freesearchr

A free and open-source browser based data exploration and analysis tool for clinicians and researchers with publication ready output

https://github.com/agdamsbo/freesearchr

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 3 DOI reference(s) in README
  • Academic publication links
    Links to: zenodo.org
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (16.2%) to scientific vocabulary
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A free and open-source browser based data exploration and analysis tool for clinicians and researchers with publication ready output

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Created over 1 year ago · Last pushed 6 months ago
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README.md

FreesearchR FreesearchR website

Lifecycle: experimental DOI rhub FreesearchR <!-- badges: end -->

The FreesearchR 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 is free and open-source, and is accessible in your web browser through this link. The app can also run locally, please see below.

All feedback is welcome and can be shared as a GitHub issue. Any suggestions on collaboration is much welcomed. Please reach out!

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 and possibly an editor like RStudio.

  2. Then open the R console and copy/paste the following code, that will install the {devtools} package and then the {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. By contributing to this project, you agree to abide by its terms.

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:

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. No tracking data is sent running the app locally (see above).

Owner

  • Name: Andreas Gammelgaard Damsbo
  • Login: agdamsbo
  • Kind: user
  • Location: Aarhus, Denmark

MD, clinical researcher, opensource-enthusiast.

Citation (CITATION.cff)

# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# --------------------------------------------
 
