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wizaRdry (version 0.2.6)

A Magical Framework for Collaborative & Reproducible Data Analysis

Description

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') 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) .

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Install

install.packages('wizaRdry')

Version

0.2.6

License

MIT + file LICENSE

Issues

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Repository

https://github.com/belieflab/wizaRdry

Maintainer

Joshua G. Kenney

Last Published

June 18th, 2025

Functions in wizaRdry (0.2.6)

Fetch Qualtrics survey metadata to be stored in data frame

Parse composite data frame into component data frames by variable prefix

Alias for 'qualtrics'

Alias for 'mongo'

Initialize the wizaRdry directory structure inside an R project

Merge two or more data frames magically according to their candidate key

Fetch data from MongoDB to be stored in a data frame

qualtrics.index

Display table of available Qualtrics surveys

Parse composite Qualtrics survey into component data frames by variable prefix

Create .sav SPSS file from a data frame

wizaRdry-package

wizaRdry: A Magical Framework for Collaborative & Reproducible Data Analysis

Filter data frame by superkey parameters, rows, and columns

Create .csv file from a data frame

Display table of available REDCap instruments and their labels

Parse composite REDCap instrument into component data frames by variable prefix

Alias for 'nda'

Fetch data from REDCap to be stored in a data frame

Fetch REDCap data dictionary to be stored in data frame

Create NDA Submission Template

Create .rds file from a data frame

Alias for 'redcap'

Generate clean data frames from cleaning scripts created in the ./clean directory

Alias for 'clean'

Assign a Secret Value

Alias for 'to.rds'

Alias for 'sift'

Alias for 'to.sav'

Alias for 'meld'

Alias for 'to.csv'

Retrieve Survey Data from Qualtrics

Generate validated NDA submission templates created in the ./nda directory

Display a file tree structure similar to the Unix tree command

Display table of available MongoDB collections

Parse composite MongoDB collection into component data frames by variable prefix