wizaRdry

0.6.16

A Magical Framework for Collaborative & Reproducible Data Analysis

0packages depend

4.2Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Joshua G. KenneyFirst published 2025-04-259 releasesCRAN page ↗GitHub ↗

A comprehensive data analysis framework for NIH-funded research that streamlines workflows for both data cleaning and preparing NIH Data Archive ('NDA') submission templates. Provides unified access to multiple data sources ('REDCap', 'MongoDB', 'Qualtrics', 'SQL', 'ORACLE') through interfaces to their APIs, with specialized functions for data cleaning, filtering, merging, and parsing. Features automatic validation, field harmonization, and memory-aware processing to enhance reproducibility in multi-site collaborative research as described in Mittal et al. (2021) doi:10.20900/jpbs.20210011.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)

install.packages("wizaRdry", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("belieflab/wizaRdry")

Development version from belieflab/wizaRdry. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-wizardry

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-wizaRdry

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

Health

CRAN checks

13OK

Slowest check: 3.7 min · r-devel-linux-x86_64-fedora-clang

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-07-03
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 10%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

4.2K

CRAN downloads in the past year

Rank #7,969 · ~11/day · ~349/mo

Releases R versions

Daily download trend is not available in this view yet.

23930 days

1.4K90 days

4.2K1 year

Compare downloads with other packages →

Also on155 r2u

Repository

GitHub ↗ belieflab/wizardry

2Stars

0Forks

0Open issues

3Open PRs

56Releases

432Commits

8Contributors

432 commits · Last activity 2026-07-10 · 0% stars, 30d

Stars over time

2025-04-25 · 12026-07-07 · 2

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/belieflab/wizardry on 2026-07-19.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

26 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (25)

beepr cli config dplyr future future.apply haven httr jsonlite knitr mongoliteparallelqualtRics REDCapR rlang stringdist testthat rstudioapi lubridate DBI RMariaDB odbc R6 openxlsx openxlsx2

LinkingTo (0)

none

Suggests (2)

rmarkdown yaml

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (9)

Maintainer (1)

Joshua G. Kenney

Author, Maintainer

Authors (4)

Author, Maintainer

Author

Author

Author

Contributors (5)

Danielle N. Pratt

Contributor

Santiago Castiello de Obeso

Contributor

Christian R. Horgan

Contributor

Victor J. Pokorny

Contributor

Praveen Suthaharan

Contributor

Package Timeline

9 releases. Pick two to compare their code metrics. R releases are shown for context.

0.6.16Latest
2026-06-10 · current release · diff ↗
0.6.8
2026-05-13 · diff ↗
R
R 4.6.0 released · 2026-04-24
0.6.7
2026-04-14 · diff ↗
0.6.6
2026-03-09 · diff ↗
0.6.5
2026-03-04 · diff ↗
0.6.4
2026-02-04 · diff ↗
0.5.0
2025-11-07 · diff ↗
0.2.6
2025-06-18 · diff ↗
0.2.0
2025-04-25
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-04-25
Total releases: 9 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: 208 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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