cff-version: 1.2.0
message: 'To cite package "FreesearchR" in publications use:'
type: software
license: AGPL-3.0-or-later
title: 'FreesearchR: A free and open-source browser based data analysis tool for researchers
  with publication ready output'
version: 25.8.2
doi: 10.5281/zenodo.14527429
identifiers:
- type: url
  value: https://app.FreesearchR.org/
abstract: 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.
authors:
- family-names: Damsbo
  given-names: Andreas Gammelgaard
  email: agdamsbo@clin.au.dk
  orcid: https://orcid.org/0000-0002-7559-1154
repository-code: https://github.com/agdamsbo/FreesearchR
url: https://agdamsbo.github.io/FreesearchR/index.html
contact:
- family-names: Damsbo
  given-names: Andreas Gammelgaard
  email: agdamsbo@clin.au.dk
  orcid: https://orcid.org/0000-0002-7559-1154
references:
- type: software
  title: assertthat
  abstract: 'assertthat: Easy Pre and Post Assertions'
  notes: Imports
  repository: https://CRAN.R-project.org/package=assertthat
  authors:
  - family-names: Wickham
    given-names: Hadley
    email: hadley@rstudio.com
  year: '2025'
  doi: 10.32614/CRAN.package.assertthat
- type: software
  title: bslib
  abstract: 'bslib: Custom ''Bootstrap'' ''Sass'' Themes for ''shiny'' and ''rmarkdown'''
  notes: Imports
  url: https://rstudio.github.io/bslib/
  repository: https://CRAN.R-project.org/package=bslib
  authors:
  - family-names: Sievert
    given-names: Carson
    email: carson@posit.co
    orcid: https://orcid.org/0000-0002-4958-2844
  - family-names: Cheng
    given-names: Joe
    email: joe@posit.co
  - family-names: Aden-Buie
    given-names: Garrick
    email: garrick@posit.co
    orcid: https://orcid.org/0000-0002-7111-0077
  year: '2025'
  doi: 10.32614/CRAN.package.bslib
- type: software
  title: dplyr
  abstract: 'dplyr: A Grammar of Data Manipulation'
  notes: Imports
  url: https://dplyr.tidyverse.org
  repository: https://CRAN.R-project.org/package=dplyr
  authors:
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
    orcid: https://orcid.org/0000-0003-4757-117X
  - family-names: François
    given-names: Romain
    orcid: https://orcid.org/0000-0002-2444-4226
  - family-names: Henry
    given-names: Lionel
  - family-names: Müller
    given-names: Kirill
    orcid: https://orcid.org/0000-0002-1416-3412
  - family-names: Vaughan
    given-names: Davis
    email: davis@posit.co
    orcid: https://orcid.org/0000-0003-4777-038X
  year: '2025'
  doi: 10.32614/CRAN.package.dplyr
- type: software
  title: glue
  abstract: 'glue: Interpreted String Literals'
  notes: Imports
  url: https://glue.tidyverse.org/
  repository: https://CRAN.R-project.org/package=glue
  authors:
  - family-names: Hester
    given-names: Jim
    orcid: https://orcid.org/0000-0002-2739-7082
  - family-names: Bryan
    given-names: Jennifer
    email: jenny@posit.co
    orcid: https://orcid.org/0000-0002-6983-2759
  year: '2025'
  doi: 10.32614/CRAN.package.glue
- type: software
  title: gtsummary
  abstract: 'gtsummary: Presentation-Ready Data Summary and Analytic Result Tables'
  notes: Imports
  url: https://www.danieldsjoberg.com/gtsummary/
  repository: https://CRAN.R-project.org/package=gtsummary
  authors:
  - family-names: Sjoberg
    given-names: Daniel D.
    email: danield.sjoberg@gmail.com
    orcid: https://orcid.org/0000-0003-0862-2018
  - family-names: Larmarange
    given-names: Joseph
    orcid: https://orcid.org/0000-0001-7097-700X
  - family-names: Curry
    given-names: Michael
    orcid: https://orcid.org/0000-0002-0261-4044
  - family-names: Rua
    given-names: Emily
    name-particle: de la
    orcid: https://orcid.org/0009-0000-8738-5561
  - family-names: Lavery
    given-names: Jessica
    orcid: https://orcid.org/0000-0002-2746-5647
  - family-names: Whiting
    given-names: Karissa
    orcid: https://orcid.org/0000-0002-4683-1868
  - family-names: Zabor
    given-names: Emily C.
    orcid: https://orcid.org/0000-0002-1402-4498
  year: '2025'
  doi: 10.32614/CRAN.package.gtsummary
- type: software
  title: here
  abstract: 'here: A Simpler Way to Find Your Files'
  notes: Imports
  url: https://here.r-lib.org/
  repository: https://CRAN.R-project.org/package=here
  authors:
  - family-names: Müller
    given-names: Kirill
    email: krlmlr+r@mailbox.org
    orcid: https://orcid.org/0000-0002-1416-3412
  year: '2025'
  doi: 10.32614/CRAN.package.here
- type: software
  title: quarto
  abstract: 'quarto: R Interface to ''Quarto'' Markdown Publishing System'
  notes: Imports
  url: https://quarto-dev.github.io/quarto-r/
  repository: https://CRAN.R-project.org/package=quarto
  authors:
  - family-names: Allaire
    given-names: JJ
    email: jj@posit.co
    orcid: https://orcid.org/0000-0003-0174-9868
  - family-names: Dervieux
    given-names: Christophe
    email: cderv@posit.co
    orcid: https://orcid.org/0000-0003-4474-2498
  year: '2025'
  doi: 10.32614/CRAN.package.quarto
- type: software
  title: haven
  abstract: 'haven: Import and Export ''SPSS'', ''Stata'' and ''SAS'' Files'
  notes: Imports
  url: https://haven.tidyverse.org
  repository: https://CRAN.R-project.org/package=haven
  authors:
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
  - family-names: Miller
    given-names: Evan
  - family-names: Smith
    given-names: Danny
  year: '2025'
  doi: 10.32614/CRAN.package.haven
- type: software
  title: readODS
  abstract: 'readODS: Read and Write ODS Files'
  notes: Imports
  url: https://docs.ropensci.org/readODS/
  repository: https://CRAN.R-project.org/package=readODS
  authors:
  - family-names: Schutten
    given-names: Gerrit-Jan
    email: phonixor@gmail.com
  - family-names: Chan
    given-names: Chung-hong
    email: chainsawtiney@gmail.com
    orcid: https://orcid.org/0000-0002-6232-7530
