eHDPrep: Quality Control and Semantic Enrichment of Datasets
A tool for the preparation and enrichment of health datasets for analysis (Toner et al. (2023) <doi:10.1093/gigascience/giad030>). Provides functionality for assessing data quality and for improving the reliability and machine interpretability of a dataset. 'eHDPrep' also enables semantic enrichment of a dataset where metavariables are discovered from the relationships between input variables determined from user-provided ontologies.
| Version: | 1.3.4 |
| Depends: | R (≥ 3.6.0) |
| Imports: | ggplot2 (≥ 3.3.3),dplyr (≥ 1.1.0),forcats (≥ 0.5.0),stringr (≥ 1.4.0),purrr (≥ 0.3.4),tidyr (≥ 1.1.2),kableExtra (≥ 1.3.1),magrittr (≥ 2.0.1),tibble (≥ 3.0.5),scales (≥ 1.1.1),rlang (≥ 0.4.10),quanteda (≥ 2.1.2),tm (≥ 0.7-8),pheatmap (≥ 1.0.12),igraph (≥ 1.2.6),tidygraph (≥ 1.2.0),readr (≥ 1.4.0),readxl (≥ 1.3.1),knitr (≥1.31) |
| Suggests: | testthat (≥ 2.1.0),ggraph (≥ 2.0.5),rmarkdown (≥ 2.3) |
| Published: | 2025-09-03 |
| DOI: | 10.32614/CRAN.package.eHDPrep |
| Author: | Tom Toner [aut], Ian Overton [aut, cre] |
| Maintainer: | Ian Overton <I.Overton at qub.ac.uk> |
| BugReports: | https://github.com/overton-group/eHDPrep/issues |
| License: | GPL-3 |
| URL: | https://github.com/overton-group/eHDPrep |
| NeedsCompilation: | no |
| Citation: | eHDPrep citation info |
| Materials: | README,NEWS |
| CRAN checks: | eHDPrep results |
Documentation:
| Reference manual: | eHDPrep.html ,eHDPrep.pdf |
| Vignettes: | Introduction to eHDPrep (source,R code) |
Downloads:
| Package source: | eHDPrep_1.3.4.tar.gz |
| Windows binaries: | r-devel:eHDPrep_1.3.4.zip, r-release:eHDPrep_1.3.4.zip, r-oldrel:eHDPrep_1.3.4.zip |
| macOS binaries: | r-release (arm64):eHDPrep_1.3.4.tgz, r-oldrel (arm64):eHDPrep_1.3.4.tgz, r-release (x86_64):eHDPrep_1.3.4.tgz, r-oldrel (x86_64):eHDPrep_1.3.4.tgz |
| Old sources: | eHDPrep archive |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=eHDPrepto link to this page.