Data Analyst
A data analyst will, on a routine basis, be charged with data wrangling, checking consistency of data, and for the analytic process by which is it appraised or evaluated, including using the data with various tools, applying specific algorithms, etc. In this context, an analyst may consider packing inputs or outputs from their routine work as RO-crates, perhaps for archiving or for sharing.
Related use cases
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Autosubmit is an open source Python experiment and workflow manager used to manage complex workflows on Cloud and HPC platforms. Autosubmit uses RO-Crate to package the configuration, traces (logs, metrics, databases, etc.), and data of experiments and workflows.
JAX BioConnect is an index of research data that supports data sharing, high-quality curation, and consistent data description.
RO-Crate is used to describe digital twins in a number of projects studying earth systems and biodiversity. These include DT-GEO, BioDT, EDITO-Infra, and Destination Earth.
LDaCA uses RO-Crate as an interchange and archive format for language data, and is providing data discovery portals and API access to data using RO-Crate-centric APIs.
LivePublication is a proof of concept of an executable paper, which interactive visualization and statistical calculations can be regenerated on the fly taking into consideration data sources updated after the paper’s publication date.
Reproducible XAFS Analyses publishes reproducible X-ray absorption fine structure (XAFS) analyses using Galaxy RO-Crates, targeting the area of Catalysis.
The Survey Ontology is an open vocabulary that allows representing, annotating and sharing a representation of the survey structure and the gathered responses.
WfExS-backend is a high-level workflow execution command line program that consumes and creates RO-Crates, focusing on the interconnection of content-sensitive research infrastructures for handling sensitive human data analysis scenarios
Senckenberg’s Wildlive data portal, is a repository and analysis platform for biodiversity monitoring.