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<title>A free and open-source browser based data analysis tool for researchers with publication ready output • FreesearchR</title>
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<meta property="og:title" content="A free and open-source browser based data analysis tool for researchers with publication ready output">
<meta name="description" content="Easily evaluate and analysis clinical health data in your browser on a server or on your own device. Import data from multiple sources, summarise, modify and visualise data and export key metrics and regression analysis results in a publication ready format.">
<meta property="og:description" content="Easily evaluate and analysis clinical health data in your browser on a server or on your own device. Import data from multiple sources, summarise, modify and visualise data and export key metrics and regression analysis results in a publication ready format.">
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<img src="logo.png" class="logo" alt=""><h1 id="freesearchr-">FreesearchR
<a class="anchor" aria-label="anchor" href="#freesearchr-"></a>
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<p>The <a href="https://app.freesearchr.org" class="external-link"><strong><em>FreesearchR</em></strong></a> 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.</p>
<p><a href="https://app.freesearchr.org" class="external-link"><strong><em>FreesearchR</em></strong></a> is free and open-source, and is <a href="https://app.freesearchr.org" class="external-link">accessible in your web browser through this link</a>. The app can also run locally, please <a href="#run-locally-on-your-own-machine-sec-run-locally">see below</a>.</p>
<p>All feedback is welcome and can be shared as a GitHub issue. Any suggestions on collaboration is much welcomed. Please reach out!</p>
<div class="float">
<img src="./reference/figures/demo.gif" alt="FreesearchR demo"><div class="figcaption">FreesearchR demo</div>
</div>
<div class="section level2">
<h2 id="motivation">Motivation<a class="anchor" aria-label="anchor" href="#motivation"></a>
</h2>
<p>This app has the following simple goals:</p>
<ol style="list-style-type: decimal">
<li><p>help the health clinician getting an overview of data in quality improvement projects and clinical research</p></li>
<li><p>help learners get a good start analysing data and coding in <em>R</em></p></li>
<li><p>ease quick data overview and basic visualisations for any clinical researcher</p></li>
</ol>
</div>
<div class="section level2">
<h2 id="run-locally-on-your-own-machine">Run locally on your own machine<a class="anchor" aria-label="anchor" href="#run-locally-on-your-own-machine"></a>
</h2>
<p>The <strong><em>FreesearchR</em></strong> app can also run on your own machine with no data transmitted anywhere. Blow are the available options.</p>
<div class="section level3">
<h3 id="run-from-r-or-rstduio">Run from R (or RStduio)<a class="anchor" aria-label="anchor" href="#run-from-r-or-rstduio"></a>
</h3>
<p>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.</p>
<p>Any data available in the your R session will be available to the FreesearchR app. Just follow the below steps to get going:</p>
<ol style="list-style-type: decimal">
<li><p><strong>Requirement:</strong> You need to have <a href="https://www.r-project.org/" class="external-link"><em>R</em> installed</a> and possibly an editor like <a href="https://posit.co/download/rstudio-desktop/" class="external-link">RStudio</a>.</p></li>
<li>
<p>Then open the <em>R</em> console and copy/paste the following code, that will install the <a href="https://devtools.r-lib.org/" class="external-link">devtools</a> package and then the <a href="https://github.com/agdamsbo/FreesearchR" class="external-link">FreesearchR</a> <em>R</em>-package with its dependencies:</p>
<pre><code><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://devtools.r-lib.org/" class="external-link">"devtools"</a></span><span class="op">)</span></span>
<span><span class="fu">devtools</span><span class="fu">::</span><span class="fu"><a href="https://remotes.r-lib.org/reference/install_github.html" class="external-link">install_github</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="co"># By loading mtcars to the environment, it will be available</span></span>
<span><span class="co"># in the interface like any other data.frame</span></span>
<span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">mtcars</span><span class="op">)</span></span>
