.png"><script defer src="https://stats.freesearchr.org/script.js" data-website-id="85bfd1e8-2cbe-4a4a-aa34-1dfb2960905b"></script></head><body>
<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><title>Data correlations evaluation module — data-missings • FreesearchR</title><!-- favicons --><link rel="icon" type="image/png" sizes="96x96" href="../favicon-96x96.png"><link rel="icon" type="”image/svg+xml”" href="../favicon.svg"><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" sizes="any" href="../favicon.ico"><link rel="manifest" href="../site.webmanifest"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><link href="../deps/Montserrat-0.4.10/font.css" rel="stylesheet"><link href="../deps/Public_Sans-0.4.10/font.css" rel="stylesheet"><link href="../deps/font-awesome-6.5.2/css/all.min.css" rel="stylesheet"><link href="../deps/font-awesome-6.5.2/css/v4-shims.min.css" rel="stylesheet"><script src="../deps/headroom-0.11.0/headroom.min.js"></script><script src="../deps/headroom-0.11.0/jQuery.headroom.min.js"></script><script src="../deps/bootstrap-toc-1.0.1/bootstrap-toc.min.js"></script><script src="../deps/clipboard.js-2.0.11/clipboard.min.js"></script><script src="../deps/search-1.0.0/autocomplete.jquery.min.js"></script><script src="../deps/search-1.0.0/fuse.min.js"></script><script src="../deps/search-1.0.0/mark.min.js"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><meta property="og:title" content="Data correlations evaluation module — data-missings"><meta name="description" content="Data correlations evaluation module"><meta property="og:description" content="Data correlations evaluation module"><meta property="og:image" content="https://agdamsbo.github.io/FreesearchR/logo.png"><script defer src="https://stats.freesearchr.org/script.js" data-website-id="85bfd1e8-2cbe-4a4a-aa34-1dfb2960905b"></script></head><body>
<a href="#main" class="visually-hidden-focusable">Skip to contents</a>
@ -9,7 +7,7 @@ Data correlations evaluation module"><meta property="og:image" content="https://
<a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.9.2</small>
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@ -40,22 +38,19 @@ Data correlations evaluation module"><meta property="og:image" content="https://
<div class="row">
<main id="main" class="col-md-9"><div class="page-header">
<img src="../logo.png" class="logo" alt=""><h1>Data correlations evaluation module</h1>
<small class="dont-index">Source: <a href="https://github.com/agdamsbo/FreesearchR/blob/main/R/missings-module.R" class="external-link"><code>R/missings-module.R</code></a>, <a href="https://github.com/agdamsbo/FreesearchR/blob/main/R/visual_summary.R" class="external-link"><code>R/visual_summary.R</code></a></small>
<small class="dont-index">Source: <a href="https://github.com/agdamsbo/FreesearchR/blob/main/R/missings-module.R" class="external-link"><code>R/missings-module.R</code></a></small>
<div class="d-none name"><code>data-missings.Rd</code></div>
</div>
<div class="ref-description section level2">
<p>Data correlations evaluation module</p>
<p>Data correlations evaluation module</p>
</div>
<div class="section level2">
<h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">data_missings_ui</span><span class="op">(</span><span class="va">id</span><span class="op">)</span></span>
<span></span>
<span><span class="fu">data_missings_server</span><span class="op">(</span><span class="va">id</span>, <span class="va">data</span>, <span class="va">variable</span>, <span class="va">...</span><span class="op">)</span></span>
<span></span>
<span><span class="fu">visual_summary_ui</span><span class="op">(</span><span class="va">id</span><span class="op">)</span></span></code></pre></div>
<span><span class="fu">data_missings_server</span><span class="op">(</span><span class="va">id</span>, <span class="va">data</span>, <span class="va">variable</span>, max_level <span class="op">=</span> <span class="fl">20</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div>
</div>
<div class="section level2">
@ -78,7 +73,6 @@ Data correlations evaluation module"><meta property="og:image" content="https://
<h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
<p>Shiny ui module</p>
<p>shiny server module</p>
<p>Shiny ui module</p>
</div>
</main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>
@ -86,7 +80,7 @@ Data correlations evaluation module"><meta property="og:image" content="https://
<footer><div class="pkgdown-footer-left">
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
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</div>
<div class="pkgdown-footer-right">

View file

@ -0,0 +1,31 @@
# Data correlations evaluation module
Data correlations evaluation module
## Usage
``` r
data_missings_ui(id)
data_missings_server(id, data, variable, max_level = 20, ...)
```
## Arguments
- id:
Module id
- data:
data
- output.format:
output format
## Value
Shiny ui module
shiny server module

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