Scikick: A sidekick for workflow clarity and reproducibility during extensive data analysis

• Published in: PloS one Vol. 18; no. 7; p. e0289171
• Main Authors: Carlucci, Matthew, Bareikis, Tadas, Koncevičius, Karolis, Gibas, Povilas, Kriščiūnas, Algimantas, Petronis, Art, Oh, Gabriel
• Format: Journal Article
• Language: English
• Published: United States Public Library of Science 27.07.2023
• Subjects: Analysis; Archives & records; Automation; Biology and life sciences; Computer and Information Sciences; Computer applications; Configurations; Data analysis; Data mining; Datasets; Engineering and Technology; Evaluation; Information management; Reproducibility; Research and Analysis Methods; Software; Workflow; United States

Reproducibility is crucial for scientific progress, yet a clear research data analysis workflow is challenging to implement and maintain. As a result, a record of computational steps performed on the data to arrive at the key research findings is often missing. We developed Scikick, a tool that ease...