<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>
</li>
</ol>
</div>
<div class="section level3">
<h3 id="running-with-docker-compose">Running with docker compose<a class="anchor" aria-label="anchor" href="#running-with-docker-compose"></a>
</h3>
<p>For advanced users, wanting to deploy the FreesearchR app to run anywhere, a docker image is available.</p>
<p>Below is the minimal <code>docker_compose.yml</code> file:</p>
<pre><code><span><span class="va">services</span><span class="op">:</span></span>
<span> <span class="va">freesearchr</span><span class="op">:</span></span>
<span> <span class="va">image</span><span class="op">:</span> <span class="va">ghcr.io</span><span class="op">/</span><span class="va">agdamsbo</span><span class="op">/</span><span class="va">freesearchr</span><span class="op">:</span><span class="va">latest</span></span>
<span> <span class="va">ports</span><span class="op">:</span></span>
<span> <span class="op">-</span> <span class="st">'3838:3838'</span></span>
<span> <span class="va">restart</span><span class="op">:</span> <span class="va">on</span><span class="op">-</span><span class="va">failure</span></span></code></pre>
</div>
</div>
<div class="section level2">
<h2 id="code-of-conduct">Code of Conduct<a class="anchor" aria-label="anchor" href="#code-of-conduct"></a>
</h2>
<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="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><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>
<li><p><a href="https://biogen-inc.github.io/IDEAFilter/" class="external-link">IDEAfilter</a>: a visually appealing data filter function based on the <a href="https://github.com/dgkf/shinyDataFilter" class="external-link">{shinyDataFilter}</a>.</p></li>
</ul>
<p>This project was all written by a human and not by any AI-based tools.</p>
<p>The online <strong><em>FreesearchR</em></strong> app contains a tracking script, transmitting minimal data on usage. No uploaded data is transmitted anywhere. Have a look at the <a href="https://analytics.gdamsbo.dk/share/2i4BNpMcDMB9lJvF/agdamsbo.shinyapps.io" class="external-link">tracking data here</a>. No tracking data is sent running the app locally (see above).</p>
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<h2 data-toc-skip>Links</h2>
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<li><a href="https://github.com/agdamsbo/FreesearchR/" class="external-link">Browse source code</a></li>
<li><a href="https://github.com/agdamsbo/FreesearchR/issues" class="external-link">Report a bug</a></li>
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<h2 data-toc-skip>License</h2>
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<li><a href="LICENSE.html">Full license</a></li>
<li><small>AGPL (&gt;= 3)</small></li>
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<h2 data-toc-skip>Community</h2>
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<li><a href="CODE_OF_CONDUCT.html">Code of conduct</a></li>
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<h2 data-toc-skip>Citation</h2>
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<li><a href="authors.html#citation">Citing FreesearchR</a></li>
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<h2 data-toc-skip>Developers</h2>
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<li>Andreas Gammelgaard Damsbo <br><small class="roles"> Author, maintainer </small> <a href="https://orcid.org/0000-0002-7559-1154" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a> </li>
<li><a href="authors.html">More about authors...</a></li>
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<h2 data-toc-skip>Dev status</h2>
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<li><a href="https://lifecycle.r-lib.org/articles/stages.html#experimental" class="external-link"><img src="https://img.shields.io/badge/lifecycle-experimental-orange.svg" alt="Lifecycle: experimental"></a></li>
<li><a href="https://doi.org/10.5281/zenodo.14527429" class="external-link"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.14527429.svg" alt="DOI"></a></li>
<li><a href="https://github.com/agdamsbo/FreesearchR/actions/workflows/rhub.yaml" class="external-link"><img src="https://github.com/agdamsbo/FreesearchR/actions/workflows/rhub.yaml/badge.svg" alt="rhub"></a></li>
<li><a href="https://agdamsbo.shinyapps.io/FreesearchR/" class="external-link"><img src="https://img.shields.io/badge/Shiny-shinyapps.io-blue?style=flat&amp;labelColor=white&amp;logo=RStudio&amp;logoColor=blue" alt="FreesearchR"></a></li>
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