  - family-names: Brohan
    given-names: Peter
    email: peter.brohan@gmail.com
  - family-names: Steuer
    given-names: Detlef
    email: steuer@hsu-hh.de
    orcid: https://orcid.org/0000-0003-2676-5290
  - family-names: Leeper
    given-names: Thomas J.
    email: thosjleeper@gmail.com
    orcid: https://orcid.org/0000-0003-4097-6326
  year: '2025'
  doi: 10.32614/CRAN.package.readODS
- type: software
  title: readr
  abstract: 'readr: Read Rectangular Text Data'
  notes: Imports
  url: https://readr.tidyverse.org
  repository: https://CRAN.R-project.org/package=readr
  authors:
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
  - family-names: Hester
    given-names: Jim
  - family-names: Bryan
    given-names: Jennifer
    email: jenny@posit.co
    orcid: https://orcid.org/0000-0002-6983-2759
  year: '2025'
  doi: 10.32614/CRAN.package.readr
- type: software
  title: shiny
  abstract: 'shiny: Web Application Framework for R'
  notes: Imports
  url: https://shiny.posit.co/
  repository: https://CRAN.R-project.org/package=shiny
  authors:
  - family-names: Chang
    given-names: Winston
    email: winston@posit.co
    orcid: https://orcid.org/0000-0002-1576-2126
  - family-names: Cheng
    given-names: Joe
    email: joe@posit.co
  - family-names: Allaire
    given-names: JJ
    email: jj@posit.co
  - family-names: Sievert
    given-names: Carson
    email: carson@posit.co
    orcid: https://orcid.org/0000-0002-4958-2844
  - family-names: Schloerke
    given-names: Barret
    email: barret@posit.co
    orcid: https://orcid.org/0000-0001-9986-114X
  - family-names: Xie
    given-names: Yihui
    email: yihui@posit.co
  - family-names: Allen
    given-names: Jeff
  - family-names: McPherson
    given-names: Jonathan
    email: jonathan@posit.co
  - family-names: Dipert
    given-names: Alan
  - family-names: Borges
    given-names: Barbara
  year: '2025'
  doi: 10.32614/CRAN.package.shiny
- type: software
  title: MASS
  abstract: 'MASS: Support Functions and Datasets for Venables and Ripley''s MASS'
  notes: Imports
  url: http://www.stats.ox.ac.uk/pub/MASS4/
  repository: https://CRAN.R-project.org/package=MASS
  authors:
  - family-names: Ripley
    given-names: Brian
    email: Brian.Ripley@R-project.org
  - family-names: Venables
    given-names: Bill
  year: '2025'
  doi: 10.32614/CRAN.package.MASS
- type: software
  title: purrr
  abstract: 'purrr: Functional Programming Tools'
  notes: Imports
  url: https://purrr.tidyverse.org/
  repository: https://CRAN.R-project.org/package=purrr
  authors:
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
    orcid: https://orcid.org/0000-0003-4757-117X
  - family-names: Henry
    given-names: Lionel
    email: lionel@posit.co
  year: '2025'
  doi: 10.32614/CRAN.package.purrr
- type: software
  title: broom
  abstract: 'broom: Convert Statistical Objects into Tidy Tibbles'
  notes: Imports
  url: https://broom.tidymodels.org/
  repository: https://CRAN.R-project.org/package=broom
  authors:
  - family-names: Robinson
    given-names: David
    email: admiral.david@gmail.com
  - family-names: Hayes
    given-names: Alex
    email: alexpghayes@gmail.com
    orcid: https://orcid.org/0000-0002-4985-5160
  - family-names: Couch
    given-names: Simon
    email: simon.couch@posit.co
    orcid: https://orcid.org/0000-0001-5676-5107
  year: '2025'
  doi: 10.32614/CRAN.package.broom
- type: software
  title: broom.helpers
  abstract: 'broom.helpers: Helpers for Model Coefficients Tibbles'
  notes: Imports
  url: https://larmarange.github.io/broom.helpers/
  repository: https://CRAN.R-project.org/package=broom.helpers
  authors:
  - family-names: Larmarange
    given-names: Joseph
    email: joseph@larmarange.net
    orcid: https://orcid.org/0000-0001-7097-700X
  - family-names: Sjoberg
    given-names: Daniel D.
    email: danield.sjoberg@gmail.com
    orcid: https://orcid.org/0000-0003-0862-2018
  year: '2025'
  doi: 10.32614/CRAN.package.broom.helpers
- type: software
  title: cardx
  abstract: 'cardx: Extra Analysis Results Data Utilities'
  notes: Imports
  url: https://insightsengineering.github.io/cardx/
  repository: https://CRAN.R-project.org/package=cardx
  authors:
  - family-names: Sjoberg
    given-names: Daniel D.
    email: danield.sjoberg@gmail.com
    orcid: https://orcid.org/0000-0003-0862-2018
  - family-names: Yogasekaram
    given-names: Abinaya
    email: abinaya.yogasekaram@contractors.roche.com
  - family-names: Rua
    given-names: Emily
    name-particle: de la
    email: emily.de_la_rua@contractors.roche.com
  year: '2025'
  doi: 10.32614/CRAN.package.cardx
- type: software
  title: parameters
  abstract: 'parameters: Processing of Model Parameters'
  notes: Imports
  url: https://easystats.github.io/parameters/
  repository: https://CRAN.R-project.org/package=parameters
  authors:
  - family-names: Lüdecke
    given-names: Daniel
    email: officialeasystats@gmail.com
    orcid: https://orcid.org/0000-0002-8895-3206
  - family-names: Makowski
    given-names: Dominique
    email: dom.makowski@gmail.com
    orcid: https://orcid.org/0000-0001-5375-9967
  - family-names: Ben-Shachar
    given-names: Mattan S.
    email: matanshm@post.bgu.ac.il
    orcid: https://orcid.org/0000-0002-4287-4801
  - family-names: Patil
    given-names: Indrajeet
    email: patilindrajeet.science@gmail.com
    orcid: https://orcid.org/0000-0003-1995-6531
  - family-names: Højsgaard
    given-names: Søren
    email: sorenh@math.aau.dk
  - family-names: Wiernik
    given-names: Brenton M.
    email: brenton@wiernik.org
    orcid: https://orcid.org/0000-0001-9560-6336
  year: '2025'
  doi: 10.32614/CRAN.package.parameters
- type: software
  title: DT
  abstract: 'DT: A Wrapper of the JavaScript Library ''DataTables'''
