RWE Prototype

This repository is a project blueprint for transforming Real-World Data (RWD) into Real-World Evidence (RWE) using an R-based reproducible pipeline.

Quick start

1. Put your raw data in data/raw/ (CSV, parquet, or your preferred format).
2. Edit metadata YAML files in metadata/ to declare domains, cohort and analysis rules.
3. Source package config and run the targets pipeline:

source("config/_packages.R")
targets::tar_make()

4. Render the report at reports/rwe_report.qmd after the pipeline completes.

Folder overview

• config/ - package loader and global options
• data/raw/ - raw RWD inputs
• data/interim/ - standardized SDTM-lite datasets (parquet)
• data/processed/ - analysis-ready datasets
• metadata/ - YAML specifications & mapping files
• R/ - R functions and pipeline components
• checks/ - QC rules and tests
• reports/ - Quarto report and figures
• app/ - optional Shiny app

License and contribution

Add your license and contributor notes here.