datascanr
Science Score: 67.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 2 DOI reference(s) in README -
✓Academic publication links
Links to: zenodo.org -
○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (13.4%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: ilo21
- License: gpl-3.0
- Language: R
- Default Branch: main
- Size: 9.98 MB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
- Releases: 1
Metadata Files
README.md
DataScanR
Data exploration analysis tool. It can help to clean the data, report the missing/NA values (using pareto graph), perform a set of various statistical analyses (e.g., correlation, t-test, MW-test, KS-test, and more) resulting in tables and graphs.
How to use
We provide a simple web application that allows to explore the data that is stored in a standard comma separated file format.
Check our Quick Guide if you would like to start working with DataScanR or learn more about the tests it can perform.
Web application
The application is currently hosted on the SciLifeLab Serve.
You can access it under the following link:
- DataScanR
Local use
User can use the docker image -
docker run --rm -p 3838:3838 ilo24/datascanr:latest
Example Data
The user can test DataScanR using the example data that is available to download through the application interface. That data comes from dlookr package, and additional variables were simulated to be able to demonstrate all options of DataScanR.
Credits
Acknowledgement
We would like to acknowledge the Core Facility, Faculty of Medicine and Health Sciences, Linköping University, Linköping, Sweden, Clinical Genomics Linköping, Science for Life Laboratory, Sweden and Center for Social and Affective Neuroscience (CSAN), Linköping University, Linköping, Sweden for their support.
Owner
- Login: ilo21
- Kind: user
- Repositories: 2
- Profile: https://github.com/ilo21
Citation (CITATION.cff)
cff-version: 1.1.0 message: "If you use this software, please cite it as below." authors: - family-names: Das given-names: Jyotirmoy orcid: https://orcid.org/0000-0000-0000-0000 - family-names: Szczot given-names: Ilona orcid: "https://orcid.org/0000-0000-0000-0000" title: DataScanR version: v1.0.0 date-released: 2025-01-23
GitHub Events
Total
- Release event: 2
- Push event: 8
- Public event: 1
- Fork event: 1
- Create event: 1
Last Year
- Release event: 2
- Push event: 8
- Public event: 1
- Fork event: 1
- Create event: 1
Dependencies
- actions/checkout v4 composite
- docker/build-push-action v6 composite
- docker/login-action v3 composite
- docker/metadata-action v4 composite
- docker/setup-buildx-action v3 composite
- docker/setup-qemu-action v3 composite
- jd21/datascanr test build
- jd21/methylr2 241016 build