CRAN/E | eHDPrep

eHDPrep

Quality Control and Semantic Enrichment of Datasets

Installation

About

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.

Citation eHDPrep citation info
github.com/overton-group/eHDPrep
Bug report File report

Key Metrics

Version 1.3.3
R ≥ 3.6.0
Published 2023-06-05 324 days ago
Needs compilation? no
License GPL-3
CRAN checks eHDPrep results

Downloads

Yesterday 7 -36%
Last 7 days 65 +12%
Last 30 days 236 +0%
Last 90 days 757 -10%
Last 365 days 2.974 +81%

Maintainer

Maintainer

Ian Overton

I.Overton@qub.ac.uk

Authors

Tom Toner

aut

Ian Overton

aut / cre

Material

NEWS
Reference manual
Package source

Vignettes

Introduction to eHDPrep

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

eHDPrep archive

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