Instructional Material

The instructional content of this lesson is an adaptation of previous works and is made available under CC-BY 4.0 by NBIS - National Bioinformatics Infrastructure Sweden 2020–2022.

Adaptation of lesson Data Cleaning with OpenRefine for Ecologists
Licensed under CC-BY 4.0 2018–2022 by The Carpentries
Licensed under CC-BY 4.0 2016–2018 by Data Carpentry

Adaptation of lesson Data Cleaning with OpenRefine for Social Scientists
Licensed under CC-BY 4.0 2018–2022 by The Carpentries
Licensed under CC-BY 4.0 2016–2018 by Data Carpentry

Using a rebranded fork of The Carpentries style.

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Figures and example data

The figures and example data referenced in this lesson are licensed as outlined in the table below:

Figure / example data	License
fig/OR_01_parse.png	OpenRefine interface screenshot used to teach about OpenRefine, https://openrefine.org/
fig/OR_history.png	OpenRefine interface screenshot used to teach about OpenRefine, https://openrefine.org/
data/samples_openrefine_lesson.csv	Artificial data derived from original data made available through the study ”COVseq is a cost-effective workflow for mass-scale SARS-CoV-2 genomic surveillance” in Nature Communications 12: 3903 (2021), DOI: https://doi.org/10.1038/s41467-021-24078-9. Original data available under accession number PRJEB42601 at EMBL-EBI (https://identifiers.org/ena.embl:PRJEB42601).

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