esmtools: Preprocessing Experience Sampling Method (ESM) Data
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 |
Documentation:
Downloads:
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