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: Linking:Please use the canonical form https://CRAN.R-project.org/package=esmtools to link to this page.
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