  notes: Imports
  url: https://github.com/rstudio/DT
  repository: https://CRAN.R-project.org/package=DT
  authors:
  - family-names: Xie
    given-names: Yihui
  - family-names: Cheng
    given-names: Joe
    email: joe@posit.co
  - family-names: Tan
    given-names: Xianying
  year: '2025'
  doi: 10.32614/CRAN.package.DT
- type: software
  title: performance
  abstract: 'performance: Assessment of Regression Models Performance'
  notes: Imports
  url: https://easystats.github.io/performance/
  repository: https://CRAN.R-project.org/package=performance
  authors:
  - family-names: Lüdecke
    given-names: Daniel
    email: officialeasystats@gmail.com
    orcid: https://orcid.org/0000-0002-8895-3206
  - family-names: Makowski
    given-names: Dominique
    email: dom.makowski@gmail.com
    orcid: https://orcid.org/0000-0001-5375-9967
  - family-names: Ben-Shachar
    given-names: Mattan S.
    email: matanshm@post.bgu.ac.il
    orcid: https://orcid.org/0000-0002-4287-4801
  - family-names: Patil
    given-names: Indrajeet
    email: patilindrajeet.science@gmail.com
    orcid: https://orcid.org/0000-0003-1995-6531
  - family-names: Waggoner
    given-names: Philip
    email: philip.waggoner@gmail.com
    orcid: https://orcid.org/0000-0002-7825-7573
  - family-names: Wiernik
    given-names: Brenton M.
    email: brenton@wiernik.org
    orcid: https://orcid.org/0000-0001-9560-6336
  - family-names: Thériault
    given-names: Rémi
    email: remi.theriault@mail.mcgill.ca
    orcid: https://orcid.org/0000-0003-4315-6788
  year: '2025'
  doi: 10.32614/CRAN.package.performance
- type: software
  title: qqplotr
  abstract: 'qqplotr: Quantile-Quantile Plot Extensions for ''ggplot2'''
  notes: Imports
  url: https://github.com/aloy/qqplotr
  repository: https://CRAN.R-project.org/package=qqplotr
  authors:
  - family-names: Almeida
    given-names: Alexandre
    email: almeida.xan@gmail.com
  - family-names: Loy
    given-names: Adam
    email: loyad01@gmail.com
  - family-names: Hofmann
    given-names: Heike
  year: '2025'
  doi: 10.32614/CRAN.package.qqplotr
- type: software
  title: see
  abstract: 'see: Model Visualisation Toolbox for ''easystats'' and ''ggplot2'''
  notes: Imports
  url: https://easystats.github.io/see/
  repository: https://CRAN.R-project.org/package=see
  authors:
  - family-names: Lüdecke
    given-names: Daniel
    email: d.luedecke@uke.de
    orcid: https://orcid.org/0000-0002-8895-3206
  - family-names: Makowski
    given-names: Dominique
    email: dom.makowski@gmail.com
    orcid: https://orcid.org/0000-0001-5375-9967
  - family-names: Patil
    given-names: Indrajeet
    email: patilindrajeet.science@gmail.com
    orcid: https://orcid.org/0000-0003-1995-6531
  - family-names: Ben-Shachar
    given-names: Mattan S.
    email: matanshm@post.bgu.ac.il
    orcid: https://orcid.org/0000-0002-4287-4801
  - family-names: Wiernik
    given-names: Brenton M.
    email: brenton@wiernik.org
    orcid: https://orcid.org/0000-0001-9560-6336
  - family-names: Waggoner
    given-names: Philip
    email: philip.waggoner@gmail.com
    orcid: https://orcid.org/0000-0002-7825-7573
  year: '2025'
  doi: 10.32614/CRAN.package.see
- type: software
  title: patchwork
  abstract: 'patchwork: The Composer of Plots'
  notes: Imports
  url: https://patchwork.data-imaginist.com
  repository: https://CRAN.R-project.org/package=patchwork
  authors:
  - family-names: Pedersen
    given-names: Thomas Lin
    email: thomasp85@gmail.com
    orcid: https://orcid.org/0000-0002-5147-4711
  year: '2025'
  doi: 10.32614/CRAN.package.patchwork
- type: software
  title: easystats
  abstract: 'easystats: Framework for Easy Statistical Modeling, Visualization, and
    Reporting'
  notes: Imports
  url: https://easystats.github.io/easystats/
  repository: https://CRAN.R-project.org/package=easystats
  authors:
  - family-names: Lüdecke
    given-names: Daniel
    email: d.luedecke@uke.de
    orcid: https://orcid.org/0000-0002-8895-3206
  - family-names: Makowski
    given-names: Dominique
    email: dom.makowski@gmail.com
    orcid: https://orcid.org/0000-0001-5375-9967
  - family-names: Ben-Shachar
    given-names: Mattan S.
    email: matanshm@post.bgu.ac.il
    orcid: https://orcid.org/0000-0002-4287-4801
  - family-names: Patil
    given-names: Indrajeet
    email: patilindrajeet.science@gmail.com
    orcid: https://orcid.org/0000-0003-1995-6531
  - family-names: Wiernik
    given-names: Brenton M.
    email: brenton@wiernik.org
    orcid: https://orcid.org/0000-0001-9560-6336
  - family-names: Bacher
    given-names: Etienne
    email: etienne.bacher@protonmail.com
    orcid: https://orcid.org/0000-0002-9271-5075
  - family-names: Thériault
    given-names: Rémi
    email: remi.theriault@mail.mcgill.ca
    orcid: https://orcid.org/0000-0003-4315-6788
  year: '2025'
  doi: 10.32614/CRAN.package.easystats
- type: software
  title: DHARMa
  abstract: 'DHARMa: Residual Diagnostics for Hierarchical (Multi-Level / Mixed) Regression
    Models'
  notes: Imports
  url: http://florianhartig.github.io/DHARMa/
  repository: https://CRAN.R-project.org/package=DHARMa
  authors:
  - family-names: Hartig
    given-names: Florian
    email: florian.hartig@biologie.uni-regensburg.de
    orcid: https://orcid.org/0000-0002-6255-9059
  year: '2025'
  doi: 10.32614/CRAN.package.DHARMa
- type: software
  title: IDEAFilter
  abstract: 'IDEAFilter: Agnostic, Idiomatic Data Filter Module for Shiny'
  notes: Imports
  url: https://biogen-inc.github.io/IDEAFilter/
  repository: https://CRAN.R-project.org/package=IDEAFilter
  authors:
  - family-names: Clark
    given-names: Aaron
    email: clark.aaronchris@gmail.com
    orcid: https://orcid.org/0000-0002-0123-0970
  - family-names: Thompson
    given-names: Jeff
