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Tailored explicitly for Experience Sampling Method (ESM) data, it contains a suite of functions designed to simplify preprocessing steps and create subsequent reporting. It empowers users with capabilities to extract critical insights during preprocessing, conducts thorough data quality assessments (e.g., design and sampling scheme checks, compliance rate, careless responses), and generates visualizations and concise summary tables tailored specifically for ESM data. Additionally, it streamlines the creation of informative and interactive preprocessing reports, enabling researchers to transparently share their dataset preprocessing methodologies. Finally, it is part of a larger ecosystem which includes a framework and a web gallery (<https://preprocess.esmtools.com/>).
Version: | 1.0.1 |
Depends: | R (≥ 4.0.0) |
Imports: | base64enc (≥ 0.1-3), dplyr (≥ 1.1.0), DT (≥ 0.28), fs (≥ 1.6.0), ggplot2 (≥ 3.4.0), ggpubr (≥ 0.6.0), grDevices, htmltools, jsonlite (≥ 1.8.0), kableExtra (≥ 1.3.0), knitr (≥ 1.43), lubridate (≥ 1.9.0), stats, stringr (≥ 1.5.0), tidyr (≥ 1.3.0), tools |
Suggests: | readxl (≥ 1.4.2), spelling, testthat (≥ 3.0.0) |
Published: | 2024-03-13 |
DOI: | 10.32614/CRAN.package.esmtools |
Author: | Jordan Revol [aut, cre, cph], Koen Niemeijer [ctb] |
Maintainer: | Jordan Revol <jordan.revol at kuleuven.be> |
BugReports: | https://gitlab.kuleuven.be/ppw-okpiv/researchers/u0148925/esmtools/-/issues |
License: | GPL (≥ 3) |
URL: | https://gitlab.kuleuven.be/ppw-okpiv/researchers/u0148925/esmtools/, https://package.esmtools.com/, https://preprocess.esmtools.com/ |
NeedsCompilation: | no |
Language: | en-US |
Materials: | README NEWS |
CRAN checks: | esmtools results |
Reference manual: | esmtools.pdf |
Package source: | esmtools_1.0.1.tar.gz |
Windows binaries: | r-devel: esmtools_1.0.1.zip, r-release: esmtools_1.0.1.zip, r-oldrel: esmtools_1.0.1.zip |
macOS binaries: | r-release (arm64): esmtools_1.0.1.tgz, r-oldrel (arm64): esmtools_1.0.1.tgz, r-release (x86_64): esmtools_1.0.1.tgz, r-oldrel (x86_64): esmtools_1.0.1.tgz |
Old sources: | esmtools archive |
Please use the canonical form https://CRAN.R-project.org/package=esmtools to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.