Package: esmtools 1.0.1
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/>).
Authors:
esmtools_1.0.1.tar.gz
esmtools_1.0.1.zip(r-4.5)esmtools_1.0.1.zip(r-4.4)esmtools_1.0.1.zip(r-4.3)
esmtools_1.0.1.tgz(r-4.4-any)esmtools_1.0.1.tgz(r-4.3-any)
esmtools_1.0.1.tar.gz(r-4.5-noble)esmtools_1.0.1.tar.gz(r-4.4-noble)
esmtools_1.0.1.tgz(r-4.4-emscripten)esmtools_1.0.1.tgz(r-4.3-emscripten)
esmtools.pdf |esmtools.html✨
esmtools/json (API)
NEWS
| # Install 'esmtools' in R: |
| install.packages('esmtools', repos = c('https://jordanrvl.r-universe.dev', 'https://cloud.r-project.org')) |
- esmdata_preprocessed - Preprocessed ESM data set
- esmdata_raw - Raw ESM data set
- esmdata_sim - Simulated ESM Data Set
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 6 months agofrom:d08e1bf0d8. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 10 2024 |
| R-4.5-win | OK | Sep 10 2024 |
| R-4.5-linux | OK | Sep 10 2024 |
| R-4.4-win | OK | Sep 10 2024 |
| R-4.4-mac | OK | Sep 10 2024 |
| R-4.3-win | OK | Sep 10 2024 |
| R-4.3-mac | OK | Sep 10 2024 |
Exports:add_script_to_rmdbuttoncalendar_plotcodebook_tablecontrowsdataInfoendbuttonfolrowsgetEsmtoolsEnvheatcalendar_plotlongstringparticipants_bookrandrowstxtuse_templatevars_consist
Dependencies:abindbackportsbase64encbootbroombslibcachemcarcarDataclicolorspacecorrplotcowplotcpp11crosstalkDerivdigestdoBydplyrDTevaluatefansifarverfastmapfontawesomefsgenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtablehighrhtmltoolshtmlwidgetshttpuvisobandjquerylibjsonlitekableExtraknitrlabelinglaterlatticelazyevallifecyclelme4lubridatemagrittrMASSMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminqamodelrmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpolynompromisespurrrquantregR6rappdirsRColorBrewerRcppRcppEigenrlangrmarkdownrstatixrstudioapisassscalesSparseMstringistringrsurvivalsvglitesystemfontstibbletidyrtidyselecttimechangetinytexutf8vctrsviridisLitewithrxfunxml2yaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Add Custom CSS and JavaScript to R Markdown Document | add_script_to_rmd |
| Create an HTML button with optional toggleable content | button |
| Generate a calendar plot | calendar_plot |
| Create Codebook Table | codebook_table |
| Get Context of Rows | controws |
| Display information regarding the dataset in a succinct way. | dataInfo |
| End the HTML button container | endbutton |
| Preprocessed ESM data set | esmdata_preprocessed |
| Raw ESM data set | esmdata_raw |
| Simulated ESM Data Set | esmdata_sim |
| Extract Following Rows from a Dataframe | folrows |
| Get the internal package environment | getEsmtoolsEnv |
| Generate a heatmap calendar plot | heatcalendar_plot |
| Calculate Longstring Value | longstring |
| Generate a participants' book | participants_book |
| Print method of the dataInfo object | print.dataInfo |
| Randomly Sample Rows from a Dataframe | randrows |
| Custom Text for Rmarkdown with Counting | txt |
| Import esmtools RMarkdown Templates | use_template |
| Create Unique Values Dataframe | vars_consist |