    email: jeff.thompson51317@gmail.com
  year: '2025'
  doi: 10.32614/CRAN.package.IDEAFilter
- type: software
  title: datamods
  abstract: 'datamods: Modules to Import and Manipulate Data in ''Shiny'''
  notes: Imports
  url: https://dreamrs.github.io/datamods/
  repository: https://CRAN.R-project.org/package=datamods
  authors:
  - family-names: Perrier
    given-names: Victor
    email: victor.perrier@dreamrs.fr
  - family-names: Meyer
    given-names: Fanny
  - family-names: Goumri
    given-names: Samra
  - family-names: Abeer
    given-names: Zauad Shahreer
    email: shahreyar.abeer@gmail.com
  year: '2025'
  doi: 10.32614/CRAN.package.datamods
- type: software
  title: toastui
  abstract: 'toastui: Interactive Tables, Calendars and Charts for the Web'
  notes: Imports
  url: https://dreamrs.github.io/toastui/
  repository: https://CRAN.R-project.org/package=toastui
  authors:
  - family-names: Perrier
    given-names: Victor
    email: victor.perrier@dreamrs.fr
  - family-names: Meyer
    given-names: Fanny
  year: '2025'
  doi: 10.32614/CRAN.package.toastui
- type: software
  title: lubridate
  abstract: 'lubridate: Make Dealing with Dates a Little Easier'
  notes: Imports
  url: https://lubridate.tidyverse.org
  repository: https://CRAN.R-project.org/package=lubridate
  authors:
  - family-names: Spinu
    given-names: Vitalie
    email: spinuvit@gmail.com
  - family-names: Grolemund
    given-names: Garrett
  - family-names: Wickham
    given-names: Hadley
  year: '2025'
  doi: 10.32614/CRAN.package.lubridate
- type: software
  title: bsicons
  abstract: 'bsicons: Easily Work with ''Bootstrap'' Icons'
  notes: Imports
  url: https://github.com/rstudio/bsicons
  repository: https://CRAN.R-project.org/package=bsicons
  authors:
  - family-names: Sievert
    given-names: Carson
    email: carson@posit.co
    orcid: https://orcid.org/0000-0002-4958-2844
  year: '2025'
  doi: 10.32614/CRAN.package.bsicons
- type: software
  title: thematic
  abstract: 'thematic: Unified and Automatic ''Theming'' of ''ggplot2'', ''lattice'',
    and ''base'' R Graphics'
  notes: Imports
  url: https://rstudio.github.io/thematic/
  repository: https://CRAN.R-project.org/package=thematic
  authors:
  - family-names: Sievert
    given-names: Carson
    email: carson@posit.co
    orcid: https://orcid.org/0000-0002-4958-2844
  - family-names: Schloerke
    given-names: Barret
    email: barret@posit.co
    orcid: https://orcid.org/0000-0001-9986-114X
  - family-names: Cheng
    given-names: Joe
    email: joe@posit.co
  year: '2025'
  doi: 10.32614/CRAN.package.thematic
- type: software
  title: reshape2
  abstract: 'reshape2: Flexibly Reshape Data: A Reboot of the Reshape Package'
  notes: Imports
  url: https://github.com/hadley/reshape
  repository: https://CRAN.R-project.org/package=reshape2
  authors:
  - family-names: Wickham
    given-names: Hadley
    email: h.wickham@gmail.com
  year: '2025'
  doi: 10.32614/CRAN.package.reshape2
- type: software
  title: shinyWidgets
  abstract: 'shinyWidgets: Custom Inputs Widgets for Shiny'
  notes: Imports
  url: https://dreamrs.github.io/shinyWidgets/
  repository: https://CRAN.R-project.org/package=shinyWidgets
  authors:
  - family-names: Perrier
    given-names: Victor
    email: victor.perrier@dreamrs.fr
  - family-names: Meyer
    given-names: Fanny
  - family-names: Granjon
    given-names: David
  year: '2025'
  doi: 10.32614/CRAN.package.shinyWidgets
- type: software
  title: classInt
  abstract: 'classInt: Choose Univariate Class Intervals'
  notes: Imports
  url: https://r-spatial.github.io/classInt/
  repository: https://CRAN.R-project.org/package=classInt
  authors:
  - family-names: Bivand
    given-names: Roger
    email: Roger.Bivand@nhh.no
    orcid: https://orcid.org/0000-0003-2392-6140
  year: '2025'
  doi: 10.32614/CRAN.package.classInt
- type: software
  title: htmltools
  abstract: 'htmltools: Tools for HTML'
  notes: Imports
  url: https://rstudio.github.io/htmltools/
  repository: https://CRAN.R-project.org/package=htmltools
  authors:
  - family-names: Cheng
    given-names: Joe
    email: joe@posit.co
  - family-names: Sievert
    given-names: Carson
    email: carson@posit.co
    orcid: https://orcid.org/0000-0002-4958-2844
  - family-names: Schloerke
    given-names: Barret
    email: barret@posit.co
    orcid: https://orcid.org/0000-0001-9986-114X
  - family-names: Chang
    given-names: Winston
    email: winston@posit.co
    orcid: https://orcid.org/0000-0002-1576-2126
  - family-names: Xie
    given-names: Yihui
    email: yihui@posit.co
  - family-names: Allen
    given-names: Jeff
  year: '2025'
  doi: 10.32614/CRAN.package.htmltools
- type: software
  title: rlang
  abstract: 'rlang: Functions for Base Types and Core R and ''Tidyverse'' Features'
  notes: Imports
  url: https://rlang.r-lib.org
  repository: https://CRAN.R-project.org/package=rlang
  authors:
  - family-names: Henry
    given-names: Lionel
    email: lionel@posit.co
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
  year: '2025'
  doi: 10.32614/CRAN.package.rlang
- type: software
  title: apexcharter
  abstract: 'apexcharter: Create Interactive Chart with the JavaScript ''ApexCharts''
    Library'
  notes: Imports
  url: https://dreamrs.github.io/apexcharter/
  repository: https://CRAN.R-project.org/package=apexcharter
  authors:
  - family-names: Perrier
    given-names: Victor
    email: victor.perrier@dreamrs.fr
  - family-names: Meyer
    given-names: Fanny
  year: '2025'
  doi: 10.32614/CRAN.package.apexcharter
- type: software
  title: esquisse
  abstract: 'esquisse: Explore and Visualize Your Data Interactively'
  notes: Imports
  url: https://dreamrs.github.io/esquisse/
  repository: https://CRAN.R-project.org/package=esquisse
  authors:
