CRAN/E | tidyCDISC

tidyCDISC

Quick Table Generation & Exploratory Analyses on ADaM-Ish Datasets

Installation

About

Provides users a quick exploratory dive into common visualizations without writing a single line of code given the users data follows the Analysis Data Model (ADaM) standards put forth by the Clinical Data Interchange Standards Consortium (CDISC) . Prominent modules/ features of the application are the Table Generator, Population Explorer, and the Individual Explorer. The Table Generator allows users to drag and drop variables and desired statistics (frequencies, means, ANOVA, t-test, and other summary statistics) into bins that automagically create stunning tables with validated information. The Population Explorer offers various plots to visualize general trends in the population from various vantage points. Plot modules currently include scatter plot, spaghetti plot, box plot, histogram, means plot, and bar plot. Each plot type allows the user to plot uploaded variables against one another, and dissect the population by filtering out certain subjects. Last, the Individual Explorer establishes a cohesive patient narrative, allowing the user to interact with patient metrics (params) by visit or plotting important patient events on a timeline. All modules allow for concise filtering & downloading bulk outputs into html or pdf formats to save for later.

github.com/Biogen-Inc/tidyCDISC/
Biogen-Inc.github.io/tidyCDISC/
Bug report File report

Key Metrics

Version 0.2.1
R ≥ 2.10
Published 2023-03-16 379 days ago
Needs compilation? no
License AGPL (≥ 3)
CRAN checks tidyCDISC results
Language en-US

Downloads

Yesterday 11 0%
Last 7 days 54 -24%
Last 30 days 243 +6%
Last 90 days 849 +25%
Last 365 days 2.993 +60%

Maintainer

Maintainer

Aaron Clark

clark.aaronchris@gmail.com

Authors

Aaron Clark

aut / cre

Jeff Thompson

aut

Teresa Wilson

aut

Nate Mockler

ccp / led

Maya Gans

aut

Robert Krajcik

ctb

Marly Gotti

ctb

Biogen Inc

cph

Material

README
NEWS
Reference manual
Package source

Vignettes

Get Started with {tidyCDISC}

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

tidyCDISC archive

Depends

R ≥ 2.10

Imports

cicerone
config
dplyr
DT
GGally
ggcorrplot
ggplot2
glue
golem
gt
haven
IDEAFilter
plotly
purrr
rlang
rmarkdown
shiny
shinyjs
shinyWidgets
sjlabelled
stringr
survival
tidyr
timevis
tippy
== 0.1.0

Suggests

knitr
spelling
testthat