esmtools1.0.1 package

Preprocessing Experience Sampling Method (ESM) Data

add_script_to_rmd

Add Custom CSS and JavaScript to R Markdown Document

button

Create an HTML button with optional toggleable content

calendar_plot

Generate a calendar plot

codebook_table

Create Codebook Table

controws

Get Context of Rows

dataInfo

Display information regarding the dataset in a succinct way.

endbutton

End the HTML button container

folrows

Extract Following Rows from a Dataframe

getEsmtoolsEnv

Get the internal package environment

heatcalendar_plot

Generate a heatmap calendar plot

longstring

Calculate Longstring Value

participants_book

Generate a participants' book

print.dataInfo

Print method of the dataInfo object

randrows

Randomly Sample Rows from a Dataframe

txt

Custom Text for Rmarkdown with Counting

use_template

Import esmtools RMarkdown Templates

vars_consist

Create Unique Values Dataframe

Download source packageRead PDF manual

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/>).

  • Maintainer: Jordan Revol
  • License: GPL (>= 3)
  • Last published: 2024-03-13

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