  - family-names: Meyer
    given-names: Fanny
  - family-names: Perrier
    given-names: Victor
    email: victor.perrier@dreamrs.fr
  year: '2025'
  doi: 10.32614/CRAN.package.esquisse
- type: software
  title: flextable
  abstract: 'flextable: Functions for Tabular Reporting'
  notes: Imports
  url: https://ardata-fr.github.io/flextable-book/
  repository: https://CRAN.R-project.org/package=flextable
  authors:
  - family-names: Gohel
    given-names: David
    email: david.gohel@ardata.fr
  - family-names: Skintzos
    given-names: Panagiotis
    email: panagiotis.skintzos@ardata.fr
  year: '2025'
  doi: 10.32614/CRAN.package.flextable
- type: software
  title: gt
  abstract: 'gt: Easily Create Presentation-Ready Display Tables'
  notes: Imports
  url: https://gt.rstudio.com
  repository: https://CRAN.R-project.org/package=gt
  authors:
  - family-names: Iannone
    given-names: Richard
    email: rich@posit.co
    orcid: https://orcid.org/0000-0003-3925-190X
  - family-names: Cheng
    given-names: Joe
    email: joe@posit.co
  - family-names: Schloerke
    given-names: Barret
    email: barret@posit.co
    orcid: https://orcid.org/0000-0001-9986-114X
  - family-names: Hughes
    given-names: Ellis
    email: ellis.h.hughes@gsk.com
    orcid: https://orcid.org/0000-0003-0637-4436
  - family-names: Lauer
    given-names: Alexandra
    email: alexandralauer1@gmail.com
    orcid: https://orcid.org/0000-0002-4191-6301
  - family-names: Seo
    given-names: JooYoung
    email: jseo1005@illinois.edu
    orcid: https://orcid.org/0000-0002-4064-6012
  - family-names: Brevoort
    given-names: Ken
    email: ken@brevoort.com
    orcid: https://orcid.org/0000-0002-4001-8358
  - family-names: Roy
    given-names: Olivier
  year: '2025'
  doi: 10.32614/CRAN.package.gt
- type: software
  title: rankinPlot
  abstract: 'rankinPlot: Convenient Plotting for the Modified Rankin Scale and Other
    Ordinal Outcome Data'
  notes: Imports
  repository: https://CRAN.R-project.org/package=rankinPlot
  authors:
  - family-names: Johns
    given-names: Hannah
    email: htjohns@gmail.com
    orcid: https://orcid.org/0000-0003-2135-0504
  year: '2025'
  doi: 10.32614/CRAN.package.rankinPlot
- type: software
  title: Hmisc
  abstract: 'Hmisc: Harrell Miscellaneous'
  notes: Imports
  url: https://hbiostat.org/R/Hmisc/
  repository: https://CRAN.R-project.org/package=Hmisc
  authors:
  - family-names: Harrell Jr
    given-names: Frank E
    email: fh@fharrell.com
    orcid: https://orcid.org/0000-0002-8271-5493
  year: '2025'
  doi: 10.32614/CRAN.package.Hmisc
- type: software
  title: ggstats
  abstract: 'ggstats: Extension to ''ggplot2'' for Plotting Stats'
  notes: Imports
  url: https://larmarange.github.io/ggstats/
  repository: https://CRAN.R-project.org/package=ggstats
  authors:
  - family-names: Larmarange
    given-names: Joseph
    email: joseph@larmarange.net
    orcid: https://orcid.org/0000-0001-7097-700X
  year: '2025'
  doi: 10.32614/CRAN.package.ggstats
- type: software
  title: rempsyc
  abstract: 'rempsyc: Convenience Functions for Psychology'
  notes: Imports
  url: https://rempsyc.remi-theriault.com
  repository: https://CRAN.R-project.org/package=rempsyc
  authors:
  - family-names: Thériault
    given-names: Rémi
    email: remi.theriault@mail.mcgill.ca
    orcid: https://orcid.org/0000-0003-4315-6788
  year: '2025'
  doi: 10.32614/CRAN.package.rempsyc
- type: software
  title: ggridges
  abstract: 'ggridges: Ridgeline Plots in ''ggplot2'''
  notes: Imports
  url: https://wilkelab.org/ggridges/
  repository: https://CRAN.R-project.org/package=ggridges
  authors:
  - family-names: Wilke
    given-names: Claus O.
    email: wilke@austin.utexas.edu
    orcid: https://orcid.org/0000-0002-7470-9261
  year: '2025'
  doi: 10.32614/CRAN.package.ggridges
- type: software
  title: ggalluvial
  abstract: 'ggalluvial: Alluvial Plots in ''ggplot2'''
  notes: Imports
  url: http://corybrunson.github.io/ggalluvial/
  repository: https://CRAN.R-project.org/package=ggalluvial
  authors:
  - family-names: Brunson
    given-names: Jason Cory
    email: cornelioid@gmail.com
  - family-names: Read
    given-names: Quentin D.
  year: '2025'
  doi: 10.32614/CRAN.package.ggalluvial
- type: software
  title: REDCapCAST
  abstract: 'REDCapCAST: REDCap Metadata Casting and Castellated Data Handling'
  notes: Imports
  url: https://agdamsbo.github.io/REDCapCAST/
  repository: https://CRAN.R-project.org/package=REDCapCAST
  authors:
  - family-names: Damsbo
    given-names: Andreas Gammelgaard
    email: agdamsbo@clin.au.dk
    orcid: https://orcid.org/0000-0002-7559-1154
  - family-names: Egeler
    given-names: Paul
    email: paulegeler@gmail.com
    orcid: https://orcid.org/0000-0001-6948-9498
  year: '2025'
  doi: 10.32614/CRAN.package.REDCapCAST
- type: software
  title: eulerr
  abstract: 'eulerr: Area-Proportional Euler and Venn Diagrams with Ellipses'
  notes: Imports
  url: https://jolars.github.io/eulerr/
  repository: https://CRAN.R-project.org/package=eulerr
  authors:
  - family-names: Larsson
    given-names: Johan
    email: johanlarsson@outlook.com
    orcid: https://orcid.org/0000-0002-4029-5945
  year: '2025'
  doi: 10.32614/CRAN.package.eulerr
- type: software
  title: ggforce
  abstract: 'ggforce: Accelerating ''ggplot2'''
  notes: Imports
  url: https://ggforce.data-imaginist.com
  repository: https://CRAN.R-project.org/package=ggforce
  authors:
  - family-names: Pedersen
    given-names: Thomas Lin
    email: thomasp85@gmail.com
    orcid: https://orcid.org/0000-0002-5147-4711
  year: '2025'
  doi: 10.32614/CRAN.package.ggforce
- type: software
  title: RcppArmadillo
  abstract: 'RcppArmadillo: ''Rcpp'' Integration for the ''Armadillo'' Templated Linear
    Algebra Library'
