ReproMatch

Tool Details

RDataTracker

RDataTracker is a library of R functions that can be used to collect data provenance in the form of a Data Derivation Graph (DDG) during R console sessions or when executing an R script.

Website:
https://github.com/blernermhc/RDataTracker
Publication:
https://www.usenix.org/system/files/conference/tapp2014/tapp14_paper_lerner.pdf
Tags:
programming tool software package R provenance OS Support OS X: True Windows: True Linux: True Web-based: False Provenance Capture: True OS-Based: False Code-Based: True Workflow-Based: False Data-Based: False Representation: True Descriptive-Only: True Executable: False Note: RDataTracker creates a provenance graph (DDG) from the execution that can be analyzed. Replicability: True Note: The tool allows users to re-execute parts of the R script, and also to create checkpoints and restore previous versions. Modifiability: False Portability: Low Longevity: False Document linkage: False Experiment sharing: False