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Maintaining original unmodified source files to enable independent verification of data processing steps.
Distinct from Immutable Data Patterns: Distinct from general Immutable Data Patterns by focusing specifically on preserving raw source files for provenance verification.
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This project is a research data sharing framework and provenance protocol designed to ensure computational reproducibility. It provides a standardized set of guidelines for transforming raw source data into tidy formats through documented processing scripts and cleaning workflows. The framework distinguishes itself by emphasizing a strict provenance-based packaging system. It requires the organization of raw data, processing recipes, and code books into a single package, ensuring that original unmodified sources are preserved to allow for independent verification of all transformation steps.
Ensures original unmodified source files are preserved to allow independent verification of all data transformation steps.