  notes: Imports
  url: https://dirk.eddelbuettel.com/code/rcpp.armadillo.html
  repository: https://CRAN.R-project.org/package=RcppArmadillo
  authors:
  - family-names: Eddelbuettel
    given-names: Dirk
    email: edd@debian.org
    orcid: https://orcid.org/0000-0001-6419-907X
  - family-names: Francois
    given-names: Romain
    orcid: https://orcid.org/0000-0002-2444-4226
  - family-names: Bates
    given-names: Doug
    orcid: https://orcid.org/0000-0001-8316-9503
  - family-names: Ni
    given-names: Binxiang
  - family-names: Sanderson
    given-names: Conrad
    orcid: https://orcid.org/0000-0002-0049-4501
  year: '2025'
  doi: 10.32614/CRAN.package.RcppArmadillo
- type: software
  title: ggcorrplot
  abstract: 'ggcorrplot: Visualization of a Correlation Matrix using ''ggplot2'''
  notes: Imports
  url: http://www.sthda.com/english/wiki/ggcorrplot-visualization-of-a-correlation-matrix-using-ggplot2
  repository: https://CRAN.R-project.org/package=ggcorrplot
  authors:
  - family-names: Kassambara
    given-names: Alboukadel
    email: alboukadel.kassambara@gmail.com
  year: '2025'
  doi: 10.32614/CRAN.package.ggcorrplot
- type: software
  title: shinyjs
  abstract: 'shinyjs: Easily Improve the User Experience of Your Shiny Apps in Seconds'
  notes: Imports
  url: https://deanattali.com/shinyjs/
  repository: https://CRAN.R-project.org/package=shinyjs
  authors:
  - family-names: Attali
    given-names: Dean
    email: daattali@gmail.com
    orcid: https://orcid.org/0000-0002-5645-3493
  year: '2025'
  doi: 10.32614/CRAN.package.shinyjs
- type: software
  title: emmeans
  abstract: 'emmeans: Estimated Marginal Means, aka Least-Squares Means'
  notes: Imports
  url: https://rvlenth.github.io/emmeans/
  repository: https://CRAN.R-project.org/package=emmeans
  authors:
  - family-names: Lenth
    given-names: Russell V.
    email: russell-lenth@uiowa.edu
  year: '2025'
  doi: 10.32614/CRAN.package.emmeans
- type: software
  title: readxl
  abstract: 'readxl: Read Excel Files'
  notes: Imports
  url: https://readxl.tidyverse.org
  repository: https://CRAN.R-project.org/package=readxl
  authors:
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
    orcid: https://orcid.org/0000-0003-4757-117X
  - family-names: Bryan
    given-names: Jennifer
    email: jenny@posit.co
    orcid: https://orcid.org/0000-0002-6983-2759
  year: '2025'
  doi: 10.32614/CRAN.package.readxl
- type: software
  title: NHANES
  abstract: 'NHANES: Data from the US National Health and Nutrition Examination Study'
  notes: Imports
  repository: https://CRAN.R-project.org/package=NHANES
  authors:
  - family-names: Pruim
    given-names: Randall
    email: rpruim@calvin.edu
  year: '2025'
  doi: 10.32614/CRAN.package.NHANES
- type: software
  title: styler
  abstract: 'styler: Non-Invasive Pretty Printing of R Code'
  notes: Suggests
  url: https://styler.r-lib.org
  repository: https://CRAN.R-project.org/package=styler
  authors:
  - family-names: Müller
    given-names: Kirill
    email: kirill@cynkra.com
    orcid: https://orcid.org/0000-0002-1416-3412
  - family-names: Walthert
    given-names: Lorenz
    email: lorenz.walthert@icloud.com
  year: '2025'
  doi: 10.32614/CRAN.package.styler
- type: software
  title: devtools
  abstract: 'devtools: Tools to Make Developing R Packages Easier'
  notes: Suggests
  url: https://devtools.r-lib.org/
  repository: https://CRAN.R-project.org/package=devtools
  authors:
  - family-names: Wickham
    given-names: Hadley
  - family-names: Hester
    given-names: Jim
  - family-names: Chang
    given-names: Winston
  - family-names: Bryan
    given-names: Jennifer
    email: jenny@rstudio.com
    orcid: https://orcid.org/0000-0002-6983-2759
  year: '2025'
  doi: 10.32614/CRAN.package.devtools
- type: software
  title: rhub
  abstract: 'rhub: Tools for R Package Developers'
  notes: Suggests
  url: https://r-hub.github.io/rhub/
  repository: https://CRAN.R-project.org/package=rhub
  authors:
  - family-names: Csárdi
    given-names: Gábor
    email: csardi.gabor@gmail.com
  - family-names: Salmon
    given-names: Maëlle
    email: maelle.salmon@yahoo.se
    orcid: https://orcid.org/0000-0002-2815-0399
  year: '2025'
  doi: 10.32614/CRAN.package.rhub
- type: software
  title: webshot
  abstract: 'webshot: Take Screenshots of Web Pages'
  notes: Suggests
  url: https://wch.github.io/webshot/
  repository: https://CRAN.R-project.org/package=webshot
  authors:
  - family-names: Chang
    given-names: Winston
    email: winston@rstudio.com
  year: '2025'
  doi: 10.32614/CRAN.package.webshot
- type: software
  title: usethis
  abstract: 'usethis: Automate Package and Project Setup'
  notes: Suggests
  url: https://usethis.r-lib.org
  repository: https://CRAN.R-project.org/package=usethis
  authors:
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
    orcid: https://orcid.org/0000-0003-4757-117X
  - family-names: Bryan
    given-names: Jennifer
    email: jenny@posit.co
    orcid: https://orcid.org/0000-0002-6983-2759
  - family-names: Barrett
    given-names: Malcolm
    email: malcolmbarrett@gmail.com
    orcid: https://orcid.org/0000-0003-0299-5825
  - family-names: Teucher
    given-names: Andy
    email: andy.teucher@posit.co
    orcid: https://orcid.org/0000-0002-7840-692X
  year: '2025'
  doi: 10.32614/CRAN.package.usethis
- type: software
  title: roxygen2
  abstract: 'roxygen2: In-Line Documentation for R'
  notes: Suggests
  url: https://roxygen2.r-lib.org/
  repository: https://CRAN.R-project.org/package=roxygen2
  authors:
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
    orcid: https://orcid.org/0000-0003-4757-117X
  - family-names: Danenberg
    given-names: Peter
    email: pcd@roxygen.org
  - family-names: Csárdi
    given-names: Gábor
