tidyCDISC - Quick Table Generation & Exploratory Analyses on ADaM-Ish
Datasets
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) <https://www.cdisc.org>. 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.