    email: csardi.gabor@gmail.com
  - family-names: Eugster
    given-names: Manuel
  year: '2025'
  doi: 10.32614/CRAN.package.roxygen2
- type: software
  title: pak
  abstract: 'pak: Another Approach to Package Installation'
  notes: Suggests
  url: https://pak.r-lib.org/
  repository: https://CRAN.R-project.org/package=pak
  authors:
  - family-names: Csárdi
    given-names: Gábor
    email: csardi.gabor@gmail.com
  - family-names: Hester
    given-names: Jim
  year: '2025'
  doi: 10.32614/CRAN.package.pak
- type: software
  title: rsconnect
  abstract: 'rsconnect: Deploy Docs, Apps, and APIs to ''Posit Connect'', ''shinyapps.io'',
    and ''RPubs'''
  notes: Suggests
  url: https://rstudio.github.io/rsconnect/
  repository: https://CRAN.R-project.org/package=rsconnect
  authors:
  - family-names: Atkins
    given-names: Aron
    email: aron@posit.co
  - family-names: Allen
    given-names: Toph
  - family-names: Wickham
    given-names: Hadley
  - family-names: McPherson
    given-names: Jonathan
  - family-names: Allaire
    given-names: JJ
  year: '2025'
  doi: 10.32614/CRAN.package.rsconnect
- type: software
  title: knitr
  abstract: 'knitr: A General-Purpose Package for Dynamic Report Generation in R'
  notes: Suggests
  url: https://yihui.org/knitr/
  repository: https://CRAN.R-project.org/package=knitr
  authors:
  - family-names: Xie
    given-names: Yihui
    email: xie@yihui.name
    orcid: https://orcid.org/0000-0003-0645-5666
  year: '2025'
  doi: 10.32614/CRAN.package.knitr
- type: software
  title: rmarkdown
  abstract: 'rmarkdown: Dynamic Documents for R'
  notes: Suggests
  url: https://pkgs.rstudio.com/rmarkdown/
  repository: https://CRAN.R-project.org/package=rmarkdown
  authors:
  - family-names: Allaire
    given-names: JJ
    email: jj@posit.co
  - family-names: Xie
    given-names: Yihui
    email: xie@yihui.name
    orcid: https://orcid.org/0000-0003-0645-5666
  - family-names: Dervieux
    given-names: Christophe
    email: cderv@posit.co
    orcid: https://orcid.org/0000-0003-4474-2498
  - family-names: McPherson
    given-names: Jonathan
    email: jonathan@posit.co
  - family-names: Luraschi
    given-names: Javier
  - family-names: Ushey
    given-names: Kevin
    email: kevin@posit.co
  - family-names: Atkins
    given-names: Aron
    email: aron@posit.co
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
  - family-names: Cheng
    given-names: Joe
    email: joe@posit.co
  - family-names: Chang
    given-names: Winston
    email: winston@posit.co
  - family-names: Iannone
    given-names: Richard
    email: rich@posit.co
    orcid: https://orcid.org/0000-0003-3925-190X
  year: '2025'
  doi: 10.32614/CRAN.package.rmarkdown
- type: software
  title: testthat
  abstract: 'testthat: Unit Testing for R'
  notes: Suggests
  url: https://testthat.r-lib.org
  repository: https://CRAN.R-project.org/package=testthat
  authors:
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
  year: '2025'
  doi: 10.32614/CRAN.package.testthat
  version: '>= 3.0.0'
- type: software
  title: shinytest
  abstract: 'shinytest: Test Shiny Apps'
  notes: Suggests
  url: https://github.com/rstudio/shinytest
  repository: https://CRAN.R-project.org/package=shinytest
  authors:
  - family-names: Chang
    given-names: Winston
    email: winston@posit.co
  - family-names: Csárdi
    given-names: Gábor
    email: gabor@posit.co
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
  year: '2025'
  doi: 10.32614/CRAN.package.shinytest
- type: software
  title: covr
  abstract: 'covr: Test Coverage for Packages'
  notes: Suggests
  url: https://covr.r-lib.org
  repository: https://CRAN.R-project.org/package=covr
  authors:
  - family-names: Hester
    given-names: Jim
    email: james.f.hester@gmail.com
  year: '2025'
  doi: 10.32614/CRAN.package.covr
- type: software
  title: cffr
  abstract: 'cffr: Generate Citation File Format (''cff'') Metadata for R Packages'
  notes: Suggests
  url: https://docs.ropensci.org/cffr/
  repository: https://CRAN.R-project.org/package=cffr
  authors:
  - family-names: Hernangómez
    given-names: Diego
    email: diego.hernangomezherrero@gmail.com
    orcid: https://orcid.org/0000-0001-8457-4658
  year: '2025'
  doi: 10.32614/CRAN.package.cffr
- type: software
  title: shiny2docker
  abstract: 'shiny2docker: Generate Dockerfiles for ''Shiny'' Applications'
  notes: Suggests
  url: https://github.com/VincentGuyader/shiny2docker
  repository: https://CRAN.R-project.org/package=shiny2docker
  authors:
  - family-names: Guyader
    given-names: Vincent
    email: vincent@thinkr.fr
    orcid: https://orcid.org/0000-0003-0671-9270
  year: '2025'
  doi: 10.32614/CRAN.package.shiny2docker
- type: software
  title: 'R: A Language and Environment for Statistical Computing'
  notes: Depends
  url: https://www.R-project.org/
  authors:
  - name: R Core Team
  institution:
    name: R Foundation for Statistical Computing
    address: Vienna, Austria
  year: '2025'
  version: '>= 3.5'

GitHub Events

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Andreas Gammelgaard Damsbo a****s@g****k 223
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Dependencies

DESCRIPTION cran
  • assertthat * imports
  • bslib * imports
  • dplyr * imports
  • glue * imports
  • gt * imports
  • gtsummary * imports
  • haven * imports
  • here * imports
  • openxlsx2 * imports
  • quarto * imports
  • readODS * imports
  • readr * imports
  • shiny * imports
  • MASS * suggests
  • styler * suggests
.github/workflows/rhub.yaml actions
  • r-hub/actions/checkout v1 composite
  • r-hub/actions/platform-info v1 composite
  • r-hub/actions/run-check v1 composite
  • r-hub/actions/setup v1 composite
  • r-hub/actions/setup-deps v1 composite
  • r-hub/actions/setup-r v1 composite